U-turn Crash

Loading Necessary Libraries and Location

rm(list=ls())
getwd()
## [1] "C:/Users/sonia/OneDrive - Texas State University (1)/Hackathon_Aaqib/0_Thesis/03_DataCode/CCA/NewCCA"
setwd("C:/Users/sonia/OneDrive - Texas State University (1)/Hackathon_Aaqib/0_Thesis/03_DataCode/CCA/NewCCA")

#install.packages("data.table")
library(data.table)
#Other libraries
#install.packages("plyr", dependencies= TRUE)
library(ggplot2)
library(base)
library(stats)
library(readr)

#Load libraries
#install.packages("dplyr")    # alternative installation of the %>%
library(magrittr) # needs to be run every time you start R and want to use %>%
library(dplyr)    # alternatively, this also loads %>%


data1= fread("OH_UTurnLimForModExPressway.csv")
colnames(data1)
##  [1] "Crash_Severity"           "CrType"                  
##  [3] "Facility"                 "Commercial_Motor_Vehicle"
##  [5] "Lighting_Condition"       "NumVeh"                  
##  [7] "Location"                 "Surface_Cond"            
##  [9] "Road_Conition"            "Contri_Fac"              
## [11] "DrGen"                    "DrImp"                   
## [13] "ThruLn"                   "Object"                  
## [15] "PSL"                      "Seq_Event"               
## [17] "VehTyp"                   "Wthr_Cond"               
## [19] "Arterial_Expressway"
dim(data1)
## [1] 2716   19
str(data1)
## Classes 'data.table' and 'data.frame':   2716 obs. of  19 variables:
##  $ Crash_Severity          : chr  "O (No Injury / Property Damage Only)" "O (No Injury / Property Damage Only)" "O (No Injury / Property Damage Only)" "BC (Moderate/Minor)" ...
##  $ CrType                  : chr  "Fixed Object" "Angle" "Fixed Object" "Sideswipe" ...
##  $ Facility                : chr  "Two Way Roadway" "Other" "Two Way Roadway" "Other" ...
##  $ Commercial_Motor_Vehicle: chr  "Yes" "No" "No" "No" ...
##  $ Lighting_Condition      : chr  "Dawn/Dusk" "Daylight" "Dark - Roadway Not Lighted" "Dark - Roadway Not Lighted" ...
##  $ NumVeh                  : chr  "Single" "Two" "Single" "Two" ...
##  $ Location                : chr  "T-Intersection" "Not An Intersection" "Not An Intersection" "T-Intersection" ...
##  $ Surface_Cond            : chr  "Wet" "Snow" "Snow" "Dry" ...
##  $ Road_Conition           : chr  "Straight Level" "Curve Grade" "Straight Level" "Straight Level" ...
##  $ Contri_Fac              : chr  "Other" "Other" "Other" "Improper Turn" ...
##  $ DrGen                   : chr  "Male" "Female" "Female" "Female" ...
##  $ DrImp                   : chr  "No" "No" "No" "No" ...
##  $ ThruLn                  : chr  "Two" "Two" "Two" "Two" ...
##  $ Object                  : chr  "Ditch" "Nothing Struck" "Other" "Nothing Struck" ...
##  $ PSL                     : chr  "45-60 MPH" "25 MPH or less" "45-60 MPH" "25 MPH or less" ...
##  $ Seq_Event               : chr  "Other" "Motor Vehicle In Transport" "Ran Off Road" "Motor Vehicle In Transport" ...
##  $ VehTyp                  : chr  "Semi-Tractor" "Other" "Sport Utility Vehicle" "Passenger Car" ...
##  $ Wthr_Cond               : chr  "Rain" "Snow" "Snow" "Clear" ...
##  $ Arterial_Expressway     : chr  "No" "Yes" "Yes" "No" ...
##  - attr(*, ".internal.selfref")=<externalptr>
data2 <- data1 %>% mutate_if(is.character,as.factor)
str(data2)
## Classes 'data.table' and 'data.frame':   2716 obs. of  19 variables:
##  $ Crash_Severity          : Factor w/ 3 levels "BC (Moderate/Minor)",..: 3 3 3 1 3 1 3 3 3 3 ...
##  $ CrType                  : Factor w/ 5 levels "Angle","Fixed Object",..: 2 1 2 5 5 5 1 5 1 1 ...
##  $ Facility                : Factor w/ 5 levels "Non-Inventory",..: 5 3 5 3 3 3 3 5 3 5 ...
##  $ Commercial_Motor_Vehicle: Factor w/ 2 levels "No","Yes": 2 1 1 1 2 2 1 1 1 1 ...
##  $ Lighting_Condition      : Factor w/ 5 levels "Dark - Lighted Roadway",..: 3 4 2 2 4 4 2 4 4 1 ...
##  $ NumVeh                  : Factor w/ 3 levels "Multi","Single",..: 2 3 2 3 3 3 3 3 3 3 ...
##  $ Location                : Factor w/ 4 levels "Four-Way Intersection",..: 4 2 2 4 1 1 4 2 2 2 ...
##  $ Surface_Cond            : Factor w/ 4 levels "Dry","Other / Unknown",..: 4 3 3 1 4 1 4 1 4 4 ...
##  $ Road_Conition           : Factor w/ 5 levels "Curve Grade",..: 5 1 5 5 5 4 5 5 5 4 ...
##  $ Contri_Fac              : Factor w/ 5 levels "Drove Off Road",..: 5 5 5 4 5 4 4 4 3 3 ...
##  $ DrGen                   : Factor w/ 3 levels "Female","Male",..: 2 1 1 1 2 2 2 2 2 3 ...
##  $ DrImp                   : Factor w/ 2 levels "No","Yes": 1 1 1 1 1 1 1 1 1 1 ...
##  $ ThruLn                  : Factor w/ 3 levels "Multi","One",..: 3 3 3 3 3 3 3 3 3 3 ...
##  $ Object                  : Factor w/ 5 levels "Ditch","Nothing Struck",..: 1 2 3 2 2 2 2 2 2 2 ...
##  $ PSL                     : Factor w/ 4 levels "25 MPH or less",..: 3 1 3 1 1 1 2 2 1 1 ...
##  $ Seq_Event               : Factor w/ 5 levels "Cross Centerline OD of Travel",..: 3 2 5 2 2 2 2 2 2 2 ...
##  $ VehTyp                  : Factor w/ 5 levels "Other","Passenger Car",..: 4 1 5 2 1 2 2 2 2 2 ...
##  $ Wthr_Cond               : Factor w/ 5 levels "Clear","Cloudy",..: 4 5 5 1 2 2 4 1 2 4 ...
##  $ Arterial_Expressway     : Factor w/ 2 levels "No","Yes": 1 2 2 1 1 1 1 2 2 2 ...
##  - attr(*, ".internal.selfref")=<externalptr>
colnames(data2)
##  [1] "Crash_Severity"           "CrType"                  
##  [3] "Facility"                 "Commercial_Motor_Vehicle"
##  [5] "Lighting_Condition"       "NumVeh"                  
##  [7] "Location"                 "Surface_Cond"            
##  [9] "Road_Conition"            "Contri_Fac"              
## [11] "DrGen"                    "DrImp"                   
## [13] "ThruLn"                   "Object"                  
## [15] "PSL"                      "Seq_Event"               
## [17] "VehTyp"                   "Wthr_Cond"               
## [19] "Arterial_Expressway"
attach(data2)
summary(data2)
##                               Crash_Severity            CrType    
##  BC (Moderate/Minor)                 : 633   Angle         : 758  
##  KA (Fatal/Severe)                   :  67   Fixed Object  : 313  
##  O (No Injury / Property Damage Only):2016   Other         : 189  
##                                              Parked Vehicle:  79  
##                                              Sideswipe     :1377  
##             Facility    Commercial_Motor_Vehicle
##  Non-Inventory  :   1   No :2402                
##  One Way Roadway:  17   Yes: 314                
##  Other          :1487                           
##  Ramp           :  27                           
##  Two Way Roadway:1184                           
##                   Lighting_Condition    NumVeh                      Location   
##  Dark - Lighted Roadway    : 457     Multi :  66   Four-Way Intersection: 444  
##  Dark - Roadway Not Lighted: 231     Single: 417   Not An Intersection  :1868  
##  Dawn/Dusk                 : 108     Two   :2233   Other                : 121  
##  Daylight                  :1907                   T-Intersection       : 283  
##  Other / Unknown           :  13                                               
##           Surface_Cond          Road_Conition                 Contri_Fac  
##  Dry            :2146   Curve Grade    :  83   Drove Off Road      : 116  
##  Other / Unknown:  16   Curve Level    :  65   Failure To Yield    : 419  
##  Snow           :  46   Other / Unknown:   3   Improper Lane Change: 235  
##  Wet            : 508   Straight Grade : 471   Improper Turn       :1294  
##                         Straight Level :2094   Other               : 652  
##      DrGen      DrImp        ThruLn                   Object    
##  Female : 861   No :2656   Multi: 674   Ditch            :  86  
##  Male   :1588   Yes:  60   One  :  89   Nothing Struck   :2350  
##  Unknwon: 267              Two  :1953   Other            : 202  
##                                         Traffic Sign Post:  45  
##                                         Utility Pole     :  33  
##              PSL                               Seq_Event   
##  25 MPH or less: 853   Cross Centerline OD of Travel: 101  
##  30-40 MPH     :1042   Motor Vehicle In Transport   :2040  
##  45-60 MPH     : 736   Other                        : 236  
##  65-70 MPH     :  85   Parked Motor Vehicle         :  76  
##                        Ran Off Road                 : 263  
##                    VehTyp      Wthr_Cond    Arterial_Expressway
##  Other                : 351   Clear :1723   No :1110           
##  Passenger Car        :1430   Cloudy: 642   Yes:1606           
##  Pick Up              : 230   Other :  22                      
##  Semi-Tractor         : 145   Rain  : 269                      
##  Sport Utility Vehicle: 560   Snow  :  60
#Cluster Selection
is.data.frame(data2)
## [1] TRUE
#check if variables has been successfully converted into factor/categorical variables
str(CrType)
##  Factor w/ 5 levels "Angle","Fixed Object",..: 2 1 2 5 5 5 1 5 1 1 ...

Cluster Selection (Elbow Method)

#Clustering
#Perform k-modes clustering on categorical data
#install.packages("klaR")
library(klaR)

set.seed(1234)

#check optimum number of clusters using elbow method
#define clusters such that the total intra-cluster variation or
#total within-cluster sum of square (WCSS) is minimized.

k.max <- 11
wss <- sapply(1:k.max, 
              function(k){set.seed(1234)
                sum(kmodes(data2, k, iter.max = 100 ,weighted = FALSE)$withindiff)})
wss
##  [1] 16392 15440 15060 13884 13337 12945 12811 12706 12586 12270 12317
#Total within-clusters sum of squares
?plot
plot(1:k.max, 
     wss,
     type="b", 
     pch = 19, 
     frame = TRUE, 
     xlab="Number of clusters K",
     ylab="Total within-clusters sum of squares",
     main = "Cluster Selection")

#Within cluster simple-matching distance by cluster
#Here I've asked for 11 clusters to be found, which is the second argument of the kmodes function
set.seed(1234)
?kmodes
cluster1 = kmodes(data2, 
                  11, 
                  iter.max = 1000, 
                  weighted = FALSE, 
                  fast = TRUE)
print(cluster1)
## K-modes clustering with 11 clusters of sizes 159, 322, 259, 153, 210, 305, 507, 160, 207, 220, 214
## 
## Cluster modes:
##                          Crash_Severity    CrType        Facility
## 1                   BC (Moderate/Minor) Sideswipe Two Way Roadway
## 2  O (No Injury / Property Damage Only) Sideswipe           Other
## 3  O (No Injury / Property Damage Only) Sideswipe Two Way Roadway
## 4  O (No Injury / Property Damage Only) Sideswipe Two Way Roadway
## 5  O (No Injury / Property Damage Only) Sideswipe           Other
## 6  O (No Injury / Property Damage Only)     Angle           Other
## 7  O (No Injury / Property Damage Only) Sideswipe           Other
## 8                   BC (Moderate/Minor) Sideswipe Two Way Roadway
## 9  O (No Injury / Property Damage Only)     Angle           Other
## 10 O (No Injury / Property Damage Only)     Angle Two Way Roadway
## 11 O (No Injury / Property Damage Only) Sideswipe Two Way Roadway
##    Commercial_Motor_Vehicle     Lighting_Condition NumVeh              Location
## 1                        No               Daylight    Two Four-Way Intersection
## 2                        No               Daylight    Two   Not An Intersection
## 3                        No               Daylight    Two   Not An Intersection
## 4                        No               Daylight    Two   Not An Intersection
## 5                        No               Daylight    Two   Not An Intersection
## 6                        No               Daylight    Two   Not An Intersection
## 7                        No               Daylight    Two   Not An Intersection
## 8                        No               Daylight    Two   Not An Intersection
## 9                        No               Daylight    Two   Not An Intersection
## 10                       No Dark - Lighted Roadway    Two   Not An Intersection
## 11                       No               Daylight    Two   Not An Intersection
##    Surface_Cond  Road_Conition       Contri_Fac  DrGen DrImp ThruLn
## 1           Dry Straight Level    Improper Turn   Male    No  Multi
## 2           Dry Straight Level    Improper Turn   Male    No    Two
## 3           Wet Straight Level    Improper Turn   Male    No    Two
## 4           Dry Straight Grade    Improper Turn   Male    No    Two
## 5           Dry Straight Level    Improper Turn   Male    No  Multi
## 6           Dry Straight Level    Improper Turn Female    No    Two
## 7           Dry Straight Level    Improper Turn   Male    No    Two
## 8           Dry Straight Level            Other   Male    No    Two
## 9           Dry Straight Level Failure To Yield   Male    No    Two
## 10          Dry Straight Level            Other   Male    No    Two
## 11          Dry Straight Level            Other Female    No  Multi
##            Object            PSL                  Seq_Event
## 1  Nothing Struck      45-60 MPH Motor Vehicle In Transport
## 2  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 3  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 4  Nothing Struck 25 MPH or less Motor Vehicle In Transport
## 5  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 6  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 7  Nothing Struck 25 MPH or less Motor Vehicle In Transport
## 8  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 9  Nothing Struck      45-60 MPH Motor Vehicle In Transport
## 10 Nothing Struck      45-60 MPH Motor Vehicle In Transport
## 11 Nothing Struck      45-60 MPH Motor Vehicle In Transport
##                   VehTyp Wthr_Cond Arterial_Expressway
## 1          Passenger Car     Clear                 Yes
## 2          Passenger Car     Clear                 Yes
## 3          Passenger Car      Rain                 Yes
## 4          Passenger Car     Clear                  No
## 5  Sport Utility Vehicle     Clear                 Yes
## 6          Passenger Car     Clear                 Yes
## 7          Passenger Car     Clear                  No
## 8  Sport Utility Vehicle    Cloudy                 Yes
## 9                  Other     Clear                  No
## 10         Passenger Car     Clear                 Yes
## 11         Passenger Car     Clear                 Yes
## 
## Clustering vector:
##    [1]  3  6 10  7  7  4  3  2  3 10 10  3  6  3  2  3  3  5 10  3 10  6  2  3
##   [25]  7  2  7  2  8  3  2  4  3  2 11  3  2  8  6  3  2  4  6  7 11  8  7  4
##   [49]  6 10  7 10  7  6  3  4  1  3  7  8 10  9  1  7  2  3 10  3  5 11  6  7
##   [73]  7  4  6  2  2  2  7  7  2  2  7  3  2  9  3  6  3  6  3  2  4 10  7 10
##   [97] 10  6  7  2  2  8 10  6  7  9  2  6  8  3 11  2  3  7  2  8  2  2  8  4
##  [121]  2  2  6  2  8  3  1  8  2  9  7  3  7 11  7  3  3  3  8  2  3  3  8  2
##  [145]  9  5  2 10  6  3  8  8  6  2  7 11  2  2  9  7  3  9  3  6  4  9  6 10
##  [169]  4  7  9  2  7  4  3  3  7  2  4  3  2  9  9  2  2  4  2  1  7 10  2 10
##  [193]  9  4  2  1  6  2  7  7 10  2  7  1  7  2  7  7  6  3  7  7  3  7  9 10
##  [217]  7  1  2  3  7  7  4  6  2  7  9  8  6  2  8  6  6  3  7  3  7 10  7  7
##  [241]  2  3  6  8 11  2  3  8  4  9  4 11  7  9  9  7  4  7  7  2  7  6  4  8
##  [265]  3  7  2  2  8 10  6 11  6  9 10  2  3  9  1  2 11  7  2  3 10 10  2  1
##  [289]  3  7 11  8  7  7  6  6  7 10  3  5  2  7  2 10  7  9  2  6  7  6  7 10
##  [313]  7  2  8  6  3  3 10 10 10  4  2 10  7  6  7  2  6  5  7  3  8  7  3  1
##  [337]  2  4  6  9  4  2  4  7  9  8  3  7  7  2  4  4  2 11  2  7  2  4  2  5
##  [361]  2  2 10 10  7  3 10  7  2  9 10  2  9  8  3  6  7  3  7  2  8 11 11  2
##  [385]  7  8  6  6  7  1  9  3  2  8  3 10  6  2  2 11  7  2  2  7 10  4  3  9
##  [409]  2  2  4  7 11 10  7  2 11  8  8  5  6  2  9  2  6  7  3  7  7  7 10  6
##  [433]  2  4  7  9  3 10  6  6  8  6  4 10 10  8  8  8  6  9  6  7  9  4  2  4
##  [457]  8  9  7  6  7  6  2  2  6  7  2  8 10  3  2  7  2  6  2 11  6  1  7  7
##  [481]  2  9  7  5  2  7  2  1  3  7  3  6 11  7  4  8  9  2 10  8 10  9 10  9
##  [505] 10  3  2 10  7  3  6  4  7  6  7  4  2  6  9  3  2  1  3  6  7  4  3  7
##  [529]  8  8  7  9  3  4  6  4  4  3  8  6 10  7  7  5  2  7  5  6 10  3  8  6
##  [553]  3 11  3  5  6  7  6 10  3 10  7  3 10  2  3  6 10  2  7 11  8  2  2  6
##  [577]  3  3  4 11  2  6 10 11 11  6  1  8  6  7  7  7  2  8  8  7 10  2  9  1
##  [601]  9  6  2  3  6  7  3  3  3  8  3  3  6  3  6  2  7  7  3  6  7  6  7  2
##  [625] 11  8  7  1  6  6  2 10  7 10  3  1  7  8  2  1  9  2  3 11  3  2  7  6
##  [649]  6  1  6  7  8  7 10  2  6  4 11 11  2  2  6  8  7  9  5  5  9 10  6  9
##  [673] 10  2  7  3  6  2  9  4  6  2  4  7  4  8  9  4  2 10 11  2  9  7  6  7
##  [697]  2 10  3  9  7  7  2  7  7  6  4  4  3  4  8  6  7  6  2  7  8  8 11  7
##  [721]  5 10  6  9  4  4  6  6  2  4  2  4  9  2  7  1  6  7  7  4  7 11 10  1
##  [745]  2  2  2  6 10  9  6  6  6  9  6  2  4 10  2  4  6  7 10  2  2 10  6  1
##  [769]  7  8  2  2  7  6 11  6  2  6  6  2  6  6  6  2  7  2  6  4  7  2  7  8
##  [793]  8  2  6  5  8  9  6  4  6 10  7  3  8  8  2  7 11  6  6  9  6  3  9  2
##  [817]  7 10  9 11  6  4 10  3  2  8 10  2  6  2  1  4  3  7  6  3  4 11  7  4
##  [841]  3  1  4  3  8  6 10  7  3  3  3  2  9  2  6  4  5  7  5 10  7  7  2  2
##  [865]  7  8  7 10  7  7  7  7  7  9  7  4 10  3  7  4  4  2 11 10  6  2  3  6
##  [889]  1  7  3  2  2  7  7  2  2  2  8  6 11  6  6  8  3  9  3  8  3  8  4  9
##  [913]  4  8  4 11  8  7  7  8  3  6  3  6 10  7  7 10  7 11  6  3  9  7  6  7
##  [937]  2  7  2  9  2 11  7  9 10  6  6  7 10 10  3  2  7 10  9  3  1  6  3  9
##  [961] 10  1 10  2  3 11  4  8  7  2  3  6  8  3  3 10  9 10  6  3  3  8  2  9
##  [985] 10  7  7  8  7 10  8 10  4  6  3  5  1  6  6  2 10  3  7 11  2  7 10  8
## [1009]  1 10 11  9  2  8  7  3  7  3  3  7  8  8  9  3  6  5 10  5  5  8  4  3
## [1033]  5  6  8  6  5 11  7 11  5  2  5 10 10  1  6  1  7  8  7  7  2  7  4  5
## [1057]  9 11  6 10  2  6  3  8  5  2  7  2  6  1  8  7 11  7  7  3  6  2  6  6
## [1081] 11  6  4  7  4  3  2  6 11  8  2  7  2  9  5  6  2 11  5 11  9  1 11  5
## [1105]  7  2 11  9  6  6  7 11 10 11  5  4  7  7 10  6  5  1  5  2  6  3  7  6
## [1129]  2  5  7  2  1  8 10 11 10  8 11  6  7  7 11  6  5  5  4  5  1  7  6  8
## [1153] 10 11  6 10  7 11  1  6  6  2  7  5 10 10  3  5  7  6  7 10  1 11  5 11
## [1177]  7  7 11  7  5  6  2  7  1  9  3  3  5  7  4 11  6  5  1  1  6  1 11  2
## [1201] 11  7  2  7  6  5  5  7  5  7  2 10  2  2  7  6  5  2  3 10 11  7  1  2
## [1225]  6  3  8  5  7  5  3  4  2 10  5  7  7  9  5  2  6  3  7 11 11  5  7  3
## [1249]  7  7  7  7  7  1  5 11  3  5  3  7  7  9  7  3  7  5  9 11  2  7  6  1
## [1273]  2  7  5  7  7  1 11  3  9  7 11  2 11  6  5 10  7  3 11  2  9  9  6  8
## [1297]  9  2  6  6  7  7  7 11  7  5  9 10  7  4  6  4  5  5  7  4  9  7 10  9
## [1321]  6 11  6 10  8  9  8  9  9  5 11  9 11 11  1  1  2  5  3  3  1  3  2 11
## [1345]  8  2  7  9 11  9 11  3 10  1  4 10  2  9 10  5  1  1 10 11  5  9  9 11
## [1369]  9  9  1 10  9  9  9 10 11  9  7 11 10  1  1  8  9  9  6  1  4  3  1  9
## [1393] 11  8 10 10  9  9 11  2  6  8 11  6  2  9  7  4  4  9  7  9  9  6  2  9
## [1417]  2  2  8  3  9 11  6  5  7  5  2  7 11  9  9  2 11  7 10  1  6  7  7  6
## [1441]  7  7 10  7  4 11 10  5 10  6  4  7  7  7  9 10  4  9  4  1  3 11  2  3
## [1465]  5  5  1  7  5  5  1  7  5  6  7  5  5  7  7  7 11 11  7  6  3  7 11  7
## [1489]  7  8  3  5  1  5  5 10  3  5  2  3  7  7  3  7  5  9  6  4  8  6  3  3
## [1513]  6 11  3 11 11  7  2 11  4  7  3  2  2 11  2  7  5  3  6  3  7  7  2  7
## [1537]  6  1  7 10  9  5  7  1  8  2  4  3  6  5  1  5 11  3  9  1 11  7  5  5
## [1561]  2  2  1  7  5 11 10 10  5  4  7  7  8  5  4  7  7  2 11  7  6  1 11  7
## [1585]  8  1  7  7  6  6  7  7  9  5  4  4 11 11  7  4 11 11  4  5 11  4  7  7
## [1609] 11  5  2  7  6  5  6  2  6  9 10  1  7  2  7 11  8  9  7  2  1  4 10  5
## [1633]  2  5  1  3  6  2  7  9  4  1  7  7  7  5  3  5  8  9  4  1  7  7  7  4
## [1657]  3  5  7 11  6  5  8  8 11  6  1  5  9  4  5 11  9 10  1  8  5 11  1  6
## [1681] 11  6  2 10  7  1  9  7  7  5  6  4  1  3  7  9  2  7  7  9  7  6  9  1
## [1705] 11 11  9 11 11  2  6  9  6  1  3  6  4 11  4  6 11  2  6  5  8  2 11  2
## [1729]  7  4  2 10  7  6 11  1  5  7  5  5  9  7  1  8  5  5  2  5  4  9  2  2
## [1753] 11 10  6  7  7 11  6  3  6  8  7  7  2  5 11  6  7 11  7 10 10  2  5  5
## [1777] 10  7  7  2  3  3  5  6  7  6 11  9  2  8  7  6  7  5  6  7  7  2  7  7
## [1801]  6  5  1  2  4  8  6 11  8  3 10  7  7  8  9  3  5  3  3  6  5 11  3  3
## [1825]  7 11  1  3  3  2 10  9  3 10  8  1  3  7  2  9  9  4  7 10  3  9  2  7
## [1849]  8  9 11  9  9  3  1  1  8  9  9  8 11 10 10  1  8  4  5  4  4 10  3 11
## [1873]  6 11 11  4 10  9 10 10  6  8  8 11  8  5  1 10  2  4  5 10  7  8  2 10
## [1897] 10  1 11  6  7 11  6  5 10  7  9  8  5 10  7  9  7  8  3  3  1  1  1  1
## [1921]  7  7  9 11 11  7 10  1 10 11  7 10  7  1  6  7  2 11  3  3  8  3  2  5
## [1945]  7  9  8 11  3  7 11 10  7  3  3  3  7  7  7  6  3  6  3  3  3 11  6  7
## [1969]  6  4 11  7  9  1  4  5  2  9 10  2  5  5  2  1 10  7  9  6  7  6  1 10
## [1993]  5  2  4  7  4  2  2  9  7  7  6  6  6  4 10  2  2  5  7 10 10  4  7  6
## [2017] 10  2 11 10  6 10  9 10  4  7  6  7  6  7  5 10 10  2  6  5  3  1  4  8
## [2041]  5  3  4  6  2  7 10  6  2  6  6  9  8  4  5  4  7  5  9  7  7 11  8  6
## [2065]  2  6  1 10  9 10 11  5  3  2  5 10  9  1  3  1  7 10  2  1  7  7  3 11
## [2089]  3  6 10  5  6  5 11  7  1  3  1 11 11  6  2  8  7 10  1  5  8 11  7  8
## [2113]  6  5  9  5  9  7  5  6  2  7  1  4  2 10  5  5  7  7  1  9  4  4 10  1
## [2137]  3  6 11  3  5  5  6  7  3  2  6  6  5  6  5 11  8  4  6  7  1  5 10  8
## [2161]  8  7 11  6  6  7  5  4  7  8 11  6  2  6  7  3 11  7 11  5  7 11  9  5
## [2185]  5  3  7  1  7  4 10 11  7  4  7  7  7  5 10  7  3  7  9  3  1  7  7  7
## [2209] 10  6  6  8  7  5  7  6  2 10  7 11  7  2  8  7  3  5  5  6  7  2  7  8
## [2233]  2  3  1  1  6 11  7  7  5  5  9  5 11  7  7 11 10  2  7  5  3  6  7  7
## [2257]  9  5  7 10  4  7  4  3  2  5  6  7  3 10  3  7 11 10  7  1  5  9  5  5
## [2281]  5  7  7  5  1 11  1  7  6  2  8  7  9  7  7  5  8  7  5 11  6  7 10  2
## [2305]  2 11  2  7  6  7  2  8  1 10  8  8  5  7  5  5  2  1  9 11  7  2 10 10
## [2329] 11 11  1  8 11  8  2  7  2  9  2  7 11  7 10  7  9  1  7  7  5  1 11 11
## [2353]  9  2  6  2  2  4  2  6  1  5  1 11  1  7  7 11  7  6  6  3 10  9 10  2
## [2377]  6  5  2  9  6  2  7  6  5  7  3  7  7  2 11  5  4  2  9  7  5  3  6 11
## [2401]  6  1  1 10  5  9  3  7  7 10  5 10  7 11  2  1  2  3 11  3  3  7  3  2
## [2425]  2  7  3  1  6  3  9  7  6  2  7  2 11  7  2  3  3  8  7  6  5  7  2  5
## [2449]  7 11  7  2  5  6  2  7  5 11  5 11  5  6  5  7 11  7  6  5 10  9  7  2
## [2473]  1  7  5  5  7 11  1  1  7  3  8  2  2  7  6  5 11  6 10  7  7 11  7  5
## [2497] 10  1  7 10  3  5  1  3  9  7  4  7  3  3  2  1  4  9  9  7  1  4 10  3
## [2521] 11 10  3  5  7  6  5  9  4  9  9  9 11  9  1  1  9 11  6 10  9 11  1  7
## [2545]  9  4  3  8  2  1  1  4  4  1  3  2  1  8 10  3 11  1  7  5  5 11  3  9
## [2569]  5  4  1  9  6 11  9  1  3  5 10 11  9 10  8  1 10  8  7  5  6  6  1  2
## [2593]  6  3  9  3  3  8  6  3  3  7  7 10  3 10  1 10  3  9 10  1  7  7  7  6
## [2617]  6  7  7  3 10  9  9 11  6  6  8  2  5  4  9  7  5  7 11  1 11  4  5  2
## [2641]  5 10  4  1  2  4  9  9  1  8  3  6  5  7  7  3  7 11  3 11  4  7  2  7
## [2665] 11  8 11  3  9  5  7  6  7 11  7  9  6  7  2  9  5  3  5  9  5  9  2  9
## [2689]  2  7  1  1  5  2  9  7  7  4  7  7  7  3  8 10 11  9  9  3  7  6  7  9
## [2713]  8  1  7 10
## 
## Within cluster simple-matching distance by cluster:
##  [1]  686 1190 1318  718  807 1234 2256  768 1113 1244  983
## 
## Available components:
## [1] "cluster"    "size"       "modes"      "withindiff" "iterations"
## [6] "weighted"
cluster1$cluster
##    [1]  3  6 10  7  7  4  3  2  3 10 10  3  6  3  2  3  3  5 10  3 10  6  2  3
##   [25]  7  2  7  2  8  3  2  4  3  2 11  3  2  8  6  3  2  4  6  7 11  8  7  4
##   [49]  6 10  7 10  7  6  3  4  1  3  7  8 10  9  1  7  2  3 10  3  5 11  6  7
##   [73]  7  4  6  2  2  2  7  7  2  2  7  3  2  9  3  6  3  6  3  2  4 10  7 10
##   [97] 10  6  7  2  2  8 10  6  7  9  2  6  8  3 11  2  3  7  2  8  2  2  8  4
##  [121]  2  2  6  2  8  3  1  8  2  9  7  3  7 11  7  3  3  3  8  2  3  3  8  2
##  [145]  9  5  2 10  6  3  8  8  6  2  7 11  2  2  9  7  3  9  3  6  4  9  6 10
##  [169]  4  7  9  2  7  4  3  3  7  2  4  3  2  9  9  2  2  4  2  1  7 10  2 10
##  [193]  9  4  2  1  6  2  7  7 10  2  7  1  7  2  7  7  6  3  7  7  3  7  9 10
##  [217]  7  1  2  3  7  7  4  6  2  7  9  8  6  2  8  6  6  3  7  3  7 10  7  7
##  [241]  2  3  6  8 11  2  3  8  4  9  4 11  7  9  9  7  4  7  7  2  7  6  4  8
##  [265]  3  7  2  2  8 10  6 11  6  9 10  2  3  9  1  2 11  7  2  3 10 10  2  1
##  [289]  3  7 11  8  7  7  6  6  7 10  3  5  2  7  2 10  7  9  2  6  7  6  7 10
##  [313]  7  2  8  6  3  3 10 10 10  4  2 10  7  6  7  2  6  5  7  3  8  7  3  1
##  [337]  2  4  6  9  4  2  4  7  9  8  3  7  7  2  4  4  2 11  2  7  2  4  2  5
##  [361]  2  2 10 10  7  3 10  7  2  9 10  2  9  8  3  6  7  3  7  2  8 11 11  2
##  [385]  7  8  6  6  7  1  9  3  2  8  3 10  6  2  2 11  7  2  2  7 10  4  3  9
##  [409]  2  2  4  7 11 10  7  2 11  8  8  5  6  2  9  2  6  7  3  7  7  7 10  6
##  [433]  2  4  7  9  3 10  6  6  8  6  4 10 10  8  8  8  6  9  6  7  9  4  2  4
##  [457]  8  9  7  6  7  6  2  2  6  7  2  8 10  3  2  7  2  6  2 11  6  1  7  7
##  [481]  2  9  7  5  2  7  2  1  3  7  3  6 11  7  4  8  9  2 10  8 10  9 10  9
##  [505] 10  3  2 10  7  3  6  4  7  6  7  4  2  6  9  3  2  1  3  6  7  4  3  7
##  [529]  8  8  7  9  3  4  6  4  4  3  8  6 10  7  7  5  2  7  5  6 10  3  8  6
##  [553]  3 11  3  5  6  7  6 10  3 10  7  3 10  2  3  6 10  2  7 11  8  2  2  6
##  [577]  3  3  4 11  2  6 10 11 11  6  1  8  6  7  7  7  2  8  8  7 10  2  9  1
##  [601]  9  6  2  3  6  7  3  3  3  8  3  3  6  3  6  2  7  7  3  6  7  6  7  2
##  [625] 11  8  7  1  6  6  2 10  7 10  3  1  7  8  2  1  9  2  3 11  3  2  7  6
##  [649]  6  1  6  7  8  7 10  2  6  4 11 11  2  2  6  8  7  9  5  5  9 10  6  9
##  [673] 10  2  7  3  6  2  9  4  6  2  4  7  4  8  9  4  2 10 11  2  9  7  6  7
##  [697]  2 10  3  9  7  7  2  7  7  6  4  4  3  4  8  6  7  6  2  7  8  8 11  7
##  [721]  5 10  6  9  4  4  6  6  2  4  2  4  9  2  7  1  6  7  7  4  7 11 10  1
##  [745]  2  2  2  6 10  9  6  6  6  9  6  2  4 10  2  4  6  7 10  2  2 10  6  1
##  [769]  7  8  2  2  7  6 11  6  2  6  6  2  6  6  6  2  7  2  6  4  7  2  7  8
##  [793]  8  2  6  5  8  9  6  4  6 10  7  3  8  8  2  7 11  6  6  9  6  3  9  2
##  [817]  7 10  9 11  6  4 10  3  2  8 10  2  6  2  1  4  3  7  6  3  4 11  7  4
##  [841]  3  1  4  3  8  6 10  7  3  3  3  2  9  2  6  4  5  7  5 10  7  7  2  2
##  [865]  7  8  7 10  7  7  7  7  7  9  7  4 10  3  7  4  4  2 11 10  6  2  3  6
##  [889]  1  7  3  2  2  7  7  2  2  2  8  6 11  6  6  8  3  9  3  8  3  8  4  9
##  [913]  4  8  4 11  8  7  7  8  3  6  3  6 10  7  7 10  7 11  6  3  9  7  6  7
##  [937]  2  7  2  9  2 11  7  9 10  6  6  7 10 10  3  2  7 10  9  3  1  6  3  9
##  [961] 10  1 10  2  3 11  4  8  7  2  3  6  8  3  3 10  9 10  6  3  3  8  2  9
##  [985] 10  7  7  8  7 10  8 10  4  6  3  5  1  6  6  2 10  3  7 11  2  7 10  8
## [1009]  1 10 11  9  2  8  7  3  7  3  3  7  8  8  9  3  6  5 10  5  5  8  4  3
## [1033]  5  6  8  6  5 11  7 11  5  2  5 10 10  1  6  1  7  8  7  7  2  7  4  5
## [1057]  9 11  6 10  2  6  3  8  5  2  7  2  6  1  8  7 11  7  7  3  6  2  6  6
## [1081] 11  6  4  7  4  3  2  6 11  8  2  7  2  9  5  6  2 11  5 11  9  1 11  5
## [1105]  7  2 11  9  6  6  7 11 10 11  5  4  7  7 10  6  5  1  5  2  6  3  7  6
## [1129]  2  5  7  2  1  8 10 11 10  8 11  6  7  7 11  6  5  5  4  5  1  7  6  8
## [1153] 10 11  6 10  7 11  1  6  6  2  7  5 10 10  3  5  7  6  7 10  1 11  5 11
## [1177]  7  7 11  7  5  6  2  7  1  9  3  3  5  7  4 11  6  5  1  1  6  1 11  2
## [1201] 11  7  2  7  6  5  5  7  5  7  2 10  2  2  7  6  5  2  3 10 11  7  1  2
## [1225]  6  3  8  5  7  5  3  4  2 10  5  7  7  9  5  2  6  3  7 11 11  5  7  3
## [1249]  7  7  7  7  7  1  5 11  3  5  3  7  7  9  7  3  7  5  9 11  2  7  6  1
## [1273]  2  7  5  7  7  1 11  3  9  7 11  2 11  6  5 10  7  3 11  2  9  9  6  8
## [1297]  9  2  6  6  7  7  7 11  7  5  9 10  7  4  6  4  5  5  7  4  9  7 10  9
## [1321]  6 11  6 10  8  9  8  9  9  5 11  9 11 11  1  1  2  5  3  3  1  3  2 11
## [1345]  8  2  7  9 11  9 11  3 10  1  4 10  2  9 10  5  1  1 10 11  5  9  9 11
## [1369]  9  9  1 10  9  9  9 10 11  9  7 11 10  1  1  8  9  9  6  1  4  3  1  9
## [1393] 11  8 10 10  9  9 11  2  6  8 11  6  2  9  7  4  4  9  7  9  9  6  2  9
## [1417]  2  2  8  3  9 11  6  5  7  5  2  7 11  9  9  2 11  7 10  1  6  7  7  6
## [1441]  7  7 10  7  4 11 10  5 10  6  4  7  7  7  9 10  4  9  4  1  3 11  2  3
## [1465]  5  5  1  7  5  5  1  7  5  6  7  5  5  7  7  7 11 11  7  6  3  7 11  7
## [1489]  7  8  3  5  1  5  5 10  3  5  2  3  7  7  3  7  5  9  6  4  8  6  3  3
## [1513]  6 11  3 11 11  7  2 11  4  7  3  2  2 11  2  7  5  3  6  3  7  7  2  7
## [1537]  6  1  7 10  9  5  7  1  8  2  4  3  6  5  1  5 11  3  9  1 11  7  5  5
## [1561]  2  2  1  7  5 11 10 10  5  4  7  7  8  5  4  7  7  2 11  7  6  1 11  7
## [1585]  8  1  7  7  6  6  7  7  9  5  4  4 11 11  7  4 11 11  4  5 11  4  7  7
## [1609] 11  5  2  7  6  5  6  2  6  9 10  1  7  2  7 11  8  9  7  2  1  4 10  5
## [1633]  2  5  1  3  6  2  7  9  4  1  7  7  7  5  3  5  8  9  4  1  7  7  7  4
## [1657]  3  5  7 11  6  5  8  8 11  6  1  5  9  4  5 11  9 10  1  8  5 11  1  6
## [1681] 11  6  2 10  7  1  9  7  7  5  6  4  1  3  7  9  2  7  7  9  7  6  9  1
## [1705] 11 11  9 11 11  2  6  9  6  1  3  6  4 11  4  6 11  2  6  5  8  2 11  2
## [1729]  7  4  2 10  7  6 11  1  5  7  5  5  9  7  1  8  5  5  2  5  4  9  2  2
## [1753] 11 10  6  7  7 11  6  3  6  8  7  7  2  5 11  6  7 11  7 10 10  2  5  5
## [1777] 10  7  7  2  3  3  5  6  7  6 11  9  2  8  7  6  7  5  6  7  7  2  7  7
## [1801]  6  5  1  2  4  8  6 11  8  3 10  7  7  8  9  3  5  3  3  6  5 11  3  3
## [1825]  7 11  1  3  3  2 10  9  3 10  8  1  3  7  2  9  9  4  7 10  3  9  2  7
## [1849]  8  9 11  9  9  3  1  1  8  9  9  8 11 10 10  1  8  4  5  4  4 10  3 11
## [1873]  6 11 11  4 10  9 10 10  6  8  8 11  8  5  1 10  2  4  5 10  7  8  2 10
## [1897] 10  1 11  6  7 11  6  5 10  7  9  8  5 10  7  9  7  8  3  3  1  1  1  1
## [1921]  7  7  9 11 11  7 10  1 10 11  7 10  7  1  6  7  2 11  3  3  8  3  2  5
## [1945]  7  9  8 11  3  7 11 10  7  3  3  3  7  7  7  6  3  6  3  3  3 11  6  7
## [1969]  6  4 11  7  9  1  4  5  2  9 10  2  5  5  2  1 10  7  9  6  7  6  1 10
## [1993]  5  2  4  7  4  2  2  9  7  7  6  6  6  4 10  2  2  5  7 10 10  4  7  6
## [2017] 10  2 11 10  6 10  9 10  4  7  6  7  6  7  5 10 10  2  6  5  3  1  4  8
## [2041]  5  3  4  6  2  7 10  6  2  6  6  9  8  4  5  4  7  5  9  7  7 11  8  6
## [2065]  2  6  1 10  9 10 11  5  3  2  5 10  9  1  3  1  7 10  2  1  7  7  3 11
## [2089]  3  6 10  5  6  5 11  7  1  3  1 11 11  6  2  8  7 10  1  5  8 11  7  8
## [2113]  6  5  9  5  9  7  5  6  2  7  1  4  2 10  5  5  7  7  1  9  4  4 10  1
## [2137]  3  6 11  3  5  5  6  7  3  2  6  6  5  6  5 11  8  4  6  7  1  5 10  8
## [2161]  8  7 11  6  6  7  5  4  7  8 11  6  2  6  7  3 11  7 11  5  7 11  9  5
## [2185]  5  3  7  1  7  4 10 11  7  4  7  7  7  5 10  7  3  7  9  3  1  7  7  7
## [2209] 10  6  6  8  7  5  7  6  2 10  7 11  7  2  8  7  3  5  5  6  7  2  7  8
## [2233]  2  3  1  1  6 11  7  7  5  5  9  5 11  7  7 11 10  2  7  5  3  6  7  7
## [2257]  9  5  7 10  4  7  4  3  2  5  6  7  3 10  3  7 11 10  7  1  5  9  5  5
## [2281]  5  7  7  5  1 11  1  7  6  2  8  7  9  7  7  5  8  7  5 11  6  7 10  2
## [2305]  2 11  2  7  6  7  2  8  1 10  8  8  5  7  5  5  2  1  9 11  7  2 10 10
## [2329] 11 11  1  8 11  8  2  7  2  9  2  7 11  7 10  7  9  1  7  7  5  1 11 11
## [2353]  9  2  6  2  2  4  2  6  1  5  1 11  1  7  7 11  7  6  6  3 10  9 10  2
## [2377]  6  5  2  9  6  2  7  6  5  7  3  7  7  2 11  5  4  2  9  7  5  3  6 11
## [2401]  6  1  1 10  5  9  3  7  7 10  5 10  7 11  2  1  2  3 11  3  3  7  3  2
## [2425]  2  7  3  1  6  3  9  7  6  2  7  2 11  7  2  3  3  8  7  6  5  7  2  5
## [2449]  7 11  7  2  5  6  2  7  5 11  5 11  5  6  5  7 11  7  6  5 10  9  7  2
## [2473]  1  7  5  5  7 11  1  1  7  3  8  2  2  7  6  5 11  6 10  7  7 11  7  5
## [2497] 10  1  7 10  3  5  1  3  9  7  4  7  3  3  2  1  4  9  9  7  1  4 10  3
## [2521] 11 10  3  5  7  6  5  9  4  9  9  9 11  9  1  1  9 11  6 10  9 11  1  7
## [2545]  9  4  3  8  2  1  1  4  4  1  3  2  1  8 10  3 11  1  7  5  5 11  3  9
## [2569]  5  4  1  9  6 11  9  1  3  5 10 11  9 10  8  1 10  8  7  5  6  6  1  2
## [2593]  6  3  9  3  3  8  6  3  3  7  7 10  3 10  1 10  3  9 10  1  7  7  7  6
## [2617]  6  7  7  3 10  9  9 11  6  6  8  2  5  4  9  7  5  7 11  1 11  4  5  2
## [2641]  5 10  4  1  2  4  9  9  1  8  3  6  5  7  7  3  7 11  3 11  4  7  2  7
## [2665] 11  8 11  3  9  5  7  6  7 11  7  9  6  7  2  9  5  3  5  9  5  9  2  9
## [2689]  2  7  1  1  5  2  9  7  7  4  7  7  7  3  8 10 11  9  9  3  7  6  7  9
## [2713]  8  1  7 10
cluster1$size
## cluster
##   1   2   3   4   5   6   7   8   9  10  11 
## 159 322 259 153 210 305 507 160 207 220 214
cluster1$modes
##                          Crash_Severity    CrType        Facility
## 1                   BC (Moderate/Minor) Sideswipe Two Way Roadway
## 2  O (No Injury / Property Damage Only) Sideswipe           Other
## 3  O (No Injury / Property Damage Only) Sideswipe Two Way Roadway
## 4  O (No Injury / Property Damage Only) Sideswipe Two Way Roadway
## 5  O (No Injury / Property Damage Only) Sideswipe           Other
## 6  O (No Injury / Property Damage Only)     Angle           Other
## 7  O (No Injury / Property Damage Only) Sideswipe           Other
## 8                   BC (Moderate/Minor) Sideswipe Two Way Roadway
## 9  O (No Injury / Property Damage Only)     Angle           Other
## 10 O (No Injury / Property Damage Only)     Angle Two Way Roadway
## 11 O (No Injury / Property Damage Only) Sideswipe Two Way Roadway
##    Commercial_Motor_Vehicle     Lighting_Condition NumVeh              Location
## 1                        No               Daylight    Two Four-Way Intersection
## 2                        No               Daylight    Two   Not An Intersection
## 3                        No               Daylight    Two   Not An Intersection
## 4                        No               Daylight    Two   Not An Intersection
## 5                        No               Daylight    Two   Not An Intersection
## 6                        No               Daylight    Two   Not An Intersection
## 7                        No               Daylight    Two   Not An Intersection
## 8                        No               Daylight    Two   Not An Intersection
## 9                        No               Daylight    Two   Not An Intersection
## 10                       No Dark - Lighted Roadway    Two   Not An Intersection
## 11                       No               Daylight    Two   Not An Intersection
##    Surface_Cond  Road_Conition       Contri_Fac  DrGen DrImp ThruLn
## 1           Dry Straight Level    Improper Turn   Male    No  Multi
## 2           Dry Straight Level    Improper Turn   Male    No    Two
## 3           Wet Straight Level    Improper Turn   Male    No    Two
## 4           Dry Straight Grade    Improper Turn   Male    No    Two
## 5           Dry Straight Level    Improper Turn   Male    No  Multi
## 6           Dry Straight Level    Improper Turn Female    No    Two
## 7           Dry Straight Level    Improper Turn   Male    No    Two
## 8           Dry Straight Level            Other   Male    No    Two
## 9           Dry Straight Level Failure To Yield   Male    No    Two
## 10          Dry Straight Level            Other   Male    No    Two
## 11          Dry Straight Level            Other Female    No  Multi
##            Object            PSL                  Seq_Event
## 1  Nothing Struck      45-60 MPH Motor Vehicle In Transport
## 2  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 3  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 4  Nothing Struck 25 MPH or less Motor Vehicle In Transport
## 5  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 6  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 7  Nothing Struck 25 MPH or less Motor Vehicle In Transport
## 8  Nothing Struck      30-40 MPH Motor Vehicle In Transport
## 9  Nothing Struck      45-60 MPH Motor Vehicle In Transport
## 10 Nothing Struck      45-60 MPH Motor Vehicle In Transport
## 11 Nothing Struck      45-60 MPH Motor Vehicle In Transport
##                   VehTyp Wthr_Cond Arterial_Expressway
## 1          Passenger Car     Clear                 Yes
## 2          Passenger Car     Clear                 Yes
## 3          Passenger Car      Rain                 Yes
## 4          Passenger Car     Clear                  No
## 5  Sport Utility Vehicle     Clear                 Yes
## 6          Passenger Car     Clear                 Yes
## 7          Passenger Car     Clear                  No
## 8  Sport Utility Vehicle    Cloudy                 Yes
## 9                  Other     Clear                  No
## 10         Passenger Car     Clear                 Yes
## 11         Passenger Car     Clear                 Yes
cluster1$withindiff
##  [1]  686 1190 1318  718  807 1234 2256  768 1113 1244  983
cluster1$iterations
## [1] 11
cluster1$weighted
## [1] FALSE
## and visualize with some jitters:
cluster.output <- cbind(data2,cluster1$cluster)
write.csv(cluster.output, file = "kmodes_cluster_output_Uturn.csv", row.names = TRUE)

CCA

#install.packages("clustrd")
#install.packages("clustrd", repos = "https://cloud.r-project.org/")
library(clustrd)


#Find the number of cluster and dimension

#criterion = "asw", "ch", "crit"

#In general, the higher the ASW and CH values, the better the cluster separation.
#A value of alphak closer to 1 puts more weight on the dimension reduction (MCA) part of the objective function, 
#whereas a value closer to 0 gives more importance to the clustering criterion. 

#Decision about cluster selection
t1 = tuneclus(data2, 
              nclusrange = 3:5,   #trial
              ndimrange = 2:2,    #do not change
              method = c("clusCA"),
              criterion = "asw",  #may change  "asw", "ch", "crit"
              dst = "full", 
              alpha = NULL, 
              alphak = 0,
              center = TRUE, 
              scale = TRUE, 
              rotation = "varimax", 
              nstart = 20,
              smartStart = NULL, 
              seed = 1234)
## [1] "Running for 3 clusters and 2 dimensions..."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%[1] "Running for 4 clusters and 2 dimensions..."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%[1] "Running for 5 clusters and 2 dimensions..."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
print(t1)
## 
## The best solution was obtained for 3 clusters of sizes 2211 (81.4%), 418 (15.4%), 87 (3.2%) in 2 dimensions, for an average Silhouette width value of 0.167.
## 
## Cluster quality criterion values across the specified range of clusters (rows) and dimensions (columns):
##      X2
## 3 0.167
## 4 0.136
## 5 0.108
## 
## The average Silhouette width values of each cluster are:
## [1] 0.16 0.15 0.31
## 
## Cluster centroids:
##             Dim.1   Dim.2
## Cluster 1 -0.0067 -0.0019
## Cluster 2  0.0355 -0.0020
## Cluster 3  0.0003  0.0589
## 
## Within cluster sum of squares by cluster:
## [1] 0.0495 0.0320 0.0195
##  (between_SS / total_SS =  90.27 %) 
## 
## Objective criterion value: 5.8846 
## 
## Available output:
## 
## [1] "clusobjbest" "nclusbest"   "ndimbest"    "critbest"    "critgrid"   
## [6] "crit"        "cluasw"
summary(t1)
## 
## The best solution was obtained for 3 clusters of sizes 2211 (81.4%), 418 (15.4%), 87 (3.2%) in 2 dimensions, for a cluster quality criterion value of 0.167.
## 
## Cluster quality criterion values across the specified range of clusters (rows) and dimensions (columns):
##      X2
## 3 0.167
## 4 0.136
## 5 0.108
## 
## Cluster centroids:
##             Dim.1   Dim.2
## Cluster 1 -0.0067 -0.0019
## Cluster 2  0.0355 -0.0020
## Cluster 3  0.0003  0.0589
## 
## Variable scores:
##      Dim.1   Dim.2
## 1  -0.0064 -0.0044
## 2  -0.0027 -0.0062
## 3   0.0021  0.0016
## 4  -0.0106 -0.0062
## 5   0.0560 -0.0065
## 6   0.0271 -0.0064
## 7   0.0003  0.1866
## 8  -0.0106 -0.0049
## 9  -0.0107 -0.0062
## 10 -0.0015  0.0167
## 11 -0.0005  0.0027
## 12  0.0017 -0.0063
## 13  0.0006 -0.0035
## 14 -0.0020 -0.0003
## 15  0.0153  0.0024
## 16  0.0002  0.0023
## 17  0.0227  0.0021
## 18 -0.0004 -0.0008
## 19 -0.0029 -0.0008
## 20  0.0160  0.0087
## 21 -0.0095  0.0145
## 22  0.0565 -0.0065
## 23 -0.0103  0.0008
## 24 -0.0053 -0.0045
## 25  0.0009  0.0020
## 26  0.0077 -0.0047
## 27 -0.0006 -0.0042
## 28 -0.0011  0.0002
## 29  0.0005  0.0426
## 30  0.0100 -0.0021
## 31  0.0036 -0.0020
## 32  0.0016 -0.0039
## 33  0.0012  0.0028
## 34 -0.0033  0.1240
## 35 -0.0011 -0.0009
## 36  0.0002  0.0001
## 37  0.0536  0.0019
## 38 -0.0107 -0.0057
## 39  0.0042 -0.0054
## 40 -0.0050 -0.0012
## 41  0.0058  0.0078
## 42 -0.0023 -0.0003
## 43  0.0018 -0.0016
## 44 -0.0032  0.0106
## 45 -0.0007 -0.0001
## 46  0.0293  0.0066
## 47 -0.0060 -0.0051
## 48  0.0004  0.0157
## 49  0.0020  0.0010
## 50  0.0527 -0.0065
## 51 -0.0074  0.0006
## 52  0.0445 -0.0026
## 53  0.0524 -0.0022
## 54  0.0464 -0.0065
## 55  0.0005  0.0118
## 56 -0.0050 -0.0049
## 57  0.0054 -0.0063
## 58  0.0100 -0.0040
## 59  0.0059 -0.0063
## 60 -0.0107 -0.0056
## 61  0.0328 -0.0048
## 62  0.0005  0.1890
## 63  0.0511 -0.0043
## 64  0.0010  0.0082
## 65 -0.0037 -0.0015
## 66  0.0000  0.0014
## 67  0.0405  0.0043
## 68 -0.0016 -0.0031
## 69 -0.0009  0.0007
## 70  0.0002 -0.0011
## 71  0.0189  0.0292
## 72  0.0029 -0.0041
## 73  0.0042  0.0002
## 74  0.0045  0.0060
## 75 -0.0031 -0.0042
## 
## Within cluster sum of squares by cluster:
## [1] 0.0495 0.0320 0.0195
##  (between_SS / total_SS =  90.27 %) 
## 
## Clustering vector:
##    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15   16 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
##   17   18   19   20   21   22   23   24   25   26   27   28   29   30   31   32 
##    1    1    1    1    1    1    1    1    2    1    2    1    1    1    1    2 
##   33   34   35   36   37   38   39   40   41   42   43   44   45   46   47   48 
##    1    2    2    1    1    3    1    1    1    1    2    1    1    1    1    2 
##   49   50   51   52   53   54   55   56   57   58   59   60   61   62   63   64 
##    1    1    1    2    1    1    1    1    1    1    1    1    2    1    1    1 
##   65   66   67   68   69   70   71   72   73   74   75   76   77   78   79   80 
##    1    1    2    2    2    2    1    1    2    1    1    1    1    1    1    1 
##   81   82   83   84   85   86   87   88   89   90   91   92   93   94   95   96 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
##   97   98   99  100  101  102  103  104  105  106  107  108  109  110  111  112 
##    2    1    1    1    1    1    1    2    1    1    1    1    1    1    2    2 
##  113  114  115  116  117  118  119  120  121  122  123  124  125  126  127  128 
##    1    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1 
##  129  130  131  132  133  134  135  136  137  138  139  140  141  142  143  144 
##    1    2    2    1    1    1    3    1    1    1    1    2    1    1    1    1 
##  145  146  147  148  149  150  151  152  153  154  155  156  157  158  159  160 
##    1    1    1    1    1    2    2    1    2    1    1    1    1    1    2    2 
##  161  162  163  164  165  166  167  168  169  170  171  172  173  174  175  176 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    2    1    1 
##  177  178  179  180  181  182  183  184  185  186  187  188  189  190  191  192 
##    3    2    3    2    1    2    1    1    1    1    1    1    1    1    1    1 
##  193  194  195  196  197  198  199  200  201  202  203  204  205  206  207  208 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    3    1 
##  209  210  211  212  213  214  215  216  217  218  219  220  221  222  223  224 
##    1    1    1    1    1    1    2    2    3    1    1    1    1    3    1    1 
##  225  226  227  228  229  230  231  232  233  234  235  236  237  238  239  240 
##    1    3    2    1    1    1    1    1    1    1    1    1    2    1    1    1 
##  241  242  243  244  245  246  247  248  249  250  251  252  253  254  255  256 
##    1    1    1    1    1    1    1    1    1    3    2    2    1    1    3    1 
##  257  258  259  260  261  262  263  264  265  266  267  268  269  270  271  272 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    3    1    1 
##  273  274  275  276  277  278  279  280  281  282  283  284  285  286  287  288 
##    1    1    2    1    1    1    1    1    1    2    1    1    2    1    1    1 
##  289  290  291  292  293  294  295  296  297  298  299  300  301  302  303  304 
##    1    1    1    1    1    1    3    1    1    1    1    1    1    2    1    2 
##  305  306  307  308  309  310  311  312  313  314  315  316  317  318  319  320 
##    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1    1 
##  321  322  323  324  325  326  327  328  329  330  331  332  333  334  335  336 
##    1    1    1    1    3    3    1    1    1    1    1    2    1    3    1    1 
##  337  338  339  340  341  342  343  344  345  346  347  348  349  350  351  352 
##    1    1    1    2    2    2    1    1    1    1    1    1    2    1    1    1 
##  353  354  355  356  357  358  359  360  361  362  363  364  365  366  367  368 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
##  369  370  371  372  373  374  375  376  377  378  379  380  381  382  383  384 
##    1    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1 
##  385  386  387  388  389  390  391  392  393  394  395  396  397  398  399  400 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    2    1 
##  401  402  403  404  405  406  407  408  409  410  411  412  413  414  415  416 
##    1    1    1    2    2    1    1    1    1    2    1    1    1    1    2    1 
##  417  418  419  420  421  422  423  424  425  426  427  428  429  430  431  432 
##    1    1    1    1    2    1    2    1    1    1    1    3    3    1    1    1 
##  433  434  435  436  437  438  439  440  441  442  443  444  445  446  447  448 
##    1    1    1    3    1    2    1    1    1    1    1    1    1    1    1    1 
##  449  450  451  452  453  454  455  456  457  458  459  460  461  462  463  464 
##    3    1    1    1    2    1    1    1    2    2    1    1    2    1    1    1 
##  465  466  467  468  469  470  471  472  473  474  475  476  477  478  479  480 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  481  482  483  484  485  486  487  488  489  490  491  492  493  494  495  496 
##    2    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
##  497  498  499  500  501  502  503  504  505  506  507  508  509  510  511  512 
##    2    1    2    1    1    1    1    1    1    1    1    2    2    1    1    2 
##  513  514  515  516  517  518  519  520  521  522  523  524  525  526  527  528 
##    1    1    2    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  529  530  531  532  533  534  535  536  537  538  539  540  541  542  543  544 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
##  545  546  547  548  549  550  551  552  553  554  555  556  557  558  559  560 
##    1    3    1    1    2    2    2    1    1    1    2    1    1    1    1    2 
##  561  562  563  564  565  566  567  568  569  570  571  572  573  574  575  576 
##    2    2    1    2    2    1    1    1    1    1    1    1    1    1    1    1 
##  577  578  579  580  581  582  583  584  585  586  587  588  589  590  591  592 
##    2    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  593  594  595  596  597  598  599  600  601  602  603  604  605  606  607  608 
##    1    1    1    2    2    1    1    1    2    1    2    1    1    1    1    2 
##  609  610  611  612  613  614  615  616  617  618  619  620  621  622  623  624 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  625  626  627  628  629  630  631  632  633  634  635  636  637  638  639  640 
##    1    1    1    1    1    1    1    1    1    3    1    1    2    1    1    1 
##  641  642  643  644  645  646  647  648  649  650  651  652  653  654  655  656 
##    1    1    1    1    1    1    2    1    1    1    1    3    1    1    2    1 
##  657  658  659  660  661  662  663  664  665  666  667  668  669  670  671  672 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  673  674  675  676  677  678  679  680  681  682  683  684  685  686  687  688 
##    2    1    1    1    1    1    1    1    1    3    2    1    2    1    2    1 
##  689  690  691  692  693  694  695  696  697  698  699  700  701  702  703  704 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  705  706  707  708  709  710  711  712  713  714  715  716  717  718  719  720 
##    1    1    1    1    1    1    1    1    1    1    1    3    2    2    1    2 
##  721  722  723  724  725  726  727  728  729  730  731  732  733  734  735  736 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  737  738  739  740  741  742  743  744  745  746  747  748  749  750  751  752 
##    1    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  753  754  755  756  757  758  759  760  761  762  763  764  765  766  767  768 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
##  769  770  771  772  773  774  775  776  777  778  779  780  781  782  783  784 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  785  786  787  788  789  790  791  792  793  794  795  796  797  798  799  800 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  801  802  803  804  805  806  807  808  809  810  811  812  813  814  815  816 
##    1    2    1    1    1    1    1    3    1    1    1    3    1    1    1    1 
##  817  818  819  820  821  822  823  824  825  826  827  828  829  830  831  832 
##    1    1    1    2    2    1    1    2    1    1    1    1    1    2    1    1 
##  833  834  835  836  837  838  839  840  841  842  843  844  845  846  847  848 
##    1    1    1    1    1    2    1    1    2    1    1    2    2    1    2    1 
##  849  850  851  852  853  854  855  856  857  858  859  860  861  862  863  864 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    1    1    1 
##  865  866  867  868  869  870  871  872  873  874  875  876  877  878  879  880 
##    1    1    1    1    3    2    3    1    1    1    1    1    2    1    1    1 
##  881  882  883  884  885  886  887  888  889  890  891  892  893  894  895  896 
##    1    1    2    2    1    1    2    1    1    1    1    1    1    1    1    1 
##  897  898  899  900  901  902  903  904  905  906  907  908  909  910  911  912 
##    1    1    1    1    1    1    1    2    1    2    1    2    1    1    1    1 
##  913  914  915  916  917  918  919  920  921  922  923  924  925  926  927  928 
##    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1    3 
##  929  930  931  932  933  934  935  936  937  938  939  940  941  942  943  944 
##    1    2    1    1    1    1    1    1    1    3    1    1    1    1    1    1 
##  945  946  947  948  949  950  951  952  953  954  955  956  957  958  959  960 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  961  962  963  964  965  966  967  968  969  970  971  972  973  974  975  976 
##    2    1    1    1    1    1    1    1    2    1    2    1    2    1    1    2 
##  977  978  979  980  981  982  983  984  985  986  987  988  989  990  991  992 
##    2    1    1    2    1    1    1    1    1    1    3    1    2    1    1    1 
##  993  994  995  996  997  998  999 1000 1001 1002 1003 1004 1005 1006 1007 1008 
##    2    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1 
## 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 
##    1    1    2    1    1    2    1    1    2    1    1    2    2    1    2    1 
## 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 
##    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 
##    1    1    3    1    1    1    1    1    1    1    2    1    1    2    1    1 
## 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 
##    1    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 
##    2    1    1    1    1    1    1    1    1    3    2    3    1    1    1    1 
## 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 
##    1    1    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 
##    1    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1 
## 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 
##    1    1    1    2    1    2    1    1    1    1    1    1    2    1    1    1 
## 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 
##    1    1    1    1    2    1    1    1    2    1    1    1    2    1    1    1 
## 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 
##    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 
##    1    1    1    1    1    1    1    1    1    3    1    1    1    1    2    1 
## 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 
##    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2    1 
## 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 
##    3    1    1    3    2    1    1    1    1    1    1    1    1    1    1    1 
## 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 
##    1    1    2    1    1    1    1    1    1    3    1    1    1    1    1    1 
## 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 
##    1    1    1    1    1    1    1    1    3    1    2    1    2    1    1    1 
## 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 
##    1    1    1    1    3    1    3    1    1    1    1    1    1    1    1    2 
## 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 
##    2    1    1    2    1    1    2    2    1    1    1    2    1    2    1    1 
## 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 
##    2    1    1    2    1    3    1    2    2    1    2    2    1    1    1    1 
## 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 
##    1    2    1    1    1    2    2    2    2    1    2    1    1    1    2    1 
## 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 
##    1    1    2    1    1    1    1    2    1    1    1    2    1    1    1    2 
## 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 
##    2    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
## 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 
##    3    2    1    1    1    2    1    1    1    1    2    1    2    1    1    1 
## 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 
##    1    2    1    1    1    2    2    1    1    1    1    2    1    2    1    1 
## 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 
##    1    2    1    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 
##    1    1    1    1    1    1    2    1    1    1    3    1    1    1    2    1 
## 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
## 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 
##    1    1    2    1    1    1    2    1    1    1    1    2    1    1    1    1 
## 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 
##    2    1    1    1    2    1    1    1    1    1    1    3    1    1    1    1 
## 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 
##    1    1    2    1    1    1    1    2    1    1    1    1    1    1    1    2 
## 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 
##    2    1    1    1    1    3    1    1    1    1    1    3    1    1    1    1 
## 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 
##    1    1    3    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
## 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 
##    2    1    1    2    1    1    1    1    3    1    1    3    1    1    1    1 
## 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1 
## 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 
##    1    2    1    1    1    1    1    1    1    1    1    2    1    1    1    2 
## 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 
##    2    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 
##    3    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
## 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 
##    2    1    1    3    1    1    1    1    1    1    1    2    1    1    1    1 
## 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    2    1 
## 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 
##    1    3    3    1    1    1    2    2    1    1    1    1    1    1    1    1 
## 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 
##    2    1    1    2    1    1    2    1    1    1    1    1    1    1    1    1 
## 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 
##    2    1    1    2    2    1    1    2    2    1    1    1    1    1    1    1 
## 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 
##    2    1    2    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 
##    1    2    1    2    1    1    1    1    1    1    2    1    1    1    1    1 
## 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 
##    2    1    1    1    2    1    1    1    1    1    2    1    1    1    1    1 
## 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 
##    2    1    1    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 
##    1    2    2    1    1    2    1    1    1    2    1    1    2    1    2    1 
## 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 
##    2    1    1    1    1    2    1    1    2    1    1    1    2    1    1    1 
## 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    2 
## 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 
##    1    2    1    1    2    1    1    1    1    1    1    1    1    1    2    1 
## 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 
##    1    1    1    1    1    1    1    1    2    1    3    3    1    1    1    1 
## 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 
##    2    1    1    2    1    1    1    2    1    1    1    1    1    2    1    1 
## 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 
##    1    1    1    1    1    1    1    1    2    1    1    1    1    2    1    1 
## 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 
##    1    1    2    1    1    1    2    1    1    1    1    3    1    1    1    1 
## 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 
##    1    1    1    3    1    1    2    1    1    1    1    2    3    1    1    1 
## 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 
##    2    1    1    1    1    3    1    1    1    1    2    1    2    1    1    3 
## 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 
##    1    2    2    1    1    1    1    1    2    2    1    1    1    1    3    1 
## 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 
##    1    1    1    1    2    1    2    1    1    1    1    1    1    1    2    1 
## 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 
##    2    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    2    1 
## 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    2    2    1 
## 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    2    1 
## 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 
##    1    1    1    1    2    1    3    1    1    1    3    1    1    1    1    1 
## 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 
##    2    1    1    1    1    2    1    1    1    1    3    1    1    1    1    1 
## 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 
##    1    1    2    1    1    1    1    1    1    3    2    1    1    1    1    2 
## 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 
##    1    1    1    3    1    1    1    1    2    1    1    1    1    1    1    1 
## 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 
##    1    1    1    3    1    1    1    3    1    2    1    1    2    3    1    1 
## 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 
##    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1    1 
## 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    3    1 
## 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    3    1 
## 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    1    1    1 
## 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 
##    1    1    2    1    2    1    1    2    1    1    1    1    1    1    1    2 
## 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1 
## 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
## 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 
##    1    1    1    1    2    1    2    1    1    1    2    1    1    1    1    1 
## 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 
##    1    1    1    3    2    1    1    1    1    1    2    2    1    1    1    1 
## 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 
##    1    1    1    2    1    1    1    2    1    1    1    2    2    1    1    1 
## 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 
##    1    2    2    1    1    2    2    1    1    1    2    1    1    1    3    2 
## 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 
##    1    1    1    2    1    2    1    1    2    1    2    2    1    1    1    1 
## 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 
##    1    2    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 
##    2    1    1    1    1    1    1    1    2    1    1    1    1    1    1    2 
## 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 
##    3    2    2    1    1    1    1    1    1    1    2    1    1    1    1    2 
## 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 
##    1    1    2    2    2    1    2    1    1    3    1    1    1    1    1    2 
## 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 
##    1    1    1    1    1    1    1    1    1    2    1    1    2    1    1    1 
## 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 
##    1    1    1    1    1    1    3    1    2    2    1    1    1    1    1    1 
## 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 
##    1    1    1    1    2    2    1    1    1    2    1    1    1    1    1    1 
## 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 
##    1    1    3    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 
##    1    2    1    1    1    1    2    1    1    1    1    1    1    2    1    1 
## 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 
##    1    1    1    1    2    1    1    1    1    1    1    1 
## 
## Objective criterion value: 5.8846 
## 
## Available output:
## 
## [1] "clusobjbest" "nclusbest"   "ndimbest"    "critbest"    "critgrid"   
## [6] "crit"        "cluasw"
t1$cluasw
##         1         2         3 
## 0.1647595 0.1490908 0.3119760
t1$critgrid
##      X2
## 3 0.167
## 4 0.136
## 5 0.108
t1$clusobjbest$criterion
## [1] 5.88458
t1$clusobjbest$cluster
##    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15   16 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
##   17   18   19   20   21   22   23   24   25   26   27   28   29   30   31   32 
##    1    1    1    1    1    1    1    1    2    1    2    1    1    1    1    2 
##   33   34   35   36   37   38   39   40   41   42   43   44   45   46   47   48 
##    1    2    2    1    1    3    1    1    1    1    2    1    1    1    1    2 
##   49   50   51   52   53   54   55   56   57   58   59   60   61   62   63   64 
##    1    1    1    2    1    1    1    1    1    1    1    1    2    1    1    1 
##   65   66   67   68   69   70   71   72   73   74   75   76   77   78   79   80 
##    1    1    2    2    2    2    1    1    2    1    1    1    1    1    1    1 
##   81   82   83   84   85   86   87   88   89   90   91   92   93   94   95   96 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
##   97   98   99  100  101  102  103  104  105  106  107  108  109  110  111  112 
##    2    1    1    1    1    1    1    2    1    1    1    1    1    1    2    2 
##  113  114  115  116  117  118  119  120  121  122  123  124  125  126  127  128 
##    1    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1 
##  129  130  131  132  133  134  135  136  137  138  139  140  141  142  143  144 
##    1    2    2    1    1    1    3    1    1    1    1    2    1    1    1    1 
##  145  146  147  148  149  150  151  152  153  154  155  156  157  158  159  160 
##    1    1    1    1    1    2    2    1    2    1    1    1    1    1    2    2 
##  161  162  163  164  165  166  167  168  169  170  171  172  173  174  175  176 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    2    1    1 
##  177  178  179  180  181  182  183  184  185  186  187  188  189  190  191  192 
##    3    2    3    2    1    2    1    1    1    1    1    1    1    1    1    1 
##  193  194  195  196  197  198  199  200  201  202  203  204  205  206  207  208 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    3    1 
##  209  210  211  212  213  214  215  216  217  218  219  220  221  222  223  224 
##    1    1    1    1    1    1    2    2    3    1    1    1    1    3    1    1 
##  225  226  227  228  229  230  231  232  233  234  235  236  237  238  239  240 
##    1    3    2    1    1    1    1    1    1    1    1    1    2    1    1    1 
##  241  242  243  244  245  246  247  248  249  250  251  252  253  254  255  256 
##    1    1    1    1    1    1    1    1    1    3    2    2    1    1    3    1 
##  257  258  259  260  261  262  263  264  265  266  267  268  269  270  271  272 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    3    1    1 
##  273  274  275  276  277  278  279  280  281  282  283  284  285  286  287  288 
##    1    1    2    1    1    1    1    1    1    2    1    1    2    1    1    1 
##  289  290  291  292  293  294  295  296  297  298  299  300  301  302  303  304 
##    1    1    1    1    1    1    3    1    1    1    1    1    1    2    1    2 
##  305  306  307  308  309  310  311  312  313  314  315  316  317  318  319  320 
##    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1    1 
##  321  322  323  324  325  326  327  328  329  330  331  332  333  334  335  336 
##    1    1    1    1    3    3    1    1    1    1    1    2    1    3    1    1 
##  337  338  339  340  341  342  343  344  345  346  347  348  349  350  351  352 
##    1    1    1    2    2    2    1    1    1    1    1    1    2    1    1    1 
##  353  354  355  356  357  358  359  360  361  362  363  364  365  366  367  368 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
##  369  370  371  372  373  374  375  376  377  378  379  380  381  382  383  384 
##    1    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1 
##  385  386  387  388  389  390  391  392  393  394  395  396  397  398  399  400 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    2    1 
##  401  402  403  404  405  406  407  408  409  410  411  412  413  414  415  416 
##    1    1    1    2    2    1    1    1    1    2    1    1    1    1    2    1 
##  417  418  419  420  421  422  423  424  425  426  427  428  429  430  431  432 
##    1    1    1    1    2    1    2    1    1    1    1    3    3    1    1    1 
##  433  434  435  436  437  438  439  440  441  442  443  444  445  446  447  448 
##    1    1    1    3    1    2    1    1    1    1    1    1    1    1    1    1 
##  449  450  451  452  453  454  455  456  457  458  459  460  461  462  463  464 
##    3    1    1    1    2    1    1    1    2    2    1    1    2    1    1    1 
##  465  466  467  468  469  470  471  472  473  474  475  476  477  478  479  480 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  481  482  483  484  485  486  487  488  489  490  491  492  493  494  495  496 
##    2    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
##  497  498  499  500  501  502  503  504  505  506  507  508  509  510  511  512 
##    2    1    2    1    1    1    1    1    1    1    1    2    2    1    1    2 
##  513  514  515  516  517  518  519  520  521  522  523  524  525  526  527  528 
##    1    1    2    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  529  530  531  532  533  534  535  536  537  538  539  540  541  542  543  544 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
##  545  546  547  548  549  550  551  552  553  554  555  556  557  558  559  560 
##    1    3    1    1    2    2    2    1    1    1    2    1    1    1    1    2 
##  561  562  563  564  565  566  567  568  569  570  571  572  573  574  575  576 
##    2    2    1    2    2    1    1    1    1    1    1    1    1    1    1    1 
##  577  578  579  580  581  582  583  584  585  586  587  588  589  590  591  592 
##    2    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  593  594  595  596  597  598  599  600  601  602  603  604  605  606  607  608 
##    1    1    1    2    2    1    1    1    2    1    2    1    1    1    1    2 
##  609  610  611  612  613  614  615  616  617  618  619  620  621  622  623  624 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  625  626  627  628  629  630  631  632  633  634  635  636  637  638  639  640 
##    1    1    1    1    1    1    1    1    1    3    1    1    2    1    1    1 
##  641  642  643  644  645  646  647  648  649  650  651  652  653  654  655  656 
##    1    1    1    1    1    1    2    1    1    1    1    3    1    1    2    1 
##  657  658  659  660  661  662  663  664  665  666  667  668  669  670  671  672 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  673  674  675  676  677  678  679  680  681  682  683  684  685  686  687  688 
##    2    1    1    1    1    1    1    1    1    3    2    1    2    1    2    1 
##  689  690  691  692  693  694  695  696  697  698  699  700  701  702  703  704 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  705  706  707  708  709  710  711  712  713  714  715  716  717  718  719  720 
##    1    1    1    1    1    1    1    1    1    1    1    3    2    2    1    2 
##  721  722  723  724  725  726  727  728  729  730  731  732  733  734  735  736 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  737  738  739  740  741  742  743  744  745  746  747  748  749  750  751  752 
##    1    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  753  754  755  756  757  758  759  760  761  762  763  764  765  766  767  768 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
##  769  770  771  772  773  774  775  776  777  778  779  780  781  782  783  784 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  785  786  787  788  789  790  791  792  793  794  795  796  797  798  799  800 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  801  802  803  804  805  806  807  808  809  810  811  812  813  814  815  816 
##    1    2    1    1    1    1    1    3    1    1    1    3    1    1    1    1 
##  817  818  819  820  821  822  823  824  825  826  827  828  829  830  831  832 
##    1    1    1    2    2    1    1    2    1    1    1    1    1    2    1    1 
##  833  834  835  836  837  838  839  840  841  842  843  844  845  846  847  848 
##    1    1    1    1    1    2    1    1    2    1    1    2    2    1    2    1 
##  849  850  851  852  853  854  855  856  857  858  859  860  861  862  863  864 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    1    1    1 
##  865  866  867  868  869  870  871  872  873  874  875  876  877  878  879  880 
##    1    1    1    1    3    2    3    1    1    1    1    1    2    1    1    1 
##  881  882  883  884  885  886  887  888  889  890  891  892  893  894  895  896 
##    1    1    2    2    1    1    2    1    1    1    1    1    1    1    1    1 
##  897  898  899  900  901  902  903  904  905  906  907  908  909  910  911  912 
##    1    1    1    1    1    1    1    2    1    2    1    2    1    1    1    1 
##  913  914  915  916  917  918  919  920  921  922  923  924  925  926  927  928 
##    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1    3 
##  929  930  931  932  933  934  935  936  937  938  939  940  941  942  943  944 
##    1    2    1    1    1    1    1    1    1    3    1    1    1    1    1    1 
##  945  946  947  948  949  950  951  952  953  954  955  956  957  958  959  960 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  961  962  963  964  965  966  967  968  969  970  971  972  973  974  975  976 
##    2    1    1    1    1    1    1    1    2    1    2    1    2    1    1    2 
##  977  978  979  980  981  982  983  984  985  986  987  988  989  990  991  992 
##    2    1    1    2    1    1    1    1    1    1    3    1    2    1    1    1 
##  993  994  995  996  997  998  999 1000 1001 1002 1003 1004 1005 1006 1007 1008 
##    2    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1 
## 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 
##    1    1    2    1    1    2    1    1    2    1    1    2    2    1    2    1 
## 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 
##    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 
##    1    1    3    1    1    1    1    1    1    1    2    1    1    2    1    1 
## 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 
##    1    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 
##    2    1    1    1    1    1    1    1    1    3    2    3    1    1    1    1 
## 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 
##    1    1    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 
##    1    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1 
## 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 
##    1    1    1    2    1    2    1    1    1    1    1    1    2    1    1    1 
## 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 
##    1    1    1    1    2    1    1    1    2    1    1    1    2    1    1    1 
## 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 
##    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 
##    1    1    1    1    1    1    1    1    1    3    1    1    1    1    2    1 
## 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 
##    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2    1 
## 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 
##    3    1    1    3    2    1    1    1    1    1    1    1    1    1    1    1 
## 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 
##    1    1    2    1    1    1    1    1    1    3    1    1    1    1    1    1 
## 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 
##    1    1    1    1    1    1    1    1    3    1    2    1    2    1    1    1 
## 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 
##    1    1    1    1    3    1    3    1    1    1    1    1    1    1    1    2 
## 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 
##    2    1    1    2    1    1    2    2    1    1    1    2    1    2    1    1 
## 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 
##    2    1    1    2    1    3    1    2    2    1    2    2    1    1    1    1 
## 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 
##    1    2    1    1    1    2    2    2    2    1    2    1    1    1    2    1 
## 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 
##    1    1    2    1    1    1    1    2    1    1    1    2    1    1    1    2 
## 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 
##    2    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
## 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 
##    3    2    1    1    1    2    1    1    1    1    2    1    2    1    1    1 
## 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 
##    1    2    1    1    1    2    2    1    1    1    1    2    1    2    1    1 
## 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 
##    1    2    1    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 
##    1    1    1    1    1    1    2    1    1    1    3    1    1    1    2    1 
## 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
## 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 
##    1    1    2    1    1    1    2    1    1    1    1    2    1    1    1    1 
## 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 
##    2    1    1    1    2    1    1    1    1    1    1    3    1    1    1    1 
## 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 
##    1    1    2    1    1    1    1    2    1    1    1    1    1    1    1    2 
## 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 
##    2    1    1    1    1    3    1    1    1    1    1    3    1    1    1    1 
## 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 
##    1    1    3    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
## 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 
##    2    1    1    2    1    1    1    1    3    1    1    3    1    1    1    1 
## 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1 
## 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 
##    1    2    1    1    1    1    1    1    1    1    1    2    1    1    1    2 
## 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 
##    2    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 
##    3    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
## 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 
##    2    1    1    3    1    1    1    1    1    1    1    2    1    1    1    1 
## 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    2    1 
## 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 
##    1    3    3    1    1    1    2    2    1    1    1    1    1    1    1    1 
## 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 
##    2    1    1    2    1    1    2    1    1    1    1    1    1    1    1    1 
## 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 
##    2    1    1    2    2    1    1    2    2    1    1    1    1    1    1    1 
## 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 
##    2    1    2    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 
##    1    2    1    2    1    1    1    1    1    1    2    1    1    1    1    1 
## 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 
##    2    1    1    1    2    1    1    1    1    1    2    1    1    1    1    1 
## 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 
##    2    1    1    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 
##    1    2    2    1    1    2    1    1    1    2    1    1    2    1    2    1 
## 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 
##    2    1    1    1    1    2    1    1    2    1    1    1    2    1    1    1 
## 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    2 
## 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 
##    1    2    1    1    2    1    1    1    1    1    1    1    1    1    2    1 
## 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 
##    1    1    1    1    1    1    1    1    2    1    3    3    1    1    1    1 
## 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 
##    2    1    1    2    1    1    1    2    1    1    1    1    1    2    1    1 
## 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 
##    1    1    1    1    1    1    1    1    2    1    1    1    1    2    1    1 
## 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 
##    1    1    2    1    1    1    2    1    1    1    1    3    1    1    1    1 
## 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 
##    1    1    1    3    1    1    2    1    1    1    1    2    3    1    1    1 
## 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 
##    2    1    1    1    1    3    1    1    1    1    2    1    2    1    1    3 
## 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 
##    1    2    2    1    1    1    1    1    2    2    1    1    1    1    3    1 
## 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 
##    1    1    1    1    2    1    2    1    1    1    1    1    1    1    2    1 
## 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 
##    2    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    2    1 
## 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    2    2    1 
## 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    2    1 
## 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 
##    1    1    1    1    2    1    3    1    1    1    3    1    1    1    1    1 
## 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 
##    2    1    1    1    1    2    1    1    1    1    3    1    1    1    1    1 
## 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 
##    1    1    2    1    1    1    1    1    1    3    2    1    1    1    1    2 
## 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 
##    1    1    1    3    1    1    1    1    2    1    1    1    1    1    1    1 
## 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 
##    1    1    1    3    1    1    1    3    1    2    1    1    2    3    1    1 
## 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 
##    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1    1 
## 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    3    1 
## 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    3    1 
## 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    1    1    1 
## 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 
##    1    1    2    1    2    1    1    2    1    1    1    1    1    1    1    2 
## 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1 
## 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
## 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 
##    1    1    1    1    2    1    2    1    1    1    2    1    1    1    1    1 
## 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 
##    1    1    1    3    2    1    1    1    1    1    2    2    1    1    1    1 
## 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 
##    1    1    1    2    1    1    1    2    1    1    1    2    2    1    1    1 
## 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 
##    1    2    2    1    1    2    2    1    1    1    2    1    1    1    3    2 
## 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 
##    1    1    1    2    1    2    1    1    2    1    2    2    1    1    1    1 
## 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 
##    1    2    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 
##    2    1    1    1    1    1    1    1    2    1    1    1    1    1    1    2 
## 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 
##    3    2    2    1    1    1    1    1    1    1    2    1    1    1    1    2 
## 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 
##    1    1    2    2    2    1    2    1    1    3    1    1    1    1    1    2 
## 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 
##    1    1    1    1    1    1    1    1    1    2    1    1    2    1    1    1 
## 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 
##    1    1    1    1    1    1    3    1    2    2    1    1    1    1    1    1 
## 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 
##    1    1    1    1    2    2    1    1    1    2    1    1    1    1    1    1 
## 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 
##    1    1    3    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 
##    1    2    1    1    1    1    2    1    1    1    1    1    1    2    1    1 
## 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 
##    1    1    1    1    2    1    1    1    1    1    1    1
#Best solution = 3 clusters in 2 dimensions --- Best results (used in paper)

#Apply clusCA
#value of alphak closer to 1 puts more weight on the dimension reduction (MCA) part of the objective function, 
#whereas a value closer to 0 gives more importance to the clustering criterion.
#inboot = Used internally in the bootstrap functions to perform bootstrapping on the indicator matrix.
?clusmca

#Try different number of clusters
#This is the time you need to decide on the number of clusters

#Execution
x1 = clusmca(data2, 3, 2, 
             method=c("clusCA"),
             alphak = 0.5, 
             nstart = 100, 
             smartStart = NULL, 
             gamma = TRUE,
             inboot = FALSE, 
             seed = 1234)
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
plot(x1)

summary(x1)
## Solution with 3 clusters of sizes 2211 (81.4%), 418 (15.4%), 87 (3.2%) in 2 dimensions. 
## 
## Cluster centroids:
##             Dim.1   Dim.2
## Cluster 1 -0.0067 -0.0019
## Cluster 2  0.0355 -0.0020
## Cluster 3  0.0003  0.0589
## 
## Variable scores:
##      Dim.1   Dim.2
## 1  -0.0064 -0.0044
## 2  -0.0027 -0.0062
## 3   0.0021  0.0016
## 4  -0.0106 -0.0062
## 5   0.0560 -0.0065
## 6   0.0271 -0.0064
## 7   0.0003  0.1866
## 8  -0.0106 -0.0049
## 9  -0.0107 -0.0062
## 10 -0.0015  0.0167
## 11 -0.0005  0.0027
## 12  0.0017 -0.0063
## 13  0.0006 -0.0035
## 14 -0.0020 -0.0003
## 15  0.0153  0.0024
## 16  0.0002  0.0023
## 17  0.0227  0.0021
## 18 -0.0004 -0.0008
## 19 -0.0029 -0.0008
## 20  0.0160  0.0087
## 21 -0.0095  0.0145
## 22  0.0565 -0.0065
## 23 -0.0103  0.0008
## 24 -0.0053 -0.0045
## 25  0.0009  0.0020
## 26  0.0077 -0.0047
## 27 -0.0006 -0.0042
## 28 -0.0011  0.0002
## 29  0.0005  0.0426
## 30  0.0100 -0.0021
## 31  0.0036 -0.0020
## 32  0.0016 -0.0039
## 33  0.0012  0.0028
## 34 -0.0033  0.1240
## 35 -0.0011 -0.0009
## 36  0.0002  0.0001
## 37  0.0536  0.0019
## 38 -0.0107 -0.0057
## 39  0.0042 -0.0054
## 40 -0.0050 -0.0012
## 41  0.0058  0.0078
## 42 -0.0023 -0.0003
## 43  0.0018 -0.0016
## 44 -0.0032  0.0106
## 45 -0.0007 -0.0001
## 46  0.0293  0.0066
## 47 -0.0060 -0.0051
## 48  0.0004  0.0157
## 49  0.0020  0.0010
## 50  0.0527 -0.0065
## 51 -0.0074  0.0006
## 52  0.0445 -0.0026
## 53  0.0524 -0.0022
## 54  0.0464 -0.0065
## 55  0.0005  0.0118
## 56 -0.0050 -0.0049
## 57  0.0054 -0.0063
## 58  0.0100 -0.0040
## 59  0.0059 -0.0063
## 60 -0.0107 -0.0056
## 61  0.0328 -0.0048
## 62  0.0005  0.1890
## 63  0.0511 -0.0043
## 64  0.0010  0.0082
## 65 -0.0037 -0.0015
## 66  0.0000  0.0014
## 67  0.0405  0.0043
## 68 -0.0016 -0.0031
## 69 -0.0009  0.0007
## 70  0.0002 -0.0011
## 71  0.0189  0.0292
## 72  0.0029 -0.0041
## 73  0.0042  0.0002
## 74  0.0045  0.0060
## 75 -0.0031 -0.0042
## 
## Within cluster sum of squares by cluster:
## [1] 0.0495 0.0320 0.0195
##  (between_SS / total_SS =   90.27 %) 
## 
## Clustering vector:
##    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15   16 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
##   17   18   19   20   21   22   23   24   25   26   27   28   29   30   31   32 
##    1    1    1    1    1    1    1    1    2    1    2    1    1    1    1    2 
##   33   34   35   36   37   38   39   40   41   42   43   44   45   46   47   48 
##    1    2    2    1    1    3    1    1    1    1    2    1    1    1    1    2 
##   49   50   51   52   53   54   55   56   57   58   59   60   61   62   63   64 
##    1    1    1    2    1    1    1    1    1    1    1    1    2    1    1    1 
##   65   66   67   68   69   70   71   72   73   74   75   76   77   78   79   80 
##    1    1    2    2    2    2    1    1    2    1    1    1    1    1    1    1 
##   81   82   83   84   85   86   87   88   89   90   91   92   93   94   95   96 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
##   97   98   99  100  101  102  103  104  105  106  107  108  109  110  111  112 
##    2    1    1    1    1    1    1    2    1    1    1    1    1    1    2    2 
##  113  114  115  116  117  118  119  120  121  122  123  124  125  126  127  128 
##    1    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1 
##  129  130  131  132  133  134  135  136  137  138  139  140  141  142  143  144 
##    1    2    2    1    1    1    3    1    1    1    1    2    1    1    1    1 
##  145  146  147  148  149  150  151  152  153  154  155  156  157  158  159  160 
##    1    1    1    1    1    2    2    1    2    1    1    1    1    1    2    2 
##  161  162  163  164  165  166  167  168  169  170  171  172  173  174  175  176 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    2    1    1 
##  177  178  179  180  181  182  183  184  185  186  187  188  189  190  191  192 
##    3    2    3    2    1    2    1    1    1    1    1    1    1    1    1    1 
##  193  194  195  196  197  198  199  200  201  202  203  204  205  206  207  208 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    3    1 
##  209  210  211  212  213  214  215  216  217  218  219  220  221  222  223  224 
##    1    1    1    1    1    1    2    2    3    1    1    1    1    3    1    1 
##  225  226  227  228  229  230  231  232  233  234  235  236  237  238  239  240 
##    1    3    2    1    1    1    1    1    1    1    1    1    2    1    1    1 
##  241  242  243  244  245  246  247  248  249  250  251  252  253  254  255  256 
##    1    1    1    1    1    1    1    1    1    3    2    2    1    1    3    1 
##  257  258  259  260  261  262  263  264  265  266  267  268  269  270  271  272 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    3    1    1 
##  273  274  275  276  277  278  279  280  281  282  283  284  285  286  287  288 
##    1    1    2    1    1    1    1    1    1    2    1    1    2    1    1    1 
##  289  290  291  292  293  294  295  296  297  298  299  300  301  302  303  304 
##    1    1    1    1    1    1    3    1    1    1    1    1    1    2    1    2 
##  305  306  307  308  309  310  311  312  313  314  315  316  317  318  319  320 
##    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1    1 
##  321  322  323  324  325  326  327  328  329  330  331  332  333  334  335  336 
##    1    1    1    1    3    3    1    1    1    1    1    2    1    3    1    1 
##  337  338  339  340  341  342  343  344  345  346  347  348  349  350  351  352 
##    1    1    1    2    2    2    1    1    1    1    1    1    2    1    1    1 
##  353  354  355  356  357  358  359  360  361  362  363  364  365  366  367  368 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
##  369  370  371  372  373  374  375  376  377  378  379  380  381  382  383  384 
##    1    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1 
##  385  386  387  388  389  390  391  392  393  394  395  396  397  398  399  400 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    2    1 
##  401  402  403  404  405  406  407  408  409  410  411  412  413  414  415  416 
##    1    1    1    2    2    1    1    1    1    2    1    1    1    1    2    1 
##  417  418  419  420  421  422  423  424  425  426  427  428  429  430  431  432 
##    1    1    1    1    2    1    2    1    1    1    1    3    3    1    1    1 
##  433  434  435  436  437  438  439  440  441  442  443  444  445  446  447  448 
##    1    1    1    3    1    2    1    1    1    1    1    1    1    1    1    1 
##  449  450  451  452  453  454  455  456  457  458  459  460  461  462  463  464 
##    3    1    1    1    2    1    1    1    2    2    1    1    2    1    1    1 
##  465  466  467  468  469  470  471  472  473  474  475  476  477  478  479  480 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  481  482  483  484  485  486  487  488  489  490  491  492  493  494  495  496 
##    2    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
##  497  498  499  500  501  502  503  504  505  506  507  508  509  510  511  512 
##    2    1    2    1    1    1    1    1    1    1    1    2    2    1    1    2 
##  513  514  515  516  517  518  519  520  521  522  523  524  525  526  527  528 
##    1    1    2    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  529  530  531  532  533  534  535  536  537  538  539  540  541  542  543  544 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
##  545  546  547  548  549  550  551  552  553  554  555  556  557  558  559  560 
##    1    3    1    1    2    2    2    1    1    1    2    1    1    1    1    2 
##  561  562  563  564  565  566  567  568  569  570  571  572  573  574  575  576 
##    2    2    1    2    2    1    1    1    1    1    1    1    1    1    1    1 
##  577  578  579  580  581  582  583  584  585  586  587  588  589  590  591  592 
##    2    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  593  594  595  596  597  598  599  600  601  602  603  604  605  606  607  608 
##    1    1    1    2    2    1    1    1    2    1    2    1    1    1    1    2 
##  609  610  611  612  613  614  615  616  617  618  619  620  621  622  623  624 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  625  626  627  628  629  630  631  632  633  634  635  636  637  638  639  640 
##    1    1    1    1    1    1    1    1    1    3    1    1    2    1    1    1 
##  641  642  643  644  645  646  647  648  649  650  651  652  653  654  655  656 
##    1    1    1    1    1    1    2    1    1    1    1    3    1    1    2    1 
##  657  658  659  660  661  662  663  664  665  666  667  668  669  670  671  672 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  673  674  675  676  677  678  679  680  681  682  683  684  685  686  687  688 
##    2    1    1    1    1    1    1    1    1    3    2    1    2    1    2    1 
##  689  690  691  692  693  694  695  696  697  698  699  700  701  702  703  704 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  705  706  707  708  709  710  711  712  713  714  715  716  717  718  719  720 
##    1    1    1    1    1    1    1    1    1    1    1    3    2    2    1    2 
##  721  722  723  724  725  726  727  728  729  730  731  732  733  734  735  736 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  737  738  739  740  741  742  743  744  745  746  747  748  749  750  751  752 
##    1    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  753  754  755  756  757  758  759  760  761  762  763  764  765  766  767  768 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
##  769  770  771  772  773  774  775  776  777  778  779  780  781  782  783  784 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  785  786  787  788  789  790  791  792  793  794  795  796  797  798  799  800 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  801  802  803  804  805  806  807  808  809  810  811  812  813  814  815  816 
##    1    2    1    1    1    1    1    3    1    1    1    3    1    1    1    1 
##  817  818  819  820  821  822  823  824  825  826  827  828  829  830  831  832 
##    1    1    1    2    2    1    1    2    1    1    1    1    1    2    1    1 
##  833  834  835  836  837  838  839  840  841  842  843  844  845  846  847  848 
##    1    1    1    1    1    2    1    1    2    1    1    2    2    1    2    1 
##  849  850  851  852  853  854  855  856  857  858  859  860  861  862  863  864 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    1    1    1 
##  865  866  867  868  869  870  871  872  873  874  875  876  877  878  879  880 
##    1    1    1    1    3    2    3    1    1    1    1    1    2    1    1    1 
##  881  882  883  884  885  886  887  888  889  890  891  892  893  894  895  896 
##    1    1    2    2    1    1    2    1    1    1    1    1    1    1    1    1 
##  897  898  899  900  901  902  903  904  905  906  907  908  909  910  911  912 
##    1    1    1    1    1    1    1    2    1    2    1    2    1    1    1    1 
##  913  914  915  916  917  918  919  920  921  922  923  924  925  926  927  928 
##    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1    3 
##  929  930  931  932  933  934  935  936  937  938  939  940  941  942  943  944 
##    1    2    1    1    1    1    1    1    1    3    1    1    1    1    1    1 
##  945  946  947  948  949  950  951  952  953  954  955  956  957  958  959  960 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  961  962  963  964  965  966  967  968  969  970  971  972  973  974  975  976 
##    2    1    1    1    1    1    1    1    2    1    2    1    2    1    1    2 
##  977  978  979  980  981  982  983  984  985  986  987  988  989  990  991  992 
##    2    1    1    2    1    1    1    1    1    1    3    1    2    1    1    1 
##  993  994  995  996  997  998  999 1000 1001 1002 1003 1004 1005 1006 1007 1008 
##    2    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1 
## 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 
##    1    1    2    1    1    2    1    1    2    1    1    2    2    1    2    1 
## 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 
##    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 
##    1    1    3    1    1    1    1    1    1    1    2    1    1    2    1    1 
## 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 
##    1    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 
##    2    1    1    1    1    1    1    1    1    3    2    3    1    1    1    1 
## 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 
##    1    1    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 
##    1    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1 
## 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 
##    1    1    1    2    1    2    1    1    1    1    1    1    2    1    1    1 
## 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 
##    1    1    1    1    2    1    1    1    2    1    1    1    2    1    1    1 
## 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 
##    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 
##    1    1    1    1    1    1    1    1    1    3    1    1    1    1    2    1 
## 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 
##    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2    1 
## 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 
##    3    1    1    3    2    1    1    1    1    1    1    1    1    1    1    1 
## 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 
##    1    1    2    1    1    1    1    1    1    3    1    1    1    1    1    1 
## 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 
##    1    1    1    1    1    1    1    1    3    1    2    1    2    1    1    1 
## 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 
##    1    1    1    1    3    1    3    1    1    1    1    1    1    1    1    2 
## 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 
##    2    1    1    2    1    1    2    2    1    1    1    2    1    2    1    1 
## 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 
##    2    1    1    2    1    3    1    2    2    1    2    2    1    1    1    1 
## 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 
##    1    2    1    1    1    2    2    2    2    1    2    1    1    1    2    1 
## 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 
##    1    1    2    1    1    1    1    2    1    1    1    2    1    1    1    2 
## 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 
##    2    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
## 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 
##    3    2    1    1    1    2    1    1    1    1    2    1    2    1    1    1 
## 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 
##    1    2    1    1    1    2    2    1    1    1    1    2    1    2    1    1 
## 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 
##    1    2    1    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 
##    1    1    1    1    1    1    2    1    1    1    3    1    1    1    2    1 
## 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
## 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 
##    1    1    2    1    1    1    2    1    1    1    1    2    1    1    1    1 
## 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 
##    2    1    1    1    2    1    1    1    1    1    1    3    1    1    1    1 
## 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 
##    1    1    2    1    1    1    1    2    1    1    1    1    1    1    1    2 
## 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 
##    2    1    1    1    1    3    1    1    1    1    1    3    1    1    1    1 
## 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 
##    1    1    3    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
## 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 
##    2    1    1    2    1    1    1    1    3    1    1    3    1    1    1    1 
## 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1 
## 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 
##    1    2    1    1    1    1    1    1    1    1    1    2    1    1    1    2 
## 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 
##    2    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 
##    3    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
## 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 
##    2    1    1    3    1    1    1    1    1    1    1    2    1    1    1    1 
## 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    2    1 
## 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 
##    1    3    3    1    1    1    2    2    1    1    1    1    1    1    1    1 
## 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 
##    2    1    1    2    1    1    2    1    1    1    1    1    1    1    1    1 
## 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 
##    2    1    1    2    2    1    1    2    2    1    1    1    1    1    1    1 
## 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 
##    2    1    2    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 
##    1    2    1    2    1    1    1    1    1    1    2    1    1    1    1    1 
## 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 
##    2    1    1    1    2    1    1    1    1    1    2    1    1    1    1    1 
## 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 
##    2    1    1    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 
##    1    2    2    1    1    2    1    1    1    2    1    1    2    1    2    1 
## 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 
##    2    1    1    1    1    2    1    1    2    1    1    1    2    1    1    1 
## 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    2 
## 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 
##    1    2    1    1    2    1    1    1    1    1    1    1    1    1    2    1 
## 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 
##    1    1    1    1    1    1    1    1    2    1    3    3    1    1    1    1 
## 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 
##    2    1    1    2    1    1    1    2    1    1    1    1    1    2    1    1 
## 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 
##    1    1    1    1    1    1    1    1    2    1    1    1    1    2    1    1 
## 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 
##    1    1    2    1    1    1    2    1    1    1    1    3    1    1    1    1 
## 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 
##    1    1    1    3    1    1    2    1    1    1    1    2    3    1    1    1 
## 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 
##    2    1    1    1    1    3    1    1    1    1    2    1    2    1    1    3 
## 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 
##    1    2    2    1    1    1    1    1    2    2    1    1    1    1    3    1 
## 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 
##    1    1    1    1    2    1    2    1    1    1    1    1    1    1    2    1 
## 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 
##    2    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    2    1 
## 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    2    2    1 
## 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    2    1 
## 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 
##    1    1    1    1    2    1    3    1    1    1    3    1    1    1    1    1 
## 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 
##    2    1    1    1    1    2    1    1    1    1    3    1    1    1    1    1 
## 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 
##    1    1    2    1    1    1    1    1    1    3    2    1    1    1    1    2 
## 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 
##    1    1    1    3    1    1    1    1    2    1    1    1    1    1    1    1 
## 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 
##    1    1    1    3    1    1    1    3    1    2    1    1    2    3    1    1 
## 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 
##    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1    1 
## 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    3    1 
## 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    3    1 
## 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    1    1    1 
## 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 
##    1    1    2    1    2    1    1    2    1    1    1    1    1    1    1    2 
## 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1 
## 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
## 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 
##    1    1    1    1    2    1    2    1    1    1    2    1    1    1    1    1 
## 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 
##    1    1    1    3    2    1    1    1    1    1    2    2    1    1    1    1 
## 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 
##    1    1    1    2    1    1    1    2    1    1    1    2    2    1    1    1 
## 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 
##    1    2    2    1    1    2    2    1    1    1    2    1    1    1    3    2 
## 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 
##    1    1    1    2    1    2    1    1    2    1    2    2    1    1    1    1 
## 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 
##    1    2    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 
##    2    1    1    1    1    1    1    1    2    1    1    1    1    1    1    2 
## 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 
##    3    2    2    1    1    1    1    1    1    1    2    1    1    1    1    2 
## 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 
##    1    1    2    2    2    1    2    1    1    3    1    1    1    1    1    2 
## 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 
##    1    1    1    1    1    1    1    1    1    2    1    1    2    1    1    1 
## 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 
##    1    1    1    1    1    1    3    1    2    2    1    1    1    1    1    1 
## 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 
##    1    1    1    1    2    2    1    1    1    2    1    1    1    1    1    1 
## 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 
##    1    1    3    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 
##    1    2    1    1    1    1    2    1    1    1    1    1    1    2    1    1 
## 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 
##    1    1    1    1    2    1    1    1    1    1    1    1 
## 
## Objective criterion value: 5.8846 
## 
## Available output:
## 
## [1] "obscoord"  "attcoord"  "centroid"  "cluster"   "criterion" "size"     
## [7] "odata"     "nstart"
x1$odata
##                            Crash_Severity         CrType        Facility
## 1    O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2    O (No Injury / Property Damage Only)          Angle           Other
## 3    O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 4                     BC (Moderate/Minor)      Sideswipe           Other
## 5    O (No Injury / Property Damage Only)      Sideswipe           Other
## 6                     BC (Moderate/Minor)      Sideswipe           Other
## 7    O (No Injury / Property Damage Only)          Angle           Other
## 8    O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 9    O (No Injury / Property Damage Only)          Angle           Other
## 10   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 11   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 12   O (No Injury / Property Damage Only)      Sideswipe           Other
## 13   O (No Injury / Property Damage Only)          Angle           Other
## 14   O (No Injury / Property Damage Only)      Sideswipe           Other
## 15   O (No Injury / Property Damage Only)      Sideswipe           Other
## 16   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 17   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 18   O (No Injury / Property Damage Only)      Sideswipe           Other
## 19   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 20   O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 21   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 22   O (No Injury / Property Damage Only)          Angle           Other
## 23   O (No Injury / Property Damage Only)          Angle One Way Roadway
## 24   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 25   O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 26   O (No Injury / Property Damage Only)      Sideswipe           Other
## 27   O (No Injury / Property Damage Only)   Fixed Object           Other
## 28   O (No Injury / Property Damage Only)          Angle           Other
## 29                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 30   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 31   O (No Injury / Property Damage Only)      Sideswipe           Other
## 32   O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 33   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 34   O (No Injury / Property Damage Only)          Other           Other
## 35   O (No Injury / Property Damage Only)          Other Two Way Roadway
## 36                    BC (Moderate/Minor)          Angle Two Way Roadway
## 37                    BC (Moderate/Minor)      Sideswipe           Other
## 38   O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 39                    BC (Moderate/Minor)          Angle           Other
## 40   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 41   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 42                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 43   O (No Injury / Property Damage Only)   Fixed Object           Other
## 44   O (No Injury / Property Damage Only)      Sideswipe           Other
## 45                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 46                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 47   O (No Injury / Property Damage Only)      Sideswipe           Other
## 48                    BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 49   O (No Injury / Property Damage Only)          Angle           Other
## 50   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 51   O (No Injury / Property Damage Only)          Angle           Other
## 52                    BC (Moderate/Minor)          Angle Two Way Roadway
## 53   O (No Injury / Property Damage Only)      Sideswipe           Other
## 54   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 55   O (No Injury / Property Damage Only)          Angle           Other
## 56   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 57                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 58   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 59   O (No Injury / Property Damage Only)      Sideswipe           Other
## 60                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 61   O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 62   O (No Injury / Property Damage Only)      Sideswipe           Other
## 63                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 64   O (No Injury / Property Damage Only)      Sideswipe           Other
## 65                    BC (Moderate/Minor)      Sideswipe           Other
## 66                    BC (Moderate/Minor)          Angle Two Way Roadway
## 67   O (No Injury / Property Damage Only)   Fixed Object           Other
## 68   O (No Injury / Property Damage Only)          Other Two Way Roadway
## 69   O (No Injury / Property Damage Only)   Fixed Object           Other
## 70   O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 71   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 72   O (No Injury / Property Damage Only)      Sideswipe           Other
## 73   O (No Injury / Property Damage Only)          Other           Other
## 74                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 75   O (No Injury / Property Damage Only)      Sideswipe           Other
## 76   O (No Injury / Property Damage Only)      Sideswipe           Other
## 77   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 78   O (No Injury / Property Damage Only)      Sideswipe           Other
## 79   O (No Injury / Property Damage Only)      Sideswipe           Other
## 80   O (No Injury / Property Damage Only)      Sideswipe           Other
## 81   O (No Injury / Property Damage Only)          Other Two Way Roadway
## 82   O (No Injury / Property Damage Only)      Sideswipe           Other
## 83   O (No Injury / Property Damage Only)   Fixed Object           Other
## 84   O (No Injury / Property Damage Only)          Other            Ramp
## 85   O (No Injury / Property Damage Only)      Sideswipe           Other
## 86   O (No Injury / Property Damage Only)          Angle           Other
## 87                    BC (Moderate/Minor)          Angle           Other
## 88   O (No Injury / Property Damage Only)      Sideswipe           Other
## 89   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 90   O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 91                    BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 92   O (No Injury / Property Damage Only)          Angle           Other
## 93   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 94   O (No Injury / Property Damage Only)          Other Two Way Roadway
## 95   O (No Injury / Property Damage Only)      Sideswipe           Other
## 96   O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 97   O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 98   O (No Injury / Property Damage Only)          Angle           Other
## 99                    BC (Moderate/Minor)          Angle           Other
## 100  O (No Injury / Property Damage Only)      Sideswipe           Other
## 101  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 102                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 103  O (No Injury / Property Damage Only)          Angle           Other
## 104  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 105                   BC (Moderate/Minor)      Sideswipe           Other
## 106                   BC (Moderate/Minor)          Angle           Other
## 107                   BC (Moderate/Minor)      Sideswipe           Other
## 108  O (No Injury / Property Damage Only)          Angle           Other
## 109  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 110  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 111  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 112  O (No Injury / Property Damage Only)   Fixed Object           Other
## 113  O (No Injury / Property Damage Only)      Sideswipe           Other
## 114  O (No Injury / Property Damage Only)      Sideswipe           Other
## 115  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 116                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 117  O (No Injury / Property Damage Only)      Sideswipe           Other
## 118                   BC (Moderate/Minor)      Sideswipe           Other
## 119  O (No Injury / Property Damage Only)      Sideswipe           Other
## 120  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 121  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 122                   BC (Moderate/Minor)      Sideswipe           Other
## 123  O (No Injury / Property Damage Only)          Angle           Other
## 124  O (No Injury / Property Damage Only)      Sideswipe           Other
## 125  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 126  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 127                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 128                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 129  O (No Injury / Property Damage Only)      Sideswipe           Other
## 130  O (No Injury / Property Damage Only)   Fixed Object           Other
## 131  O (No Injury / Property Damage Only)   Fixed Object           Other
## 132  O (No Injury / Property Damage Only)          Angle           Other
## 133  O (No Injury / Property Damage Only)      Sideswipe           Other
## 134  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 135  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 136                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 137  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 138  O (No Injury / Property Damage Only)      Sideswipe           Other
## 139                   BC (Moderate/Minor)          Angle Two Way Roadway
## 140                     KA (Fatal/Severe)   Fixed Object           Other
## 141  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 142                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 143  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 144  O (No Injury / Property Damage Only)      Sideswipe           Other
## 145  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 146  O (No Injury / Property Damage Only)      Sideswipe           Other
## 147  O (No Injury / Property Damage Only)      Sideswipe           Other
## 148  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 149  O (No Injury / Property Damage Only)          Angle           Other
## 150  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 151  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 152                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 153  O (No Injury / Property Damage Only)   Fixed Object           Other
## 154                   BC (Moderate/Minor)      Sideswipe           Other
## 155  O (No Injury / Property Damage Only)      Sideswipe           Other
## 156  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 157                   BC (Moderate/Minor)      Sideswipe           Other
## 158                   BC (Moderate/Minor)          Angle           Other
## 159                   BC (Moderate/Minor)          Other           Other
## 160  O (No Injury / Property Damage Only)   Fixed Object           Other
## 161                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 162                     KA (Fatal/Severe)          Angle Two Way Roadway
## 163                   BC (Moderate/Minor)      Sideswipe           Other
## 164  O (No Injury / Property Damage Only)   Fixed Object           Other
## 165                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 166  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 167  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 168                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 169  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 170  O (No Injury / Property Damage Only)      Sideswipe           Other
## 171                   BC (Moderate/Minor)          Other           Other
## 172                   BC (Moderate/Minor)      Sideswipe           Other
## 173                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 174  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 175                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 176                   BC (Moderate/Minor)      Sideswipe           Other
## 177                   BC (Moderate/Minor) Parked Vehicle           Other
## 178  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 179  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 180  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 181  O (No Injury / Property Damage Only)          Angle           Other
## 182  O (No Injury / Property Damage Only)   Fixed Object           Other
## 183  O (No Injury / Property Damage Only)          Angle           Other
## 184  O (No Injury / Property Damage Only)      Sideswipe           Other
## 185  O (No Injury / Property Damage Only)      Sideswipe           Other
## 186  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 187  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 188  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 189  O (No Injury / Property Damage Only)      Sideswipe           Other
## 190  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 191                   BC (Moderate/Minor)      Sideswipe           Other
## 192                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 193                   BC (Moderate/Minor)          Angle           Other
## 194  O (No Injury / Property Damage Only)      Sideswipe           Other
## 195  O (No Injury / Property Damage Only)      Sideswipe           Other
## 196                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 197  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 198  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 199  O (No Injury / Property Damage Only)   Fixed Object           Other
## 200                   BC (Moderate/Minor)      Sideswipe           Other
## 201  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 202  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 203                   BC (Moderate/Minor)      Sideswipe           Other
## 204                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 205  O (No Injury / Property Damage Only)      Sideswipe           Other
## 206  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 207  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 208                   BC (Moderate/Minor)      Sideswipe           Other
## 209  O (No Injury / Property Damage Only)          Angle           Other
## 210                   BC (Moderate/Minor)          Angle           Other
## 211                   BC (Moderate/Minor)          Angle           Other
## 212  O (No Injury / Property Damage Only)      Sideswipe           Other
## 213  O (No Injury / Property Damage Only)      Sideswipe           Other
## 214  O (No Injury / Property Damage Only)      Sideswipe           Other
## 215  O (No Injury / Property Damage Only)   Fixed Object           Other
## 216  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 217  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 218  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 219  O (No Injury / Property Damage Only)      Sideswipe           Other
## 220  O (No Injury / Property Damage Only)      Sideswipe           Other
## 221  O (No Injury / Property Damage Only)      Sideswipe           Other
## 222  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 223  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 224  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 225  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 226  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 227  O (No Injury / Property Damage Only)          Other           Other
## 228                   BC (Moderate/Minor)      Sideswipe           Other
## 229  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 230  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 231                   BC (Moderate/Minor)      Sideswipe           Other
## 232                   BC (Moderate/Minor)          Angle Two Way Roadway
## 233  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 234  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 235  O (No Injury / Property Damage Only)          Angle           Other
## 236  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 237  O (No Injury / Property Damage Only)   Fixed Object           Other
## 238  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 239  O (No Injury / Property Damage Only)      Sideswipe           Other
## 240  O (No Injury / Property Damage Only)      Sideswipe           Other
## 241  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 242  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 243  O (No Injury / Property Damage Only)          Angle           Other
## 244  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 245  O (No Injury / Property Damage Only)      Sideswipe           Other
## 246  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 247  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 248                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 249                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 250                   BC (Moderate/Minor) Parked Vehicle           Other
## 251  O (No Injury / Property Damage Only)   Fixed Object           Other
## 252  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 253  O (No Injury / Property Damage Only)      Sideswipe           Other
## 254                     KA (Fatal/Severe)      Sideswipe           Other
## 255  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 256  O (No Injury / Property Damage Only)      Sideswipe           Other
## 257  O (No Injury / Property Damage Only)          Angle           Other
## 258                     KA (Fatal/Severe)      Sideswipe           Other
## 259  O (No Injury / Property Damage Only)      Sideswipe           Other
## 260  O (No Injury / Property Damage Only)          Other           Other
## 261  O (No Injury / Property Damage Only)      Sideswipe           Other
## 262  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 263  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 264                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 265  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 266  O (No Injury / Property Damage Only)          Angle           Other
## 267                   BC (Moderate/Minor)          Angle           Other
## 268  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 269                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 270  O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 271  O (No Injury / Property Damage Only)          Angle           Other
## 272  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 273  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 274  O (No Injury / Property Damage Only)          Angle           Other
## 275  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 276                   BC (Moderate/Minor)          Angle One Way Roadway
## 277  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 278  O (No Injury / Property Damage Only)          Angle           Other
## 279                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 280  O (No Injury / Property Damage Only)      Sideswipe           Other
## 281  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 282  O (No Injury / Property Damage Only)   Fixed Object           Other
## 283                   BC (Moderate/Minor)      Sideswipe           Other
## 284  O (No Injury / Property Damage Only)      Sideswipe           Other
## 285  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 286                   BC (Moderate/Minor)          Angle Two Way Roadway
## 287                   BC (Moderate/Minor)          Angle           Other
## 288                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 289  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 290  O (No Injury / Property Damage Only)      Sideswipe           Other
## 291  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 292                   BC (Moderate/Minor)      Sideswipe           Other
## 293  O (No Injury / Property Damage Only)      Sideswipe           Other
## 294                   BC (Moderate/Minor)      Sideswipe           Other
## 295  O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 296                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 297  O (No Injury / Property Damage Only)      Sideswipe           Other
## 298  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 299  O (No Injury / Property Damage Only)      Sideswipe           Other
## 300  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 301  O (No Injury / Property Damage Only)          Angle           Other
## 302  O (No Injury / Property Damage Only)   Fixed Object           Other
## 303                   BC (Moderate/Minor)      Sideswipe           Other
## 304  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 305  O (No Injury / Property Damage Only)      Sideswipe           Other
## 306  O (No Injury / Property Damage Only)          Angle           Other
## 307  O (No Injury / Property Damage Only)      Sideswipe           Other
## 308                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 309  O (No Injury / Property Damage Only)      Sideswipe           Other
## 310                   BC (Moderate/Minor)      Sideswipe           Other
## 311  O (No Injury / Property Damage Only)      Sideswipe           Other
## 312  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 313  O (No Injury / Property Damage Only)          Angle           Other
## 314  O (No Injury / Property Damage Only)      Sideswipe           Other
## 315  O (No Injury / Property Damage Only)          Angle           Other
## 316  O (No Injury / Property Damage Only)   Fixed Object           Other
## 317  O (No Injury / Property Damage Only)   Fixed Object           Other
## 318                   BC (Moderate/Minor)      Sideswipe           Other
## 319  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 320                   BC (Moderate/Minor)          Angle Two Way Roadway
## 321  O (No Injury / Property Damage Only)          Angle           Other
## 322  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 323  O (No Injury / Property Damage Only)      Sideswipe           Other
## 324  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 325  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 326  O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 327  O (No Injury / Property Damage Only)      Sideswipe           Other
## 328  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 329  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 330  O (No Injury / Property Damage Only)      Sideswipe           Other
## 331  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 332  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 333                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 334  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 335  O (No Injury / Property Damage Only)      Sideswipe           Other
## 336                     KA (Fatal/Severe)          Angle Two Way Roadway
## 337                   BC (Moderate/Minor)      Sideswipe           Other
## 338                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 339  O (No Injury / Property Damage Only)          Angle           Other
## 340  O (No Injury / Property Damage Only)   Fixed Object           Other
## 341  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 342  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 343  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 344  O (No Injury / Property Damage Only)      Sideswipe           Other
## 345                   BC (Moderate/Minor)          Angle           Other
## 346  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 347  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 348  O (No Injury / Property Damage Only)      Sideswipe           Other
## 349  O (No Injury / Property Damage Only)   Fixed Object           Other
## 350  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 351  O (No Injury / Property Damage Only)      Sideswipe           Other
## 352  O (No Injury / Property Damage Only)      Sideswipe           Other
## 353  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 354                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 355  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 356  O (No Injury / Property Damage Only)      Sideswipe           Other
## 357  O (No Injury / Property Damage Only)      Sideswipe           Other
## 358                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 359  O (No Injury / Property Damage Only)      Sideswipe One Way Roadway
## 360  O (No Injury / Property Damage Only)      Sideswipe           Other
## 361  O (No Injury / Property Damage Only)      Sideswipe           Other
## 362  O (No Injury / Property Damage Only)          Other           Other
## 363  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 364  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 365  O (No Injury / Property Damage Only)      Sideswipe           Other
## 366                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 367  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 368                   BC (Moderate/Minor)      Sideswipe           Other
## 369                   BC (Moderate/Minor)      Sideswipe           Other
## 370  O (No Injury / Property Damage Only)          Angle           Other
## 371  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 372  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 373                   BC (Moderate/Minor)   Fixed Object           Other
## 374  O (No Injury / Property Damage Only)      Sideswipe           Other
## 375  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 376                   BC (Moderate/Minor)          Angle Two Way Roadway
## 377  O (No Injury / Property Damage Only)      Sideswipe           Other
## 378  O (No Injury / Property Damage Only)      Sideswipe           Other
## 379  O (No Injury / Property Damage Only)      Sideswipe           Other
## 380  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 381  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 382  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 383  O (No Injury / Property Damage Only)      Sideswipe           Other
## 384  O (No Injury / Property Damage Only)          Angle           Other
## 385                   BC (Moderate/Minor)          Angle           Other
## 386  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 387                   BC (Moderate/Minor)          Angle           Other
## 388                   BC (Moderate/Minor)          Angle           Other
## 389  O (No Injury / Property Damage Only)      Sideswipe           Other
## 390                   BC (Moderate/Minor)      Sideswipe           Other
## 391  O (No Injury / Property Damage Only)   Fixed Object           Other
## 392  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 393  O (No Injury / Property Damage Only)      Sideswipe           Other
## 394  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 395  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 396  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 397  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 398                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 399  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 400  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 401  O (No Injury / Property Damage Only)      Sideswipe           Other
## 402  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 403  O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 404  O (No Injury / Property Damage Only)   Fixed Object           Other
## 405  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 406  O (No Injury / Property Damage Only)      Sideswipe           Other
## 407  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 408  O (No Injury / Property Damage Only)          Angle           Other
## 409  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 410  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 411  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 412  O (No Injury / Property Damage Only)          Angle           Other
## 413  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 414  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 415  O (No Injury / Property Damage Only)          Other           Other
## 416  O (No Injury / Property Damage Only)          Angle           Other
## 417  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 418                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 419                   BC (Moderate/Minor)          Other Two Way Roadway
## 420  O (No Injury / Property Damage Only)      Sideswipe           Other
## 421  O (No Injury / Property Damage Only)   Fixed Object           Other
## 422  O (No Injury / Property Damage Only)      Sideswipe           Other
## 423  O (No Injury / Property Damage Only)   Fixed Object           Other
## 424  O (No Injury / Property Damage Only)      Sideswipe           Other
## 425                   BC (Moderate/Minor)          Angle           Other
## 426  O (No Injury / Property Damage Only)      Sideswipe           Other
## 427  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 428  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 429  O (No Injury / Property Damage Only) Parked Vehicle One Way Roadway
## 430  O (No Injury / Property Damage Only)      Sideswipe           Other
## 431  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 432  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 433  O (No Injury / Property Damage Only)      Sideswipe           Other
## 434                   BC (Moderate/Minor)          Angle Two Way Roadway
## 435  O (No Injury / Property Damage Only)      Sideswipe           Other
## 436  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 437                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 438  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 439  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 440  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 441                   BC (Moderate/Minor)          Other           Other
## 442  O (No Injury / Property Damage Only)          Angle           Other
## 443                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 444  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 445                   BC (Moderate/Minor)          Angle Two Way Roadway
## 446                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 447  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 448                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 449  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 450                   BC (Moderate/Minor)          Angle           Other
## 451  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 452                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 453  O (No Injury / Property Damage Only)   Fixed Object           Other
## 454  O (No Injury / Property Damage Only)      Sideswipe           Other
## 455  O (No Injury / Property Damage Only)      Sideswipe           Other
## 456  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 457                   BC (Moderate/Minor)   Fixed Object           Other
## 458  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 459  O (No Injury / Property Damage Only)      Sideswipe           Other
## 460  O (No Injury / Property Damage Only)          Angle           Other
## 461  O (No Injury / Property Damage Only)          Other           Other
## 462                   BC (Moderate/Minor)          Angle           Other
## 463  O (No Injury / Property Damage Only)      Sideswipe           Other
## 464  O (No Injury / Property Damage Only)          Angle           Other
## 465  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 466  O (No Injury / Property Damage Only)      Sideswipe           Other
## 467  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 468                   BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 469  O (No Injury / Property Damage Only)          Angle           Other
## 470  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 471  O (No Injury / Property Damage Only)      Sideswipe           Other
## 472  O (No Injury / Property Damage Only)      Sideswipe           Other
## 473  O (No Injury / Property Damage Only)      Sideswipe           Other
## 474  O (No Injury / Property Damage Only)          Angle           Other
## 475  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 476  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 477  O (No Injury / Property Damage Only)          Angle           Other
## 478  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 479  O (No Injury / Property Damage Only)          Angle           Other
## 480                   BC (Moderate/Minor)      Sideswipe           Other
## 481  O (No Injury / Property Damage Only)   Fixed Object           Other
## 482                   BC (Moderate/Minor)      Sideswipe           Other
## 483  O (No Injury / Property Damage Only)      Sideswipe           Other
## 484  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 485  O (No Injury / Property Damage Only)      Sideswipe           Other
## 486  O (No Injury / Property Damage Only)          Angle           Other
## 487  O (No Injury / Property Damage Only)      Sideswipe           Other
## 488                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 489  O (No Injury / Property Damage Only)          Angle           Other
## 490  O (No Injury / Property Damage Only)      Sideswipe           Other
## 491  O (No Injury / Property Damage Only)      Sideswipe           Other
## 492                   BC (Moderate/Minor)      Sideswipe           Other
## 493  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 494  O (No Injury / Property Damage Only)   Fixed Object           Other
## 495  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 496  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 497  O (No Injury / Property Damage Only)   Fixed Object           Other
## 498  O (No Injury / Property Damage Only)      Sideswipe           Other
## 499  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 500                   BC (Moderate/Minor)      Sideswipe           Other
## 501  O (No Injury / Property Damage Only)          Angle            Ramp
## 502  O (No Injury / Property Damage Only)          Angle           Other
## 503  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 504  O (No Injury / Property Damage Only)          Angle           Other
## 505  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 506  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 507  O (No Injury / Property Damage Only)      Sideswipe           Other
## 508  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 509  O (No Injury / Property Damage Only)   Fixed Object           Other
## 510  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 511                   BC (Moderate/Minor)          Angle           Other
## 512  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 513  O (No Injury / Property Damage Only)      Sideswipe           Other
## 514  O (No Injury / Property Damage Only)          Angle           Other
## 515  O (No Injury / Property Damage Only)   Fixed Object           Other
## 516  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 517  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 518  O (No Injury / Property Damage Only)          Angle           Other
## 519  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 520  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 521  O (No Injury / Property Damage Only)      Sideswipe           Other
## 522                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 523  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 524                   BC (Moderate/Minor)          Angle           Other
## 525  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 526  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 527  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 528  O (No Injury / Property Damage Only)      Sideswipe           Other
## 529  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 530  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 531  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 532                   BC (Moderate/Minor)          Angle Two Way Roadway
## 533  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 534  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 535                   BC (Moderate/Minor)          Angle           Other
## 536  O (No Injury / Property Damage Only)      Sideswipe           Other
## 537  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 538  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 539                   BC (Moderate/Minor)      Sideswipe           Other
## 540                   BC (Moderate/Minor)          Angle           Other
## 541  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 542  O (No Injury / Property Damage Only)   Fixed Object           Other
## 543  O (No Injury / Property Damage Only)      Sideswipe           Other
## 544  O (No Injury / Property Damage Only)          Angle           Other
## 545                   BC (Moderate/Minor)      Sideswipe           Other
## 546  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 547  O (No Injury / Property Damage Only)      Sideswipe           Other
## 548                   BC (Moderate/Minor)      Sideswipe           Other
## 549  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 550  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 551  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 552  O (No Injury / Property Damage Only)          Angle           Other
## 553  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 554  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 555  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 556  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 557                   BC (Moderate/Minor)      Sideswipe           Other
## 558  O (No Injury / Property Damage Only)      Sideswipe           Other
## 559  O (No Injury / Property Damage Only)      Sideswipe           Other
## 560  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 561  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 562  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 563  O (No Injury / Property Damage Only)      Sideswipe           Other
## 564  O (No Injury / Property Damage Only)   Fixed Object           Other
## 565  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 566  O (No Injury / Property Damage Only)      Sideswipe           Other
## 567  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 568                   BC (Moderate/Minor)          Angle Two Way Roadway
## 569  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 570  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 571  O (No Injury / Property Damage Only)      Sideswipe           Other
## 572  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 573  O (No Injury / Property Damage Only)      Sideswipe           Other
## 574                   BC (Moderate/Minor)      Sideswipe           Other
## 575  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 576  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 577  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 578  O (No Injury / Property Damage Only)      Sideswipe           Other
## 579                   BC (Moderate/Minor) Parked Vehicle Two Way Roadway
## 580  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 581  O (No Injury / Property Damage Only)      Sideswipe           Other
## 582                   BC (Moderate/Minor)          Angle           Other
## 583  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 584  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 585  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 586  O (No Injury / Property Damage Only)          Other           Other
## 587  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 588                   BC (Moderate/Minor)          Angle Two Way Roadway
## 589  O (No Injury / Property Damage Only)          Angle           Other
## 590  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 591                   BC (Moderate/Minor)      Sideswipe           Other
## 592                   BC (Moderate/Minor)      Sideswipe           Other
## 593  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 594                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 595  O (No Injury / Property Damage Only)          Angle           Other
## 596  O (No Injury / Property Damage Only)   Fixed Object           Other
## 597  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 598  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 599  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 600  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 601  O (No Injury / Property Damage Only)   Fixed Object           Other
## 602                   BC (Moderate/Minor)          Angle           Other
## 603  O (No Injury / Property Damage Only)   Fixed Object           Other
## 604  O (No Injury / Property Damage Only)      Sideswipe           Other
## 605  O (No Injury / Property Damage Only)          Angle           Other
## 606  O (No Injury / Property Damage Only)          Angle           Other
## 607                   BC (Moderate/Minor)          Angle Two Way Roadway
## 608  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 609  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 610  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 611  O (No Injury / Property Damage Only)      Sideswipe           Other
## 612  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 613  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 614  O (No Injury / Property Damage Only)      Sideswipe           Other
## 615  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 616  O (No Injury / Property Damage Only)      Sideswipe           Other
## 617  O (No Injury / Property Damage Only)      Sideswipe           Other
## 618  O (No Injury / Property Damage Only)      Sideswipe           Other
## 619  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 620                   BC (Moderate/Minor)          Angle Two Way Roadway
## 621  O (No Injury / Property Damage Only)          Angle           Other
## 622  O (No Injury / Property Damage Only)      Sideswipe           Other
## 623  O (No Injury / Property Damage Only)      Sideswipe           Other
## 624  O (No Injury / Property Damage Only)      Sideswipe           Other
## 625  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 626                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 627  O (No Injury / Property Damage Only)          Angle           Other
## 628                   BC (Moderate/Minor)          Angle Two Way Roadway
## 629                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 630  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 631  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 632  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 633  O (No Injury / Property Damage Only)          Angle           Other
## 634  O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 635  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 636  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 637  O (No Injury / Property Damage Only)   Fixed Object           Other
## 638                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 639  O (No Injury / Property Damage Only)      Sideswipe           Other
## 640                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 641                     KA (Fatal/Severe)          Angle           Other
## 642  O (No Injury / Property Damage Only)      Sideswipe One Way Roadway
## 643  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 644  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 645                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 646                   BC (Moderate/Minor)          Other           Other
## 647                   BC (Moderate/Minor)   Fixed Object           Other
## 648  O (No Injury / Property Damage Only)      Sideswipe           Other
## 649  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 650                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 651  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 652  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 653                   BC (Moderate/Minor)          Angle One Way Roadway
## 654                   BC (Moderate/Minor)      Sideswipe           Other
## 655  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 656  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 657  O (No Injury / Property Damage Only)          Angle            Ramp
## 658  O (No Injury / Property Damage Only)   Fixed Object           Other
## 659  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 660  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 661  O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 662  O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 663  O (No Injury / Property Damage Only)          Angle           Other
## 664                   BC (Moderate/Minor)          Angle           Other
## 665  O (No Injury / Property Damage Only)      Sideswipe           Other
## 666  O (No Injury / Property Damage Only)          Angle           Other
## 667  O (No Injury / Property Damage Only)      Sideswipe           Other
## 668  O (No Injury / Property Damage Only)      Sideswipe           Other
## 669  O (No Injury / Property Damage Only)          Angle           Other
## 670  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 671  O (No Injury / Property Damage Only)          Angle           Other
## 672  O (No Injury / Property Damage Only)          Angle           Other
## 673  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 674  O (No Injury / Property Damage Only)      Sideswipe           Other
## 675  O (No Injury / Property Damage Only)      Sideswipe           Other
## 676  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 677                     KA (Fatal/Severe)          Other Two Way Roadway
## 678                   BC (Moderate/Minor)      Sideswipe           Other
## 679                   BC (Moderate/Minor)      Sideswipe           Other
## 680  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 681  O (No Injury / Property Damage Only)          Angle           Other
## 682  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 683  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 684  O (No Injury / Property Damage Only)      Sideswipe           Other
## 685                   BC (Moderate/Minor)          Other            Ramp
## 686                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 687  O (No Injury / Property Damage Only)          Other           Other
## 688  O (No Injury / Property Damage Only)      Sideswipe           Other
## 689  O (No Injury / Property Damage Only)      Sideswipe           Other
## 690  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 691  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 692  O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 693                   BC (Moderate/Minor)          Angle           Other
## 694                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 695  O (No Injury / Property Damage Only)      Sideswipe           Other
## 696  O (No Injury / Property Damage Only)          Angle           Other
## 697  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 698  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 699  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 700  O (No Injury / Property Damage Only)      Sideswipe           Other
## 701  O (No Injury / Property Damage Only)          Angle           Other
## 702  O (No Injury / Property Damage Only)          Angle           Other
## 703                   BC (Moderate/Minor)      Sideswipe           Other
## 704  O (No Injury / Property Damage Only)      Sideswipe           Other
## 705  O (No Injury / Property Damage Only)      Sideswipe           Other
## 706  O (No Injury / Property Damage Only)          Angle           Other
## 707                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 708  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 709  O (No Injury / Property Damage Only)          Angle           Other
## 710  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 711                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 712  O (No Injury / Property Damage Only)          Angle           Other
## 713  O (No Injury / Property Damage Only)      Sideswipe           Other
## 714  O (No Injury / Property Damage Only)          Angle           Other
## 715  O (No Injury / Property Damage Only)      Sideswipe           Other
## 716  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 717  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 718  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 719  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 720  O (No Injury / Property Damage Only)   Fixed Object           Other
## 721  O (No Injury / Property Damage Only)      Sideswipe           Other
## 722  O (No Injury / Property Damage Only)          Angle           Other
## 723  O (No Injury / Property Damage Only)          Other           Other
## 724  O (No Injury / Property Damage Only)   Fixed Object           Other
## 725  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 726  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 727  O (No Injury / Property Damage Only)          Angle           Other
## 728  O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 729  O (No Injury / Property Damage Only)      Sideswipe           Other
## 730  O (No Injury / Property Damage Only)      Sideswipe           Other
## 731  O (No Injury / Property Damage Only)      Sideswipe           Other
## 732  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 733                   BC (Moderate/Minor)      Sideswipe           Other
## 734  O (No Injury / Property Damage Only)      Sideswipe           Other
## 735  O (No Injury / Property Damage Only)      Sideswipe           Other
## 736                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 737  O (No Injury / Property Damage Only)          Angle           Other
## 738  O (No Injury / Property Damage Only)      Sideswipe           Other
## 739  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 740  O (No Injury / Property Damage Only)      Sideswipe           Other
## 741  O (No Injury / Property Damage Only)      Sideswipe           Other
## 742                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 743  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 744                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 745  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 746  O (No Injury / Property Damage Only)      Sideswipe           Other
## 747  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 748  O (No Injury / Property Damage Only)      Sideswipe           Other
## 749  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 750  O (No Injury / Property Damage Only)          Angle           Other
## 751  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 752  O (No Injury / Property Damage Only)      Sideswipe           Other
## 753                   BC (Moderate/Minor)          Angle           Other
## 754  O (No Injury / Property Damage Only)          Angle           Other
## 755  O (No Injury / Property Damage Only)      Sideswipe           Other
## 756  O (No Injury / Property Damage Only)      Sideswipe           Other
## 757                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 758                     KA (Fatal/Severe)          Angle Two Way Roadway
## 759  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 760  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 761  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 762                   BC (Moderate/Minor)      Sideswipe           Other
## 763  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 764  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 765  O (No Injury / Property Damage Only)      Sideswipe           Other
## 766  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 767  O (No Injury / Property Damage Only)          Other           Other
## 768  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 769  O (No Injury / Property Damage Only)      Sideswipe           Other
## 770                   BC (Moderate/Minor)      Sideswipe           Other
## 771                   BC (Moderate/Minor)      Sideswipe           Other
## 772  O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 773  O (No Injury / Property Damage Only)      Sideswipe           Other
## 774  O (No Injury / Property Damage Only)          Angle           Other
## 775  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 776  O (No Injury / Property Damage Only)      Sideswipe           Other
## 777  O (No Injury / Property Damage Only)      Sideswipe           Other
## 778  O (No Injury / Property Damage Only)          Angle           Other
## 779                   BC (Moderate/Minor)          Angle           Other
## 780  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 781  O (No Injury / Property Damage Only)          Angle           Other
## 782  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 783  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 784  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 785  O (No Injury / Property Damage Only)      Sideswipe           Other
## 786  O (No Injury / Property Damage Only)   Fixed Object           Other
## 787                   BC (Moderate/Minor)          Angle           Other
## 788  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 789  O (No Injury / Property Damage Only)      Sideswipe           Other
## 790  O (No Injury / Property Damage Only)      Sideswipe           Other
## 791                   BC (Moderate/Minor)      Sideswipe           Other
## 792                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 793                   BC (Moderate/Minor)      Sideswipe           Other
## 794                   BC (Moderate/Minor)      Sideswipe           Other
## 795                   BC (Moderate/Minor)          Angle           Other
## 796                   BC (Moderate/Minor)          Angle           Other
## 797                   BC (Moderate/Minor)          Angle Two Way Roadway
## 798  O (No Injury / Property Damage Only)          Angle           Other
## 799  O (No Injury / Property Damage Only)      Sideswipe           Other
## 800  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 801  O (No Injury / Property Damage Only)          Angle           Other
## 802  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 803  O (No Injury / Property Damage Only)      Sideswipe           Other
## 804  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 805  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 806  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 807  O (No Injury / Property Damage Only)      Sideswipe           Other
## 808  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 809  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 810                   BC (Moderate/Minor)          Angle Two Way Roadway
## 811  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 812  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 813                   BC (Moderate/Minor)          Angle           Other
## 814  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 815  O (No Injury / Property Damage Only)          Angle           Other
## 816  O (No Injury / Property Damage Only)      Sideswipe           Other
## 817  O (No Injury / Property Damage Only)      Sideswipe           Other
## 818                   BC (Moderate/Minor)          Other Two Way Roadway
## 819  O (No Injury / Property Damage Only)          Angle           Other
## 820  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 821  O (No Injury / Property Damage Only)   Fixed Object           Other
## 822  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 823  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 824                   BC (Moderate/Minor)          Other           Other
## 825  O (No Injury / Property Damage Only)          Angle           Other
## 826                   BC (Moderate/Minor)      Sideswipe           Other
## 827  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 828  O (No Injury / Property Damage Only)          Angle           Other
## 829                   BC (Moderate/Minor)          Angle           Other
## 830  O (No Injury / Property Damage Only)   Fixed Object           Other
## 831                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 832  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 833  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 834  O (No Injury / Property Damage Only)      Sideswipe           Other
## 835  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 836  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 837  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 838                   BC (Moderate/Minor)   Fixed Object           Other
## 839  O (No Injury / Property Damage Only)          Angle           Other
## 840  O (No Injury / Property Damage Only)      Sideswipe           Other
## 841  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 842                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 843  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 844  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 845  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 846  O (No Injury / Property Damage Only)          Angle           Other
## 847  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 848                   BC (Moderate/Minor)          Other           Other
## 849  O (No Injury / Property Damage Only)      Sideswipe           Other
## 850                   BC (Moderate/Minor)      Sideswipe           Other
## 851  O (No Injury / Property Damage Only)      Sideswipe           Other
## 852  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 853  O (No Injury / Property Damage Only)          Angle           Other
## 854                     KA (Fatal/Severe)      Sideswipe           Other
## 855  O (No Injury / Property Damage Only)   Fixed Object           Other
## 856  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 857  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 858  O (No Injury / Property Damage Only)      Sideswipe           Other
## 859  O (No Injury / Property Damage Only)          Angle           Other
## 860  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 861  O (No Injury / Property Damage Only)      Sideswipe           Other
## 862  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 863  O (No Injury / Property Damage Only)      Sideswipe           Other
## 864  O (No Injury / Property Damage Only)      Sideswipe           Other
## 865  O (No Injury / Property Damage Only)      Sideswipe           Other
## 866                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 867  O (No Injury / Property Damage Only)      Sideswipe           Other
## 868  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 869                   BC (Moderate/Minor) Parked Vehicle           Other
## 870  O (No Injury / Property Damage Only)   Fixed Object           Other
## 871  O (No Injury / Property Damage Only)      Sideswipe           Other
## 872  O (No Injury / Property Damage Only)      Sideswipe           Other
## 873  O (No Injury / Property Damage Only)      Sideswipe           Other
## 874  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 875                     KA (Fatal/Severe)          Angle           Other
## 876  O (No Injury / Property Damage Only)          Angle           Other
## 877  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 878  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 879  O (No Injury / Property Damage Only)      Sideswipe           Other
## 880  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 881  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 882  O (No Injury / Property Damage Only)      Sideswipe           Other
## 883  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 884  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 885  O (No Injury / Property Damage Only)      Sideswipe           Other
## 886  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 887  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 888  O (No Injury / Property Damage Only)          Angle           Other
## 889                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 890  O (No Injury / Property Damage Only)      Sideswipe           Other
## 891  O (No Injury / Property Damage Only)      Sideswipe           Other
## 892  O (No Injury / Property Damage Only)      Sideswipe           Other
## 893  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 894  O (No Injury / Property Damage Only)      Sideswipe           Other
## 895  O (No Injury / Property Damage Only)      Sideswipe           Other
## 896  O (No Injury / Property Damage Only)      Sideswipe           Other
## 897                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 898                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 899                   BC (Moderate/Minor)          Angle Two Way Roadway
## 900  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 901  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 902  O (No Injury / Property Damage Only)          Angle           Other
## 903  O (No Injury / Property Damage Only)      Sideswipe           Other
## 904  O (No Injury / Property Damage Only)   Fixed Object           Other
## 905  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 906  O (No Injury / Property Damage Only)   Fixed Object           Other
## 907  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 908                   BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 909  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 910                     KA (Fatal/Severe)          Angle Two Way Roadway
## 911                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 912  O (No Injury / Property Damage Only)          Angle           Other
## 913                   BC (Moderate/Minor)          Angle           Other
## 914                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 915  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 916  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 917                   BC (Moderate/Minor)      Sideswipe           Other
## 918  O (No Injury / Property Damage Only)   Fixed Object           Other
## 919  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 920                   BC (Moderate/Minor)          Angle           Other
## 921  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 922  O (No Injury / Property Damage Only)          Angle           Other
## 923  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 924  O (No Injury / Property Damage Only)          Angle           Other
## 925  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 926  O (No Injury / Property Damage Only)   Fixed Object           Other
## 927                   BC (Moderate/Minor)          Angle           Other
## 928  O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 929  O (No Injury / Property Damage Only)      Sideswipe           Other
## 930  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 931  O (No Injury / Property Damage Only)          Angle           Other
## 932                   BC (Moderate/Minor)          Angle Two Way Roadway
## 933  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 934  O (No Injury / Property Damage Only)      Sideswipe           Other
## 935  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 936  O (No Injury / Property Damage Only)      Sideswipe           Other
## 937  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 938  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 939  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 940  O (No Injury / Property Damage Only)      Sideswipe           Other
## 941                     KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 942  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 943  O (No Injury / Property Damage Only)      Sideswipe           Other
## 944  O (No Injury / Property Damage Only)          Angle           Other
## 945  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 946                   BC (Moderate/Minor)          Angle           Other
## 947                   BC (Moderate/Minor)          Angle           Other
## 948                   BC (Moderate/Minor)      Sideswipe           Other
## 949  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 950  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 951  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 952  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 953                   BC (Moderate/Minor)      Sideswipe           Other
## 954  O (No Injury / Property Damage Only)      Sideswipe           Other
## 955  O (No Injury / Property Damage Only)          Angle           Other
## 956  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 957                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 958  O (No Injury / Property Damage Only)          Angle           Other
## 959  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 960  O (No Injury / Property Damage Only)   Fixed Object           Other
## 961  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 962                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 963  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 964  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 965                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 966  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 967  O (No Injury / Property Damage Only)      Sideswipe           Other
## 968                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 969  O (No Injury / Property Damage Only)          Other           Other
## 970                   BC (Moderate/Minor)      Sideswipe           Other
## 971  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 972                   BC (Moderate/Minor)          Angle           Other
## 973  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 974  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 975  O (No Injury / Property Damage Only)      Sideswipe           Other
## 976  O (No Injury / Property Damage Only)          Other Two Way Roadway
## 977  O (No Injury / Property Damage Only)   Fixed Object           Other
## 978  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 979  O (No Injury / Property Damage Only)          Angle           Other
## 980  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 981  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 982  O (No Injury / Property Damage Only)      Sideswipe           Other
## 983  O (No Injury / Property Damage Only)      Sideswipe           Other
## 984  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 985  O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 986  O (No Injury / Property Damage Only)          Angle           Other
## 987  O (No Injury / Property Damage Only) Parked Vehicle           Other
## 988                   BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 989  O (No Injury / Property Damage Only)          Other           Other
## 990                     KA (Fatal/Severe)          Angle Two Way Roadway
## 991  O (No Injury / Property Damage Only)      Sideswipe           Other
## 992                     KA (Fatal/Severe)          Angle Two Way Roadway
## 993  O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 994  O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 995  O (No Injury / Property Damage Only)      Sideswipe           Other
## 996  O (No Injury / Property Damage Only)      Sideswipe           Other
## 997                   BC (Moderate/Minor)          Angle Two Way Roadway
## 998  O (No Injury / Property Damage Only)          Angle           Other
## 999  O (No Injury / Property Damage Only)   Fixed Object           Other
## 1000 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1001                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1002 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1003 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1004 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1005 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1006 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1007 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1008                  BC (Moderate/Minor)          Angle           Other
## 1009                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1010 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1011                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 1012 O (No Injury / Property Damage Only)          Angle           Other
## 1013                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1014 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1015 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1016 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1017 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1018 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1019 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1020 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1021 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1022                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1023 O (No Injury / Property Damage Only)          Other           Other
## 1024 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1025 O (No Injury / Property Damage Only)          Angle           Other
## 1026 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1027 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1028                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1029 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1030                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1031 O (No Injury / Property Damage Only)      Sideswipe One Way Roadway
## 1032 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1033 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1034 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1035 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1036 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1037 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1038 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1039                  BC (Moderate/Minor)      Sideswipe           Other
## 1040 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1041 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1042 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1043                  BC (Moderate/Minor)      Sideswipe           Other
## 1044 O (No Injury / Property Damage Only)          Angle           Other
## 1045 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1046                  BC (Moderate/Minor)          Angle   Non-Inventory
## 1047                  BC (Moderate/Minor)          Angle           Other
## 1048                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1049 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1050                  BC (Moderate/Minor)      Sideswipe           Other
## 1051 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1052                  BC (Moderate/Minor)      Sideswipe           Other
## 1053 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1054 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1055                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1056 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1057 O (No Injury / Property Damage Only)          Angle           Other
## 1058 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1059 O (No Injury / Property Damage Only)          Angle           Other
## 1060 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1061                  BC (Moderate/Minor)      Sideswipe           Other
## 1062                    KA (Fatal/Severe)          Angle           Other
## 1063 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1064                  BC (Moderate/Minor)      Sideswipe           Other
## 1065 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1066 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1067                  BC (Moderate/Minor)      Sideswipe           Other
## 1068 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1069                  BC (Moderate/Minor)          Angle           Other
## 1070                  BC (Moderate/Minor)      Sideswipe           Other
## 1071                  BC (Moderate/Minor)          Angle           Other
## 1072 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1073 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1074 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1075 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1076 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1077 O (No Injury / Property Damage Only)          Angle           Other
## 1078 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1079 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1080 O (No Injury / Property Damage Only)          Angle           Other
## 1081 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1082 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1083 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1084 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1085 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1086 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1087 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1088 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1089 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1090                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1091                    KA (Fatal/Severe)      Sideswipe           Other
## 1092 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1093 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1094 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 1095 O (No Injury / Property Damage Only)          Angle           Other
## 1096 O (No Injury / Property Damage Only)          Angle           Other
## 1097 O (No Injury / Property Damage Only)          Angle           Other
## 1098 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1099 O (No Injury / Property Damage Only)          Angle           Other
## 1100 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1101                  BC (Moderate/Minor)          Other           Other
## 1102                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1103 O (No Injury / Property Damage Only)          Angle           Other
## 1104                  BC (Moderate/Minor)          Other           Other
## 1105 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1106 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1107 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1108 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1109 O (No Injury / Property Damage Only)          Angle           Other
## 1110                  BC (Moderate/Minor)      Sideswipe           Other
## 1111 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1112 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1113 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1114 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 1115 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1116 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1117 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1118                  BC (Moderate/Minor)      Sideswipe           Other
## 1119 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1120 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1121 O (No Injury / Property Damage Only)          Other           Other
## 1122 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1123                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1124 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1125 O (No Injury / Property Damage Only)          Angle           Other
## 1126 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1127 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1128 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1129 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1130 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1131 O (No Injury / Property Damage Only)          Angle           Other
## 1132 O (No Injury / Property Damage Only)          Other           Other
## 1133                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1134                  BC (Moderate/Minor)          Other Two Way Roadway
## 1135                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1136 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1137 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1138 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1139                    KA (Fatal/Severe)          Other           Other
## 1140 O (No Injury / Property Damage Only)          Angle           Other
## 1141                  BC (Moderate/Minor)          Other           Other
## 1142 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1143                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1144 O (No Injury / Property Damage Only)          Angle           Other
## 1145 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1146 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1147                  BC (Moderate/Minor)          Angle           Other
## 1148 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1149                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1150                  BC (Moderate/Minor)      Sideswipe           Other
## 1151 O (No Injury / Property Damage Only)          Angle           Other
## 1152                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1153                    KA (Fatal/Severe)          Angle           Other
## 1154 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1155                  BC (Moderate/Minor)          Angle           Other
## 1156                    KA (Fatal/Severe)          Other Two Way Roadway
## 1157 O (No Injury / Property Damage Only)          Angle           Other
## 1158 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1159 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1160 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1161 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1162 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1163                  BC (Moderate/Minor)      Sideswipe           Other
## 1164 O (No Injury / Property Damage Only)          Angle           Other
## 1165 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1166 O (No Injury / Property Damage Only)          Angle           Other
## 1167                  BC (Moderate/Minor)          Angle           Other
## 1168 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1169                  BC (Moderate/Minor)      Sideswipe           Other
## 1170 O (No Injury / Property Damage Only)          Angle           Other
## 1171 O (No Injury / Property Damage Only)          Angle           Other
## 1172 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1173                  BC (Moderate/Minor)   Fixed Object           Other
## 1174 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1175 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1176 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1177 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1178                  BC (Moderate/Minor)      Sideswipe           Other
## 1179 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1180 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1181 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1182                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1183                  BC (Moderate/Minor)      Sideswipe           Other
## 1184 O (No Injury / Property Damage Only)          Angle           Other
## 1185 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1186 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1187 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1188 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1189 O (No Injury / Property Damage Only)          Angle           Other
## 1190                  BC (Moderate/Minor)          Other           Other
## 1191 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1192                  BC (Moderate/Minor)      Sideswipe           Other
## 1193                  BC (Moderate/Minor)          Angle           Other
## 1194                  BC (Moderate/Minor)      Sideswipe           Other
## 1195 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1196                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1197 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1198                  BC (Moderate/Minor)          Angle           Other
## 1199 O (No Injury / Property Damage Only)          Angle One Way Roadway
## 1200                  BC (Moderate/Minor)      Sideswipe           Other
## 1201 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1202 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1203                    KA (Fatal/Severe)          Angle           Other
## 1204 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1205 O (No Injury / Property Damage Only)          Angle           Other
## 1206 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1207                    KA (Fatal/Severe)      Sideswipe           Other
## 1208                  BC (Moderate/Minor)      Sideswipe           Other
## 1209 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1210 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1211 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1212                  BC (Moderate/Minor)          Angle           Other
## 1213                  BC (Moderate/Minor)      Sideswipe           Other
## 1214                  BC (Moderate/Minor)      Sideswipe           Other
## 1215 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1216 O (No Injury / Property Damage Only)          Angle           Other
## 1217 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1218 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1219 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1220 O (No Injury / Property Damage Only)          Angle           Other
## 1221 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1222 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1223 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1224 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1225 O (No Injury / Property Damage Only)          Angle           Other
## 1226 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1227 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1228 O (No Injury / Property Damage Only)          Angle           Other
## 1229 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1230 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1231 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1232 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1233 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1234 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1235                  BC (Moderate/Minor)      Sideswipe           Other
## 1236 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1237                  BC (Moderate/Minor)      Sideswipe           Other
## 1238 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1239 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1240 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1241 O (No Injury / Property Damage Only)          Angle           Other
## 1242 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1243 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1244 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1245 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1246 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1247 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1248 O (No Injury / Property Damage Only)          Angle           Other
## 1249 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1250 O (No Injury / Property Damage Only)          Angle           Other
## 1251 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1252 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1253                  BC (Moderate/Minor)   Fixed Object           Other
## 1254 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1255 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1256 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1257 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1258 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1259 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1260 O (No Injury / Property Damage Only)          Angle           Other
## 1261 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1262 O (No Injury / Property Damage Only)          Angle           Other
## 1263 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1264 O (No Injury / Property Damage Only)          Angle           Other
## 1265 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1266 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1267 O (No Injury / Property Damage Only)          Other           Other
## 1268 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1269 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1270 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1271                  BC (Moderate/Minor)          Angle           Other
## 1272                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1273 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1274 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1275 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1276 O (No Injury / Property Damage Only)          Angle           Other
## 1277                  BC (Moderate/Minor)      Sideswipe           Other
## 1278                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 1279                  BC (Moderate/Minor)      Sideswipe           Other
## 1280 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1281 O (No Injury / Property Damage Only)          Angle           Other
## 1282                  BC (Moderate/Minor)      Sideswipe           Other
## 1283 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1284 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1285 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1286 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1287                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1288                  BC (Moderate/Minor)          Angle           Other
## 1289 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1290 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1291 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1292 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1293 O (No Injury / Property Damage Only)          Other           Other
## 1294 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1295 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1296                  BC (Moderate/Minor)      Sideswipe           Other
## 1297 O (No Injury / Property Damage Only)          Angle           Other
## 1298 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1299 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1300 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1301 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1302 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1303 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1304 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1305                  BC (Moderate/Minor)      Sideswipe           Other
## 1306 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1307 O (No Injury / Property Damage Only)          Angle           Other
## 1308                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1309 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1310 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1311 O (No Injury / Property Damage Only)          Angle           Other
## 1312 O (No Injury / Property Damage Only)          Other           Other
## 1313 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1314                  BC (Moderate/Minor)      Sideswipe           Other
## 1315 O (No Injury / Property Damage Only)          Other           Other
## 1316 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1317                  BC (Moderate/Minor)      Sideswipe           Other
## 1318                  BC (Moderate/Minor)      Sideswipe           Other
## 1319 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1320 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1321                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1322                  BC (Moderate/Minor)          Other Two Way Roadway
## 1323 O (No Injury / Property Damage Only)          Angle           Other
## 1324 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1325                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1326 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1327                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1328 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1329 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1330 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1331 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1332 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1333 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1334 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1335                  BC (Moderate/Minor)      Sideswipe           Other
## 1336                  BC (Moderate/Minor)          Other Two Way Roadway
## 1337 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1338 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1339 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1340 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1341                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1342                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1343 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1344                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1345                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1346 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1347 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1348 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1349 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1350                    KA (Fatal/Severe)          Other           Other
## 1351 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1352 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1353 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1354                  BC (Moderate/Minor)          Other Two Way Roadway
## 1355                  BC (Moderate/Minor)          Other Two Way Roadway
## 1356                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1357 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1358 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1359 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1360 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1361                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1362                  BC (Moderate/Minor)      Sideswipe           Other
## 1363 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1364 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1365 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1366 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1367                  BC (Moderate/Minor)          Angle           Other
## 1368 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1369 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1370 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1371                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1372 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1373 O (No Injury / Property Damage Only)          Angle            Ramp
## 1374                  BC (Moderate/Minor)          Angle           Other
## 1375                    KA (Fatal/Severe)          Angle Two Way Roadway
## 1376 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1377 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1378 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1379 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1380 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1381 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1382                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1383                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1384                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1385 O (No Injury / Property Damage Only)          Angle           Other
## 1386                  BC (Moderate/Minor)          Angle           Other
## 1387 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1388 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1389                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1390 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1391                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1392 O (No Injury / Property Damage Only)          Other           Other
## 1393                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1394                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1395 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1396 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1397 O (No Injury / Property Damage Only)          Angle           Other
## 1398                  BC (Moderate/Minor)      Sideswipe           Other
## 1399 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1400                  BC (Moderate/Minor)      Sideswipe           Other
## 1401 O (No Injury / Property Damage Only)          Angle           Other
## 1402 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1403 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1404 O (No Injury / Property Damage Only)          Angle           Other
## 1405                  BC (Moderate/Minor)          Angle           Other
## 1406 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1407 O (No Injury / Property Damage Only)          Angle           Other
## 1408 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1409 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1410 O (No Injury / Property Damage Only)          Other           Other
## 1411 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1412 O (No Injury / Property Damage Only)          Angle           Other
## 1413                  BC (Moderate/Minor)          Angle           Other
## 1414 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1415                  BC (Moderate/Minor)      Sideswipe           Other
## 1416 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1417                    KA (Fatal/Severe)          Other           Other
## 1418 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1419                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 1420 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1421 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1422 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1423 O (No Injury / Property Damage Only)          Angle           Other
## 1424 O (No Injury / Property Damage Only)          Angle           Other
## 1425 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1426 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1427 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1428                  BC (Moderate/Minor)      Sideswipe           Other
## 1429                  BC (Moderate/Minor)          Other           Other
## 1430 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1431 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1432 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1433                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1434 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1435 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1436                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1437 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1438 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1439 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1440 O (No Injury / Property Damage Only)          Angle           Other
## 1441 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1442 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1443                    KA (Fatal/Severe)          Angle           Other
## 1444 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1445 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1446 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1447 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1448 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1449 O (No Injury / Property Damage Only)          Angle           Other
## 1450                  BC (Moderate/Minor)          Angle           Other
## 1451 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1452 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1453 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1454                  BC (Moderate/Minor)          Other           Other
## 1455 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1456 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1457 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1458                    KA (Fatal/Severe)          Other           Other
## 1459 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1460 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1461                  BC (Moderate/Minor)      Sideswipe           Other
## 1462 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1463                  BC (Moderate/Minor)      Sideswipe One Way Roadway
## 1464 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1465 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1466                  BC (Moderate/Minor)      Sideswipe           Other
## 1467                  BC (Moderate/Minor)      Sideswipe           Other
## 1468 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1469 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1470 O (No Injury / Property Damage Only)          Angle           Other
## 1471 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1472                  BC (Moderate/Minor)          Angle           Other
## 1473                  BC (Moderate/Minor)      Sideswipe           Other
## 1474                  BC (Moderate/Minor)      Sideswipe           Other
## 1475                  BC (Moderate/Minor)      Sideswipe           Other
## 1476 O (No Injury / Property Damage Only)          Angle           Other
## 1477 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1478 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1479 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1480 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1481 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1482 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1483 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1484                  BC (Moderate/Minor)          Angle           Other
## 1485 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1486 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1487 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1488                  BC (Moderate/Minor)          Angle           Other
## 1489 O (No Injury / Property Damage Only)          Other           Other
## 1490                  BC (Moderate/Minor)      Sideswipe           Other
## 1491 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1492 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1493                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1494                  BC (Moderate/Minor)          Angle           Other
## 1495 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1496 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1497                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1498 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1499 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1500                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1501 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1502                  BC (Moderate/Minor)      Sideswipe           Other
## 1503                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1504 O (No Injury / Property Damage Only)          Other           Other
## 1505 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1506 O (No Injury / Property Damage Only)          Angle           Other
## 1507                  BC (Moderate/Minor)          Angle           Other
## 1508 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1509                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1510 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1511 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1512 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1513 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1514                  BC (Moderate/Minor)      Sideswipe           Other
## 1515 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1516 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1517                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1518                  BC (Moderate/Minor)      Sideswipe           Other
## 1519                  BC (Moderate/Minor)          Other           Other
## 1520                  BC (Moderate/Minor)          Other Two Way Roadway
## 1521 O (No Injury / Property Damage Only)          Angle           Other
## 1522                  BC (Moderate/Minor)          Angle           Other
## 1523 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1524 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1525 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1526 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1527 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1528 O (No Injury / Property Damage Only)          Angle           Other
## 1529 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1530 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1531 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1532 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1533 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1534 O (No Injury / Property Damage Only)          Other           Other
## 1535 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1536 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1537 O (No Injury / Property Damage Only)          Angle           Other
## 1538                  BC (Moderate/Minor)      Sideswipe           Other
## 1539 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1540 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1541                  BC (Moderate/Minor)          Other           Other
## 1542 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1543 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1544                  BC (Moderate/Minor)          Angle           Other
## 1545                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1546 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1547 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1548 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1549 O (No Injury / Property Damage Only)          Angle           Other
## 1550 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1551                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 1552 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1553 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1554 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1555 O (No Injury / Property Damage Only)          Angle           Other
## 1556 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1557                  BC (Moderate/Minor)      Sideswipe           Other
## 1558 O (No Injury / Property Damage Only)          Angle           Other
## 1559 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1560 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1561                  BC (Moderate/Minor)      Sideswipe           Other
## 1562                  BC (Moderate/Minor)      Sideswipe           Other
## 1563                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1564 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1565 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1566 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1567 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1568 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1569 O (No Injury / Property Damage Only)          Other           Other
## 1570 O (No Injury / Property Damage Only)          Angle           Other
## 1571 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1572                  BC (Moderate/Minor)      Sideswipe           Other
## 1573                  BC (Moderate/Minor)   Fixed Object           Other
## 1574 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1575 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1576                  BC (Moderate/Minor)      Sideswipe           Other
## 1577 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1578 O (No Injury / Property Damage Only)          Other           Other
## 1579 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1580 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1581 O (No Injury / Property Damage Only)          Angle           Other
## 1582                    KA (Fatal/Severe)          Angle Two Way Roadway
## 1583                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1584 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1585                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1586                  BC (Moderate/Minor)      Sideswipe           Other
## 1587 O (No Injury / Property Damage Only)          Other           Other
## 1588 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1589                  BC (Moderate/Minor)          Angle           Other
## 1590                    KA (Fatal/Severe)          Other           Other
## 1591 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1592                  BC (Moderate/Minor)   Fixed Object           Other
## 1593 O (No Injury / Property Damage Only)          Angle           Other
## 1594 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1595 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1596 O (No Injury / Property Damage Only)          Angle           Other
## 1597 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1598 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1599 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1600 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1601 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1602 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1603 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1604                  BC (Moderate/Minor)      Sideswipe           Other
## 1605 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1606 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 1607 O (No Injury / Property Damage Only)          Angle           Other
## 1608 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1609                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 1610                  BC (Moderate/Minor)      Sideswipe           Other
## 1611 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1612 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1613 O (No Injury / Property Damage Only)          Angle           Other
## 1614 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1615 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1616 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1617 O (No Injury / Property Damage Only)          Angle           Other
## 1618                  BC (Moderate/Minor)          Other           Other
## 1619 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 1620 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1621 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1622 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1623 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1624 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1625                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1626                  BC (Moderate/Minor)          Angle           Other
## 1627 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1628 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1629                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1630 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1631 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1632 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1633 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1634 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1635                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1636 O (No Injury / Property Damage Only)          Angle           Other
## 1637                  BC (Moderate/Minor)          Angle           Other
## 1638 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1639                    KA (Fatal/Severe)          Angle           Other
## 1640 O (No Injury / Property Damage Only)          Angle           Other
## 1641 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1642 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1643 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1644 O (No Injury / Property Damage Only)          Angle           Other
## 1645 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1646 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1647 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1648                  BC (Moderate/Minor)      Sideswipe           Other
## 1649                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1650 O (No Injury / Property Damage Only)          Angle           Other
## 1651 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1652                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1653 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1654                  BC (Moderate/Minor)      Sideswipe           Other
## 1655 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1656 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1657 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1658 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1659 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1660 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1661 O (No Injury / Property Damage Only)          Angle           Other
## 1662 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1663                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1664                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1665                  BC (Moderate/Minor)   Fixed Object           Other
## 1666 O (No Injury / Property Damage Only)          Angle           Other
## 1667                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1668 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1669                  BC (Moderate/Minor)          Angle           Other
## 1670 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1671 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1672 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1673 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1674 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1675                  BC (Moderate/Minor)          Other Two Way Roadway
## 1676 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 1677 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1678 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1679                  BC (Moderate/Minor)          Angle           Other
## 1680 O (No Injury / Property Damage Only)          Angle           Other
## 1681 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1682                  BC (Moderate/Minor)      Sideswipe           Other
## 1683 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1684 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1685 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1686                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1687 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1688                  BC (Moderate/Minor)      Sideswipe           Other
## 1689 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1690                  BC (Moderate/Minor)      Sideswipe           Other
## 1691                  BC (Moderate/Minor)          Other           Other
## 1692                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1693                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 1694                  BC (Moderate/Minor)      Sideswipe           Other
## 1695 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1696 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1697                  BC (Moderate/Minor)      Sideswipe           Other
## 1698                  BC (Moderate/Minor)          Other           Other
## 1699                    KA (Fatal/Severe)      Sideswipe           Other
## 1700 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1701 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1702 O (No Injury / Property Damage Only)          Angle           Other
## 1703                  BC (Moderate/Minor)          Angle           Other
## 1704                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1705 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1706 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1707 O (No Injury / Property Damage Only)          Angle           Other
## 1708 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1709 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1710                  BC (Moderate/Minor)          Angle           Other
## 1711 O (No Injury / Property Damage Only)          Angle           Other
## 1712 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1713 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1714 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1715                  BC (Moderate/Minor)      Sideswipe           Other
## 1716                  BC (Moderate/Minor)          Angle           Other
## 1717 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1718 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1719                  BC (Moderate/Minor)          Angle           Other
## 1720                  BC (Moderate/Minor)          Angle           Other
## 1721 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1722 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1723 O (No Injury / Property Damage Only)          Angle           Other
## 1724 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1725 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1726 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1727 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1728                  BC (Moderate/Minor)          Angle           Other
## 1729 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1730                  BC (Moderate/Minor)          Other           Other
## 1731 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1732 O (No Injury / Property Damage Only)          Angle           Other
## 1733 O (No Injury / Property Damage Only)          Angle           Other
## 1734 O (No Injury / Property Damage Only)          Angle            Ramp
## 1735 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1736                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1737 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1738 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1739 O (No Injury / Property Damage Only)          Angle           Other
## 1740 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1741 O (No Injury / Property Damage Only)          Angle           Other
## 1742                  BC (Moderate/Minor)      Sideswipe           Other
## 1743                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1744                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 1745                  BC (Moderate/Minor)      Sideswipe            Ramp
## 1746 O (No Injury / Property Damage Only)          Angle           Other
## 1747 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1748 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1749 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1750 O (No Injury / Property Damage Only)          Angle           Other
## 1751                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 1752 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1753 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1754 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1755 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1756 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1757 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1758                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1759                  BC (Moderate/Minor)          Angle           Other
## 1760 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1761 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1762                  BC (Moderate/Minor)      Sideswipe           Other
## 1763 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1764 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1765                    KA (Fatal/Severe)          Angle           Other
## 1766 O (No Injury / Property Damage Only)          Angle           Other
## 1767 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1768 O (No Injury / Property Damage Only)          Angle           Other
## 1769                  BC (Moderate/Minor)      Sideswipe           Other
## 1770                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1771 O (No Injury / Property Damage Only)          Other           Other
## 1772 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1773 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1774 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1775                  BC (Moderate/Minor)          Angle           Other
## 1776 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1777 O (No Injury / Property Damage Only)          Angle           Other
## 1778 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1779 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1780 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1781 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1782 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1783 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1784 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1785 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1786                  BC (Moderate/Minor)          Angle           Other
## 1787                  BC (Moderate/Minor)      Sideswipe           Other
## 1788                    KA (Fatal/Severe)          Angle Two Way Roadway
## 1789 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1790                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1791 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1792 O (No Injury / Property Damage Only)          Angle            Ramp
## 1793 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1794 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1795 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 1796 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1797 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1798 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1799                    KA (Fatal/Severe)   Fixed Object           Other
## 1800 O (No Injury / Property Damage Only)          Other           Other
## 1801 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1802 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1803                  BC (Moderate/Minor)      Sideswipe           Other
## 1804 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1805                  BC (Moderate/Minor)      Sideswipe           Other
## 1806 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1807                  BC (Moderate/Minor)          Angle           Other
## 1808 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1809                  BC (Moderate/Minor)   Fixed Object           Other
## 1810 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1811 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1812 O (No Injury / Property Damage Only)          Other           Other
## 1813 O (No Injury / Property Damage Only)          Angle           Other
## 1814                  BC (Moderate/Minor)          Other Two Way Roadway
## 1815 O (No Injury / Property Damage Only)          Other           Other
## 1816 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1817 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1818 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1819 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1820                  BC (Moderate/Minor)          Angle           Other
## 1821 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1822 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1823 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1824 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1825 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1826                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1827                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1828 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1829 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1830 O (No Injury / Property Damage Only)          Other           Other
## 1831                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1832 O (No Injury / Property Damage Only)          Other           Other
## 1833 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1834 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1835                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1836                  BC (Moderate/Minor)      Sideswipe            Ramp
## 1837                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1838 O (No Injury / Property Damage Only)          Angle           Other
## 1839 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1840 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1841 O (No Injury / Property Damage Only)          Other           Other
## 1842 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1843 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1844 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1845 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1846 O (No Injury / Property Damage Only)          Other           Other
## 1847 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1848 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1849                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1850 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1851 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1852 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1853                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1854 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1855                  BC (Moderate/Minor)      Sideswipe           Other
## 1856                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1857                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1858                  BC (Moderate/Minor)          Other Two Way Roadway
## 1859                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1860 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1861 O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 1862                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1863 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1864                  BC (Moderate/Minor)          Other Two Way Roadway
## 1865                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1866                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1867 O (No Injury / Property Damage Only)   Fixed Object One Way Roadway
## 1868                    KA (Fatal/Severe)      Sideswipe           Other
## 1869                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1870                    KA (Fatal/Severe)          Angle Two Way Roadway
## 1871 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1872                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1873 O (No Injury / Property Damage Only)          Angle           Other
## 1874                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1875 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1876 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1877 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1878 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1879                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1880 O (No Injury / Property Damage Only)   Fixed Object            Ramp
## 1881                  BC (Moderate/Minor)          Angle           Other
## 1882                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1883                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1884 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1885 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1886                  BC (Moderate/Minor)      Sideswipe           Other
## 1887                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1888 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1889 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1890                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1891 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1892                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1893 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1894                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1895 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1896 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1897                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1898                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1899 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1900 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1901                  BC (Moderate/Minor)      Sideswipe           Other
## 1902 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1903 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1904 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1905 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1906 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1907 O (No Injury / Property Damage Only)          Angle           Other
## 1908 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1909 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1910 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1911 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1912                  BC (Moderate/Minor)          Other           Other
## 1913                  BC (Moderate/Minor)      Sideswipe           Other
## 1914                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 1915                  BC (Moderate/Minor)          Angle           Other
## 1916                  BC (Moderate/Minor)      Sideswipe           Other
## 1917 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1918 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1919                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1920                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1921                  BC (Moderate/Minor)      Sideswipe           Other
## 1922 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1923 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1924 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1925 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1926 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1927 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1928                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1929 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1930 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 1931 O (No Injury / Property Damage Only)          Angle           Other
## 1932 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1933 O (No Injury / Property Damage Only)          Other           Other
## 1934                  BC (Moderate/Minor)      Sideswipe           Other
## 1935 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1936 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1937                  BC (Moderate/Minor)      Sideswipe           Other
## 1938 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1939 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1940 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1941                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1942 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1943                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 1944 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1945 O (No Injury / Property Damage Only)          Other           Other
## 1946 O (No Injury / Property Damage Only)          Angle           Other
## 1947 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1948 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1949 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1950 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1951                  BC (Moderate/Minor)          Angle Two Way Roadway
## 1952 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1953 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1954 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1955 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1956                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 1957 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1958 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1959 O (No Injury / Property Damage Only)          Angle           Other
## 1960 O (No Injury / Property Damage Only)          Other           Other
## 1961 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 1962 O (No Injury / Property Damage Only)          Angle           Other
## 1963                  BC (Moderate/Minor)      Sideswipe           Other
## 1964 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1965 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1966 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1967 O (No Injury / Property Damage Only)          Angle           Other
## 1968 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1969                    KA (Fatal/Severe)          Other Two Way Roadway
## 1970 O (No Injury / Property Damage Only)          Other           Other
## 1971 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1972 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1973                  BC (Moderate/Minor)          Angle           Other
## 1974 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1975 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1976 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1977 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1978 O (No Injury / Property Damage Only)          Angle           Other
## 1979                  BC (Moderate/Minor)          Other Two Way Roadway
## 1980 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1981 O (No Injury / Property Damage Only)          Other           Other
## 1982 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1983 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1984                  BC (Moderate/Minor)      Sideswipe           Other
## 1985 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1986 O (No Injury / Property Damage Only)          Other           Other
## 1987 O (No Injury / Property Damage Only)          Angle           Other
## 1988 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 1989 O (No Injury / Property Damage Only)   Fixed Object           Other
## 1990                  BC (Moderate/Minor)          Angle           Other
## 1991                  BC (Moderate/Minor)      Sideswipe           Other
## 1992 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1993 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1994 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1995 O (No Injury / Property Damage Only)      Sideswipe One Way Roadway
## 1996 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1997 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 1998 O (No Injury / Property Damage Only)      Sideswipe           Other
## 1999 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2000 O (No Injury / Property Damage Only)          Angle           Other
## 2001                  BC (Moderate/Minor)      Sideswipe           Other
## 2002                  BC (Moderate/Minor)          Other           Other
## 2003                  BC (Moderate/Minor)          Other           Other
## 2004 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2005 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2006 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2007                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2008                  BC (Moderate/Minor)      Sideswipe           Other
## 2009 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2010 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2011 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2012 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 2013 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2014                  BC (Moderate/Minor)      Sideswipe           Other
## 2015 O (No Injury / Property Damage Only)          Angle           Other
## 2016 O (No Injury / Property Damage Only)          Angle           Other
## 2017                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 2018 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2019 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2020 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2021                  BC (Moderate/Minor)          Angle           Other
## 2022 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2023 O (No Injury / Property Damage Only)          Angle           Other
## 2024                  BC (Moderate/Minor)   Fixed Object           Other
## 2025                  BC (Moderate/Minor)      Sideswipe           Other
## 2026 O (No Injury / Property Damage Only)          Angle           Other
## 2027                  BC (Moderate/Minor)          Angle           Other
## 2028 O (No Injury / Property Damage Only)          Angle           Other
## 2029 O (No Injury / Property Damage Only)          Angle           Other
## 2030 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2031 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2032                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2033 O (No Injury / Property Damage Only)          Other           Other
## 2034 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2035 O (No Injury / Property Damage Only)          Angle           Other
## 2036 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2037 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2038                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2039 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2040                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2041 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2042 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2043 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2044                  BC (Moderate/Minor)      Sideswipe           Other
## 2045                  BC (Moderate/Minor)      Sideswipe           Other
## 2046 O (No Injury / Property Damage Only)          Other           Other
## 2047 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2048 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2049 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2050 O (No Injury / Property Damage Only)          Angle           Other
## 2051 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2052 O (No Injury / Property Damage Only)          Angle           Other
## 2053                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2054                  BC (Moderate/Minor)          Angle           Other
## 2055 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2056 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2057 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2058 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2059 O (No Injury / Property Damage Only)          Angle           Other
## 2060 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2061 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2062 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2063                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2064                  BC (Moderate/Minor)      Sideswipe           Other
## 2065 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2066 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2067                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2068 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 2069 O (No Injury / Property Damage Only)          Angle           Other
## 2070                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2071 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2072                  BC (Moderate/Minor)      Sideswipe           Other
## 2073 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2074 O (No Injury / Property Damage Only)          Angle           Other
## 2075 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2076 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2077 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2078 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2079 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2080                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2081 O (No Injury / Property Damage Only)          Other           Other
## 2082 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2083 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2084                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2085 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2086 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2087                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2088 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2089 O (No Injury / Property Damage Only)          Angle           Other
## 2090 O (No Injury / Property Damage Only)          Angle           Other
## 2091 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2092                  BC (Moderate/Minor)      Sideswipe           Other
## 2093 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2094 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2095                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2096 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2097                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2098 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2099                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 2100 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2101 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2102 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2103 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2104                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2105 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2106 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2107                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2108 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2109                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2110 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2111 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2112                  BC (Moderate/Minor)      Sideswipe           Other
## 2113                  BC (Moderate/Minor)          Angle           Other
## 2114 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2115                  BC (Moderate/Minor)          Angle           Other
## 2116                  BC (Moderate/Minor)      Sideswipe           Other
## 2117 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2118 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2119 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2120 O (No Injury / Property Damage Only)          Angle           Other
## 2121                  BC (Moderate/Minor)      Sideswipe           Other
## 2122 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2123                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2124 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2125 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2126 O (No Injury / Property Damage Only)          Angle           Other
## 2127 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2128                  BC (Moderate/Minor)      Sideswipe           Other
## 2129 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2130 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2131                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2132 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2133 O (No Injury / Property Damage Only)          Angle           Other
## 2134 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2135 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2136                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2137 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2138 O (No Injury / Property Damage Only)          Angle           Other
## 2139 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2140 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2141 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2142 O (No Injury / Property Damage Only)          Angle           Other
## 2143                  BC (Moderate/Minor)      Sideswipe           Other
## 2144 O (No Injury / Property Damage Only)          Angle           Other
## 2145 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2146                  BC (Moderate/Minor)      Sideswipe           Other
## 2147                  BC (Moderate/Minor)          Angle           Other
## 2148 O (No Injury / Property Damage Only)          Angle           Other
## 2149 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2150 O (No Injury / Property Damage Only)          Angle           Other
## 2151 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2152                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 2153                  BC (Moderate/Minor)      Sideswipe           Other
## 2154 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2155 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2156 O (No Injury / Property Damage Only)          Other           Other
## 2157 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2158                  BC (Moderate/Minor)      Sideswipe           Other
## 2159 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2160                  BC (Moderate/Minor)          Angle           Other
## 2161                  BC (Moderate/Minor)          Angle           Other
## 2162 O (No Injury / Property Damage Only)          Angle           Other
## 2163 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2164                  BC (Moderate/Minor)          Angle           Other
## 2165 O (No Injury / Property Damage Only)          Angle           Other
## 2166 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2167                  BC (Moderate/Minor)      Sideswipe           Other
## 2168 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2169 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2170                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2171 O (No Injury / Property Damage Only)          Other One Way Roadway
## 2172 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2173 O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 2174 O (No Injury / Property Damage Only)          Angle           Other
## 2175 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2176 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2177 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2178 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2179 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2180 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2181 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2182 O (No Injury / Property Damage Only)          Angle            Ramp
## 2183 O (No Injury / Property Damage Only)          Angle           Other
## 2184 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2185 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2186 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2187 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2188                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2189 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2190 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2191 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2192 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2193 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2194 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2195 O (No Injury / Property Damage Only)          Angle           Other
## 2196 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2197 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2198 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2199 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2200 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2201 O (No Injury / Property Damage Only)          Angle           Other
## 2202 O (No Injury / Property Damage Only)          Angle           Other
## 2203                  BC (Moderate/Minor)      Sideswipe           Other
## 2204 O (No Injury / Property Damage Only)          Other           Other
## 2205                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2206 O (No Injury / Property Damage Only)          Other           Other
## 2207 O (No Injury / Property Damage Only)   Fixed Object One Way Roadway
## 2208                  BC (Moderate/Minor)      Sideswipe           Other
## 2209 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2210                  BC (Moderate/Minor)          Angle           Other
## 2211 O (No Injury / Property Damage Only)          Angle           Other
## 2212                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2213 O (No Injury / Property Damage Only)          Angle           Other
## 2214 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2215 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2216 O (No Injury / Property Damage Only)          Angle           Other
## 2217                  BC (Moderate/Minor)      Sideswipe           Other
## 2218 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2219 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2220 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2221 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2222 O (No Injury / Property Damage Only)          Angle           Other
## 2223                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 2224 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2225 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2226 O (No Injury / Property Damage Only)          Angle           Other
## 2227 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2228 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2229                  BC (Moderate/Minor)          Angle           Other
## 2230 O (No Injury / Property Damage Only)          Angle           Other
## 2231 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2232                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2233 O (No Injury / Property Damage Only)          Angle           Other
## 2234 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2235                  BC (Moderate/Minor)      Sideswipe           Other
## 2236                  BC (Moderate/Minor)      Sideswipe            Ramp
## 2237 O (No Injury / Property Damage Only) Parked Vehicle One Way Roadway
## 2238 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2239 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2240 O (No Injury / Property Damage Only)          Other           Other
## 2241 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2242                  BC (Moderate/Minor)          Angle           Other
## 2243 O (No Injury / Property Damage Only)          Angle           Other
## 2244                  BC (Moderate/Minor)      Sideswipe           Other
## 2245 O (No Injury / Property Damage Only)          Other            Ramp
## 2246 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2247 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2248 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2249 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2250 O (No Injury / Property Damage Only)          Angle           Other
## 2251 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2252 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2253 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2254 O (No Injury / Property Damage Only)          Angle           Other
## 2255 O (No Injury / Property Damage Only)          Angle           Other
## 2256 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2257                  BC (Moderate/Minor)   Fixed Object           Other
## 2258 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2259                  BC (Moderate/Minor)      Sideswipe           Other
## 2260                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2261 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2262 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2263 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2264 O (No Injury / Property Damage Only)      Sideswipe One Way Roadway
## 2265 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2266 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2267 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2268 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2269 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2270 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2271                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2272                  BC (Moderate/Minor)      Sideswipe           Other
## 2273 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2274 O (No Injury / Property Damage Only)          Angle           Other
## 2275 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2276 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2277 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2278                  BC (Moderate/Minor)          Angle           Other
## 2279 O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 2280                  BC (Moderate/Minor)      Sideswipe           Other
## 2281 O (No Injury / Property Damage Only)          Angle           Other
## 2282 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2283 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2284 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2285                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2286                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2287                  BC (Moderate/Minor)          Angle           Other
## 2288                  BC (Moderate/Minor)   Fixed Object           Other
## 2289                  BC (Moderate/Minor)          Angle           Other
## 2290 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2291                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2292                  BC (Moderate/Minor) Parked Vehicle           Other
## 2293 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2294 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2295 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2296 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2297 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2298                  BC (Moderate/Minor)          Angle           Other
## 2299 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2300 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2301                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2302 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2303 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2304 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2305 O (No Injury / Property Damage Only)          Other           Other
## 2306 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2307                  BC (Moderate/Minor)      Sideswipe           Other
## 2308                  BC (Moderate/Minor) Parked Vehicle           Other
## 2309 O (No Injury / Property Damage Only)          Angle           Other
## 2310 O (No Injury / Property Damage Only)          Angle           Other
## 2311                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2312 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 2313 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2314 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2315                  BC (Moderate/Minor)      Sideswipe           Other
## 2316                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2317 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2318 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2319 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2320                  BC (Moderate/Minor)      Sideswipe           Other
## 2321 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2322 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2323 O (No Injury / Property Damage Only)          Angle           Other
## 2324 O (No Injury / Property Damage Only)          Angle           Other
## 2325 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2326 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2327 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2328 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2329 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2330 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2331 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2332                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2333 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2334                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2335 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2336 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2337 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2338 O (No Injury / Property Damage Only)          Angle           Other
## 2339 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2340 O (No Injury / Property Damage Only)          Angle           Other
## 2341 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2342 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2343                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2344                  BC (Moderate/Minor)      Sideswipe           Other
## 2345 O (No Injury / Property Damage Only)          Angle           Other
## 2346                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2347 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2348 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2349 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2350                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2351 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2352 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2353                  BC (Moderate/Minor)          Angle One Way Roadway
## 2354 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2355 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2356 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2357 O (No Injury / Property Damage Only)          Other           Other
## 2358 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2359 O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 2360 O (No Injury / Property Damage Only)          Angle           Other
## 2361                  BC (Moderate/Minor)          Angle           Other
## 2362 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2363 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2364 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2365 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2366 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2367 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2368 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2369                  BC (Moderate/Minor)          Angle           Other
## 2370 O (No Injury / Property Damage Only)          Angle           Other
## 2371 O (No Injury / Property Damage Only)          Angle           Other
## 2372 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2373                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2374 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2375                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2376                  BC (Moderate/Minor)          Angle           Other
## 2377 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2378 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2379                  BC (Moderate/Minor)          Angle           Other
## 2380 O (No Injury / Property Damage Only)          Other           Other
## 2381 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2382 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2383 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2384 O (No Injury / Property Damage Only)          Angle           Other
## 2385 O (No Injury / Property Damage Only)          Angle           Other
## 2386                  BC (Moderate/Minor)      Sideswipe           Other
## 2387 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2388                    KA (Fatal/Severe)          Other           Other
## 2389                  BC (Moderate/Minor)          Angle           Other
## 2390 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2391                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2392 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2393 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2394 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2395 O (No Injury / Property Damage Only)          Angle           Other
## 2396 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2397 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2398 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2399 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2400 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2401 O (No Injury / Property Damage Only)          Angle           Other
## 2402                  BC (Moderate/Minor)      Sideswipe           Other
## 2403                  BC (Moderate/Minor)      Sideswipe           Other
## 2404 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2405 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2406 O (No Injury / Property Damage Only)          Angle           Other
## 2407 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2408 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2409 O (No Injury / Property Damage Only)          Angle           Other
## 2410                  BC (Moderate/Minor)          Angle           Other
## 2411 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2412 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2413 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2414 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2415                  BC (Moderate/Minor)      Sideswipe           Other
## 2416                  BC (Moderate/Minor)      Sideswipe           Other
## 2417 O (No Injury / Property Damage Only)          Angle           Other
## 2418 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2419 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2420 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2421 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2422 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2423 O (No Injury / Property Damage Only)          Angle           Other
## 2424 O (No Injury / Property Damage Only)          Other           Other
## 2425 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2426                  BC (Moderate/Minor)      Sideswipe           Other
## 2427 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2428                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2429 O (No Injury / Property Damage Only)          Other           Other
## 2430 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2431 O (No Injury / Property Damage Only)          Angle           Other
## 2432 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2433                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2434 O (No Injury / Property Damage Only)          Angle           Other
## 2435 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2436 O (No Injury / Property Damage Only)          Angle           Other
## 2437 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2438 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2439 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2440 O (No Injury / Property Damage Only)          Angle           Other
## 2441 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2442                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2443 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2444 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2445 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2446 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2447 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2448 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2449 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2450 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2451 O (No Injury / Property Damage Only)          Angle           Other
## 2452 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2453 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2454 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2455 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2456 O (No Injury / Property Damage Only)          Angle           Other
## 2457 O (No Injury / Property Damage Only)          Angle           Other
## 2458 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2459 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2460                  BC (Moderate/Minor)      Sideswipe           Other
## 2461 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2462 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2463                  BC (Moderate/Minor)      Sideswipe           Other
## 2464 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2465                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2466 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2467                  BC (Moderate/Minor)          Angle           Other
## 2468 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2469 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2470 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2471 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2472 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2473                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2474                  BC (Moderate/Minor)          Angle           Other
## 2475 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2476 O (No Injury / Property Damage Only)          Angle           Other
## 2477 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2478 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2479 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2480                  BC (Moderate/Minor)   Fixed Object           Other
## 2481 O (No Injury / Property Damage Only)          Other           Other
## 2482                  BC (Moderate/Minor)          Other Two Way Roadway
## 2483                  BC (Moderate/Minor)          Other           Other
## 2484 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2485 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2486 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2487 O (No Injury / Property Damage Only)          Angle           Other
## 2488 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2489 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2490 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2491 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2492 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2493                  BC (Moderate/Minor)      Sideswipe           Other
## 2494 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2495 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2496 O (No Injury / Property Damage Only)          Other           Other
## 2497 O (No Injury / Property Damage Only)          Angle           Other
## 2498                  BC (Moderate/Minor)      Sideswipe           Other
## 2499 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2500 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2501 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2502 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2503                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2504 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2505 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2506 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2507                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2508 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2509 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2510 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2511                  BC (Moderate/Minor)      Sideswipe           Other
## 2512                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2513                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 2514 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2515 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2516 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2517                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2518 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2519 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2520 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2521 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2522                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2523 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2524 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2525                  BC (Moderate/Minor)      Sideswipe           Other
## 2526 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2527 O (No Injury / Property Damage Only) Parked Vehicle Two Way Roadway
## 2528 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2529 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2530 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2531 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2532 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2533 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2534 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2535                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2536                  BC (Moderate/Minor)          Other Two Way Roadway
## 2537 O (No Injury / Property Damage Only)          Other           Other
## 2538 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2539 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2540 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2541 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2542 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2543                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2544 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2545 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2546                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2547                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2548 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2549 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2550                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2551                  BC (Moderate/Minor)      Sideswipe           Other
## 2552 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2553                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2554                  BC (Moderate/Minor)   Fixed Object Two Way Roadway
## 2555 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2556 O (No Injury / Property Damage Only)          Angle            Ramp
## 2557                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2558                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2559 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2560 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2561 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2562                  BC (Moderate/Minor)   Fixed Object            Ramp
## 2563 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2564 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2565 O (No Injury / Property Damage Only)          Angle            Ramp
## 2566 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2567 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2568                  BC (Moderate/Minor)   Fixed Object           Other
## 2569                  BC (Moderate/Minor)      Sideswipe           Other
## 2570                    KA (Fatal/Severe)      Sideswipe Two Way Roadway
## 2571                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2572                  BC (Moderate/Minor)   Fixed Object           Other
## 2573                  BC (Moderate/Minor)      Sideswipe           Other
## 2574                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2575 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2576                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2577 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2578 O (No Injury / Property Damage Only)      Sideswipe            Ramp
## 2579 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2580 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2581                  BC (Moderate/Minor)          Angle           Other
## 2582 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2583                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2584                    KA (Fatal/Severe)          Angle Two Way Roadway
## 2585 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2586                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2587 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2588 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2589                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2590 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2591                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2592 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2593 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2594 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2595 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2596                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2597 O (No Injury / Property Damage Only)          Other           Other
## 2598                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2599 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2600                  BC (Moderate/Minor)      Sideswipe           Other
## 2601 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2602 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2603 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2604 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2605 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2606 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2607                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2608 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2609 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2610                  BC (Moderate/Minor)          Angle           Other
## 2611 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2612 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2613 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2614 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2615 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2616 O (No Injury / Property Damage Only)          Angle           Other
## 2617 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2618 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2619 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2620 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2621 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2622                  BC (Moderate/Minor)          Angle           Other
## 2623 O (No Injury / Property Damage Only)          Angle           Other
## 2624 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2625 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2626 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2627 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2628                  BC (Moderate/Minor)          Angle           Other
## 2629 O (No Injury / Property Damage Only)          Angle           Other
## 2630 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2631 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2632 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2633 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2634 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2635 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2636 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2637 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2638 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2639 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2640                  BC (Moderate/Minor)      Sideswipe           Other
## 2641 O (No Injury / Property Damage Only)          Angle           Other
## 2642 O (No Injury / Property Damage Only)          Angle One Way Roadway
## 2643 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2644                  BC (Moderate/Minor)      Sideswipe           Other
## 2645 O (No Injury / Property Damage Only)          Angle           Other
## 2646 O (No Injury / Property Damage Only)          Angle           Other
## 2647 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2648 O (No Injury / Property Damage Only)          Angle           Other
## 2649 O (No Injury / Property Damage Only)          Other Two Way Roadway
## 2650 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2651 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2652 O (No Injury / Property Damage Only)          Other           Other
## 2653 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2654 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2655 O (No Injury / Property Damage Only)          Angle           Other
## 2656 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2657 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2658 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2659 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2660 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2661 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2662 O (No Injury / Property Damage Only)          Other           Other
## 2663 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2664 O (No Injury / Property Damage Only)          Angle           Other
## 2665 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2666 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2667 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2668                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2669 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2670 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2671 O (No Injury / Property Damage Only)          Angle           Other
## 2672 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2673                  BC (Moderate/Minor)      Sideswipe           Other
## 2674 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2675 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2676 O (No Injury / Property Damage Only)          Angle           Other
## 2677 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2678 O (No Injury / Property Damage Only)          Angle           Other
## 2679 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2680                    KA (Fatal/Severe)          Other           Other
## 2681                  BC (Moderate/Minor)      Sideswipe           Other
## 2682                  BC (Moderate/Minor)      Sideswipe           Other
## 2683 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2684 O (No Injury / Property Damage Only) Parked Vehicle           Other
## 2685 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2686                  BC (Moderate/Minor)          Angle           Other
## 2687 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2688 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2689                  BC (Moderate/Minor)      Sideswipe           Other
## 2690 O (No Injury / Property Damage Only)   Fixed Object           Other
## 2691                  BC (Moderate/Minor)      Sideswipe           Other
## 2692 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2693 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2694 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2695 O (No Injury / Property Damage Only)          Other           Other
## 2696 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2697 O (No Injury / Property Damage Only)          Other           Other
## 2698 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2699 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2700 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2701 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2702 O (No Injury / Property Damage Only)   Fixed Object Two Way Roadway
## 2703                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2704 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2705 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2706 O (No Injury / Property Damage Only)          Angle Two Way Roadway
## 2707                  BC (Moderate/Minor)          Angle           Other
## 2708                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2709                  BC (Moderate/Minor)   Fixed Object           Other
## 2710                  BC (Moderate/Minor)          Angle Two Way Roadway
## 2711                  BC (Moderate/Minor)      Sideswipe           Other
## 2712 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2713 O (No Injury / Property Damage Only)      Sideswipe Two Way Roadway
## 2714                  BC (Moderate/Minor)      Sideswipe Two Way Roadway
## 2715 O (No Injury / Property Damage Only)      Sideswipe           Other
## 2716 O (No Injury / Property Damage Only)          Angle           Other
##      Commercial_Motor_Vehicle         Lighting_Condition NumVeh
## 1                         Yes                  Dawn/Dusk Single
## 2                          No                   Daylight    Two
## 3                          No Dark - Roadway Not Lighted Single
## 4                          No Dark - Roadway Not Lighted    Two
## 5                         Yes                   Daylight    Two
## 6                         Yes                   Daylight    Two
## 7                          No Dark - Roadway Not Lighted    Two
## 8                          No                   Daylight    Two
## 9                          No                   Daylight    Two
## 10                         No     Dark - Lighted Roadway    Two
## 11                         No     Dark - Lighted Roadway    Two
## 12                         No     Dark - Lighted Roadway    Two
## 13                         No     Dark - Lighted Roadway    Two
## 14                         No     Dark - Lighted Roadway    Two
## 15                         No                   Daylight    Two
## 16                         No     Dark - Lighted Roadway    Two
## 17                        Yes                   Daylight    Two
## 18                         No     Dark - Lighted Roadway    Two
## 19                         No                   Daylight    Two
## 20                         No                   Daylight    Two
## 21                        Yes Dark - Roadway Not Lighted    Two
## 22                         No                   Daylight    Two
## 23                         No                  Dawn/Dusk    Two
## 24                         No Dark - Roadway Not Lighted    Two
## 25                         No Dark - Roadway Not Lighted Single
## 26                         No     Dark - Lighted Roadway    Two
## 27                        Yes                   Daylight Single
## 28                         No                   Daylight    Two
## 29                        Yes                   Daylight    Two
## 30                         No     Dark - Lighted Roadway    Two
## 31                         No                   Daylight    Two
## 32                         No Dark - Roadway Not Lighted Single
## 33                         No     Dark - Lighted Roadway    Two
## 34                         No Dark - Roadway Not Lighted Single
## 35                         No                   Daylight Single
## 36                        Yes Dark - Roadway Not Lighted    Two
## 37                         No                   Daylight    Two
## 38                         No                   Daylight    Two
## 39                         No                   Daylight    Two
## 40                         No Dark - Roadway Not Lighted    Two
## 41                         No                  Dawn/Dusk    Two
## 42                         No                   Daylight    Two
## 43                         No                   Daylight Single
## 44                         No                   Daylight    Two
## 45                         No                   Daylight    Two
## 46                         No                   Daylight    Two
## 47                         No                   Daylight    Two
## 48                         No                   Daylight Single
## 49                         No                   Daylight    Two
## 50                         No                   Daylight    Two
## 51                         No                   Daylight    Two
## 52                        Yes                  Dawn/Dusk    Two
## 53                         No                   Daylight    Two
## 54                         No                   Daylight    Two
## 55                         No                  Dawn/Dusk    Two
## 56                         No                   Daylight    Two
## 57                         No Dark - Roadway Not Lighted    Two
## 58                         No                   Daylight    Two
## 59                         No                   Daylight    Two
## 60                         No                   Daylight    Two
## 61                        Yes     Dark - Lighted Roadway Single
## 62                         No                   Daylight    Two
## 63                         No     Dark - Lighted Roadway    Two
## 64                         No                   Daylight    Two
## 65                         No                   Daylight    Two
## 66                         No                   Daylight    Two
## 67                         No     Dark - Lighted Roadway Single
## 68                        Yes                   Daylight Single
## 69                         No Dark - Roadway Not Lighted Single
## 70                         No                   Daylight Single
## 71                         No     Dark - Lighted Roadway  Multi
## 72                         No                   Daylight    Two
## 73                         No Dark - Roadway Not Lighted Single
## 74                        Yes                   Daylight    Two
## 75                         No                   Daylight    Two
## 76                         No                   Daylight    Two
## 77                         No     Dark - Lighted Roadway    Two
## 78                         No                   Daylight    Two
## 79                        Yes     Dark - Lighted Roadway    Two
## 80                         No                   Daylight    Two
## 81                         No                  Dawn/Dusk    Two
## 82                         No Dark - Roadway Not Lighted    Two
## 83                        Yes                   Daylight Single
## 84                        Yes                   Daylight Single
## 85                         No                  Dawn/Dusk    Two
## 86                         No                   Daylight    Two
## 87                         No                   Daylight    Two
## 88                         No                   Daylight    Two
## 89                        Yes                   Daylight    Two
## 90                         No                   Daylight    Two
## 91                         No                   Daylight    Two
## 92                         No                   Daylight    Two
## 93                         No     Dark - Lighted Roadway    Two
## 94                        Yes                   Daylight Single
## 95                         No                   Daylight    Two
## 96                         No Dark - Roadway Not Lighted    Two
## 97                         No Dark - Roadway Not Lighted Single
## 98                         No     Dark - Lighted Roadway    Two
## 99                         No                   Daylight    Two
## 100                        No                   Daylight    Two
## 101                        No                   Daylight    Two
## 102                        No     Dark - Lighted Roadway    Two
## 103                        No     Dark - Lighted Roadway    Two
## 104                        No                   Daylight Single
## 105                       Yes                   Daylight    Two
## 106                        No                   Daylight    Two
## 107                        No                   Daylight    Two
## 108                        No                   Daylight    Two
## 109                        No                   Daylight    Two
## 110                       Yes                   Daylight    Two
## 111                        No Dark - Roadway Not Lighted Single
## 112                       Yes                   Daylight Single
## 113                        No                   Daylight    Two
## 114                        No                   Daylight    Two
## 115                        No                   Daylight    Two
## 116                        No                   Daylight    Two
## 117                        No                   Daylight    Two
## 118                        No                   Daylight    Two
## 119                        No                   Daylight    Two
## 120                        No                   Daylight    Two
## 121                        No Dark - Roadway Not Lighted Single
## 122                        No                   Daylight    Two
## 123                        No                   Daylight    Two
## 124                        No                   Daylight    Two
## 125                        No                   Daylight Single
## 126                       Yes Dark - Roadway Not Lighted Single
## 127                        No                   Daylight    Two
## 128                        No Dark - Roadway Not Lighted    Two
## 129                        No     Dark - Lighted Roadway    Two
## 130                       Yes                   Daylight Single
## 131                        No                   Daylight Single
## 132                        No                   Daylight  Multi
## 133                        No                   Daylight    Two
## 134                       Yes                   Daylight    Two
## 135                        No Dark - Roadway Not Lighted    Two
## 136                        No                   Daylight    Two
## 137                        No                   Daylight    Two
## 138                        No                   Daylight    Two
## 139                        No                   Daylight    Two
## 140                        No                   Daylight Single
## 141                        No                   Daylight    Two
## 142                        No     Dark - Lighted Roadway    Two
## 143                        No                   Daylight    Two
## 144                        No                   Daylight    Two
## 145                        No                   Daylight    Two
## 146                        No                   Daylight    Two
## 147                        No     Dark - Lighted Roadway    Two
## 148                        No                   Daylight    Two
## 149                        No                   Daylight    Two
## 150                       Yes                   Daylight Single
## 151                        No                   Daylight Single
## 152                        No                   Daylight    Two
## 153                        No                   Daylight Single
## 154                        No     Dark - Lighted Roadway    Two
## 155                        No                   Daylight    Two
## 156                        No                   Daylight    Two
## 157                        No                   Daylight    Two
## 158                        No                   Daylight    Two
## 159                        No                   Daylight Single
## 160                        No                   Daylight Single
## 161                        No                  Dawn/Dusk    Two
## 162                        No                   Daylight    Two
## 163                        No                   Daylight    Two
## 164                        No                   Daylight Single
## 165                        No                   Daylight    Two
## 166                       Yes                   Daylight    Two
## 167                        No                   Daylight    Two
## 168                        No     Dark - Lighted Roadway    Two
## 169                        No                   Daylight    Two
## 170                        No                   Daylight    Two
## 171                        No                   Daylight    Two
## 172                        No                   Daylight    Two
## 173                       Yes Dark - Roadway Not Lighted  Multi
## 174                       Yes                   Daylight Single
## 175                        No     Dark - Lighted Roadway    Two
## 176                        No     Dark - Lighted Roadway    Two
## 177                        No                   Daylight  Multi
## 178                        No                   Daylight Single
## 179                        No                   Daylight    Two
## 180                       Yes Dark - Roadway Not Lighted Single
## 181                        No                   Daylight    Two
## 182                        No                   Daylight Single
## 183                        No     Dark - Lighted Roadway    Two
## 184                        No                  Dawn/Dusk    Two
## 185                        No                   Daylight    Two
## 186                        No                  Dawn/Dusk    Two
## 187                        No                   Daylight    Two
## 188                        No                   Daylight    Two
## 189                        No                   Daylight    Two
## 190                        No                   Daylight    Two
## 191                        No                   Daylight    Two
## 192                        No     Dark - Lighted Roadway    Two
## 193                        No                   Daylight    Two
## 194                        No                  Dawn/Dusk    Two
## 195                        No                   Daylight    Two
## 196                        No     Dark - Lighted Roadway    Two
## 197                        No                   Daylight    Two
## 198                        No                   Daylight    Two
## 199                        No     Dark - Lighted Roadway Single
## 200                        No                   Daylight    Two
## 201                        No                   Daylight    Two
## 202                        No                   Daylight    Two
## 203                        No                   Daylight    Two
## 204                        No                   Daylight    Two
## 205                        No                   Daylight    Two
## 206                       Yes                   Daylight    Two
## 207                       Yes                   Daylight    Two
## 208                        No                   Daylight    Two
## 209                        No                   Daylight    Two
## 210                        No                   Daylight    Two
## 211                        No                  Dawn/Dusk    Two
## 212                        No                   Daylight    Two
## 213                        No                   Daylight    Two
## 214                        No                   Daylight    Two
## 215                        No                   Daylight Single
## 216                       Yes Dark - Roadway Not Lighted Single
## 217                        No                   Daylight    Two
## 218                        No                   Daylight    Two
## 219                        No                   Daylight    Two
## 220                        No                   Daylight    Two
## 221                        No                   Daylight    Two
## 222                        No     Dark - Lighted Roadway    Two
## 223                        No                   Daylight    Two
## 224                        No                   Daylight    Two
## 225                        No                   Daylight    Two
## 226                        No                   Daylight    Two
## 227                        No Dark - Roadway Not Lighted Single
## 228                       Yes     Dark - Lighted Roadway    Two
## 229                        No                   Daylight    Two
## 230                        No                   Daylight    Two
## 231                       Yes                   Daylight  Multi
## 232                        No                   Daylight    Two
## 233                        No                   Daylight    Two
## 234                        No                   Daylight    Two
## 235                        No                   Daylight    Two
## 236                        No                   Daylight    Two
## 237                       Yes                   Daylight Single
## 238                       Yes                   Daylight    Two
## 239                        No                   Daylight    Two
## 240                        No                   Daylight    Two
## 241                        No                   Daylight    Two
## 242                        No                   Daylight    Two
## 243                        No                   Daylight    Two
## 244                        No                  Dawn/Dusk    Two
## 245                        No                  Dawn/Dusk    Two
## 246                       Yes                   Daylight    Two
## 247                        No                   Daylight    Two
## 248                        No                   Daylight    Two
## 249                       Yes                   Daylight    Two
## 250                        No                   Daylight    Two
## 251                        No                   Daylight Single
## 252                        No                   Daylight Single
## 253                        No                   Daylight    Two
## 254                        No                   Daylight    Two
## 255                        No                   Daylight    Two
## 256                        No                   Daylight    Two
## 257                        No                   Daylight    Two
## 258                        No Dark - Roadway Not Lighted    Two
## 259                        No                   Daylight    Two
## 260                       Yes                   Daylight    Two
## 261                        No     Dark - Lighted Roadway    Two
## 262                        No                   Daylight    Two
## 263                       Yes                   Daylight Single
## 264                       Yes                   Daylight    Two
## 265                        No                   Daylight    Two
## 266                        No                   Daylight    Two
## 267                        No                   Daylight    Two
## 268                        No                   Daylight Single
## 269                       Yes                   Daylight    Two
## 270                       Yes     Dark - Lighted Roadway    Two
## 271                        No                   Daylight    Two
## 272                        No                   Daylight    Two
## 273                        No                  Dawn/Dusk    Two
## 274                        No                   Daylight    Two
## 275                       Yes                   Daylight Single
## 276                        No                   Daylight    Two
## 277                        No                   Daylight    Two
## 278                        No                   Daylight    Two
## 279                        No                   Daylight    Two
## 280                        No                   Daylight    Two
## 281                        No                   Daylight    Two
## 282                        No                   Daylight Single
## 283                        No                   Daylight    Two
## 284                        No                   Daylight    Two
## 285                       Yes                   Daylight Single
## 286                        No                   Daylight    Two
## 287                        No     Dark - Lighted Roadway    Two
## 288                        No     Dark - Lighted Roadway    Two
## 289                        No                   Daylight    Two
## 290                        No                   Daylight    Two
## 291                        No                  Dawn/Dusk    Two
## 292                        No                   Daylight    Two
## 293                        No                   Daylight    Two
## 294                       Yes                   Daylight    Two
## 295                       Yes     Dark - Lighted Roadway    Two
## 296                        No                   Daylight    Two
## 297                        No                   Daylight    Two
## 298                        No                   Daylight    Two
## 299                        No                   Daylight    Two
## 300                        No                   Daylight    Two
## 301                        No                   Daylight    Two
## 302                        No                  Dawn/Dusk Single
## 303                        No                   Daylight    Two
## 304                       Yes     Dark - Lighted Roadway Single
## 305                        No     Dark - Lighted Roadway    Two
## 306                        No                  Dawn/Dusk    Two
## 307                        No     Dark - Lighted Roadway    Two
## 308                        No                   Daylight    Two
## 309                        No                   Daylight    Two
## 310                        No     Dark - Lighted Roadway    Two
## 311                        No                   Daylight    Two
## 312                        No                   Daylight Single
## 313                        No                   Daylight    Two
## 314                        No                   Daylight    Two
## 315                        No                   Daylight    Two
## 316                        No                   Daylight Single
## 317                        No     Dark - Lighted Roadway Single
## 318                        No                   Daylight    Two
## 319                       Yes                   Daylight    Two
## 320                       Yes Dark - Roadway Not Lighted    Two
## 321                        No     Dark - Lighted Roadway    Two
## 322                        No                   Daylight    Two
## 323                        No                   Daylight    Two
## 324                        No                   Daylight    Two
## 325                        No                   Daylight    Two
## 326                       Yes     Dark - Lighted Roadway    Two
## 327                        No     Dark - Lighted Roadway    Two
## 328                        No                   Daylight    Two
## 329                        No                   Daylight  Multi
## 330                        No     Dark - Lighted Roadway    Two
## 331                        No                   Daylight    Two
## 332                        No Dark - Roadway Not Lighted Single
## 333                       Yes     Dark - Lighted Roadway    Two
## 334                        No     Dark - Lighted Roadway  Multi
## 335                       Yes                   Daylight    Two
## 336                        No                   Daylight    Two
## 337                        No                   Daylight    Two
## 338                        No                   Daylight    Two
## 339                        No                   Daylight    Two
## 340                        No                   Daylight Single
## 341                        No Dark - Roadway Not Lighted Single
## 342                       Yes                   Daylight Single
## 343                       Yes                   Daylight    Two
## 344                       Yes                   Daylight    Two
## 345                        No                   Daylight    Two
## 346                        No                   Daylight    Two
## 347                        No                   Daylight    Two
## 348                        No                   Daylight    Two
## 349                       Yes                   Daylight Single
## 350                        No                   Daylight    Two
## 351                        No                   Daylight    Two
## 352                        No                   Daylight    Two
## 353                        No                   Daylight    Two
## 354                       Yes     Dark - Lighted Roadway    Two
## 355                        No                   Daylight    Two
## 356                        No                   Daylight    Two
## 357                        No                   Daylight    Two
## 358                        No                   Daylight    Two
## 359                        No                   Daylight    Two
## 360                        No                   Daylight    Two
## 361                        No                   Daylight    Two
## 362                       Yes                   Daylight Single
## 363                        No                   Daylight    Two
## 364                        No     Dark - Lighted Roadway    Two
## 365                       Yes                   Daylight    Two
## 366                        No                   Daylight    Two
## 367                        No                   Daylight    Two
## 368                        No     Dark - Lighted Roadway    Two
## 369                        No                   Daylight    Two
## 370                        No                   Daylight    Two
## 371                        No                   Daylight    Two
## 372                        No Dark - Roadway Not Lighted    Two
## 373                        No                   Daylight Single
## 374                        No                   Daylight    Two
## 375                       Yes                   Daylight    Two
## 376                        No                   Daylight    Two
## 377                        No                   Daylight    Two
## 378                        No     Dark - Lighted Roadway    Two
## 379                        No                   Daylight    Two
## 380                        No                   Daylight    Two
## 381                       Yes                  Dawn/Dusk    Two
## 382                        No                   Daylight    Two
## 383                        No                   Daylight    Two
## 384                        No                   Daylight    Two
## 385                        No                  Dawn/Dusk    Two
## 386                       Yes                   Daylight    Two
## 387                        No                   Daylight    Two
## 388                        No                   Daylight    Two
## 389                        No                   Daylight    Two
## 390                        No                   Daylight    Two
## 391                        No Dark - Roadway Not Lighted Single
## 392                        No                   Daylight    Two
## 393                        No                  Dawn/Dusk    Two
## 394                        No                   Daylight    Two
## 395                        No                   Daylight    Two
## 396                        No     Dark - Lighted Roadway    Two
## 397                        No            Other / Unknown    Two
## 398                        No                   Daylight    Two
## 399                       Yes Dark - Roadway Not Lighted Single
## 400                        No                   Daylight    Two
## 401                       Yes                  Dawn/Dusk    Two
## 402                        No                  Dawn/Dusk    Two
## 403                        No                   Daylight    Two
## 404                        No                  Dawn/Dusk Single
## 405                        No     Dark - Lighted Roadway Single
## 406                        No                   Daylight    Two
## 407                        No     Dark - Lighted Roadway    Two
## 408                        No                   Daylight    Two
## 409                        No                   Daylight    Two
## 410                        No                   Daylight Single
## 411                        No                   Daylight    Two
## 412                        No                   Daylight    Two
## 413                        No                   Daylight    Two
## 414                       Yes     Dark - Lighted Roadway    Two
## 415                        No     Dark - Lighted Roadway Single
## 416                        No                   Daylight    Two
## 417                        No                   Daylight    Two
## 418                        No                   Daylight    Two
## 419                        No                   Daylight    Two
## 420                        No                   Daylight    Two
## 421                        No            Other / Unknown Single
## 422                        No                   Daylight    Two
## 423                       Yes Dark - Roadway Not Lighted Single
## 424                        No                   Daylight    Two
## 425                        No                   Daylight    Two
## 426                        No                  Dawn/Dusk    Two
## 427                        No                   Daylight    Two
## 428                        No                   Daylight    Two
## 429                        No                   Daylight    Two
## 430                        No                   Daylight    Two
## 431                        No     Dark - Lighted Roadway    Two
## 432                        No                   Daylight    Two
## 433                       Yes                   Daylight    Two
## 434                        No                   Daylight    Two
## 435                        No                   Daylight    Two
## 436                       Yes                   Daylight    Two
## 437                        No                   Daylight    Two
## 438                        No Dark - Roadway Not Lighted Single
## 439                        No     Dark - Lighted Roadway    Two
## 440                        No                   Daylight    Two
## 441                        No                   Daylight    Two
## 442                        No                   Daylight    Two
## 443                        No                   Daylight    Two
## 444                       Yes     Dark - Lighted Roadway    Two
## 445                        No     Dark - Lighted Roadway  Multi
## 446                        No     Dark - Lighted Roadway    Two
## 447                        No     Dark - Lighted Roadway    Two
## 448                        No     Dark - Lighted Roadway    Two
## 449                        No                   Daylight    Two
## 450                        No Dark - Roadway Not Lighted    Two
## 451                        No                   Daylight    Two
## 452                        No                   Daylight    Two
## 453                        No Dark - Roadway Not Lighted Single
## 454                        No     Dark - Lighted Roadway    Two
## 455                        No     Dark - Lighted Roadway    Two
## 456                        No     Dark - Lighted Roadway    Two
## 457                        No                   Daylight Single
## 458                       Yes                   Daylight Single
## 459                       Yes                   Daylight    Two
## 460                        No                   Daylight    Two
## 461                        No Dark - Roadway Not Lighted Single
## 462                        No                   Daylight    Two
## 463                        No     Dark - Lighted Roadway    Two
## 464                        No     Dark - Lighted Roadway    Two
## 465                        No     Dark - Lighted Roadway    Two
## 466                        No                   Daylight    Two
## 467                        No                   Daylight    Two
## 468                        No                   Daylight Single
## 469                        No     Dark - Lighted Roadway    Two
## 470                        No                   Daylight    Two
## 471                        No     Dark - Lighted Roadway    Two
## 472                        No     Dark - Lighted Roadway    Two
## 473                        No                   Daylight    Two
## 474                        No                   Daylight    Two
## 475                        No                   Daylight    Two
## 476                        No                   Daylight    Two
## 477                        No                   Daylight    Two
## 478                       Yes                   Daylight    Two
## 479                        No                   Daylight    Two
## 480                        No Dark - Roadway Not Lighted    Two
## 481                       Yes     Dark - Lighted Roadway Single
## 482                        No                   Daylight    Two
## 483                        No                   Daylight    Two
## 484                       Yes                   Daylight    Two
## 485                        No                   Daylight  Multi
## 486                        No                   Daylight    Two
## 487                        No                   Daylight    Two
## 488                        No     Dark - Lighted Roadway    Two
## 489                        No                   Daylight    Two
## 490                        No     Dark - Lighted Roadway    Two
## 491                        No                   Daylight    Two
## 492                       Yes                   Daylight    Two
## 493                        No                   Daylight Single
## 494                        No     Dark - Lighted Roadway Single
## 495                        No                   Daylight  Multi
## 496                        No                   Daylight    Two
## 497                        No Dark - Roadway Not Lighted Single
## 498                        No                   Daylight    Two
## 499                        No Dark - Roadway Not Lighted Single
## 500                        No                   Daylight    Two
## 501                        No     Dark - Lighted Roadway    Two
## 502                        No                   Daylight    Two
## 503                       Yes Dark - Roadway Not Lighted    Two
## 504                        No                   Daylight    Two
## 505                        No Dark - Roadway Not Lighted    Two
## 506                        No     Dark - Lighted Roadway    Two
## 507                        No     Dark - Lighted Roadway    Two
## 508                        No     Dark - Lighted Roadway Single
## 509                       Yes                   Daylight Single
## 510                        No                   Daylight    Two
## 511                        No                   Daylight    Two
## 512                        No     Dark - Lighted Roadway Single
## 513                        No                   Daylight    Two
## 514                        No                   Daylight    Two
## 515                       Yes                   Daylight Single
## 516                        No                   Daylight    Two
## 517                       Yes                   Daylight    Two
## 518                        No                   Daylight    Two
## 519                       Yes                   Daylight Single
## 520                        No     Dark - Lighted Roadway    Two
## 521                        No     Dark - Lighted Roadway    Two
## 522                        No                   Daylight    Two
## 523                        No                   Daylight    Two
## 524                        No                   Daylight    Two
## 525                        No     Dark - Lighted Roadway    Two
## 526                        No                   Daylight    Two
## 527                        No                   Daylight    Two
## 528                        No                   Daylight    Two
## 529                        No                  Dawn/Dusk    Two
## 530                        No                   Daylight    Two
## 531                       Yes                   Daylight    Two
## 532                        No Dark - Roadway Not Lighted    Two
## 533                        No                   Daylight    Two
## 534                        No                   Daylight    Two
## 535                        No Dark - Roadway Not Lighted    Two
## 536                        No                   Daylight    Two
## 537                        No                   Daylight  Multi
## 538                       Yes                   Daylight    Two
## 539                        No                   Daylight    Two
## 540                        No                   Daylight    Two
## 541                        No                   Daylight    Two
## 542                       Yes                   Daylight Single
## 543                        No            Other / Unknown    Two
## 544                        No                   Daylight    Two
## 545                        No     Dark - Lighted Roadway    Two
## 546                        No     Dark - Lighted Roadway    Two
## 547                        No     Dark - Lighted Roadway    Two
## 548                        No     Dark - Lighted Roadway    Two
## 549                       Yes                   Daylight Single
## 550                       Yes                   Daylight Single
## 551                       Yes                   Daylight Single
## 552                        No                   Daylight    Two
## 553                        No                   Daylight    Two
## 554                        No                   Daylight    Two
## 555                       Yes Dark - Roadway Not Lighted Single
## 556                        No                   Daylight    Two
## 557                        No                   Daylight    Two
## 558                        No                   Daylight    Two
## 559                        No Dark - Roadway Not Lighted    Two
## 560                       Yes     Dark - Lighted Roadway Single
## 561                        No                   Daylight Single
## 562                       Yes                   Daylight Single
## 563                        No     Dark - Lighted Roadway    Two
## 564                        No Dark - Roadway Not Lighted Single
## 565                       Yes Dark - Roadway Not Lighted Single
## 566                        No                   Daylight    Two
## 567                        No     Dark - Lighted Roadway    Two
## 568                        No                   Daylight    Two
## 569                        No     Dark - Lighted Roadway    Two
## 570                        No                   Daylight    Two
## 571                        No            Other / Unknown    Two
## 572                        No Dark - Roadway Not Lighted    Two
## 573                        No                   Daylight    Two
## 574                        No                   Daylight    Two
## 575                        No                   Daylight    Two
## 576                        No                   Daylight    Two
## 577                       Yes Dark - Roadway Not Lighted Single
## 578                        No     Dark - Lighted Roadway    Two
## 579                        No                   Daylight    Two
## 580                        No                   Daylight    Two
## 581                        No                   Daylight    Two
## 582                        No                   Daylight    Two
## 583                        No Dark - Roadway Not Lighted Single
## 584                        No                   Daylight    Two
## 585                        No                   Daylight    Two
## 586                        No     Dark - Lighted Roadway    Two
## 587                        No                   Daylight    Two
## 588                        No                   Daylight    Two
## 589                        No                   Daylight    Two
## 590                        No                   Daylight  Multi
## 591                        No                   Daylight    Two
## 592                        No     Dark - Lighted Roadway    Two
## 593                        No                   Daylight    Two
## 594                        No                   Daylight    Two
## 595                        No                   Daylight    Two
## 596                       Yes                   Daylight Single
## 597                        No                  Dawn/Dusk Single
## 598                        No                   Daylight    Two
## 599                       Yes                   Daylight    Two
## 600                        No     Dark - Lighted Roadway    Two
## 601                        No                   Daylight Single
## 602                        No                   Daylight    Two
## 603                       Yes     Dark - Lighted Roadway Single
## 604                        No                   Daylight  Multi
## 605                        No                   Daylight    Two
## 606                        No                   Daylight    Two
## 607                       Yes Dark - Roadway Not Lighted    Two
## 608                       Yes                   Daylight Single
## 609                        No     Dark - Lighted Roadway    Two
## 610                        No     Dark - Lighted Roadway    Two
## 611                        No                  Dawn/Dusk    Two
## 612                        No Dark - Roadway Not Lighted Single
## 613                        No                   Daylight    Two
## 614                        No                   Daylight    Two
## 615                        No                   Daylight    Two
## 616                        No                   Daylight    Two
## 617                        No                  Dawn/Dusk    Two
## 618                        No                   Daylight    Two
## 619                       Yes Dark - Roadway Not Lighted    Two
## 620                        No                   Daylight    Two
## 621                        No                   Daylight    Two
## 622                        No                   Daylight    Two
## 623                        No                   Daylight    Two
## 624                        No                   Daylight    Two
## 625                        No                   Daylight    Two
## 626                       Yes     Dark - Lighted Roadway    Two
## 627                        No                   Daylight    Two
## 628                        No                   Daylight  Multi
## 629                        No                   Daylight    Two
## 630                        No                   Daylight    Two
## 631                        No                   Daylight    Two
## 632                        No     Dark - Lighted Roadway    Two
## 633                        No                   Daylight    Two
## 634                        No     Dark - Lighted Roadway    Two
## 635                        No     Dark - Lighted Roadway  Multi
## 636                        No                   Daylight    Two
## 637                        No                   Daylight Single
## 638                        No                   Daylight    Two
## 639                        No                   Daylight    Two
## 640                       Yes                   Daylight    Two
## 641                        No                   Daylight    Two
## 642                        No                   Daylight    Two
## 643                        No                  Dawn/Dusk    Two
## 644                        No                   Daylight    Two
## 645                        No                   Daylight    Two
## 646                        No                   Daylight  Multi
## 647                        No     Dark - Lighted Roadway Single
## 648                        No                   Daylight  Multi
## 649                        No                   Daylight    Two
## 650                       Yes                   Daylight    Two
## 651                        No                   Daylight    Two
## 652                        No                   Daylight    Two
## 653                        No                   Daylight    Two
## 654                        No                   Daylight    Two
## 655                        No Dark - Roadway Not Lighted Single
## 656                        No                   Daylight    Two
## 657                        No                   Daylight    Two
## 658                        No Dark - Roadway Not Lighted Single
## 659                        No                   Daylight    Two
## 660                        No                   Daylight Single
## 661                       Yes Dark - Roadway Not Lighted    Two
## 662                        No                   Daylight    Two
## 663                        No                   Daylight    Two
## 664                        No                   Daylight    Two
## 665                        No                   Daylight    Two
## 666                        No                   Daylight    Two
## 667                        No                   Daylight    Two
## 668                        No                   Daylight    Two
## 669                        No                   Daylight    Two
## 670                        No                   Daylight    Two
## 671                        No                   Daylight    Two
## 672                        No                   Daylight    Two
## 673                        No Dark - Roadway Not Lighted Single
## 674                        No                   Daylight    Two
## 675                        No                   Daylight    Two
## 676                        No                   Daylight    Two
## 677                       Yes                   Daylight  Multi
## 678                        No                   Daylight    Two
## 679                        No                   Daylight    Two
## 680                        No                   Daylight    Two
## 681                        No                   Daylight    Two
## 682                        No                  Dawn/Dusk    Two
## 683                        No                   Daylight Single
## 684                        No                   Daylight    Two
## 685                        No                   Daylight Single
## 686                        No                   Daylight    Two
## 687                        No                   Daylight Single
## 688                        No     Dark - Lighted Roadway    Two
## 689                        No                  Dawn/Dusk    Two
## 690                        No Dark - Roadway Not Lighted Single
## 691                       Yes                   Daylight  Multi
## 692                       Yes                   Daylight    Two
## 693                        No     Dark - Lighted Roadway    Two
## 694                        No                   Daylight    Two
## 695                        No                   Daylight    Two
## 696                        No                   Daylight    Two
## 697                        No                   Daylight    Two
## 698                        No                   Daylight    Two
## 699                        No                   Daylight    Two
## 700                       Yes                   Daylight    Two
## 701                        No                   Daylight    Two
## 702                        No                   Daylight    Two
## 703                        No                  Dawn/Dusk    Two
## 704                        No                   Daylight    Two
## 705                        No                   Daylight    Two
## 706                        No                   Daylight    Two
## 707                        No                   Daylight    Two
## 708                        No                   Daylight    Two
## 709                        No                   Daylight    Two
## 710                        No     Dark - Lighted Roadway    Two
## 711                       Yes                   Daylight    Two
## 712                        No                   Daylight    Two
## 713                        No     Dark - Lighted Roadway    Two
## 714                        No                   Daylight    Two
## 715                        No                   Daylight    Two
## 716                        No     Dark - Lighted Roadway  Multi
## 717                        No                   Daylight Single
## 718                       Yes                   Daylight Single
## 719                        No                   Daylight    Two
## 720                        No     Dark - Lighted Roadway Single
## 721                        No                   Daylight    Two
## 722                        No     Dark - Lighted Roadway    Two
## 723                        No                   Daylight    Two
## 724                        No                   Daylight Single
## 725                        No                   Daylight    Two
## 726                        No                   Daylight    Two
## 727                        No                  Dawn/Dusk    Two
## 728                        No                   Daylight    Two
## 729                        No                   Daylight    Two
## 730                        No                   Daylight    Two
## 731                        No     Dark - Lighted Roadway    Two
## 732                        No                   Daylight    Two
## 733                        No                   Daylight    Two
## 734                        No                   Daylight    Two
## 735                        No                   Daylight    Two
## 736                        No                   Daylight    Two
## 737                       Yes                   Daylight    Two
## 738                        No                   Daylight    Two
## 739                        No                   Daylight    Two
## 740                        No                   Daylight    Two
## 741                        No                   Daylight    Two
## 742                       Yes                   Daylight    Two
## 743                        No     Dark - Lighted Roadway Single
## 744                        No                   Daylight    Two
## 745                        No                   Daylight    Two
## 746                        No                   Daylight    Two
## 747                        No                   Daylight    Two
## 748                        No     Dark - Lighted Roadway    Two
## 749                        No                   Daylight    Two
## 750                        No                   Daylight    Two
## 751                        No                   Daylight    Two
## 752                        No                   Daylight    Two
## 753                        No                   Daylight    Two
## 754                       Yes                   Daylight    Two
## 755                        No                   Daylight    Two
## 756                       Yes                   Daylight    Two
## 757                        No                   Daylight    Two
## 758                       Yes Dark - Roadway Not Lighted    Two
## 759                        No                   Daylight    Two
## 760                        No                   Daylight    Two
## 761                        No                  Dawn/Dusk    Two
## 762                        No                  Dawn/Dusk    Two
## 763                       Yes                   Daylight Single
## 764                        No                   Daylight    Two
## 765                        No                  Dawn/Dusk    Two
## 766                        No                   Daylight    Two
## 767                        No                   Daylight    Two
## 768                        No                   Daylight    Two
## 769                        No                   Daylight    Two
## 770                        No                   Daylight    Two
## 771                        No                   Daylight    Two
## 772                       Yes                   Daylight    Two
## 773                        No     Dark - Lighted Roadway    Two
## 774                        No                   Daylight    Two
## 775                        No                   Daylight Single
## 776                        No                   Daylight    Two
## 777                        No                   Daylight    Two
## 778                        No                  Dawn/Dusk    Two
## 779                        No                   Daylight    Two
## 780                        No                   Daylight    Two
## 781                        No                   Daylight    Two
## 782                        No Dark - Roadway Not Lighted    Two
## 783                        No                   Daylight    Two
## 784                        No                   Daylight Single
## 785                        No                   Daylight    Two
## 786                        No                   Daylight Single
## 787                        No                   Daylight    Two
## 788                        No                   Daylight    Two
## 789                        No                   Daylight    Two
## 790                        No                   Daylight    Two
## 791                        No                   Daylight    Two
## 792                        No                   Daylight    Two
## 793                        No                   Daylight    Two
## 794                        No                   Daylight    Two
## 795                        No                   Daylight    Two
## 796                        No                   Daylight    Two
## 797                        No                   Daylight    Two
## 798                       Yes                   Daylight    Two
## 799                        No                   Daylight    Two
## 800                        No                   Daylight    Two
## 801                        No                   Daylight    Two
## 802                       Yes                   Daylight Single
## 803                        No                   Daylight    Two
## 804                        No                   Daylight    Two
## 805                        No                   Daylight    Two
## 806                        No                   Daylight    Two
## 807                        No                   Daylight    Two
## 808                        No Dark - Roadway Not Lighted  Multi
## 809                        No     Dark - Lighted Roadway    Two
## 810                        No                   Daylight    Two
## 811                        No                  Dawn/Dusk    Two
## 812                       Yes                   Daylight    Two
## 813                        No                   Daylight    Two
## 814                        No                   Daylight    Two
## 815                        No                   Daylight    Two
## 816                        No                   Daylight    Two
## 817                        No                   Daylight    Two
## 818                        No     Dark - Lighted Roadway    Two
## 819                        No                   Daylight    Two
## 820                       Yes                   Daylight Single
## 821                        No Dark - Roadway Not Lighted Single
## 822                        No                   Daylight    Two
## 823                       Yes                   Daylight    Two
## 824                        No     Dark - Lighted Roadway Single
## 825                        No                   Daylight    Two
## 826                        No                   Daylight    Two
## 827                        No Dark - Roadway Not Lighted    Two
## 828                        No                   Daylight    Two
## 829                        No                   Daylight    Two
## 830                        No                   Daylight Single
## 831                       Yes                   Daylight    Two
## 832                        No                   Daylight    Two
## 833                        No                   Daylight    Two
## 834                        No                   Daylight    Two
## 835                        No                   Daylight    Two
## 836                        No                   Daylight  Multi
## 837                       Yes                   Daylight    Two
## 838                        No                   Daylight Single
## 839                        No                   Daylight    Two
## 840                       Yes     Dark - Lighted Roadway    Two
## 841                       Yes                   Daylight Single
## 842                       Yes Dark - Roadway Not Lighted    Two
## 843                        No                   Daylight    Two
## 844                        No     Dark - Lighted Roadway Single
## 845                       Yes                   Daylight Single
## 846                        No                   Daylight    Two
## 847                        No     Dark - Lighted Roadway Single
## 848                        No                   Daylight    Two
## 849                        No     Dark - Lighted Roadway    Two
## 850                        No                   Daylight    Two
## 851                        No                   Daylight    Two
## 852                        No                   Daylight    Two
## 853                        No                   Daylight    Two
## 854                        No                   Daylight    Two
## 855                        No                   Daylight Single
## 856                        No                   Daylight    Two
## 857                        No                   Daylight    Two
## 858                        No     Dark - Lighted Roadway    Two
## 859                        No                   Daylight    Two
## 860                        No Dark - Roadway Not Lighted Single
## 861                        No                   Daylight    Two
## 862                        No                   Daylight    Two
## 863                        No                   Daylight    Two
## 864                        No                   Daylight    Two
## 865                        No                   Daylight    Two
## 866                        No                   Daylight    Two
## 867                        No                   Daylight    Two
## 868                        No     Dark - Lighted Roadway    Two
## 869                        No                   Daylight    Two
## 870                        No                   Daylight Single
## 871                        No     Dark - Lighted Roadway    Two
## 872                        No                   Daylight    Two
## 873                        No                   Daylight    Two
## 874                        No                   Daylight    Two
## 875                        No     Dark - Lighted Roadway    Two
## 876                        No                   Daylight    Two
## 877                       Yes                  Dawn/Dusk Single
## 878                        No                   Daylight    Two
## 879                        No                   Daylight    Two
## 880                        No                   Daylight  Multi
## 881                       Yes Dark - Roadway Not Lighted    Two
## 882                        No                   Daylight  Multi
## 883                        No                   Daylight Single
## 884                       Yes     Dark - Lighted Roadway Single
## 885                        No                   Daylight    Two
## 886                        No                   Daylight    Two
## 887                        No Dark - Roadway Not Lighted Single
## 888                        No                   Daylight    Two
## 889                        No                   Daylight    Two
## 890                        No                   Daylight    Two
## 891                        No                   Daylight    Two
## 892                        No                   Daylight    Two
## 893                        No     Dark - Lighted Roadway    Two
## 894                        No                   Daylight    Two
## 895                        No                   Daylight    Two
## 896                        No                   Daylight    Two
## 897                       Yes                   Daylight    Two
## 898                        No                   Daylight    Two
## 899                        No     Dark - Lighted Roadway    Two
## 900                        No                   Daylight    Two
## 901                        No                   Daylight    Two
## 902                        No                   Daylight    Two
## 903                        No                   Daylight    Two
## 904                        No                   Daylight Single
## 905                        No                   Daylight    Two
## 906                        No                   Daylight Single
## 907                        No Dark - Roadway Not Lighted    Two
## 908                        No     Dark - Lighted Roadway Single
## 909                        No                   Daylight    Two
## 910                       Yes                   Daylight    Two
## 911                        No                   Daylight    Two
## 912                        No                   Daylight    Two
## 913                        No                   Daylight    Two
## 914                        No                   Daylight    Two
## 915                       Yes                  Dawn/Dusk    Two
## 916                       Yes                   Daylight    Two
## 917                        No                   Daylight    Two
## 918                       Yes     Dark - Lighted Roadway Single
## 919                       Yes                   Daylight    Two
## 920                        No     Dark - Lighted Roadway    Two
## 921                        No                   Daylight    Two
## 922                        No            Other / Unknown    Two
## 923                       Yes     Dark - Lighted Roadway    Two
## 924                        No                   Daylight    Two
## 925                       Yes                   Daylight Single
## 926                        No     Dark - Lighted Roadway Single
## 927                        No                   Daylight    Two
## 928                       Yes     Dark - Lighted Roadway    Two
## 929                        No                   Daylight    Two
## 930                        No                   Daylight Single
## 931                        No     Dark - Lighted Roadway    Two
## 932                       Yes                   Daylight    Two
## 933                        No                   Daylight    Two
## 934                        No                   Daylight    Two
## 935                        No                   Daylight    Two
## 936                        No                   Daylight    Two
## 937                        No     Dark - Lighted Roadway    Two
## 938                       Yes                   Daylight    Two
## 939                        No     Dark - Lighted Roadway    Two
## 940                        No                   Daylight    Two
## 941                        No                   Daylight    Two
## 942                        No     Dark - Lighted Roadway    Two
## 943                        No Dark - Roadway Not Lighted    Two
## 944                       Yes                   Daylight    Two
## 945                        No     Dark - Lighted Roadway    Two
## 946                        No                   Daylight    Two
## 947                        No                   Daylight    Two
## 948                        No                   Daylight    Two
## 949                        No     Dark - Lighted Roadway    Two
## 950                        No     Dark - Lighted Roadway    Two
## 951                        No                   Daylight Single
## 952                        No Dark - Roadway Not Lighted    Two
## 953                        No                   Daylight    Two
## 954                        No     Dark - Lighted Roadway    Two
## 955                        No     Dark - Lighted Roadway    Two
## 956                        No                   Daylight    Two
## 957                        No                   Daylight    Two
## 958                        No                   Daylight    Two
## 959                        No                   Daylight    Two
## 960                        No                   Daylight Single
## 961                       Yes Dark - Roadway Not Lighted Single
## 962                        No     Dark - Lighted Roadway    Two
## 963                        No Dark - Roadway Not Lighted    Two
## 964                        No                   Daylight    Two
## 965                        No                  Dawn/Dusk    Two
## 966                        No                   Daylight    Two
## 967                        No                   Daylight    Two
## 968                       Yes Dark - Roadway Not Lighted    Two
## 969                        No                   Daylight Single
## 970                        No                   Daylight    Two
## 971                        No Dark - Roadway Not Lighted Single
## 972                       Yes                   Daylight    Two
## 973                       Yes                   Daylight Single
## 974                        No                   Daylight    Two
## 975                       Yes                   Daylight    Two
## 976                       Yes Dark - Roadway Not Lighted Single
## 977                       Yes Dark - Roadway Not Lighted Single
## 978                        No     Dark - Lighted Roadway    Two
## 979                        No                   Daylight    Two
## 980                       Yes Dark - Roadway Not Lighted Single
## 981                       Yes                   Daylight    Two
## 982                        No     Dark - Lighted Roadway    Two
## 983                        No                   Daylight    Two
## 984                        No                   Daylight    Two
## 985                        No     Dark - Lighted Roadway    Two
## 986                        No                   Daylight    Two
## 987                        No                  Dawn/Dusk    Two
## 988                       Yes                   Daylight  Multi
## 989                        No Dark - Roadway Not Lighted Single
## 990                       Yes Dark - Roadway Not Lighted    Two
## 991                        No                   Daylight    Two
## 992                        No                   Daylight    Two
## 993                        No Dark - Roadway Not Lighted Single
## 994                       Yes     Dark - Lighted Roadway    Two
## 995                        No Dark - Roadway Not Lighted    Two
## 996                        No     Dark - Lighted Roadway    Two
## 997                        No                   Daylight    Two
## 998                        No                   Daylight    Two
## 999                        No                   Daylight Single
## 1000                       No                   Daylight    Two
## 1001                       No     Dark - Lighted Roadway    Two
## 1002                       No                   Daylight    Two
## 1003                       No     Dark - Lighted Roadway    Two
## 1004                      Yes                   Daylight    Two
## 1005                       No                   Daylight    Two
## 1006                       No     Dark - Lighted Roadway Single
## 1007                       No            Other / Unknown Single
## 1008                       No                   Daylight    Two
## 1009                       No     Dark - Lighted Roadway    Two
## 1010                       No     Dark - Lighted Roadway    Two
## 1011                       No Dark - Roadway Not Lighted Single
## 1012                       No                   Daylight    Two
## 1013                       No     Dark - Lighted Roadway    Two
## 1014                       No Dark - Roadway Not Lighted Single
## 1015                       No                   Daylight    Two
## 1016                       No                   Daylight    Two
## 1017                       No     Dark - Lighted Roadway Single
## 1018                       No                   Daylight    Two
## 1019                       No                   Daylight    Two
## 1020                       No                  Dawn/Dusk Single
## 1021                       No     Dark - Lighted Roadway Single
## 1022                       No     Dark - Lighted Roadway    Two
## 1023                      Yes Dark - Roadway Not Lighted Single
## 1024                      Yes                   Daylight    Two
## 1025                       No                   Daylight    Two
## 1026                      Yes                   Daylight    Two
## 1027                       No     Dark - Lighted Roadway Single
## 1028                      Yes                   Daylight    Two
## 1029                       No     Dark - Lighted Roadway    Two
## 1030                       No Dark - Roadway Not Lighted    Two
## 1031                       No                   Daylight    Two
## 1032                       No     Dark - Lighted Roadway    Two
## 1033                       No                   Daylight    Two
## 1034                       No                   Daylight    Two
## 1035                       No                   Daylight    Two
## 1036                       No                   Daylight    Two
## 1037                       No                   Daylight    Two
## 1038                       No                  Dawn/Dusk    Two
## 1039                       No                   Daylight    Two
## 1040                       No                   Daylight    Two
## 1041                       No                   Daylight    Two
## 1042                       No     Dark - Lighted Roadway    Two
## 1043                       No                   Daylight    Two
## 1044                       No     Dark - Lighted Roadway    Two
## 1045                       No                   Daylight    Two
## 1046                       No                   Daylight    Two
## 1047                       No                   Daylight    Two
## 1048                       No                   Daylight    Two
## 1049                       No                   Daylight    Two
## 1050                       No                   Daylight    Two
## 1051                       No                   Daylight    Two
## 1052                       No                   Daylight    Two
## 1053                       No     Dark - Lighted Roadway Single
## 1054                       No                   Daylight    Two
## 1055                       No     Dark - Lighted Roadway    Two
## 1056                       No                   Daylight    Two
## 1057                      Yes                   Daylight    Two
## 1058                       No                   Daylight    Two
## 1059                       No                   Daylight    Two
## 1060                       No     Dark - Lighted Roadway Single
## 1061                       No     Dark - Lighted Roadway    Two
## 1062                       No                   Daylight    Two
## 1063                       No     Dark - Lighted Roadway    Two
## 1064                       No     Dark - Lighted Roadway    Two
## 1065                       No                   Daylight    Two
## 1066                       No                   Daylight    Two
## 1067                       No                   Daylight    Two
## 1068                       No                   Daylight    Two
## 1069                       No                   Daylight    Two
## 1070                       No                   Daylight    Two
## 1071                       No                   Daylight    Two
## 1072                       No                   Daylight    Two
## 1073                       No                   Daylight  Multi
## 1074                       No                  Dawn/Dusk    Two
## 1075                       No                   Daylight    Two
## 1076                       No     Dark - Lighted Roadway    Two
## 1077                       No                   Daylight    Two
## 1078                       No                   Daylight    Two
## 1079                       No                   Daylight    Two
## 1080                       No                   Daylight    Two
## 1081                       No                   Daylight    Two
## 1082                       No                   Daylight    Two
## 1083                       No     Dark - Lighted Roadway Single
## 1084                       No                   Daylight    Two
## 1085                       No                   Daylight    Two
## 1086                      Yes                   Daylight Single
## 1087                       No                   Daylight  Multi
## 1088                       No     Dark - Lighted Roadway    Two
## 1089                       No                   Daylight    Two
## 1090                       No     Dark - Lighted Roadway    Two
## 1091                       No                   Daylight    Two
## 1092                       No                   Daylight    Two
## 1093                       No                   Daylight    Two
## 1094                       No                   Daylight    Two
## 1095                       No     Dark - Lighted Roadway    Two
## 1096                       No                   Daylight    Two
## 1097                       No                   Daylight    Two
## 1098                       No                   Daylight    Two
## 1099                       No                   Daylight    Two
## 1100                       No     Dark - Lighted Roadway    Two
## 1101                       No                   Daylight    Two
## 1102                       No                   Daylight    Two
## 1103                       No                   Daylight    Two
## 1104                       No                   Daylight    Two
## 1105                       No                   Daylight Single
## 1106                       No                   Daylight    Two
## 1107                       No                   Daylight    Two
## 1108                      Yes                   Daylight    Two
## 1109                       No                   Daylight    Two
## 1110                       No                   Daylight    Two
## 1111                       No                   Daylight    Two
## 1112                       No                   Daylight    Two
## 1113                       No Dark - Roadway Not Lighted    Two
## 1114                       No                   Daylight    Two
## 1115                      Yes                   Daylight Single
## 1116                       No     Dark - Lighted Roadway  Multi
## 1117                       No                   Daylight    Two
## 1118                       No                  Dawn/Dusk    Two
## 1119                       No     Dark - Lighted Roadway    Two
## 1120                      Yes                   Daylight    Two
## 1121                       No                   Daylight    Two
## 1122                       No                   Daylight    Two
## 1123                       No                   Daylight    Two
## 1124                       No                   Daylight    Two
## 1125                       No                   Daylight    Two
## 1126                       No                   Daylight    Two
## 1127                       No                   Daylight    Two
## 1128                       No                   Daylight Single
## 1129                       No                   Daylight    Two
## 1130                       No                   Daylight    Two
## 1131                       No                   Daylight    Two
## 1132                      Yes                   Daylight Single
## 1133                       No Dark - Roadway Not Lighted    Two
## 1134                       No                   Daylight  Multi
## 1135                       No                   Daylight    Two
## 1136                       No                   Daylight    Two
## 1137                       No                   Daylight    Two
## 1138                       No                   Daylight    Two
## 1139                       No                  Dawn/Dusk Single
## 1140                       No                   Daylight    Two
## 1141                       No                   Daylight Single
## 1142                       No                   Daylight    Two
## 1143                       No                   Daylight    Two
## 1144                       No                   Daylight    Two
## 1145                       No                   Daylight    Two
## 1146                       No     Dark - Lighted Roadway    Two
## 1147                       No                   Daylight    Two
## 1148                       No                   Daylight    Two
## 1149                       No                   Daylight    Two
## 1150                       No     Dark - Lighted Roadway    Two
## 1151                       No                   Daylight    Two
## 1152                      Yes                   Daylight    Two
## 1153                       No     Dark - Lighted Roadway    Two
## 1154                       No                   Daylight    Two
## 1155                       No                   Daylight    Two
## 1156                       No     Dark - Lighted Roadway Single
## 1157                       No                   Daylight    Two
## 1158                       No Dark - Roadway Not Lighted Single
## 1159                       No                   Daylight    Two
## 1160                       No                   Daylight    Two
## 1161                       No                   Daylight    Two
## 1162                       No                   Daylight    Two
## 1163                       No                   Daylight    Two
## 1164                       No                  Dawn/Dusk    Two
## 1165                       No Dark - Roadway Not Lighted Single
## 1166                       No     Dark - Lighted Roadway    Two
## 1167                       No                   Daylight    Two
## 1168                       No                   Daylight    Two
## 1169                       No                  Dawn/Dusk    Two
## 1170                       No                   Daylight    Two
## 1171                       No                   Daylight    Two
## 1172                       No                   Daylight    Two
## 1173                       No                   Daylight Single
## 1174                       No                   Daylight    Two
## 1175                       No                   Daylight    Two
## 1176                       No                   Daylight    Two
## 1177                      Yes            Other / Unknown Single
## 1178                       No     Dark - Lighted Roadway    Two
## 1179                       No                   Daylight    Two
## 1180                       No                   Daylight    Two
## 1181                      Yes                   Daylight Single
## 1182                       No                   Daylight    Two
## 1183                       No                   Daylight    Two
## 1184                       No                   Daylight    Two
## 1185                       No     Dark - Lighted Roadway Single
## 1186                       No                   Daylight    Two
## 1187                       No                   Daylight    Two
## 1188                       No     Dark - Lighted Roadway    Two
## 1189                       No     Dark - Lighted Roadway    Two
## 1190                       No                  Dawn/Dusk    Two
## 1191                       No                   Daylight    Two
## 1192                       No                   Daylight    Two
## 1193                       No                   Daylight    Two
## 1194                       No                   Daylight    Two
## 1195                       No                   Daylight    Two
## 1196                       No                   Daylight    Two
## 1197                       No                  Dawn/Dusk    Two
## 1198                       No                   Daylight    Two
## 1199                       No                   Daylight    Two
## 1200                       No                   Daylight    Two
## 1201                       No                   Daylight    Two
## 1202                       No                   Daylight    Two
## 1203                       No                   Daylight    Two
## 1204                       No                   Daylight    Two
## 1205                       No                   Daylight    Two
## 1206                       No                   Daylight    Two
## 1207                       No     Dark - Lighted Roadway    Two
## 1208                       No                   Daylight    Two
## 1209                       No                   Daylight    Two
## 1210                       No     Dark - Lighted Roadway    Two
## 1211                       No                   Daylight    Two
## 1212                       No     Dark - Lighted Roadway    Two
## 1213                       No                   Daylight    Two
## 1214                       No                   Daylight    Two
## 1215                       No                   Daylight Single
## 1216                       No                   Daylight    Two
## 1217                       No     Dark - Lighted Roadway    Two
## 1218                       No                  Dawn/Dusk    Two
## 1219                       No     Dark - Lighted Roadway    Two
## 1220                       No     Dark - Lighted Roadway    Two
## 1221                       No     Dark - Lighted Roadway    Two
## 1222                       No                  Dawn/Dusk    Two
## 1223                       No Dark - Roadway Not Lighted    Two
## 1224                       No                   Daylight    Two
## 1225                       No                   Daylight    Two
## 1226                       No                   Daylight    Two
## 1227                       No                   Daylight    Two
## 1228                       No                   Daylight    Two
## 1229                       No Dark - Roadway Not Lighted    Two
## 1230                      Yes     Dark - Lighted Roadway    Two
## 1231                       No Dark - Roadway Not Lighted    Two
## 1232                       No                   Daylight    Two
## 1233                       No                   Daylight    Two
## 1234                       No                   Daylight    Two
## 1235                       No                   Daylight    Two
## 1236                       No                   Daylight    Two
## 1237                       No                   Daylight    Two
## 1238                       No                   Daylight Single
## 1239                       No                   Daylight    Two
## 1240                       No                   Daylight    Two
## 1241                       No                   Daylight    Two
## 1242                       No     Dark - Lighted Roadway    Two
## 1243                       No                   Daylight    Two
## 1244                       No     Dark - Lighted Roadway    Two
## 1245                       No                   Daylight    Two
## 1246                       No                   Daylight    Two
## 1247                      Yes                   Daylight Single
## 1248                       No                   Daylight    Two
## 1249                       No     Dark - Lighted Roadway  Multi
## 1250                       No                   Daylight    Two
## 1251                       No                   Daylight    Two
## 1252                       No                   Daylight    Two
## 1253                       No                   Daylight Single
## 1254                       No     Dark - Lighted Roadway    Two
## 1255                       No     Dark - Lighted Roadway    Two
## 1256                       No     Dark - Lighted Roadway    Two
## 1257                       No                   Daylight    Two
## 1258                       No                  Dawn/Dusk    Two
## 1259                       No     Dark - Lighted Roadway    Two
## 1260                       No                   Daylight    Two
## 1261                       No                   Daylight    Two
## 1262                       No                   Daylight    Two
## 1263                       No                   Daylight    Two
## 1264                       No                   Daylight    Two
## 1265                       No                  Dawn/Dusk    Two
## 1266                       No                   Daylight    Two
## 1267                      Yes                   Daylight Single
## 1268                      Yes                   Daylight    Two
## 1269                       No                   Daylight    Two
## 1270                       No                   Daylight    Two
## 1271                       No                   Daylight    Two
## 1272                       No                   Daylight    Two
## 1273                       No     Dark - Lighted Roadway    Two
## 1274                       No                   Daylight    Two
## 1275                       No Dark - Roadway Not Lighted    Two
## 1276                       No     Dark - Lighted Roadway    Two
## 1277                       No Dark - Roadway Not Lighted    Two
## 1278                       No     Dark - Lighted Roadway    Two
## 1279                       No Dark - Roadway Not Lighted    Two
## 1280                       No                  Dawn/Dusk    Two
## 1281                       No                   Daylight    Two
## 1282                       No                   Daylight    Two
## 1283                       No                   Daylight    Two
## 1284                      Yes Dark - Roadway Not Lighted    Two
## 1285                       No                   Daylight    Two
## 1286                       No                   Daylight    Two
## 1287                       No                   Daylight    Two
## 1288                       No     Dark - Lighted Roadway  Multi
## 1289                       No                   Daylight    Two
## 1290                       No     Dark - Lighted Roadway    Two
## 1291                      Yes Dark - Roadway Not Lighted Single
## 1292                       No                   Daylight    Two
## 1293                      Yes Dark - Roadway Not Lighted Single
## 1294                       No                   Daylight    Two
## 1295                       No Dark - Roadway Not Lighted    Two
## 1296                       No                   Daylight    Two
## 1297                       No                   Daylight    Two
## 1298                      Yes                   Daylight    Two
## 1299                       No                   Daylight    Two
## 1300                       No     Dark - Lighted Roadway    Two
## 1301                       No                   Daylight    Two
## 1302                       No                   Daylight    Two
## 1303                       No                  Dawn/Dusk    Two
## 1304                       No     Dark - Lighted Roadway    Two
## 1305                       No     Dark - Lighted Roadway    Two
## 1306                       No     Dark - Lighted Roadway    Two
## 1307                      Yes                   Daylight    Two
## 1308                       No     Dark - Lighted Roadway    Two
## 1309                       No                   Daylight    Two
## 1310                       No     Dark - Lighted Roadway    Two
## 1311                       No                   Daylight    Two
## 1312                      Yes Dark - Roadway Not Lighted Single
## 1313                       No                   Daylight Single
## 1314                       No     Dark - Lighted Roadway    Two
## 1315                       No Dark - Roadway Not Lighted    Two
## 1316                       No     Dark - Lighted Roadway Single
## 1317                      Yes     Dark - Lighted Roadway    Two
## 1318                       No     Dark - Lighted Roadway    Two
## 1319                      Yes     Dark - Lighted Roadway Single
## 1320                       No Dark - Roadway Not Lighted Single
## 1321                       No Dark - Roadway Not Lighted    Two
## 1322                       No                   Daylight    Two
## 1323                       No                   Daylight    Two
## 1324                       No Dark - Roadway Not Lighted Single
## 1325                      Yes                   Daylight    Two
## 1326                      Yes     Dark - Lighted Roadway Single
## 1327                       No Dark - Roadway Not Lighted    Two
## 1328                       No                   Daylight    Two
## 1329                       No Dark - Roadway Not Lighted Single
## 1330                       No     Dark - Lighted Roadway    Two
## 1331                       No Dark - Roadway Not Lighted    Two
## 1332                      Yes                   Daylight Single
## 1333                       No                   Daylight    Two
## 1334                      Yes                   Daylight    Two
## 1335                       No     Dark - Lighted Roadway    Two
## 1336                       No                   Daylight Single
## 1337                       No                   Daylight Single
## 1338                       No                   Daylight    Two
## 1339                      Yes Dark - Roadway Not Lighted Single
## 1340                      Yes Dark - Roadway Not Lighted Single
## 1341                       No Dark - Roadway Not Lighted    Two
## 1342                      Yes                   Daylight    Two
## 1343                      Yes                   Daylight    Two
## 1344                       No                  Dawn/Dusk    Two
## 1345                       No                   Daylight    Two
## 1346                       No Dark - Roadway Not Lighted Single
## 1347                      Yes                   Daylight    Two
## 1348                       No Dark - Roadway Not Lighted    Two
## 1349                       No                   Daylight    Two
## 1350                       No                   Daylight Single
## 1351                      Yes                   Daylight Single
## 1352                      Yes                   Daylight Single
## 1353                      Yes Dark - Roadway Not Lighted Single
## 1354                      Yes                   Daylight    Two
## 1355                       No Dark - Roadway Not Lighted Single
## 1356                       No                   Daylight    Two
## 1357                       No                   Daylight    Two
## 1358                       No                   Daylight    Two
## 1359                      Yes                   Daylight Single
## 1360                       No                   Daylight    Two
## 1361                      Yes                   Daylight    Two
## 1362                       No                   Daylight    Two
## 1363                       No Dark - Roadway Not Lighted Single
## 1364                       No                   Daylight    Two
## 1365                      Yes                   Daylight    Two
## 1366                       No                   Daylight    Two
## 1367                       No                   Daylight    Two
## 1368                       No                   Daylight Single
## 1369                      Yes                   Daylight    Two
## 1370                       No                   Daylight    Two
## 1371                       No                   Daylight    Two
## 1372                       No                   Daylight Single
## 1373                       No                   Daylight    Two
## 1374                       No                   Daylight    Two
## 1375                       No                   Daylight    Two
## 1376                       No Dark - Roadway Not Lighted Single
## 1377                       No                   Daylight Single
## 1378                       No                   Daylight    Two
## 1379                       No                   Daylight    Two
## 1380                       No                   Daylight Single
## 1381                       No                   Daylight    Two
## 1382                       No                   Daylight    Two
## 1383                       No                   Daylight    Two
## 1384                       No                   Daylight    Two
## 1385                       No                   Daylight    Two
## 1386                      Yes                   Daylight    Two
## 1387                       No     Dark - Lighted Roadway    Two
## 1388                       No                   Daylight    Two
## 1389                       No                   Daylight    Two
## 1390                       No                   Daylight    Two
## 1391                      Yes Dark - Roadway Not Lighted    Two
## 1392                       No                   Daylight    Two
## 1393                       No Dark - Roadway Not Lighted    Two
## 1394                      Yes Dark - Roadway Not Lighted    Two
## 1395                      Yes Dark - Roadway Not Lighted Single
## 1396                      Yes                   Daylight Single
## 1397                       No                  Dawn/Dusk    Two
## 1398                      Yes                  Dawn/Dusk    Two
## 1399                       No Dark - Roadway Not Lighted    Two
## 1400                       No Dark - Roadway Not Lighted    Two
## 1401                       No                   Daylight    Two
## 1402                       No                   Daylight    Two
## 1403                       No     Dark - Lighted Roadway    Two
## 1404                       No                   Daylight    Two
## 1405                       No                   Daylight    Two
## 1406                      Yes                   Daylight Single
## 1407                       No                   Daylight    Two
## 1408                       No                   Daylight    Two
## 1409                       No                   Daylight    Two
## 1410                       No Dark - Roadway Not Lighted Single
## 1411                       No                   Daylight    Two
## 1412                       No                   Daylight    Two
## 1413                       No     Dark - Lighted Roadway    Two
## 1414                       No                   Daylight Single
## 1415                       No                   Daylight    Two
## 1416                      Yes                   Daylight    Two
## 1417                       No     Dark - Lighted Roadway    Two
## 1418                       No                   Daylight    Two
## 1419                       No                   Daylight Single
## 1420                      Yes                   Daylight    Two
## 1421                       No                   Daylight Single
## 1422                       No                   Daylight    Two
## 1423                       No                   Daylight    Two
## 1424                       No                   Daylight    Two
## 1425                       No                   Daylight    Two
## 1426                       No                   Daylight    Two
## 1427                       No                   Daylight    Two
## 1428                       No     Dark - Lighted Roadway    Two
## 1429                       No                   Daylight    Two
## 1430                       No                   Daylight    Two
## 1431                       No                   Daylight    Two
## 1432                       No                   Daylight    Two
## 1433                       No     Dark - Lighted Roadway    Two
## 1434                       No                   Daylight    Two
## 1435                       No Dark - Roadway Not Lighted Single
## 1436                       No                   Daylight    Two
## 1437                       No                   Daylight    Two
## 1438                       No                   Daylight    Two
## 1439                       No                   Daylight Single
## 1440                       No                   Daylight    Two
## 1441                       No                   Daylight    Two
## 1442                       No                   Daylight Single
## 1443                       No     Dark - Lighted Roadway    Two
## 1444                       No                   Daylight    Two
## 1445                       No                   Daylight    Two
## 1446                       No                   Daylight Single
## 1447                       No Dark - Roadway Not Lighted Single
## 1448                       No                   Daylight    Two
## 1449                       No     Dark - Lighted Roadway    Two
## 1450                       No     Dark - Lighted Roadway    Two
## 1451                       No                   Daylight    Two
## 1452                       No                   Daylight Single
## 1453                       No                   Daylight    Two
## 1454                       No                   Daylight Single
## 1455                      Yes                   Daylight    Two
## 1456                       No     Dark - Lighted Roadway    Two
## 1457                       No                   Daylight    Two
## 1458                       No     Dark - Lighted Roadway Single
## 1459                       No                   Daylight    Two
## 1460                       No                   Daylight    Two
## 1461                       No                   Daylight    Two
## 1462                       No                  Dawn/Dusk    Two
## 1463                       No                   Daylight    Two
## 1464                      Yes     Dark - Lighted Roadway Single
## 1465                       No                   Daylight    Two
## 1466                       No     Dark - Lighted Roadway    Two
## 1467                       No     Dark - Lighted Roadway    Two
## 1468                       No     Dark - Lighted Roadway    Two
## 1469                       No     Dark - Lighted Roadway    Two
## 1470                       No                   Daylight    Two
## 1471                       No     Dark - Lighted Roadway    Two
## 1472                      Yes     Dark - Lighted Roadway    Two
## 1473                       No     Dark - Lighted Roadway    Two
## 1474                       No                   Daylight    Two
## 1475                       No                   Daylight    Two
## 1476                       No                   Daylight    Two
## 1477                      Yes                   Daylight    Two
## 1478                       No                   Daylight    Two
## 1479                       No     Dark - Lighted Roadway Single
## 1480                       No                   Daylight    Two
## 1481                       No                   Daylight    Two
## 1482                       No Dark - Roadway Not Lighted    Two
## 1483                       No Dark - Roadway Not Lighted    Two
## 1484                       No                   Daylight    Two
## 1485                       No                   Daylight    Two
## 1486                       No     Dark - Lighted Roadway    Two
## 1487                       No                   Daylight Single
## 1488                       No     Dark - Lighted Roadway    Two
## 1489                       No     Dark - Lighted Roadway Single
## 1490                       No                   Daylight    Two
## 1491                       No Dark - Roadway Not Lighted Single
## 1492                       No                   Daylight  Multi
## 1493                       No     Dark - Lighted Roadway  Multi
## 1494                       No                   Daylight  Multi
## 1495                       No     Dark - Lighted Roadway    Two
## 1496                       No                  Dawn/Dusk    Two
## 1497                       No                   Daylight    Two
## 1498                       No                   Daylight    Two
## 1499                       No                   Daylight    Two
## 1500                       No                   Daylight    Two
## 1501                       No                   Daylight    Two
## 1502                       No                   Daylight    Two
## 1503                       No                   Daylight    Two
## 1504                       No                   Daylight Single
## 1505                       No                   Daylight    Two
## 1506                       No     Dark - Lighted Roadway    Two
## 1507                       No                   Daylight    Two
## 1508                       No                   Daylight    Two
## 1509                       No                   Daylight    Two
## 1510                       No                   Daylight    Two
## 1511                       No                  Dawn/Dusk    Two
## 1512                       No                   Daylight    Two
## 1513                       No                   Daylight    Two
## 1514                       No Dark - Roadway Not Lighted    Two
## 1515                       No     Dark - Lighted Roadway    Two
## 1516                       No     Dark - Lighted Roadway    Two
## 1517                       No     Dark - Lighted Roadway    Two
## 1518                       No                   Daylight    Two
## 1519                       No     Dark - Lighted Roadway  Multi
## 1520                       No     Dark - Lighted Roadway    Two
## 1521                       No                   Daylight    Two
## 1522                       No                   Daylight    Two
## 1523                      Yes                   Daylight    Two
## 1524                       No     Dark - Lighted Roadway    Two
## 1525                       No                   Daylight    Two
## 1526                       No     Dark - Lighted Roadway    Two
## 1527                       No     Dark - Lighted Roadway    Two
## 1528                       No     Dark - Lighted Roadway    Two
## 1529                       No                   Daylight    Two
## 1530                       No                   Daylight    Two
## 1531                      Yes                   Daylight    Two
## 1532                      Yes     Dark - Lighted Roadway    Two
## 1533                       No Dark - Roadway Not Lighted Single
## 1534                      Yes                   Daylight Single
## 1535                       No                   Daylight    Two
## 1536                       No                   Daylight    Two
## 1537                       No     Dark - Lighted Roadway    Two
## 1538                       No                  Dawn/Dusk    Two
## 1539                       No                   Daylight Single
## 1540                       No                   Daylight    Two
## 1541                       No                   Daylight    Two
## 1542                       No                   Daylight    Two
## 1543                       No                   Daylight Single
## 1544                       No                   Daylight    Two
## 1545                       No                   Daylight    Two
## 1546                       No     Dark - Lighted Roadway    Two
## 1547                       No                   Daylight    Two
## 1548                      Yes                  Dawn/Dusk Single
## 1549                       No                   Daylight    Two
## 1550                       No                   Daylight    Two
## 1551                       No                   Daylight    Two
## 1552                       No                   Daylight    Two
## 1553                       No                   Daylight    Two
## 1554                       No     Dark - Lighted Roadway    Two
## 1555                       No                   Daylight    Two
## 1556                       No                   Daylight    Two
## 1557                       No                   Daylight    Two
## 1558                       No                   Daylight    Two
## 1559                       No     Dark - Lighted Roadway    Two
## 1560                       No                   Daylight    Two
## 1561                       No                   Daylight    Two
## 1562                       No                   Daylight    Two
## 1563                       No                   Daylight    Two
## 1564                       No                   Daylight    Two
## 1565                       No                  Dawn/Dusk    Two
## 1566                       No                   Daylight    Two
## 1567                       No                   Daylight    Two
## 1568                       No                   Daylight    Two
## 1569                       No                   Daylight Single
## 1570                      Yes                   Daylight    Two
## 1571                       No                   Daylight    Two
## 1572                       No                   Daylight    Two
## 1573                       No     Dark - Lighted Roadway Single
## 1574                       No                   Daylight    Two
## 1575                       No                   Daylight    Two
## 1576                       No                   Daylight    Two
## 1577                       No                   Daylight    Two
## 1578                       No                   Daylight    Two
## 1579                       No                   Daylight    Two
## 1580                       No            Other / Unknown    Two
## 1581                       No                   Daylight    Two
## 1582                       No                   Daylight    Two
## 1583                       No     Dark - Lighted Roadway    Two
## 1584                       No                   Daylight    Two
## 1585                       No                   Daylight    Two
## 1586                       No                   Daylight    Two
## 1587                       No                  Dawn/Dusk Single
## 1588                       No                   Daylight    Two
## 1589                       No     Dark - Lighted Roadway    Two
## 1590                      Yes                   Daylight  Multi
## 1591                       No                   Daylight    Two
## 1592                       No                   Daylight Single
## 1593                       No                   Daylight    Two
## 1594                       No                   Daylight    Two
## 1595                      Yes                   Daylight    Two
## 1596                       No                   Daylight  Multi
## 1597                       No                   Daylight    Two
## 1598                       No                   Daylight    Two
## 1599                       No                   Daylight    Two
## 1600                       No                   Daylight Single
## 1601                       No                   Daylight Single
## 1602                       No                   Daylight    Two
## 1603                       No                   Daylight    Two
## 1604                       No                   Daylight    Two
## 1605                       No     Dark - Lighted Roadway    Two
## 1606                       No                   Daylight    Two
## 1607                       No     Dark - Lighted Roadway    Two
## 1608                      Yes                   Daylight    Two
## 1609                       No                   Daylight  Multi
## 1610                       No                   Daylight    Two
## 1611                       No                   Daylight    Two
## 1612                       No                   Daylight    Two
## 1613                       No                   Daylight    Two
## 1614                       No                   Daylight    Two
## 1615                       No                  Dawn/Dusk    Two
## 1616                       No                   Daylight    Two
## 1617                       No                   Daylight    Two
## 1618                       No                   Daylight    Two
## 1619                       No     Dark - Lighted Roadway    Two
## 1620                       No                  Dawn/Dusk    Two
## 1621                       No                   Daylight    Two
## 1622                       No                   Daylight    Two
## 1623                       No                   Daylight    Two
## 1624                       No                  Dawn/Dusk    Two
## 1625                       No     Dark - Lighted Roadway    Two
## 1626                       No                   Daylight    Two
## 1627                       No                   Daylight    Two
## 1628                       No                   Daylight    Two
## 1629                       No                  Dawn/Dusk    Two
## 1630                       No                   Daylight    Two
## 1631                       No     Dark - Lighted Roadway    Two
## 1632                       No                   Daylight    Two
## 1633                       No     Dark - Lighted Roadway    Two
## 1634                       No                  Dawn/Dusk    Two
## 1635                       No                   Daylight    Two
## 1636                       No                   Daylight    Two
## 1637                       No                   Daylight    Two
## 1638                       No                   Daylight    Two
## 1639                       No                   Daylight    Two
## 1640                       No                   Daylight    Two
## 1641                       No                   Daylight    Two
## 1642                       No                   Daylight    Two
## 1643                       No                   Daylight    Two
## 1644                       No                   Daylight    Two
## 1645                       No     Dark - Lighted Roadway Single
## 1646                       No                   Daylight    Two
## 1647                       No                   Daylight    Two
## 1648                       No                   Daylight    Two
## 1649                       No                   Daylight    Two
## 1650                      Yes                   Daylight    Two
## 1651                       No                   Daylight    Two
## 1652                       No                   Daylight    Two
## 1653                       No                   Daylight    Two
## 1654                       No                   Daylight    Two
## 1655                       No                   Daylight    Two
## 1656                       No                   Daylight    Two
## 1657                       No                   Daylight    Two
## 1658                       No                   Daylight    Two
## 1659                       No                   Daylight Single
## 1660                      Yes                   Daylight    Two
## 1661                       No                   Daylight    Two
## 1662                       No                   Daylight    Two
## 1663                       No                   Daylight    Two
## 1664                       No                   Daylight    Two
## 1665                       No     Dark - Lighted Roadway Single
## 1666                       No                   Daylight    Two
## 1667                       No     Dark - Lighted Roadway  Multi
## 1668                       No                   Daylight Single
## 1669                       No Dark - Roadway Not Lighted    Two
## 1670                       No                   Daylight    Two
## 1671                       No                   Daylight    Two
## 1672                       No                   Daylight    Two
## 1673                      Yes                   Daylight    Two
## 1674                       No                   Daylight    Two
## 1675                       No     Dark - Lighted Roadway Single
## 1676                       No                   Daylight    Two
## 1677                       No                   Daylight    Two
## 1678                       No                   Daylight    Two
## 1679                       No     Dark - Lighted Roadway    Two
## 1680                       No                   Daylight    Two
## 1681                       No                   Daylight    Two
## 1682                       No                   Daylight    Two
## 1683                       No     Dark - Lighted Roadway    Two
## 1684                       No     Dark - Lighted Roadway    Two
## 1685                       No                   Daylight    Two
## 1686                       No                   Daylight    Two
## 1687                       No                   Daylight    Two
## 1688                       No     Dark - Lighted Roadway    Two
## 1689                       No Dark - Roadway Not Lighted    Two
## 1690                       No                  Dawn/Dusk    Two
## 1691                       No                   Daylight    Two
## 1692                       No     Dark - Lighted Roadway    Two
## 1693                       No                   Daylight    Two
## 1694                      Yes                   Daylight    Two
## 1695                       No     Dark - Lighted Roadway Single
## 1696                      Yes                   Daylight    Two
## 1697                       No                   Daylight    Two
## 1698                       No                   Daylight Single
## 1699                       No     Dark - Lighted Roadway    Two
## 1700                       No                   Daylight    Two
## 1701                       No                   Daylight    Two
## 1702                       No     Dark - Lighted Roadway    Two
## 1703                       No                   Daylight    Two
## 1704                       No                   Daylight    Two
## 1705                       No                   Daylight    Two
## 1706                       No                   Daylight  Multi
## 1707                       No     Dark - Lighted Roadway    Two
## 1708                       No                   Daylight Single
## 1709                       No                   Daylight    Two
## 1710                       No     Dark - Lighted Roadway    Two
## 1711                       No                   Daylight    Two
## 1712                       No                   Daylight Single
## 1713                       No                   Daylight Single
## 1714                       No                   Daylight    Two
## 1715                       No     Dark - Lighted Roadway    Two
## 1716                       No                   Daylight    Two
## 1717                       No                   Daylight    Two
## 1718                       No                   Daylight    Two
## 1719                       No                   Daylight  Multi
## 1720                       No                   Daylight    Two
## 1721                       No Dark - Roadway Not Lighted    Two
## 1722                      Yes     Dark - Lighted Roadway Single
## 1723                       No                  Dawn/Dusk    Two
## 1724                       No                  Dawn/Dusk    Two
## 1725                       No                   Daylight    Two
## 1726                       No                   Daylight    Two
## 1727                       No                   Daylight    Two
## 1728                       No Dark - Roadway Not Lighted    Two
## 1729                       No                   Daylight    Two
## 1730                       No                   Daylight    Two
## 1731                       No                   Daylight    Two
## 1732                       No     Dark - Lighted Roadway    Two
## 1733                       No                   Daylight    Two
## 1734                       No                   Daylight    Two
## 1735                       No                   Daylight Single
## 1736                       No                   Daylight    Two
## 1737                      Yes                   Daylight    Two
## 1738                       No                   Daylight    Two
## 1739                       No     Dark - Lighted Roadway    Two
## 1740                       No     Dark - Lighted Roadway    Two
## 1741                       No                   Daylight    Two
## 1742                       No                   Daylight    Two
## 1743                       No     Dark - Lighted Roadway    Two
## 1744                       No     Dark - Lighted Roadway Single
## 1745                       No                  Dawn/Dusk    Two
## 1746                       No                   Daylight    Two
## 1747                       No                   Daylight    Two
## 1748                       No                   Daylight    Two
## 1749                       No                   Daylight    Two
## 1750                       No     Dark - Lighted Roadway    Two
## 1751                       No                   Daylight    Two
## 1752                       No                   Daylight    Two
## 1753                       No     Dark - Lighted Roadway    Two
## 1754                       No                  Dawn/Dusk    Two
## 1755                       No                   Daylight    Two
## 1756                       No                   Daylight    Two
## 1757                       No                   Daylight    Two
## 1758                       No Dark - Roadway Not Lighted    Two
## 1759                       No                   Daylight    Two
## 1760                       No     Dark - Lighted Roadway    Two
## 1761                       No                   Daylight Single
## 1762                       No                   Daylight    Two
## 1763                       No                   Daylight    Two
## 1764                       No                   Daylight    Two
## 1765                       No     Dark - Lighted Roadway    Two
## 1766                       No                   Daylight    Two
## 1767                       No                   Daylight    Two
## 1768                       No                   Daylight    Two
## 1769                       No                   Daylight    Two
## 1770                       No     Dark - Lighted Roadway    Two
## 1771                       No                   Daylight    Two
## 1772                      Yes     Dark - Lighted Roadway Single
## 1773                       No     Dark - Lighted Roadway    Two
## 1774                       No                   Daylight    Two
## 1775                       No     Dark - Lighted Roadway  Multi
## 1776                       No Dark - Roadway Not Lighted    Two
## 1777                       No     Dark - Lighted Roadway    Two
## 1778                      Yes                   Daylight    Two
## 1779                       No                   Daylight    Two
## 1780                       No     Dark - Lighted Roadway Single
## 1781                       No     Dark - Lighted Roadway    Two
## 1782                       No                   Daylight    Two
## 1783                       No                   Daylight    Two
## 1784                       No     Dark - Lighted Roadway    Two
## 1785                       No                   Daylight    Two
## 1786                       No     Dark - Lighted Roadway    Two
## 1787                       No                   Daylight    Two
## 1788                       No                   Daylight    Two
## 1789                       No                   Daylight    Two
## 1790                       No                   Daylight    Two
## 1791                       No     Dark - Lighted Roadway Single
## 1792                       No     Dark - Lighted Roadway    Two
## 1793                       No                   Daylight    Two
## 1794                       No                   Daylight    Two
## 1795                       No                   Daylight    Two
## 1796                       No                   Daylight  Multi
## 1797                       No                   Daylight    Two
## 1798                       No                   Daylight    Two
## 1799                       No                   Daylight Single
## 1800                       No                   Daylight Single
## 1801                       No                   Daylight    Two
## 1802                       No                   Daylight    Two
## 1803                       No                   Daylight    Two
## 1804                       No                   Daylight    Two
## 1805                       No     Dark - Lighted Roadway    Two
## 1806                       No                   Daylight    Two
## 1807                       No                   Daylight    Two
## 1808                       No     Dark - Lighted Roadway    Two
## 1809                       No                   Daylight Single
## 1810                       No     Dark - Lighted Roadway    Two
## 1811                       No     Dark - Lighted Roadway    Two
## 1812                       No Dark - Roadway Not Lighted Single
## 1813                       No                   Daylight    Two
## 1814                       No                  Dawn/Dusk  Multi
## 1815                      Yes                   Daylight Single
## 1816                       No                   Daylight    Two
## 1817                       No     Dark - Lighted Roadway    Two
## 1818                       No                   Daylight    Two
## 1819                       No     Dark - Lighted Roadway    Two
## 1820                       No                   Daylight    Two
## 1821                       No                   Daylight    Two
## 1822                       No                   Daylight    Two
## 1823                       No                  Dawn/Dusk    Two
## 1824                       No                   Daylight    Two
## 1825                       No Dark - Roadway Not Lighted Single
## 1826                       No     Dark - Lighted Roadway    Two
## 1827                       No     Dark - Lighted Roadway    Two
## 1828                      Yes     Dark - Lighted Roadway Single
## 1829                      Yes Dark - Roadway Not Lighted Single
## 1830                       No     Dark - Lighted Roadway    Two
## 1831                       No Dark - Roadway Not Lighted    Two
## 1832                      Yes Dark - Roadway Not Lighted Single
## 1833                       No                   Daylight Single
## 1834                       No                   Daylight    Two
## 1835                       No                  Dawn/Dusk    Two
## 1836                       No                   Daylight    Two
## 1837                       No     Dark - Lighted Roadway    Two
## 1838                       No                   Daylight    Two
## 1839                       No                   Daylight    Two
## 1840                       No                   Daylight    Two
## 1841                      Yes                   Daylight Single
## 1842                      Yes                   Daylight    Two
## 1843                       No Dark - Roadway Not Lighted Single
## 1844                       No Dark - Roadway Not Lighted    Two
## 1845                      Yes Dark - Roadway Not Lighted    Two
## 1846                       No                   Daylight Single
## 1847                      Yes                   Daylight Single
## 1848                       No     Dark - Lighted Roadway Single
## 1849                      Yes                   Daylight    Two
## 1850                       No Dark - Roadway Not Lighted Single
## 1851                       No                   Daylight    Two
## 1852                       No                   Daylight    Two
## 1853                       No                   Daylight    Two
## 1854                       No Dark - Roadway Not Lighted Single
## 1855                       No                   Daylight    Two
## 1856                       No Dark - Roadway Not Lighted    Two
## 1857                       No                   Daylight    Two
## 1858                       No                   Daylight Single
## 1859                       No Dark - Roadway Not Lighted    Two
## 1860                      Yes                   Daylight Single
## 1861                       No                   Daylight    Two
## 1862                       No                   Daylight    Two
## 1863                       No                   Daylight    Two
## 1864                       No                   Daylight    Two
## 1865                      Yes Dark - Roadway Not Lighted    Two
## 1866                       No                   Daylight    Two
## 1867                       No                   Daylight Single
## 1868                       No Dark - Roadway Not Lighted    Two
## 1869                       No                   Daylight    Two
## 1870                      Yes                   Daylight    Two
## 1871                      Yes                   Daylight    Two
## 1872                       No                   Daylight    Two
## 1873                       No                   Daylight    Two
## 1874                       No                   Daylight    Two
## 1875                      Yes                   Daylight    Two
## 1876                       No                   Daylight    Two
## 1877                       No                   Daylight    Two
## 1878                       No                   Daylight Single
## 1879                       No     Dark - Lighted Roadway    Two
## 1880                      Yes     Dark - Lighted Roadway Single
## 1881                       No                   Daylight    Two
## 1882                       No                   Daylight    Two
## 1883                       No                   Daylight    Two
## 1884                       No                  Dawn/Dusk    Two
## 1885                       No                   Daylight    Two
## 1886                       No                   Daylight    Two
## 1887                       No Dark - Roadway Not Lighted    Two
## 1888                      Yes Dark - Roadway Not Lighted    Two
## 1889                      Yes                   Daylight Single
## 1890                       No                   Daylight    Two
## 1891                       No                   Daylight    Two
## 1892                       No                   Daylight    Two
## 1893                      Yes Dark - Roadway Not Lighted Single
## 1894                       No                   Daylight    Two
## 1895                       No                   Daylight    Two
## 1896                       No                   Daylight    Two
## 1897                       No                   Daylight    Two
## 1898                       No                   Daylight    Two
## 1899                       No                   Daylight Single
## 1900                      Yes                   Daylight    Two
## 1901                       No                   Daylight    Two
## 1902                       No                   Daylight  Multi
## 1903                       No                   Daylight    Two
## 1904                       No                   Daylight  Multi
## 1905                       No Dark - Roadway Not Lighted Single
## 1906                       No                   Daylight    Two
## 1907                       No                   Daylight    Two
## 1908                       No                   Daylight    Two
## 1909                       No                   Daylight    Two
## 1910                       No                   Daylight Single
## 1911                       No Dark - Roadway Not Lighted Single
## 1912                       No                   Daylight Single
## 1913                       No                   Daylight    Two
## 1914                       No Dark - Roadway Not Lighted Single
## 1915                       No                   Daylight    Two
## 1916                       No                   Daylight    Two
## 1917                       No                   Daylight    Two
## 1918                       No                   Daylight Single
## 1919                       No                   Daylight    Two
## 1920                       No     Dark - Lighted Roadway    Two
## 1921                       No                   Daylight    Two
## 1922                      Yes                   Daylight Single
## 1923                       No Dark - Roadway Not Lighted Single
## 1924                      Yes                   Daylight    Two
## 1925                       No     Dark - Lighted Roadway    Two
## 1926                       No Dark - Roadway Not Lighted Single
## 1927                      Yes Dark - Roadway Not Lighted    Two
## 1928                       No                   Daylight    Two
## 1929                       No Dark - Roadway Not Lighted    Two
## 1930                       No                   Daylight Single
## 1931                       No                   Daylight    Two
## 1932                       No     Dark - Lighted Roadway    Two
## 1933                       No Dark - Roadway Not Lighted Single
## 1934                       No                   Daylight    Two
## 1935                       No                   Daylight Single
## 1936                       No                   Daylight    Two
## 1937                       No     Dark - Lighted Roadway    Two
## 1938                       No     Dark - Lighted Roadway    Two
## 1939                       No     Dark - Lighted Roadway    Two
## 1940                       No Dark - Roadway Not Lighted    Two
## 1941                       No                   Daylight    Two
## 1942                       No                   Daylight    Two
## 1943                      Yes                   Daylight    Two
## 1944                       No                   Daylight    Two
## 1945                       No                   Daylight    Two
## 1946                       No                   Daylight    Two
## 1947                       No                   Daylight    Two
## 1948                       No                   Daylight    Two
## 1949                       No     Dark - Lighted Roadway    Two
## 1950                       No                   Daylight    Two
## 1951                       No                   Daylight    Two
## 1952                       No                   Daylight    Two
## 1953                      Yes Dark - Roadway Not Lighted Single
## 1954                       No                   Daylight    Two
## 1955                       No                   Daylight    Two
## 1956                       No     Dark - Lighted Roadway    Two
## 1957                       No                   Daylight    Two
## 1958                       No                   Daylight Single
## 1959                       No                   Daylight    Two
## 1960                       No                   Daylight    Two
## 1961                       No Dark - Roadway Not Lighted Single
## 1962                       No                   Daylight    Two
## 1963                       No     Dark - Lighted Roadway    Two
## 1964                       No                   Daylight    Two
## 1965                       No                   Daylight Single
## 1966                       No                   Daylight    Two
## 1967                       No     Dark - Lighted Roadway    Two
## 1968                       No                   Daylight    Two
## 1969                      Yes                   Daylight    Two
## 1970                       No                   Daylight Single
## 1971                       No                   Daylight    Two
## 1972                      Yes                   Daylight Single
## 1973                       No                   Daylight    Two
## 1974                      Yes                   Daylight    Two
## 1975                       No                   Daylight    Two
## 1976                       No                   Daylight    Two
## 1977                       No                   Daylight    Two
## 1978                       No                   Daylight    Two
## 1979                       No     Dark - Lighted Roadway    Two
## 1980                       No                   Daylight    Two
## 1981                       No                   Daylight    Two
## 1982                       No                   Daylight    Two
## 1983                       No                   Daylight    Two
## 1984                       No                   Daylight    Two
## 1985                       No                   Daylight    Two
## 1986                       No                   Daylight Single
## 1987                       No                   Daylight    Two
## 1988                       No                   Daylight    Two
## 1989                       No Dark - Roadway Not Lighted Single
## 1990                       No                   Daylight    Two
## 1991                       No                   Daylight    Two
## 1992                       No     Dark - Lighted Roadway    Two
## 1993                       No                  Dawn/Dusk    Two
## 1994                       No                   Daylight    Two
## 1995                       No                   Daylight    Two
## 1996                       No     Dark - Lighted Roadway    Two
## 1997                       No                   Daylight  Multi
## 1998                       No                   Daylight    Two
## 1999                      Yes                   Daylight Single
## 2000                       No                   Daylight    Two
## 2001                       No                   Daylight    Two
## 2002                       No                   Daylight    Two
## 2003                       No                   Daylight    Two
## 2004                       No                   Daylight    Two
## 2005                       No                   Daylight    Two
## 2006                       No                   Daylight    Two
## 2007                       No     Dark - Lighted Roadway    Two
## 2008                       No     Dark - Lighted Roadway    Two
## 2009                       No                   Daylight Single
## 2010                       No                   Daylight    Two
## 2011                      Yes                   Daylight    Two
## 2012                       No     Dark - Lighted Roadway  Multi
## 2013                       No     Dark - Lighted Roadway    Two
## 2014                       No                   Daylight    Two
## 2015                       No                   Daylight    Two
## 2016                       No                   Daylight    Two
## 2017                       No     Dark - Lighted Roadway Single
## 2018                       No                   Daylight    Two
## 2019                       No                   Daylight    Two
## 2020                       No     Dark - Lighted Roadway Single
## 2021                       No     Dark - Lighted Roadway    Two
## 2022                       No     Dark - Lighted Roadway    Two
## 2023                       No                   Daylight    Two
## 2024                       No     Dark - Lighted Roadway Single
## 2025                       No                   Daylight    Two
## 2026                       No                   Daylight    Two
## 2027                       No                   Daylight    Two
## 2028                       No     Dark - Lighted Roadway    Two
## 2029                       No Dark - Roadway Not Lighted    Two
## 2030                       No     Dark - Lighted Roadway Single
## 2031                       No                   Daylight    Two
## 2032                       No     Dark - Lighted Roadway    Two
## 2033                       No     Dark - Lighted Roadway    Two
## 2034                       No                   Daylight    Two
## 2035                       No                   Daylight    Two
## 2036                       No                   Daylight    Two
## 2037                       No                   Daylight    Two
## 2038                       No                   Daylight    Two
## 2039                       No                   Daylight    Two
## 2040                       No                   Daylight    Two
## 2041                       No                   Daylight Single
## 2042                       No                   Daylight    Two
## 2043                       No                   Daylight    Two
## 2044                       No                   Daylight    Two
## 2045                       No     Dark - Lighted Roadway    Two
## 2046                       No                  Dawn/Dusk Single
## 2047                       No Dark - Roadway Not Lighted    Two
## 2048                       No                   Daylight    Two
## 2049                       No                   Daylight    Two
## 2050                       No                   Daylight    Two
## 2051                       No                   Daylight Single
## 2052                       No                  Dawn/Dusk    Two
## 2053                       No                   Daylight    Two
## 2054                       No Dark - Roadway Not Lighted    Two
## 2055                       No     Dark - Lighted Roadway Single
## 2056                       No                   Daylight    Two
## 2057                       No     Dark - Lighted Roadway    Two
## 2058                       No                   Daylight    Two
## 2059                       No Dark - Roadway Not Lighted    Two
## 2060                       No                   Daylight    Two
## 2061                       No                   Daylight    Two
## 2062                       No                   Daylight    Two
## 2063                      Yes                   Daylight    Two
## 2064                       No                   Daylight    Two
## 2065                       No                   Daylight    Two
## 2066                       No Dark - Roadway Not Lighted    Two
## 2067                       No                   Daylight    Two
## 2068                       No     Dark - Lighted Roadway    Two
## 2069                      Yes                   Daylight    Two
## 2070                       No                   Daylight    Two
## 2071                      Yes Dark - Roadway Not Lighted Single
## 2072                      Yes                   Daylight    Two
## 2073                       No                   Daylight    Two
## 2074                       No     Dark - Lighted Roadway    Two
## 2075                       No                   Daylight    Two
## 2076                       No Dark - Roadway Not Lighted Single
## 2077                       No     Dark - Lighted Roadway    Two
## 2078                       No Dark - Roadway Not Lighted    Two
## 2079                       No     Dark - Lighted Roadway    Two
## 2080                      Yes                   Daylight    Two
## 2081                       No     Dark - Lighted Roadway Single
## 2082                       No     Dark - Lighted Roadway    Two
## 2083                       No                   Daylight    Two
## 2084                       No     Dark - Lighted Roadway    Two
## 2085                       No                   Daylight    Two
## 2086                       No     Dark - Lighted Roadway    Two
## 2087                       No                   Daylight    Two
## 2088                       No     Dark - Lighted Roadway    Two
## 2089                       No                   Daylight    Two
## 2090                       No     Dark - Lighted Roadway    Two
## 2091                      Yes Dark - Roadway Not Lighted Single
## 2092                       No                   Daylight    Two
## 2093                       No                   Daylight Single
## 2094                       No                   Daylight    Two
## 2095                       No                   Daylight    Two
## 2096                       No Dark - Roadway Not Lighted    Two
## 2097                       No                  Dawn/Dusk    Two
## 2098                       No                  Dawn/Dusk Single
## 2099                       No                   Daylight Single
## 2100                       No                   Daylight    Two
## 2101                       No                   Daylight    Two
## 2102                       No                   Daylight    Two
## 2103                       No                   Daylight    Two
## 2104                       No                   Daylight    Two
## 2105                      Yes                   Daylight Single
## 2106                       No            Other / Unknown Single
## 2107                       No                   Daylight    Two
## 2108                       No                   Daylight    Two
## 2109                       No                   Daylight    Two
## 2110                       No     Dark - Lighted Roadway    Two
## 2111                       No                   Daylight    Two
## 2112                       No                   Daylight    Two
## 2113                       No                  Dawn/Dusk    Two
## 2114                      Yes                   Daylight    Two
## 2115                       No     Dark - Lighted Roadway    Two
## 2116                       No                   Daylight    Two
## 2117                       No                   Daylight Single
## 2118                       No                   Daylight    Two
## 2119                      Yes                   Daylight Single
## 2120                       No                   Daylight    Two
## 2121                       No                   Daylight    Two
## 2122                       No                   Daylight    Two
## 2123                       No                  Dawn/Dusk    Two
## 2124                       No                  Dawn/Dusk    Two
## 2125                       No                   Daylight    Two
## 2126                       No     Dark - Lighted Roadway    Two
## 2127                       No                   Daylight Single
## 2128                       No     Dark - Lighted Roadway    Two
## 2129                       No                   Daylight Single
## 2130                       No     Dark - Lighted Roadway    Two
## 2131                       No                   Daylight    Two
## 2132                       No                   Daylight    Two
## 2133                       No Dark - Roadway Not Lighted    Two
## 2134                       No Dark - Roadway Not Lighted    Two
## 2135                      Yes     Dark - Lighted Roadway    Two
## 2136                       No     Dark - Lighted Roadway    Two
## 2137                       No                   Daylight    Two
## 2138                       No                   Daylight    Two
## 2139                       No                   Daylight    Two
## 2140                       No                   Daylight    Two
## 2141                       No                   Daylight    Two
## 2142                       No                   Daylight    Two
## 2143                       No                   Daylight    Two
## 2144                       No Dark - Roadway Not Lighted    Two
## 2145                       No     Dark - Lighted Roadway    Two
## 2146                       No                   Daylight    Two
## 2147                       No                   Daylight    Two
## 2148                       No                   Daylight    Two
## 2149                       No                   Daylight    Two
## 2150                       No                   Daylight    Two
## 2151                       No                   Daylight    Two
## 2152                      Yes                   Daylight    Two
## 2153                       No                   Daylight    Two
## 2154                       No                   Daylight    Two
## 2155                       No                   Daylight    Two
## 2156                       No Dark - Roadway Not Lighted Single
## 2157                       No                   Daylight    Two
## 2158                       No                   Daylight    Two
## 2159                       No Dark - Roadway Not Lighted Single
## 2160                       No                   Daylight    Two
## 2161                       No                   Daylight  Multi
## 2162                       No     Dark - Lighted Roadway    Two
## 2163                       No                   Daylight    Two
## 2164                       No     Dark - Lighted Roadway    Two
## 2165                       No                   Daylight    Two
## 2166                       No                   Daylight Single
## 2167                       No     Dark - Lighted Roadway    Two
## 2168                       No Dark - Roadway Not Lighted Single
## 2169                       No                   Daylight    Two
## 2170                       No                  Dawn/Dusk    Two
## 2171                       No                   Daylight    Two
## 2172                       No                   Daylight    Two
## 2173                       No                   Daylight    Two
## 2174                       No                   Daylight    Two
## 2175                       No                   Daylight    Two
## 2176                      Yes                   Daylight    Two
## 2177                       No     Dark - Lighted Roadway    Two
## 2178                       No                   Daylight    Two
## 2179                       No                   Daylight    Two
## 2180                       No                   Daylight    Two
## 2181                       No     Dark - Lighted Roadway  Multi
## 2182                       No                   Daylight    Two
## 2183                       No                   Daylight    Two
## 2184                       No                   Daylight    Two
## 2185                       No                   Daylight    Two
## 2186                       No                   Daylight    Two
## 2187                       No                   Daylight Single
## 2188                       No                   Daylight    Two
## 2189                       No                   Daylight    Two
## 2190                      Yes                   Daylight    Two
## 2191                       No     Dark - Lighted Roadway Single
## 2192                       No                   Daylight    Two
## 2193                       No                   Daylight    Two
## 2194                       No                   Daylight    Two
## 2195                       No                   Daylight    Two
## 2196                      Yes                   Daylight Single
## 2197                       No                   Daylight  Multi
## 2198                       No                   Daylight    Two
## 2199                       No     Dark - Lighted Roadway    Two
## 2200                       No                   Daylight    Two
## 2201                       No     Dark - Lighted Roadway    Two
## 2202                       No                   Daylight    Two
## 2203                       No                   Daylight    Two
## 2204                      Yes                   Daylight Single
## 2205                       No     Dark - Lighted Roadway    Two
## 2206                       No     Dark - Lighted Roadway Single
## 2207                      Yes                   Daylight Single
## 2208                       No                   Daylight    Two
## 2209                       No                  Dawn/Dusk    Two
## 2210                       No                   Daylight    Two
## 2211                       No                   Daylight    Two
## 2212                       No                   Daylight    Two
## 2213                       No Dark - Roadway Not Lighted  Multi
## 2214                      Yes                   Daylight    Two
## 2215                       No                   Daylight    Two
## 2216                       No                   Daylight    Two
## 2217                       No                   Daylight    Two
## 2218                       No     Dark - Lighted Roadway    Two
## 2219                       No                   Daylight    Two
## 2220                       No                   Daylight    Two
## 2221                       No     Dark - Lighted Roadway Single
## 2222                       No                   Daylight    Two
## 2223                       No                   Daylight Single
## 2224                       No                   Daylight    Two
## 2225                       No                  Dawn/Dusk    Two
## 2226                       No                   Daylight    Two
## 2227                       No                   Daylight  Multi
## 2228                       No                   Daylight    Two
## 2229                       No                   Daylight    Two
## 2230                       No                   Daylight    Two
## 2231                       No                   Daylight    Two
## 2232                       No                   Daylight    Two
## 2233                       No                   Daylight    Two
## 2234                       No                   Daylight    Two
## 2235                       No                   Daylight    Two
## 2236                       No                   Daylight    Two
## 2237                       No                   Daylight    Two
## 2238                       No                   Daylight    Two
## 2239                       No                   Daylight  Multi
## 2240                       No                   Daylight    Two
## 2241                       No                   Daylight    Two
## 2242                       No                   Daylight    Two
## 2243                       No                   Daylight    Two
## 2244                       No                   Daylight    Two
## 2245                       No     Dark - Lighted Roadway Single
## 2246                       No                   Daylight    Two
## 2247                       No                   Daylight    Two
## 2248                       No                   Daylight    Two
## 2249                       No                   Daylight    Two
## 2250                       No                   Daylight    Two
## 2251                       No Dark - Roadway Not Lighted    Two
## 2252                       No                   Daylight    Two
## 2253                       No                  Dawn/Dusk    Two
## 2254                       No                   Daylight    Two
## 2255                       No                   Daylight    Two
## 2256                       No                  Dawn/Dusk    Two
## 2257                       No                   Daylight Single
## 2258                       No                   Daylight  Multi
## 2259                       No                   Daylight    Two
## 2260                       No     Dark - Lighted Roadway    Two
## 2261                       No                   Daylight    Two
## 2262                       No Dark - Roadway Not Lighted Single
## 2263                       No                   Daylight    Two
## 2264                       No                   Daylight    Two
## 2265                       No                   Daylight    Two
## 2266                       No                   Daylight    Two
## 2267                       No                   Daylight    Two
## 2268                       No                   Daylight    Two
## 2269                       No                   Daylight    Two
## 2270                       No                   Daylight    Two
## 2271                       No                   Daylight    Two
## 2272                       No                   Daylight    Two
## 2273                       No                   Daylight    Two
## 2274                       No                   Daylight    Two
## 2275                       No                   Daylight Single
## 2276                       No                   Daylight    Two
## 2277                       No                   Daylight    Two
## 2278                       No                   Daylight    Two
## 2279                       No                   Daylight    Two
## 2280                       No     Dark - Lighted Roadway    Two
## 2281                       No                   Daylight    Two
## 2282                      Yes                   Daylight    Two
## 2283                       No                   Daylight Single
## 2284                       No                   Daylight    Two
## 2285                       No                   Daylight    Two
## 2286                       No Dark - Roadway Not Lighted    Two
## 2287                       No Dark - Roadway Not Lighted    Two
## 2288                       No                   Daylight Single
## 2289                       No     Dark - Lighted Roadway    Two
## 2290                       No                   Daylight    Two
## 2291                       No                   Daylight    Two
## 2292                       No                   Daylight    Two
## 2293                       No                   Daylight    Two
## 2294                       No                   Daylight    Two
## 2295                       No                   Daylight    Two
## 2296                      Yes                   Daylight    Two
## 2297                       No Dark - Roadway Not Lighted Single
## 2298                       No                   Daylight    Two
## 2299                       No     Dark - Lighted Roadway    Two
## 2300                      Yes                   Daylight    Two
## 2301                       No                   Daylight    Two
## 2302                       No                   Daylight    Two
## 2303                       No     Dark - Lighted Roadway    Two
## 2304                       No                   Daylight    Two
## 2305                       No                   Daylight    Two
## 2306                       No                   Daylight    Two
## 2307                       No            Other / Unknown    Two
## 2308                       No                   Daylight    Two
## 2309                       No                   Daylight    Two
## 2310                       No                   Daylight    Two
## 2311                       No                   Daylight    Two
## 2312                      Yes                   Daylight    Two
## 2313                       No                   Daylight    Two
## 2314                       No     Dark - Lighted Roadway Single
## 2315                       No                   Daylight    Two
## 2316                       No                   Daylight    Two
## 2317                       No                   Daylight Single
## 2318                       No                   Daylight    Two
## 2319                       No     Dark - Lighted Roadway    Two
## 2320                       No     Dark - Lighted Roadway    Two
## 2321                       No                   Daylight    Two
## 2322                       No     Dark - Lighted Roadway    Two
## 2323                       No                   Daylight    Two
## 2324                       No                   Daylight    Two
## 2325                       No                   Daylight    Two
## 2326                       No                   Daylight    Two
## 2327                       No                   Daylight    Two
## 2328                       No     Dark - Lighted Roadway    Two
## 2329                       No     Dark - Lighted Roadway    Two
## 2330                       No                   Daylight    Two
## 2331                       No                   Daylight    Two
## 2332                       No                   Daylight    Two
## 2333                       No                   Daylight    Two
## 2334                       No                   Daylight    Two
## 2335                       No                   Daylight    Two
## 2336                       No     Dark - Lighted Roadway Single
## 2337                       No     Dark - Lighted Roadway    Two
## 2338                       No                   Daylight    Two
## 2339                       No                   Daylight    Two
## 2340                       No     Dark - Lighted Roadway    Two
## 2341                       No     Dark - Lighted Roadway    Two
## 2342                       No                   Daylight    Two
## 2343                       No     Dark - Lighted Roadway    Two
## 2344                       No                   Daylight    Two
## 2345                       No     Dark - Lighted Roadway    Two
## 2346                       No                   Daylight    Two
## 2347                       No                   Daylight    Two
## 2348                       No                   Daylight    Two
## 2349                       No                   Daylight    Two
## 2350                       No                   Daylight    Two
## 2351                      Yes Dark - Roadway Not Lighted    Two
## 2352                       No     Dark - Lighted Roadway    Two
## 2353                       No                   Daylight    Two
## 2354                       No                   Daylight    Two
## 2355                       No                   Daylight    Two
## 2356                       No                   Daylight    Two
## 2357                       No                   Daylight    Two
## 2358                       No                   Daylight    Two
## 2359                       No     Dark - Lighted Roadway    Two
## 2360                       No                   Daylight    Two
## 2361                       No                   Daylight  Multi
## 2362                       No                   Daylight    Two
## 2363                       No Dark - Roadway Not Lighted    Two
## 2364                       No                   Daylight    Two
## 2365                       No                   Daylight    Two
## 2366                       No                   Daylight    Two
## 2367                       No                   Daylight    Two
## 2368                       No                   Daylight    Two
## 2369                       No                   Daylight    Two
## 2370                       No                   Daylight    Two
## 2371                       No                   Daylight    Two
## 2372                       No                   Daylight    Two
## 2373                       No     Dark - Lighted Roadway    Two
## 2374                       No                   Daylight    Two
## 2375                       No                   Daylight    Two
## 2376                       No                   Daylight    Two
## 2377                       No                   Daylight    Two
## 2378                       No     Dark - Lighted Roadway    Two
## 2379                       No                   Daylight    Two
## 2380                      Yes                   Daylight Single
## 2381                       No                   Daylight    Two
## 2382                      Yes     Dark - Lighted Roadway    Two
## 2383                       No Dark - Roadway Not Lighted    Two
## 2384                       No                   Daylight    Two
## 2385                       No                   Daylight    Two
## 2386                       No                   Daylight    Two
## 2387                       No                   Daylight    Two
## 2388                       No                   Daylight Single
## 2389                       No                   Daylight    Two
## 2390                       No                   Daylight    Two
## 2391                       No                   Daylight    Two
## 2392                       No                   Daylight    Two
## 2393                       No                   Daylight    Two
## 2394                       No                   Daylight    Two
## 2395                       No     Dark - Lighted Roadway    Two
## 2396                       No                   Daylight Single
## 2397                       No     Dark - Lighted Roadway    Two
## 2398                       No                   Daylight    Two
## 2399                       No                   Daylight    Two
## 2400                       No     Dark - Lighted Roadway    Two
## 2401                       No                   Daylight    Two
## 2402                       No                   Daylight    Two
## 2403                       No     Dark - Lighted Roadway    Two
## 2404                       No Dark - Roadway Not Lighted Single
## 2405                       No                   Daylight    Two
## 2406                      Yes                   Daylight    Two
## 2407                       No                   Daylight    Two
## 2408                       No                   Daylight    Two
## 2409                       No                  Dawn/Dusk    Two
## 2410                       No     Dark - Lighted Roadway    Two
## 2411                       No                   Daylight    Two
## 2412                       No                   Daylight    Two
## 2413                       No                   Daylight    Two
## 2414                       No                   Daylight    Two
## 2415                       No     Dark - Lighted Roadway    Two
## 2416                       No                   Daylight    Two
## 2417                       No                   Daylight    Two
## 2418                       No                  Dawn/Dusk    Two
## 2419                       No                   Daylight Single
## 2420                       No                   Daylight  Multi
## 2421                       No     Dark - Lighted Roadway Single
## 2422                       No                   Daylight    Two
## 2423                       No                   Daylight    Two
## 2424                      Yes                  Dawn/Dusk Single
## 2425                       No                   Daylight    Two
## 2426                       No     Dark - Lighted Roadway    Two
## 2427                       No                   Daylight    Two
## 2428                       No                   Daylight    Two
## 2429                       No                   Daylight  Multi
## 2430                       No     Dark - Lighted Roadway    Two
## 2431                       No                   Daylight    Two
## 2432                       No     Dark - Lighted Roadway Single
## 2433                       No                   Daylight    Two
## 2434                       No     Dark - Lighted Roadway    Two
## 2435                       No                   Daylight    Two
## 2436                       No Dark - Roadway Not Lighted    Two
## 2437                       No                   Daylight    Two
## 2438                       No                   Daylight    Two
## 2439                       No                   Daylight    Two
## 2440                       No     Dark - Lighted Roadway    Two
## 2441                       No     Dark - Lighted Roadway    Two
## 2442                       No                   Daylight    Two
## 2443                       No                  Dawn/Dusk    Two
## 2444                       No                   Daylight    Two
## 2445                       No     Dark - Lighted Roadway    Two
## 2446                       No            Other / Unknown Single
## 2447                       No                   Daylight Single
## 2448                       No                   Daylight    Two
## 2449                       No Dark - Roadway Not Lighted    Two
## 2450                       No                   Daylight    Two
## 2451                       No                   Daylight    Two
## 2452                       No                   Daylight    Two
## 2453                       No     Dark - Lighted Roadway    Two
## 2454                       No                   Daylight    Two
## 2455                       No     Dark - Lighted Roadway  Multi
## 2456                       No                  Dawn/Dusk    Two
## 2457                       No            Other / Unknown    Two
## 2458                       No                   Daylight    Two
## 2459                       No     Dark - Lighted Roadway    Two
## 2460                      Yes     Dark - Lighted Roadway    Two
## 2461                       No Dark - Roadway Not Lighted    Two
## 2462                       No                   Daylight Single
## 2463                       No     Dark - Lighted Roadway    Two
## 2464                       No                   Daylight    Two
## 2465                       No                  Dawn/Dusk    Two
## 2466                       No                   Daylight    Two
## 2467                       No     Dark - Lighted Roadway    Two
## 2468                       No                   Daylight    Two
## 2469                       No     Dark - Lighted Roadway Single
## 2470                       No                   Daylight    Two
## 2471                       No Dark - Roadway Not Lighted Single
## 2472                       No                   Daylight    Two
## 2473                       No                   Daylight    Two
## 2474                       No     Dark - Lighted Roadway    Two
## 2475                      Yes     Dark - Lighted Roadway Single
## 2476                       No                   Daylight    Two
## 2477                       No                   Daylight    Two
## 2478                       No                   Daylight    Two
## 2479                       No                   Daylight    Two
## 2480                      Yes                   Daylight    Two
## 2481                       No     Dark - Lighted Roadway    Two
## 2482                       No                   Daylight  Multi
## 2483                       No Dark - Roadway Not Lighted    Two
## 2484                       No                   Daylight    Two
## 2485                       No                   Daylight Single
## 2486                       No                   Daylight    Two
## 2487                       No                   Daylight    Two
## 2488                       No                   Daylight    Two
## 2489                       No                   Daylight    Two
## 2490                       No                   Daylight    Two
## 2491                       No     Dark - Lighted Roadway Single
## 2492                       No     Dark - Lighted Roadway Single
## 2493                       No     Dark - Lighted Roadway    Two
## 2494                       No                   Daylight    Two
## 2495                       No Dark - Roadway Not Lighted    Two
## 2496                       No                   Daylight    Two
## 2497                       No     Dark - Lighted Roadway    Two
## 2498                       No                   Daylight    Two
## 2499                       No                   Daylight    Two
## 2500                       No Dark - Roadway Not Lighted Single
## 2501                       No     Dark - Lighted Roadway    Two
## 2502                       No                   Daylight    Two
## 2503                       No     Dark - Lighted Roadway    Two
## 2504                       No Dark - Roadway Not Lighted Single
## 2505                       No                   Daylight    Two
## 2506                       No                   Daylight    Two
## 2507                       No                   Daylight    Two
## 2508                       No Dark - Roadway Not Lighted Single
## 2509                       No                  Dawn/Dusk Single
## 2510                       No Dark - Roadway Not Lighted    Two
## 2511                       No                   Daylight    Two
## 2512                       No                   Daylight    Two
## 2513                       No                   Daylight    Two
## 2514                      Yes Dark - Roadway Not Lighted Single
## 2515                       No Dark - Roadway Not Lighted Single
## 2516                       No                   Daylight    Two
## 2517                      Yes                   Daylight    Two
## 2518                       No                   Daylight Single
## 2519                       No                   Daylight Single
## 2520                      Yes                   Daylight    Two
## 2521                       No Dark - Roadway Not Lighted    Two
## 2522                       No     Dark - Lighted Roadway    Two
## 2523                       No Dark - Roadway Not Lighted Single
## 2524                       No                   Daylight    Two
## 2525                       No                   Daylight    Two
## 2526                       No                   Daylight  Multi
## 2527                      Yes     Dark - Lighted Roadway    Two
## 2528                       No                   Daylight Single
## 2529                       No                   Daylight    Two
## 2530                       No                   Daylight    Two
## 2531                       No                  Dawn/Dusk    Two
## 2532                      Yes                   Daylight Single
## 2533                       No                   Daylight    Two
## 2534                      Yes                   Daylight Single
## 2535                       No                   Daylight    Two
## 2536                       No                   Daylight    Two
## 2537                      Yes                   Daylight Single
## 2538                       No                   Daylight    Two
## 2539                       No                   Daylight Single
## 2540                       No Dark - Roadway Not Lighted Single
## 2541                       No                   Daylight    Two
## 2542                       No                  Dawn/Dusk    Two
## 2543                       No                   Daylight    Two
## 2544                      Yes                   Daylight    Two
## 2545                      Yes                   Daylight    Two
## 2546                      Yes                   Daylight    Two
## 2547                       No                   Daylight    Two
## 2548                      Yes                   Daylight    Two
## 2549                      Yes                   Daylight    Two
## 2550                      Yes                  Dawn/Dusk    Two
## 2551                       No                   Daylight    Two
## 2552                       No                   Daylight    Two
## 2553                       No                   Daylight    Two
## 2554                       No                   Daylight Single
## 2555                       No                   Daylight    Two
## 2556                       No                   Daylight    Two
## 2557                       No                   Daylight    Two
## 2558                       No                   Daylight    Two
## 2559                       No                   Daylight    Two
## 2560                       No                   Daylight    Two
## 2561                      Yes                   Daylight  Multi
## 2562                       No     Dark - Lighted Roadway Single
## 2563                       No                   Daylight    Two
## 2564                       No                   Daylight    Two
## 2565                       No                   Daylight    Two
## 2566                      Yes                   Daylight    Two
## 2567                      Yes                   Daylight    Two
## 2568                       No                   Daylight Single
## 2569                       No                   Daylight    Two
## 2570                       No Dark - Roadway Not Lighted  Multi
## 2571                       No                   Daylight    Two
## 2572                       No                   Daylight Single
## 2573                       No                   Daylight    Two
## 2574                       No                   Daylight    Two
## 2575                       No                   Daylight    Two
## 2576                       No     Dark - Lighted Roadway    Two
## 2577                      Yes Dark - Roadway Not Lighted Single
## 2578                       No                   Daylight    Two
## 2579                      Yes                   Daylight    Two
## 2580                      Yes                   Daylight    Two
## 2581                       No Dark - Roadway Not Lighted    Two
## 2582                      Yes                   Daylight    Two
## 2583                       No                   Daylight    Two
## 2584                       No Dark - Roadway Not Lighted    Two
## 2585                       No Dark - Roadway Not Lighted Single
## 2586                       No     Dark - Lighted Roadway    Two
## 2587                       No                   Daylight    Two
## 2588                      Yes                   Daylight    Two
## 2589                       No                   Daylight  Multi
## 2590                       No     Dark - Lighted Roadway    Two
## 2591                       No                   Daylight    Two
## 2592                       No                   Daylight Single
## 2593                       No Dark - Roadway Not Lighted    Two
## 2594                      Yes Dark - Roadway Not Lighted Single
## 2595                       No                   Daylight Single
## 2596                       No                   Daylight    Two
## 2597                       No Dark - Roadway Not Lighted    Two
## 2598                       No                   Daylight    Two
## 2599                       No                   Daylight    Two
## 2600                       No                   Daylight    Two
## 2601                       No                   Daylight    Two
## 2602                       No                   Daylight    Two
## 2603                      Yes Dark - Roadway Not Lighted Single
## 2604                       No     Dark - Lighted Roadway    Two
## 2605                       No Dark - Roadway Not Lighted    Two
## 2606                      Yes Dark - Roadway Not Lighted    Two
## 2607                       No                   Daylight    Two
## 2608                       No Dark - Roadway Not Lighted Single
## 2609                      Yes                   Daylight    Two
## 2610                       No                   Daylight    Two
## 2611                      Yes Dark - Roadway Not Lighted Single
## 2612                       No Dark - Roadway Not Lighted Single
## 2613                      Yes                  Dawn/Dusk Single
## 2614                       No     Dark - Lighted Roadway    Two
## 2615                       No                   Daylight Single
## 2616                       No                   Daylight    Two
## 2617                       No     Dark - Lighted Roadway    Two
## 2618                       No                   Daylight    Two
## 2619                       No                   Daylight    Two
## 2620                       No Dark - Roadway Not Lighted    Two
## 2621                       No     Dark - Lighted Roadway    Two
## 2622                       No                   Daylight    Two
## 2623                       No                   Daylight    Two
## 2624                       No Dark - Roadway Not Lighted Single
## 2625                       No                   Daylight    Two
## 2626                       No                   Daylight    Two
## 2627                       No                   Daylight    Two
## 2628                       No                   Daylight    Two
## 2629                       No                   Daylight    Two
## 2630                       No                   Daylight    Two
## 2631                       No                   Daylight    Two
## 2632                       No                   Daylight    Two
## 2633                       No                   Daylight    Two
## 2634                       No     Dark - Lighted Roadway Single
## 2635                       No                   Daylight    Two
## 2636                       No                   Daylight    Two
## 2637                       No Dark - Roadway Not Lighted Single
## 2638                       No                   Daylight    Two
## 2639                       No                   Daylight    Two
## 2640                       No                   Daylight    Two
## 2641                       No                   Daylight    Two
## 2642                       No     Dark - Lighted Roadway    Two
## 2643                       No                   Daylight    Two
## 2644                       No                   Daylight    Two
## 2645                       No                   Daylight    Two
## 2646                       No     Dark - Lighted Roadway    Two
## 2647                       No Dark - Roadway Not Lighted    Two
## 2648                       No                   Daylight    Two
## 2649                      Yes                   Daylight Single
## 2650                       No Dark - Roadway Not Lighted Single
## 2651                       No                   Daylight    Two
## 2652                       No     Dark - Lighted Roadway    Two
## 2653                       No                   Daylight    Two
## 2654                       No                   Daylight    Two
## 2655                       No                   Daylight    Two
## 2656                       No                   Daylight    Two
## 2657                       No                   Daylight    Two
## 2658                       No                   Daylight    Two
## 2659                       No                   Daylight    Two
## 2660                       No                   Daylight    Two
## 2661                       No                   Daylight Single
## 2662                       No                   Daylight Single
## 2663                       No                   Daylight    Two
## 2664                       No                   Daylight    Two
## 2665                       No                   Daylight    Two
## 2666                       No                   Daylight Single
## 2667                       No                   Daylight    Two
## 2668                       No                  Dawn/Dusk    Two
## 2669                       No                   Daylight    Two
## 2670                       No                   Daylight    Two
## 2671                       No Dark - Roadway Not Lighted    Two
## 2672                       No                   Daylight    Two
## 2673                       No                   Daylight    Two
## 2674                       No                   Daylight    Two
## 2675                       No                   Daylight    Two
## 2676                       No                   Daylight    Two
## 2677                       No                   Daylight    Two
## 2678                       No                   Daylight    Two
## 2679                      Yes                   Daylight    Two
## 2680                       No                   Daylight Single
## 2681                       No                   Daylight    Two
## 2682                       No                   Daylight    Two
## 2683                       No                   Daylight    Two
## 2684                       No                   Daylight    Two
## 2685                       No                   Daylight  Multi
## 2686                       No                   Daylight    Two
## 2687                       No                   Daylight    Two
## 2688                       No                   Daylight    Two
## 2689                       No                   Daylight    Two
## 2690                       No Dark - Roadway Not Lighted Single
## 2691                       No                   Daylight    Two
## 2692                      Yes     Dark - Lighted Roadway    Two
## 2693                       No     Dark - Lighted Roadway    Two
## 2694                       No                   Daylight    Two
## 2695                       No Dark - Roadway Not Lighted Single
## 2696                       No                   Daylight    Two
## 2697                       No            Other / Unknown    Two
## 2698                       No                   Daylight    Two
## 2699                       No                   Daylight    Two
## 2700                       No     Dark - Lighted Roadway    Two
## 2701                       No     Dark - Lighted Roadway    Two
## 2702                       No                  Dawn/Dusk Single
## 2703                       No                   Daylight    Two
## 2704                       No     Dark - Lighted Roadway    Two
## 2705                       No                   Daylight    Two
## 2706                       No     Dark - Lighted Roadway    Two
## 2707                       No Dark - Roadway Not Lighted  Multi
## 2708                       No Dark - Roadway Not Lighted    Two
## 2709                       No                   Daylight Single
## 2710                       No                   Daylight    Two
## 2711                       No     Dark - Lighted Roadway    Two
## 2712                       No                   Daylight    Two
## 2713                       No     Dark - Lighted Roadway    Two
## 2714                       No                   Daylight    Two
## 2715                       No                   Daylight    Two
## 2716                       No     Dark - Lighted Roadway    Two
##                   Location    Surface_Cond   Road_Conition           Contri_Fac
## 1           T-Intersection             Wet  Straight Level                Other
## 2      Not An Intersection            Snow     Curve Grade                Other
## 3      Not An Intersection            Snow  Straight Level                Other
## 4           T-Intersection             Dry  Straight Level        Improper Turn
## 5    Four-Way Intersection             Wet  Straight Level                Other
## 6    Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 7           T-Intersection             Wet  Straight Level        Improper Turn
## 8      Not An Intersection             Dry  Straight Level        Improper Turn
## 9      Not An Intersection             Wet  Straight Level Improper Lane Change
## 10     Not An Intersection             Wet  Straight Grade Improper Lane Change
## 11     Not An Intersection             Dry  Straight Level                Other
## 12     Not An Intersection             Wet  Straight Level        Improper Turn
## 13     Not An Intersection             Dry  Straight Level                Other
## 14     Not An Intersection             Wet  Straight Grade        Improper Turn
## 15     Not An Intersection             Dry     Curve Grade     Failure To Yield
## 16          T-Intersection             Wet  Straight Level     Failure To Yield
## 17          T-Intersection             Wet  Straight Level        Improper Turn
## 18     Not An Intersection             Dry  Straight Level        Improper Turn
## 19     Not An Intersection             Wet  Straight Level                Other
## 20                   Other             Wet  Straight Grade        Improper Turn
## 21          T-Intersection             Dry  Straight Level        Improper Turn
## 22                   Other             Dry  Straight Level     Failure To Yield
## 23   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 24     Not An Intersection             Wet  Straight Level        Improper Turn
## 25     Not An Intersection             Dry  Straight Level        Improper Turn
## 26   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 27     Not An Intersection             Dry  Straight Level                Other
## 28     Not An Intersection             Dry  Straight Level        Improper Turn
## 29     Not An Intersection             Dry  Straight Level     Failure To Yield
## 30   Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 31          T-Intersection             Dry  Straight Level        Improper Turn
## 32     Not An Intersection             Dry  Straight Grade Improper Lane Change
## 33   Four-Way Intersection             Wet  Straight Level        Improper Turn
## 34     Not An Intersection             Dry  Straight Grade Improper Lane Change
## 35     Not An Intersection             Wet  Straight Level                Other
## 36     Not An Intersection             Wet  Straight Level        Improper Turn
## 37     Not An Intersection             Dry  Straight Grade     Failure To Yield
## 38     Not An Intersection             Dry  Straight Level        Improper Turn
## 39          T-Intersection             Dry  Straight Grade     Failure To Yield
## 40     Not An Intersection             Wet  Straight Level     Failure To Yield
## 41     Not An Intersection             Dry  Straight Level        Improper Turn
## 42     Not An Intersection             Dry  Straight Grade        Improper Turn
## 43                   Other             Dry  Straight Level                Other
## 44          T-Intersection             Dry     Curve Grade        Improper Turn
## 45                   Other             Dry  Straight Grade                Other
## 46     Not An Intersection             Wet  Straight Level        Improper Turn
## 47   Four-Way Intersection             Wet  Straight Level        Improper Turn
## 48          T-Intersection             Dry     Curve Grade        Improper Turn
## 49     Not An Intersection             Wet  Straight Grade                Other
## 50   Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 51     Not An Intersection             Dry  Straight Level     Failure To Yield
## 52                   Other             Dry  Straight Level        Improper Turn
## 53   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 54     Not An Intersection             Dry     Curve Grade                Other
## 55                   Other             Wet  Straight Level     Failure To Yield
## 56     Not An Intersection             Dry  Straight Level        Improper Turn
## 57   Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 58     Not An Intersection             Wet  Straight Level        Improper Turn
## 59   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 60     Not An Intersection             Dry  Straight Level     Failure To Yield
## 61          T-Intersection             Dry  Straight Level        Improper Turn
## 62   Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 63   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 64     Not An Intersection             Dry  Straight Level                Other
## 65          T-Intersection             Dry  Straight Level        Improper Turn
## 66          T-Intersection             Wet  Straight Grade        Improper Turn
## 67     Not An Intersection             Dry  Straight Level                Other
## 68     Not An Intersection             Wet  Straight Grade        Improper Turn
## 69                   Other             Wet  Straight Level Improper Lane Change
## 70   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 71   Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 72          T-Intersection             Dry     Curve Grade     Failure To Yield
## 73     Not An Intersection             Dry  Straight Level Improper Lane Change
## 74     Not An Intersection             Dry  Straight Grade                Other
## 75     Not An Intersection             Dry  Straight Grade        Improper Turn
## 76     Not An Intersection             Dry  Straight Level                Other
## 77     Not An Intersection             Dry  Straight Grade     Failure To Yield
## 78   Four-Way Intersection             Dry  Straight Level                Other
## 79                   Other             Dry  Straight Level                Other
## 80     Not An Intersection             Dry  Straight Level                Other
## 81   Four-Way Intersection             Dry  Straight Level        Improper Turn
## 82          T-Intersection             Dry  Straight Grade        Improper Turn
## 83     Not An Intersection             Dry  Straight Level        Improper Turn
## 84                   Other             Wet  Straight Grade Improper Lane Change
## 85     Not An Intersection             Dry  Straight Level        Improper Turn
## 86     Not An Intersection             Dry  Straight Level     Failure To Yield
## 87   Four-Way Intersection             Wet  Straight Level        Improper Turn
## 88   Four-Way Intersection             Dry  Straight Level                Other
## 89     Not An Intersection             Wet  Straight Level        Improper Turn
## 90     Not An Intersection             Dry  Straight Grade                Other
## 91     Not An Intersection             Wet  Straight Level Improper Lane Change
## 92   Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 93     Not An Intersection             Dry  Straight Level        Improper Turn
## 94          T-Intersection             Dry  Straight Level        Improper Turn
## 95     Not An Intersection             Dry  Straight Level        Improper Turn
## 96     Not An Intersection             Dry  Straight Level                Other
## 97   Four-Way Intersection             Wet  Straight Level                Other
## 98     Not An Intersection Other / Unknown  Straight Level        Improper Turn
## 99     Not An Intersection             Dry  Straight Level        Improper Turn
## 100    Not An Intersection             Dry  Straight Level                Other
## 101    Not An Intersection             Dry  Straight Level        Improper Turn
## 102         T-Intersection            Snow  Straight Level     Failure To Yield
## 103  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 104    Not An Intersection             Dry  Straight Level        Improper Turn
## 105         T-Intersection             Wet  Straight Level                Other
## 106    Not An Intersection             Dry  Straight Level        Improper Turn
## 107                  Other             Dry  Straight Level Improper Lane Change
## 108    Not An Intersection             Dry  Straight Grade     Failure To Yield
## 109    Not An Intersection             Dry  Straight Level        Improper Turn
## 110  Four-Way Intersection            Snow  Straight Level                Other
## 111    Not An Intersection             Dry  Straight Level                Other
## 112                  Other Other / Unknown  Straight Level                Other
## 113         T-Intersection             Wet  Straight Grade        Improper Turn
## 114         T-Intersection             Dry     Curve Level     Failure To Yield
## 115    Not An Intersection             Dry  Straight Level        Improper Turn
## 116    Not An Intersection             Dry  Straight Level        Improper Turn
## 117    Not An Intersection             Dry  Straight Level                Other
## 118    Not An Intersection             Dry  Straight Grade        Improper Turn
## 119  Four-Way Intersection             Wet  Straight Grade Improper Lane Change
## 120    Not An Intersection             Dry  Straight Grade        Improper Turn
## 121    Not An Intersection             Dry  Straight Level Improper Lane Change
## 122    Not An Intersection             Dry  Straight Grade        Improper Turn
## 123                  Other             Dry  Straight Level        Improper Turn
## 124    Not An Intersection             Wet  Straight Level                Other
## 125                  Other             Dry  Straight Level                Other
## 126    Not An Intersection             Wet  Straight Level Improper Lane Change
## 127    Not An Intersection             Dry  Straight Level        Improper Turn
## 128    Not An Intersection             Dry  Straight Level     Failure To Yield
## 129         T-Intersection             Dry  Straight Level        Improper Turn
## 130  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 131    Not An Intersection             Dry  Straight Level Improper Lane Change
## 132  Four-Way Intersection             Wet  Straight Grade        Improper Turn
## 133         T-Intersection             Dry  Straight Grade                Other
## 134  Four-Way Intersection             Dry  Straight Level                Other
## 135    Not An Intersection             Dry  Straight Level                Other
## 136    Not An Intersection             Wet  Straight Level        Improper Turn
## 137    Not An Intersection             Wet  Straight Grade        Improper Turn
## 138    Not An Intersection             Wet  Straight Level        Improper Turn
## 139    Not An Intersection             Wet  Straight Level        Improper Turn
## 140    Not An Intersection             Dry     Curve Grade        Improper Turn
## 141    Not An Intersection             Wet  Straight Level                Other
## 142    Not An Intersection             Wet  Straight Grade Improper Lane Change
## 143    Not An Intersection             Wet  Straight Level                Other
## 144    Not An Intersection             Dry  Straight Level Improper Lane Change
## 145  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 146    Not An Intersection             Dry  Straight Level        Improper Turn
## 147    Not An Intersection             Wet     Curve Level        Improper Turn
## 148    Not An Intersection             Wet  Straight Level                Other
## 149    Not An Intersection             Dry  Straight Level                Other
## 150    Not An Intersection             Wet  Straight Level Improper Lane Change
## 151                  Other             Dry  Straight Level                Other
## 152         T-Intersection             Dry     Curve Grade        Improper Turn
## 153    Not An Intersection             Dry  Straight Level Improper Lane Change
## 154    Not An Intersection             Dry  Straight Level Improper Lane Change
## 155    Not An Intersection             Dry  Straight Level        Improper Turn
## 156    Not An Intersection             Dry  Straight Level     Failure To Yield
## 157                  Other             Dry  Straight Level        Improper Turn
## 158    Not An Intersection             Dry  Straight Level        Improper Turn
## 159    Not An Intersection             Dry  Straight Level                Other
## 160    Not An Intersection             Dry  Straight Level                Other
## 161    Not An Intersection             Wet  Straight Grade Improper Lane Change
## 162    Not An Intersection             Dry  Straight Level     Failure To Yield
## 163         T-Intersection             Wet  Straight Level        Improper Turn
## 164    Not An Intersection             Wet  Straight Grade                Other
## 165    Not An Intersection             Dry  Straight Grade        Improper Turn
## 166                  Other             Dry  Straight Grade     Failure To Yield
## 167         T-Intersection             Dry  Straight Level        Improper Turn
## 168    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 169    Not An Intersection             Dry  Straight Grade        Improper Turn
## 170         T-Intersection             Dry  Straight Level     Failure To Yield
## 171    Not An Intersection             Dry  Straight Level                Other
## 172    Not An Intersection             Dry  Straight Level                Other
## 173    Not An Intersection             Dry  Straight Level        Improper Turn
## 174                  Other             Dry  Straight Grade Improper Lane Change
## 175    Not An Intersection             Wet  Straight Level                Other
## 176         T-Intersection             Wet  Straight Level        Improper Turn
## 177  Four-Way Intersection             Dry  Straight Level                Other
## 178    Not An Intersection             Dry  Straight Level        Improper Turn
## 179    Not An Intersection             Dry  Straight Grade        Improper Turn
## 180    Not An Intersection             Wet  Straight Level        Improper Turn
## 181    Not An Intersection             Dry  Straight Grade        Improper Turn
## 182    Not An Intersection             Dry  Straight Level Improper Lane Change
## 183    Not An Intersection             Dry  Straight Level     Failure To Yield
## 184    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 185         T-Intersection             Dry  Straight Level        Improper Turn
## 186    Not An Intersection             Dry     Curve Level        Improper Turn
## 187    Not An Intersection             Dry  Straight Level        Improper Turn
## 188  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 189    Not An Intersection             Dry  Straight Level        Improper Turn
## 190  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 191    Not An Intersection             Dry  Straight Grade        Improper Turn
## 192    Not An Intersection             Dry  Straight Level     Failure To Yield
## 193    Not An Intersection             Dry  Straight Level     Failure To Yield
## 194                  Other             Dry  Straight Grade        Improper Turn
## 195  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 196         T-Intersection             Dry  Straight Level        Improper Turn
## 197  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 198  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 199         T-Intersection             Wet  Straight Level                Other
## 200         T-Intersection             Dry  Straight Level     Failure To Yield
## 201  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 202    Not An Intersection             Dry  Straight Level                Other
## 203         T-Intersection             Dry  Straight Level        Improper Turn
## 204    Not An Intersection             Dry  Straight Level        Improper Turn
## 205    Not An Intersection             Dry  Straight Level        Improper Turn
## 206                  Other             Dry     Curve Level        Improper Turn
## 207    Not An Intersection             Dry     Curve Level                Other
## 208         T-Intersection             Dry     Curve Level        Improper Turn
## 209    Not An Intersection             Dry  Straight Level Improper Lane Change
## 210  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 211         T-Intersection             Dry  Straight Level        Improper Turn
## 212  Four-Way Intersection             Wet  Straight Level                Other
## 213    Not An Intersection             Wet  Straight Level                Other
## 214  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 215         T-Intersection             Dry  Straight Level                Other
## 216    Not An Intersection             Dry  Straight Level                Other
## 217    Not An Intersection             Dry  Straight Level                Other
## 218  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 219         T-Intersection             Wet  Straight Level        Improper Turn
## 220                  Other             Wet  Straight Level        Improper Turn
## 221    Not An Intersection             Dry  Straight Level        Improper Turn
## 222    Not An Intersection             Dry  Straight Level        Improper Turn
## 223    Not An Intersection             Dry  Straight Grade        Improper Turn
## 224  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 225                  Other             Dry  Straight Level        Improper Turn
## 226    Not An Intersection             Dry  Straight Level                Other
## 227  Four-Way Intersection             Wet  Straight Level                Other
## 228  Four-Way Intersection             Dry  Straight Level                Other
## 229    Not An Intersection             Dry  Straight Level        Improper Turn
## 230    Not An Intersection             Dry  Straight Level     Failure To Yield
## 231         T-Intersection             Dry  Straight Level                Other
## 232    Not An Intersection             Dry  Straight Grade                Other
## 233                  Other             Dry  Straight Grade                Other
## 234    Not An Intersection             Wet  Straight Level     Failure To Yield
## 235    Not An Intersection             Wet  Straight Level                Other
## 236  Four-Way Intersection             Wet  Straight Level Improper Lane Change
## 237    Not An Intersection             Dry  Straight Level        Improper Turn
## 238                  Other             Dry  Straight Level Improper Lane Change
## 239    Not An Intersection             Dry  Straight Level Improper Lane Change
## 240    Not An Intersection             Dry  Straight Level        Improper Turn
## 241    Not An Intersection             Dry  Straight Level        Improper Turn
## 242    Not An Intersection             Wet  Straight Level Improper Lane Change
## 243  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 244    Not An Intersection             Dry     Curve Level        Improper Turn
## 245  Four-Way Intersection             Dry  Straight Grade                Other
## 246    Not An Intersection             Dry  Straight Level        Improper Turn
## 247         T-Intersection             Wet  Straight Level        Improper Turn
## 248    Not An Intersection             Dry  Straight Level     Failure To Yield
## 249  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 250    Not An Intersection             Dry  Straight Level                Other
## 251    Not An Intersection             Dry  Straight Grade                Other
## 252    Not An Intersection             Wet  Straight Level                Other
## 253    Not An Intersection             Dry  Straight Level        Improper Turn
## 254    Not An Intersection             Dry  Straight Level     Failure To Yield
## 255    Not An Intersection             Dry  Straight Level                Other
## 256         T-Intersection             Dry  Straight Level        Improper Turn
## 257    Not An Intersection             Dry  Straight Grade                Other
## 258    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 259    Not An Intersection             Dry  Straight Level Improper Lane Change
## 260         T-Intersection             Dry  Straight Level        Improper Turn
## 261  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 262    Not An Intersection             Dry  Straight Level        Improper Turn
## 263    Not An Intersection             Dry  Straight Grade        Improper Turn
## 264    Not An Intersection             Dry  Straight Level     Failure To Yield
## 265    Not An Intersection             Wet  Straight Level Improper Lane Change
## 266    Not An Intersection             Dry  Straight Level        Improper Turn
## 267         T-Intersection             Dry  Straight Grade        Improper Turn
## 268                  Other             Dry  Straight Level        Improper Turn
## 269    Not An Intersection             Dry  Straight Level                Other
## 270         T-Intersection             Dry  Straight Level Improper Lane Change
## 271    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 272    Not An Intersection             Dry  Straight Level Improper Lane Change
## 273    Not An Intersection             Dry  Straight Grade        Improper Turn
## 274         T-Intersection             Dry     Curve Grade     Failure To Yield
## 275    Not An Intersection             Dry  Straight Level                Other
## 276    Not An Intersection             Dry  Straight Level        Improper Turn
## 277         T-Intersection             Wet  Straight Level     Failure To Yield
## 278         T-Intersection             Dry  Straight Level        Improper Turn
## 279  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 280    Not An Intersection             Dry  Straight Level        Improper Turn
## 281    Not An Intersection             Dry  Straight Level        Improper Turn
## 282    Not An Intersection             Dry  Straight Level                Other
## 283  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 284    Not An Intersection             Wet  Straight Grade        Improper Turn
## 285                  Other             Dry  Straight Level Improper Lane Change
## 286    Not An Intersection             Dry  Straight Level        Improper Turn
## 287    Not An Intersection             Wet     Curve Grade        Improper Turn
## 288  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 289    Not An Intersection             Wet  Straight Level Improper Lane Change
## 290    Not An Intersection             Dry  Straight Level        Improper Turn
## 291    Not An Intersection             Dry  Straight Level        Improper Turn
## 292    Not An Intersection             Dry  Straight Level                Other
## 293                  Other             Dry  Straight Level        Improper Turn
## 294    Not An Intersection             Dry  Straight Level        Improper Turn
## 295    Not An Intersection             Dry  Straight Level        Improper Turn
## 296    Not An Intersection             Dry  Straight Grade        Improper Turn
## 297    Not An Intersection             Dry  Straight Level        Improper Turn
## 298    Not An Intersection             Dry  Straight Level Improper Lane Change
## 299    Not An Intersection             Wet  Straight Level        Improper Turn
## 300  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 301    Not An Intersection             Dry  Straight Level     Failure To Yield
## 302    Not An Intersection             Dry  Straight Level                Other
## 303  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 304    Not An Intersection             Wet  Straight Level        Improper Turn
## 305  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 306    Not An Intersection             Dry  Straight Level        Improper Turn
## 307    Not An Intersection             Dry  Straight Grade        Improper Turn
## 308    Not An Intersection             Dry  Straight Level        Improper Turn
## 309    Not An Intersection             Dry  Straight Level        Improper Turn
## 310    Not An Intersection             Dry  Straight Level                Other
## 311         T-Intersection             Dry  Straight Grade        Improper Turn
## 312    Not An Intersection             Dry  Straight Level                Other
## 313    Not An Intersection             Wet  Straight Level     Failure To Yield
## 314    Not An Intersection             Dry  Straight Level        Improper Turn
## 315    Not An Intersection             Dry  Straight Level     Failure To Yield
## 316         T-Intersection             Dry  Straight Level Improper Lane Change
## 317  Four-Way Intersection             Wet  Straight Grade        Improper Turn
## 318  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 319    Not An Intersection             Dry  Straight Level        Improper Turn
## 320    Not An Intersection             Dry  Straight Level Improper Lane Change
## 321  Four-Way Intersection             Wet  Straight Level                Other
## 322         T-Intersection             Dry  Straight Grade     Failure To Yield
## 323    Not An Intersection             Dry  Straight Level        Improper Turn
## 324    Not An Intersection             Dry  Straight Level                Other
## 325    Not An Intersection             Dry  Straight Level        Improper Turn
## 326    Not An Intersection             Dry  Straight Level        Improper Turn
## 327         T-Intersection             Dry     Curve Level Improper Lane Change
## 328    Not An Intersection             Dry  Straight Level     Failure To Yield
## 329    Not An Intersection             Dry  Straight Level        Improper Turn
## 330    Not An Intersection             Dry  Straight Level                Other
## 331  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 332    Not An Intersection             Wet  Straight Level Improper Lane Change
## 333    Not An Intersection             Dry  Straight Level     Failure To Yield
## 334    Not An Intersection             Dry  Straight Level                Other
## 335    Not An Intersection             Wet  Straight Level     Failure To Yield
## 336  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 337    Not An Intersection             Dry  Straight Level        Improper Turn
## 338    Not An Intersection             Dry     Curve Grade        Improper Turn
## 339    Not An Intersection             Dry  Straight Level        Improper Turn
## 340         T-Intersection             Dry  Straight Level                Other
## 341    Not An Intersection             Wet  Straight Grade Improper Lane Change
## 342    Not An Intersection             Dry  Straight Level        Improper Turn
## 343    Not An Intersection             Dry  Straight Grade                Other
## 344  Four-Way Intersection             Dry  Straight Level                Other
## 345    Not An Intersection             Dry  Straight Level     Failure To Yield
## 346    Not An Intersection             Dry  Straight Level                Other
## 347  Four-Way Intersection             Wet  Straight Grade        Improper Turn
## 348    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 349    Not An Intersection             Dry  Straight Level                Other
## 350    Not An Intersection             Dry  Straight Level        Improper Turn
## 351    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 352  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 353    Not An Intersection             Dry  Straight Level        Improper Turn
## 354    Not An Intersection             Dry  Straight Level                Other
## 355    Not An Intersection             Dry  Straight Level Improper Lane Change
## 356         T-Intersection             Dry  Straight Level        Improper Turn
## 357    Not An Intersection             Dry  Straight Level        Improper Turn
## 358    Not An Intersection             Dry  Straight Level        Improper Turn
## 359    Not An Intersection             Dry  Straight Level        Improper Turn
## 360    Not An Intersection             Dry  Straight Level                Other
## 361    Not An Intersection             Dry  Straight Grade        Improper Turn
## 362    Not An Intersection             Wet  Straight Level Improper Lane Change
## 363  Four-Way Intersection             Dry  Straight Level                Other
## 364    Not An Intersection             Dry  Straight Level        Improper Turn
## 365         T-Intersection             Dry  Straight Level     Failure To Yield
## 366  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 367    Not An Intersection             Dry  Straight Level                Other
## 368    Not An Intersection             Wet  Straight Level Improper Lane Change
## 369         T-Intersection             Dry  Straight Level        Improper Turn
## 370         T-Intersection             Dry  Straight Level     Failure To Yield
## 371    Not An Intersection             Dry  Straight Level                Other
## 372    Not An Intersection             Dry  Straight Level        Improper Turn
## 373    Not An Intersection             Dry     Curve Level Improper Lane Change
## 374    Not An Intersection             Dry     Curve Grade     Failure To Yield
## 375                  Other             Wet  Straight Level Improper Lane Change
## 376         T-Intersection             Dry  Straight Level        Improper Turn
## 377    Not An Intersection             Dry  Straight Level        Improper Turn
## 378    Not An Intersection             Wet  Straight Level        Improper Turn
## 379    Not An Intersection             Dry  Straight Level        Improper Turn
## 380    Not An Intersection             Dry  Straight Level        Improper Turn
## 381  Four-Way Intersection             Dry  Straight Level                Other
## 382    Not An Intersection             Dry  Straight Level        Improper Turn
## 383    Not An Intersection             Dry  Straight Level                Other
## 384  Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 385  Four-Way Intersection             Dry  Straight Level                Other
## 386         T-Intersection             Dry  Straight Level        Improper Turn
## 387    Not An Intersection             Dry  Straight Level        Improper Turn
## 388  Four-Way Intersection             Wet  Straight Level                Other
## 389    Not An Intersection             Wet  Straight Level     Failure To Yield
## 390         T-Intersection             Dry  Straight Level     Failure To Yield
## 391    Not An Intersection             Wet     Curve Grade Improper Lane Change
## 392    Not An Intersection             Wet  Straight Level        Improper Turn
## 393         T-Intersection             Dry  Straight Level        Improper Turn
## 394    Not An Intersection             Dry  Straight Level Improper Lane Change
## 395    Not An Intersection             Wet  Straight Level        Improper Turn
## 396         T-Intersection             Wet  Straight Level     Failure To Yield
## 397    Not An Intersection             Dry  Straight Level        Improper Turn
## 398    Not An Intersection             Dry  Straight Level        Improper Turn
## 399    Not An Intersection             Dry  Straight Level        Improper Turn
## 400    Not An Intersection             Dry  Straight Level        Improper Turn
## 401         T-Intersection             Dry  Straight Grade                Other
## 402         T-Intersection             Dry  Straight Level        Improper Turn
## 403                  Other             Dry  Straight Level        Improper Turn
## 404                  Other             Dry  Straight Level                Other
## 405    Not An Intersection             Wet  Straight Level Improper Lane Change
## 406  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 407    Not An Intersection             Wet  Straight Level     Failure To Yield
## 408    Not An Intersection             Dry  Straight Level     Failure To Yield
## 409    Not An Intersection             Dry  Straight Level     Failure To Yield
## 410    Not An Intersection             Dry  Straight Level Improper Lane Change
## 411    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 412    Not An Intersection             Dry  Straight Level                Other
## 413    Not An Intersection             Dry  Straight Level     Failure To Yield
## 414         T-Intersection             Dry  Straight Level        Improper Turn
## 415    Not An Intersection             Dry  Straight Level                Other
## 416  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 417    Not An Intersection             Dry  Straight Grade        Improper Turn
## 418    Not An Intersection             Dry  Straight Level     Failure To Yield
## 419  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 420         T-Intersection             Dry  Straight Level        Improper Turn
## 421    Not An Intersection             Dry     Curve Grade Improper Lane Change
## 422  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 423                  Other             Dry  Straight Grade Improper Lane Change
## 424    Not An Intersection             Dry  Straight Level     Failure To Yield
## 425         T-Intersection             Dry  Straight Level     Failure To Yield
## 426         T-Intersection             Dry  Straight Level                Other
## 427    Not An Intersection             Wet     Curve Grade        Improper Turn
## 428    Not An Intersection             Dry  Straight Level        Improper Turn
## 429  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 430  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 431    Not An Intersection             Dry  Straight Level                Other
## 432         T-Intersection             Dry  Straight Level                Other
## 433         T-Intersection             Dry  Straight Level        Improper Turn
## 434    Not An Intersection             Dry  Straight Grade     Failure To Yield
## 435    Not An Intersection             Dry  Straight Level        Improper Turn
## 436    Not An Intersection             Dry  Straight Level                Other
## 437    Not An Intersection             Wet  Straight Level        Improper Turn
## 438    Not An Intersection             Dry  Straight Level Improper Lane Change
## 439    Not An Intersection             Dry  Straight Level        Improper Turn
## 440    Not An Intersection             Dry  Straight Grade                Other
## 441    Not An Intersection             Dry  Straight Level                Other
## 442    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 443    Not An Intersection             Dry  Straight Grade        Improper Turn
## 444  Four-Way Intersection             Wet  Straight Grade                Other
## 445  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 446    Not An Intersection             Dry  Straight Level                Other
## 447    Not An Intersection             Dry  Straight Level                Other
## 448    Not An Intersection             Dry  Straight Level                Other
## 449    Not An Intersection             Dry  Straight Level                Other
## 450                  Other             Wet  Straight Grade        Improper Turn
## 451    Not An Intersection             Dry  Straight Level        Improper Turn
## 452    Not An Intersection             Dry  Straight Level        Improper Turn
## 453    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 454         T-Intersection             Dry  Straight Grade        Improper Turn
## 455                  Other            Snow  Straight Level Improper Lane Change
## 456    Not An Intersection             Dry  Straight Grade        Improper Turn
## 457  Four-Way Intersection             Wet  Straight Level                Other
## 458    Not An Intersection            Snow  Straight Level Improper Lane Change
## 459    Not An Intersection             Wet     Curve Grade                Other
## 460    Not An Intersection             Dry  Straight Grade        Improper Turn
## 461    Not An Intersection             Wet  Straight Level        Improper Turn
## 462  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 463    Not An Intersection             Dry  Straight Grade        Improper Turn
## 464    Not An Intersection             Dry     Curve Level        Improper Turn
## 465    Not An Intersection             Wet     Curve Grade        Improper Turn
## 466  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 467  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 468    Not An Intersection             Dry  Straight Level Improper Lane Change
## 469  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 470  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 471    Not An Intersection             Dry  Straight Level        Improper Turn
## 472  Four-Way Intersection            Snow  Straight Level        Improper Turn
## 473    Not An Intersection             Wet  Straight Level        Improper Turn
## 474    Not An Intersection             Dry  Straight Level        Improper Turn
## 475    Not An Intersection             Dry  Straight Level        Improper Turn
## 476    Not An Intersection             Dry  Straight Level        Improper Turn
## 477  Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 478  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 479  Four-Way Intersection            Snow  Straight Level        Improper Turn
## 480  Four-Way Intersection            Snow  Straight Level                Other
## 481  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 482    Not An Intersection             Dry  Straight Level     Failure To Yield
## 483  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 484  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 485    Not An Intersection             Dry  Straight Level Improper Lane Change
## 486    Not An Intersection             Dry  Straight Level        Improper Turn
## 487    Not An Intersection             Dry  Straight Grade        Improper Turn
## 488    Not An Intersection             Dry  Straight Level        Improper Turn
## 489         T-Intersection             Wet  Straight Level        Improper Turn
## 490    Not An Intersection             Dry  Straight Level        Improper Turn
## 491  Four-Way Intersection             Wet  Straight Level                Other
## 492    Not An Intersection             Wet  Straight Level        Improper Turn
## 493    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 494    Not An Intersection             Dry  Straight Grade                Other
## 495    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 496    Not An Intersection             Dry  Straight Level                Other
## 497    Not An Intersection             Dry  Straight Level        Improper Turn
## 498    Not An Intersection             Dry  Straight Level     Failure To Yield
## 499                  Other             Dry  Straight Grade                Other
## 500    Not An Intersection             Dry  Straight Grade                Other
## 501                  Other             Dry  Straight Level                Other
## 502    Not An Intersection             Dry  Straight Level                Other
## 503  Four-Way Intersection             Dry  Straight Level                Other
## 504    Not An Intersection             Wet  Straight Grade                Other
## 505                  Other             Dry  Straight Level     Failure To Yield
## 506  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 507    Not An Intersection             Dry  Straight Level        Improper Turn
## 508  Four-Way Intersection             Wet  Straight Level                Other
## 509    Not An Intersection             Wet     Curve Level                Other
## 510  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 511  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 512                  Other             Dry  Straight Level        Improper Turn
## 513  Four-Way Intersection Other / Unknown  Straight Level     Failure To Yield
## 514    Not An Intersection             Dry  Straight Level        Improper Turn
## 515    Not An Intersection             Wet  Straight Level                Other
## 516    Not An Intersection             Dry  Straight Grade        Improper Turn
## 517    Not An Intersection             Dry  Straight Level        Improper Turn
## 518  Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 519         T-Intersection             Wet  Straight Level Improper Lane Change
## 520    Not An Intersection             Wet  Straight Level        Improper Turn
## 521  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 522  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 523    Not An Intersection             Wet  Straight Level        Improper Turn
## 524    Not An Intersection             Wet  Straight Level     Failure To Yield
## 525                  Other             Dry  Straight Level        Improper Turn
## 526    Not An Intersection             Dry  Straight Level        Improper Turn
## 527    Not An Intersection             Wet  Straight Level        Improper Turn
## 528  Four-Way Intersection             Dry  Straight Level                Other
## 529    Not An Intersection             Dry  Straight Level     Failure To Yield
## 530    Not An Intersection             Dry  Straight Level        Improper Turn
## 531         T-Intersection             Dry  Straight Level        Improper Turn
## 532         T-Intersection             Wet  Straight Level        Improper Turn
## 533    Not An Intersection             Wet  Straight Level        Improper Turn
## 534    Not An Intersection             Dry  Straight Level        Improper Turn
## 535    Not An Intersection            Snow  Straight Grade        Improper Turn
## 536    Not An Intersection             Dry  Straight Grade        Improper Turn
## 537    Not An Intersection             Dry  Straight Grade     Failure To Yield
## 538  Four-Way Intersection            Snow  Straight Level        Improper Turn
## 539         T-Intersection             Wet  Straight Level     Failure To Yield
## 540    Not An Intersection             Wet  Straight Level     Failure To Yield
## 541  Four-Way Intersection             Dry  Straight Level                Other
## 542         T-Intersection            Snow  Straight Level                Other
## 543    Not An Intersection Other / Unknown  Straight Level        Improper Turn
## 544    Not An Intersection             Dry  Straight Level        Improper Turn
## 545    Not An Intersection             Dry  Straight Level Improper Lane Change
## 546    Not An Intersection             Wet  Straight Level                Other
## 547         T-Intersection             Dry  Straight Grade        Improper Turn
## 548         T-Intersection             Dry  Straight Level        Improper Turn
## 549    Not An Intersection             Dry  Straight Level Improper Lane Change
## 550    Not An Intersection             Wet  Straight Level Improper Lane Change
## 551    Not An Intersection             Dry  Straight Level Improper Lane Change
## 552  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 553                  Other             Wet  Straight Level                Other
## 554         T-Intersection             Dry  Straight Level        Improper Turn
## 555    Not An Intersection             Wet  Straight Grade        Improper Turn
## 556    Not An Intersection             Dry  Straight Level     Failure To Yield
## 557    Not An Intersection             Dry  Straight Level        Improper Turn
## 558  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 559  Four-Way Intersection             Dry  Straight Level                Other
## 560    Not An Intersection             Dry  Straight Level        Improper Turn
## 561    Not An Intersection             Wet  Straight Level        Improper Turn
## 562  Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 563    Not An Intersection             Dry  Straight Level        Improper Turn
## 564  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 565    Not An Intersection             Dry  Straight Level        Improper Turn
## 566  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 567  Four-Way Intersection             Wet  Straight Grade     Failure To Yield
## 568    Not An Intersection             Dry  Straight Level        Improper Turn
## 569    Not An Intersection             Dry  Straight Level        Improper Turn
## 570         T-Intersection             Dry  Straight Level Improper Lane Change
## 571    Not An Intersection             Dry  Straight Level        Improper Turn
## 572    Not An Intersection             Wet  Straight Level     Failure To Yield
## 573  Four-Way Intersection             Dry  Straight Level                Other
## 574    Not An Intersection             Dry  Straight Level        Improper Turn
## 575    Not An Intersection             Dry     Curve Grade        Improper Turn
## 576    Not An Intersection             Dry  Straight Level                Other
## 577         T-Intersection             Wet  Straight Level                Other
## 578  Four-Way Intersection             Wet  Straight Level Improper Lane Change
## 579    Not An Intersection             Dry  Straight Level                Other
## 580  Four-Way Intersection             Dry  Straight Level                Other
## 581    Not An Intersection             Dry  Straight Level Improper Lane Change
## 582    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 583    Not An Intersection             Dry  Straight Level Improper Lane Change
## 584    Not An Intersection             Dry  Straight Level        Improper Turn
## 585    Not An Intersection             Dry     Curve Grade Improper Lane Change
## 586  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 587  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 588    Not An Intersection             Dry  Straight Level                Other
## 589    Not An Intersection             Dry  Straight Level                Other
## 590    Not An Intersection             Dry  Straight Level     Failure To Yield
## 591                  Other             Dry  Straight Level     Failure To Yield
## 592    Not An Intersection             Dry  Straight Grade        Improper Turn
## 593         T-Intersection             Dry     Curve Grade        Improper Turn
## 594    Not An Intersection             Dry  Straight Grade        Improper Turn
## 595         T-Intersection             Wet  Straight Grade                Other
## 596    Not An Intersection             Wet  Straight Level                Other
## 597    Not An Intersection             Dry  Straight Level                Other
## 598    Not An Intersection             Dry  Straight Level        Improper Turn
## 599    Not An Intersection             Dry  Straight Level                Other
## 600  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 601         T-Intersection             Dry  Straight Level                Other
## 602  Four-Way Intersection             Dry  Straight Level                Other
## 603  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 604    Not An Intersection             Wet  Straight Level        Improper Turn
## 605    Not An Intersection             Dry  Straight Level        Improper Turn
## 606    Not An Intersection             Dry  Straight Grade        Improper Turn
## 607         T-Intersection             Wet  Straight Level        Improper Turn
## 608    Not An Intersection             Wet  Straight Level Improper Lane Change
## 609    Not An Intersection             Wet  Straight Level        Improper Turn
## 610  Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 611    Not An Intersection             Wet  Straight Level        Improper Turn
## 612    Not An Intersection             Wet  Straight Level                Other
## 613    Not An Intersection             Dry  Straight Level        Improper Turn
## 614  Four-Way Intersection             Wet  Straight Level Improper Lane Change
## 615    Not An Intersection             Dry  Straight Level        Improper Turn
## 616    Not An Intersection             Dry  Straight Level        Improper Turn
## 617                  Other             Dry     Curve Level        Improper Turn
## 618    Not An Intersection             Dry  Straight Level     Failure To Yield
## 619    Not An Intersection             Wet  Straight Grade                Other
## 620    Not An Intersection             Dry  Straight Level        Improper Turn
## 621  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 622                  Other             Dry  Straight Grade        Improper Turn
## 623    Not An Intersection             Dry     Curve Level     Failure To Yield
## 624    Not An Intersection             Dry  Straight Level        Improper Turn
## 625    Not An Intersection             Dry  Straight Level                Other
## 626    Not An Intersection             Dry  Straight Level Improper Lane Change
## 627    Not An Intersection             Dry  Straight Grade        Improper Turn
## 628  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 629    Not An Intersection             Dry  Straight Level        Improper Turn
## 630    Not An Intersection             Dry  Straight Level     Failure To Yield
## 631    Not An Intersection             Dry  Straight Level        Improper Turn
## 632  Four-Way Intersection             Dry  Straight Level                Other
## 633         T-Intersection             Dry  Straight Level                Other
## 634    Not An Intersection             Dry  Straight Grade                Other
## 635    Not An Intersection             Wet  Straight Level        Improper Turn
## 636  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 637    Not An Intersection             Dry  Straight Grade                Other
## 638    Not An Intersection             Dry  Straight Level     Failure To Yield
## 639    Not An Intersection             Dry  Straight Level Improper Lane Change
## 640         T-Intersection             Dry  Straight Grade        Improper Turn
## 641    Not An Intersection             Dry  Straight Level                Other
## 642         T-Intersection             Dry  Straight Level        Improper Turn
## 643    Not An Intersection             Wet  Straight Level Improper Lane Change
## 644    Not An Intersection             Dry  Straight Level Improper Lane Change
## 645    Not An Intersection             Wet  Straight Level        Improper Turn
## 646    Not An Intersection             Dry  Straight Level        Improper Turn
## 647    Not An Intersection             Dry  Straight Level Improper Lane Change
## 648    Not An Intersection             Dry  Straight Level        Improper Turn
## 649    Not An Intersection             Dry  Straight Grade        Improper Turn
## 650  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 651  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 652    Not An Intersection             Dry  Straight Level        Improper Turn
## 653         T-Intersection             Dry     Curve Level                Other
## 654    Not An Intersection             Dry  Straight Level        Improper Turn
## 655    Not An Intersection             Dry  Straight Level Improper Lane Change
## 656    Not An Intersection             Dry  Straight Level     Failure To Yield
## 657  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 658         T-Intersection             Wet  Straight Grade        Improper Turn
## 659    Not An Intersection             Dry  Straight Grade        Improper Turn
## 660    Not An Intersection             Dry  Straight Level Improper Lane Change
## 661    Not An Intersection             Dry  Straight Level     Failure To Yield
## 662    Not An Intersection             Dry  Straight Level        Improper Turn
## 663         T-Intersection             Dry  Straight Level                Other
## 664    Not An Intersection             Dry  Straight Level        Improper Turn
## 665    Not An Intersection             Dry  Straight Level        Improper Turn
## 666    Not An Intersection             Dry  Straight Level                Other
## 667    Not An Intersection             Dry  Straight Level        Improper Turn
## 668    Not An Intersection             Dry  Straight Level        Improper Turn
## 669    Not An Intersection             Dry  Straight Level                Other
## 670         T-Intersection             Dry  Straight Level     Failure To Yield
## 671    Not An Intersection             Dry  Straight Level        Improper Turn
## 672    Not An Intersection             Dry  Straight Level                Other
## 673         T-Intersection             Dry  Straight Level                Other
## 674    Not An Intersection             Dry  Straight Level        Improper Turn
## 675    Not An Intersection             Dry  Straight Grade        Improper Turn
## 676    Not An Intersection             Dry  Straight Level        Improper Turn
## 677                  Other             Dry  Straight Level        Improper Turn
## 678    Not An Intersection             Dry  Straight Level     Failure To Yield
## 679  Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 680    Not An Intersection             Dry  Straight Grade     Failure To Yield
## 681  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 682    Not An Intersection             Dry  Straight Level                Other
## 683    Not An Intersection             Dry     Curve Grade Improper Lane Change
## 684    Not An Intersection             Dry  Straight Level        Improper Turn
## 685    Not An Intersection             Dry  Straight Grade                Other
## 686    Not An Intersection             Dry  Straight Level     Failure To Yield
## 687    Not An Intersection             Dry  Straight Level                Other
## 688    Not An Intersection             Dry  Straight Grade        Improper Turn
## 689    Not An Intersection             Dry  Straight Level        Improper Turn
## 690                  Other             Dry  Straight Level                Other
## 691    Not An Intersection             Dry  Straight Level                Other
## 692    Not An Intersection             Dry  Straight Level        Improper Turn
## 693  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 694    Not An Intersection             Dry  Straight Level        Improper Turn
## 695  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 696  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 697    Not An Intersection             Dry  Straight Level     Failure To Yield
## 698  Four-Way Intersection             Dry  Straight Level                Other
## 699  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 700    Not An Intersection             Dry  Straight Grade     Failure To Yield
## 701                  Other             Dry  Straight Level     Failure To Yield
## 702    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 703         T-Intersection             Dry  Straight Grade        Improper Turn
## 704    Not An Intersection             Dry  Straight Level        Improper Turn
## 705                  Other             Dry  Straight Level     Failure To Yield
## 706    Not An Intersection             Wet  Straight Level Improper Lane Change
## 707    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 708                  Other             Dry  Straight Grade        Improper Turn
## 709    Not An Intersection             Wet  Straight Grade        Improper Turn
## 710    Not An Intersection             Dry  Straight Level        Improper Turn
## 711    Not An Intersection             Dry  Straight Level                Other
## 712    Not An Intersection             Dry  Straight Level        Improper Turn
## 713    Not An Intersection             Dry  Straight Level        Improper Turn
## 714  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 715    Not An Intersection             Dry  Straight Level                Other
## 716    Not An Intersection             Dry  Straight Level        Improper Turn
## 717    Not An Intersection             Dry     Curve Grade                Other
## 718                  Other             Dry  Straight Level Improper Lane Change
## 719         T-Intersection             Dry  Straight Level        Improper Turn
## 720  Four-Way Intersection             Wet  Straight Level                Other
## 721    Not An Intersection             Dry  Straight Level        Improper Turn
## 722         T-Intersection             Dry  Straight Level     Failure To Yield
## 723    Not An Intersection             Dry  Straight Level        Improper Turn
## 724    Not An Intersection             Dry  Straight Level                Other
## 725  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 726    Not An Intersection             Dry  Straight Level Improper Lane Change
## 727    Not An Intersection             Dry  Straight Grade        Improper Turn
## 728                  Other             Dry  Straight Level        Improper Turn
## 729    Not An Intersection             Wet  Straight Level     Failure To Yield
## 730    Not An Intersection             Dry  Straight Grade        Improper Turn
## 731  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 732    Not An Intersection             Dry  Straight Grade     Failure To Yield
## 733                  Other             Dry  Straight Level     Failure To Yield
## 734    Not An Intersection             Dry  Straight Level     Failure To Yield
## 735  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 736  Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 737    Not An Intersection             Dry  Straight Level        Improper Turn
## 738         T-Intersection             Dry  Straight Level Improper Lane Change
## 739  Four-Way Intersection             Dry  Straight Level                Other
## 740    Not An Intersection             Dry  Straight Grade        Improper Turn
## 741         T-Intersection             Dry  Straight Level        Improper Turn
## 742    Not An Intersection             Dry     Curve Level     Failure To Yield
## 743  Four-Way Intersection             Dry  Straight Level                Other
## 744  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 745  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 746                  Other             Dry  Straight Level                Other
## 747  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 748    Not An Intersection             Dry  Straight Grade        Improper Turn
## 749    Not An Intersection             Dry  Straight Level Improper Lane Change
## 750         T-Intersection             Dry  Straight Grade     Failure To Yield
## 751  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 752    Not An Intersection             Dry  Straight Grade        Improper Turn
## 753    Not An Intersection             Dry  Straight Level                Other
## 754    Not An Intersection             Dry  Straight Level                Other
## 755  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 756    Not An Intersection             Dry  Straight Level                Other
## 757         T-Intersection             Dry  Straight Grade     Failure To Yield
## 758  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 759    Not An Intersection             Dry  Straight Level        Improper Turn
## 760    Not An Intersection             Dry  Straight Level        Improper Turn
## 761  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 762    Not An Intersection             Dry  Straight Level                Other
## 763    Not An Intersection             Dry  Straight Level        Improper Turn
## 764    Not An Intersection             Dry  Straight Level        Improper Turn
## 765    Not An Intersection             Dry  Straight Level        Improper Turn
## 766    Not An Intersection             Dry  Straight Level                Other
## 767    Not An Intersection Other / Unknown  Straight Grade        Improper Turn
## 768  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 769         T-Intersection             Wet  Straight Level        Improper Turn
## 770    Not An Intersection             Wet  Straight Level                Other
## 771                  Other             Dry  Straight Level        Improper Turn
## 772    Not An Intersection             Dry  Straight Level        Improper Turn
## 773    Not An Intersection             Dry  Straight Level                Other
## 774    Not An Intersection             Dry  Straight Level        Improper Turn
## 775    Not An Intersection             Dry  Straight Level                Other
## 776  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 777    Not An Intersection             Dry  Straight Level     Failure To Yield
## 778  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 779  Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 780    Not An Intersection             Dry  Straight Level        Improper Turn
## 781    Not An Intersection             Dry  Straight Level                Other
## 782    Not An Intersection             Dry  Straight Level     Failure To Yield
## 783  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 784    Not An Intersection             Dry  Straight Level        Improper Turn
## 785         T-Intersection             Dry  Straight Level        Improper Turn
## 786    Not An Intersection             Dry  Straight Level                Other
## 787  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 788         T-Intersection             Dry  Straight Level        Improper Turn
## 789    Not An Intersection             Dry  Straight Level     Failure To Yield
## 790    Not An Intersection             Dry  Straight Level        Improper Turn
## 791    Not An Intersection             Dry  Straight Level Improper Lane Change
## 792    Not An Intersection             Wet  Straight Level        Improper Turn
## 793    Not An Intersection             Dry  Straight Level Improper Lane Change
## 794    Not An Intersection             Dry  Straight Grade        Improper Turn
## 795    Not An Intersection             Dry  Straight Level        Improper Turn
## 796    Not An Intersection             Dry  Straight Level        Improper Turn
## 797    Not An Intersection             Dry  Straight Level        Improper Turn
## 798    Not An Intersection             Dry  Straight Level     Failure To Yield
## 799         T-Intersection             Dry  Straight Grade        Improper Turn
## 800    Not An Intersection             Dry  Straight Level        Improper Turn
## 801    Not An Intersection             Dry  Straight Level        Improper Turn
## 802    Not An Intersection             Dry  Straight Level Improper Lane Change
## 803  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 804    Not An Intersection             Wet  Straight Grade Improper Lane Change
## 805    Not An Intersection             Dry  Straight Level                Other
## 806    Not An Intersection             Dry  Straight Level     Failure To Yield
## 807         T-Intersection             Dry  Straight Level        Improper Turn
## 808         T-Intersection             Wet  Straight Level                Other
## 809         T-Intersection             Wet  Straight Level     Failure To Yield
## 810    Not An Intersection             Dry  Straight Level     Failure To Yield
## 811         T-Intersection             Dry  Straight Level     Failure To Yield
## 812    Not An Intersection             Dry  Straight Grade                Other
## 813  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 814    Not An Intersection             Wet  Straight Level        Improper Turn
## 815    Not An Intersection             Dry  Straight Level     Failure To Yield
## 816  Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 817    Not An Intersection             Dry  Straight Level                Other
## 818                  Other             Wet  Straight Level        Improper Turn
## 819  Four-Way Intersection             Wet  Straight Level                Other
## 820    Not An Intersection             Dry  Straight Level Improper Lane Change
## 821    Not An Intersection             Dry  Straight Level                Other
## 822    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 823  Four-Way Intersection             Dry  Straight Grade                Other
## 824    Not An Intersection             Wet  Straight Level                Other
## 825    Not An Intersection             Dry  Straight Level        Improper Turn
## 826    Not An Intersection             Dry  Straight Grade        Improper Turn
## 827    Not An Intersection             Dry  Straight Grade                Other
## 828         T-Intersection             Dry  Straight Level        Improper Turn
## 829    Not An Intersection             Dry  Straight Level        Improper Turn
## 830    Not An Intersection             Dry  Straight Level                Other
## 831    Not An Intersection             Dry  Straight Level        Improper Turn
## 832    Not An Intersection             Dry  Straight Grade        Improper Turn
## 833    Not An Intersection             Dry  Straight Grade        Improper Turn
## 834    Not An Intersection             Dry     Curve Grade Improper Lane Change
## 835    Not An Intersection             Dry  Straight Level     Failure To Yield
## 836         T-Intersection             Dry  Straight Level     Failure To Yield
## 837    Not An Intersection             Dry  Straight Level        Improper Turn
## 838         T-Intersection             Dry  Straight Level                Other
## 839  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 840         T-Intersection             Wet  Straight Grade     Failure To Yield
## 841    Not An Intersection             Wet  Straight Level Improper Lane Change
## 842                  Other             Dry  Straight Level        Improper Turn
## 843                  Other             Dry     Curve Level     Failure To Yield
## 844    Not An Intersection             Wet  Straight Level                Other
## 845    Not An Intersection             Dry  Straight Level                Other
## 846    Not An Intersection             Dry  Straight Grade        Improper Turn
## 847    Not An Intersection             Wet  Straight Level                Other
## 848  Four-Way Intersection             Dry  Straight Level                Other
## 849    Not An Intersection             Wet  Straight Level        Improper Turn
## 850  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 851  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 852    Not An Intersection             Dry  Straight Level        Improper Turn
## 853         T-Intersection             Dry  Straight Level     Failure To Yield
## 854    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 855    Not An Intersection             Dry  Straight Level        Improper Turn
## 856    Not An Intersection             Dry  Straight Grade        Improper Turn
## 857    Not An Intersection             Dry  Straight Level        Improper Turn
## 858    Not An Intersection             Dry  Straight Level        Improper Turn
## 859    Not An Intersection             Dry  Straight Level        Improper Turn
## 860    Not An Intersection             Dry  Straight Level                Other
## 861  Four-Way Intersection             Dry  Straight Level                Other
## 862    Not An Intersection             Dry  Straight Level        Improper Turn
## 863    Not An Intersection             Dry  Straight Grade        Improper Turn
## 864  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 865    Not An Intersection             Dry  Straight Level        Improper Turn
## 866    Not An Intersection             Wet  Straight Level        Improper Turn
## 867         T-Intersection             Dry  Straight Level        Improper Turn
## 868  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 869    Not An Intersection             Dry  Straight Level                Other
## 870    Not An Intersection             Dry  Straight Grade        Improper Turn
## 871    Not An Intersection             Dry  Straight Level        Improper Turn
## 872    Not An Intersection             Dry     Curve Grade Improper Lane Change
## 873    Not An Intersection             Dry  Straight Level Improper Lane Change
## 874    Not An Intersection             Dry     Curve Level     Failure To Yield
## 875  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 876  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 877                  Other             Dry  Straight Level Improper Lane Change
## 878    Not An Intersection             Wet  Straight Level        Improper Turn
## 879    Not An Intersection             Dry  Straight Level        Improper Turn
## 880    Not An Intersection             Dry  Straight Grade        Improper Turn
## 881    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 882    Not An Intersection             Dry  Straight Grade        Improper Turn
## 883         T-Intersection             Dry  Straight Level                Other
## 884    Not An Intersection             Dry  Straight Level                Other
## 885    Not An Intersection             Dry  Straight Level        Improper Turn
## 886                  Other             Dry  Straight Level        Improper Turn
## 887    Not An Intersection             Wet  Straight Level Improper Lane Change
## 888    Not An Intersection             Dry     Curve Level                Other
## 889                  Other             Dry  Straight Level     Failure To Yield
## 890    Not An Intersection             Dry  Straight Level                Other
## 891  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 892    Not An Intersection             Dry     Curve Grade        Improper Turn
## 893    Not An Intersection             Dry  Straight Level        Improper Turn
## 894  Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 895    Not An Intersection             Dry  Straight Level Improper Lane Change
## 896    Not An Intersection             Dry  Straight Level Improper Lane Change
## 897         T-Intersection             Dry  Straight Level        Improper Turn
## 898    Not An Intersection             Dry  Straight Level     Failure To Yield
## 899    Not An Intersection             Dry  Straight Level        Improper Turn
## 900    Not An Intersection             Dry  Straight Level        Improper Turn
## 901    Not An Intersection             Dry  Straight Level        Improper Turn
## 902    Not An Intersection             Dry  Straight Level                Other
## 903    Not An Intersection             Dry  Straight Level        Improper Turn
## 904    Not An Intersection             Dry  Straight Level                Other
## 905  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 906         T-Intersection             Dry  Straight Level                Other
## 907    Not An Intersection             Wet  Straight Level        Improper Turn
## 908    Not An Intersection             Dry  Straight Level                Other
## 909    Not An Intersection             Wet  Straight Grade        Improper Turn
## 910    Not An Intersection             Dry     Curve Level                Other
## 911  Four-Way Intersection             Dry     Curve Grade        Improper Turn
## 912    Not An Intersection             Dry  Straight Level     Failure To Yield
## 913    Not An Intersection             Dry  Straight Grade                Other
## 914    Not An Intersection             Dry  Straight Grade        Improper Turn
## 915    Not An Intersection             Wet     Curve Level        Improper Turn
## 916    Not An Intersection             Dry  Straight Level Improper Lane Change
## 917  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 918    Not An Intersection             Wet  Straight Grade        Improper Turn
## 919         T-Intersection             Dry  Straight Level Improper Lane Change
## 920    Not An Intersection             Dry  Straight Level        Improper Turn
## 921                  Other             Wet  Straight Level     Failure To Yield
## 922  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 923    Not An Intersection             Wet  Straight Level     Failure To Yield
## 924    Not An Intersection             Dry  Straight Grade        Improper Turn
## 925    Not An Intersection             Dry  Straight Level                Other
## 926    Not An Intersection             Dry  Straight Level                Other
## 927                  Other             Dry  Straight Level        Improper Turn
## 928    Not An Intersection             Dry  Straight Level        Improper Turn
## 929    Not An Intersection             Dry  Straight Grade        Improper Turn
## 930    Not An Intersection             Dry  Straight Grade                Other
## 931    Not An Intersection             Dry  Straight Level     Failure To Yield
## 932    Not An Intersection             Wet  Straight Grade        Improper Turn
## 933  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 934    Not An Intersection             Dry  Straight Level        Improper Turn
## 935    Not An Intersection             Dry  Straight Level        Improper Turn
## 936         T-Intersection             Dry  Straight Level        Improper Turn
## 937    Not An Intersection             Dry  Straight Level        Improper Turn
## 938    Not An Intersection             Wet  Straight Level        Improper Turn
## 939    Not An Intersection             Dry  Straight Level        Improper Turn
## 940                  Other             Wet  Straight Grade        Improper Turn
## 941    Not An Intersection             Dry  Straight Level        Improper Turn
## 942         T-Intersection             Wet  Straight Level                Other
## 943         T-Intersection             Dry  Straight Level                Other
## 944    Not An Intersection             Dry  Straight Level        Improper Turn
## 945                  Other             Wet     Curve Grade                Other
## 946  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 947    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 948                  Other             Dry  Straight Grade     Failure To Yield
## 949         T-Intersection             Dry  Straight Level     Failure To Yield
## 950  Four-Way Intersection             Wet  Straight Level                Other
## 951         T-Intersection             Wet  Straight Level Improper Lane Change
## 952    Not An Intersection             Dry  Straight Level        Improper Turn
## 953         T-Intersection             Wet  Straight Level        Improper Turn
## 954    Not An Intersection             Dry  Straight Level                Other
## 955         T-Intersection             Dry  Straight Level     Failure To Yield
## 956                  Other             Wet  Straight Level     Failure To Yield
## 957  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 958         T-Intersection             Dry  Straight Grade     Failure To Yield
## 959  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 960         T-Intersection             Dry  Straight Level                Other
## 961                  Other             Dry  Straight Level Improper Lane Change
## 962         T-Intersection             Dry  Straight Level        Improper Turn
## 963    Not An Intersection             Dry  Straight Level     Failure To Yield
## 964    Not An Intersection             Dry  Straight Level        Improper Turn
## 965    Not An Intersection             Wet  Straight Level        Improper Turn
## 966    Not An Intersection             Wet  Straight Level     Failure To Yield
## 967    Not An Intersection             Wet  Straight Grade        Improper Turn
## 968    Not An Intersection             Dry  Straight Grade        Improper Turn
## 969                  Other             Wet  Straight Level                Other
## 970         T-Intersection             Dry  Straight Level                Other
## 971    Not An Intersection             Wet  Straight Level        Improper Turn
## 972         T-Intersection             Dry  Straight Level        Improper Turn
## 973                  Other             Dry  Straight Level Improper Lane Change
## 974  Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 975    Not An Intersection             Wet  Straight Level        Improper Turn
## 976  Four-Way Intersection             Dry  Straight Level        Improper Turn
## 977    Not An Intersection             Dry  Straight Grade Improper Lane Change
## 978         T-Intersection             Dry  Straight Level     Failure To Yield
## 979    Not An Intersection             Dry  Straight Level     Failure To Yield
## 980    Not An Intersection             Wet  Straight Level Improper Lane Change
## 981         T-Intersection             Wet  Straight Level        Improper Turn
## 982    Not An Intersection             Wet  Straight Level Improper Lane Change
## 983    Not An Intersection             Dry  Straight Level        Improper Turn
## 984  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 985  Four-Way Intersection             Wet  Straight Level                Other
## 986    Not An Intersection             Dry  Straight Level        Improper Turn
## 987    Not An Intersection             Dry  Straight Level                Other
## 988    Not An Intersection             Dry  Straight Grade                Other
## 989    Not An Intersection             Dry  Straight Level                Other
## 990  Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 991    Not An Intersection             Dry     Curve Grade                Other
## 992                  Other             Dry  Straight Grade     Failure To Yield
## 993    Not An Intersection             Dry  Straight Grade        Improper Turn
## 994    Not An Intersection             Dry  Straight Level        Improper Turn
## 995                  Other             Wet  Straight Level Improper Lane Change
## 996    Not An Intersection             Dry  Straight Level     Failure To Yield
## 997  Four-Way Intersection             Wet  Straight Level        Improper Turn
## 998    Not An Intersection             Dry  Straight Grade        Improper Turn
## 999    Not An Intersection             Dry  Straight Level                Other
## 1000   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1001   Not An Intersection             Dry  Straight Level                Other
## 1002 Four-Way Intersection             Wet  Straight Level                Other
## 1003 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1004   Not An Intersection             Wet  Straight Level                Other
## 1005   Not An Intersection             Dry  Straight Level        Improper Turn
## 1006   Not An Intersection             Dry  Straight Level                Other
## 1007   Not An Intersection             Dry  Straight Level                Other
## 1008   Not An Intersection             Dry  Straight Level                Other
## 1009 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1010   Not An Intersection             Dry  Straight Level                Other
## 1011   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1012        T-Intersection             Dry  Straight Level Improper Lane Change
## 1013   Not An Intersection             Dry  Straight Level        Improper Turn
## 1014   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1015   Not An Intersection             Dry  Straight Level        Improper Turn
## 1016   Not An Intersection             Wet  Straight Level                Other
## 1017   Not An Intersection             Wet  Straight Level        Improper Turn
## 1018   Not An Intersection             Wet  Straight Level        Improper Turn
## 1019   Not An Intersection             Wet     Curve Level        Improper Turn
## 1020   Not An Intersection             Wet  Straight Level        Improper Turn
## 1021        T-Intersection             Dry  Straight Level                Other
## 1022   Not An Intersection             Wet  Straight Level        Improper Turn
## 1023   Not An Intersection            Snow  Straight Level                Other
## 1024   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1025   Not An Intersection             Wet  Straight Level        Improper Turn
## 1026   Not An Intersection             Dry  Straight Level        Improper Turn
## 1027                 Other            Snow  Straight Level                Other
## 1028   Not An Intersection             Dry  Straight Level        Improper Turn
## 1029   Not An Intersection             Dry  Straight Level        Improper Turn
## 1030   Not An Intersection             Wet  Straight Level                Other
## 1031   Not An Intersection             Dry     Curve Level                Other
## 1032   Not An Intersection            Snow  Straight Grade        Improper Turn
## 1033   Not An Intersection             Dry  Straight Level        Improper Turn
## 1034   Not An Intersection             Dry  Straight Level        Improper Turn
## 1035   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1036   Not An Intersection             Dry  Straight Level                Other
## 1037 Four-Way Intersection            Snow  Straight Level        Improper Turn
## 1038   Not An Intersection             Dry  Straight Level        Improper Turn
## 1039        T-Intersection             Dry  Straight Grade        Improper Turn
## 1040   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1041   Not An Intersection             Dry  Straight Level        Improper Turn
## 1042   Not An Intersection             Dry  Straight Level        Improper Turn
## 1043   Not An Intersection             Dry  Straight Level        Improper Turn
## 1044   Not An Intersection Other / Unknown  Straight Level                Other
## 1045   Not An Intersection             Dry  Straight Level                Other
## 1046   Not An Intersection             Dry  Straight Level        Improper Turn
## 1047   Not An Intersection             Dry  Straight Level        Improper Turn
## 1048 Four-Way Intersection             Dry     Curve Level        Improper Turn
## 1049   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1050   Not An Intersection             Dry     Curve Level Improper Lane Change
## 1051                 Other             Dry  Straight Level        Improper Turn
## 1052   Not An Intersection             Dry  Straight Level        Improper Turn
## 1053   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1054 Four-Way Intersection             Dry  Straight Level                Other
## 1055   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1056        T-Intersection             Dry  Straight Grade        Improper Turn
## 1057   Not An Intersection             Dry  Straight Level                Other
## 1058   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1059   Not An Intersection             Wet  Straight Level        Improper Turn
## 1060 Four-Way Intersection             Dry  Straight Level       Drove Off Road
## 1061   Not An Intersection             Dry  Straight Level                Other
## 1062   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1063   Not An Intersection             Wet  Straight Level        Improper Turn
## 1064   Not An Intersection             Dry  Straight Level                Other
## 1065                 Other             Dry  Straight Level     Failure To Yield
## 1066   Not An Intersection             Dry  Straight Level                Other
## 1067   Not An Intersection             Dry  Straight Level        Improper Turn
## 1068                 Other             Dry  Straight Level        Improper Turn
## 1069   Not An Intersection             Dry  Straight Level                Other
## 1070 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1071   Not An Intersection             Dry  Straight Level                Other
## 1072   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1073   Not An Intersection             Dry  Straight Level        Improper Turn
## 1074 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1075   Not An Intersection             Dry  Straight Level                Other
## 1076   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1077   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1078   Not An Intersection             Dry  Straight Level        Improper Turn
## 1079   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1080 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1081 Four-Way Intersection             Dry  Straight Level                Other
## 1082 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1083   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1084   Not An Intersection             Dry  Straight Level                Other
## 1085   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1086   Not An Intersection             Wet  Straight Level                Other
## 1087   Not An Intersection             Dry  Straight Level        Improper Turn
## 1088   Not An Intersection             Dry  Straight Level        Improper Turn
## 1089   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1090   Not An Intersection             Dry  Straight Level        Improper Turn
## 1091   Not An Intersection             Dry  Straight Level        Improper Turn
## 1092 Four-Way Intersection             Dry  Straight Level                Other
## 1093   Not An Intersection             Dry  Straight Level        Improper Turn
## 1094   Not An Intersection             Dry  Straight Level                Other
## 1095   Not An Intersection             Dry  Straight Level        Improper Turn
## 1096   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1097   Not An Intersection             Wet  Straight Grade     Failure To Yield
## 1098   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1099   Not An Intersection             Wet  Straight Level                Other
## 1100   Not An Intersection             Dry  Straight Level        Improper Turn
## 1101   Not An Intersection             Dry  Straight Level                Other
## 1102   Not An Intersection             Dry  Straight Level        Improper Turn
## 1103   Not An Intersection             Dry  Straight Level                Other
## 1104   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1105   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1106   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1107   Not An Intersection             Dry  Straight Level        Improper Turn
## 1108   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1109 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1110   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1111 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1112 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1113   Not An Intersection             Wet  Straight Grade                Other
## 1114 Four-Way Intersection             Wet  Straight Grade                Other
## 1115        T-Intersection             Dry  Straight Level        Improper Turn
## 1116   Not An Intersection             Dry  Straight Grade                Other
## 1117   Not An Intersection             Dry  Straight Level        Improper Turn
## 1118   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1119 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1120   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1121   Not An Intersection             Dry  Straight Level        Improper Turn
## 1122 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1123   Not An Intersection             Dry  Straight Level        Improper Turn
## 1124   Not An Intersection             Dry  Straight Level                Other
## 1125   Not An Intersection             Dry  Straight Level        Improper Turn
## 1126   Not An Intersection             Wet     Curve Grade     Failure To Yield
## 1127   Not An Intersection             Dry  Straight Level        Improper Turn
## 1128   Not An Intersection             Wet  Straight Level        Improper Turn
## 1129   Not An Intersection             Dry  Straight Level        Improper Turn
## 1130   Not An Intersection             Dry  Straight Level        Improper Turn
## 1131   Not An Intersection             Dry  Straight Level        Improper Turn
## 1132   Not An Intersection             Dry  Straight Level        Improper Turn
## 1133   Not An Intersection             Dry  Straight Level        Improper Turn
## 1134   Not An Intersection             Dry  Straight Level                Other
## 1135   Not An Intersection             Dry  Straight Level                Other
## 1136 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1137 Four-Way Intersection             Dry  Straight Level                Other
## 1138   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1139 Four-Way Intersection             Dry  Straight Level                Other
## 1140   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1141   Not An Intersection             Dry  Straight Level        Improper Turn
## 1142   Not An Intersection             Dry     Curve Grade Improper Lane Change
## 1143   Not An Intersection             Dry  Straight Level                Other
## 1144        T-Intersection             Dry  Straight Grade        Improper Turn
## 1145   Not An Intersection             Dry  Straight Level        Improper Turn
## 1146   Not An Intersection             Dry  Straight Level        Improper Turn
## 1147   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1148 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1149 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1150 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1151 Four-Way Intersection             Dry  Straight Level                Other
## 1152   Not An Intersection             Wet  Straight Grade                Other
## 1153   Not An Intersection             Dry  Straight Level                Other
## 1154   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1155   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1156   Not An Intersection             Dry  Straight Level                Other
## 1157   Not An Intersection             Dry  Straight Level        Improper Turn
## 1158   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1159 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1160 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1161                 Other             Dry  Straight Level        Improper Turn
## 1162 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1163   Not An Intersection             Dry  Straight Level        Improper Turn
## 1164        T-Intersection             Wet  Straight Level                Other
## 1165        T-Intersection            Snow  Straight Level                Other
## 1166 Four-Way Intersection             Wet  Straight Level                Other
## 1167   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 1168   Not An Intersection             Dry  Straight Level        Improper Turn
## 1169   Not An Intersection             Wet  Straight Level        Improper Turn
## 1170   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1171   Not An Intersection             Wet  Straight Level        Improper Turn
## 1172   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1173        T-Intersection             Dry  Straight Level       Drove Off Road
## 1174 Four-Way Intersection             Dry  Straight Level                Other
## 1175   Not An Intersection             Dry  Straight Level        Improper Turn
## 1176   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1177        T-Intersection             Wet  Straight Level        Improper Turn
## 1178   Not An Intersection             Dry  Straight Level        Improper Turn
## 1179 Four-Way Intersection             Dry     Curve Grade        Improper Turn
## 1180   Not An Intersection Other / Unknown     Curve Level                Other
## 1181   Not An Intersection             Dry  Straight Level        Improper Turn
## 1182   Not An Intersection             Dry  Straight Level        Improper Turn
## 1183   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1184   Not An Intersection             Dry  Straight Level        Improper Turn
## 1185 Four-Way Intersection             Dry  Straight Grade       Drove Off Road
## 1186   Not An Intersection             Dry     Curve Level        Improper Turn
## 1187   Not An Intersection             Wet  Straight Level        Improper Turn
## 1188   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1189   Not An Intersection             Dry  Straight Level                Other
## 1190        T-Intersection             Dry  Straight Level        Improper Turn
## 1191 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1192   Not An Intersection             Dry  Straight Level        Improper Turn
## 1193 Four-Way Intersection             Dry  Straight Level                Other
## 1194   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1195 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1196   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1197   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1198                 Other             Dry  Straight Level        Improper Turn
## 1199        T-Intersection             Dry  Straight Level                Other
## 1200   Not An Intersection             Dry  Straight Grade                Other
## 1201                 Other             Dry  Straight Grade                Other
## 1202   Not An Intersection             Wet  Straight Grade                Other
## 1203   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1204   Not An Intersection             Dry  Straight Level        Improper Turn
## 1205 Four-Way Intersection             Dry     Curve Grade     Failure To Yield
## 1206   Not An Intersection             Dry     Curve Level        Improper Turn
## 1207   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1208   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1209   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1210   Not An Intersection             Dry  Straight Level                Other
## 1211   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1212        T-Intersection             Dry  Straight Level        Improper Turn
## 1213   Not An Intersection             Wet  Straight Level        Improper Turn
## 1214   Not An Intersection             Dry  Straight Level        Improper Turn
## 1215        T-Intersection             Dry  Straight Level       Drove Off Road
## 1216 Four-Way Intersection             Dry  Straight Level                Other
## 1217   Not An Intersection             Dry  Straight Level        Improper Turn
## 1218   Not An Intersection             Dry  Straight Level        Improper Turn
## 1219        T-Intersection             Wet  Straight Level     Failure To Yield
## 1220   Not An Intersection             Dry  Straight Level                Other
## 1221   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1222   Not An Intersection             Dry  Straight Level        Improper Turn
## 1223 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1224   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1225   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1226   Not An Intersection             Wet  Straight Level        Improper Turn
## 1227   Not An Intersection             Dry  Straight Level                Other
## 1228   Not An Intersection             Dry     Curve Level        Improper Turn
## 1229   Not An Intersection             Wet  Straight Level                Other
## 1230   Not An Intersection             Wet  Straight Level                Other
## 1231   Not An Intersection             Wet  Straight Level        Improper Turn
## 1232   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1233 Four-Way Intersection             Dry  Straight Level                Other
## 1234   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1235   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1236 Four-Way Intersection             Dry  Straight Level                Other
## 1237   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1238   Not An Intersection             Dry  Straight Level                Other
## 1239 Four-Way Intersection             Dry  Straight Grade                Other
## 1240   Not An Intersection             Dry  Straight Level        Improper Turn
## 1241   Not An Intersection             Dry  Straight Level        Improper Turn
## 1242        T-Intersection             Wet  Straight Level        Improper Turn
## 1243   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1244   Not An Intersection             Dry  Straight Level                Other
## 1245 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1246   Not An Intersection             Dry  Straight Level        Improper Turn
## 1247   Not An Intersection             Dry  Straight Level                Other
## 1248 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1249   Not An Intersection             Dry  Straight Grade                Other
## 1250   Not An Intersection             Dry  Straight Level        Improper Turn
## 1251        T-Intersection             Dry  Straight Level                Other
## 1252   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1253 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1254 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1255   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1256   Not An Intersection             Dry  Straight Level        Improper Turn
## 1257 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 1258   Not An Intersection             Wet  Straight Level                Other
## 1259   Not An Intersection             Wet  Straight Level        Improper Turn
## 1260   Not An Intersection             Dry  Straight Level        Improper Turn
## 1261   Not An Intersection             Wet  Straight Level        Improper Turn
## 1262 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1263   Not An Intersection             Dry     Curve Level                Other
## 1264   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 1265   Not An Intersection             Dry  Straight Level        Improper Turn
## 1266   Not An Intersection             Dry     Curve Grade     Failure To Yield
## 1267   Not An Intersection             Dry  Straight Level                Other
## 1268                 Other             Dry  Straight Level     Failure To Yield
## 1269   Not An Intersection             Dry  Straight Level        Improper Turn
## 1270   Not An Intersection             Dry  Straight Level                Other
## 1271   Not An Intersection             Dry  Straight Level                Other
## 1272   Not An Intersection             Dry  Straight Level        Improper Turn
## 1273   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1274   Not An Intersection             Dry  Straight Level                Other
## 1275   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1276   Not An Intersection             Wet  Straight Level        Improper Turn
## 1277        T-Intersection             Dry  Straight Level        Improper Turn
## 1278   Not An Intersection             Dry  Straight Level        Improper Turn
## 1279   Not An Intersection             Dry  Straight Grade                Other
## 1280   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 1281   Not An Intersection             Dry  Straight Level                Other
## 1282   Not An Intersection             Wet  Straight Level        Improper Turn
## 1283   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1284        T-Intersection             Dry  Straight Level        Improper Turn
## 1285   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1286   Not An Intersection             Dry  Straight Level        Improper Turn
## 1287   Not An Intersection             Dry  Straight Level        Improper Turn
## 1288   Not An Intersection             Dry  Straight Level                Other
## 1289   Not An Intersection             Dry  Straight Level        Improper Turn
## 1290        T-Intersection             Wet  Straight Grade     Failure To Yield
## 1291   Not An Intersection             Dry  Straight Level                Other
## 1292   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1293   Not An Intersection             Dry  Straight Level                Other
## 1294   Not An Intersection            Snow  Straight Level     Failure To Yield
## 1295   Not An Intersection             Dry  Straight Level        Improper Turn
## 1296   Not An Intersection             Dry  Straight Level                Other
## 1297 Four-Way Intersection             Dry     Curve Grade     Failure To Yield
## 1298   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1299 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1300   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1301   Not An Intersection             Dry  Straight Level        Improper Turn
## 1302   Not An Intersection             Dry  Straight Level        Improper Turn
## 1303   Not An Intersection Other / Unknown Other / Unknown                Other
## 1304        T-Intersection             Dry  Straight Level Improper Lane Change
## 1305   Not An Intersection             Wet     Curve Level                Other
## 1306 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1307   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1308   Not An Intersection             Wet  Straight Level                Other
## 1309   Not An Intersection             Dry  Straight Level                Other
## 1310   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1311 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1312                 Other             Dry  Straight Grade        Improper Turn
## 1313   Not An Intersection             Dry  Straight Level                Other
## 1314   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1315   Not An Intersection            Snow  Straight Level                Other
## 1316   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 1317   Not An Intersection            Snow  Straight Level     Failure To Yield
## 1318   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1319        T-Intersection             Dry  Straight Level       Drove Off Road
## 1320   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1321   Not An Intersection Other / Unknown  Straight Level     Failure To Yield
## 1322   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1323        T-Intersection             Dry  Straight Level        Improper Turn
## 1324   Not An Intersection            Snow     Curve Grade       Drove Off Road
## 1325   Not An Intersection             Dry  Straight Level                Other
## 1326   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 1327   Not An Intersection             Dry     Curve Level     Failure To Yield
## 1328   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1329 Four-Way Intersection             Wet  Straight Level                Other
## 1330   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1331   Not An Intersection             Dry  Straight Level        Improper Turn
## 1332   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1333   Not An Intersection             Dry  Straight Level                Other
## 1334   Not An Intersection             Dry  Straight Level                Other
## 1335 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1336   Not An Intersection             Dry  Straight Level        Improper Turn
## 1337   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1338   Not An Intersection             Dry  Straight Level        Improper Turn
## 1339   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 1340   Not An Intersection             Wet  Straight Level                Other
## 1341   Not An Intersection             Wet  Straight Level        Improper Turn
## 1342 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1343   Not An Intersection             Dry  Straight Level        Improper Turn
## 1344   Not An Intersection             Dry  Straight Level                Other
## 1345   Not An Intersection             Dry  Straight Level                Other
## 1346   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1347   Not An Intersection             Dry  Straight Level        Improper Turn
## 1348        T-Intersection             Wet     Curve Grade     Failure To Yield
## 1349   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1350   Not An Intersection             Dry  Straight Level        Improper Turn
## 1351   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 1352   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1353   Not An Intersection             Dry  Straight Level        Improper Turn
## 1354        T-Intersection             Dry  Straight Level        Improper Turn
## 1355   Not An Intersection             Dry     Curve Level       Drove Off Road
## 1356   Not An Intersection             Dry  Straight Level        Improper Turn
## 1357   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1358   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1359   Not An Intersection             Dry     Curve Level       Drove Off Road
## 1360 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1361 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1362 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1363   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1364   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1365   Not An Intersection             Dry  Straight Level        Improper Turn
## 1366 Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 1367        T-Intersection             Dry  Straight Grade     Failure To Yield
## 1368   Not An Intersection             Dry  Straight Level        Improper Turn
## 1369 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1370   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1371        T-Intersection             Dry  Straight Level        Improper Turn
## 1372   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1373                 Other             Dry  Straight Level        Improper Turn
## 1374   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1375   Not An Intersection             Dry  Straight Grade                Other
## 1376        T-Intersection             Dry  Straight Level       Drove Off Road
## 1377   Not An Intersection             Dry  Straight Level                Other
## 1378   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1379   Not An Intersection             Dry  Straight Level        Improper Turn
## 1380   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1381   Not An Intersection             Dry  Straight Level                Other
## 1382        T-Intersection             Dry  Straight Level        Improper Turn
## 1383        T-Intersection             Dry  Straight Level        Improper Turn
## 1384        T-Intersection             Dry  Straight Grade     Failure To Yield
## 1385   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1386   Not An Intersection             Dry  Straight Level                Other
## 1387 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1388 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1389   Not An Intersection             Dry  Straight Grade                Other
## 1390   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1391 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1392 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 1393   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1394   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1395   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1396   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1397                 Other             Wet  Straight Level     Failure To Yield
## 1398   Not An Intersection Other / Unknown  Straight Level     Failure To Yield
## 1399   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1400        T-Intersection             Dry  Straight Grade        Improper Turn
## 1401   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1402   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1403 Four-Way Intersection             Dry  Straight Level                Other
## 1404   Not An Intersection             Dry  Straight Level        Improper Turn
## 1405   Not An Intersection             Dry  Straight Level        Improper Turn
## 1406   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1407   Not An Intersection             Dry  Straight Level                Other
## 1408   Not An Intersection             Dry  Straight Grade                Other
## 1409   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 1410   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1411   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1412   Not An Intersection             Dry  Straight Level                Other
## 1413   Not An Intersection             Wet  Straight Grade     Failure To Yield
## 1414   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1415        T-Intersection             Dry  Straight Level Improper Lane Change
## 1416   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1417   Not An Intersection             Dry  Straight Grade                Other
## 1418   Not An Intersection             Dry  Straight Level                Other
## 1419   Not An Intersection             Dry  Straight Level                Other
## 1420   Not An Intersection             Wet  Straight Level        Improper Turn
## 1421   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1422   Not An Intersection             Dry  Straight Level                Other
## 1423        T-Intersection             Wet  Straight Level     Failure To Yield
## 1424 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 1425   Not An Intersection             Wet  Straight Level        Improper Turn
## 1426   Not An Intersection             Dry  Straight Level        Improper Turn
## 1427   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1428   Not An Intersection             Dry     Curve Grade                Other
## 1429   Not An Intersection             Dry  Straight Level                Other
## 1430   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1431   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1432 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1433   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1434        T-Intersection             Dry  Straight Level        Improper Turn
## 1435   Not An Intersection             Wet  Straight Level                Other
## 1436   Not An Intersection             Dry  Straight Level        Improper Turn
## 1437   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1438   Not An Intersection             Dry  Straight Level        Improper Turn
## 1439   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1440 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1441   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1442   Not An Intersection             Dry  Straight Level        Improper Turn
## 1443 Four-Way Intersection             Dry  Straight Grade                Other
## 1444 Four-Way Intersection             Dry  Straight Level                Other
## 1445   Not An Intersection             Dry  Straight Level        Improper Turn
## 1446 Four-Way Intersection             Dry  Straight Level       Drove Off Road
## 1447 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1448 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1449   Not An Intersection             Dry  Straight Level                Other
## 1450   Not An Intersection             Wet  Straight Level        Improper Turn
## 1451   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1452   Not An Intersection             Dry  Straight Level                Other
## 1453   Not An Intersection             Dry  Straight Level        Improper Turn
## 1454   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1455   Not An Intersection             Dry  Straight Level                Other
## 1456                 Other             Dry  Straight Level     Failure To Yield
## 1457   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1458   Not An Intersection             Dry  Straight Level                Other
## 1459   Not An Intersection             Dry  Straight Level                Other
## 1460 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1461 Four-Way Intersection             Wet  Straight Grade     Failure To Yield
## 1462   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1463        T-Intersection             Dry  Straight Level        Improper Turn
## 1464   Not An Intersection             Wet  Straight Level                Other
## 1465   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1466 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1467 Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 1468   Not An Intersection             Dry  Straight Level                Other
## 1469                 Other            Snow  Straight Level                Other
## 1470        T-Intersection             Dry  Straight Level        Improper Turn
## 1471 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1472   Not An Intersection             Dry  Straight Level        Improper Turn
## 1473   Not An Intersection            Snow     Curve Grade        Improper Turn
## 1474   Not An Intersection             Dry  Straight Level        Improper Turn
## 1475   Not An Intersection             Wet  Straight Level        Improper Turn
## 1476   Not An Intersection             Dry  Straight Level                Other
## 1477   Not An Intersection             Dry  Straight Level        Improper Turn
## 1478   Not An Intersection             Wet  Straight Level        Improper Turn
## 1479   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1480        T-Intersection             Dry  Straight Level                Other
## 1481   Not An Intersection             Dry  Straight Level                Other
## 1482   Not An Intersection             Dry  Straight Level        Improper Turn
## 1483   Not An Intersection             Dry  Straight Level                Other
## 1484 Four-Way Intersection             Wet  Straight Level                Other
## 1485   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 1486   Not An Intersection             Dry     Curve Grade                Other
## 1487   Not An Intersection            Snow  Straight Level       Drove Off Road
## 1488                 Other             Wet  Straight Level                Other
## 1489 Four-Way Intersection             Wet     Curve Level        Improper Turn
## 1490   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1491   Not An Intersection             Wet  Straight Level        Improper Turn
## 1492   Not An Intersection             Dry  Straight Level        Improper Turn
## 1493        T-Intersection            Snow  Straight Level     Failure To Yield
## 1494   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1495   Not An Intersection             Dry  Straight Level                Other
## 1496   Not An Intersection             Dry  Straight Level        Improper Turn
## 1497        T-Intersection             Wet  Straight Level     Failure To Yield
## 1498   Not An Intersection             Wet  Straight Level        Improper Turn
## 1499 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1500   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1501   Not An Intersection             Dry  Straight Level                Other
## 1502        T-Intersection             Dry  Straight Level     Failure To Yield
## 1503   Not An Intersection             Wet     Curve Grade        Improper Turn
## 1504   Not An Intersection             Dry  Straight Level                Other
## 1505   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1506                 Other            Snow  Straight Level     Failure To Yield
## 1507 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1508 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1509   Not An Intersection             Dry  Straight Level                Other
## 1510   Not An Intersection             Dry Other / Unknown        Improper Turn
## 1511   Not An Intersection             Dry  Straight Level        Improper Turn
## 1512   Not An Intersection             Wet     Curve Grade        Improper Turn
## 1513   Not An Intersection             Dry  Straight Level        Improper Turn
## 1514   Not An Intersection             Dry  Straight Level                Other
## 1515   Not An Intersection            Snow     Curve Level        Improper Turn
## 1516 Four-Way Intersection            Snow  Straight Level                Other
## 1517        T-Intersection             Dry  Straight Level                Other
## 1518        T-Intersection             Dry  Straight Level                Other
## 1519   Not An Intersection             Dry  Straight Level        Improper Turn
## 1520   Not An Intersection             Dry  Straight Level                Other
## 1521   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1522   Not An Intersection             Dry  Straight Level        Improper Turn
## 1523   Not An Intersection             Wet     Curve Level        Improper Turn
## 1524 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1525   Not An Intersection             Dry  Straight Level        Improper Turn
## 1526   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1527 Four-Way Intersection            Snow  Straight Level        Improper Turn
## 1528 Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 1529   Not An Intersection             Dry  Straight Level                Other
## 1530   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 1531   Not An Intersection             Dry  Straight Level        Improper Turn
## 1532   Not An Intersection             Wet  Straight Level        Improper Turn
## 1533        T-Intersection             Wet  Straight Level       Drove Off Road
## 1534   Not An Intersection             Dry  Straight Level        Improper Turn
## 1535   Not An Intersection             Dry  Straight Level                Other
## 1536 Four-Way Intersection             Wet  Straight Level Improper Lane Change
## 1537   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1538   Not An Intersection             Dry  Straight Level        Improper Turn
## 1539   Not An Intersection             Dry  Straight Level                Other
## 1540   Not An Intersection             Dry  Straight Level        Improper Turn
## 1541   Not An Intersection             Dry  Straight Level                Other
## 1542   Not An Intersection             Dry  Straight Level        Improper Turn
## 1543   Not An Intersection             Wet  Straight Level                Other
## 1544 Four-Way Intersection             Dry  Straight Level                Other
## 1545   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1546   Not An Intersection             Dry  Straight Level        Improper Turn
## 1547   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1548   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1549                 Other             Dry     Curve Level        Improper Turn
## 1550   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1551        T-Intersection             Dry  Straight Level        Improper Turn
## 1552   Not An Intersection             Dry  Straight Level        Improper Turn
## 1553   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1554        T-Intersection             Wet  Straight Grade        Improper Turn
## 1555   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1556 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1557   Not An Intersection             Dry  Straight Level                Other
## 1558 Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 1559   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1560   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1561   Not An Intersection             Dry  Straight Level        Improper Turn
## 1562        T-Intersection             Dry     Curve Level        Improper Turn
## 1563        T-Intersection             Dry  Straight Level        Improper Turn
## 1564 Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 1565   Not An Intersection             Dry  Straight Level        Improper Turn
## 1566 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1567   Not An Intersection             Dry  Straight Level                Other
## 1568   Not An Intersection             Dry  Straight Level                Other
## 1569 Four-Way Intersection             Dry  Straight Level                Other
## 1570   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1571   Not An Intersection             Wet  Straight Level        Improper Turn
## 1572   Not An Intersection             Dry  Straight Level        Improper Turn
## 1573   Not An Intersection             Wet  Straight Level                Other
## 1574   Not An Intersection             Dry  Straight Level        Improper Turn
## 1575   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1576   Not An Intersection             Wet  Straight Level        Improper Turn
## 1577   Not An Intersection             Dry  Straight Level                Other
## 1578   Not An Intersection             Dry  Straight Level                Other
## 1579   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1580   Not An Intersection Other / Unknown Other / Unknown                Other
## 1581   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1582 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1583   Not An Intersection             Dry  Straight Level                Other
## 1584   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1585   Not An Intersection             Dry  Straight Level        Improper Turn
## 1586   Not An Intersection             Dry  Straight Level                Other
## 1587   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1588   Not An Intersection             Dry  Straight Level        Improper Turn
## 1589   Not An Intersection             Dry  Straight Level        Improper Turn
## 1590   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1591   Not An Intersection             Dry  Straight Level        Improper Turn
## 1592   Not An Intersection             Dry  Straight Level        Improper Turn
## 1593   Not An Intersection             Dry  Straight Level        Improper Turn
## 1594   Not An Intersection             Dry  Straight Level                Other
## 1595   Not An Intersection             Dry  Straight Grade                Other
## 1596   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1597   Not An Intersection             Dry  Straight Level                Other
## 1598   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1599   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1600                 Other             Dry  Straight Level                Other
## 1601   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 1602   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1603   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1604   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1605   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1606   Not An Intersection             Dry  Straight Level        Improper Turn
## 1607   Not An Intersection             Dry  Straight Level        Improper Turn
## 1608   Not An Intersection             Dry  Straight Level        Improper Turn
## 1609   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1610   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1611   Not An Intersection             Wet  Straight Grade     Failure To Yield
## 1612   Not An Intersection             Dry  Straight Level                Other
## 1613   Not An Intersection             Dry  Straight Level        Improper Turn
## 1614 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1615   Not An Intersection             Dry  Straight Level        Improper Turn
## 1616   Not An Intersection             Dry  Straight Level                Other
## 1617 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1618   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1619   Not An Intersection             Dry  Straight Level                Other
## 1620 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1621   Not An Intersection             Dry  Straight Level        Improper Turn
## 1622        T-Intersection             Dry  Straight Level        Improper Turn
## 1623   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1624   Not An Intersection             Dry  Straight Level                Other
## 1625   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1626   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1627                 Other             Dry  Straight Level        Improper Turn
## 1628                 Other             Dry  Straight Level        Improper Turn
## 1629   Not An Intersection             Dry     Curve Level        Improper Turn
## 1630                 Other             Wet  Straight Grade        Improper Turn
## 1631   Not An Intersection             Dry  Straight Level        Improper Turn
## 1632   Not An Intersection             Dry  Straight Level        Improper Turn
## 1633        T-Intersection             Dry  Straight Level        Improper Turn
## 1634   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1635   Not An Intersection             Dry  Straight Level        Improper Turn
## 1636        T-Intersection             Wet  Straight Level                Other
## 1637   Not An Intersection             Dry  Straight Level        Improper Turn
## 1638   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1639   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1640        T-Intersection             Dry     Curve Grade     Failure To Yield
## 1641   Not An Intersection             Dry  Straight Level        Improper Turn
## 1642 Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 1643   Not An Intersection             Dry  Straight Level                Other
## 1644 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1645   Not An Intersection             Dry  Straight Level                Other
## 1646   Not An Intersection Other / Unknown  Straight Level        Improper Turn
## 1647   Not An Intersection             Dry  Straight Level        Improper Turn
## 1648   Not An Intersection             Dry  Straight Level        Improper Turn
## 1649   Not An Intersection             Dry  Straight Level                Other
## 1650   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1651   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1652        T-Intersection             Dry  Straight Level     Failure To Yield
## 1653   Not An Intersection             Dry     Curve Grade                Other
## 1654   Not An Intersection             Dry  Straight Level        Improper Turn
## 1655   Not An Intersection             Dry  Straight Level                Other
## 1656        T-Intersection             Dry  Straight Level        Improper Turn
## 1657   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1658   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1659   Not An Intersection             Dry  Straight Level        Improper Turn
## 1660   Not An Intersection             Dry  Straight Level        Improper Turn
## 1661   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1662   Not An Intersection             Dry  Straight Grade                Other
## 1663   Not An Intersection             Dry  Straight Level                Other
## 1664   Not An Intersection             Dry  Straight Level                Other
## 1665 Four-Way Intersection             Dry  Straight Level                Other
## 1666   Not An Intersection             Dry  Straight Level                Other
## 1667   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1668   Not An Intersection             Wet  Straight Grade                Other
## 1669   Not An Intersection             Dry  Straight Level                Other
## 1670 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1671   Not An Intersection             Dry  Straight Level                Other
## 1672   Not An Intersection             Dry  Straight Grade                Other
## 1673        T-Intersection             Dry  Straight Level     Failure To Yield
## 1674   Not An Intersection             Dry  Straight Level        Improper Turn
## 1675 Four-Way Intersection             Wet  Straight Level                Other
## 1676   Not An Intersection             Dry  Straight Level                Other
## 1677   Not An Intersection             Dry  Straight Level        Improper Turn
## 1678        T-Intersection             Dry  Straight Level                Other
## 1679 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1680   Not An Intersection             Dry  Straight Level        Improper Turn
## 1681        T-Intersection             Dry  Straight Level                Other
## 1682   Not An Intersection             Dry     Curve Level        Improper Turn
## 1683 Four-Way Intersection             Dry  Straight Level                Other
## 1684   Not An Intersection             Dry  Straight Level        Improper Turn
## 1685        T-Intersection             Dry  Straight Grade     Failure To Yield
## 1686 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1687   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1688   Not An Intersection             Dry  Straight Level        Improper Turn
## 1689 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1690   Not An Intersection             Dry  Straight Level        Improper Turn
## 1691   Not An Intersection             Dry  Straight Level                Other
## 1692   Not An Intersection             Dry  Straight Level        Improper Turn
## 1693   Not An Intersection             Dry  Straight Level        Improper Turn
## 1694   Not An Intersection             Wet  Straight Grade     Failure To Yield
## 1695 Four-Way Intersection             Dry  Straight Level                Other
## 1696 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1697   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1698   Not An Intersection             Dry     Curve Level        Improper Turn
## 1699   Not An Intersection             Dry  Straight Level                Other
## 1700        T-Intersection             Dry  Straight Level     Failure To Yield
## 1701   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1702   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1703   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1704        T-Intersection             Dry  Straight Level     Failure To Yield
## 1705   Not An Intersection             Dry  Straight Level                Other
## 1706        T-Intersection             Dry  Straight Level        Improper Turn
## 1707   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1708   Not An Intersection             Dry  Straight Level                Other
## 1709   Not An Intersection             Dry  Straight Level                Other
## 1710        T-Intersection             Dry  Straight Level        Improper Turn
## 1711   Not An Intersection             Dry  Straight Level        Improper Turn
## 1712   Not An Intersection             Dry  Straight Grade                Other
## 1713   Not An Intersection             Dry  Straight Level                Other
## 1714 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1715   Not An Intersection             Wet  Straight Level                Other
## 1716   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1717   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1718   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1719   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1720   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1721   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1722   Not An Intersection             Dry  Straight Level        Improper Turn
## 1723   Not An Intersection             Dry  Straight Level        Improper Turn
## 1724   Not An Intersection             Dry  Straight Level        Improper Turn
## 1725   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1726   Not An Intersection             Dry  Straight Level        Improper Turn
## 1727   Not An Intersection             Dry  Straight Level                Other
## 1728   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1729   Not An Intersection             Dry  Straight Level                Other
## 1730   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1731 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1732                 Other             Dry  Straight Level                Other
## 1733   Not An Intersection             Dry  Straight Level        Improper Turn
## 1734   Not An Intersection             Wet  Straight Level                Other
## 1735 Four-Way Intersection             Dry  Straight Level                Other
## 1736 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1737   Not An Intersection             Dry  Straight Level        Improper Turn
## 1738   Not An Intersection             Wet  Straight Grade     Failure To Yield
## 1739   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1740   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1741   Not An Intersection             Dry  Straight Level        Improper Turn
## 1742   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1743   Not An Intersection             Dry  Straight Level                Other
## 1744   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1745   Not An Intersection             Dry  Straight Level        Improper Turn
## 1746   Not An Intersection             Dry  Straight Level        Improper Turn
## 1747 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1748   Not An Intersection             Dry  Straight Level        Improper Turn
## 1749   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1750   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1751   Not An Intersection             Dry  Straight Level        Improper Turn
## 1752   Not An Intersection             Dry  Straight Level        Improper Turn
## 1753 Four-Way Intersection             Dry  Straight Level                Other
## 1754   Not An Intersection             Dry  Straight Level                Other
## 1755   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1756        T-Intersection             Dry  Straight Level        Improper Turn
## 1757   Not An Intersection             Dry  Straight Level        Improper Turn
## 1758   Not An Intersection             Dry  Straight Level        Improper Turn
## 1759   Not An Intersection             Dry  Straight Level        Improper Turn
## 1760   Not An Intersection             Wet  Straight Grade                Other
## 1761   Not An Intersection             Dry  Straight Grade                Other
## 1762   Not An Intersection             Wet  Straight Grade                Other
## 1763   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 1764   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1765   Not An Intersection             Dry  Straight Level        Improper Turn
## 1766   Not An Intersection             Dry  Straight Level        Improper Turn
## 1767   Not An Intersection             Dry  Straight Level                Other
## 1768 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1769   Not An Intersection             Dry  Straight Level        Improper Turn
## 1770        T-Intersection             Dry  Straight Level                Other
## 1771   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1772   Not An Intersection             Dry  Straight Level                Other
## 1773   Not An Intersection             Wet  Straight Level                Other
## 1774   Not An Intersection             Dry  Straight Level        Improper Turn
## 1775 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1776 Four-Way Intersection             Dry  Straight Level                Other
## 1777   Not An Intersection             Dry  Straight Level                Other
## 1778   Not An Intersection             Dry  Straight Level        Improper Turn
## 1779   Not An Intersection             Dry  Straight Level                Other
## 1780   Not An Intersection             Dry  Straight Level        Improper Turn
## 1781   Not An Intersection             Wet  Straight Level        Improper Turn
## 1782   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1783   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1784   Not An Intersection             Dry  Straight Level        Improper Turn
## 1785   Not An Intersection             Wet  Straight Grade                Other
## 1786   Not An Intersection             Wet  Straight Level        Improper Turn
## 1787   Not An Intersection             Dry  Straight Level        Improper Turn
## 1788 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1789   Not An Intersection             Dry  Straight Level        Improper Turn
## 1790 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1791   Not An Intersection             Dry  Straight Level                Other
## 1792   Not An Intersection            Snow  Straight Level     Failure To Yield
## 1793   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1794   Not An Intersection             Dry  Straight Level                Other
## 1795   Not An Intersection             Dry  Straight Level        Improper Turn
## 1796 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1797 Four-Way Intersection             Dry     Curve Grade Improper Lane Change
## 1798 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1799   Not An Intersection             Dry  Straight Level                Other
## 1800   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1801   Not An Intersection             Dry  Straight Level        Improper Turn
## 1802   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1803 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1804 Four-Way Intersection             Dry  Straight Level                Other
## 1805   Not An Intersection            Snow  Straight Grade        Improper Turn
## 1806        T-Intersection             Dry  Straight Level     Failure To Yield
## 1807 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1808 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1809   Not An Intersection             Dry  Straight Level                Other
## 1810 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 1811   Not An Intersection             Dry  Straight Level                Other
## 1812   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 1813   Not An Intersection             Dry  Straight Level                Other
## 1814   Not An Intersection            Snow  Straight Level                Other
## 1815   Not An Intersection             Wet     Curve Grade       Drove Off Road
## 1816   Not An Intersection             Wet  Straight Level        Improper Turn
## 1817   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1818   Not An Intersection             Wet  Straight Level        Improper Turn
## 1819   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1820   Not An Intersection             Wet  Straight Level        Improper Turn
## 1821   Not An Intersection             Dry     Curve Grade     Failure To Yield
## 1822   Not An Intersection             Wet  Straight Level                Other
## 1823   Not An Intersection             Wet  Straight Level                Other
## 1824 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1825   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1826   Not An Intersection             Dry  Straight Level                Other
## 1827   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1828   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1829   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 1830   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1831   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1832        T-Intersection             Dry  Straight Level        Improper Turn
## 1833   Not An Intersection             Wet  Straight Level        Improper Turn
## 1834        T-Intersection             Dry  Straight Level     Failure To Yield
## 1835   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1836                 Other             Dry  Straight Level        Improper Turn
## 1837 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1838 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1839   Not An Intersection             Dry  Straight Level        Improper Turn
## 1840   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1841   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 1842   Not An Intersection             Dry     Curve Level        Improper Turn
## 1843   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1844   Not An Intersection             Dry  Straight Grade                Other
## 1845   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1846   Not An Intersection             Dry  Straight Grade                Other
## 1847   Not An Intersection             Dry  Straight Level        Improper Turn
## 1848   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1849   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1850   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1851   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1852   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1853   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1854   Not An Intersection             Wet     Curve Level       Drove Off Road
## 1855 Four-Way Intersection             Wet  Straight Grade        Improper Turn
## 1856        T-Intersection             Dry  Straight Level        Improper Turn
## 1857   Not An Intersection             Dry     Curve Grade        Improper Turn
## 1858   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1859   Not An Intersection             Dry  Straight Level        Improper Turn
## 1860   Not An Intersection             Dry     Curve Grade       Drove Off Road
## 1861   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1862 Four-Way Intersection             Dry  Straight Level                Other
## 1863   Not An Intersection             Dry  Straight Level                Other
## 1864   Not An Intersection             Dry  Straight Level        Improper Turn
## 1865   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1866   Not An Intersection             Dry     Curve Level        Improper Turn
## 1867        T-Intersection             Dry  Straight Grade       Drove Off Road
## 1868   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1869   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1870 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1871 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1872   Not An Intersection             Dry  Straight Level        Improper Turn
## 1873 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 1874   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1875   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1876        T-Intersection             Dry  Straight Grade        Improper Turn
## 1877   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1878        T-Intersection             Dry  Straight Level       Drove Off Road
## 1879   Not An Intersection             Dry  Straight Level                Other
## 1880                 Other             Dry  Straight Level       Drove Off Road
## 1881   Not An Intersection             Dry  Straight Level        Improper Turn
## 1882   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1883   Not An Intersection             Dry  Straight Level        Improper Turn
## 1884 Four-Way Intersection             Wet  Straight Level                Other
## 1885                 Other             Dry  Straight Level                Other
## 1886 Four-Way Intersection             Wet  Straight Grade        Improper Turn
## 1887   Not An Intersection             Dry  Straight Level        Improper Turn
## 1888   Not An Intersection             Dry  Straight Level                Other
## 1889   Not An Intersection             Dry  Straight Level        Improper Turn
## 1890   Not An Intersection             Dry  Straight Level        Improper Turn
## 1891   Not An Intersection             Dry  Straight Level        Improper Turn
## 1892   Not An Intersection             Dry     Curve Grade                Other
## 1893   Not An Intersection             Dry  Straight Level        Improper Turn
## 1894   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 1895   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1896   Not An Intersection             Dry  Straight Level                Other
## 1897                 Other             Dry  Straight Level                Other
## 1898 Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 1899   Not An Intersection             Dry  Straight Level                Other
## 1900   Not An Intersection             Dry  Straight Level        Improper Turn
## 1901 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1902   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1903   Not An Intersection             Dry  Straight Level        Improper Turn
## 1904   Not An Intersection             Dry  Straight Level        Improper Turn
## 1905   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1906   Not An Intersection             Dry  Straight Level                Other
## 1907        T-Intersection             Wet  Straight Grade     Failure To Yield
## 1908   Not An Intersection             Dry     Curve Level                Other
## 1909   Not An Intersection             Dry     Curve Level Improper Lane Change
## 1910   Not An Intersection             Dry     Curve Grade       Drove Off Road
## 1911        T-Intersection             Dry  Straight Level       Drove Off Road
## 1912   Not An Intersection             Dry  Straight Grade                Other
## 1913   Not An Intersection             Dry  Straight Level        Improper Turn
## 1914   Not An Intersection             Dry  Straight Level                Other
## 1915   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1916        T-Intersection             Wet  Straight Level        Improper Turn
## 1917 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1918 Four-Way Intersection             Dry  Straight Grade       Drove Off Road
## 1919        T-Intersection             Dry  Straight Level        Improper Turn
## 1920   Not An Intersection             Wet  Straight Level        Improper Turn
## 1921 Four-Way Intersection             Wet  Straight Grade        Improper Turn
## 1922   Not An Intersection            Snow     Curve Grade        Improper Turn
## 1923   Not An Intersection             Dry     Curve Grade                Other
## 1924        T-Intersection             Dry  Straight Level     Failure To Yield
## 1925   Not An Intersection             Dry  Straight Level                Other
## 1926   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1927        T-Intersection             Dry  Straight Level     Failure To Yield
## 1928   Not An Intersection             Dry     Curve Level        Improper Turn
## 1929   Not An Intersection             Dry  Straight Grade                Other
## 1930   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1931   Not An Intersection            Snow     Curve Grade        Improper Turn
## 1932 Four-Way Intersection             Wet  Straight Level                Other
## 1933   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1934   Not An Intersection             Dry  Straight Level        Improper Turn
## 1935   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1936   Not An Intersection             Wet  Straight Grade                Other
## 1937 Four-Way Intersection             Dry  Straight Level                Other
## 1938   Not An Intersection             Dry  Straight Level        Improper Turn
## 1939   Not An Intersection             Wet  Straight Grade        Improper Turn
## 1940        T-Intersection             Dry  Straight Grade        Improper Turn
## 1941   Not An Intersection             Dry  Straight Level                Other
## 1942   Not An Intersection             Wet     Curve Grade     Failure To Yield
## 1943   Not An Intersection             Dry  Straight Level        Improper Turn
## 1944   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1945   Not An Intersection             Dry  Straight Level        Improper Turn
## 1946   Not An Intersection             Wet  Straight Level     Failure To Yield
## 1947        T-Intersection            Snow  Straight Level                Other
## 1948 Four-Way Intersection             Dry  Straight Level                Other
## 1949 Four-Way Intersection             Wet  Straight Level Improper Lane Change
## 1950   Not An Intersection             Dry  Straight Level                Other
## 1951   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1952   Not An Intersection             Dry  Straight Level                Other
## 1953   Not An Intersection             Dry  Straight Level        Improper Turn
## 1954   Not An Intersection             Wet  Straight Level        Improper Turn
## 1955   Not An Intersection             Wet     Curve Level        Improper Turn
## 1956   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1957   Not An Intersection             Wet  Straight Level Improper Lane Change
## 1958        T-Intersection             Dry  Straight Level       Drove Off Road
## 1959   Not An Intersection             Dry  Straight Level     Failure To Yield
## 1960   Not An Intersection             Dry  Straight Level        Improper Turn
## 1961   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 1962 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1963   Not An Intersection             Wet  Straight Level        Improper Turn
## 1964   Not An Intersection             Wet     Curve Level     Failure To Yield
## 1965   Not An Intersection             Wet  Straight Level       Drove Off Road
## 1966   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1967   Not An Intersection             Wet  Straight Level        Improper Turn
## 1968   Not An Intersection             Dry  Straight Level        Improper Turn
## 1969   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1970   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1971   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1972   Not An Intersection             Dry  Straight Level                Other
## 1973 Four-Way Intersection             Dry  Straight Level                Other
## 1974        T-Intersection             Dry  Straight Grade        Improper Turn
## 1975 Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 1976 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 1977   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 1978 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 1979   Not An Intersection             Dry  Straight Level                Other
## 1980   Not An Intersection             Dry  Straight Level        Improper Turn
## 1981   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1982   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1983   Not An Intersection             Dry  Straight Level                Other
## 1984   Not An Intersection             Dry  Straight Level       Drove Off Road
## 1985   Not An Intersection             Dry  Straight Level                Other
## 1986   Not An Intersection             Dry  Straight Level                Other
## 1987        T-Intersection             Dry  Straight Level        Improper Turn
## 1988   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1989        T-Intersection             Dry  Straight Level       Drove Off Road
## 1990   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1991 Four-Way Intersection             Dry  Straight Level                Other
## 1992 Four-Way Intersection             Dry  Straight Level                Other
## 1993   Not An Intersection             Dry  Straight Level Improper Lane Change
## 1994   Not An Intersection             Dry  Straight Level        Improper Turn
## 1995 Four-Way Intersection             Dry     Curve Grade                Other
## 1996 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 1997   Not An Intersection             Dry  Straight Grade        Improper Turn
## 1998   Not An Intersection             Dry  Straight Level        Improper Turn
## 1999   Not An Intersection             Dry  Straight Level        Improper Turn
## 2000 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2001   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2002   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2003   Not An Intersection             Dry  Straight Level                Other
## 2004                 Other             Dry  Straight Level Improper Lane Change
## 2005   Not An Intersection             Dry  Straight Level        Improper Turn
## 2006   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2007                 Other             Dry  Straight Level     Failure To Yield
## 2008 Four-Way Intersection             Dry     Curve Level Improper Lane Change
## 2009   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2010 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 2011   Not An Intersection             Dry  Straight Level                Other
## 2012   Not An Intersection             Dry  Straight Level                Other
## 2013   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2014   Not An Intersection             Wet  Straight Grade                Other
## 2015   Not An Intersection             Dry  Straight Level        Improper Turn
## 2016   Not An Intersection             Dry  Straight Grade                Other
## 2017   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2018   Not An Intersection             Dry  Straight Level        Improper Turn
## 2019   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2020   Not An Intersection             Dry  Straight Level                Other
## 2021        T-Intersection             Wet  Straight Level     Failure To Yield
## 2022        T-Intersection             Dry  Straight Level                Other
## 2023 Four-Way Intersection             Dry  Straight Level                Other
## 2024        T-Intersection             Dry  Straight Level                Other
## 2025   Not An Intersection             Dry  Straight Grade                Other
## 2026        T-Intersection             Dry  Straight Level     Failure To Yield
## 2027        T-Intersection             Dry     Curve Level        Improper Turn
## 2028                 Other             Dry  Straight Level                Other
## 2029        T-Intersection             Dry  Straight Level     Failure To Yield
## 2030   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 2031   Not An Intersection             Dry  Straight Level                Other
## 2032   Not An Intersection             Dry  Straight Level                Other
## 2033   Not An Intersection             Dry  Straight Level                Other
## 2034 Four-Way Intersection             Dry  Straight Level                Other
## 2035 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2036 Four-Way Intersection            Snow  Straight Level        Improper Turn
## 2037   Not An Intersection             Wet  Straight Level        Improper Turn
## 2038   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2039        T-Intersection             Dry  Straight Grade        Improper Turn
## 2040   Not An Intersection             Dry  Straight Level                Other
## 2041   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2042 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 2043   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2044   Not An Intersection             Dry  Straight Level        Improper Turn
## 2045   Not An Intersection             Dry  Straight Level        Improper Turn
## 2046   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2047   Not An Intersection             Dry  Straight Level        Improper Turn
## 2048   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2049   Not An Intersection             Dry  Straight Level                Other
## 2050   Not An Intersection             Wet  Straight Level                Other
## 2051   Not An Intersection             Dry  Straight Level        Improper Turn
## 2052 Four-Way Intersection             Dry  Straight Level                Other
## 2053   Not An Intersection             Dry  Straight Level        Improper Turn
## 2054   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2055        T-Intersection             Dry  Straight Level        Improper Turn
## 2056        T-Intersection             Dry  Straight Grade        Improper Turn
## 2057 Four-Way Intersection             Dry  Straight Grade                Other
## 2058   Not An Intersection             Dry  Straight Level        Improper Turn
## 2059   Not An Intersection             Dry  Straight Level        Improper Turn
## 2060   Not An Intersection             Wet  Straight Grade        Improper Turn
## 2061   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2062   Not An Intersection             Wet  Straight Level                Other
## 2063   Not An Intersection             Dry  Straight Level                Other
## 2064   Not An Intersection             Dry  Straight Level        Improper Turn
## 2065   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2066        T-Intersection             Dry  Straight Level        Improper Turn
## 2067 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2068   Not An Intersection Other / Unknown     Curve Level                Other
## 2069   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2070   Not An Intersection             Dry  Straight Level                Other
## 2071                 Other            Snow  Straight Level       Drove Off Road
## 2072                 Other             Dry  Straight Grade        Improper Turn
## 2073        T-Intersection             Wet  Straight Level     Failure To Yield
## 2074   Not An Intersection             Wet  Straight Level        Improper Turn
## 2075   Not An Intersection             Dry  Straight Level                Other
## 2076                 Other            Snow  Straight Level                Other
## 2077   Not An Intersection             Dry  Straight Level                Other
## 2078        T-Intersection             Dry  Straight Level        Improper Turn
## 2079   Not An Intersection             Wet  Straight Level                Other
## 2080 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2081   Not An Intersection             Wet  Straight Level                Other
## 2082   Not An Intersection             Dry     Curve Level        Improper Turn
## 2083        T-Intersection             Dry  Straight Grade        Improper Turn
## 2084   Not An Intersection             Dry  Straight Level        Improper Turn
## 2085 Four-Way Intersection             Dry  Straight Level                Other
## 2086   Not An Intersection             Wet  Straight Level                Other
## 2087   Not An Intersection             Wet  Straight Level        Improper Turn
## 2088   Not An Intersection             Wet  Straight Level        Improper Turn
## 2089   Not An Intersection             Wet  Straight Grade        Improper Turn
## 2090   Not An Intersection             Dry     Curve Level                Other
## 2091   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2092   Not An Intersection             Dry  Straight Level                Other
## 2093   Not An Intersection            Snow  Straight Level       Drove Off Road
## 2094   Not An Intersection            Snow  Straight Grade        Improper Turn
## 2095   Not An Intersection             Dry     Curve Grade Improper Lane Change
## 2096   Not An Intersection Other / Unknown  Straight Level        Improper Turn
## 2097 Four-Way Intersection            Snow  Straight Level     Failure To Yield
## 2098   Not An Intersection             Wet  Straight Level        Improper Turn
## 2099 Four-Way Intersection             Wet  Straight Level                Other
## 2100   Not An Intersection             Dry  Straight Grade                Other
## 2101   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2102   Not An Intersection             Dry  Straight Level        Improper Turn
## 2103   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2104   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2105        T-Intersection             Wet  Straight Level       Drove Off Road
## 2106                 Other             Dry  Straight Level                Other
## 2107 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2108   Not An Intersection             Dry  Straight Level        Improper Turn
## 2109   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2110   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2111   Not An Intersection             Dry  Straight Level        Improper Turn
## 2112   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2113        T-Intersection             Dry  Straight Level        Improper Turn
## 2114   Not An Intersection             Dry  Straight Level                Other
## 2115   Not An Intersection             Dry  Straight Level        Improper Turn
## 2116   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2117   Not An Intersection             Wet  Straight Grade                Other
## 2118   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2119   Not An Intersection             Dry  Straight Level        Improper Turn
## 2120   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2121 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2122   Not An Intersection             Dry  Straight Level                Other
## 2123   Not An Intersection             Dry  Straight Level                Other
## 2124   Not An Intersection             Dry  Straight Level                Other
## 2125 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2126   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2127   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2128 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2129   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2130   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2131   Not An Intersection             Dry  Straight Level        Improper Turn
## 2132        T-Intersection             Dry  Straight Grade     Failure To Yield
## 2133   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2134   Not An Intersection             Dry  Straight Grade                Other
## 2135   Not An Intersection             Dry  Straight Level        Improper Turn
## 2136   Not An Intersection             Dry  Straight Level        Improper Turn
## 2137   Not An Intersection             Wet  Straight Level        Improper Turn
## 2138   Not An Intersection             Dry  Straight Level        Improper Turn
## 2139   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2140 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 2141                 Other             Dry  Straight Level        Improper Turn
## 2142 Four-Way Intersection             Dry  Straight Level                Other
## 2143   Not An Intersection             Dry  Straight Level        Improper Turn
## 2144        T-Intersection             Dry  Straight Level     Failure To Yield
## 2145 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2146                 Other             Dry  Straight Level        Improper Turn
## 2147   Not An Intersection             Dry  Straight Level                Other
## 2148   Not An Intersection             Dry  Straight Level        Improper Turn
## 2149   Not An Intersection             Dry  Straight Level        Improper Turn
## 2150   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2151   Not An Intersection             Dry  Straight Level        Improper Turn
## 2152   Not An Intersection             Dry  Straight Level                Other
## 2153   Not An Intersection             Dry  Straight Level                Other
## 2154   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2155   Not An Intersection             Dry  Straight Grade                Other
## 2156                 Other             Dry  Straight Level       Drove Off Road
## 2157 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2158   Not An Intersection             Dry  Straight Level        Improper Turn
## 2159   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 2160   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2161   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2162   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2163   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2164   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2165   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2166 Four-Way Intersection             Dry  Straight Level                Other
## 2167        T-Intersection             Dry  Straight Level        Improper Turn
## 2168        T-Intersection             Dry  Straight Grade        Improper Turn
## 2169   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2170   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2171   Not An Intersection             Dry  Straight Level                Other
## 2172   Not An Intersection             Dry  Straight Level        Improper Turn
## 2173   Not An Intersection             Dry     Curve Grade                Other
## 2174   Not An Intersection             Dry  Straight Level        Improper Turn
## 2175   Not An Intersection             Dry  Straight Level        Improper Turn
## 2176   Not An Intersection             Wet  Straight Grade        Improper Turn
## 2177   Not An Intersection             Wet  Straight Level Improper Lane Change
## 2178   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2179   Not An Intersection             Dry  Straight Level                Other
## 2180   Not An Intersection             Wet     Curve Level        Improper Turn
## 2181 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 2182                 Other             Dry  Straight Level                Other
## 2183        T-Intersection             Dry  Straight Level     Failure To Yield
## 2184   Not An Intersection             Dry  Straight Level        Improper Turn
## 2185        T-Intersection             Dry  Straight Level        Improper Turn
## 2186   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2187   Not An Intersection             Dry  Straight Grade                Other
## 2188 Four-Way Intersection             Dry  Straight Level                Other
## 2189   Not An Intersection             Dry  Straight Level                Other
## 2190   Not An Intersection             Dry  Straight Level        Improper Turn
## 2191        T-Intersection             Dry     Curve Level                Other
## 2192   Not An Intersection             Dry  Straight Level        Improper Turn
## 2193   Not An Intersection             Dry  Straight Level        Improper Turn
## 2194   Not An Intersection             Dry  Straight Level        Improper Turn
## 2195        T-Intersection             Dry  Straight Level        Improper Turn
## 2196   Not An Intersection             Dry     Curve Level       Drove Off Road
## 2197   Not An Intersection             Dry  Straight Level        Improper Turn
## 2198   Not An Intersection             Wet  Straight Level        Improper Turn
## 2199                 Other             Wet  Straight Grade                Other
## 2200   Not An Intersection             Dry  Straight Level        Improper Turn
## 2201 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2202   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2203        T-Intersection             Dry  Straight Level     Failure To Yield
## 2204   Not An Intersection             Wet  Straight Level        Improper Turn
## 2205 Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 2206   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2207                 Other             Dry     Curve Level        Improper Turn
## 2208   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2209   Not An Intersection             Dry  Straight Level                Other
## 2210        T-Intersection             Dry  Straight Level        Improper Turn
## 2211 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2212   Not An Intersection             Dry  Straight Level                Other
## 2213   Not An Intersection             Dry  Straight Level                Other
## 2214   Not An Intersection             Dry  Straight Level        Improper Turn
## 2215   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2216   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2217   Not An Intersection             Dry  Straight Level        Improper Turn
## 2218 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2219   Not An Intersection             Dry  Straight Level        Improper Turn
## 2220   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2221   Not An Intersection             Dry  Straight Level                Other
## 2222        T-Intersection             Dry  Straight Level        Improper Turn
## 2223   Not An Intersection             Dry  Straight Level                Other
## 2224   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2225   Not An Intersection             Wet  Straight Level Improper Lane Change
## 2226   Not An Intersection             Dry  Straight Level        Improper Turn
## 2227   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2228   Not An Intersection             Dry  Straight Level                Other
## 2229        T-Intersection             Dry  Straight Level        Improper Turn
## 2230   Not An Intersection             Dry  Straight Level        Improper Turn
## 2231   Not An Intersection             Wet  Straight Level        Improper Turn
## 2232   Not An Intersection             Dry  Straight Level                Other
## 2233   Not An Intersection             Dry  Straight Level        Improper Turn
## 2234   Not An Intersection             Wet  Straight Level        Improper Turn
## 2235   Not An Intersection             Dry  Straight Level        Improper Turn
## 2236   Not An Intersection             Dry  Straight Level        Improper Turn
## 2237   Not An Intersection             Dry  Straight Level        Improper Turn
## 2238   Not An Intersection             Dry  Straight Level        Improper Turn
## 2239   Not An Intersection             Dry  Straight Level        Improper Turn
## 2240   Not An Intersection             Dry  Straight Level        Improper Turn
## 2241   Not An Intersection             Dry  Straight Level                Other
## 2242 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2243 Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 2244   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2245                 Other             Dry     Curve Grade       Drove Off Road
## 2246 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2247   Not An Intersection             Wet  Straight Level        Improper Turn
## 2248   Not An Intersection             Dry  Straight Grade                Other
## 2249   Not An Intersection             Dry  Straight Level        Improper Turn
## 2250   Not An Intersection             Dry  Straight Level        Improper Turn
## 2251   Not An Intersection             Dry  Straight Level        Improper Turn
## 2252                 Other             Dry  Straight Level        Improper Turn
## 2253   Not An Intersection             Wet  Straight Level                Other
## 2254   Not An Intersection             Dry  Straight Level        Improper Turn
## 2255   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2256   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2257   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2258   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2259   Not An Intersection             Dry  Straight Level        Improper Turn
## 2260   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2261   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2262                 Other             Dry  Straight Level       Drove Off Road
## 2263   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2264   Not An Intersection             Wet  Straight Level        Improper Turn
## 2265   Not An Intersection             Dry     Curve Level Improper Lane Change
## 2266   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2267   Not An Intersection             Dry  Straight Level        Improper Turn
## 2268        T-Intersection             Dry  Straight Level                Other
## 2269   Not An Intersection             Wet  Straight Grade                Other
## 2270   Not An Intersection             Dry  Straight Level        Improper Turn
## 2271   Not An Intersection             Wet  Straight Grade        Improper Turn
## 2272 Four-Way Intersection             Dry  Straight Level Improper Lane Change
## 2273 Four-Way Intersection             Wet  Straight Level                Other
## 2274   Not An Intersection             Dry  Straight Grade                Other
## 2275   Not An Intersection             Dry  Straight Level        Improper Turn
## 2276 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2277   Not An Intersection             Dry  Straight Level                Other
## 2278   Not An Intersection             Dry  Straight Level                Other
## 2279   Not An Intersection             Dry  Straight Level        Improper Turn
## 2280        T-Intersection             Dry  Straight Level        Improper Turn
## 2281   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2282   Not An Intersection             Dry  Straight Level                Other
## 2283   Not An Intersection             Dry  Straight Level        Improper Turn
## 2284   Not An Intersection             Dry  Straight Level                Other
## 2285   Not An Intersection             Dry  Straight Level        Improper Turn
## 2286   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2287 Four-Way Intersection             Dry  Straight Level                Other
## 2288   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2289   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2290   Not An Intersection             Dry  Straight Level                Other
## 2291        T-Intersection             Dry  Straight Level                Other
## 2292   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 2293        T-Intersection             Dry  Straight Level     Failure To Yield
## 2294   Not An Intersection             Dry  Straight Grade                Other
## 2295   Not An Intersection             Dry  Straight Level        Improper Turn
## 2296   Not An Intersection             Dry  Straight Level        Improper Turn
## 2297   Not An Intersection             Dry  Straight Grade                Other
## 2298   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2299   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2300   Not An Intersection             Dry  Straight Level                Other
## 2301   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2302   Not An Intersection             Dry  Straight Level        Improper Turn
## 2303   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2304        T-Intersection             Dry  Straight Level        Improper Turn
## 2305   Not An Intersection             Dry  Straight Level        Improper Turn
## 2306   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2307   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2308   Not An Intersection             Dry  Straight Level                Other
## 2309   Not An Intersection             Dry     Curve Grade                Other
## 2310 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2311   Not An Intersection             Dry  Straight Level        Improper Turn
## 2312   Not An Intersection             Dry  Straight Level                Other
## 2313 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2314                 Other             Dry  Straight Level                Other
## 2315 Four-Way Intersection             Dry  Straight Grade                Other
## 2316   Not An Intersection             Wet     Curve Level                Other
## 2317   Not An Intersection             Dry  Straight Level        Improper Turn
## 2318   Not An Intersection             Dry  Straight Level        Improper Turn
## 2319 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2320   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2321   Not An Intersection             Dry  Straight Level        Improper Turn
## 2322 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2323   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2324   Not An Intersection             Dry  Straight Level                Other
## 2325   Not An Intersection             Dry  Straight Level        Improper Turn
## 2326   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2327   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2328 Four-Way Intersection             Dry  Straight Level                Other
## 2329   Not An Intersection             Dry  Straight Level                Other
## 2330   Not An Intersection             Dry  Straight Level        Improper Turn
## 2331 Four-Way Intersection             Dry  Straight Level                Other
## 2332   Not An Intersection             Dry  Straight Level                Other
## 2333 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2334   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2335                 Other             Dry  Straight Level        Improper Turn
## 2336   Not An Intersection             Dry  Straight Grade                Other
## 2337   Not An Intersection             Dry  Straight Level                Other
## 2338   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2339   Not An Intersection             Dry  Straight Level                Other
## 2340   Not An Intersection             Dry  Straight Level        Improper Turn
## 2341   Not An Intersection             Dry  Straight Level                Other
## 2342   Not An Intersection             Dry  Straight Level                Other
## 2343   Not An Intersection             Dry  Straight Level                Other
## 2344   Not An Intersection             Dry  Straight Level        Improper Turn
## 2345   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2346   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2347   Not An Intersection             Dry  Straight Level        Improper Turn
## 2348   Not An Intersection             Dry  Straight Level        Improper Turn
## 2349   Not An Intersection             Dry  Straight Level                Other
## 2350 Four-Way Intersection             Dry     Curve Grade Improper Lane Change
## 2351        T-Intersection             Dry  Straight Level Improper Lane Change
## 2352   Not An Intersection             Dry  Straight Level        Improper Turn
## 2353   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2354   Not An Intersection             Dry  Straight Level        Improper Turn
## 2355   Not An Intersection             Dry  Straight Level                Other
## 2356                 Other             Dry  Straight Level     Failure To Yield
## 2357   Not An Intersection             Dry  Straight Level        Improper Turn
## 2358   Not An Intersection             Dry     Curve Grade                Other
## 2359        T-Intersection             Dry  Straight Level     Failure To Yield
## 2360   Not An Intersection             Dry  Straight Level                Other
## 2361   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2362        T-Intersection             Dry  Straight Level        Improper Turn
## 2363 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 2364   Not An Intersection             Dry  Straight Level                Other
## 2365   Not An Intersection             Dry  Straight Level        Improper Turn
## 2366        T-Intersection             Dry  Straight Level        Improper Turn
## 2367   Not An Intersection             Wet  Straight Level        Improper Turn
## 2368   Not An Intersection             Dry  Straight Level                Other
## 2369   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 2370   Not An Intersection             Dry  Straight Level                Other
## 2371 Four-Way Intersection             Dry  Straight Level                Other
## 2372   Not An Intersection             Wet  Straight Level        Improper Turn
## 2373   Not An Intersection             Wet  Straight Level                Other
## 2374   Not An Intersection             Dry  Straight Level                Other
## 2375   Not An Intersection             Dry  Straight Level                Other
## 2376   Not An Intersection             Dry  Straight Level        Improper Turn
## 2377   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2378 Four-Way Intersection             Dry  Straight Level                Other
## 2379 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2380   Not An Intersection             Dry     Curve Level                Other
## 2381   Not An Intersection             Dry  Straight Level        Improper Turn
## 2382   Not An Intersection             Dry  Straight Level        Improper Turn
## 2383   Not An Intersection             Wet     Curve Level        Improper Turn
## 2384 Four-Way Intersection             Dry     Curve Level        Improper Turn
## 2385        T-Intersection             Dry  Straight Level     Failure To Yield
## 2386   Not An Intersection             Dry  Straight Level                Other
## 2387 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2388   Not An Intersection             Dry  Straight Level        Improper Turn
## 2389   Not An Intersection             Dry  Straight Level        Improper Turn
## 2390   Not An Intersection             Dry  Straight Level        Improper Turn
## 2391   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 2392 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2393   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2394 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2395   Not An Intersection             Wet     Curve Level                Other
## 2396   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2397 Four-Way Intersection             Dry  Straight Level                Other
## 2398   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2399   Not An Intersection             Dry  Straight Level        Improper Turn
## 2400   Not An Intersection             Dry  Straight Level                Other
## 2401   Not An Intersection             Dry  Straight Level                Other
## 2402 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 2403 Four-Way Intersection             Dry  Straight Level                Other
## 2404   Not An Intersection             Dry  Straight Level                Other
## 2405   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2406   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2407   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2408 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2409        T-Intersection             Dry  Straight Level        Improper Turn
## 2410   Not An Intersection             Wet  Straight Level                Other
## 2411   Not An Intersection             Dry  Straight Level        Improper Turn
## 2412 Four-Way Intersection             Wet  Straight Level                Other
## 2413   Not An Intersection             Dry  Straight Level        Improper Turn
## 2414   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2415 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2416 Four-Way Intersection             Dry  Straight Grade     Failure To Yield
## 2417   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2418 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2419   Not An Intersection             Wet  Straight Level                Other
## 2420        T-Intersection             Wet  Straight Level        Improper Turn
## 2421   Not An Intersection             Wet  Straight Level                Other
## 2422   Not An Intersection             Wet  Straight Level        Improper Turn
## 2423   Not An Intersection             Wet  Straight Level        Improper Turn
## 2424   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 2425        T-Intersection             Dry  Straight Grade                Other
## 2426   Not An Intersection             Dry  Straight Level        Improper Turn
## 2427 Four-Way Intersection             Wet  Straight Level                Other
## 2428 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2429   Not An Intersection             Dry  Straight Level        Improper Turn
## 2430   Not An Intersection             Wet  Straight Level        Improper Turn
## 2431   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2432 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2433   Not An Intersection             Dry  Straight Level        Improper Turn
## 2434   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2435 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2436   Not An Intersection             Dry  Straight Level        Improper Turn
## 2437   Not An Intersection             Dry  Straight Level                Other
## 2438   Not An Intersection             Dry  Straight Level        Improper Turn
## 2439   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2440 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2441   Not An Intersection             Wet  Straight Level        Improper Turn
## 2442   Not An Intersection             Wet  Straight Level                Other
## 2443   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2444 Four-Way Intersection             Dry  Straight Level                Other
## 2445   Not An Intersection             Dry  Straight Level        Improper Turn
## 2446   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2447   Not An Intersection             Wet  Straight Level        Improper Turn
## 2448   Not An Intersection             Dry  Straight Level                Other
## 2449        T-Intersection             Dry  Straight Grade        Improper Turn
## 2450   Not An Intersection             Dry  Straight Level        Improper Turn
## 2451   Not An Intersection             Dry  Straight Level        Improper Turn
## 2452   Not An Intersection             Dry  Straight Level        Improper Turn
## 2453   Not An Intersection             Dry  Straight Level        Improper Turn
## 2454 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2455   Not An Intersection             Dry  Straight Level        Improper Turn
## 2456   Not An Intersection             Dry  Straight Level        Improper Turn
## 2457   Not An Intersection             Dry  Straight Level        Improper Turn
## 2458   Not An Intersection             Dry  Straight Level                Other
## 2459   Not An Intersection             Wet  Straight Level        Improper Turn
## 2460   Not An Intersection             Dry  Straight Level                Other
## 2461        T-Intersection             Dry  Straight Level        Improper Turn
## 2462   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2463   Not An Intersection             Dry     Curve Level        Improper Turn
## 2464   Not An Intersection             Dry  Straight Level        Improper Turn
## 2465   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2466   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2467   Not An Intersection             Wet  Straight Level        Improper Turn
## 2468   Not An Intersection             Dry  Straight Level        Improper Turn
## 2469   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2470   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2471 Four-Way Intersection             Wet  Straight Level                Other
## 2472                 Other             Wet  Straight Grade     Failure To Yield
## 2473   Not An Intersection             Dry  Straight Level        Improper Turn
## 2474   Not An Intersection             Dry  Straight Level        Improper Turn
## 2475   Not An Intersection             Dry  Straight Level                Other
## 2476   Not An Intersection            Snow  Straight Level                Other
## 2477   Not An Intersection             Dry  Straight Level        Improper Turn
## 2478   Not An Intersection             Dry  Straight Level                Other
## 2479 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2480 Four-Way Intersection             Wet  Straight Level     Failure To Yield
## 2481   Not An Intersection             Dry  Straight Level        Improper Turn
## 2482   Not An Intersection             Wet  Straight Level        Improper Turn
## 2483   Not An Intersection             Dry  Straight Level        Improper Turn
## 2484   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2485   Not An Intersection             Dry  Straight Level        Improper Turn
## 2486   Not An Intersection             Dry  Straight Level        Improper Turn
## 2487   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2488   Not An Intersection             Dry  Straight Level        Improper Turn
## 2489   Not An Intersection             Dry  Straight Level                Other
## 2490   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2491   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2492   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2493        T-Intersection             Wet  Straight Level        Improper Turn
## 2494        T-Intersection             Dry  Straight Level        Improper Turn
## 2495   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2496   Not An Intersection             Dry  Straight Level        Improper Turn
## 2497   Not An Intersection             Dry  Straight Level        Improper Turn
## 2498   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2499   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2500   Not An Intersection            Snow  Straight Level                Other
## 2501   Not An Intersection             Wet  Straight Level        Improper Turn
## 2502   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2503   Not An Intersection             Dry  Straight Level        Improper Turn
## 2504        T-Intersection             Wet  Straight Level        Improper Turn
## 2505 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2506        T-Intersection             Dry  Straight Level        Improper Turn
## 2507 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 2508   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2509   Not An Intersection             Wet  Straight Level        Improper Turn
## 2510   Not An Intersection             Wet  Straight Level        Improper Turn
## 2511   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2512   Not An Intersection             Dry  Straight Level        Improper Turn
## 2513   Not An Intersection             Dry  Straight Level        Improper Turn
## 2514   Not An Intersection             Dry  Straight Level        Improper Turn
## 2515   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2516   Not An Intersection             Dry  Straight Level        Improper Turn
## 2517                 Other             Dry  Straight Level Improper Lane Change
## 2518   Not An Intersection             Wet  Straight Grade                Other
## 2519   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2520   Not An Intersection             Wet  Straight Grade Improper Lane Change
## 2521   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2522   Not An Intersection Other / Unknown  Straight Level     Failure To Yield
## 2523   Not An Intersection Other / Unknown  Straight Level       Drove Off Road
## 2524 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2525   Not An Intersection             Dry  Straight Level        Improper Turn
## 2526   Not An Intersection             Dry  Straight Level        Improper Turn
## 2527   Not An Intersection             Dry  Straight Level        Improper Turn
## 2528   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2529   Not An Intersection             Dry  Straight Level        Improper Turn
## 2530        T-Intersection             Dry  Straight Grade     Failure To Yield
## 2531   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2532   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2533   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2534   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2535   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2536   Not An Intersection             Dry     Curve Grade        Improper Turn
## 2537   Not An Intersection             Dry  Straight Level                Other
## 2538   Not An Intersection             Dry  Straight Level        Improper Turn
## 2539   Not An Intersection             Dry  Straight Level        Improper Turn
## 2540   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2541   Not An Intersection             Dry  Straight Level        Improper Turn
## 2542   Not An Intersection             Dry  Straight Level        Improper Turn
## 2543 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2544   Not An Intersection             Dry  Straight Level        Improper Turn
## 2545 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2546   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2547   Not An Intersection             Wet  Straight Level Improper Lane Change
## 2548   Not An Intersection             Dry  Straight Level                Other
## 2549   Not An Intersection             Dry  Straight Level        Improper Turn
## 2550   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 2551 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2552   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2553   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2554 Four-Way Intersection             Dry  Straight Grade       Drove Off Road
## 2555   Not An Intersection             Wet     Curve Grade        Improper Turn
## 2556        T-Intersection             Dry  Straight Grade     Failure To Yield
## 2557 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2558   Not An Intersection             Dry     Curve Grade                Other
## 2559   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2560   Not An Intersection             Wet  Straight Level Improper Lane Change
## 2561   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2562                 Other             Dry  Straight Level        Improper Turn
## 2563 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2564   Not An Intersection             Dry  Straight Level        Improper Turn
## 2565   Not An Intersection             Dry  Straight Level        Improper Turn
## 2566   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2567   Not An Intersection             Wet  Straight Level        Improper Turn
## 2568   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 2569   Not An Intersection             Dry  Straight Level        Improper Turn
## 2570   Not An Intersection             Dry  Straight Level        Improper Turn
## 2571        T-Intersection             Dry  Straight Level        Improper Turn
## 2572   Not An Intersection             Dry  Straight Grade                Other
## 2573   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2574   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2575 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2576 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2577   Not An Intersection             Wet  Straight Level        Improper Turn
## 2578                 Other             Dry  Straight Level     Failure To Yield
## 2579   Not An Intersection             Dry  Straight Level        Improper Turn
## 2580   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2581        T-Intersection             Dry     Curve Grade                Other
## 2582   Not An Intersection             Dry  Straight Level                Other
## 2583   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2584 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2585   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2586   Not An Intersection             Dry  Straight Level        Improper Turn
## 2587   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2588 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2589   Not An Intersection             Dry  Straight Level        Improper Turn
## 2590   Not An Intersection             Dry  Straight Level        Improper Turn
## 2591        T-Intersection             Dry  Straight Level     Failure To Yield
## 2592   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2593   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2594   Not An Intersection             Wet  Straight Level       Drove Off Road
## 2595   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2596   Not An Intersection             Wet  Straight Level Improper Lane Change
## 2597   Not An Intersection             Wet  Straight Level                Other
## 2598   Not An Intersection             Dry  Straight Level                Other
## 2599   Not An Intersection             Dry  Straight Level        Improper Turn
## 2600   Not An Intersection             Wet     Curve Grade        Improper Turn
## 2601   Not An Intersection             Wet  Straight Grade        Improper Turn
## 2602 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2603   Not An Intersection             Dry  Straight Level        Improper Turn
## 2604   Not An Intersection             Wet  Straight Level                Other
## 2605 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2606        T-Intersection             Dry  Straight Level     Failure To Yield
## 2607 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2608   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2609   Not An Intersection             Dry  Straight Level        Improper Turn
## 2610   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2611   Not An Intersection             Dry     Curve Grade       Drove Off Road
## 2612 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2613   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2614   Not An Intersection             Dry  Straight Level                Other
## 2615   Not An Intersection             Dry  Straight Level        Improper Turn
## 2616   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2617        T-Intersection             Wet  Straight Level        Improper Turn
## 2618   Not An Intersection            Snow  Straight Grade        Improper Turn
## 2619   Not An Intersection             Dry  Straight Level        Improper Turn
## 2620   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2621        T-Intersection             Dry  Straight Grade                Other
## 2622 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2623   Not An Intersection            Snow  Straight Level     Failure To Yield
## 2624        T-Intersection            Snow  Straight Grade       Drove Off Road
## 2625        T-Intersection             Dry  Straight Level        Improper Turn
## 2626   Not An Intersection             Dry  Straight Level        Improper Turn
## 2627   Not An Intersection             Dry  Straight Grade                Other
## 2628        T-Intersection             Dry  Straight Level        Improper Turn
## 2629   Not An Intersection             Dry  Straight Level        Improper Turn
## 2630   Not An Intersection             Wet  Straight Grade     Failure To Yield
## 2631   Not An Intersection             Dry  Straight Level                Other
## 2632   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2633   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 2634   Not An Intersection             Dry  Straight Level        Improper Turn
## 2635 Four-Way Intersection             Dry  Straight Level                Other
## 2636   Not An Intersection             Dry  Straight Level        Improper Turn
## 2637 Four-Way Intersection             Dry  Straight Level                Other
## 2638   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2639   Not An Intersection             Dry  Straight Level        Improper Turn
## 2640   Not An Intersection             Dry  Straight Level        Improper Turn
## 2641   Not An Intersection             Wet  Straight Level        Improper Turn
## 2642   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2643        T-Intersection             Dry  Straight Grade        Improper Turn
## 2644 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2645   Not An Intersection             Dry  Straight Level        Improper Turn
## 2646   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2647   Not An Intersection             Dry     Curve Grade       Drove Off Road
## 2648   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2649 Four-Way Intersection             Dry  Straight Level                Other
## 2650   Not An Intersection             Dry  Straight Level                Other
## 2651   Not An Intersection             Wet  Straight Level        Improper Turn
## 2652   Not An Intersection             Wet  Straight Level                Other
## 2653        T-Intersection             Dry  Straight Grade        Improper Turn
## 2654   Not An Intersection             Dry  Straight Level                Other
## 2655   Not An Intersection             Dry  Straight Level        Improper Turn
## 2656   Not An Intersection             Wet  Straight Level        Improper Turn
## 2657        T-Intersection             Dry  Straight Level     Failure To Yield
## 2658                 Other             Dry  Straight Level     Failure To Yield
## 2659   Not An Intersection             Wet  Straight Level Improper Lane Change
## 2660   Not An Intersection             Wet  Straight Grade                Other
## 2661   Not An Intersection             Dry  Straight Grade       Drove Off Road
## 2662   Not An Intersection             Wet  Straight Level        Improper Turn
## 2663        T-Intersection             Dry  Straight Level        Improper Turn
## 2664   Not An Intersection             Dry  Straight Level        Improper Turn
## 2665                 Other             Dry  Straight Level     Failure To Yield
## 2666   Not An Intersection             Dry  Straight Level       Drove Off Road
## 2667                 Other             Dry  Straight Level                Other
## 2668                 Other             Wet  Straight Grade     Failure To Yield
## 2669   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2670   Not An Intersection             Dry  Straight Level Improper Lane Change
## 2671   Not An Intersection             Dry  Straight Level                Other
## 2672   Not An Intersection             Dry  Straight Level        Improper Turn
## 2673   Not An Intersection             Dry  Straight Level        Improper Turn
## 2674   Not An Intersection             Dry  Straight Level        Improper Turn
## 2675                 Other             Dry  Straight Level        Improper Turn
## 2676 Four-Way Intersection             Dry  Straight Level     Failure To Yield
## 2677   Not An Intersection             Dry  Straight Level        Improper Turn
## 2678        T-Intersection             Dry  Straight Level        Improper Turn
## 2679 Four-Way Intersection             Dry  Straight Level                Other
## 2680        T-Intersection             Dry  Straight Level                Other
## 2681        T-Intersection             Dry  Straight Grade        Improper Turn
## 2682   Not An Intersection             Wet  Straight Level        Improper Turn
## 2683   Not An Intersection             Dry  Straight Level        Improper Turn
## 2684   Not An Intersection             Dry  Straight Level                Other
## 2685   Not An Intersection             Dry  Straight Level        Improper Turn
## 2686   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2687   Not An Intersection             Dry  Straight Grade Improper Lane Change
## 2688   Not An Intersection             Dry  Straight Grade     Failure To Yield
## 2689 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2690   Not An Intersection             Dry  Straight Level                Other
## 2691 Four-Way Intersection             Dry  Straight Grade        Improper Turn
## 2692 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2693        T-Intersection             Dry  Straight Level        Improper Turn
## 2694        T-Intersection             Dry  Straight Level        Improper Turn
## 2695   Not An Intersection             Dry  Straight Level                Other
## 2696        T-Intersection             Dry  Straight Level        Improper Turn
## 2697 Four-Way Intersection             Dry  Straight Level                Other
## 2698   Not An Intersection             Wet     Curve Grade Improper Lane Change
## 2699   Not An Intersection             Dry  Straight Level        Improper Turn
## 2700   Not An Intersection             Dry  Straight Level        Improper Turn
## 2701   Not An Intersection             Wet  Straight Level        Improper Turn
## 2702   Not An Intersection             Wet  Straight Grade       Drove Off Road
## 2703   Not An Intersection             Dry  Straight Level                Other
## 2704        T-Intersection             Dry  Straight Level                Other
## 2705   Not An Intersection             Dry  Straight Grade        Improper Turn
## 2706   Not An Intersection             Dry  Straight Level     Failure To Yield
## 2707 Four-Way Intersection             Dry  Straight Level        Improper Turn
## 2708   Not An Intersection             Wet  Straight Level     Failure To Yield
## 2709   Not An Intersection             Dry  Straight Grade                Other
## 2710   Not An Intersection             Dry  Straight Level        Improper Turn
## 2711 Four-Way Intersection             Wet  Straight Level        Improper Turn
## 2712        T-Intersection             Dry  Straight Level                Other
## 2713 Four-Way Intersection             Dry  Straight Level                Other
## 2714        T-Intersection             Wet  Straight Grade Improper Lane Change
## 2715   Not An Intersection             Dry  Straight Level                Other
## 2716   Not An Intersection             Dry  Straight Level     Failure To Yield
##        DrGen DrImp ThruLn            Object            PSL
## 1       Male    No    Two             Ditch      45-60 MPH
## 2     Female    No    Two    Nothing Struck 25 MPH or less
## 3     Female    No    Two             Other      45-60 MPH
## 4     Female    No    Two    Nothing Struck 25 MPH or less
## 5       Male    No    Two    Nothing Struck 25 MPH or less
## 6       Male    No    Two    Nothing Struck 25 MPH or less
## 7       Male    No    Two    Nothing Struck      30-40 MPH
## 8       Male    No    Two    Nothing Struck      30-40 MPH
## 9       Male    No    Two    Nothing Struck 25 MPH or less
## 10   Unknwon    No    Two    Nothing Struck 25 MPH or less
## 11      Male    No    Two             Other 25 MPH or less
## 12      Male    No    Two    Nothing Struck      30-40 MPH
## 13    Female    No    Two    Nothing Struck      30-40 MPH
## 14      Male    No    Two    Nothing Struck      30-40 MPH
## 15      Male    No    Two    Nothing Struck      45-60 MPH
## 16      Male    No    Two    Nothing Struck      30-40 MPH
## 17      Male    No    Two    Nothing Struck      45-60 MPH
## 18    Female    No    Two    Nothing Struck      30-40 MPH
## 19      Male    No    Two    Nothing Struck      45-60 MPH
## 20      Male    No    Two    Nothing Struck      65-70 MPH
## 21      Male    No    Two    Nothing Struck      45-60 MPH
## 22    Female    No    Two    Nothing Struck      30-40 MPH
## 23      Male    No    Two    Nothing Struck      30-40 MPH
## 24      Male    No    Two    Nothing Struck      45-60 MPH
## 25      Male    No    Two             Ditch      45-60 MPH
## 26    Female    No    Two    Nothing Struck      30-40 MPH
## 27      Male    No    Two             Other 25 MPH or less
## 28      Male    No    Two    Nothing Struck      30-40 MPH
## 29    Female    No    Two    Nothing Struck      45-60 MPH
## 30   Unknwon    No    Two    Nothing Struck 25 MPH or less
## 31      Male    No    Two    Nothing Struck      30-40 MPH
## 32   Unknwon    No    Two             Ditch      45-60 MPH
## 33      Male    No    Two    Nothing Struck      30-40 MPH
## 34      Male    No    Two             Ditch      30-40 MPH
## 35    Female    No    Two    Nothing Struck 25 MPH or less
## 36      Male    No    Two    Nothing Struck      45-60 MPH
## 37      Male    No    Two    Nothing Struck      45-60 MPH
## 38   Unknwon    No    Two    Nothing Struck      30-40 MPH
## 39    Female    No    Two    Nothing Struck      30-40 MPH
## 40    Female    No    Two    Nothing Struck      45-60 MPH
## 41      Male    No    Two    Nothing Struck      30-40 MPH
## 42      Male    No    Two    Nothing Struck      45-60 MPH
## 43    Female    No    Two Traffic Sign Post      30-40 MPH
## 44    Female    No    Two    Nothing Struck 25 MPH or less
## 45    Female    No    Two    Nothing Struck      30-40 MPH
## 46      Male    No    Two    Nothing Struck      45-60 MPH
## 47    Female    No    Two    Nothing Struck 25 MPH or less
## 48    Female    No    Two             Other      45-60 MPH
## 49   Unknwon    No    Two    Nothing Struck      30-40 MPH
## 50      Male    No    Two    Nothing Struck      45-60 MPH
## 51   Unknwon    No    Two    Nothing Struck 25 MPH or less
## 52      Male    No    Two Traffic Sign Post      65-70 MPH
## 53    Female    No    Two    Nothing Struck 25 MPH or less
## 54    Female    No    Two    Nothing Struck      30-40 MPH
## 55      Male    No    Two    Nothing Struck      30-40 MPH
## 56    Female    No    Two    Nothing Struck 25 MPH or less
## 57      Male    No    Two    Nothing Struck      45-60 MPH
## 58      Male    No    Two    Nothing Struck      30-40 MPH
## 59      Male    No    Two    Nothing Struck 25 MPH or less
## 60      Male    No    Two    Nothing Struck 25 MPH or less
## 61      Male    No    Two Traffic Sign Post 25 MPH or less
## 62      Male    No    Two    Nothing Struck      45-60 MPH
## 63    Female    No    Two    Nothing Struck 25 MPH or less
## 64      Male    No    Two    Nothing Struck      30-40 MPH
## 65      Male    No    Two    Nothing Struck      30-40 MPH
## 66      Male    No    Two    Nothing Struck      30-40 MPH
## 67      Male    No    Two             Other      30-40 MPH
## 68      Male    No    Two    Nothing Struck      45-60 MPH
## 69      Male    No    Two             Ditch      30-40 MPH
## 70    Female    No    Two Traffic Sign Post      45-60 MPH
## 71    Female    No    Two             Other      30-40 MPH
## 72    Female    No    Two    Nothing Struck 25 MPH or less
## 73   Unknwon    No    Two    Nothing Struck 25 MPH or less
## 74   Unknwon    No    Two    Nothing Struck 25 MPH or less
## 75    Female    No    Two    Nothing Struck      30-40 MPH
## 76      Male    No    Two    Nothing Struck      30-40 MPH
## 77      Male    No    Two    Nothing Struck      30-40 MPH
## 78    Female    No    Two    Nothing Struck      30-40 MPH
## 79    Female    No    Two    Nothing Struck 25 MPH or less
## 80    Female    No    Two    Nothing Struck 25 MPH or less
## 81      Male    No    Two    Nothing Struck      30-40 MPH
## 82      Male    No    Two    Nothing Struck      30-40 MPH
## 83      Male    No    Two             Other 25 MPH or less
## 84      Male    No    Two    Nothing Struck      30-40 MPH
## 85      Male    No    Two    Nothing Struck      30-40 MPH
## 86      Male    No    Two    Nothing Struck 25 MPH or less
## 87      Male    No    Two    Nothing Struck      30-40 MPH
## 88    Female    No    Two    Nothing Struck      30-40 MPH
## 89      Male    No    Two    Nothing Struck      65-70 MPH
## 90    Female    No    Two    Nothing Struck      30-40 MPH
## 91    Female    No    Two    Nothing Struck      30-40 MPH
## 92      Male    No    Two    Nothing Struck 25 MPH or less
## 93      Male    No    Two    Nothing Struck 25 MPH or less
## 94      Male    No    Two    Nothing Struck      45-60 MPH
## 95    Female    No    Two    Nothing Struck 25 MPH or less
## 96      Male    No    Two    Nothing Struck      45-60 MPH
## 97      Male    No    Two             Ditch      45-60 MPH
## 98      Male    No    Two    Nothing Struck      30-40 MPH
## 99    Female    No    Two    Nothing Struck 25 MPH or less
## 100  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 101     Male    No    Two    Nothing Struck 25 MPH or less
## 102   Female    No    Two    Nothing Struck      30-40 MPH
## 103     Male    No    Two    Nothing Struck      45-60 MPH
## 104   Female    No    Two             Other      30-40 MPH
## 105     Male    No    Two    Nothing Struck 25 MPH or less
## 106     Male    No    Two    Nothing Struck      45-60 MPH
## 107     Male    No    Two    Nothing Struck      30-40 MPH
## 108     Male    No    Two    Nothing Struck      30-40 MPH
## 109     Male    No    Two    Nothing Struck      30-40 MPH
## 110     Male    No    Two    Nothing Struck      30-40 MPH
## 111   Female    No    Two             Ditch      45-60 MPH
## 112     Male    No    Two      Utility Pole 25 MPH or less
## 113     Male    No    Two    Nothing Struck 25 MPH or less
## 114     Male    No    Two    Nothing Struck 25 MPH or less
## 115     Male    No    Two    Nothing Struck      30-40 MPH
## 116     Male    No    Two    Nothing Struck      45-60 MPH
## 117     Male    No    Two    Nothing Struck      30-40 MPH
## 118   Female    No    Two    Nothing Struck      45-60 MPH
## 119     Male    No    Two    Nothing Struck      30-40 MPH
## 120     Male    No    Two    Nothing Struck      30-40 MPH
## 121     Male    No    Two             Other      30-40 MPH
## 122     Male    No    Two    Nothing Struck      30-40 MPH
## 123   Female    No    Two    Nothing Struck      45-60 MPH
## 124     Male    No    Two    Nothing Struck      30-40 MPH
## 125  Unknwon    No    Two Traffic Sign Post      65-70 MPH
## 126     Male    No    Two    Nothing Struck      45-60 MPH
## 127     Male    No    Two    Nothing Struck      45-60 MPH
## 128   Female    No    Two    Nothing Struck      45-60 MPH
## 129     Male    No    Two    Nothing Struck      30-40 MPH
## 130     Male    No    Two             Other      45-60 MPH
## 131     Male    No    Two             Other      30-40 MPH
## 132     Male    No    Two    Nothing Struck      30-40 MPH
## 133     Male    No    Two    Nothing Struck      30-40 MPH
## 134     Male    No    Two    Nothing Struck      45-60 MPH
## 135     Male    No    Two    Nothing Struck 25 MPH or less
## 136     Male    No    Two    Nothing Struck 25 MPH or less
## 137     Male    No    Two    Nothing Struck      45-60 MPH
## 138     Male    No    Two    Nothing Struck      30-40 MPH
## 139     Male    No    Two    Nothing Struck      30-40 MPH
## 140     Male    No    Two             Other      30-40 MPH
## 141     Male    No    Two    Nothing Struck      45-60 MPH
## 142     Male    No    Two    Nothing Struck      45-60 MPH
## 143     Male    No    Two    Nothing Struck      30-40 MPH
## 144     Male    No    Two    Nothing Struck 25 MPH or less
## 145     Male    No    Two    Nothing Struck      45-60 MPH
## 146   Female    No    Two    Nothing Struck      30-40 MPH
## 147     Male    No    Two    Nothing Struck      30-40 MPH
## 148     Male    No    Two    Nothing Struck      30-40 MPH
## 149  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 150     Male    No    Two    Nothing Struck      45-60 MPH
## 151     Male    No    Two             Other      30-40 MPH
## 152     Male    No    Two    Nothing Struck      30-40 MPH
## 153   Female    No    Two             Ditch      45-60 MPH
## 154     Male    No    Two    Nothing Struck      30-40 MPH
## 155  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 156   Female    No    Two    Nothing Struck 25 MPH or less
## 157     Male    No    Two    Nothing Struck      30-40 MPH
## 158     Male    No    Two    Nothing Struck      30-40 MPH
## 159     Male    No    Two    Nothing Struck      45-60 MPH
## 160     Male    No    Two             Other 25 MPH or less
## 161     Male    No    Two    Nothing Struck      30-40 MPH
## 162   Female    No    Two    Nothing Struck      45-60 MPH
## 163     Male    No    Two    Nothing Struck      30-40 MPH
## 164   Female    No    Two             Other      30-40 MPH
## 165     Male    No    Two    Nothing Struck      45-60 MPH
## 166     Male    No    Two    Nothing Struck      65-70 MPH
## 167   Female    No    Two    Nothing Struck 25 MPH or less
## 168     Male    No    Two    Nothing Struck      30-40 MPH
## 169  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 170   Female    No    Two    Nothing Struck 25 MPH or less
## 171     Male    No    Two    Nothing Struck      45-60 MPH
## 172     Male    No    Two    Nothing Struck      30-40 MPH
## 173     Male    No    Two    Nothing Struck      45-60 MPH
## 174     Male    No    Two             Ditch      45-60 MPH
## 175     Male    No    Two    Nothing Struck 25 MPH or less
## 176   Female    No    Two    Nothing Struck      30-40 MPH
## 177     Male    No    Two Traffic Sign Post 25 MPH or less
## 178     Male    No    Two             Other      65-70 MPH
## 179  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 180     Male    No    Two    Nothing Struck      45-60 MPH
## 181     Male    No    Two    Nothing Struck      30-40 MPH
## 182     Male    No    Two             Ditch      45-60 MPH
## 183  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 184     Male    No    Two    Nothing Struck      45-60 MPH
## 185   Female    No    Two    Nothing Struck      30-40 MPH
## 186  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 187   Female    No    Two    Nothing Struck      30-40 MPH
## 188  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 189   Female    No    Two    Nothing Struck 25 MPH or less
## 190     Male    No    Two    Nothing Struck 25 MPH or less
## 191     Male    No    Two    Nothing Struck      30-40 MPH
## 192  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 193     Male    No    Two    Nothing Struck 25 MPH or less
## 194   Female    No    Two    Nothing Struck      45-60 MPH
## 195     Male    No    Two    Nothing Struck      30-40 MPH
## 196     Male    No    Two    Nothing Struck 25 MPH or less
## 197   Female    No    Two    Nothing Struck      30-40 MPH
## 198     Male    No    Two    Nothing Struck      30-40 MPH
## 199     Male    No    Two             Other 25 MPH or less
## 200     Male    No    Two    Nothing Struck 25 MPH or less
## 201     Male    No    Two    Nothing Struck      30-40 MPH
## 202     Male    No    Two    Nothing Struck      30-40 MPH
## 203   Female    No    Two    Nothing Struck      45-60 MPH
## 204     Male    No    Two    Nothing Struck      45-60 MPH
## 205   Female    No    Two    Nothing Struck 25 MPH or less
## 206     Male    No    Two    Nothing Struck      65-70 MPH
## 207     Male    No    Two    Nothing Struck 25 MPH or less
## 208     Male    No    Two    Nothing Struck      30-40 MPH
## 209   Female    No    Two    Nothing Struck 25 MPH or less
## 210     Male    No    Two    Nothing Struck      30-40 MPH
## 211   Female    No    Two    Nothing Struck 25 MPH or less
## 212     Male    No    Two    Nothing Struck 25 MPH or less
## 213     Male    No    Two    Nothing Struck      30-40 MPH
## 214     Male    No    Two    Nothing Struck      45-60 MPH
## 215   Female    No    Two Traffic Sign Post 25 MPH or less
## 216     Male    No    Two    Nothing Struck      45-60 MPH
## 217  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 218   Female    No    Two    Nothing Struck      45-60 MPH
## 219     Male    No    Two             Other      30-40 MPH
## 220   Female    No    Two    Nothing Struck      30-40 MPH
## 221     Male    No    Two    Nothing Struck 25 MPH or less
## 222     Male    No    Two    Nothing Struck 25 MPH or less
## 223     Male    No    Two    Nothing Struck      30-40 MPH
## 224   Female    No    Two    Nothing Struck 25 MPH or less
## 225     Male    No    Two    Nothing Struck      45-60 MPH
## 226     Male    No    Two    Nothing Struck 25 MPH or less
## 227     Male    No    Two    Nothing Struck      45-60 MPH
## 228     Male    No    Two    Nothing Struck      30-40 MPH
## 229   Female    No    Two    Nothing Struck 25 MPH or less
## 230     Male    No    Two    Nothing Struck      30-40 MPH
## 231     Male    No    Two    Nothing Struck      30-40 MPH
## 232   Female    No    Two    Nothing Struck      30-40 MPH
## 233   Female    No    Two    Nothing Struck      30-40 MPH
## 234   Female    No    Two    Nothing Struck 25 MPH or less
## 235     Male    No    Two    Nothing Struck 25 MPH or less
## 236     Male    No    Two    Nothing Struck 25 MPH or less
## 237     Male    No    Two             Other 25 MPH or less
## 238     Male    No    Two    Nothing Struck      65-70 MPH
## 239     Male    No    Two    Nothing Struck      30-40 MPH
## 240     Male    No    Two    Nothing Struck      30-40 MPH
## 241  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 242     Male    No    Two    Nothing Struck      45-60 MPH
## 243   Female    No    Two    Nothing Struck 25 MPH or less
## 244     Male    No    Two    Nothing Struck      45-60 MPH
## 245   Female    No    Two    Nothing Struck      45-60 MPH
## 246     Male    No    Two    Nothing Struck      45-60 MPH
## 247     Male    No    Two    Nothing Struck      45-60 MPH
## 248   Female    No    Two    Nothing Struck      45-60 MPH
## 249  Unknwon    No    Two    Nothing Struck      65-70 MPH
## 250   Female    No    Two    Nothing Struck 25 MPH or less
## 251   Female    No    Two             Other 25 MPH or less
## 252   Female    No    Two             Ditch      45-60 MPH
## 253     Male    No    Two    Nothing Struck 25 MPH or less
## 254     Male    No    Two    Nothing Struck      45-60 MPH
## 255  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 256   Female    No    Two    Nothing Struck 25 MPH or less
## 257  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 258     Male    No    Two    Nothing Struck 25 MPH or less
## 259  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 260     Male    No    Two    Nothing Struck      30-40 MPH
## 261   Female    No    Two    Nothing Struck 25 MPH or less
## 262   Female    No    Two    Nothing Struck      30-40 MPH
## 263     Male    No    Two             Ditch      65-70 MPH
## 264     Male    No    Two    Nothing Struck      30-40 MPH
## 265     Male    No    Two    Nothing Struck      45-60 MPH
## 266     Male    No    Two    Nothing Struck 25 MPH or less
## 267     Male    No    Two    Nothing Struck      30-40 MPH
## 268     Male    No    Two    Nothing Struck      65-70 MPH
## 269     Male    No    Two    Nothing Struck      65-70 MPH
## 270     Male    No    Two    Nothing Struck      30-40 MPH
## 271  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 272   Female    No    Two    Nothing Struck      45-60 MPH
## 273     Male    No    Two    Nothing Struck      30-40 MPH
## 274     Male    No    Two    Nothing Struck      45-60 MPH
## 275     Male    No    Two    Nothing Struck      45-60 MPH
## 276     Male    No    Two    Nothing Struck 25 MPH or less
## 277     Male    No    Two    Nothing Struck      30-40 MPH
## 278     Male    No    Two    Nothing Struck      45-60 MPH
## 279   Female    No    Two    Nothing Struck      30-40 MPH
## 280   Female    No    Two    Nothing Struck      30-40 MPH
## 281   Female    No    Two    Nothing Struck      45-60 MPH
## 282   Female    No    Two             Other 25 MPH or less
## 283     Male    No    Two    Nothing Struck      30-40 MPH
## 284     Male    No    Two    Nothing Struck 25 MPH or less
## 285     Male    No    Two    Nothing Struck      45-60 MPH
## 286     Male    No    Two    Nothing Struck      45-60 MPH
## 287     Male    No    Two    Nothing Struck 25 MPH or less
## 288     Male    No    Two    Nothing Struck      45-60 MPH
## 289  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 290     Male    No    Two    Nothing Struck 25 MPH or less
## 291   Female    No    Two    Nothing Struck      45-60 MPH
## 292     Male    No    Two    Nothing Struck      30-40 MPH
## 293   Female    No    Two    Nothing Struck 25 MPH or less
## 294     Male    No    Two    Nothing Struck      30-40 MPH
## 295   Female    No    Two    Nothing Struck 25 MPH or less
## 296   Female    No    Two    Nothing Struck      30-40 MPH
## 297     Male    No    Two    Nothing Struck 25 MPH or less
## 298     Male    No    Two    Nothing Struck      45-60 MPH
## 299   Female    No    Two    Nothing Struck      30-40 MPH
## 300   Female    No    Two    Nothing Struck 25 MPH or less
## 301     Male    No    Two    Nothing Struck      30-40 MPH
## 302     Male    No    Two             Ditch      30-40 MPH
## 303     Male    No    Two    Nothing Struck      30-40 MPH
## 304     Male    No    Two Traffic Sign Post      45-60 MPH
## 305     Male    No    Two    Nothing Struck 25 MPH or less
## 306     Male    No    Two    Nothing Struck      45-60 MPH
## 307   Female    No    Two    Nothing Struck      45-60 MPH
## 308   Female    No    Two    Nothing Struck      30-40 MPH
## 309     Male    No    Two    Nothing Struck 25 MPH or less
## 310   Female    No    Two    Nothing Struck      30-40 MPH
## 311   Female    No    Two    Nothing Struck      45-60 MPH
## 312     Male    No    Two    Nothing Struck      45-60 MPH
## 313     Male    No    Two    Nothing Struck 25 MPH or less
## 314     Male    No    Two    Nothing Struck      30-40 MPH
## 315     Male    No    Two    Nothing Struck      30-40 MPH
## 316   Female    No    Two             Other      30-40 MPH
## 317     Male    No    Two             Other      30-40 MPH
## 318   Female    No    Two    Nothing Struck      30-40 MPH
## 319     Male    No    Two    Nothing Struck      45-60 MPH
## 320     Male    No    Two    Nothing Struck      65-70 MPH
## 321  Unknwon    No    Two             Other      30-40 MPH
## 322     Male    No    Two    Nothing Struck      45-60 MPH
## 323   Female    No    Two    Nothing Struck      30-40 MPH
## 324     Male    No    Two    Nothing Struck      45-60 MPH
## 325     Male    No    Two    Nothing Struck 25 MPH or less
## 326   Female    No    Two    Nothing Struck      65-70 MPH
## 327     Male    No    Two    Nothing Struck 25 MPH or less
## 328     Male    No    Two    Nothing Struck      30-40 MPH
## 329   Female    No    Two    Nothing Struck      30-40 MPH
## 330     Male    No    Two    Nothing Struck      30-40 MPH
## 331     Male    No    Two    Nothing Struck 25 MPH or less
## 332     Male    No    Two    Nothing Struck      65-70 MPH
## 333     Male    No    Two    Nothing Struck      30-40 MPH
## 334   Female    No    Two    Nothing Struck 25 MPH or less
## 335   Female    No    Two    Nothing Struck      30-40 MPH
## 336     Male    No    Two    Nothing Struck      45-60 MPH
## 337     Male    No    Two    Nothing Struck      30-40 MPH
## 338     Male    No    Two             Other      65-70 MPH
## 339  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 340     Male    No    Two Traffic Sign Post 25 MPH or less
## 341   Female    No    Two             Ditch      45-60 MPH
## 342     Male    No    Two    Nothing Struck      45-60 MPH
## 343     Male    No    Two    Nothing Struck      45-60 MPH
## 344     Male    No    Two    Nothing Struck      45-60 MPH
## 345     Male    No    Two    Nothing Struck      30-40 MPH
## 346   Female    No    Two    Nothing Struck      30-40 MPH
## 347     Male    No    Two    Nothing Struck      45-60 MPH
## 348     Male    No    Two    Nothing Struck 25 MPH or less
## 349     Male    No    Two             Other 25 MPH or less
## 350     Male    No    Two    Nothing Struck      45-60 MPH
## 351   Female    No    Two    Nothing Struck 25 MPH or less
## 352   Female    No    Two    Nothing Struck      30-40 MPH
## 353   Female    No    Two    Nothing Struck      30-40 MPH
## 354   Female    No    Two             Other 25 MPH or less
## 355     Male    No    Two    Nothing Struck      30-40 MPH
## 356  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 357     Male    No    Two    Nothing Struck      30-40 MPH
## 358   Female    No    Two    Nothing Struck 25 MPH or less
## 359  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 360     Male    No    Two    Nothing Struck      30-40 MPH
## 361     Male    No    Two    Nothing Struck      30-40 MPH
## 362     Male    No    Two    Nothing Struck      30-40 MPH
## 363     Male    No    Two    Nothing Struck 25 MPH or less
## 364  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 365   Female    No    Two    Nothing Struck 25 MPH or less
## 366   Female    No    Two    Nothing Struck      30-40 MPH
## 367  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 368     Male    No    Two    Nothing Struck 25 MPH or less
## 369     Male    No    Two             Other      30-40 MPH
## 370   Female    No    Two    Nothing Struck 25 MPH or less
## 371     Male    No    Two    Nothing Struck      30-40 MPH
## 372     Male    No    Two    Nothing Struck      45-60 MPH
## 373     Male    No    Two             Other      45-60 MPH
## 374     Male    No    Two    Nothing Struck      30-40 MPH
## 375     Male    No    Two    Nothing Struck      45-60 MPH
## 376   Female    No    Two    Nothing Struck      45-60 MPH
## 377     Male    No    Two    Nothing Struck 25 MPH or less
## 378     Male    No    Two    Nothing Struck      30-40 MPH
## 379     Male    No    Two    Nothing Struck      30-40 MPH
## 380     Male    No    Two    Nothing Struck      30-40 MPH
## 381     Male    No    Two    Nothing Struck      30-40 MPH
## 382   Female    No    Two    Nothing Struck 25 MPH or less
## 383   Female    No    Two    Nothing Struck      45-60 MPH
## 384     Male    No    Two    Nothing Struck      30-40 MPH
## 385   Female    No    Two    Nothing Struck 25 MPH or less
## 386     Male    No    Two    Nothing Struck      30-40 MPH
## 387     Male    No    Two    Nothing Struck      30-40 MPH
## 388   Female    No    Two    Nothing Struck      30-40 MPH
## 389   Female    No    Two    Nothing Struck 25 MPH or less
## 390     Male    No    Two    Nothing Struck      45-60 MPH
## 391   Female    No    Two             Other      45-60 MPH
## 392     Male    No    Two    Nothing Struck      30-40 MPH
## 393     Male    No    Two    Nothing Struck      30-40 MPH
## 394     Male    No    Two    Nothing Struck      30-40 MPH
## 395   Female    No    Two    Nothing Struck      45-60 MPH
## 396     Male    No    Two    Nothing Struck      30-40 MPH
## 397   Female    No    Two    Nothing Struck      30-40 MPH
## 398     Male    No    Two    Nothing Struck      30-40 MPH
## 399     Male    No    Two Traffic Sign Post      30-40 MPH
## 400   Female    No    Two    Nothing Struck      45-60 MPH
## 401   Female    No    Two    Nothing Struck      30-40 MPH
## 402     Male    No    Two    Nothing Struck      30-40 MPH
## 403   Female    No    Two    Nothing Struck      30-40 MPH
## 404   Female    No    Two             Other 25 MPH or less
## 405     Male    No    Two             Other      45-60 MPH
## 406   Female    No    Two    Nothing Struck 25 MPH or less
## 407     Male    No    Two    Nothing Struck      30-40 MPH
## 408  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 409     Male    No    Two    Nothing Struck      30-40 MPH
## 410     Male    No    Two             Other      65-70 MPH
## 411     Male    No    Two    Nothing Struck 25 MPH or less
## 412     Male    No    Two    Nothing Struck 25 MPH or less
## 413   Female    No    Two    Nothing Struck      45-60 MPH
## 414     Male    No    Two    Nothing Struck      30-40 MPH
## 415     Male    No    Two    Nothing Struck      30-40 MPH
## 416     Male    No    Two    Nothing Struck      30-40 MPH
## 417   Female    No    Two    Nothing Struck      45-60 MPH
## 418     Male    No    Two    Nothing Struck      30-40 MPH
## 419     Male    No    Two    Nothing Struck 25 MPH or less
## 420     Male    No    Two    Nothing Struck      45-60 MPH
## 421   Female    No    Two             Ditch      30-40 MPH
## 422   Female    No    Two    Nothing Struck      30-40 MPH
## 423     Male    No    Two             Other      45-60 MPH
## 424     Male    No    Two    Nothing Struck      30-40 MPH
## 425  Unknwon    No    Two      Utility Pole      30-40 MPH
## 426     Male    No    Two    Nothing Struck 25 MPH or less
## 427     Male    No    Two    Nothing Struck      45-60 MPH
## 428   Female    No    Two    Nothing Struck 25 MPH or less
## 429   Female    No    Two    Nothing Struck 25 MPH or less
## 430     Male    No    Two    Nothing Struck 25 MPH or less
## 431     Male    No    Two    Nothing Struck      30-40 MPH
## 432   Female    No    Two    Nothing Struck      30-40 MPH
## 433     Male    No    Two    Nothing Struck      30-40 MPH
## 434     Male    No    Two             Ditch      45-60 MPH
## 435   Female    No    Two    Nothing Struck 25 MPH or less
## 436     Male    No    Two    Nothing Struck      30-40 MPH
## 437     Male    No    Two    Nothing Struck      45-60 MPH
## 438     Male    No    Two             Ditch      65-70 MPH
## 439   Female    No    Two    Nothing Struck      30-40 MPH
## 440   Female    No    Two    Nothing Struck      30-40 MPH
## 441     Male    No    Two    Nothing Struck 25 MPH or less
## 442  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 443     Male    No    Two    Nothing Struck      45-60 MPH
## 444     Male    No    Two    Nothing Struck      45-60 MPH
## 445     Male    No    Two    Nothing Struck      45-60 MPH
## 446     Male    No    Two    Nothing Struck      45-60 MPH
## 447     Male    No    Two    Nothing Struck      30-40 MPH
## 448     Male    No    Two    Nothing Struck      30-40 MPH
## 449   Female    No    Two    Nothing Struck 25 MPH or less
## 450     Male    No    Two    Nothing Struck      45-60 MPH
## 451     Male    No    Two    Nothing Struck 25 MPH or less
## 452   Female    No    Two    Nothing Struck      30-40 MPH
## 453   Female    No    Two             Other      45-60 MPH
## 454     Male    No    Two    Nothing Struck 25 MPH or less
## 455     Male    No    Two    Nothing Struck      30-40 MPH
## 456     Male    No    Two    Nothing Struck 25 MPH or less
## 457   Female    No    Two             Other 25 MPH or less
## 458     Male    No    Two Traffic Sign Post      45-60 MPH
## 459     Male    No    Two    Nothing Struck 25 MPH or less
## 460     Male    No    Two    Nothing Struck      45-60 MPH
## 461     Male    No    Two    Nothing Struck      45-60 MPH
## 462   Female    No    Two    Nothing Struck      30-40 MPH
## 463     Male    No    Two    Nothing Struck 25 MPH or less
## 464     Male    No    Two    Nothing Struck      30-40 MPH
## 465   Female    No    Two    Nothing Struck      30-40 MPH
## 466     Male    No    Two    Nothing Struck 25 MPH or less
## 467  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 468     Male    No    Two             Other      45-60 MPH
## 469     Male    No    Two    Nothing Struck 25 MPH or less
## 470   Female    No    Two    Nothing Struck      30-40 MPH
## 471     Male    No    Two    Nothing Struck      30-40 MPH
## 472     Male    No    Two    Nothing Struck 25 MPH or less
## 473   Female    No    Two    Nothing Struck      30-40 MPH
## 474   Female    No    Two    Nothing Struck      30-40 MPH
## 475     Male    No    Two    Nothing Struck      45-60 MPH
## 476   Female    No    Two    Nothing Struck      45-60 MPH
## 477   Female    No    Two    Nothing Struck 25 MPH or less
## 478     Male    No    Two    Nothing Struck      45-60 MPH
## 479     Male    No    Two    Nothing Struck 25 MPH or less
## 480     Male    No    Two    Nothing Struck 25 MPH or less
## 481  Unknwon    No    Two Traffic Sign Post      45-60 MPH
## 482     Male    No    Two    Nothing Struck      45-60 MPH
## 483     Male    No    Two    Nothing Struck 25 MPH or less
## 484   Female    No    Two    Nothing Struck      30-40 MPH
## 485     Male    No    Two    Nothing Struck      30-40 MPH
## 486   Female    No    Two    Nothing Struck 25 MPH or less
## 487   Female    No    Two    Nothing Struck      30-40 MPH
## 488     Male    No  Multi    Nothing Struck 25 MPH or less
## 489  Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 490  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 491  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 492   Female    No  Multi    Nothing Struck      30-40 MPH
## 493   Female    No  Multi             Other      65-70 MPH
## 494   Female    No    Two             Other 25 MPH or less
## 495  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 496     Male    No    Two    Nothing Struck      30-40 MPH
## 497  Unknwon    No    Two             Other      45-60 MPH
## 498   Female    No    Two    Nothing Struck      30-40 MPH
## 499     Male    No    Two             Other      45-60 MPH
## 500     Male    No    Two    Nothing Struck      45-60 MPH
## 501  Unknwon    No    Two             Other 25 MPH or less
## 502     Male    No    Two    Nothing Struck      45-60 MPH
## 503     Male    No    Two    Nothing Struck      45-60 MPH
## 504     Male    No    Two    Nothing Struck      45-60 MPH
## 505     Male    No    Two    Nothing Struck      45-60 MPH
## 506     Male    No    Two    Nothing Struck      30-40 MPH
## 507     Male    No    Two    Nothing Struck      30-40 MPH
## 508     Male    No    Two             Ditch      45-60 MPH
## 509     Male    No    Two             Other 25 MPH or less
## 510     Male    No    Two    Nothing Struck      30-40 MPH
## 511   Female    No    Two    Nothing Struck      30-40 MPH
## 512     Male    No    Two             Ditch 25 MPH or less
## 513     Male    No    Two    Nothing Struck 25 MPH or less
## 514   Female    No    Two    Nothing Struck      30-40 MPH
## 515   Female    No    Two             Other 25 MPH or less
## 516   Female    No    Two    Nothing Struck      30-40 MPH
## 517     Male    No    Two    Nothing Struck      45-60 MPH
## 518     Male    No    Two    Nothing Struck      30-40 MPH
## 519     Male    No    Two    Nothing Struck      45-60 MPH
## 520  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 521   Female    No    Two    Nothing Struck      30-40 MPH
## 522   Female    No    Two    Nothing Struck      30-40 MPH
## 523     Male    No    Two    Nothing Struck 25 MPH or less
## 524   Female    No    Two    Nothing Struck      45-60 MPH
## 525     Male    No    Two    Nothing Struck      45-60 MPH
## 526     Male    No    Two    Nothing Struck 25 MPH or less
## 527  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 528  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 529     Male    No    Two    Nothing Struck      30-40 MPH
## 530   Female    No    Two    Nothing Struck      30-40 MPH
## 531     Male    No    Two    Nothing Struck 25 MPH or less
## 532     Male    No    Two    Nothing Struck      45-60 MPH
## 533   Female    No    Two             Other      65-70 MPH
## 534     Male    No    Two    Nothing Struck      45-60 MPH
## 535   Female    No    Two    Nothing Struck      30-40 MPH
## 536     Male    No    Two    Nothing Struck 25 MPH or less
## 537  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 538     Male    No    Two    Nothing Struck 25 MPH or less
## 539   Female    No    Two    Nothing Struck      30-40 MPH
## 540   Female    No    Two    Nothing Struck      30-40 MPH
## 541     Male    No    Two    Nothing Struck      30-40 MPH
## 542     Male    No    Two             Other 25 MPH or less
## 543   Female    No    Two    Nothing Struck      30-40 MPH
## 544     Male    No    Two    Nothing Struck      30-40 MPH
## 545   Female    No    Two    Nothing Struck      30-40 MPH
## 546     Male    No    Two    Nothing Struck 25 MPH or less
## 547   Female    No    Two    Nothing Struck      30-40 MPH
## 548   Female    No    Two    Nothing Struck      30-40 MPH
## 549     Male    No    Two    Nothing Struck      45-60 MPH
## 550     Male    No    Two    Nothing Struck      45-60 MPH
## 551     Male    No    Two      Utility Pole      65-70 MPH
## 552   Female    No    Two    Nothing Struck 25 MPH or less
## 553     Male    No    Two    Nothing Struck      65-70 MPH
## 554   Female    No    Two    Nothing Struck      45-60 MPH
## 555     Male    No    Two             Other      65-70 MPH
## 556     Male    No    Two    Nothing Struck 25 MPH or less
## 557   Female    No    Two    Nothing Struck      45-60 MPH
## 558   Female    No    Two    Nothing Struck 25 MPH or less
## 559   Female    No    Two    Nothing Struck      30-40 MPH
## 560     Male    No    Two             Other      45-60 MPH
## 561     Male    No    Two             Other 25 MPH or less
## 562  Unknwon    No    Two Traffic Sign Post      45-60 MPH
## 563  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 564     Male    No    Two             Ditch      45-60 MPH
## 565     Male    No    Two             Ditch      45-60 MPH
## 566     Male    No    Two    Nothing Struck      30-40 MPH
## 567   Female    No    Two    Nothing Struck 25 MPH or less
## 568   Female    No    Two    Nothing Struck      30-40 MPH
## 569     Male    No    Two    Nothing Struck      45-60 MPH
## 570     Male    No    Two    Nothing Struck      30-40 MPH
## 571     Male    No    Two    Nothing Struck 25 MPH or less
## 572   Female    No    Two    Nothing Struck      45-60 MPH
## 573   Female    No    Two    Nothing Struck      30-40 MPH
## 574   Female    No    Two    Nothing Struck      30-40 MPH
## 575     Male    No    Two    Nothing Struck      30-40 MPH
## 576  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 577     Male    No    Two    Nothing Struck      45-60 MPH
## 578   Female    No    Two    Nothing Struck      30-40 MPH
## 579   Female    No    Two    Nothing Struck 25 MPH or less
## 580     Male    No    Two    Nothing Struck 25 MPH or less
## 581     Male    No    Two    Nothing Struck 25 MPH or less
## 582   Female    No    Two    Nothing Struck      30-40 MPH
## 583     Male    No    Two             Ditch      45-60 MPH
## 584   Female    No    Two    Nothing Struck      45-60 MPH
## 585   Female    No    Two    Nothing Struck 25 MPH or less
## 586   Female    No    Two    Nothing Struck      30-40 MPH
## 587     Male    No    Two    Nothing Struck      45-60 MPH
## 588     Male    No    Two    Nothing Struck      30-40 MPH
## 589  Unknwon    No    Two             Other      30-40 MPH
## 590  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 591     Male    No    Two    Nothing Struck      45-60 MPH
## 592     Male    No    Two    Nothing Struck 25 MPH or less
## 593  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 594     Male    No    Two    Nothing Struck      30-40 MPH
## 595     Male    No    Two    Nothing Struck      30-40 MPH
## 596     Male    No    Two             Other 25 MPH or less
## 597     Male    No    Two             Ditch      45-60 MPH
## 598     Male    No    Two    Nothing Struck      30-40 MPH
## 599     Male    No    Two    Nothing Struck 25 MPH or less
## 600   Female    No    Two    Nothing Struck      45-60 MPH
## 601  Unknwon    No    Two             Other 25 MPH or less
## 602   Female    No    Two    Nothing Struck      30-40 MPH
## 603     Male    No    Two      Utility Pole      30-40 MPH
## 604  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 605   Female    No    Two    Nothing Struck      30-40 MPH
## 606     Male    No    Two    Nothing Struck 25 MPH or less
## 607     Male    No    Two    Nothing Struck      45-60 MPH
## 608     Male    No    Two             Ditch      45-60 MPH
## 609   Female    No    Two    Nothing Struck      45-60 MPH
## 610     Male    No    Two    Nothing Struck      30-40 MPH
## 611   Female    No    Two    Nothing Struck      30-40 MPH
## 612     Male    No    Two             Ditch      45-60 MPH
## 613   Female    No    Two    Nothing Struck      45-60 MPH
## 614     Male    No    Two    Nothing Struck      30-40 MPH
## 615   Female    No    Two    Nothing Struck      30-40 MPH
## 616     Male    No    Two    Nothing Struck 25 MPH or less
## 617     Male    No    Two    Nothing Struck 25 MPH or less
## 618   Female    No    Two    Nothing Struck      45-60 MPH
## 619     Male    No    Two    Nothing Struck      65-70 MPH
## 620   Female    No    Two    Nothing Struck      45-60 MPH
## 621     Male    No    Two    Nothing Struck 25 MPH or less
## 622   Female    No    Two    Nothing Struck      30-40 MPH
## 623     Male    No    Two    Nothing Struck      30-40 MPH
## 624     Male    No    Two    Nothing Struck      30-40 MPH
## 625   Female    No    Two    Nothing Struck      45-60 MPH
## 626   Female    No    Two    Nothing Struck      30-40 MPH
## 627     Male    No    Two    Nothing Struck 25 MPH or less
## 628  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 629   Female    No    Two    Nothing Struck      30-40 MPH
## 630   Female    No    Two    Nothing Struck      30-40 MPH
## 631     Male    No    Two    Nothing Struck      45-60 MPH
## 632     Male    No    Two    Nothing Struck 25 MPH or less
## 633     Male    No    Two    Nothing Struck 25 MPH or less
## 634  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 635     Male    No    Two    Nothing Struck      45-60 MPH
## 636   Female    No    Two    Nothing Struck      45-60 MPH
## 637     Male    No    Two             Other 25 MPH or less
## 638   Female    No    Two    Nothing Struck      30-40 MPH
## 639  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 640     Male    No    Two    Nothing Struck      45-60 MPH
## 641   Female    No    Two    Nothing Struck      30-40 MPH
## 642     Male    No    Two    Nothing Struck      30-40 MPH
## 643     Male    No    Two    Nothing Struck      30-40 MPH
## 644   Female    No    Two    Nothing Struck 25 MPH or less
## 645     Male    No    Two    Nothing Struck      45-60 MPH
## 646     Male    No    Two    Nothing Struck      45-60 MPH
## 647     Male   Yes    Two             Ditch 25 MPH or less
## 648   Female    No    Two    Nothing Struck      30-40 MPH
## 649   Female    No    Two    Nothing Struck      30-40 MPH
## 650     Male    No    Two    Nothing Struck      45-60 MPH
## 651   Female    No    Two    Nothing Struck      45-60 MPH
## 652     Male    No    Two    Nothing Struck 25 MPH or less
## 653     Male    No    Two    Nothing Struck      30-40 MPH
## 654  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 655   Female    No    Two             Ditch      45-60 MPH
## 656   Female    No    Two    Nothing Struck      30-40 MPH
## 657   Female    No    Two    Nothing Struck      30-40 MPH
## 658     Male    No    Two             Other      45-60 MPH
## 659   Female    No    Two    Nothing Struck      45-60 MPH
## 660   Female    No    Two             Other      45-60 MPH
## 661     Male    No    Two    Nothing Struck      45-60 MPH
## 662     Male    No    Two    Nothing Struck      30-40 MPH
## 663   Female    No    Two    Nothing Struck      30-40 MPH
## 664     Male    No    Two    Nothing Struck      45-60 MPH
## 665     Male    No    Two    Nothing Struck 25 MPH or less
## 666     Male    No    Two    Nothing Struck 25 MPH or less
## 667   Female    No    Two    Nothing Struck      30-40 MPH
## 668   Female    No    Two    Nothing Struck      30-40 MPH
## 669   Female    No    Two    Nothing Struck 25 MPH or less
## 670     Male    No    Two    Nothing Struck      45-60 MPH
## 671   Female    No    Two    Nothing Struck      45-60 MPH
## 672     Male    No    Two    Nothing Struck 25 MPH or less
## 673     Male    No    Two             Other      45-60 MPH
## 674     Male    No    Two    Nothing Struck      30-40 MPH
## 675  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 676     Male    No    Two    Nothing Struck      30-40 MPH
## 677   Female    No    Two    Nothing Struck      65-70 MPH
## 678   Female    No    Two    Nothing Struck      30-40 MPH
## 679     Male    No    Two    Nothing Struck      45-60 MPH
## 680   Female    No    Two    Nothing Struck      45-60 MPH
## 681   Female    No    Two    Nothing Struck      65-70 MPH
## 682  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 683     Male    No    Two             Other      65-70 MPH
## 684   Female    No    Two    Nothing Struck 25 MPH or less
## 685     Male    No    Two    Nothing Struck 25 MPH or less
## 686     Male    No    Two    Nothing Struck      45-60 MPH
## 687     Male    No    Two    Nothing Struck      45-60 MPH
## 688     Male    No    Two    Nothing Struck      30-40 MPH
## 689     Male    No    Two    Nothing Struck      30-40 MPH
## 690     Male    No    Two Traffic Sign Post      65-70 MPH
## 691  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 692     Male    No    Two    Nothing Struck 25 MPH or less
## 693     Male    No    Two    Nothing Struck 25 MPH or less
## 694     Male    No    Two    Nothing Struck      45-60 MPH
## 695   Female    No    Two    Nothing Struck      30-40 MPH
## 696   Female    No    Two    Nothing Struck 25 MPH or less
## 697     Male    No    Two    Nothing Struck      45-60 MPH
## 698     Male    No    Two    Nothing Struck 25 MPH or less
## 699     Male    No    Two    Nothing Struck      45-60 MPH
## 700     Male    No    Two    Nothing Struck      45-60 MPH
## 701     Male    No    Two    Nothing Struck 25 MPH or less
## 702  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 703   Female    No    Two    Nothing Struck      30-40 MPH
## 704     Male    No    Two    Nothing Struck 25 MPH or less
## 705     Male    No    Two    Nothing Struck 25 MPH or less
## 706  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 707     Male    No    Two             Other      45-60 MPH
## 708     Male    No    Two    Nothing Struck      45-60 MPH
## 709     Male    No    Two    Nothing Struck      45-60 MPH
## 710  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 711     Male    No    Two    Nothing Struck      30-40 MPH
## 712   Female    No    Two    Nothing Struck      30-40 MPH
## 713     Male    No    Two    Nothing Struck 25 MPH or less
## 714   Female    No    Two    Nothing Struck      45-60 MPH
## 715  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 716  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 717     Male    No    Two             Other 25 MPH or less
## 718     Male    No    Two             Ditch      45-60 MPH
## 719   Female    No    Two    Nothing Struck      45-60 MPH
## 720     Male    No    Two Traffic Sign Post 25 MPH or less
## 721     Male    No    Two    Nothing Struck      30-40 MPH
## 722   Female    No    Two    Nothing Struck      45-60 MPH
## 723   Female    No    Two    Nothing Struck      30-40 MPH
## 724     Male    No    Two Traffic Sign Post      45-60 MPH
## 725   Female    No    Two    Nothing Struck 25 MPH or less
## 726     Male    No    Two    Nothing Struck 25 MPH or less
## 727   Female    No    Two    Nothing Struck      30-40 MPH
## 728   Female    No    Two    Nothing Struck      30-40 MPH
## 729     Male    No    Two    Nothing Struck      45-60 MPH
## 730   Female    No    Two    Nothing Struck 25 MPH or less
## 731     Male    No    Two    Nothing Struck      30-40 MPH
## 732     Male    No    Two    Nothing Struck      30-40 MPH
## 733     Male    No    Two    Nothing Struck      45-60 MPH
## 734   Female    No    Two    Nothing Struck      30-40 MPH
## 735     Male    No    Two    Nothing Struck 25 MPH or less
## 736     Male    No    Two    Nothing Struck      30-40 MPH
## 737   Female    No    Two    Nothing Struck      30-40 MPH
## 738     Male    No    Two    Nothing Struck      30-40 MPH
## 739   Female    No    Two    Nothing Struck 25 MPH or less
## 740     Male    No    Two    Nothing Struck 25 MPH or less
## 741     Male    No    Two    Nothing Struck 25 MPH or less
## 742   Female    No    Two    Nothing Struck      45-60 MPH
## 743   Female    No    Two             Other      30-40 MPH
## 744     Male    No    Two    Nothing Struck      30-40 MPH
## 745     Male    No    Two    Nothing Struck      30-40 MPH
## 746   Female    No    Two    Nothing Struck      30-40 MPH
## 747     Male    No    Two    Nothing Struck      30-40 MPH
## 748   Female    No    Two    Nothing Struck 25 MPH or less
## 749  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 750   Female    No    Two    Nothing Struck 25 MPH or less
## 751   Female    No    Two    Nothing Struck      30-40 MPH
## 752   Female    No    Two    Nothing Struck      30-40 MPH
## 753   Female    No    Two    Nothing Struck      30-40 MPH
## 754     Male    No    Two    Nothing Struck      45-60 MPH
## 755   Female    No    Two    Nothing Struck 25 MPH or less
## 756     Male    No    Two    Nothing Struck      30-40 MPH
## 757     Male    No    Two             Other      45-60 MPH
## 758     Male    No    Two    Nothing Struck      45-60 MPH
## 759  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 760     Male    No    Two    Nothing Struck 25 MPH or less
## 761   Female    No    Two    Nothing Struck      30-40 MPH
## 762     Male    No    Two    Nothing Struck 25 MPH or less
## 763     Male    No    Two             Ditch      45-60 MPH
## 764     Male    No    Two    Nothing Struck      45-60 MPH
## 765   Female    No    Two    Nothing Struck 25 MPH or less
## 766     Male    No    Two    Nothing Struck      45-60 MPH
## 767   Female    No    Two    Nothing Struck      30-40 MPH
## 768   Female    No    Two    Nothing Struck      45-60 MPH
## 769     Male    No    Two    Nothing Struck      30-40 MPH
## 770   Female    No    Two    Nothing Struck 25 MPH or less
## 771     Male    No    Two    Nothing Struck      45-60 MPH
## 772     Male    No    Two    Nothing Struck 25 MPH or less
## 773     Male    No    Two    Nothing Struck      30-40 MPH
## 774   Female    No    Two    Nothing Struck 25 MPH or less
## 775   Female    No    Two    Nothing Struck      45-60 MPH
## 776   Female    No    Two    Nothing Struck      45-60 MPH
## 777     Male    No    Two    Nothing Struck      30-40 MPH
## 778   Female    No    Two    Nothing Struck      45-60 MPH
## 779     Male    No    Two    Nothing Struck      30-40 MPH
## 780     Male    No    Two    Nothing Struck      45-60 MPH
## 781   Female    No    Two    Nothing Struck      30-40 MPH
## 782   Female    No    Two    Nothing Struck      30-40 MPH
## 783   Female    No    Two    Nothing Struck      45-60 MPH
## 784     Male    No    Two             Ditch      45-60 MPH
## 785     Male    No    Two    Nothing Struck      30-40 MPH
## 786     Male    No    Two             Other      30-40 MPH
## 787  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 788     Male    No    Two    Nothing Struck 25 MPH or less
## 789     Male    No    Two    Nothing Struck 25 MPH or less
## 790     Male    No    Two    Nothing Struck      30-40 MPH
## 791   Female    No    Two    Nothing Struck      30-40 MPH
## 792     Male    No    Two    Nothing Struck 25 MPH or less
## 793     Male    No    Two    Nothing Struck      45-60 MPH
## 794     Male    No    Two    Nothing Struck      45-60 MPH
## 795     Male    No    Two    Nothing Struck      30-40 MPH
## 796     Male    No    Two    Nothing Struck      30-40 MPH
## 797     Male    No    Two    Nothing Struck      45-60 MPH
## 798     Male    No    Two    Nothing Struck      30-40 MPH
## 799   Female    No    Two    Nothing Struck      30-40 MPH
## 800     Male    No    Two    Nothing Struck 25 MPH or less
## 801   Female    No    Two    Nothing Struck      45-60 MPH
## 802     Male    No    Two             Ditch      45-60 MPH
## 803     Male    No    Two    Nothing Struck 25 MPH or less
## 804   Female    No    Two    Nothing Struck 25 MPH or less
## 805     Male    No    Two    Nothing Struck      45-60 MPH
## 806     Male    No    Two    Nothing Struck      30-40 MPH
## 807     Male    No    Two    Nothing Struck      30-40 MPH
## 808     Male    No    Two    Nothing Struck 25 MPH or less
## 809   Female    No    Two    Nothing Struck      45-60 MPH
## 810   Female    No    Two    Nothing Struck      30-40 MPH
## 811   Female    No    Two    Nothing Struck      30-40 MPH
## 812     Male    No    Two    Nothing Struck 25 MPH or less
## 813   Female    No    Two    Nothing Struck 25 MPH or less
## 814   Female    No    Two    Nothing Struck      30-40 MPH
## 815     Male    No    Two    Nothing Struck 25 MPH or less
## 816     Male    No    Two    Nothing Struck      45-60 MPH
## 817     Male    No    Two    Nothing Struck 25 MPH or less
## 818   Female    No    Two    Nothing Struck      45-60 MPH
## 819  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 820  Unknwon    No    Two             Other      45-60 MPH
## 821   Female    No    Two             Ditch      30-40 MPH
## 822     Male    No    Two    Nothing Struck      30-40 MPH
## 823     Male    No    Two    Nothing Struck      45-60 MPH
## 824     Male    No    Two    Nothing Struck      30-40 MPH
## 825     Male    No    Two    Nothing Struck 25 MPH or less
## 826     Male    No    Two    Nothing Struck      30-40 MPH
## 827  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 828     Male    No    Two    Nothing Struck      30-40 MPH
## 829  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 830  Unknwon    No    Two             Other 25 MPH or less
## 831     Male    No    Two    Nothing Struck      45-60 MPH
## 832     Male    No    Two    Nothing Struck      45-60 MPH
## 833     Male    No    Two    Nothing Struck      30-40 MPH
## 834     Male    No    Two    Nothing Struck      30-40 MPH
## 835   Female    No    Two    Nothing Struck 25 MPH or less
## 836     Male    No    Two    Nothing Struck      30-40 MPH
## 837     Male    No    Two    Nothing Struck 25 MPH or less
## 838   Female    No    Two      Utility Pole      45-60 MPH
## 839     Male    No    Two    Nothing Struck 25 MPH or less
## 840     Male    No    Two    Nothing Struck 25 MPH or less
## 841     Male    No    Two    Nothing Struck      45-60 MPH
## 842     Male    No    Two    Nothing Struck      45-60 MPH
## 843     Male    No    Two    Nothing Struck      45-60 MPH
## 844   Female    No    Two             Other      30-40 MPH
## 845     Male    No    Two    Nothing Struck      45-60 MPH
## 846   Female    No    Two    Nothing Struck 25 MPH or less
## 847   Female    No    Two    Nothing Struck 25 MPH or less
## 848  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 849     Male    No    Two    Nothing Struck      30-40 MPH
## 850   Female    No    Two    Nothing Struck      45-60 MPH
## 851   Female    No    Two    Nothing Struck      30-40 MPH
## 852   Female    No    Two    Nothing Struck      65-70 MPH
## 853     Male    No    Two    Nothing Struck 25 MPH or less
## 854     Male    No    Two    Nothing Struck      45-60 MPH
## 855  Unknwon    No    Two             Other      30-40 MPH
## 856     Male    No    Two    Nothing Struck 25 MPH or less
## 857  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 858     Male    No    Two    Nothing Struck 25 MPH or less
## 859     Male    No    Two    Nothing Struck      30-40 MPH
## 860     Male    No    Two             Ditch      45-60 MPH
## 861   Female    No    Two    Nothing Struck 25 MPH or less
## 862     Male    No    Two    Nothing Struck      30-40 MPH
## 863     Male    No    Two    Nothing Struck      30-40 MPH
## 864  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 865   Female    No    Two    Nothing Struck 25 MPH or less
## 866     Male    No    Two    Nothing Struck      45-60 MPH
## 867     Male    No    Two    Nothing Struck      30-40 MPH
## 868     Male    No    Two    Nothing Struck      45-60 MPH
## 869     Male    No    Two    Nothing Struck 25 MPH or less
## 870     Male    No    Two             Ditch      45-60 MPH
## 871   Female    No    Two    Nothing Struck 25 MPH or less
## 872     Male    No    Two    Nothing Struck      30-40 MPH
## 873   Female    No    Two    Nothing Struck 25 MPH or less
## 874   Female    No    Two    Nothing Struck      45-60 MPH
## 875   Female    No    Two    Nothing Struck 25 MPH or less
## 876     Male    No    Two    Nothing Struck 25 MPH or less
## 877     Male    No    Two             Other      45-60 MPH
## 878   Female    No    Two    Nothing Struck 25 MPH or less
## 879   Female    No    Two    Nothing Struck 25 MPH or less
## 880     Male    No    Two    Nothing Struck      45-60 MPH
## 881     Male    No    Two    Nothing Struck      65-70 MPH
## 882   Female    No    Two    Nothing Struck      30-40 MPH
## 883   Female    No    Two             Other      30-40 MPH
## 884     Male    No    Two    Nothing Struck      30-40 MPH
## 885   Female    No    Two    Nothing Struck      45-60 MPH
## 886     Male    No    Two    Nothing Struck      30-40 MPH
## 887     Male    No    Two             Ditch      45-60 MPH
## 888   Female    No    Two    Nothing Struck 25 MPH or less
## 889   Female    No    Two    Nothing Struck      45-60 MPH
## 890   Female    No    Two    Nothing Struck 25 MPH or less
## 891     Male    No    Two    Nothing Struck      45-60 MPH
## 892     Male    No    Two    Nothing Struck      30-40 MPH
## 893   Female    No    Two    Nothing Struck      30-40 MPH
## 894   Female    No    Two    Nothing Struck      45-60 MPH
## 895     Male    No    Two    Nothing Struck      45-60 MPH
## 896     Male    No    Two    Nothing Struck      30-40 MPH
## 897   Female    No    Two    Nothing Struck      30-40 MPH
## 898     Male    No    Two    Nothing Struck      30-40 MPH
## 899     Male    No    Two    Nothing Struck      30-40 MPH
## 900   Female    No    Two    Nothing Struck      65-70 MPH
## 901   Female    No    Two    Nothing Struck 25 MPH or less
## 902   Female    No    Two    Nothing Struck      30-40 MPH
## 903   Female    No    Two    Nothing Struck      30-40 MPH
## 904     Male    No    Two      Utility Pole      30-40 MPH
## 905     Male    No    Two    Nothing Struck      45-60 MPH
## 906     Male    No    Two             Ditch      45-60 MPH
## 907   Female    No    Two    Nothing Struck      65-70 MPH
## 908   Female    No    Two      Utility Pole      30-40 MPH
## 909     Male    No    Two    Nothing Struck      30-40 MPH
## 910   Female    No    Two    Nothing Struck      30-40 MPH
## 911     Male    No    Two    Nothing Struck      30-40 MPH
## 912     Male    No    Two    Nothing Struck 25 MPH or less
## 913   Female    No    Two    Nothing Struck 25 MPH or less
## 914   Female    No    Two    Nothing Struck      30-40 MPH
## 915  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 916  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 917     Male    No    Two    Nothing Struck      45-60 MPH
## 918     Male    No    Two             Other 25 MPH or less
## 919  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 920  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 921     Male    No    Two    Nothing Struck      30-40 MPH
## 922  Unknwon    No    Two    Nothing Struck      45-60 MPH
## 923     Male    No    Two    Nothing Struck      65-70 MPH
## 924   Female    No    Two    Nothing Struck      30-40 MPH
## 925     Male    No    Two             Other      45-60 MPH
## 926     Male    No    Two             Other 25 MPH or less
## 927     Male    No    Two    Nothing Struck      65-70 MPH
## 928  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 929     Male    No    Two      Utility Pole 25 MPH or less
## 930  Unknwon    No    Two Traffic Sign Post      65-70 MPH
## 931   Female    No    Two             Other      30-40 MPH
## 932     Male    No    Two    Nothing Struck      45-60 MPH
## 933   Female    No    Two    Nothing Struck      45-60 MPH
## 934     Male    No    Two    Nothing Struck 25 MPH or less
## 935   Female    No    Two    Nothing Struck      45-60 MPH
## 936     Male    No    Two    Nothing Struck      45-60 MPH
## 937   Female    No    Two    Nothing Struck      30-40 MPH
## 938     Male    No    Two    Nothing Struck 25 MPH or less
## 939   Female    No    Two    Nothing Struck 25 MPH or less
## 940   Female    No    Two    Nothing Struck      45-60 MPH
## 941     Male    No    Two    Nothing Struck      45-60 MPH
## 942   Female    No    Two    Nothing Struck      30-40 MPH
## 943   Female    No    Two    Nothing Struck 25 MPH or less
## 944     Male    No    Two    Nothing Struck      30-40 MPH
## 945  Unknwon    No    Two    Nothing Struck 25 MPH or less
## 946   Female    No    Two    Nothing Struck 25 MPH or less
## 947   Female    No    Two    Nothing Struck      45-60 MPH
## 948     Male    No    Two    Nothing Struck 25 MPH or less
## 949  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 950     Male    No    Two    Nothing Struck      45-60 MPH
## 951     Male    No    Two             Other      45-60 MPH
## 952   Female    No    Two    Nothing Struck      30-40 MPH
## 953     Male    No    Two    Nothing Struck 25 MPH or less
## 954     Male    No    Two    Nothing Struck      45-60 MPH
## 955   Female    No    Two    Nothing Struck 25 MPH or less
## 956   Female    No    Two    Nothing Struck      45-60 MPH
## 957     Male    No    Two    Nothing Struck      45-60 MPH
## 958   Female    No    Two    Nothing Struck      30-40 MPH
## 959     Male    No    Two    Nothing Struck      45-60 MPH
## 960   Female    No    Two             Ditch      45-60 MPH
## 961     Male    No    Two             Ditch      45-60 MPH
## 962   Female    No    Two    Nothing Struck      30-40 MPH
## 963     Male    No    Two    Nothing Struck      45-60 MPH
## 964     Male    No    Two    Nothing Struck      30-40 MPH
## 965     Male    No    Two    Nothing Struck      30-40 MPH
## 966   Female    No    Two    Nothing Struck      45-60 MPH
## 967     Male    No    Two    Nothing Struck 25 MPH or less
## 968     Male    No    Two    Nothing Struck      30-40 MPH
## 969     Male    No    Two    Nothing Struck      30-40 MPH
## 970     Male    No    Two    Nothing Struck      30-40 MPH
## 971     Male    No    Two    Nothing Struck      45-60 MPH
## 972     Male    No    Two    Nothing Struck      30-40 MPH
## 973     Male    No    Two    Nothing Struck      30-40 MPH
## 974  Unknwon    No    Two    Nothing Struck      30-40 MPH
## 975     Male    No    Two    Nothing Struck      45-60 MPH
## 976     Male    No    Two    Nothing Struck      45-60 MPH
## 977     Male    No    Two             Other      45-60 MPH
## 978     Male    No    Two    Nothing Struck      45-60 MPH
## 979   Female    No    Two    Nothing Struck      30-40 MPH
## 980     Male    No    Two             Other      30-40 MPH
## 981     Male    No    Two    Nothing Struck      45-60 MPH
## 982     Male    No    Two    Nothing Struck      30-40 MPH
## 983   Female    No    Two    Nothing Struck 25 MPH or less
## 984     Male    No    Two    Nothing Struck      30-40 MPH
## 985     Male    No    Two    Nothing Struck      45-60 MPH
## 986   Female    No    Two    Nothing Struck 25 MPH or less
## 987     Male    No    Two    Nothing Struck 25 MPH or less
## 988     Male    No    Two             Other      30-40 MPH
## 989   Female    No    Two    Nothing Struck 25 MPH or less
## 990  Unknwon    No    Two    Nothing Struck      65-70 MPH
## 991     Male    No    Two    Nothing Struck      30-40 MPH
## 992   Female    No    Two    Nothing Struck      45-60 MPH
## 993     Male    No    Two             Other      65-70 MPH
## 994   Female    No    Two    Nothing Struck      30-40 MPH
## 995     Male    No    Two    Nothing Struck      30-40 MPH
## 996     Male    No    Two    Nothing Struck      30-40 MPH
## 997   Female    No    Two    Nothing Struck      45-60 MPH
## 998     Male    No    Two    Nothing Struck      30-40 MPH
## 999   Female    No    Two             Other 25 MPH or less
## 1000    Male    No    Two    Nothing Struck      30-40 MPH
## 1001  Female    No    Two    Nothing Struck 25 MPH or less
## 1002  Female    No    Two    Nothing Struck      30-40 MPH
## 1003  Female    No    Two    Nothing Struck 25 MPH or less
## 1004 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 1005 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1006    Male    No    Two             Other 25 MPH or less
## 1007    Male    No    Two             Ditch      45-60 MPH
## 1008  Female    No    Two    Nothing Struck      45-60 MPH
## 1009    Male    No    Two    Nothing Struck      30-40 MPH
## 1010    Male    No    Two    Nothing Struck      45-60 MPH
## 1011  Female    No    Two             Ditch      45-60 MPH
## 1012    Male    No    Two    Nothing Struck      30-40 MPH
## 1013    Male    No    Two    Nothing Struck      30-40 MPH
## 1014    Male    No    Two             Other      65-70 MPH
## 1015  Female    No    Two    Nothing Struck 25 MPH or less
## 1016    Male    No    Two    Nothing Struck      45-60 MPH
## 1017  Female    No    Two             Other 25 MPH or less
## 1018    Male    No    Two    Nothing Struck      30-40 MPH
## 1019    Male    No    Two    Nothing Struck 25 MPH or less
## 1020  Female    No    Two             Other 25 MPH or less
## 1021    Male    No    Two    Nothing Struck      30-40 MPH
## 1022    Male    No    Two    Nothing Struck      30-40 MPH
## 1023    Male    No    Two    Nothing Struck      45-60 MPH
## 1024    Male    No    Two    Nothing Struck      45-60 MPH
## 1025 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1026  Female    No  Multi    Nothing Struck      30-40 MPH
## 1027    Male    No    Two             Other 25 MPH or less
## 1028  Female    No  Multi    Nothing Struck      30-40 MPH
## 1029    Male    No  Multi    Nothing Struck 25 MPH or less
## 1030    Male    No  Multi    Nothing Struck      45-60 MPH
## 1031    Male    No    Two    Nothing Struck 25 MPH or less
## 1032    Male    No    Two    Nothing Struck      30-40 MPH
## 1033    Male    No  Multi    Nothing Struck      30-40 MPH
## 1034  Female    No  Multi    Nothing Struck      30-40 MPH
## 1035    Male    No  Multi    Nothing Struck      30-40 MPH
## 1036  Female    No    Two    Nothing Struck      30-40 MPH
## 1037    Male    No  Multi    Nothing Struck      30-40 MPH
## 1038  Female    No  Multi    Nothing Struck      45-60 MPH
## 1039  Female    No    Two    Nothing Struck 25 MPH or less
## 1040  Female    No  Multi    Nothing Struck      45-60 MPH
## 1041    Male    No  Multi    Nothing Struck      30-40 MPH
## 1042    Male    No  Multi    Nothing Struck      30-40 MPH
## 1043  Female    No  Multi    Nothing Struck      30-40 MPH
## 1044    Male    No    Two    Nothing Struck      30-40 MPH
## 1045    Male    No  Multi    Nothing Struck      30-40 MPH
## 1046    Male    No  Multi    Nothing Struck      45-60 MPH
## 1047    Male    No    Two    Nothing Struck      30-40 MPH
## 1048    Male    No  Multi    Nothing Struck      45-60 MPH
## 1049    Male    No    Two    Nothing Struck 25 MPH or less
## 1050    Male    No    Two    Nothing Struck      30-40 MPH
## 1051    Male    No    Two    Nothing Struck 25 MPH or less
## 1052  Female    No    Two    Nothing Struck 25 MPH or less
## 1053    Male    No  Multi             Other      30-40 MPH
## 1054    Male    No    Two    Nothing Struck      45-60 MPH
## 1055    Male    No    Two    Nothing Struck      30-40 MPH
## 1056    Male    No  Multi    Nothing Struck 25 MPH or less
## 1057    Male    No    One    Nothing Struck 25 MPH or less
## 1058    Male    No  Multi    Nothing Struck      45-60 MPH
## 1059  Female    No  Multi    Nothing Struck 25 MPH or less
## 1060    Male    No    Two Traffic Sign Post      30-40 MPH
## 1061    Male    No  Multi    Nothing Struck      30-40 MPH
## 1062  Female    No    Two    Nothing Struck      30-40 MPH
## 1063    Male    No    Two    Nothing Struck 25 MPH or less
## 1064    Male    No    Two    Nothing Struck 25 MPH or less
## 1065    Male    No  Multi    Nothing Struck      30-40 MPH
## 1066    Male    No    Two    Nothing Struck      30-40 MPH
## 1067  Female    No    Two    Nothing Struck      30-40 MPH
## 1068    Male    No    Two    Nothing Struck      30-40 MPH
## 1069    Male    No    Two    Nothing Struck      30-40 MPH
## 1070    Male    No  Multi    Nothing Struck      30-40 MPH
## 1071    Male    No    Two    Nothing Struck      30-40 MPH
## 1072 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1073 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 1074    Male    No    Two    Nothing Struck 25 MPH or less
## 1075  Female    No    Two    Nothing Struck 25 MPH or less
## 1076    Male    No    Two    Nothing Struck      30-40 MPH
## 1077 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1078    Male    No  Multi    Nothing Struck      30-40 MPH
## 1079  Female    No    Two    Nothing Struck      30-40 MPH
## 1080  Female    No    Two    Nothing Struck      30-40 MPH
## 1081    Male    No    Two    Nothing Struck      45-60 MPH
## 1082  Female    No    Two    Nothing Struck      30-40 MPH
## 1083    Male   Yes  Multi             Other 25 MPH or less
## 1084    Male    No    Two    Nothing Struck 25 MPH or less
## 1085    Male    No    Two    Nothing Struck      45-60 MPH
## 1086    Male    No    Two      Utility Pole      30-40 MPH
## 1087 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1088  Female    No  Multi    Nothing Struck      30-40 MPH
## 1089  Female    No  Multi    Nothing Struck      30-40 MPH
## 1090    Male    No    Two    Nothing Struck      30-40 MPH
## 1091    Male    No  Multi    Nothing Struck      30-40 MPH
## 1092  Female    No    Two    Nothing Struck 25 MPH or less
## 1093    Male    No    Two    Nothing Struck      30-40 MPH
## 1094    Male    No    Two    Nothing Struck 25 MPH or less
## 1095    Male    No  Multi    Nothing Struck      30-40 MPH
## 1096 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1097    Male    No    One    Nothing Struck      30-40 MPH
## 1098  Female    No  Multi    Nothing Struck      30-40 MPH
## 1099    Male    No  Multi    Nothing Struck      30-40 MPH
## 1100  Female    No    Two    Nothing Struck      45-60 MPH
## 1101    Male    No    Two    Nothing Struck 25 MPH or less
## 1102    Male    No  Multi    Nothing Struck      30-40 MPH
## 1103  Female    No  Multi    Nothing Struck 25 MPH or less
## 1104    Male    No  Multi    Nothing Struck 25 MPH or less
## 1105    Male    No    Two      Utility Pole 25 MPH or less
## 1106 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1107  Female    No  Multi    Nothing Struck      45-60 MPH
## 1108  Female    No    Two    Nothing Struck      45-60 MPH
## 1109  Female    No  Multi    Nothing Struck      30-40 MPH
## 1110  Female    No    Two    Nothing Struck      30-40 MPH
## 1111  Female    No    Two    Nothing Struck 25 MPH or less
## 1112  Female    No  Multi    Nothing Struck      45-60 MPH
## 1113    Male   Yes    One    Nothing Struck      65-70 MPH
## 1114  Female    No    One    Nothing Struck 25 MPH or less
## 1115    Male    No  Multi Traffic Sign Post      30-40 MPH
## 1116    Male    No    One    Nothing Struck 25 MPH or less
## 1117  Female    No    Two    Nothing Struck 25 MPH or less
## 1118    Male    No  Multi    Nothing Struck 25 MPH or less
## 1119    Male    No    Two    Nothing Struck      30-40 MPH
## 1120  Female    No    Two    Nothing Struck      30-40 MPH
## 1121 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1122    Male    No  Multi    Nothing Struck 25 MPH or less
## 1123    Male    No  Multi    Nothing Struck      30-40 MPH
## 1124    Male    No    Two    Nothing Struck      30-40 MPH
## 1125  Female    No  Multi    Nothing Struck 25 MPH or less
## 1126    Male    No  Multi    Nothing Struck      30-40 MPH
## 1127    Male    No    Two    Nothing Struck 25 MPH or less
## 1128  Female    No    Two             Ditch 25 MPH or less
## 1129    Male    No    Two    Nothing Struck 25 MPH or less
## 1130    Male    No  Multi    Nothing Struck      30-40 MPH
## 1131    Male    No    One    Nothing Struck 25 MPH or less
## 1132    Male    No    Two    Nothing Struck      30-40 MPH
## 1133    Male    No  Multi    Nothing Struck      30-40 MPH
## 1134 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 1135  Female    No    Two    Nothing Struck      45-60 MPH
## 1136 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 1137    Male    No  Multi    Nothing Struck      45-60 MPH
## 1138    Male    No    Two    Nothing Struck 25 MPH or less
## 1139  Female    No  Multi    Nothing Struck 25 MPH or less
## 1140  Female    No    Two    Nothing Struck      30-40 MPH
## 1141    Male    No    Two    Nothing Struck 25 MPH or less
## 1142 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1143  Female    No  Multi    Nothing Struck      30-40 MPH
## 1144  Female    No  Multi             Other      30-40 MPH
## 1145    Male    No  Multi    Nothing Struck      30-40 MPH
## 1146 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1147    Male    No    Two    Nothing Struck 25 MPH or less
## 1148  Female    No  Multi    Nothing Struck      30-40 MPH
## 1149    Male    No  Multi    Nothing Struck      30-40 MPH
## 1150    Male    No    Two    Nothing Struck      30-40 MPH
## 1151  Female    No    Two    Nothing Struck 25 MPH or less
## 1152    Male    No    Two    Nothing Struck      30-40 MPH
## 1153 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 1154  Female    No  Multi    Nothing Struck 25 MPH or less
## 1155  Female    No    Two    Nothing Struck 25 MPH or less
## 1156    Male    No    One    Nothing Struck 25 MPH or less
## 1157    Male    No    Two    Nothing Struck 25 MPH or less
## 1158  Female   Yes    Two             Ditch      45-60 MPH
## 1159    Male    No  Multi    Nothing Struck      45-60 MPH
## 1160  Female    No    Two    Nothing Struck      45-60 MPH
## 1161  Female    No    Two    Nothing Struck 25 MPH or less
## 1162  Female    No    Two    Nothing Struck      30-40 MPH
## 1163  Female    No  Multi    Nothing Struck 25 MPH or less
## 1164    Male    No  Multi    Nothing Struck      30-40 MPH
## 1165    Male    No    Two             Other      30-40 MPH
## 1166    Male    No    Two    Nothing Struck      30-40 MPH
## 1167    Male    No    Two    Nothing Struck      30-40 MPH
## 1168    Male    No  Multi    Nothing Struck 25 MPH or less
## 1169    Male    No  Multi    Nothing Struck 25 MPH or less
## 1170  Female    No  Multi    Nothing Struck      30-40 MPH
## 1171    Male    No    Two    Nothing Struck 25 MPH or less
## 1172  Female    No    Two    Nothing Struck      45-60 MPH
## 1173    Male    No  Multi      Utility Pole      30-40 MPH
## 1174  Female    No  Multi    Nothing Struck      45-60 MPH
## 1175    Male    No  Multi    Nothing Struck      30-40 MPH
## 1176  Female    No  Multi    Nothing Struck      45-60 MPH
## 1177    Male    No    Two Traffic Sign Post 25 MPH or less
## 1178    Male    No  Multi    Nothing Struck 25 MPH or less
## 1179  Female    No  Multi    Nothing Struck      30-40 MPH
## 1180 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1181    Male    No  Multi Traffic Sign Post      30-40 MPH
## 1182  Female    No    Two    Nothing Struck      30-40 MPH
## 1183    Male    No    Two    Nothing Struck      30-40 MPH
## 1184 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1185    Male    No  Multi             Other      45-60 MPH
## 1186    Male    No  Multi    Nothing Struck      45-60 MPH
## 1187    Male    No    Two    Nothing Struck      30-40 MPH
## 1188    Male   Yes    Two    Nothing Struck 25 MPH or less
## 1189    Male    No  Multi    Nothing Struck      30-40 MPH
## 1190    Male    No    Two    Nothing Struck 25 MPH or less
## 1191    Male    No  Multi    Nothing Struck      30-40 MPH
## 1192  Female    No  Multi    Nothing Struck 25 MPH or less
## 1193  Female    No    Two    Nothing Struck      30-40 MPH
## 1194    Male    No  Multi    Nothing Struck      30-40 MPH
## 1195    Male    No  Multi    Nothing Struck      45-60 MPH
## 1196    Male    No  Multi    Nothing Struck      30-40 MPH
## 1197  Female    No  Multi    Nothing Struck      30-40 MPH
## 1198    Male    No  Multi    Nothing Struck 25 MPH or less
## 1199    Male    No  Multi    Nothing Struck 25 MPH or less
## 1200    Male    No  Multi    Nothing Struck      30-40 MPH
## 1201  Female    No  Multi    Nothing Struck      30-40 MPH
## 1202    Male    No    One    Nothing Struck      30-40 MPH
## 1203    Male    No    Two    Nothing Struck      30-40 MPH
## 1204    Male    No    Two    Nothing Struck 25 MPH or less
## 1205  Female    No    Two    Nothing Struck      30-40 MPH
## 1206    Male    No  Multi    Nothing Struck      30-40 MPH
## 1207  Female    No  Multi    Nothing Struck      30-40 MPH
## 1208  Female    No  Multi    Nothing Struck      30-40 MPH
## 1209    Male    No  Multi    Nothing Struck      30-40 MPH
## 1210    Male    No    Two    Nothing Struck 25 MPH or less
## 1211  Female    No    Two    Nothing Struck      30-40 MPH
## 1212    Male    No    Two    Nothing Struck      45-60 MPH
## 1213  Female    No    Two    Nothing Struck      30-40 MPH
## 1214  Female    No    Two    Nothing Struck      30-40 MPH
## 1215  Female    No    Two Traffic Sign Post 25 MPH or less
## 1216    Male    No  Multi    Nothing Struck      30-40 MPH
## 1217    Male    No  Multi    Nothing Struck      65-70 MPH
## 1218    Male    No    Two    Nothing Struck      30-40 MPH
## 1219    Male    No  Multi    Nothing Struck      30-40 MPH
## 1220    Male    No    Two    Nothing Struck      30-40 MPH
## 1221    Male    No  Multi    Nothing Struck      30-40 MPH
## 1222    Male    No    Two    Nothing Struck 25 MPH or less
## 1223  Female    No  Multi    Nothing Struck      30-40 MPH
## 1224    Male    No    One    Nothing Struck      30-40 MPH
## 1225  Female    No    One    Nothing Struck      30-40 MPH
## 1226    Male    No  Multi    Nothing Struck      30-40 MPH
## 1227    Male    No  Multi    Nothing Struck      30-40 MPH
## 1228  Female    No  Multi    Nothing Struck      30-40 MPH
## 1229 Unknwon   Yes    Two    Nothing Struck 25 MPH or less
## 1230  Female    No  Multi    Nothing Struck      30-40 MPH
## 1231    Male    No  Multi    Nothing Struck      30-40 MPH
## 1232  Female    No    One    Nothing Struck 25 MPH or less
## 1233    Male    No    Two    Nothing Struck      30-40 MPH
## 1234    Male    No  Multi    Nothing Struck 25 MPH or less
## 1235    Male    No  Multi    Nothing Struck      30-40 MPH
## 1236  Female    No    Two    Nothing Struck 25 MPH or less
## 1237  Female    No  Multi    Nothing Struck 25 MPH or less
## 1238 Unknwon    No    Two Traffic Sign Post      30-40 MPH
## 1239    Male    No  Multi    Nothing Struck      30-40 MPH
## 1240  Female    No    One    Nothing Struck      30-40 MPH
## 1241 Unknwon    No    One    Nothing Struck 25 MPH or less
## 1242    Male    No  Multi    Nothing Struck 25 MPH or less
## 1243    Male    No  Multi    Nothing Struck 25 MPH or less
## 1244  Female    No  Multi    Nothing Struck      30-40 MPH
## 1245  Female    No  Multi    Nothing Struck      30-40 MPH
## 1246    Male    No  Multi    Nothing Struck      30-40 MPH
## 1247    Male    No    Two             Other 25 MPH or less
## 1248 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1249    Male   Yes    One    Nothing Struck 25 MPH or less
## 1250    Male    No    Two    Nothing Struck      30-40 MPH
## 1251 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1252  Female    No    Two    Nothing Struck 25 MPH or less
## 1253    Male    No    Two      Utility Pole 25 MPH or less
## 1254  Female    No  Multi    Nothing Struck      45-60 MPH
## 1255    Male    No  Multi    Nothing Struck      30-40 MPH
## 1256  Female    No  Multi    Nothing Struck 25 MPH or less
## 1257  Female    No    Two    Nothing Struck      30-40 MPH
## 1258    Male    No  Multi    Nothing Struck      30-40 MPH
## 1259    Male    No    Two    Nothing Struck      30-40 MPH
## 1260    Male    No  Multi    Nothing Struck      30-40 MPH
## 1261  Female    No    Two    Nothing Struck 25 MPH or less
## 1262    Male    No    Two    Nothing Struck 25 MPH or less
## 1263  Female    No    Two    Nothing Struck      30-40 MPH
## 1264    Male    No    Two    Nothing Struck      30-40 MPH
## 1265    Male    No    Two    Nothing Struck 25 MPH or less
## 1266    Male    No  Multi    Nothing Struck      30-40 MPH
## 1267    Male    No    Two    Nothing Struck      45-60 MPH
## 1268  Female    No  Multi    Nothing Struck 25 MPH or less
## 1269  Female    No  Multi    Nothing Struck      30-40 MPH
## 1270    Male    No    Two    Nothing Struck      30-40 MPH
## 1271  Female    No  Multi    Nothing Struck      30-40 MPH
## 1272    Male    No  Multi    Nothing Struck      30-40 MPH
## 1273    Male    No    Two    Nothing Struck 25 MPH or less
## 1274    Male    No    Two    Nothing Struck 25 MPH or less
## 1275    Male    No  Multi    Nothing Struck      30-40 MPH
## 1276    Male    No    Two    Nothing Struck 25 MPH or less
## 1277  Female    No    One    Nothing Struck 25 MPH or less
## 1278    Male    No  Multi    Nothing Struck      30-40 MPH
## 1279  Female    No    Two    Nothing Struck      45-60 MPH
## 1280 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1281    Male    No    Two    Nothing Struck 25 MPH or less
## 1282    Male    No    Two    Nothing Struck 25 MPH or less
## 1283  Female    No    Two    Nothing Struck      45-60 MPH
## 1284    Male    No    Two    Nothing Struck      30-40 MPH
## 1285    Male    No  Multi    Nothing Struck      45-60 MPH
## 1286  Female    No    Two    Nothing Struck 25 MPH or less
## 1287    Male    No  Multi    Nothing Struck 25 MPH or less
## 1288 Unknwon    No    One    Nothing Struck      30-40 MPH
## 1289 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1290  Female    No    Two    Nothing Struck      30-40 MPH
## 1291    Male    No  Multi    Nothing Struck      45-60 MPH
## 1292    Male    No  Multi    Nothing Struck      30-40 MPH
## 1293    Male    No    Two    Nothing Struck      45-60 MPH
## 1294  Female    No    Two    Nothing Struck 25 MPH or less
## 1295  Female    No    Two    Nothing Struck 25 MPH or less
## 1296    Male    No    Two    Nothing Struck      30-40 MPH
## 1297  Female    No  Multi    Nothing Struck      30-40 MPH
## 1298    Male    No    Two    Nothing Struck      30-40 MPH
## 1299 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1300  Female    No    Two    Nothing Struck 25 MPH or less
## 1301    Male    No    Two    Nothing Struck 25 MPH or less
## 1302    Male    No  Multi    Nothing Struck      45-60 MPH
## 1303 Unknwon    No    One    Nothing Struck 25 MPH or less
## 1304  Female    No  Multi    Nothing Struck      30-40 MPH
## 1305  Female    No    Two    Nothing Struck 25 MPH or less
## 1306    Male    No    Two    Nothing Struck      30-40 MPH
## 1307    Male    No    Two    Nothing Struck 25 MPH or less
## 1308    Male    No    Two    Nothing Struck      45-60 MPH
## 1309  Female    No    One    Nothing Struck 25 MPH or less
## 1310    Male    No  Multi    Nothing Struck 25 MPH or less
## 1311  Female    No    Two    Nothing Struck      30-40 MPH
## 1312    Male    No    One    Nothing Struck 25 MPH or less
## 1313    Male    No  Multi             Other      30-40 MPH
## 1314    Male    No  Multi    Nothing Struck      30-40 MPH
## 1315    Male    No    Two    Nothing Struck 25 MPH or less
## 1316    Male    No    Two             Other 25 MPH or less
## 1317    Male    No  Multi    Nothing Struck      45-60 MPH
## 1318    Male    No    Two    Nothing Struck 25 MPH or less
## 1319    Male    No    Two    Nothing Struck 25 MPH or less
## 1320    Male    No    Two Traffic Sign Post      45-60 MPH
## 1321  Female    No    Two    Nothing Struck      65-70 MPH
## 1322  Female    No  Multi    Nothing Struck      45-60 MPH
## 1323    Male    No    Two    Nothing Struck      45-60 MPH
## 1324    Male    No    Two             Other      45-60 MPH
## 1325    Male    No    Two             Other      65-70 MPH
## 1326    Male    No    Two             Other      30-40 MPH
## 1327    Male    No  Multi    Nothing Struck      65-70 MPH
## 1328    Male    No    Two    Nothing Struck      45-60 MPH
## 1329    Male    No    Two             Ditch      45-60 MPH
## 1330    Male    No  Multi    Nothing Struck      30-40 MPH
## 1331  Female    No  Multi    Nothing Struck      45-60 MPH
## 1332    Male    No    Two    Nothing Struck      45-60 MPH
## 1333    Male    No    One    Nothing Struck      45-60 MPH
## 1334    Male    No  Multi    Nothing Struck 25 MPH or less
## 1335    Male    No  Multi    Nothing Struck      45-60 MPH
## 1336    Male    No    Two    Nothing Struck      45-60 MPH
## 1337    Male    No    Two             Other      30-40 MPH
## 1338  Female    No  Multi    Nothing Struck      30-40 MPH
## 1339    Male    No    Two             Ditch      45-60 MPH
## 1340    Male    No    Two             Other      45-60 MPH
## 1341    Male    No  Multi    Nothing Struck      45-60 MPH
## 1342  Female    No    Two    Nothing Struck      45-60 MPH
## 1343    Male    No    Two    Nothing Struck      65-70 MPH
## 1344    Male   Yes  Multi    Nothing Struck      65-70 MPH
## 1345  Female    No    Two    Nothing Struck      45-60 MPH
## 1346    Male   Yes    Two             Other      30-40 MPH
## 1347    Male    No    Two    Nothing Struck      45-60 MPH
## 1348  Female   Yes    Two    Nothing Struck      45-60 MPH
## 1349    Male    No    Two    Nothing Struck      45-60 MPH
## 1350    Male   Yes    Two             Ditch      45-60 MPH
## 1351    Male    No  Multi    Nothing Struck      45-60 MPH
## 1352    Male    No  Multi    Nothing Struck      65-70 MPH
## 1353    Male    No  Multi    Nothing Struck      45-60 MPH
## 1354  Female    No    Two    Nothing Struck      45-60 MPH
## 1355  Female    No    Two    Nothing Struck      45-60 MPH
## 1356    Male    No    Two    Nothing Struck      45-60 MPH
## 1357    Male    No  Multi    Nothing Struck      30-40 MPH
## 1358  Female    No    Two    Nothing Struck      45-60 MPH
## 1359    Male    No    Two    Nothing Struck      45-60 MPH
## 1360    Male    No  Multi    Nothing Struck      30-40 MPH
## 1361  Female    No    Two    Nothing Struck      45-60 MPH
## 1362  Female    No    Two    Nothing Struck      45-60 MPH
## 1363    Male   Yes    Two             Ditch      45-60 MPH
## 1364  Female    No    Two    Nothing Struck      45-60 MPH
## 1365    Male    No  Multi    Nothing Struck 25 MPH or less
## 1366  Female    No    Two    Nothing Struck      45-60 MPH
## 1367 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 1368  Female    No    Two             Ditch      45-60 MPH
## 1369    Male    No    Two    Nothing Struck      45-60 MPH
## 1370  Female    No    Two    Nothing Struck      45-60 MPH
## 1371    Male    No    Two    Nothing Struck      45-60 MPH
## 1372    Male    No    Two             Other      45-60 MPH
## 1373    Male    No    One    Nothing Struck      45-60 MPH
## 1374    Male    No    Two    Nothing Struck      45-60 MPH
## 1375    Male    No    Two    Nothing Struck      45-60 MPH
## 1376    Male   Yes    Two Traffic Sign Post      45-60 MPH
## 1377    Male    No  Multi             Other      65-70 MPH
## 1378  Female    No  Multi    Nothing Struck      65-70 MPH
## 1379  Female    No    Two    Nothing Struck 25 MPH or less
## 1380  Female    No    Two             Ditch      45-60 MPH
## 1381    Male    No    Two    Nothing Struck      45-60 MPH
## 1382    Male    No    Two    Nothing Struck      45-60 MPH
## 1383    Male    No    Two    Nothing Struck      45-60 MPH
## 1384    Male    No    Two    Nothing Struck      45-60 MPH
## 1385    Male    No    One    Nothing Struck      30-40 MPH
## 1386    Male    No    Two    Nothing Struck      45-60 MPH
## 1387  Female    No  Multi    Nothing Struck      30-40 MPH
## 1388    Male    No  Multi    Nothing Struck      45-60 MPH
## 1389    Male    No    Two    Nothing Struck      30-40 MPH
## 1390  Female    No    Two    Nothing Struck      45-60 MPH
## 1391    Male    No  Multi    Nothing Struck      45-60 MPH
## 1392  Female    No    Two    Nothing Struck      45-60 MPH
## 1393  Female    No  Multi    Nothing Struck      45-60 MPH
## 1394    Male    No    Two    Nothing Struck      45-60 MPH
## 1395    Male    No    Two    Nothing Struck      45-60 MPH
## 1396    Male    No    Two Traffic Sign Post      45-60 MPH
## 1397    Male    No    Two    Nothing Struck      45-60 MPH
## 1398    Male    No    Two    Nothing Struck      45-60 MPH
## 1399    Male    No  Multi    Nothing Struck      45-60 MPH
## 1400    Male    No    Two    Nothing Struck      45-60 MPH
## 1401  Female    No    Two    Nothing Struck      30-40 MPH
## 1402    Male    No    Two    Nothing Struck      30-40 MPH
## 1403  Female    No    One    Nothing Struck      30-40 MPH
## 1404  Female    No    Two    Nothing Struck 25 MPH or less
## 1405    Male    No  Multi    Nothing Struck      30-40 MPH
## 1406    Male    No    Two Traffic Sign Post      45-60 MPH
## 1407    Male    No    Two    Nothing Struck 25 MPH or less
## 1408    Male    No    Two             Other 25 MPH or less
## 1409    Male    No    Two    Nothing Struck 25 MPH or less
## 1410  Female    No    Two    Nothing Struck      45-60 MPH
## 1411    Male    No    Two    Nothing Struck 25 MPH or less
## 1412  Female    No    Two    Nothing Struck 25 MPH or less
## 1413    Male    No    Two    Nothing Struck 25 MPH or less
## 1414  Female    No    Two      Utility Pole      45-60 MPH
## 1415    Male    No    Two    Nothing Struck      45-60 MPH
## 1416    Male    No    Two    Nothing Struck      45-60 MPH
## 1417    Male    No    Two    Nothing Struck      30-40 MPH
## 1418    Male    No    Two    Nothing Struck      45-60 MPH
## 1419    Male    No  Multi             Other      30-40 MPH
## 1420    Male    No    Two    Nothing Struck      30-40 MPH
## 1421    Male    No    Two             Ditch      45-60 MPH
## 1422    Male    No  Multi    Nothing Struck      45-60 MPH
## 1423  Female    No  Multi    Nothing Struck      45-60 MPH
## 1424    Male    No  Multi    Nothing Struck      30-40 MPH
## 1425    Male    No    Two    Nothing Struck      45-60 MPH
## 1426    Male    No  Multi    Nothing Struck      30-40 MPH
## 1427  Female    No  Multi    Nothing Struck      30-40 MPH
## 1428 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1429  Female    No  Multi    Nothing Struck      30-40 MPH
## 1430    Male    No    Two    Nothing Struck      45-60 MPH
## 1431    Male    No    Two    Nothing Struck      45-60 MPH
## 1432  Female    No    Two    Nothing Struck      30-40 MPH
## 1433  Female    No  Multi    Nothing Struck      45-60 MPH
## 1434  Female    No    Two    Nothing Struck      45-60 MPH
## 1435    Male    No    Two             Other      45-60 MPH
## 1436    Male    No  Multi    Nothing Struck      45-60 MPH
## 1437  Female    No  Multi    Nothing Struck      30-40 MPH
## 1438    Male    No    Two    Nothing Struck 25 MPH or less
## 1439    Male    No    Two             Other      30-40 MPH
## 1440  Female    No  Multi Traffic Sign Post      30-40 MPH
## 1441  Female    No    Two    Nothing Struck 25 MPH or less
## 1442 Unknwon    No    Two             Other 25 MPH or less
## 1443 Unknwon    No  Multi             Other      30-40 MPH
## 1444    Male    No    Two    Nothing Struck 25 MPH or less
## 1445    Male    No    Two    Nothing Struck 25 MPH or less
## 1446  Female    No    Two             Other      45-60 MPH
## 1447 Unknwon    No    Two Traffic Sign Post      45-60 MPH
## 1448    Male    No  Multi    Nothing Struck      30-40 MPH
## 1449  Female    No  Multi    Nothing Struck      45-60 MPH
## 1450  Female    No    Two    Nothing Struck      30-40 MPH
## 1451    Male    No    Two    Nothing Struck 25 MPH or less
## 1452  Female    No    Two             Other 25 MPH or less
## 1453 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1454  Female    No    Two    Nothing Struck 25 MPH or less
## 1455  Female    No    Two    Nothing Struck      30-40 MPH
## 1456 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1457    Male    No    Two    Nothing Struck 25 MPH or less
## 1458    Male   Yes    Two    Nothing Struck 25 MPH or less
## 1459  Female    No    Two    Nothing Struck 25 MPH or less
## 1460    Male    No    Two    Nothing Struck      45-60 MPH
## 1461  Female    No    One    Nothing Struck      30-40 MPH
## 1462  Female    No  Multi    Nothing Struck 25 MPH or less
## 1463    Male    No    One    Nothing Struck      30-40 MPH
## 1464    Male    No    Two      Utility Pole      30-40 MPH
## 1465  Female    No  Multi    Nothing Struck      30-40 MPH
## 1466  Female    No  Multi    Nothing Struck      30-40 MPH
## 1467  Female    No  Multi    Nothing Struck 25 MPH or less
## 1468    Male    No    Two    Nothing Struck 25 MPH or less
## 1469    Male    No  Multi    Nothing Struck      30-40 MPH
## 1470    Male    No  Multi    Nothing Struck      30-40 MPH
## 1471  Female    No  Multi    Nothing Struck      45-60 MPH
## 1472 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1473    Male    No  Multi    Nothing Struck      30-40 MPH
## 1474  Female    No  Multi    Nothing Struck 25 MPH or less
## 1475  Female    No    Two    Nothing Struck 25 MPH or less
## 1476    Male    No  Multi    Nothing Struck      30-40 MPH
## 1477  Female    No  Multi    Nothing Struck      30-40 MPH
## 1478  Female    No    One    Nothing Struck 25 MPH or less
## 1479  Female    No    Two             Other 25 MPH or less
## 1480 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1481 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1482  Female    No  Multi    Nothing Struck      45-60 MPH
## 1483    Male    No    Two    Nothing Struck 25 MPH or less
## 1484  Female    No    Two    Nothing Struck 25 MPH or less
## 1485  Female    No  Multi    Nothing Struck      30-40 MPH
## 1486    Male    No  Multi    Nothing Struck 25 MPH or less
## 1487  Female    No  Multi Traffic Sign Post      30-40 MPH
## 1488    Male    No  Multi    Nothing Struck 25 MPH or less
## 1489    Male    No    Two    Nothing Struck 25 MPH or less
## 1490    Male    No    Two    Nothing Struck      30-40 MPH
## 1491    Male    No    Two      Utility Pole 25 MPH or less
## 1492    Male    No  Multi    Nothing Struck      30-40 MPH
## 1493    Male    No  Multi    Nothing Struck      45-60 MPH
## 1494    Male    No  Multi    Nothing Struck 25 MPH or less
## 1495  Female    No  Multi    Nothing Struck      30-40 MPH
## 1496    Male    No    Two    Nothing Struck 25 MPH or less
## 1497    Male    No    Two    Nothing Struck      45-60 MPH
## 1498  Female    No  Multi    Nothing Struck 25 MPH or less
## 1499    Male    No    Two    Nothing Struck      30-40 MPH
## 1500    Male    No    Two    Nothing Struck      45-60 MPH
## 1501    Male    No    Two    Nothing Struck 25 MPH or less
## 1502  Female    No    Two    Nothing Struck 25 MPH or less
## 1503    Male    No  Multi    Nothing Struck      30-40 MPH
## 1504    Male    No    Two    Nothing Struck 25 MPH or less
## 1505  Female    No  Multi    Nothing Struck      30-40 MPH
## 1506    Male    No  Multi    Nothing Struck 25 MPH or less
## 1507  Female    No  Multi    Nothing Struck      30-40 MPH
## 1508    Male    No    One    Nothing Struck      30-40 MPH
## 1509  Female    No    Two    Nothing Struck      30-40 MPH
## 1510  Female    No  Multi    Nothing Struck      30-40 MPH
## 1511    Male    No    Two    Nothing Struck      30-40 MPH
## 1512    Male    No  Multi    Nothing Struck      30-40 MPH
## 1513  Female    No    Two    Nothing Struck      30-40 MPH
## 1514  Female    No  Multi    Nothing Struck      45-60 MPH
## 1515 Unknwon    No    One    Nothing Struck      30-40 MPH
## 1516 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1517  Female    No  Multi    Nothing Struck 25 MPH or less
## 1518  Female    No    Two    Nothing Struck 25 MPH or less
## 1519    Male    No    Two    Nothing Struck 25 MPH or less
## 1520 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1521  Female    No    Two    Nothing Struck 25 MPH or less
## 1522    Male    No    Two    Nothing Struck 25 MPH or less
## 1523  Female    No    Two    Nothing Struck      45-60 MPH
## 1524    Male    No    Two    Nothing Struck      30-40 MPH
## 1525  Female    No    Two    Nothing Struck      30-40 MPH
## 1526  Female    No  Multi    Nothing Struck      30-40 MPH
## 1527    Male    No    Two    Nothing Struck      30-40 MPH
## 1528    Male    No    Two    Nothing Struck 25 MPH or less
## 1529    Male    No  Multi    Nothing Struck      30-40 MPH
## 1530    Male    No  Multi    Nothing Struck      30-40 MPH
## 1531  Female    No    Two             Other      30-40 MPH
## 1532    Male    No  Multi    Nothing Struck      30-40 MPH
## 1533 Unknwon    No    Two      Utility Pole 25 MPH or less
## 1534    Male    No    Two    Nothing Struck      30-40 MPH
## 1535    Male    No    Two    Nothing Struck      30-40 MPH
## 1536    Male    No  Multi    Nothing Struck      45-60 MPH
## 1537    Male    No  Multi    Nothing Struck      30-40 MPH
## 1538    Male    No  Multi    Nothing Struck      45-60 MPH
## 1539    Male    No    Two      Utility Pole 25 MPH or less
## 1540    Male    No    Two    Nothing Struck      45-60 MPH
## 1541    Male    No    Two    Nothing Struck      45-60 MPH
## 1542    Male    No  Multi    Nothing Struck      30-40 MPH
## 1543    Male    No    Two             Other 25 MPH or less
## 1544    Male    No  Multi    Nothing Struck      30-40 MPH
## 1545    Male    No  Multi    Nothing Struck 25 MPH or less
## 1546 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1547    Male    No    Two    Nothing Struck 25 MPH or less
## 1548  Female    No    Two             Ditch      45-60 MPH
## 1549  Female    No    Two    Nothing Struck 25 MPH or less
## 1550  Female    No  Multi    Nothing Struck      30-40 MPH
## 1551    Male    No    Two    Nothing Struck      45-60 MPH
## 1552  Female    No  Multi    Nothing Struck      30-40 MPH
## 1553  Female    No  Multi    Nothing Struck      30-40 MPH
## 1554    Male    No  Multi    Nothing Struck      30-40 MPH
## 1555    Male    No    Two    Nothing Struck      30-40 MPH
## 1556  Female    No  Multi    Nothing Struck 25 MPH or less
## 1557  Female    No  Multi    Nothing Struck      30-40 MPH
## 1558 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1559    Male    No    One    Nothing Struck 25 MPH or less
## 1560    Male    No    One    Nothing Struck      45-60 MPH
## 1561    Male    No    Two    Nothing Struck      30-40 MPH
## 1562  Female    No    Two    Nothing Struck 25 MPH or less
## 1563  Female    No    Two    Nothing Struck      45-60 MPH
## 1564 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1565 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1566  Female    No    Two    Nothing Struck      45-60 MPH
## 1567    Male    No  Multi    Nothing Struck      45-60 MPH
## 1568    Male    No  Multi    Nothing Struck      30-40 MPH
## 1569    Male    No  Multi    Nothing Struck      30-40 MPH
## 1570    Male    No    Two    Nothing Struck 25 MPH or less
## 1571  Female    No    Two    Nothing Struck 25 MPH or less
## 1572    Male    No    Two    Nothing Struck 25 MPH or less
## 1573    Male    No  Multi      Utility Pole      30-40 MPH
## 1574    Male    No  Multi    Nothing Struck      30-40 MPH
## 1575  Female    No    One    Nothing Struck 25 MPH or less
## 1576  Female    No    Two    Nothing Struck 25 MPH or less
## 1577 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1578    Male    No    Two    Nothing Struck 25 MPH or less
## 1579  Female    No  Multi    Nothing Struck      45-60 MPH
## 1580 Unknwon    No    One    Nothing Struck      30-40 MPH
## 1581  Female    No  Multi    Nothing Struck      30-40 MPH
## 1582    Male    No    Two    Nothing Struck      45-60 MPH
## 1583  Female    No  Multi    Nothing Struck      30-40 MPH
## 1584    Male    No    Two    Nothing Struck      30-40 MPH
## 1585  Female    No    Two    Nothing Struck      45-60 MPH
## 1586    Male    No  Multi    Nothing Struck 25 MPH or less
## 1587    Male    No    Two    Nothing Struck      30-40 MPH
## 1588  Female    No  Multi    Nothing Struck 25 MPH or less
## 1589  Female    No    One    Nothing Struck      30-40 MPH
## 1590  Female    No    Two    Nothing Struck 25 MPH or less
## 1591    Male    No    Two    Nothing Struck 25 MPH or less
## 1592  Female   Yes    Two             Other 25 MPH or less
## 1593  Female    No    Two    Nothing Struck      45-60 MPH
## 1594    Male    No    Two    Nothing Struck      30-40 MPH
## 1595 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1596    Male    No    Two    Nothing Struck 25 MPH or less
## 1597 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1598  Female    No  Multi    Nothing Struck      45-60 MPH
## 1599  Female    No    Two    Nothing Struck 25 MPH or less
## 1600 Unknwon    No    Two             Other 25 MPH or less
## 1601    Male    No  Multi             Other      45-60 MPH
## 1602    Male    No  Multi    Nothing Struck      45-60 MPH
## 1603 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1604    Male    No  Multi    Nothing Struck      30-40 MPH
## 1605  Female    No  Multi    Nothing Struck      30-40 MPH
## 1606  Female    No    Two    Nothing Struck 25 MPH or less
## 1607    Male    No    Two    Nothing Struck 25 MPH or less
## 1608    Male    No    Two    Nothing Struck      30-40 MPH
## 1609  Female    No  Multi      Utility Pole      30-40 MPH
## 1610  Female    No  Multi    Nothing Struck      30-40 MPH
## 1611    Male    No    One    Nothing Struck      30-40 MPH
## 1612    Male    No    Two    Nothing Struck 25 MPH or less
## 1613  Female    No  Multi    Nothing Struck 25 MPH or less
## 1614    Male    No  Multi    Nothing Struck      45-60 MPH
## 1615  Female    No    Two    Nothing Struck      30-40 MPH
## 1616    Male    No    Two    Nothing Struck      30-40 MPH
## 1617  Female    No    Two    Nothing Struck 25 MPH or less
## 1618    Male    No    Two    Nothing Struck 25 MPH or less
## 1619  Female   Yes    Two    Nothing Struck 25 MPH or less
## 1620    Male    No  Multi    Nothing Struck 25 MPH or less
## 1621 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1622    Male    No    Two    Nothing Struck      30-40 MPH
## 1623    Male    No    Two    Nothing Struck 25 MPH or less
## 1624 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1625    Male    No    Two    Nothing Struck      30-40 MPH
## 1626    Male    No    Two    Nothing Struck      30-40 MPH
## 1627    Male    No    Two    Nothing Struck 25 MPH or less
## 1628    Male    No  Multi    Nothing Struck      30-40 MPH
## 1629    Male    No  Multi    Nothing Struck 25 MPH or less
## 1630  Female    No    One    Nothing Struck      30-40 MPH
## 1631  Female    No  Multi    Nothing Struck 25 MPH or less
## 1632  Female    No  Multi    Nothing Struck      30-40 MPH
## 1633    Male    No    Two    Nothing Struck      30-40 MPH
## 1634    Male    No  Multi    Nothing Struck 25 MPH or less
## 1635  Female    No  Multi    Nothing Struck      30-40 MPH
## 1636    Male    No    Two    Nothing Struck 25 MPH or less
## 1637    Male    No    One    Nothing Struck      30-40 MPH
## 1638    Male    No    Two    Nothing Struck      30-40 MPH
## 1639    Male    No    Two    Nothing Struck 25 MPH or less
## 1640    Male    No  Multi    Nothing Struck 25 MPH or less
## 1641    Male    No    Two    Nothing Struck 25 MPH or less
## 1642    Male    No  Multi    Nothing Struck      30-40 MPH
## 1643 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1644 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1645    Male    No    One      Utility Pole 25 MPH or less
## 1646 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1647    Male    No    Two    Nothing Struck      30-40 MPH
## 1648    Male    No  Multi    Nothing Struck      30-40 MPH
## 1649    Male    No    Two    Nothing Struck      30-40 MPH
## 1650    Male    No  Multi    Nothing Struck 25 MPH or less
## 1651 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1652    Male    No  Multi    Nothing Struck      30-40 MPH
## 1653  Female    No    Two    Nothing Struck      30-40 MPH
## 1654    Male    No    Two    Nothing Struck 25 MPH or less
## 1655  Female    No    Two    Nothing Struck 25 MPH or less
## 1656 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1657    Male    No  Multi    Nothing Struck      30-40 MPH
## 1658 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1659  Female    No    Two             Other 25 MPH or less
## 1660    Male    No  Multi    Nothing Struck      45-60 MPH
## 1661  Female    No    Two    Nothing Struck      30-40 MPH
## 1662    Male    No  Multi    Nothing Struck      45-60 MPH
## 1663    Male    No  Multi    Nothing Struck      45-60 MPH
## 1664    Male    No  Multi    Nothing Struck      30-40 MPH
## 1665  Female    No  Multi             Other 25 MPH or less
## 1666    Male    No  Multi    Nothing Struck      30-40 MPH
## 1667 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 1668    Male    No    One             Other      30-40 MPH
## 1669    Male   Yes    Two    Nothing Struck      45-60 MPH
## 1670  Female    No    Two    Nothing Struck 25 MPH or less
## 1671 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1672    Male    No  Multi    Nothing Struck      30-40 MPH
## 1673 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1674    Male    No    Two    Nothing Struck      45-60 MPH
## 1675    Male    No  Multi    Nothing Struck      30-40 MPH
## 1676    Male    No    Two    Nothing Struck 25 MPH or less
## 1677 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1678  Female    No  Multi    Nothing Struck 25 MPH or less
## 1679    Male    No  Multi    Nothing Struck      30-40 MPH
## 1680  Female    No    Two    Nothing Struck      30-40 MPH
## 1681  Female    No    Two    Nothing Struck      45-60 MPH
## 1682  Female    No  Multi    Nothing Struck      30-40 MPH
## 1683    Male   Yes  Multi      Utility Pole      30-40 MPH
## 1684 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1685    Male    No    Two    Nothing Struck 25 MPH or less
## 1686    Male    No    Two    Nothing Struck      45-60 MPH
## 1687    Male    No    Two    Nothing Struck      30-40 MPH
## 1688  Female    No    One    Nothing Struck 25 MPH or less
## 1689    Male    No  Multi    Nothing Struck 25 MPH or less
## 1690    Male    No  Multi    Nothing Struck      30-40 MPH
## 1691  Female    No    Two    Nothing Struck 25 MPH or less
## 1692    Male    No    One    Nothing Struck      30-40 MPH
## 1693    Male    No  Multi    Nothing Struck 25 MPH or less
## 1694    Male    No  Multi    Nothing Struck      30-40 MPH
## 1695    Male    No    Two             Other 25 MPH or less
## 1696    Male    No    Two    Nothing Struck      45-60 MPH
## 1697    Male    No    Two    Nothing Struck      30-40 MPH
## 1698    Male   Yes    Two    Nothing Struck 25 MPH or less
## 1699    Male    No  Multi             Other      30-40 MPH
## 1700    Male    No    Two    Nothing Struck      45-60 MPH
## 1701  Female    No  Multi    Nothing Struck 25 MPH or less
## 1702  Female    No    Two    Nothing Struck      30-40 MPH
## 1703    Male    No    Two    Nothing Struck      30-40 MPH
## 1704 Unknwon    No    One    Nothing Struck 25 MPH or less
## 1705  Female    No  Multi    Nothing Struck      45-60 MPH
## 1706 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 1707    Male    No    Two    Nothing Struck 25 MPH or less
## 1708  Female    No  Multi Traffic Sign Post 25 MPH or less
## 1709  Female    No  Multi    Nothing Struck      30-40 MPH
## 1710    Male    No    One    Nothing Struck 25 MPH or less
## 1711 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1712    Male    No    Two             Other      30-40 MPH
## 1713  Female    No    Two             Other      45-60 MPH
## 1714    Male    No  Multi    Nothing Struck      30-40 MPH
## 1715    Male    No  Multi    Nothing Struck      30-40 MPH
## 1716  Female    No    Two    Nothing Struck      30-40 MPH
## 1717 Unknwon    No    One    Nothing Struck 25 MPH or less
## 1718  Female    No  Multi    Nothing Struck      45-60 MPH
## 1719    Male    No  Multi    Nothing Struck 25 MPH or less
## 1720  Female    No  Multi    Nothing Struck      30-40 MPH
## 1721  Female    No  Multi             Other      45-60 MPH
## 1722    Male    No    One             Other      30-40 MPH
## 1723 Unknwon    No    One    Nothing Struck 25 MPH or less
## 1724  Female    No  Multi    Nothing Struck      30-40 MPH
## 1725    Male    No  Multi    Nothing Struck      30-40 MPH
## 1726  Female    No    Two    Nothing Struck      30-40 MPH
## 1727  Female    No    Two    Nothing Struck 25 MPH or less
## 1728    Male    No    Two    Nothing Struck      30-40 MPH
## 1729 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1730  Female    No  Multi    Nothing Struck 25 MPH or less
## 1731    Male    No    Two    Nothing Struck      30-40 MPH
## 1732    Male    No    Two    Nothing Struck 25 MPH or less
## 1733    Male    No    Two    Nothing Struck 25 MPH or less
## 1734  Female    No  Multi    Nothing Struck      30-40 MPH
## 1735  Female    No  Multi             Other 25 MPH or less
## 1736  Female    No    Two    Nothing Struck 25 MPH or less
## 1737    Male    No  Multi    Nothing Struck      45-60 MPH
## 1738    Male    No    Two    Nothing Struck 25 MPH or less
## 1739 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1740  Female    No  Multi    Nothing Struck 25 MPH or less
## 1741    Male    No  Multi    Nothing Struck      45-60 MPH
## 1742    Male    No    Two    Nothing Struck      30-40 MPH
## 1743    Male    No  Multi    Nothing Struck 25 MPH or less
## 1744    Male    No    Two             Other 25 MPH or less
## 1745    Male    No  Multi    Nothing Struck      30-40 MPH
## 1746    Male    No  Multi    Nothing Struck      30-40 MPH
## 1747    Male    No    Two    Nothing Struck      30-40 MPH
## 1748    Male    No  Multi    Nothing Struck      30-40 MPH
## 1749  Female    No    One    Nothing Struck 25 MPH or less
## 1750    Male    No    Two    Nothing Struck      30-40 MPH
## 1751    Male    No    Two    Nothing Struck      45-60 MPH
## 1752    Male    No  Multi    Nothing Struck 25 MPH or less
## 1753 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1754    Male    No    Two    Nothing Struck 25 MPH or less
## 1755 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1756  Female    No    Two    Nothing Struck 25 MPH or less
## 1757    Male    No    Two    Nothing Struck 25 MPH or less
## 1758  Female    No  Multi    Nothing Struck 25 MPH or less
## 1759  Female    No  Multi    Nothing Struck      30-40 MPH
## 1760  Female    No    Two    Nothing Struck      30-40 MPH
## 1761  Female    No    Two             Other      30-40 MPH
## 1762    Male    No    Two    Nothing Struck      30-40 MPH
## 1763    Male    No  Multi    Nothing Struck 25 MPH or less
## 1764    Male    No    Two    Nothing Struck 25 MPH or less
## 1765    Male    No    Two    Nothing Struck      30-40 MPH
## 1766    Male    No    Two    Nothing Struck 25 MPH or less
## 1767  Female    No    Two    Nothing Struck 25 MPH or less
## 1768  Female    No  Multi    Nothing Struck 25 MPH or less
## 1769  Female    No    Two    Nothing Struck 25 MPH or less
## 1770 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1771  Female    No    Two    Nothing Struck 25 MPH or less
## 1772    Male    No    Two Traffic Sign Post 25 MPH or less
## 1773  Female    No    Two    Nothing Struck      45-60 MPH
## 1774    Male    No  Multi    Nothing Struck      30-40 MPH
## 1775    Male    No    Two    Nothing Struck      30-40 MPH
## 1776    Male    No  Multi    Nothing Struck      30-40 MPH
## 1777    Male    No    Two    Nothing Struck 25 MPH or less
## 1778    Male    No    One    Nothing Struck 25 MPH or less
## 1779  Female    No    Two    Nothing Struck 25 MPH or less
## 1780 Unknwon    No  Multi      Utility Pole      30-40 MPH
## 1781  Female    No  Multi    Nothing Struck      30-40 MPH
## 1782  Female    No    Two    Nothing Struck      30-40 MPH
## 1783    Male    No  Multi    Nothing Struck      30-40 MPH
## 1784 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1785    Male    No    Two    Nothing Struck      30-40 MPH
## 1786  Female    No  Multi    Nothing Struck      30-40 MPH
## 1787  Female    No  Multi    Nothing Struck      45-60 MPH
## 1788  Female    No    Two    Nothing Struck      45-60 MPH
## 1789    Male    No    Two    Nothing Struck      30-40 MPH
## 1790  Female    No    Two    Nothing Struck      30-40 MPH
## 1791    Male    No    One             Other 25 MPH or less
## 1792  Female    No  Multi    Nothing Struck      30-40 MPH
## 1793    Male    No    Two    Nothing Struck 25 MPH or less
## 1794    Male    No  Multi    Nothing Struck 25 MPH or less
## 1795  Female    No    Two    Nothing Struck      30-40 MPH
## 1796    Male    No  Multi    Nothing Struck 25 MPH or less
## 1797  Female    No    Two    Nothing Struck      30-40 MPH
## 1798  Female    No  Multi    Nothing Struck      30-40 MPH
## 1799    Male    No    One             Other 25 MPH or less
## 1800    Male    No    Two    Nothing Struck 25 MPH or less
## 1801  Female    No    Two    Nothing Struck      30-40 MPH
## 1802  Female    No  Multi    Nothing Struck 25 MPH or less
## 1803    Male    No    One    Nothing Struck      30-40 MPH
## 1804    Male    No    Two    Nothing Struck      30-40 MPH
## 1805  Female    No    Two    Nothing Struck 25 MPH or less
## 1806    Male    No    Two    Nothing Struck      45-60 MPH
## 1807 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1808  Female    No  Multi    Nothing Struck      30-40 MPH
## 1809  Female    No  Multi      Utility Pole      30-40 MPH
## 1810  Female    No    Two    Nothing Struck      30-40 MPH
## 1811    Male    No  Multi    Nothing Struck 25 MPH or less
## 1812    Male   Yes    Two    Nothing Struck 25 MPH or less
## 1813    Male    No    Two    Nothing Struck 25 MPH or less
## 1814    Male    No  Multi    Nothing Struck      30-40 MPH
## 1815    Male    No    Two    Nothing Struck      45-60 MPH
## 1816 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 1817  Female    No  Multi    Nothing Struck      30-40 MPH
## 1818    Male    No  Multi    Nothing Struck 25 MPH or less
## 1819 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1820  Female    No  Multi    Nothing Struck 25 MPH or less
## 1821    Male    No  Multi    Nothing Struck      30-40 MPH
## 1822    Male    No  Multi    Nothing Struck      45-60 MPH
## 1823    Male    No  Multi    Nothing Struck      30-40 MPH
## 1824    Male    No    One    Nothing Struck 25 MPH or less
## 1825  Female    No    Two      Utility Pole 25 MPH or less
## 1826  Female    No  Multi    Nothing Struck      30-40 MPH
## 1827    Male    No  Multi    Nothing Struck      30-40 MPH
## 1828    Male    No    Two    Nothing Struck 25 MPH or less
## 1829    Male    No  Multi             Ditch      65-70 MPH
## 1830    Male    No  Multi    Nothing Struck      45-60 MPH
## 1831    Male    No    Two    Nothing Struck      45-60 MPH
## 1832    Male    No    Two    Nothing Struck      45-60 MPH
## 1833  Female    No    Two             Ditch      45-60 MPH
## 1834    Male    No    Two    Nothing Struck      45-60 MPH
## 1835  Female    No    Two    Nothing Struck      65-70 MPH
## 1836    Male    No  Multi    Nothing Struck 25 MPH or less
## 1837    Male    No    Two    Nothing Struck      30-40 MPH
## 1838    Male    No    Two    Nothing Struck 25 MPH or less
## 1839    Male    No  Multi    Nothing Struck      30-40 MPH
## 1840    Male    No  Multi    Nothing Struck      65-70 MPH
## 1841    Male    No    Two    Nothing Struck      45-60 MPH
## 1842    Male    No    Two    Nothing Struck      45-60 MPH
## 1843    Male   Yes    Two             Ditch      45-60 MPH
## 1844    Male   Yes    Two    Nothing Struck      65-70 MPH
## 1845    Male    No    Two    Nothing Struck      65-70 MPH
## 1846    Male    No    Two             Other      45-60 MPH
## 1847    Male    No    Two             Other      65-70 MPH
## 1848    Male   Yes    Two             Other 25 MPH or less
## 1849    Male    No    Two    Nothing Struck      45-60 MPH
## 1850  Female   Yes    Two             Ditch      45-60 MPH
## 1851  Female    No    Two    Nothing Struck      45-60 MPH
## 1852    Male    No    Two    Nothing Struck      45-60 MPH
## 1853    Male    No    Two    Nothing Struck      45-60 MPH
## 1854    Male   Yes    Two             Ditch      30-40 MPH
## 1855    Male    No    One             Other      30-40 MPH
## 1856    Male    No    Two    Nothing Struck      45-60 MPH
## 1857    Male    No  Multi    Nothing Struck      30-40 MPH
## 1858    Male    No    Two    Nothing Struck      45-60 MPH
## 1859    Male    No    Two    Nothing Struck      45-60 MPH
## 1860    Male    No    Two    Nothing Struck      30-40 MPH
## 1861  Female    No    Two    Nothing Struck      45-60 MPH
## 1862    Male    No    Two    Nothing Struck      45-60 MPH
## 1863 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1864    Male    No  Multi    Nothing Struck      65-70 MPH
## 1865    Male   Yes    Two    Nothing Struck      65-70 MPH
## 1866    Male    No    Two    Nothing Struck      45-60 MPH
## 1867    Male   Yes  Multi Traffic Sign Post      30-40 MPH
## 1868    Male   Yes    Two    Nothing Struck      45-60 MPH
## 1869    Male    No    Two    Nothing Struck 25 MPH or less
## 1870    Male    No    Two    Nothing Struck      45-60 MPH
## 1871    Male    No    Two    Nothing Struck      45-60 MPH
## 1872  Female    No  Multi    Nothing Struck      45-60 MPH
## 1873  Female    No    Two    Nothing Struck      45-60 MPH
## 1874  Female    No  Multi    Nothing Struck      45-60 MPH
## 1875  Female    No    Two             Other      45-60 MPH
## 1876  Female    No    Two    Nothing Struck      45-60 MPH
## 1877  Female    No    Two    Nothing Struck      45-60 MPH
## 1878 Unknwon    No    Two Traffic Sign Post      45-60 MPH
## 1879    Male    No  Multi    Nothing Struck      45-60 MPH
## 1880    Male    No    Two             Ditch      65-70 MPH
## 1881    Male    No    Two    Nothing Struck      30-40 MPH
## 1882    Male    No    Two    Nothing Struck      45-60 MPH
## 1883    Male    No    Two    Nothing Struck      45-60 MPH
## 1884  Female    No  Multi    Nothing Struck      30-40 MPH
## 1885    Male    No    Two    Nothing Struck      65-70 MPH
## 1886    Male    No  Multi    Nothing Struck      30-40 MPH
## 1887    Male    No  Multi    Nothing Struck      45-60 MPH
## 1888    Male    No  Multi    Nothing Struck      65-70 MPH
## 1889    Male    No    Two             Ditch 25 MPH or less
## 1890  Female    No    Two             Other      45-60 MPH
## 1891    Male    No    Two    Nothing Struck      45-60 MPH
## 1892  Female    No    Two    Nothing Struck      45-60 MPH
## 1893    Male    No    Two             Other      45-60 MPH
## 1894  Female    No    Two    Nothing Struck      45-60 MPH
## 1895    Male    No    Two    Nothing Struck      30-40 MPH
## 1896    Male    No    Two    Nothing Struck      45-60 MPH
## 1897  Female    No    Two    Nothing Struck      45-60 MPH
## 1898  Female    No  Multi             Ditch      45-60 MPH
## 1899  Female    No  Multi Traffic Sign Post      65-70 MPH
## 1900  Female    No    Two    Nothing Struck      65-70 MPH
## 1901  Female    No    Two    Nothing Struck 25 MPH or less
## 1902  Female    No  Multi    Nothing Struck      65-70 MPH
## 1903  Female    No    Two    Nothing Struck      30-40 MPH
## 1904  Female    No  Multi    Nothing Struck      65-70 MPH
## 1905    Male    No    Two             Ditch      45-60 MPH
## 1906  Female    No    Two    Nothing Struck 25 MPH or less
## 1907  Female    No    Two    Nothing Struck      45-60 MPH
## 1908    Male    No    One    Nothing Struck      65-70 MPH
## 1909    Male    No  Multi    Nothing Struck      30-40 MPH
## 1910    Male    No    Two             Ditch      45-60 MPH
## 1911  Female   Yes    Two             Other 25 MPH or less
## 1912    Male    No    Two    Nothing Struck      45-60 MPH
## 1913    Male    No    Two    Nothing Struck 25 MPH or less
## 1914    Male    No  Multi             Other      65-70 MPH
## 1915    Male    No  Multi    Nothing Struck      30-40 MPH
## 1916    Male    No    Two    Nothing Struck      30-40 MPH
## 1917    Male    No  Multi    Nothing Struck      45-60 MPH
## 1918    Male    No  Multi Traffic Sign Post      45-60 MPH
## 1919  Female    No    Two    Nothing Struck      45-60 MPH
## 1920    Male   Yes  Multi    Nothing Struck 25 MPH or less
## 1921  Female    No    Two    Nothing Struck      45-60 MPH
## 1922    Male    No    Two             Other 25 MPH or less
## 1923    Male    No    Two             Ditch      45-60 MPH
## 1924  Female    No    Two    Nothing Struck      45-60 MPH
## 1925    Male    No  Multi    Nothing Struck      45-60 MPH
## 1926  Female    No    One             Other 25 MPH or less
## 1927    Male    No  Multi    Nothing Struck      30-40 MPH
## 1928  Female    No    Two    Nothing Struck      45-60 MPH
## 1929    Male   Yes    Two    Nothing Struck      65-70 MPH
## 1930  Female    No    Two             Other      45-60 MPH
## 1931    Male    No    Two    Nothing Struck      45-60 MPH
## 1932    Male    No  Multi    Nothing Struck      30-40 MPH
## 1933  Female    No    Two    Nothing Struck 25 MPH or less
## 1934    Male    No  Multi    Nothing Struck      45-60 MPH
## 1935  Female    No    Two             Ditch      30-40 MPH
## 1936  Female    No    Two    Nothing Struck 25 MPH or less
## 1937  Female    No    Two    Nothing Struck      30-40 MPH
## 1938    Male    No  Multi    Nothing Struck      45-60 MPH
## 1939    Male    No  Multi    Nothing Struck      30-40 MPH
## 1940    Male   Yes    Two    Nothing Struck      30-40 MPH
## 1941    Male    No    One    Nothing Struck      30-40 MPH
## 1942    Male    No    Two    Nothing Struck      45-60 MPH
## 1943    Male    No    Two    Nothing Struck      45-60 MPH
## 1944    Male    No  Multi    Nothing Struck      30-40 MPH
## 1945 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1946    Male    No    Two    Nothing Struck 25 MPH or less
## 1947    Male    No    Two    Nothing Struck      45-60 MPH
## 1948  Female    No    Two    Nothing Struck      45-60 MPH
## 1949    Male    No    Two    Nothing Struck      30-40 MPH
## 1950  Female    No    Two    Nothing Struck 25 MPH or less
## 1951  Female    No  Multi    Nothing Struck 25 MPH or less
## 1952    Male    No    Two    Nothing Struck 25 MPH or less
## 1953    Male    No    Two      Utility Pole      45-60 MPH
## 1954    Male    No    Two    Nothing Struck      30-40 MPH
## 1955    Male    No    Two    Nothing Struck 25 MPH or less
## 1956  Female    No  Multi    Nothing Struck      30-40 MPH
## 1957    Male    No    Two    Nothing Struck      45-60 MPH
## 1958    Male   Yes    Two Traffic Sign Post 25 MPH or less
## 1959 Unknwon    No    One    Nothing Struck 25 MPH or less
## 1960 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 1961  Female   Yes    Two    Nothing Struck      45-60 MPH
## 1962 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 1963    Male    No  Multi    Nothing Struck      30-40 MPH
## 1964 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 1965    Male    No    Two             Other      30-40 MPH
## 1966    Male    No  Multi    Nothing Struck 25 MPH or less
## 1967 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1968  Female    No    Two    Nothing Struck      45-60 MPH
## 1969  Female    No    Two    Nothing Struck      65-70 MPH
## 1970    Male   Yes    Two    Nothing Struck 25 MPH or less
## 1971  Female    No  Multi    Nothing Struck      45-60 MPH
## 1972    Male    No    Two      Utility Pole 25 MPH or less
## 1973    Male    No    Two    Nothing Struck 25 MPH or less
## 1974    Male    No  Multi    Nothing Struck      45-60 MPH
## 1975  Female    No    Two    Nothing Struck      30-40 MPH
## 1976    Male    No  Multi    Nothing Struck      30-40 MPH
## 1977 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 1978  Female    No    Two    Nothing Struck      45-60 MPH
## 1979    Male    No  Multi    Nothing Struck 25 MPH or less
## 1980    Male    No    Two    Nothing Struck      30-40 MPH
## 1981    Male    No  Multi    Nothing Struck 25 MPH or less
## 1982    Male    No  Multi    Nothing Struck      30-40 MPH
## 1983 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 1984    Male    No  Multi             Other      45-60 MPH
## 1985    Male    No    Two    Nothing Struck      45-60 MPH
## 1986  Female    No    Two    Nothing Struck 25 MPH or less
## 1987  Female    No    Two    Nothing Struck      45-60 MPH
## 1988    Male    No    One    Nothing Struck      30-40 MPH
## 1989  Female    No    Two             Other 25 MPH or less
## 1990  Female    No    Two    Nothing Struck 25 MPH or less
## 1991    Male    No    Two    Nothing Struck      45-60 MPH
## 1992    Male    No    Two    Nothing Struck      30-40 MPH
## 1993 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 1994  Female    No  Multi    Nothing Struck 25 MPH or less
## 1995  Female    No    Two    Nothing Struck      30-40 MPH
## 1996    Male    No    Two    Nothing Struck 25 MPH or less
## 1997    Male    No    Two    Nothing Struck 25 MPH or less
## 1998    Male    No    Two    Nothing Struck 25 MPH or less
## 1999    Male    No    Two             Other 25 MPH or less
## 2000    Male    No  Multi    Nothing Struck      45-60 MPH
## 2001  Female    No  Multi    Nothing Struck      30-40 MPH
## 2002    Male    No    Two    Nothing Struck 25 MPH or less
## 2003  Female    No    Two    Nothing Struck      30-40 MPH
## 2004  Female    No    Two    Nothing Struck      30-40 MPH
## 2005  Female    No    Two    Nothing Struck      30-40 MPH
## 2006    Male    No    Two    Nothing Struck      45-60 MPH
## 2007    Male    No    Two    Nothing Struck      45-60 MPH
## 2008    Male    No    Two    Nothing Struck      30-40 MPH
## 2009    Male    No    Two             Other 25 MPH or less
## 2010 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2011  Female    No    Two    Nothing Struck 25 MPH or less
## 2012  Female   Yes    Two    Nothing Struck 25 MPH or less
## 2013  Female    No    Two    Nothing Struck      45-60 MPH
## 2014    Male    No    One    Nothing Struck 25 MPH or less
## 2015  Female    No    Two    Nothing Struck 25 MPH or less
## 2016  Female    No    Two    Nothing Struck      30-40 MPH
## 2017    Male    No    Two             Other      30-40 MPH
## 2018    Male    No    Two    Nothing Struck      30-40 MPH
## 2019  Female    No  Multi    Nothing Struck      45-60 MPH
## 2020    Male   Yes    Two             Other      45-60 MPH
## 2021 Unknwon    No    Two             Other      30-40 MPH
## 2022    Male    No    Two    Nothing Struck 25 MPH or less
## 2023    Male   Yes    Two    Nothing Struck      45-60 MPH
## 2024    Male   Yes  Multi             Other      45-60 MPH
## 2025    Male    No    Two    Nothing Struck      30-40 MPH
## 2026    Male    No  Multi    Nothing Struck 25 MPH or less
## 2027    Male    No    Two    Nothing Struck      30-40 MPH
## 2028 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2029  Female    No  Multi    Nothing Struck      45-60 MPH
## 2030    Male    No    Two      Utility Pole 25 MPH or less
## 2031 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2032    Male    No    Two    Nothing Struck      45-60 MPH
## 2033    Male    No  Multi    Nothing Struck      30-40 MPH
## 2034    Male    No    Two    Nothing Struck      30-40 MPH
## 2035  Female    No    Two    Nothing Struck 25 MPH or less
## 2036    Male    No  Multi    Nothing Struck      30-40 MPH
## 2037  Female    No  Multi    Nothing Struck      30-40 MPH
## 2038    Male    No  Multi    Nothing Struck      30-40 MPH
## 2039    Male    No  Multi    Nothing Struck 25 MPH or less
## 2040    Male    No  Multi    Nothing Struck      30-40 MPH
## 2041    Male    No  Multi    Nothing Struck      65-70 MPH
## 2042    Male    No    Two    Nothing Struck      45-60 MPH
## 2043    Male    No  Multi    Nothing Struck      45-60 MPH
## 2044  Female    No  Multi    Nothing Struck      30-40 MPH
## 2045    Male    No  Multi    Nothing Struck      30-40 MPH
## 2046  Female    No    Two    Nothing Struck 25 MPH or less
## 2047  Female    No    Two    Nothing Struck      45-60 MPH
## 2048    Male    No    Two    Nothing Struck      30-40 MPH
## 2049    Male    No  Multi    Nothing Struck      30-40 MPH
## 2050  Female    No  Multi    Nothing Struck      30-40 MPH
## 2051  Female    No    Two             Other      30-40 MPH
## 2052  Female    No    Two    Nothing Struck      45-60 MPH
## 2053  Female    No  Multi    Nothing Struck      30-40 MPH
## 2054    Male    No    Two    Nothing Struck 25 MPH or less
## 2055    Male    No  Multi             Other 25 MPH or less
## 2056  Female    No  Multi    Nothing Struck      30-40 MPH
## 2057 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2058    Male    No  Multi    Nothing Struck      30-40 MPH
## 2059    Male    No  Multi    Nothing Struck      30-40 MPH
## 2060  Female    No    Two    Nothing Struck 25 MPH or less
## 2061 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2062  Female    No  Multi    Nothing Struck 25 MPH or less
## 2063    Male    No  Multi    Nothing Struck 25 MPH or less
## 2064  Female    No    Two    Nothing Struck 25 MPH or less
## 2065    Male    No  Multi    Nothing Struck      30-40 MPH
## 2066  Female    No    Two    Nothing Struck      30-40 MPH
## 2067  Female    No  Multi    Nothing Struck      30-40 MPH
## 2068    Male    No    Two    Nothing Struck 25 MPH or less
## 2069    Male    No    Two    Nothing Struck      30-40 MPH
## 2070    Male    No    Two    Nothing Struck      45-60 MPH
## 2071    Male    No  Multi    Nothing Struck      45-60 MPH
## 2072    Male    No  Multi    Nothing Struck      30-40 MPH
## 2073    Male    No    Two    Nothing Struck 25 MPH or less
## 2074    Male    No  Multi    Nothing Struck 25 MPH or less
## 2075    Male    No  Multi    Nothing Struck 25 MPH or less
## 2076    Male    No    Two             Ditch      45-60 MPH
## 2077    Male    No    Two    Nothing Struck 25 MPH or less
## 2078    Male    No  Multi    Nothing Struck      45-60 MPH
## 2079    Male    No  Multi    Nothing Struck      30-40 MPH
## 2080    Male    No    Two    Nothing Struck 25 MPH or less
## 2081  Female   Yes    Two    Nothing Struck 25 MPH or less
## 2082    Male    No  Multi    Nothing Struck 25 MPH or less
## 2083  Female    No    Two    Nothing Struck      30-40 MPH
## 2084    Male    No  Multi    Nothing Struck      30-40 MPH
## 2085 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2086 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2087    Male    No  Multi    Nothing Struck      30-40 MPH
## 2088  Female    No  Multi    Nothing Struck      30-40 MPH
## 2089    Male    No    Two    Nothing Struck      30-40 MPH
## 2090 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2091    Male    No    Two             Ditch      45-60 MPH
## 2092    Male    No  Multi    Nothing Struck 25 MPH or less
## 2093  Female    No    One             Other      45-60 MPH
## 2094    Male    No  Multi    Nothing Struck      45-60 MPH
## 2095  Female    No  Multi    Nothing Struck 25 MPH or less
## 2096  Female    No    One    Nothing Struck 25 MPH or less
## 2097    Male    No  Multi    Nothing Struck      45-60 MPH
## 2098    Male    No    Two             Other      30-40 MPH
## 2099    Male    No  Multi             Other      45-60 MPH
## 2100 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2101 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 2102    Male    No    Two    Nothing Struck      30-40 MPH
## 2103    Male    No    Two    Nothing Struck      30-40 MPH
## 2104    Male    No    Two Traffic Sign Post      45-60 MPH
## 2105    Male    No    Two Traffic Sign Post 25 MPH or less
## 2106 Unknwon    No    Two Traffic Sign Post 25 MPH or less
## 2107    Male    No  Multi    Nothing Struck      45-60 MPH
## 2108    Male    No  Multi    Nothing Struck 25 MPH or less
## 2109    Male    No  Multi    Nothing Struck      30-40 MPH
## 2110 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2111 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2112  Female    No    Two    Nothing Struck      30-40 MPH
## 2113  Female    No    One    Nothing Struck 25 MPH or less
## 2114    Male    No  Multi    Nothing Struck      30-40 MPH
## 2115    Male    No    Two    Nothing Struck      45-60 MPH
## 2116    Male    No  Multi    Nothing Struck 25 MPH or less
## 2117    Male    No    Two             Other      45-60 MPH
## 2118    Male    No    Two    Nothing Struck 25 MPH or less
## 2119    Male    No  Multi             Other      30-40 MPH
## 2120    Male    No    Two    Nothing Struck      30-40 MPH
## 2121    Male    No    Two    Nothing Struck      30-40 MPH
## 2122    Male    No    Two    Nothing Struck 25 MPH or less
## 2123    Male    No  Multi    Nothing Struck 25 MPH or less
## 2124    Male    No    Two    Nothing Struck 25 MPH or less
## 2125  Female    No    Two    Nothing Struck      30-40 MPH
## 2126    Male    No  Multi    Nothing Struck 25 MPH or less
## 2127    Male    No  Multi             Other 25 MPH or less
## 2128    Male    No  Multi    Nothing Struck      30-40 MPH
## 2129    Male    No    Two             Other 25 MPH or less
## 2130  Female    No    One    Nothing Struck 25 MPH or less
## 2131    Male    No  Multi    Nothing Struck      45-60 MPH
## 2132 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2133 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2134  Female    No    Two    Nothing Struck 25 MPH or less
## 2135    Male    No  Multi    Nothing Struck      30-40 MPH
## 2136 Unknwon    No    One    Nothing Struck 25 MPH or less
## 2137    Male    No  Multi    Nothing Struck 25 MPH or less
## 2138 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2139    Male    No  Multi    Nothing Struck 25 MPH or less
## 2140    Male    No  Multi    Nothing Struck      30-40 MPH
## 2141  Female    No  Multi    Nothing Struck      30-40 MPH
## 2142    Male    No  Multi    Nothing Struck      30-40 MPH
## 2143  Female    No    Two    Nothing Struck 25 MPH or less
## 2144    Male    No    Two    Nothing Struck 25 MPH or less
## 2145  Female    No    Two    Nothing Struck      30-40 MPH
## 2146  Female   Yes    Two    Nothing Struck      45-60 MPH
## 2147    Male    No  Multi    Nothing Struck      30-40 MPH
## 2148  Female    No    Two    Nothing Struck 25 MPH or less
## 2149    Male    No  Multi    Nothing Struck      30-40 MPH
## 2150    Male    No    Two    Nothing Struck      30-40 MPH
## 2151    Male    No  Multi    Nothing Struck      30-40 MPH
## 2152  Female    No  Multi    Nothing Struck      45-60 MPH
## 2153    Male    No  Multi    Nothing Struck      30-40 MPH
## 2154  Female    No  Multi    Nothing Struck 25 MPH or less
## 2155  Female    No    Two    Nothing Struck 25 MPH or less
## 2156 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2157    Male    No  Multi    Nothing Struck 25 MPH or less
## 2158    Male    No  Multi    Nothing Struck 25 MPH or less
## 2159    Male    No    Two             Other      45-60 MPH
## 2160    Male    No  Multi    Nothing Struck      30-40 MPH
## 2161    Male   Yes    Two    Nothing Struck      30-40 MPH
## 2162    Male    No    Two    Nothing Struck 25 MPH or less
## 2163  Female    No  Multi    Nothing Struck      45-60 MPH
## 2164  Female    No  Multi    Nothing Struck      30-40 MPH
## 2165  Female    No  Multi      Utility Pole      30-40 MPH
## 2166    Male    No    Two             Other 25 MPH or less
## 2167    Male    No  Multi    Nothing Struck      30-40 MPH
## 2168    Male    No    Two             Ditch      45-60 MPH
## 2169    Male    No    Two    Nothing Struck 25 MPH or less
## 2170    Male    No    Two    Nothing Struck 25 MPH or less
## 2171  Female    No  Multi    Nothing Struck      30-40 MPH
## 2172  Female    No    Two    Nothing Struck      30-40 MPH
## 2173    Male    No    Two    Nothing Struck      65-70 MPH
## 2174  Female    No  Multi    Nothing Struck      30-40 MPH
## 2175  Female    No    Two    Nothing Struck 25 MPH or less
## 2176  Female    No  Multi    Nothing Struck      30-40 MPH
## 2177  Female    No  Multi    Nothing Struck      30-40 MPH
## 2178  Female    No    Two    Nothing Struck 25 MPH or less
## 2179 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2180 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2181  Female    No    Two    Nothing Struck 25 MPH or less
## 2182    Male    No  Multi    Nothing Struck      30-40 MPH
## 2183    Male    No    One    Nothing Struck      30-40 MPH
## 2184    Male    No  Multi    Nothing Struck      30-40 MPH
## 2185    Male    No  Multi    Nothing Struck 25 MPH or less
## 2186    Male    No  Multi    Nothing Struck      30-40 MPH
## 2187    Male    No    Two             Other 25 MPH or less
## 2188    Male    No    Two    Nothing Struck 25 MPH or less
## 2189    Male    No    One    Nothing Struck 25 MPH or less
## 2190    Male    No    Two    Nothing Struck 25 MPH or less
## 2191    Male    No  Multi Traffic Sign Post 25 MPH or less
## 2192  Female    No  Multi    Nothing Struck 25 MPH or less
## 2193 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2194    Male    No    One    Nothing Struck 25 MPH or less
## 2195    Male    No    Two    Nothing Struck 25 MPH or less
## 2196    Male    No    Two      Utility Pole 25 MPH or less
## 2197  Female    No    Two    Nothing Struck 25 MPH or less
## 2198    Male    No  Multi    Nothing Struck      30-40 MPH
## 2199 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 2200    Male    No  Multi    Nothing Struck 25 MPH or less
## 2201 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2202    Male    No    Two    Nothing Struck 25 MPH or less
## 2203  Female    No    Two    Nothing Struck      45-60 MPH
## 2204    Male    No    Two    Nothing Struck      30-40 MPH
## 2205    Male    No  Multi    Nothing Struck      30-40 MPH
## 2206  Female    No    Two    Nothing Struck 25 MPH or less
## 2207    Male    No    One             Other 25 MPH or less
## 2208 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2209    Male    No    Two    Nothing Struck      45-60 MPH
## 2210  Female    No    Two    Nothing Struck      30-40 MPH
## 2211  Female    No    Two    Nothing Struck      30-40 MPH
## 2212    Male    No  Multi    Nothing Struck      30-40 MPH
## 2213  Female    No    Two    Nothing Struck 25 MPH or less
## 2214    Male    No  Multi    Nothing Struck      45-60 MPH
## 2215    Male    No  Multi    Nothing Struck 25 MPH or less
## 2216 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2217    Male    No    Two    Nothing Struck      45-60 MPH
## 2218    Male    No  Multi    Nothing Struck      30-40 MPH
## 2219    Male    No    Two    Nothing Struck 25 MPH or less
## 2220 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2221    Male    No    Two             Other 25 MPH or less
## 2222    Male    No    Two    Nothing Struck      30-40 MPH
## 2223  Female    No  Multi             Other      30-40 MPH
## 2224  Female    No    Two    Nothing Struck 25 MPH or less
## 2225    Male    No    Two    Nothing Struck 25 MPH or less
## 2226    Male    No  Multi    Nothing Struck      30-40 MPH
## 2227 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2228  Female    No    Two    Nothing Struck      30-40 MPH
## 2229    Male    No  Multi    Nothing Struck 25 MPH or less
## 2230    Male    No    Two    Nothing Struck      30-40 MPH
## 2231    Male    No    Two    Nothing Struck 25 MPH or less
## 2232    Male    No    Two    Nothing Struck      45-60 MPH
## 2233    Male    No    Two    Nothing Struck      30-40 MPH
## 2234    Male    No    Two    Nothing Struck      45-60 MPH
## 2235  Female    No  Multi    Nothing Struck 25 MPH or less
## 2236    Male    No  Multi    Nothing Struck 25 MPH or less
## 2237 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2238  Female    No  Multi    Nothing Struck 25 MPH or less
## 2239    Male    No    Two    Nothing Struck      30-40 MPH
## 2240    Male    No    Two    Nothing Struck 25 MPH or less
## 2241    Male    No  Multi    Nothing Struck      30-40 MPH
## 2242    Male    No  Multi    Nothing Struck      30-40 MPH
## 2243  Female    No  Multi    Nothing Struck      45-60 MPH
## 2244    Male    No  Multi    Nothing Struck 25 MPH or less
## 2245  Female   Yes    One    Nothing Struck 25 MPH or less
## 2246    Male    No    Two    Nothing Struck 25 MPH or less
## 2247 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2248  Female    No  Multi    Nothing Struck      45-60 MPH
## 2249    Male    No  Multi    Nothing Struck      45-60 MPH
## 2250    Male    No    Two    Nothing Struck      30-40 MPH
## 2251 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2252    Male    No  Multi    Nothing Struck      30-40 MPH
## 2253 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2254 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2255    Male    No  Multi    Nothing Struck 25 MPH or less
## 2256    Male    No    Two    Nothing Struck      45-60 MPH
## 2257    Male    No    Two      Utility Pole 25 MPH or less
## 2258 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2259    Male    No    Two    Nothing Struck 25 MPH or less
## 2260    Male    No  Multi    Nothing Struck      45-60 MPH
## 2261    Male    No  Multi    Nothing Struck      30-40 MPH
## 2262    Male   Yes    Two             Other 25 MPH or less
## 2263    Male    No  Multi    Nothing Struck 25 MPH or less
## 2264 Unknwon    No    One    Nothing Struck 25 MPH or less
## 2265    Male    No  Multi    Nothing Struck      30-40 MPH
## 2266 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2267  Female    No    Two    Nothing Struck 25 MPH or less
## 2268    Male    No    Two    Nothing Struck 25 MPH or less
## 2269    Male    No    Two    Nothing Struck      30-40 MPH
## 2270    Male    No    Two    Nothing Struck 25 MPH or less
## 2271    Male    No  Multi    Nothing Struck      45-60 MPH
## 2272  Female    No  Multi             Other 25 MPH or less
## 2273  Female    No  Multi    Nothing Struck      45-60 MPH
## 2274    Male    No    Two    Nothing Struck 25 MPH or less
## 2275 Unknwon    No    Two             Other 25 MPH or less
## 2276  Female    No  Multi    Nothing Struck      30-40 MPH
## 2277    Male    No  Multi    Nothing Struck      30-40 MPH
## 2278    Male    No    One    Nothing Struck      30-40 MPH
## 2279  Female    No    Two    Nothing Struck      45-60 MPH
## 2280  Female    No  Multi    Nothing Struck      45-60 MPH
## 2281    Male    No  Multi    Nothing Struck      30-40 MPH
## 2282    Male    No    One    Nothing Struck 25 MPH or less
## 2283    Male    No    Two    Nothing Struck      45-60 MPH
## 2284  Female    No  Multi    Nothing Struck 25 MPH or less
## 2285    Male    No  Multi    Nothing Struck      45-60 MPH
## 2286  Female    No  Multi    Nothing Struck      45-60 MPH
## 2287    Male    No  Multi    Nothing Struck      45-60 MPH
## 2288  Female    No    Two      Utility Pole 25 MPH or less
## 2289  Female    No    Two    Nothing Struck      30-40 MPH
## 2290    Male    No    Two    Nothing Struck      30-40 MPH
## 2291    Male    No    Two    Nothing Struck      45-60 MPH
## 2292  Female    No    Two             Other 25 MPH or less
## 2293  Female    No    Two    Nothing Struck 25 MPH or less
## 2294  Female    No    Two    Nothing Struck 25 MPH or less
## 2295    Male    No    Two    Nothing Struck      30-40 MPH
## 2296    Male    No  Multi    Nothing Struck      45-60 MPH
## 2297    Male    No    Two             Other      30-40 MPH
## 2298    Male    No  Multi    Nothing Struck 25 MPH or less
## 2299 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2300    Male    No  Multi    Nothing Struck 25 MPH or less
## 2301  Female    No  Multi    Nothing Struck      30-40 MPH
## 2302  Female    No    Two    Nothing Struck 25 MPH or less
## 2303    Male    No  Multi    Nothing Struck      45-60 MPH
## 2304    Male    No  Multi    Nothing Struck 25 MPH or less
## 2305    Male    No  Multi    Nothing Struck      45-60 MPH
## 2306    Male    No  Multi    Nothing Struck      45-60 MPH
## 2307    Male    No  Multi    Nothing Struck      30-40 MPH
## 2308  Female    No    Two             Other 25 MPH or less
## 2309  Female    No    Two    Nothing Struck 25 MPH or less
## 2310  Female    No    Two    Nothing Struck 25 MPH or less
## 2311 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2312    Male    No    One    Nothing Struck 25 MPH or less
## 2313  Female    No  Multi    Nothing Struck      45-60 MPH
## 2314  Female    No    Two             Other      30-40 MPH
## 2315    Male    No    Two    Nothing Struck      30-40 MPH
## 2316  Female    No    Two    Nothing Struck      30-40 MPH
## 2317  Female    No  Multi             Other      30-40 MPH
## 2318    Male    No    Two    Nothing Struck 25 MPH or less
## 2319    Male    No  Multi    Nothing Struck      45-60 MPH
## 2320    Male    No  Multi    Nothing Struck      30-40 MPH
## 2321    Male    No    Two    Nothing Struck      45-60 MPH
## 2322    Male    No  Multi    Nothing Struck 25 MPH or less
## 2323    Male    No    Two    Nothing Struck      30-40 MPH
## 2324 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2325 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2326    Male    No    Two    Nothing Struck      30-40 MPH
## 2327    Male    No  Multi    Nothing Struck      45-60 MPH
## 2328 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2329 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2330  Female    No  Multi    Nothing Struck 25 MPH or less
## 2331    Male    No  Multi    Nothing Struck      45-60 MPH
## 2332    Male    No  Multi    Nothing Struck 25 MPH or less
## 2333  Female    No  Multi    Nothing Struck      45-60 MPH
## 2334    Male    No    Two    Nothing Struck      30-40 MPH
## 2335    Male    No    Two    Nothing Struck      30-40 MPH
## 2336    Male    No    Two             Other 25 MPH or less
## 2337    Male    No    Two    Nothing Struck      30-40 MPH
## 2338    Male    No  Multi    Nothing Struck      45-60 MPH
## 2339    Male    No    Two    Nothing Struck      30-40 MPH
## 2340    Male    No    Two    Nothing Struck      30-40 MPH
## 2341  Female    No  Multi             Other      45-60 MPH
## 2342 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2343    Male    No    Two    Nothing Struck      45-60 MPH
## 2344  Female    No  Multi    Nothing Struck 25 MPH or less
## 2345    Male    No    One    Nothing Struck      30-40 MPH
## 2346    Male    No  Multi    Nothing Struck      45-60 MPH
## 2347    Male    No    Two    Nothing Struck 25 MPH or less
## 2348    Male    No    Two    Nothing Struck 25 MPH or less
## 2349  Female    No  Multi    Nothing Struck      30-40 MPH
## 2350  Female    No    Two    Nothing Struck      45-60 MPH
## 2351  Female    No    Two    Nothing Struck      45-60 MPH
## 2352  Female    No    Two    Nothing Struck 25 MPH or less
## 2353  Female    No  Multi    Nothing Struck 25 MPH or less
## 2354 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2355  Female    No    Two    Nothing Struck      30-40 MPH
## 2356    Male    No    Two    Nothing Struck      30-40 MPH
## 2357    Male    No    Two    Nothing Struck      45-60 MPH
## 2358    Male    No    Two    Nothing Struck 25 MPH or less
## 2359    Male    No  Multi    Nothing Struck      30-40 MPH
## 2360  Female    No  Multi    Nothing Struck      30-40 MPH
## 2361    Male    No  Multi    Nothing Struck      45-60 MPH
## 2362    Male    No  Multi    Nothing Struck      30-40 MPH
## 2363 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 2364    Male    No  Multi    Nothing Struck      30-40 MPH
## 2365    Male    No  Multi    Nothing Struck      45-60 MPH
## 2366  Female    No    Two    Nothing Struck 25 MPH or less
## 2367 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2368    Male    No  Multi    Nothing Struck 25 MPH or less
## 2369  Female    No  Multi    Nothing Struck 25 MPH or less
## 2370 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2371 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2372    Male    No    Two    Nothing Struck      45-60 MPH
## 2373 Unknwon    No  Multi    Nothing Struck      65-70 MPH
## 2374    Male    No    Two    Nothing Struck 25 MPH or less
## 2375  Female    No    Two    Nothing Struck      45-60 MPH
## 2376    Male    No    Two    Nothing Struck      45-60 MPH
## 2377  Female    No  Multi    Nothing Struck      30-40 MPH
## 2378 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2379    Male    No    Two    Nothing Struck      30-40 MPH
## 2380    Male    No    Two    Nothing Struck      45-60 MPH
## 2381 Unknwon    No    One    Nothing Struck      45-60 MPH
## 2382 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2383 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2384  Female    No  Multi    Nothing Struck      30-40 MPH
## 2385  Female    No  Multi             Ditch      45-60 MPH
## 2386    Male    No    Two    Nothing Struck 25 MPH or less
## 2387 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2388    Male    No    Two    Nothing Struck 25 MPH or less
## 2389    Male    No    Two    Nothing Struck 25 MPH or less
## 2390    Male    No    Two    Nothing Struck      45-60 MPH
## 2391  Female    No  Multi    Nothing Struck      30-40 MPH
## 2392    Male    No  Multi    Nothing Struck 25 MPH or less
## 2393    Male    No  Multi    Nothing Struck 25 MPH or less
## 2394    Male    No  Multi    Nothing Struck      30-40 MPH
## 2395    Male    No    Two    Nothing Struck      30-40 MPH
## 2396  Female    No    Two             Other 25 MPH or less
## 2397    Male    No  Multi    Nothing Struck      30-40 MPH
## 2398  Female    No    Two    Nothing Struck      30-40 MPH
## 2399  Female    No    Two    Nothing Struck      30-40 MPH
## 2400  Female    No    Two    Nothing Struck 25 MPH or less
## 2401  Female    No    Two    Nothing Struck 25 MPH or less
## 2402    Male    No  Multi    Nothing Struck 25 MPH or less
## 2403    Male    No  Multi    Nothing Struck      30-40 MPH
## 2404  Female   Yes    Two             Ditch      45-60 MPH
## 2405 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2406  Female    No    Two    Nothing Struck 25 MPH or less
## 2407    Male    No    Two    Nothing Struck      45-60 MPH
## 2408    Male    No    Two    Nothing Struck      30-40 MPH
## 2409 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2410    Male    No    Two    Nothing Struck 25 MPH or less
## 2411  Female    No  Multi    Nothing Struck      30-40 MPH
## 2412    Male    No  Multi    Nothing Struck      45-60 MPH
## 2413    Male    No    Two    Nothing Struck 25 MPH or less
## 2414  Female    No  Multi    Nothing Struck      45-60 MPH
## 2415  Female    No    Two    Nothing Struck      30-40 MPH
## 2416  Female    No  Multi    Nothing Struck      30-40 MPH
## 2417    Male    No  Multi    Nothing Struck 25 MPH or less
## 2418  Female    No  Multi    Nothing Struck 25 MPH or less
## 2419  Female    No    Two Traffic Sign Post      65-70 MPH
## 2420 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2421    Male    No    Two    Nothing Struck 25 MPH or less
## 2422    Male    No    Two    Nothing Struck 25 MPH or less
## 2423    Male    No    Two    Nothing Struck      30-40 MPH
## 2424    Male    No    Two    Nothing Struck      30-40 MPH
## 2425    Male    No    One    Nothing Struck      30-40 MPH
## 2426  Female    No    Two    Nothing Struck      30-40 MPH
## 2427  Female    No    Two    Nothing Struck      30-40 MPH
## 2428    Male    No  Multi    Nothing Struck      30-40 MPH
## 2429  Female    No    Two    Nothing Struck      30-40 MPH
## 2430    Male    No  Multi    Nothing Struck      30-40 MPH
## 2431    Male    No    Two    Nothing Struck 25 MPH or less
## 2432 Unknwon    No    One      Utility Pole 25 MPH or less
## 2433  Female    No    Two    Nothing Struck      30-40 MPH
## 2434    Male    No    Two    Nothing Struck      30-40 MPH
## 2435  Female    No    Two    Nothing Struck      30-40 MPH
## 2436    Male    No    Two    Nothing Struck      30-40 MPH
## 2437 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2438  Female    No    Two    Nothing Struck 25 MPH or less
## 2439    Male    No    Two    Nothing Struck      30-40 MPH
## 2440    Male    No  Multi    Nothing Struck      30-40 MPH
## 2441    Male    No  Multi    Nothing Struck      30-40 MPH
## 2442  Female    No  Multi    Nothing Struck      30-40 MPH
## 2443    Male    No  Multi    Nothing Struck 25 MPH or less
## 2444  Female    No    Two    Nothing Struck      30-40 MPH
## 2445 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2446 Unknwon    No    One             Other 25 MPH or less
## 2447    Male    No    Two             Other      30-40 MPH
## 2448 Unknwon    No    One    Nothing Struck      30-40 MPH
## 2449    Male    No    Two    Nothing Struck 25 MPH or less
## 2450    Male    No  Multi    Nothing Struck      45-60 MPH
## 2451  Female    No    Two    Nothing Struck 25 MPH or less
## 2452    Male    No    Two    Nothing Struck      45-60 MPH
## 2453    Male    No  Multi    Nothing Struck      30-40 MPH
## 2454  Female    No    Two    Nothing Struck      30-40 MPH
## 2455    Male    No    Two    Nothing Struck 25 MPH or less
## 2456    Male    No    One    Nothing Struck 25 MPH or less
## 2457    Male    No  Multi    Nothing Struck      30-40 MPH
## 2458 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2459    Male    No  Multi    Nothing Struck      30-40 MPH
## 2460  Female    No    Two    Nothing Struck      45-60 MPH
## 2461    Male    No  Multi    Nothing Struck 25 MPH or less
## 2462  Female    No    Two             Other      30-40 MPH
## 2463    Male    No  Multi    Nothing Struck 25 MPH or less
## 2464    Male    No  Multi    Nothing Struck 25 MPH or less
## 2465  Female    No  Multi    Nothing Struck      30-40 MPH
## 2466    Male    No  Multi    Nothing Struck 25 MPH or less
## 2467 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2468    Male    No    One    Nothing Struck      30-40 MPH
## 2469    Male    No    Two             Ditch      45-60 MPH
## 2470  Female    No    Two    Nothing Struck      30-40 MPH
## 2471    Male    No    Two             Ditch 25 MPH or less
## 2472  Female    No    Two    Nothing Struck      30-40 MPH
## 2473  Female    No    One    Nothing Struck 25 MPH or less
## 2474    Male    No    Two    Nothing Struck 25 MPH or less
## 2475    Male    No  Multi Traffic Sign Post      30-40 MPH
## 2476    Male    No  Multi    Nothing Struck 25 MPH or less
## 2477  Female    No  Multi    Nothing Struck 25 MPH or less
## 2478    Male    No  Multi    Nothing Struck      30-40 MPH
## 2479  Female    No  Multi    Nothing Struck      30-40 MPH
## 2480    Male    No  Multi             Other      30-40 MPH
## 2481 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2482  Female    No  Multi    Nothing Struck      30-40 MPH
## 2483    Male   Yes    Two    Nothing Struck      30-40 MPH
## 2484    Male    No  Multi             Other 25 MPH or less
## 2485    Male    No  Multi             Other      30-40 MPH
## 2486    Male    No  Multi    Nothing Struck      30-40 MPH
## 2487  Female    No    One    Nothing Struck      30-40 MPH
## 2488    Male    No  Multi    Nothing Struck      45-60 MPH
## 2489  Female    No  Multi    Nothing Struck      30-40 MPH
## 2490 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2491    Male    No  Multi             Ditch      45-60 MPH
## 2492  Female   Yes    Two             Other 25 MPH or less
## 2493    Male    No    Two    Nothing Struck      45-60 MPH
## 2494  Female    No  Multi    Nothing Struck      30-40 MPH
## 2495    Male    No    Two    Nothing Struck 25 MPH or less
## 2496  Female    No    One    Nothing Struck      30-40 MPH
## 2497    Male    No    Two    Nothing Struck      45-60 MPH
## 2498    Male    No  Multi    Nothing Struck      45-60 MPH
## 2499    Male    No    Two    Nothing Struck 25 MPH or less
## 2500  Female   Yes    Two    Nothing Struck      30-40 MPH
## 2501    Male    No    One    Nothing Struck 25 MPH or less
## 2502    Male    No  Multi    Nothing Struck      30-40 MPH
## 2503    Male    No  Multi    Nothing Struck      65-70 MPH
## 2504    Male   Yes    Two Traffic Sign Post      45-60 MPH
## 2505    Male    No    Two             Ditch      45-60 MPH
## 2506    Male    No    Two    Nothing Struck      45-60 MPH
## 2507    Male    No    Two    Nothing Struck      45-60 MPH
## 2508    Male    No    Two             Ditch      45-60 MPH
## 2509    Male    No    Two             Other      30-40 MPH
## 2510    Male    No  Multi    Nothing Struck      45-60 MPH
## 2511    Male    No    Two    Nothing Struck      30-40 MPH
## 2512    Male    No  Multi    Nothing Struck      45-60 MPH
## 2513    Male    No    Two    Nothing Struck      45-60 MPH
## 2514    Male    No    Two             Ditch      45-60 MPH
## 2515    Male    No    Two             Ditch      45-60 MPH
## 2516    Male    No    Two    Nothing Struck      45-60 MPH
## 2517    Male    No    Two    Nothing Struck      45-60 MPH
## 2518    Male    No    Two             Ditch      45-60 MPH
## 2519    Male    No    Two    Nothing Struck      45-60 MPH
## 2520 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2521 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2522    Male   Yes    Two    Nothing Struck      65-70 MPH
## 2523  Female   Yes    Two             Ditch      30-40 MPH
## 2524    Male    No  Multi    Nothing Struck      30-40 MPH
## 2525    Male    No    Two             Other      45-60 MPH
## 2526 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2527    Male    No  Multi    Nothing Struck      30-40 MPH
## 2528    Male    No    Two             Ditch 25 MPH or less
## 2529  Female    No    Two    Nothing Struck      45-60 MPH
## 2530  Female    No    Two    Nothing Struck      45-60 MPH
## 2531    Male    No    Two    Nothing Struck      45-60 MPH
## 2532    Male    No    Two    Nothing Struck      45-60 MPH
## 2533  Female    No    Two    Nothing Struck      45-60 MPH
## 2534    Male    No    Two    Nothing Struck      45-60 MPH
## 2535    Male    No  Multi    Nothing Struck      45-60 MPH
## 2536    Male    No  Multi    Nothing Struck      65-70 MPH
## 2537  Female    No    Two    Nothing Struck      45-60 MPH
## 2538  Female    No  Multi    Nothing Struck      30-40 MPH
## 2539  Female    No    Two             Ditch      45-60 MPH
## 2540    Male    No    Two Traffic Sign Post      45-60 MPH
## 2541 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2542    Male    No  Multi    Nothing Struck      45-60 MPH
## 2543    Male    No    Two    Nothing Struck      45-60 MPH
## 2544    Male    No    Two    Nothing Struck      45-60 MPH
## 2545  Female    No    Two             Other      45-60 MPH
## 2546  Female    No    Two    Nothing Struck      45-60 MPH
## 2547    Male    No  Multi    Nothing Struck      45-60 MPH
## 2548  Female    No    Two    Nothing Struck      65-70 MPH
## 2549    Male    No    Two    Nothing Struck      65-70 MPH
## 2550    Male    No  Multi             Other      45-60 MPH
## 2551    Male   Yes    Two    Nothing Struck      45-60 MPH
## 2552    Male    No    Two    Nothing Struck      65-70 MPH
## 2553    Male    No    Two    Nothing Struck      65-70 MPH
## 2554    Male    No  Multi             Other      30-40 MPH
## 2555    Male    No  Multi    Nothing Struck      45-60 MPH
## 2556    Male    No    Two    Nothing Struck      30-40 MPH
## 2557    Male    No    Two    Nothing Struck      45-60 MPH
## 2558  Female    No    Two    Nothing Struck      45-60 MPH
## 2559    Male    No    Two    Nothing Struck      65-70 MPH
## 2560 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2561  Female    No    Two    Nothing Struck      65-70 MPH
## 2562    Male   Yes  Multi             Other      65-70 MPH
## 2563    Male    No    Two    Nothing Struck      45-60 MPH
## 2564    Male    No  Multi    Nothing Struck      30-40 MPH
## 2565    Male    No  Multi    Nothing Struck      65-70 MPH
## 2566    Male    No  Multi    Nothing Struck      45-60 MPH
## 2567 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2568    Male    No    Two             Other      45-60 MPH
## 2569    Male    No  Multi    Nothing Struck      45-60 MPH
## 2570    Male    No    Two    Nothing Struck      45-60 MPH
## 2571    Male    No    Two    Nothing Struck      45-60 MPH
## 2572  Female    No    Two             Other      45-60 MPH
## 2573  Female    No    Two    Nothing Struck      45-60 MPH
## 2574  Female    No    Two    Nothing Struck      45-60 MPH
## 2575    Male    No    Two    Nothing Struck      45-60 MPH
## 2576    Male    No  Multi    Nothing Struck      45-60 MPH
## 2577 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2578  Female    No  Multi    Nothing Struck      30-40 MPH
## 2579    Male    No    Two    Nothing Struck      45-60 MPH
## 2580  Female    No  Multi    Nothing Struck      45-60 MPH
## 2581    Male   Yes    Two    Nothing Struck      45-60 MPH
## 2582    Male    No    Two    Nothing Struck 25 MPH or less
## 2583  Female    No  Multi    Nothing Struck      30-40 MPH
## 2584    Male    No    Two    Nothing Struck      45-60 MPH
## 2585    Male    No    Two             Other      45-60 MPH
## 2586    Male    No    Two    Nothing Struck      45-60 MPH
## 2587    Male    No    Two    Nothing Struck      45-60 MPH
## 2588    Male    No  Multi    Nothing Struck      30-40 MPH
## 2589  Female    No    Two    Nothing Struck      65-70 MPH
## 2590  Female    No  Multi    Nothing Struck      30-40 MPH
## 2591    Male    No  Multi    Nothing Struck      45-60 MPH
## 2592    Male    No    Two      Utility Pole      30-40 MPH
## 2593  Female    No    Two             Other 25 MPH or less
## 2594    Male    No    Two    Nothing Struck      45-60 MPH
## 2595  Female   Yes    Two             Ditch      45-60 MPH
## 2596  Female    No    Two    Nothing Struck      45-60 MPH
## 2597    Male    No    Two    Nothing Struck      30-40 MPH
## 2598  Female    No    Two    Nothing Struck      45-60 MPH
## 2599  Female    No    Two    Nothing Struck 25 MPH or less
## 2600    Male    No    Two    Nothing Struck      45-60 MPH
## 2601    Male    No  Multi    Nothing Struck      65-70 MPH
## 2602    Male    No    Two    Nothing Struck      30-40 MPH
## 2603 Unknwon    No    Two             Other      45-60 MPH
## 2604    Male    No  Multi    Nothing Struck      30-40 MPH
## 2605    Male    No    Two    Nothing Struck      30-40 MPH
## 2606    Male    No    Two    Nothing Struck      65-70 MPH
## 2607    Male    No    Two    Nothing Struck      45-60 MPH
## 2608  Female   Yes    Two             Ditch      45-60 MPH
## 2609    Male    No    Two    Nothing Struck      45-60 MPH
## 2610    Male    No    Two    Nothing Struck 25 MPH or less
## 2611    Male    No    Two             Ditch      45-60 MPH
## 2612    Male    No    Two             Other      45-60 MPH
## 2613    Male    No    Two             Other 25 MPH or less
## 2614    Male    No    Two    Nothing Struck 25 MPH or less
## 2615 Unknwon    No    Two             Other 25 MPH or less
## 2616    Male    No    Two    Nothing Struck      30-40 MPH
## 2617  Female    No  Multi    Nothing Struck      30-40 MPH
## 2618 Unknwon    No    One    Nothing Struck 25 MPH or less
## 2619    Male    No    Two    Nothing Struck 25 MPH or less
## 2620    Male    No  Multi    Nothing Struck      45-60 MPH
## 2621  Female    No  Multi    Nothing Struck      30-40 MPH
## 2622    Male    No  Multi    Nothing Struck      45-60 MPH
## 2623    Male    No    Two    Nothing Struck      30-40 MPH
## 2624  Female   Yes    Two             Ditch      45-60 MPH
## 2625  Female    No  Multi    Nothing Struck      30-40 MPH
## 2626  Female    No  Multi    Nothing Struck      30-40 MPH
## 2627    Male    No    Two    Nothing Struck      30-40 MPH
## 2628    Male    No    Two    Nothing Struck      30-40 MPH
## 2629 Unknwon    No  Multi    Nothing Struck      30-40 MPH
## 2630    Male    No    Two    Nothing Struck      45-60 MPH
## 2631    Male    No    Two    Nothing Struck      45-60 MPH
## 2632    Male    No    Two    Nothing Struck      30-40 MPH
## 2633  Female    No  Multi    Nothing Struck      30-40 MPH
## 2634  Female   Yes    Two             Ditch      45-60 MPH
## 2635 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 2636    Male    No  Multi    Nothing Struck      45-60 MPH
## 2637  Female    No  Multi             Other      30-40 MPH
## 2638  Female    No    Two    Nothing Struck 25 MPH or less
## 2639    Male    No  Multi    Nothing Struck      30-40 MPH
## 2640  Female    No  Multi    Nothing Struck      30-40 MPH
## 2641    Male    No  Multi    Nothing Struck      30-40 MPH
## 2642    Male    No    Two    Nothing Struck      30-40 MPH
## 2643    Male    No    Two    Nothing Struck 25 MPH or less
## 2644  Female    No  Multi    Nothing Struck      30-40 MPH
## 2645    Male    No    Two    Nothing Struck      30-40 MPH
## 2646    Male    No    Two    Nothing Struck      30-40 MPH
## 2647 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2648    Male    No    One    Nothing Struck 25 MPH or less
## 2649    Male    No  Multi    Nothing Struck      45-60 MPH
## 2650  Female    No    Two             Other      30-40 MPH
## 2651    Male    No  Multi    Nothing Struck 25 MPH or less
## 2652  Female    No    Two    Nothing Struck      30-40 MPH
## 2653    Male    No  Multi    Nothing Struck      30-40 MPH
## 2654    Male    No    Two    Nothing Struck 25 MPH or less
## 2655    Male    No    Two    Nothing Struck 25 MPH or less
## 2656  Female    No    Two             Other      45-60 MPH
## 2657    Male    No    Two    Nothing Struck 25 MPH or less
## 2658  Female    No    Two    Nothing Struck      45-60 MPH
## 2659  Female    No    Two    Nothing Struck 25 MPH or less
## 2660  Female    No    Two    Nothing Struck      45-60 MPH
## 2661    Male    No    Two             Ditch      45-60 MPH
## 2662  Female    No    Two    Nothing Struck 25 MPH or less
## 2663 Unknwon    No    Two    Nothing Struck      45-60 MPH
## 2664    Male    No    Two    Nothing Struck 25 MPH or less
## 2665    Male   Yes  Multi    Nothing Struck      45-60 MPH
## 2666  Female    No    Two             Other      45-60 MPH
## 2667    Male    No    Two    Nothing Struck      45-60 MPH
## 2668    Male    No    Two    Nothing Struck      45-60 MPH
## 2669    Male    No    Two    Nothing Struck 25 MPH or less
## 2670  Female    No  Multi    Nothing Struck      30-40 MPH
## 2671    Male    No    Two    Nothing Struck 25 MPH or less
## 2672  Female    No    Two    Nothing Struck      30-40 MPH
## 2673    Male    No    Two    Nothing Struck      45-60 MPH
## 2674  Female    No  Multi    Nothing Struck      45-60 MPH
## 2675  Female    No    One    Nothing Struck 25 MPH or less
## 2676  Female    No    Two    Nothing Struck      45-60 MPH
## 2677 Unknwon    No    Two    Nothing Struck      30-40 MPH
## 2678    Male    No    Two    Nothing Struck 25 MPH or less
## 2679    Male    No    Two    Nothing Struck      30-40 MPH
## 2680    Male    No    Two    Nothing Struck 25 MPH or less
## 2681  Female    No  Multi    Nothing Struck      30-40 MPH
## 2682    Male    No  Multi    Nothing Struck      30-40 MPH
## 2683    Male    No  Multi    Nothing Struck      30-40 MPH
## 2684    Male    No    Two    Nothing Struck 25 MPH or less
## 2685  Female    No  Multi    Nothing Struck      30-40 MPH
## 2686  Female    No    Two    Nothing Struck 25 MPH or less
## 2687  Female    No    Two    Nothing Struck      30-40 MPH
## 2688    Male    No    Two    Nothing Struck      45-60 MPH
## 2689    Male    No    Two    Nothing Struck 25 MPH or less
## 2690    Male    No    Two             Other 25 MPH or less
## 2691    Male    No    Two    Nothing Struck      45-60 MPH
## 2692 Unknwon    No  Multi    Nothing Struck 25 MPH or less
## 2693    Male    No    Two    Nothing Struck 25 MPH or less
## 2694  Female    No    Two    Nothing Struck      30-40 MPH
## 2695    Male    No    Two    Nothing Struck      45-60 MPH
## 2696    Male    No    Two    Nothing Struck 25 MPH or less
## 2697  Female    No    Two    Nothing Struck 25 MPH or less
## 2698    Male    No    Two    Nothing Struck 25 MPH or less
## 2699    Male    No    Two    Nothing Struck 25 MPH or less
## 2700  Female    No    One    Nothing Struck      30-40 MPH
## 2701    Male    No    Two    Nothing Struck      30-40 MPH
## 2702    Male    No    Two             Ditch      45-60 MPH
## 2703    Male   Yes    Two             Other      45-60 MPH
## 2704 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2705 Unknwon    No  Multi    Nothing Struck      45-60 MPH
## 2706 Unknwon    No    Two    Nothing Struck 25 MPH or less
## 2707    Male    No  Multi    Nothing Struck 25 MPH or less
## 2708    Male    No    Two    Nothing Struck      45-60 MPH
## 2709  Female    No    Two             Other 25 MPH or less
## 2710  Female    No    Two    Nothing Struck      30-40 MPH
## 2711 Unknwon    No    One    Nothing Struck 25 MPH or less
## 2712  Female    No    Two    Nothing Struck      45-60 MPH
## 2713    Male    No    Two    Nothing Struck      30-40 MPH
## 2714    Male    No  Multi             Ditch      45-60 MPH
## 2715  Female    No    Two    Nothing Struck 25 MPH or less
## 2716    Male    No  Multi    Nothing Struck      30-40 MPH
##                          Seq_Event                VehTyp Wthr_Cond
## 1                            Other          Semi-Tractor      Rain
## 2       Motor Vehicle In Transport                 Other      Snow
## 3                     Ran Off Road Sport Utility Vehicle      Snow
## 4       Motor Vehicle In Transport         Passenger Car     Clear
## 5       Motor Vehicle In Transport                 Other    Cloudy
## 6       Motor Vehicle In Transport         Passenger Car    Cloudy
## 7       Motor Vehicle In Transport         Passenger Car      Rain
## 8       Motor Vehicle In Transport         Passenger Car     Clear
## 9       Motor Vehicle In Transport         Passenger Car    Cloudy
## 10      Motor Vehicle In Transport         Passenger Car      Rain
## 11      Motor Vehicle In Transport                 Other     Clear
## 12      Motor Vehicle In Transport         Passenger Car      Rain
## 13      Motor Vehicle In Transport         Passenger Car     Clear
## 14      Motor Vehicle In Transport         Passenger Car      Rain
## 15      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 16      Motor Vehicle In Transport         Passenger Car     Clear
## 17      Motor Vehicle In Transport          Semi-Tractor    Cloudy
## 18      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 19      Motor Vehicle In Transport         Passenger Car     Clear
## 20      Motor Vehicle In Transport         Passenger Car    Cloudy
## 21      Motor Vehicle In Transport                 Other     Clear
## 22      Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 23      Motor Vehicle In Transport         Passenger Car    Cloudy
## 24                           Other Sport Utility Vehicle      Rain
## 25                    Ran Off Road Sport Utility Vehicle    Cloudy
## 26      Motor Vehicle In Transport         Passenger Car     Clear
## 27                           Other          Semi-Tractor     Clear
## 28      Motor Vehicle In Transport               Pick Up    Cloudy
## 29                    Ran Off Road Sport Utility Vehicle    Cloudy
## 30      Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 31      Motor Vehicle In Transport         Passenger Car     Clear
## 32                    Ran Off Road               Pick Up     Clear
## 33      Motor Vehicle In Transport         Passenger Car    Cloudy
## 34                    Ran Off Road         Passenger Car     Clear
## 35                    Ran Off Road         Passenger Car    Cloudy
## 36   Cross Centerline OD of Travel          Semi-Tractor      Rain
## 37      Motor Vehicle In Transport               Pick Up     Clear
## 38                    Ran Off Road Sport Utility Vehicle    Cloudy
## 39      Motor Vehicle In Transport         Passenger Car     Clear
## 40                    Ran Off Road         Passenger Car      Rain
## 41      Motor Vehicle In Transport         Passenger Car     Clear
## 42                    Ran Off Road         Passenger Car     Clear
## 43                    Ran Off Road                 Other     Clear
## 44      Motor Vehicle In Transport         Passenger Car    Cloudy
## 45      Motor Vehicle In Transport         Passenger Car     Clear
## 46      Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 47      Motor Vehicle In Transport                 Other     Clear
## 48                    Ran Off Road         Passenger Car     Clear
## 49      Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 50      Motor Vehicle In Transport               Pick Up     Clear
## 51      Motor Vehicle In Transport         Passenger Car     Clear
## 52                           Other          Semi-Tractor     Other
## 53      Motor Vehicle In Transport                 Other     Clear
## 54      Motor Vehicle In Transport                 Other     Clear
## 55      Motor Vehicle In Transport         Passenger Car      Rain
## 56      Motor Vehicle In Transport         Passenger Car     Clear
## 57      Motor Vehicle In Transport         Passenger Car    Cloudy
## 58      Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 59      Motor Vehicle In Transport         Passenger Car    Cloudy
## 60      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 61                           Other          Semi-Tractor    Cloudy
## 62      Motor Vehicle In Transport                 Other    Cloudy
## 63      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 64      Motor Vehicle In Transport               Pick Up     Clear
## 65      Motor Vehicle In Transport         Passenger Car     Clear
## 66      Motor Vehicle In Transport         Passenger Car      Rain
## 67                    Ran Off Road         Passenger Car     Clear
## 68                           Other          Semi-Tractor    Cloudy
## 69                    Ran Off Road Sport Utility Vehicle     Clear
## 70                           Other                 Other     Clear
## 71      Motor Vehicle In Transport         Passenger Car     Clear
## 72      Motor Vehicle In Transport         Passenger Car     Clear
## 73                    Ran Off Road               Pick Up    Cloudy
## 74      Motor Vehicle In Transport                 Other     Clear
## 75      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 76      Motor Vehicle In Transport                 Other     Clear
## 77      Motor Vehicle In Transport         Passenger Car     Clear
## 78      Motor Vehicle In Transport         Passenger Car    Cloudy
## 79      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 80      Motor Vehicle In Transport         Passenger Car    Cloudy
## 81      Motor Vehicle In Transport               Pick Up     Clear
## 82      Motor Vehicle In Transport                 Other     Clear
## 83                           Other          Semi-Tractor     Clear
## 84                    Ran Off Road                 Other      Snow
## 85      Motor Vehicle In Transport         Passenger Car     Clear
## 86      Motor Vehicle In Transport         Passenger Car     Clear
## 87      Motor Vehicle In Transport         Passenger Car      Rain
## 88      Motor Vehicle In Transport         Passenger Car    Cloudy
## 89      Motor Vehicle In Transport                 Other      Snow
## 90      Motor Vehicle In Transport         Passenger Car    Cloudy
## 91      Motor Vehicle In Transport         Passenger Car    Cloudy
## 92      Motor Vehicle In Transport         Passenger Car     Clear
## 93      Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 94                    Ran Off Road          Semi-Tractor     Clear
## 95      Motor Vehicle In Transport         Passenger Car     Clear
## 96                    Ran Off Road         Passenger Car     Clear
## 97   Cross Centerline OD of Travel         Passenger Car    Cloudy
## 98      Motor Vehicle In Transport         Passenger Car     Clear
## 99      Motor Vehicle In Transport         Passenger Car     Clear
## 100     Motor Vehicle In Transport         Passenger Car     Clear
## 101     Motor Vehicle In Transport               Pick Up     Clear
## 102     Motor Vehicle In Transport         Passenger Car      Snow
## 103     Motor Vehicle In Transport         Passenger Car     Clear
## 104                   Ran Off Road         Passenger Car     Clear
## 105     Motor Vehicle In Transport         Passenger Car    Cloudy
## 106  Cross Centerline OD of Travel                 Other     Clear
## 107     Motor Vehicle In Transport         Passenger Car    Cloudy
## 108     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 109     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 110     Motor Vehicle In Transport                 Other      Snow
## 111  Cross Centerline OD of Travel         Passenger Car     Clear
## 112                          Other          Semi-Tractor     Clear
## 113     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 114     Motor Vehicle In Transport         Passenger Car     Clear
## 115     Motor Vehicle In Transport         Passenger Car     Clear
## 116     Motor Vehicle In Transport         Passenger Car    Cloudy
## 117     Motor Vehicle In Transport         Passenger Car     Clear
## 118     Motor Vehicle In Transport         Passenger Car     Clear
## 119     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 120     Motor Vehicle In Transport         Passenger Car     Clear
## 121                          Other         Passenger Car     Clear
## 122     Motor Vehicle In Transport         Passenger Car    Cloudy
## 123     Motor Vehicle In Transport         Passenger Car     Clear
## 124     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 125                          Other                 Other    Cloudy
## 126                   Ran Off Road          Semi-Tractor     Other
## 127     Motor Vehicle In Transport                 Other     Clear
## 128     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 129     Motor Vehicle In Transport         Passenger Car     Clear
## 130                          Other                 Other    Cloudy
## 131                          Other         Passenger Car    Cloudy
## 132     Motor Vehicle In Transport               Pick Up      Rain
## 133     Motor Vehicle In Transport         Passenger Car    Cloudy
## 134     Motor Vehicle In Transport          Semi-Tractor     Clear
## 135           Parked Motor Vehicle               Pick Up     Clear
## 136     Motor Vehicle In Transport         Passenger Car      Rain
## 137     Motor Vehicle In Transport                 Other      Rain
## 138     Motor Vehicle In Transport         Passenger Car      Rain
## 139     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 140                   Ran Off Road Sport Utility Vehicle     Clear
## 141     Motor Vehicle In Transport         Passenger Car      Rain
## 142     Motor Vehicle In Transport         Passenger Car      Rain
## 143     Motor Vehicle In Transport                 Other    Cloudy
## 144     Motor Vehicle In Transport         Passenger Car    Cloudy
## 145     Motor Vehicle In Transport                 Other     Clear
## 146     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 147     Motor Vehicle In Transport         Passenger Car     Other
## 148     Motor Vehicle In Transport         Passenger Car     Clear
## 149     Motor Vehicle In Transport         Passenger Car     Clear
## 150                   Ran Off Road          Semi-Tractor      Rain
## 151                   Ran Off Road Sport Utility Vehicle     Clear
## 152     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 153                   Ran Off Road         Passenger Car     Clear
## 154     Motor Vehicle In Transport         Passenger Car     Clear
## 155     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 156     Motor Vehicle In Transport         Passenger Car     Clear
## 157     Motor Vehicle In Transport         Passenger Car    Cloudy
## 158     Motor Vehicle In Transport         Passenger Car     Clear
## 159                          Other                 Other     Clear
## 160                   Ran Off Road         Passenger Car     Clear
## 161     Motor Vehicle In Transport         Passenger Car      Rain
## 162     Motor Vehicle In Transport         Passenger Car    Cloudy
## 163     Motor Vehicle In Transport         Passenger Car    Cloudy
## 164                   Ran Off Road         Passenger Car    Cloudy
## 165     Motor Vehicle In Transport                 Other     Clear
## 166     Motor Vehicle In Transport                 Other    Cloudy
## 167     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 168     Motor Vehicle In Transport         Passenger Car     Clear
## 169     Motor Vehicle In Transport         Passenger Car     Clear
## 170     Motor Vehicle In Transport         Passenger Car     Clear
## 171  Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 172     Motor Vehicle In Transport         Passenger Car     Clear
## 173     Motor Vehicle In Transport          Semi-Tractor     Clear
## 174  Cross Centerline OD of Travel          Semi-Tractor     Clear
## 175     Motor Vehicle In Transport         Passenger Car      Rain
## 176     Motor Vehicle In Transport                 Other      Rain
## 177           Parked Motor Vehicle Sport Utility Vehicle     Clear
## 178                   Ran Off Road         Passenger Car    Cloudy
## 179           Parked Motor Vehicle                 Other     Clear
## 180                   Ran Off Road          Semi-Tractor    Cloudy
## 181     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 182                   Ran Off Road Sport Utility Vehicle     Clear
## 183     Motor Vehicle In Transport         Passenger Car     Clear
## 184     Motor Vehicle In Transport         Passenger Car     Clear
## 185     Motor Vehicle In Transport         Passenger Car     Clear
## 186     Motor Vehicle In Transport         Passenger Car     Clear
## 187     Motor Vehicle In Transport         Passenger Car    Cloudy
## 188     Motor Vehicle In Transport               Pick Up    Cloudy
## 189     Motor Vehicle In Transport                 Other     Clear
## 190                          Other Sport Utility Vehicle     Clear
## 191     Motor Vehicle In Transport         Passenger Car     Clear
## 192     Motor Vehicle In Transport         Passenger Car     Clear
## 193     Motor Vehicle In Transport                 Other     Clear
## 194                   Ran Off Road Sport Utility Vehicle    Cloudy
## 195  Cross Centerline OD of Travel         Passenger Car     Clear
## 196     Motor Vehicle In Transport         Passenger Car     Clear
## 197     Motor Vehicle In Transport         Passenger Car     Clear
## 198     Motor Vehicle In Transport               Pick Up     Clear
## 199                   Ran Off Road Sport Utility Vehicle     Clear
## 200     Motor Vehicle In Transport         Passenger Car    Cloudy
## 201     Motor Vehicle In Transport               Pick Up     Clear
## 202     Motor Vehicle In Transport                 Other     Clear
## 203     Motor Vehicle In Transport         Passenger Car     Clear
## 204  Cross Centerline OD of Travel               Pick Up     Clear
## 205     Motor Vehicle In Transport         Passenger Car     Clear
## 206     Motor Vehicle In Transport         Passenger Car    Cloudy
## 207           Parked Motor Vehicle                 Other     Clear
## 208     Motor Vehicle In Transport         Passenger Car     Clear
## 209     Motor Vehicle In Transport         Passenger Car     Clear
## 210     Motor Vehicle In Transport               Pick Up      Rain
## 211     Motor Vehicle In Transport         Passenger Car    Cloudy
## 212     Motor Vehicle In Transport         Passenger Car    Cloudy
## 213     Motor Vehicle In Transport         Passenger Car      Rain
## 214     Motor Vehicle In Transport         Passenger Car     Clear
## 215                   Ran Off Road                 Other     Clear
## 216                   Ran Off Road          Semi-Tractor     Clear
## 217     Motor Vehicle In Transport         Passenger Car     Clear
## 218     Motor Vehicle In Transport         Passenger Car     Clear
## 219     Motor Vehicle In Transport         Passenger Car    Cloudy
## 220     Motor Vehicle In Transport         Passenger Car      Rain
## 221     Motor Vehicle In Transport         Passenger Car     Clear
## 222           Parked Motor Vehicle                 Other     Clear
## 223     Motor Vehicle In Transport         Passenger Car     Clear
## 224     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 225  Cross Centerline OD of Travel         Passenger Car     Clear
## 226           Parked Motor Vehicle         Passenger Car     Clear
## 227                   Ran Off Road               Pick Up      Rain
## 228     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 229     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 230     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 231     Motor Vehicle In Transport          Semi-Tractor     Clear
## 232     Motor Vehicle In Transport         Passenger Car     Clear
## 233     Motor Vehicle In Transport         Passenger Car     Clear
## 234     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 235     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 236     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 237                          Other          Semi-Tractor     Clear
## 238                          Other Sport Utility Vehicle     Clear
## 239     Motor Vehicle In Transport         Passenger Car     Clear
## 240     Motor Vehicle In Transport         Passenger Car    Cloudy
## 241     Motor Vehicle In Transport         Passenger Car     Clear
## 242     Motor Vehicle In Transport         Passenger Car      Rain
## 243     Motor Vehicle In Transport         Passenger Car    Cloudy
## 244  Cross Centerline OD of Travel Sport Utility Vehicle    Cloudy
## 245     Motor Vehicle In Transport         Passenger Car    Cloudy
## 246     Motor Vehicle In Transport               Pick Up     Clear
## 247     Motor Vehicle In Transport         Passenger Car    Cloudy
## 248     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 249                          Other          Semi-Tractor     Clear
## 250     Motor Vehicle In Transport                 Other     Clear
## 251                   Ran Off Road         Passenger Car     Clear
## 252                          Other         Passenger Car      Rain
## 253     Motor Vehicle In Transport         Passenger Car     Clear
## 254  Cross Centerline OD of Travel                 Other     Clear
## 255           Parked Motor Vehicle                 Other     Clear
## 256     Motor Vehicle In Transport         Passenger Car     Clear
## 257     Motor Vehicle In Transport         Passenger Car     Clear
## 258     Motor Vehicle In Transport         Passenger Car     Clear
## 259     Motor Vehicle In Transport         Passenger Car    Cloudy
## 260                          Other Sport Utility Vehicle    Cloudy
## 261     Motor Vehicle In Transport         Passenger Car     Clear
## 262  Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 263                          Other          Semi-Tractor     Clear
## 264     Motor Vehicle In Transport                 Other     Clear
## 265     Motor Vehicle In Transport         Passenger Car    Cloudy
## 266     Motor Vehicle In Transport         Passenger Car     Clear
## 267     Motor Vehicle In Transport         Passenger Car     Clear
## 268                          Other         Passenger Car     Clear
## 269     Motor Vehicle In Transport                 Other    Cloudy
## 270           Parked Motor Vehicle          Semi-Tractor     Clear
## 271     Motor Vehicle In Transport         Passenger Car     Clear
## 272     Motor Vehicle In Transport         Passenger Car     Clear
## 273     Motor Vehicle In Transport         Passenger Car     Clear
## 274     Motor Vehicle In Transport                 Other     Clear
## 275                          Other          Semi-Tractor     Clear
## 276     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 277     Motor Vehicle In Transport         Passenger Car      Rain
## 278     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 279     Motor Vehicle In Transport         Passenger Car     Clear
## 280     Motor Vehicle In Transport                 Other    Cloudy
## 281     Motor Vehicle In Transport         Passenger Car     Clear
## 282                          Other               Pick Up     Clear
## 283     Motor Vehicle In Transport         Passenger Car     Clear
## 284     Motor Vehicle In Transport         Passenger Car      Rain
## 285                   Ran Off Road          Semi-Tractor     Clear
## 286     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 287     Motor Vehicle In Transport         Passenger Car      Snow
## 288     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 289     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 290     Motor Vehicle In Transport         Passenger Car     Clear
## 291     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 292     Motor Vehicle In Transport         Passenger Car    Cloudy
## 293     Motor Vehicle In Transport         Passenger Car     Clear
## 294     Motor Vehicle In Transport          Semi-Tractor     Clear
## 295           Parked Motor Vehicle          Semi-Tractor     Clear
## 296     Motor Vehicle In Transport               Pick Up     Clear
## 297     Motor Vehicle In Transport         Passenger Car     Clear
## 298     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 299     Motor Vehicle In Transport         Passenger Car      Rain
## 300     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 301     Motor Vehicle In Transport         Passenger Car     Clear
## 302                   Ran Off Road         Passenger Car     Clear
## 303     Motor Vehicle In Transport         Passenger Car     Clear
## 304                   Ran Off Road          Semi-Tractor    Cloudy
## 305     Motor Vehicle In Transport         Passenger Car     Clear
## 306     Motor Vehicle In Transport         Passenger Car     Clear
## 307     Motor Vehicle In Transport         Passenger Car     Clear
## 308     Motor Vehicle In Transport         Passenger Car     Clear
## 309     Motor Vehicle In Transport         Passenger Car     Clear
## 310     Motor Vehicle In Transport         Passenger Car     Clear
## 311     Motor Vehicle In Transport                 Other     Clear
## 312                   Ran Off Road         Passenger Car    Cloudy
## 313     Motor Vehicle In Transport         Passenger Car    Cloudy
## 314     Motor Vehicle In Transport         Passenger Car     Clear
## 315     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 316                   Ran Off Road         Passenger Car     Clear
## 317                          Other Sport Utility Vehicle      Rain
## 318     Motor Vehicle In Transport         Passenger Car      Rain
## 319     Motor Vehicle In Transport         Passenger Car    Cloudy
## 320     Motor Vehicle In Transport                 Other     Clear
## 321     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 322     Motor Vehicle In Transport               Pick Up     Clear
## 323     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 324     Motor Vehicle In Transport         Passenger Car     Clear
## 325           Parked Motor Vehicle                 Other    Cloudy
## 326           Parked Motor Vehicle          Semi-Tractor     Clear
## 327     Motor Vehicle In Transport         Passenger Car    Cloudy
## 328     Motor Vehicle In Transport         Passenger Car    Cloudy
## 329     Motor Vehicle In Transport                 Other     Clear
## 330     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 331     Motor Vehicle In Transport         Passenger Car     Clear
## 332                          Other         Passenger Car    Cloudy
## 333     Motor Vehicle In Transport                 Other     Clear
## 334           Parked Motor Vehicle         Passenger Car     Clear
## 335     Motor Vehicle In Transport         Passenger Car      Rain
## 336     Motor Vehicle In Transport         Passenger Car     Clear
## 337     Motor Vehicle In Transport         Passenger Car     Clear
## 338     Motor Vehicle In Transport         Passenger Car     Clear
## 339     Motor Vehicle In Transport         Passenger Car     Clear
## 340  Cross Centerline OD of Travel                 Other     Clear
## 341                   Ran Off Road Sport Utility Vehicle     Other
## 342                   Ran Off Road          Semi-Tractor     Clear
## 343     Motor Vehicle In Transport         Passenger Car     Clear
## 344     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 345     Motor Vehicle In Transport         Passenger Car     Clear
## 346     Motor Vehicle In Transport         Passenger Car    Cloudy
## 347     Motor Vehicle In Transport                 Other      Rain
## 348     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 349                          Other                 Other     Clear
## 350     Motor Vehicle In Transport               Pick Up     Clear
## 351     Motor Vehicle In Transport         Passenger Car     Clear
## 352     Motor Vehicle In Transport         Passenger Car     Clear
## 353     Motor Vehicle In Transport         Passenger Car    Cloudy
## 354     Motor Vehicle In Transport         Passenger Car     Clear
## 355     Motor Vehicle In Transport         Passenger Car     Clear
## 356     Motor Vehicle In Transport         Passenger Car     Clear
## 357     Motor Vehicle In Transport         Passenger Car     Clear
## 358     Motor Vehicle In Transport                 Other     Clear
## 359     Motor Vehicle In Transport         Passenger Car    Cloudy
## 360     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 361     Motor Vehicle In Transport         Passenger Car    Cloudy
## 362                   Ran Off Road          Semi-Tractor    Cloudy
## 363     Motor Vehicle In Transport         Passenger Car     Clear
## 364     Motor Vehicle In Transport         Passenger Car     Clear
## 365     Motor Vehicle In Transport         Passenger Car    Cloudy
## 366     Motor Vehicle In Transport         Passenger Car      Rain
## 367     Motor Vehicle In Transport         Passenger Car    Cloudy
## 368     Motor Vehicle In Transport         Passenger Car      Rain
## 369     Motor Vehicle In Transport         Passenger Car     Clear
## 370     Motor Vehicle In Transport                 Other     Clear
## 371     Motor Vehicle In Transport         Passenger Car     Clear
## 372     Motor Vehicle In Transport         Passenger Car     Clear
## 373                          Other         Passenger Car     Clear
## 374     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 375     Motor Vehicle In Transport          Semi-Tractor      Rain
## 376                   Ran Off Road         Passenger Car    Cloudy
## 377     Motor Vehicle In Transport         Passenger Car     Clear
## 378     Motor Vehicle In Transport         Passenger Car      Rain
## 379     Motor Vehicle In Transport         Passenger Car     Clear
## 380     Motor Vehicle In Transport               Pick Up     Clear
## 381     Motor Vehicle In Transport                 Other     Clear
## 382     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 383     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 384     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 385     Motor Vehicle In Transport         Passenger Car     Clear
## 386     Motor Vehicle In Transport                 Other    Cloudy
## 387     Motor Vehicle In Transport         Passenger Car    Cloudy
## 388     Motor Vehicle In Transport         Passenger Car    Cloudy
## 389     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 390     Motor Vehicle In Transport               Pick Up     Clear
## 391                   Ran Off Road         Passenger Car     Clear
## 392     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 393     Motor Vehicle In Transport         Passenger Car      Rain
## 394     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 395     Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 396     Motor Vehicle In Transport         Passenger Car     Clear
## 397     Motor Vehicle In Transport         Passenger Car     Clear
## 398     Motor Vehicle In Transport         Passenger Car     Clear
## 399                          Other                 Other    Cloudy
## 400     Motor Vehicle In Transport         Passenger Car    Cloudy
## 401     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 402     Motor Vehicle In Transport         Passenger Car     Clear
## 403     Motor Vehicle In Transport         Passenger Car     Clear
## 404                          Other         Passenger Car    Cloudy
## 405                          Other         Passenger Car      Rain
## 406     Motor Vehicle In Transport         Passenger Car     Clear
## 407     Motor Vehicle In Transport         Passenger Car      Rain
## 408                          Other Sport Utility Vehicle    Cloudy
## 409     Motor Vehicle In Transport         Passenger Car     Clear
## 410                   Ran Off Road Sport Utility Vehicle     Clear
## 411     Motor Vehicle In Transport         Passenger Car     Clear
## 412     Motor Vehicle In Transport         Passenger Car     Clear
## 413     Motor Vehicle In Transport         Passenger Car    Cloudy
## 414     Motor Vehicle In Transport                 Other     Clear
## 415                          Other Sport Utility Vehicle     Clear
## 416     Motor Vehicle In Transport         Passenger Car    Cloudy
## 417     Motor Vehicle In Transport         Passenger Car     Clear
## 418     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 419                          Other Sport Utility Vehicle     Clear
## 420     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 421                          Other Sport Utility Vehicle     Clear
## 422     Motor Vehicle In Transport         Passenger Car     Clear
## 423                   Ran Off Road          Semi-Tractor     Clear
## 424     Motor Vehicle In Transport                 Other     Clear
## 425     Motor Vehicle In Transport         Passenger Car     Clear
## 426     Motor Vehicle In Transport         Passenger Car     Clear
## 427  Cross Centerline OD of Travel Sport Utility Vehicle      Rain
## 428     Motor Vehicle In Transport         Passenger Car     Clear
## 429           Parked Motor Vehicle         Passenger Car     Clear
## 430     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 431     Motor Vehicle In Transport         Passenger Car     Clear
## 432     Motor Vehicle In Transport         Passenger Car     Clear
## 433     Motor Vehicle In Transport         Passenger Car     Clear
## 434     Motor Vehicle In Transport         Passenger Car     Clear
## 435     Motor Vehicle In Transport                 Other     Clear
## 436           Parked Motor Vehicle                 Other     Clear
## 437     Motor Vehicle In Transport               Pick Up      Rain
## 438                   Ran Off Road         Passenger Car     Clear
## 439     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 440     Motor Vehicle In Transport         Passenger Car     Clear
## 441     Motor Vehicle In Transport               Pick Up    Cloudy
## 442     Motor Vehicle In Transport               Pick Up     Clear
## 443     Motor Vehicle In Transport               Pick Up    Cloudy
## 444                          Other                 Other      Snow
## 445     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 446     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 447     Motor Vehicle In Transport         Passenger Car    Cloudy
## 448     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 449           Parked Motor Vehicle         Passenger Car     Clear
## 450  Cross Centerline OD of Travel         Passenger Car     Clear
## 451     Motor Vehicle In Transport         Passenger Car     Clear
## 452     Motor Vehicle In Transport         Passenger Car     Clear
## 453                   Ran Off Road Sport Utility Vehicle     Clear
## 454     Motor Vehicle In Transport         Passenger Car    Cloudy
## 455     Motor Vehicle In Transport               Pick Up      Snow
## 456     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 457                          Other         Passenger Car    Cloudy
## 458                   Ran Off Road          Semi-Tractor     Clear
## 459     Motor Vehicle In Transport                 Other    Cloudy
## 460                          Other         Passenger Car     Clear
## 461                   Ran Off Road         Passenger Car      Rain
## 462     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 463     Motor Vehicle In Transport         Passenger Car     Clear
## 464     Motor Vehicle In Transport         Passenger Car     Clear
## 465     Motor Vehicle In Transport         Passenger Car    Cloudy
## 466     Motor Vehicle In Transport         Passenger Car    Cloudy
## 467     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 468                   Ran Off Road               Pick Up    Cloudy
## 469     Motor Vehicle In Transport         Passenger Car     Clear
## 470     Motor Vehicle In Transport         Passenger Car      Snow
## 471     Motor Vehicle In Transport         Passenger Car     Clear
## 472     Motor Vehicle In Transport                 Other    Cloudy
## 473     Motor Vehicle In Transport         Passenger Car      Snow
## 474     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 475     Motor Vehicle In Transport         Passenger Car     Clear
## 476     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 477     Motor Vehicle In Transport         Passenger Car    Cloudy
## 478     Motor Vehicle In Transport         Passenger Car    Cloudy
## 479     Motor Vehicle In Transport         Passenger Car     Clear
## 480     Motor Vehicle In Transport         Passenger Car      Snow
## 481                          Other          Semi-Tractor    Cloudy
## 482     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 483     Motor Vehicle In Transport         Passenger Car     Clear
## 484     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 485     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 486     Motor Vehicle In Transport         Passenger Car    Cloudy
## 487     Motor Vehicle In Transport         Passenger Car     Clear
## 488     Motor Vehicle In Transport         Passenger Car     Clear
## 489     Motor Vehicle In Transport         Passenger Car      Rain
## 490     Motor Vehicle In Transport         Passenger Car     Clear
## 491     Motor Vehicle In Transport               Pick Up      Rain
## 492     Motor Vehicle In Transport         Passenger Car    Cloudy
## 493                   Ran Off Road         Passenger Car    Cloudy
## 494                          Other Sport Utility Vehicle     Clear
## 495                          Other         Passenger Car     Clear
## 496     Motor Vehicle In Transport         Passenger Car    Cloudy
## 497                   Ran Off Road                 Other     Clear
## 498     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 499                   Ran Off Road         Passenger Car     Clear
## 500     Motor Vehicle In Transport         Passenger Car    Cloudy
## 501                          Other         Passenger Car     Clear
## 502     Motor Vehicle In Transport         Passenger Car    Cloudy
## 503     Motor Vehicle In Transport                 Other    Cloudy
## 504  Cross Centerline OD of Travel               Pick Up    Cloudy
## 505  Cross Centerline OD of Travel         Passenger Car     Clear
## 506     Motor Vehicle In Transport         Passenger Car    Cloudy
## 507     Motor Vehicle In Transport         Passenger Car     Clear
## 508  Cross Centerline OD of Travel Sport Utility Vehicle     Other
## 509                          Other                 Other      Snow
## 510                          Other Sport Utility Vehicle    Cloudy
## 511     Motor Vehicle In Transport         Passenger Car     Clear
## 512                   Ran Off Road         Passenger Car     Clear
## 513                          Other         Passenger Car     Clear
## 514     Motor Vehicle In Transport         Passenger Car     Clear
## 515                   Ran Off Road                 Other    Cloudy
## 516     Motor Vehicle In Transport         Passenger Car     Clear
## 517  Cross Centerline OD of Travel                 Other     Clear
## 518     Motor Vehicle In Transport         Passenger Car    Cloudy
## 519                   Ran Off Road          Semi-Tractor    Cloudy
## 520     Motor Vehicle In Transport         Passenger Car     Clear
## 521     Motor Vehicle In Transport         Passenger Car     Clear
## 522     Motor Vehicle In Transport         Passenger Car     Clear
## 523     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 524     Motor Vehicle In Transport         Passenger Car     Clear
## 525     Motor Vehicle In Transport         Passenger Car     Clear
## 526     Motor Vehicle In Transport         Passenger Car     Clear
## 527     Motor Vehicle In Transport         Passenger Car    Cloudy
## 528     Motor Vehicle In Transport         Passenger Car     Clear
## 529     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 530     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 531     Motor Vehicle In Transport         Passenger Car    Cloudy
## 532     Motor Vehicle In Transport                 Other      Snow
## 533     Motor Vehicle In Transport         Passenger Car      Rain
## 534     Motor Vehicle In Transport         Passenger Car     Clear
## 535     Motor Vehicle In Transport         Passenger Car      Snow
## 536     Motor Vehicle In Transport         Passenger Car     Clear
## 537                          Other                 Other    Cloudy
## 538     Motor Vehicle In Transport               Pick Up      Snow
## 539     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 540     Motor Vehicle In Transport         Passenger Car     Clear
## 541     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 542                          Other          Semi-Tractor     Clear
## 543     Motor Vehicle In Transport                 Other     Clear
## 544     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 545     Motor Vehicle In Transport         Passenger Car     Clear
## 546           Parked Motor Vehicle         Passenger Car      Rain
## 547     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 548     Motor Vehicle In Transport         Passenger Car     Clear
## 549                   Ran Off Road          Semi-Tractor     Clear
## 550                   Ran Off Road          Semi-Tractor      Rain
## 551                   Ran Off Road          Semi-Tractor    Cloudy
## 552     Motor Vehicle In Transport         Passenger Car     Clear
## 553     Motor Vehicle In Transport         Passenger Car    Cloudy
## 554     Motor Vehicle In Transport         Passenger Car     Clear
## 555                   Ran Off Road          Semi-Tractor      Rain
## 556     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 557     Motor Vehicle In Transport         Passenger Car     Clear
## 558     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 559     Motor Vehicle In Transport                 Other     Clear
## 560  Cross Centerline OD of Travel          Semi-Tractor     Clear
## 561                   Ran Off Road         Passenger Car    Cloudy
## 562                   Ran Off Road          Semi-Tractor    Cloudy
## 563     Motor Vehicle In Transport         Passenger Car     Clear
## 564                   Ran Off Road                 Other      Rain
## 565                   Ran Off Road          Semi-Tractor     Clear
## 566     Motor Vehicle In Transport         Passenger Car     Clear
## 567     Motor Vehicle In Transport         Passenger Car      Rain
## 568     Motor Vehicle In Transport         Passenger Car     Clear
## 569     Motor Vehicle In Transport               Pick Up     Clear
## 570     Motor Vehicle In Transport               Pick Up     Clear
## 571     Motor Vehicle In Transport         Passenger Car     Clear
## 572     Motor Vehicle In Transport         Passenger Car     Clear
## 573     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 574     Motor Vehicle In Transport                 Other     Clear
## 575     Motor Vehicle In Transport         Passenger Car     Clear
## 576     Motor Vehicle In Transport         Passenger Car     Clear
## 577                          Other          Semi-Tractor      Rain
## 578     Motor Vehicle In Transport         Passenger Car      Snow
## 579           Parked Motor Vehicle                 Other     Clear
## 580     Motor Vehicle In Transport         Passenger Car     Clear
## 581     Motor Vehicle In Transport         Passenger Car     Clear
## 582     Motor Vehicle In Transport         Passenger Car    Cloudy
## 583                   Ran Off Road               Pick Up     Clear
## 584     Motor Vehicle In Transport         Passenger Car     Clear
## 585     Motor Vehicle In Transport         Passenger Car     Clear
## 586     Motor Vehicle In Transport         Passenger Car     Clear
## 587     Motor Vehicle In Transport         Passenger Car    Cloudy
## 588     Motor Vehicle In Transport         Passenger Car     Clear
## 589                          Other         Passenger Car     Clear
## 590  Cross Centerline OD of Travel         Passenger Car     Clear
## 591     Motor Vehicle In Transport         Passenger Car     Clear
## 592     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 593     Motor Vehicle In Transport         Passenger Car    Cloudy
## 594     Motor Vehicle In Transport         Passenger Car    Cloudy
## 595     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 596                          Other          Semi-Tractor     Clear
## 597                   Ran Off Road         Passenger Car     Clear
## 598     Motor Vehicle In Transport         Passenger Car     Clear
## 599     Motor Vehicle In Transport                 Other     Clear
## 600     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 601                   Ran Off Road                 Other    Cloudy
## 602     Motor Vehicle In Transport                 Other     Clear
## 603                   Ran Off Road          Semi-Tractor     Clear
## 604                          Other         Passenger Car      Rain
## 605     Motor Vehicle In Transport                 Other     Clear
## 606     Motor Vehicle In Transport         Passenger Car    Cloudy
## 607     Motor Vehicle In Transport          Semi-Tractor      Rain
## 608                   Ran Off Road          Semi-Tractor      Rain
## 609     Motor Vehicle In Transport               Pick Up      Rain
## 610     Motor Vehicle In Transport                 Other    Cloudy
## 611     Motor Vehicle In Transport         Passenger Car    Cloudy
## 612  Cross Centerline OD of Travel Sport Utility Vehicle      Rain
## 613     Motor Vehicle In Transport         Passenger Car    Cloudy
## 614     Motor Vehicle In Transport               Pick Up      Snow
## 615     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 616     Motor Vehicle In Transport         Passenger Car     Clear
## 617     Motor Vehicle In Transport         Passenger Car     Clear
## 618     Motor Vehicle In Transport         Passenger Car    Cloudy
## 619     Motor Vehicle In Transport                 Other      Rain
## 620     Motor Vehicle In Transport               Pick Up    Cloudy
## 621     Motor Vehicle In Transport         Passenger Car     Clear
## 622     Motor Vehicle In Transport         Passenger Car     Clear
## 623     Motor Vehicle In Transport         Passenger Car     Clear
## 624     Motor Vehicle In Transport               Pick Up    Cloudy
## 625     Motor Vehicle In Transport         Passenger Car    Cloudy
## 626     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 627     Motor Vehicle In Transport         Passenger Car     Clear
## 628                          Other         Passenger Car     Clear
## 629     Motor Vehicle In Transport         Passenger Car     Clear
## 630     Motor Vehicle In Transport         Passenger Car     Clear
## 631     Motor Vehicle In Transport         Passenger Car     Clear
## 632     Motor Vehicle In Transport         Passenger Car     Clear
## 633     Motor Vehicle In Transport         Passenger Car     Clear
## 634           Parked Motor Vehicle                 Other    Cloudy
## 635  Cross Centerline OD of Travel         Passenger Car      Rain
## 636     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 637                   Ran Off Road                 Other     Clear
## 638     Motor Vehicle In Transport         Passenger Car    Cloudy
## 639     Motor Vehicle In Transport         Passenger Car     Clear
## 640     Motor Vehicle In Transport                 Other     Clear
## 641     Motor Vehicle In Transport                 Other     Clear
## 642     Motor Vehicle In Transport         Passenger Car     Clear
## 643     Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 644     Motor Vehicle In Transport         Passenger Car     Clear
## 645     Motor Vehicle In Transport         Passenger Car    Cloudy
## 646                          Other               Pick Up     Clear
## 647                   Ran Off Road         Passenger Car     Clear
## 648     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 649     Motor Vehicle In Transport         Passenger Car     Clear
## 650     Motor Vehicle In Transport               Pick Up     Clear
## 651     Motor Vehicle In Transport         Passenger Car     Clear
## 652           Parked Motor Vehicle Sport Utility Vehicle     Clear
## 653     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 654     Motor Vehicle In Transport                 Other     Clear
## 655                   Ran Off Road Sport Utility Vehicle     Clear
## 656     Motor Vehicle In Transport         Passenger Car     Clear
## 657     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 658                          Other         Passenger Car     Clear
## 659     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 660                   Ran Off Road Sport Utility Vehicle     Clear
## 661     Motor Vehicle In Transport               Pick Up     Clear
## 662     Motor Vehicle In Transport               Pick Up     Clear
## 663     Motor Vehicle In Transport         Passenger Car    Cloudy
## 664     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 665     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 666     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 667     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 668     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 669     Motor Vehicle In Transport                 Other    Cloudy
## 670     Motor Vehicle In Transport               Pick Up     Clear
## 671     Motor Vehicle In Transport         Passenger Car     Clear
## 672     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 673                          Other Sport Utility Vehicle     Clear
## 674     Motor Vehicle In Transport         Passenger Car     Clear
## 675     Motor Vehicle In Transport               Pick Up     Clear
## 676     Motor Vehicle In Transport               Pick Up    Cloudy
## 677                          Other         Passenger Car    Cloudy
## 678     Motor Vehicle In Transport         Passenger Car     Clear
## 679     Motor Vehicle In Transport               Pick Up    Cloudy
## 680     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 681     Motor Vehicle In Transport         Passenger Car    Cloudy
## 682           Parked Motor Vehicle         Passenger Car     Clear
## 683                          Other         Passenger Car    Cloudy
## 684     Motor Vehicle In Transport         Passenger Car     Clear
## 685                          Other                 Other     Clear
## 686     Motor Vehicle In Transport                 Other    Cloudy
## 687                          Other Sport Utility Vehicle     Clear
## 688     Motor Vehicle In Transport         Passenger Car     Clear
## 689     Motor Vehicle In Transport               Pick Up     Clear
## 690                   Ran Off Road         Passenger Car     Clear
## 691                          Other         Passenger Car    Cloudy
## 692     Motor Vehicle In Transport                 Other    Cloudy
## 693     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 694     Motor Vehicle In Transport         Passenger Car     Clear
## 695     Motor Vehicle In Transport         Passenger Car    Cloudy
## 696     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 697     Motor Vehicle In Transport         Passenger Car     Clear
## 698     Motor Vehicle In Transport               Pick Up     Clear
## 699     Motor Vehicle In Transport         Passenger Car    Cloudy
## 700     Motor Vehicle In Transport                 Other     Clear
## 701     Motor Vehicle In Transport         Passenger Car    Cloudy
## 702     Motor Vehicle In Transport         Passenger Car     Clear
## 703     Motor Vehicle In Transport         Passenger Car    Cloudy
## 704     Motor Vehicle In Transport         Passenger Car     Clear
## 705     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 706     Motor Vehicle In Transport         Passenger Car      Rain
## 707     Motor Vehicle In Transport                 Other    Cloudy
## 708     Motor Vehicle In Transport         Passenger Car     Clear
## 709     Motor Vehicle In Transport         Passenger Car      Rain
## 710     Motor Vehicle In Transport                 Other    Cloudy
## 711  Cross Centerline OD of Travel                 Other     Clear
## 712     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 713     Motor Vehicle In Transport         Passenger Car     Clear
## 714     Motor Vehicle In Transport         Passenger Car     Clear
## 715     Motor Vehicle In Transport         Passenger Car     Clear
## 716           Parked Motor Vehicle         Passenger Car     Clear
## 717                          Other               Pick Up    Cloudy
## 718                          Other                 Other    Cloudy
## 719     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 720                   Ran Off Road Sport Utility Vehicle    Cloudy
## 721     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 722     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 723     Motor Vehicle In Transport                 Other     Clear
## 724                          Other Sport Utility Vehicle     Clear
## 725     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 726     Motor Vehicle In Transport         Passenger Car     Clear
## 727     Motor Vehicle In Transport         Passenger Car    Cloudy
## 728     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 729     Motor Vehicle In Transport         Passenger Car    Cloudy
## 730     Motor Vehicle In Transport         Passenger Car     Clear
## 731     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 732     Motor Vehicle In Transport         Passenger Car     Clear
## 733     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 734     Motor Vehicle In Transport         Passenger Car     Clear
## 735     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 736     Motor Vehicle In Transport               Pick Up     Clear
## 737     Motor Vehicle In Transport                 Other     Clear
## 738     Motor Vehicle In Transport               Pick Up     Clear
## 739           Parked Motor Vehicle         Passenger Car     Clear
## 740     Motor Vehicle In Transport         Passenger Car     Clear
## 741     Motor Vehicle In Transport         Passenger Car     Clear
## 742     Motor Vehicle In Transport               Pick Up     Clear
## 743                          Other Sport Utility Vehicle     Clear
## 744     Motor Vehicle In Transport         Passenger Car     Clear
## 745     Motor Vehicle In Transport         Passenger Car     Clear
## 746     Motor Vehicle In Transport                 Other     Clear
## 747     Motor Vehicle In Transport                 Other     Clear
## 748     Motor Vehicle In Transport         Passenger Car     Clear
## 749     Motor Vehicle In Transport         Passenger Car     Clear
## 750     Motor Vehicle In Transport         Passenger Car     Clear
## 751     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 752     Motor Vehicle In Transport         Passenger Car     Clear
## 753     Motor Vehicle In Transport         Passenger Car     Clear
## 754  Cross Centerline OD of Travel                 Other     Clear
## 755     Motor Vehicle In Transport         Passenger Car     Clear
## 756     Motor Vehicle In Transport                 Other     Clear
## 757     Motor Vehicle In Transport         Passenger Car     Clear
## 758     Motor Vehicle In Transport         Passenger Car     Clear
## 759     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 760     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 761     Motor Vehicle In Transport         Passenger Car     Clear
## 762     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 763                          Other          Semi-Tractor     Clear
## 764  Cross Centerline OD of Travel         Passenger Car     Clear
## 765     Motor Vehicle In Transport                 Other     Clear
## 766     Motor Vehicle In Transport               Pick Up     Clear
## 767     Motor Vehicle In Transport                 Other     Clear
## 768     Motor Vehicle In Transport         Passenger Car     Clear
## 769     Motor Vehicle In Transport               Pick Up    Cloudy
## 770     Motor Vehicle In Transport         Passenger Car    Cloudy
## 771     Motor Vehicle In Transport         Passenger Car     Clear
## 772     Motor Vehicle In Transport          Semi-Tractor    Cloudy
## 773     Motor Vehicle In Transport         Passenger Car     Clear
## 774     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 775                          Other                 Other    Cloudy
## 776     Motor Vehicle In Transport         Passenger Car     Clear
## 777     Motor Vehicle In Transport         Passenger Car    Cloudy
## 778     Motor Vehicle In Transport         Passenger Car     Clear
## 779     Motor Vehicle In Transport         Passenger Car    Cloudy
## 780                          Other                 Other     Clear
## 781     Motor Vehicle In Transport         Passenger Car    Cloudy
## 782     Motor Vehicle In Transport         Passenger Car     Clear
## 783     Motor Vehicle In Transport         Passenger Car     Clear
## 784                          Other         Passenger Car    Cloudy
## 785     Motor Vehicle In Transport               Pick Up     Clear
## 786                          Other         Passenger Car     Clear
## 787     Motor Vehicle In Transport         Passenger Car     Clear
## 788     Motor Vehicle In Transport         Passenger Car     Clear
## 789     Motor Vehicle In Transport         Passenger Car     Clear
## 790                          Other                 Other     Clear
## 791     Motor Vehicle In Transport         Passenger Car    Cloudy
## 792     Motor Vehicle In Transport                 Other    Cloudy
## 793     Motor Vehicle In Transport                 Other    Cloudy
## 794     Motor Vehicle In Transport         Passenger Car     Clear
## 795     Motor Vehicle In Transport         Passenger Car    Cloudy
## 796     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 797     Motor Vehicle In Transport         Passenger Car    Cloudy
## 798     Motor Vehicle In Transport                 Other     Clear
## 799     Motor Vehicle In Transport         Passenger Car     Clear
## 800     Motor Vehicle In Transport         Passenger Car     Clear
## 801     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 802                   Ran Off Road          Semi-Tractor     Clear
## 803     Motor Vehicle In Transport               Pick Up      Rain
## 804     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 805     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 806     Motor Vehicle In Transport                 Other    Cloudy
## 807     Motor Vehicle In Transport                 Other     Clear
## 808           Parked Motor Vehicle               Pick Up    Cloudy
## 809     Motor Vehicle In Transport         Passenger Car     Clear
## 810     Motor Vehicle In Transport                 Other     Clear
## 811                          Other         Passenger Car    Cloudy
## 812           Parked Motor Vehicle                 Other    Cloudy
## 813     Motor Vehicle In Transport         Passenger Car     Clear
## 814     Motor Vehicle In Transport         Passenger Car      Rain
## 815     Motor Vehicle In Transport                 Other     Clear
## 816                   Ran Off Road         Passenger Car     Clear
## 817     Motor Vehicle In Transport         Passenger Car     Clear
## 818     Motor Vehicle In Transport               Pick Up    Cloudy
## 819     Motor Vehicle In Transport                 Other    Cloudy
## 820                   Ran Off Road          Semi-Tractor     Clear
## 821                          Other Sport Utility Vehicle     Clear
## 822     Motor Vehicle In Transport                 Other     Clear
## 823     Motor Vehicle In Transport                 Other    Cloudy
## 824                          Other                 Other      Rain
## 825     Motor Vehicle In Transport         Passenger Car     Clear
## 826     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 827     Motor Vehicle In Transport               Pick Up     Clear
## 828     Motor Vehicle In Transport         Passenger Car     Clear
## 829     Motor Vehicle In Transport         Passenger Car    Cloudy
## 830                          Other         Passenger Car     Clear
## 831                   Ran Off Road         Passenger Car     Clear
## 832     Motor Vehicle In Transport         Passenger Car     Clear
## 833     Motor Vehicle In Transport         Passenger Car    Cloudy
## 834     Motor Vehicle In Transport               Pick Up     Clear
## 835     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 836     Motor Vehicle In Transport         Passenger Car    Cloudy
## 837     Motor Vehicle In Transport                 Other     Clear
## 838                   Ran Off Road         Passenger Car    Cloudy
## 839     Motor Vehicle In Transport               Pick Up     Clear
## 840     Motor Vehicle In Transport         Passenger Car     Clear
## 841                   Ran Off Road          Semi-Tractor      Rain
## 842     Motor Vehicle In Transport          Semi-Tractor     Clear
## 843     Motor Vehicle In Transport         Passenger Car    Cloudy
## 844                          Other               Pick Up      Rain
## 845                   Ran Off Road          Semi-Tractor    Cloudy
## 846     Motor Vehicle In Transport                 Other    Cloudy
## 847                   Ran Off Road         Passenger Car      Rain
## 848                          Other         Passenger Car     Clear
## 849     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 850     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 851     Motor Vehicle In Transport         Passenger Car      Rain
## 852     Motor Vehicle In Transport         Passenger Car    Cloudy
## 853     Motor Vehicle In Transport         Passenger Car     Clear
## 854     Motor Vehicle In Transport         Passenger Car     Clear
## 855                          Other               Pick Up    Cloudy
## 856     Motor Vehicle In Transport         Passenger Car     Clear
## 857     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 858     Motor Vehicle In Transport         Passenger Car     Clear
## 859     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 860                   Ran Off Road         Passenger Car     Clear
## 861     Motor Vehicle In Transport         Passenger Car     Clear
## 862     Motor Vehicle In Transport         Passenger Car     Clear
## 863     Motor Vehicle In Transport                 Other     Clear
## 864     Motor Vehicle In Transport         Passenger Car     Clear
## 865     Motor Vehicle In Transport         Passenger Car     Clear
## 866     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 867     Motor Vehicle In Transport         Passenger Car    Cloudy
## 868     Motor Vehicle In Transport         Passenger Car     Clear
## 869           Parked Motor Vehicle         Passenger Car    Cloudy
## 870                   Ran Off Road               Pick Up    Cloudy
## 871           Parked Motor Vehicle               Pick Up     Clear
## 872     Motor Vehicle In Transport         Passenger Car     Clear
## 873     Motor Vehicle In Transport         Passenger Car     Clear
## 874  Cross Centerline OD of Travel               Pick Up     Clear
## 875     Motor Vehicle In Transport         Passenger Car     Clear
## 876     Motor Vehicle In Transport         Passenger Car     Clear
## 877                   Ran Off Road          Semi-Tractor    Cloudy
## 878     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 879     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 880  Cross Centerline OD of Travel         Passenger Car     Clear
## 881     Motor Vehicle In Transport                 Other     Clear
## 882     Motor Vehicle In Transport         Passenger Car     Clear
## 883                          Other Sport Utility Vehicle     Clear
## 884                   Ran Off Road          Semi-Tractor     Clear
## 885     Motor Vehicle In Transport         Passenger Car    Cloudy
## 886     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 887                   Ran Off Road         Passenger Car      Rain
## 888     Motor Vehicle In Transport         Passenger Car     Clear
## 889     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 890     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 891     Motor Vehicle In Transport         Passenger Car      Rain
## 892     Motor Vehicle In Transport         Passenger Car    Cloudy
## 893     Motor Vehicle In Transport         Passenger Car     Clear
## 894     Motor Vehicle In Transport                 Other    Cloudy
## 895                   Ran Off Road         Passenger Car     Clear
## 896  Cross Centerline OD of Travel                 Other     Clear
## 897     Motor Vehicle In Transport         Passenger Car     Clear
## 898  Cross Centerline OD of Travel         Passenger Car     Clear
## 899     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 900     Motor Vehicle In Transport         Passenger Car     Clear
## 901     Motor Vehicle In Transport         Passenger Car     Clear
## 902     Motor Vehicle In Transport         Passenger Car    Cloudy
## 903     Motor Vehicle In Transport         Passenger Car     Clear
## 904                   Ran Off Road Sport Utility Vehicle    Cloudy
## 905     Motor Vehicle In Transport         Passenger Car      Rain
## 906                   Ran Off Road               Pick Up     Clear
## 907     Motor Vehicle In Transport         Passenger Car      Rain
## 908                   Ran Off Road Sport Utility Vehicle     Clear
## 909     Motor Vehicle In Transport         Passenger Car      Rain
## 910  Cross Centerline OD of Travel                 Other    Cloudy
## 911     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 912     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 913     Motor Vehicle In Transport         Passenger Car     Clear
## 914     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 915     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 916     Motor Vehicle In Transport         Passenger Car     Clear
## 917     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 918                          Other                 Other      Rain
## 919     Motor Vehicle In Transport                 Other     Clear
## 920     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 921     Motor Vehicle In Transport         Passenger Car    Cloudy
## 922     Motor Vehicle In Transport         Passenger Car      Rain
## 923     Motor Vehicle In Transport               Pick Up    Cloudy
## 924     Motor Vehicle In Transport         Passenger Car    Cloudy
## 925                   Ran Off Road          Semi-Tractor     Clear
## 926                          Other         Passenger Car     Clear
## 927     Motor Vehicle In Transport         Passenger Car     Clear
## 928           Parked Motor Vehicle          Semi-Tractor     Clear
## 929     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 930                          Other                 Other     Clear
## 931     Motor Vehicle In Transport         Passenger Car     Clear
## 932     Motor Vehicle In Transport               Pick Up    Cloudy
## 933  Cross Centerline OD of Travel                 Other    Cloudy
## 934     Motor Vehicle In Transport         Passenger Car    Cloudy
## 935     Motor Vehicle In Transport         Passenger Car     Clear
## 936     Motor Vehicle In Transport         Passenger Car    Cloudy
## 937     Motor Vehicle In Transport         Passenger Car    Cloudy
## 938           Parked Motor Vehicle                 Other    Cloudy
## 939     Motor Vehicle In Transport         Passenger Car    Cloudy
## 940     Motor Vehicle In Transport                 Other    Cloudy
## 941                          Other                 Other     Clear
## 942     Motor Vehicle In Transport         Passenger Car     Clear
## 943     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 944     Motor Vehicle In Transport                 Other     Clear
## 945     Motor Vehicle In Transport                 Other     Clear
## 946     Motor Vehicle In Transport         Passenger Car    Cloudy
## 947     Motor Vehicle In Transport               Pick Up    Cloudy
## 948     Motor Vehicle In Transport               Pick Up    Cloudy
## 949     Motor Vehicle In Transport         Passenger Car     Clear
## 950     Motor Vehicle In Transport Sport Utility Vehicle     Other
## 951  Cross Centerline OD of Travel         Passenger Car    Cloudy
## 952     Motor Vehicle In Transport         Passenger Car     Clear
## 953     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 954     Motor Vehicle In Transport         Passenger Car    Cloudy
## 955     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 956     Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 957     Motor Vehicle In Transport         Passenger Car    Cloudy
## 958     Motor Vehicle In Transport         Passenger Car     Clear
## 959     Motor Vehicle In Transport         Passenger Car    Cloudy
## 960                   Ran Off Road Sport Utility Vehicle     Clear
## 961                          Other          Semi-Tractor     Clear
## 962     Motor Vehicle In Transport         Passenger Car     Clear
## 963     Motor Vehicle In Transport               Pick Up    Cloudy
## 964     Motor Vehicle In Transport         Passenger Car     Clear
## 965     Motor Vehicle In Transport         Passenger Car      Rain
## 966     Motor Vehicle In Transport         Passenger Car      Snow
## 967     Motor Vehicle In Transport         Passenger Car      Snow
## 968     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 969                   Ran Off Road               Pick Up     Clear
## 970     Motor Vehicle In Transport         Passenger Car     Clear
## 971  Cross Centerline OD of Travel         Passenger Car      Rain
## 972     Motor Vehicle In Transport         Passenger Car    Cloudy
## 973                   Ran Off Road          Semi-Tractor    Cloudy
## 974     Motor Vehicle In Transport               Pick Up      Rain
## 975     Motor Vehicle In Transport                 Other    Cloudy
## 976                   Ran Off Road          Semi-Tractor     Clear
## 977                   Ran Off Road                 Other    Cloudy
## 978     Motor Vehicle In Transport         Passenger Car     Clear
## 979     Motor Vehicle In Transport         Passenger Car     Clear
## 980                          Other          Semi-Tractor    Cloudy
## 981                          Other                 Other      Snow
## 982     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 983     Motor Vehicle In Transport         Passenger Car    Cloudy
## 984     Motor Vehicle In Transport               Pick Up     Clear
## 985     Motor Vehicle In Transport Sport Utility Vehicle     Other
## 986     Motor Vehicle In Transport         Passenger Car     Clear
## 987           Parked Motor Vehicle Sport Utility Vehicle     Clear
## 988                          Other         Passenger Car     Clear
## 989                          Other         Passenger Car    Cloudy
## 990     Motor Vehicle In Transport          Semi-Tractor     Clear
## 991     Motor Vehicle In Transport                 Other    Cloudy
## 992     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 993                   Ran Off Road               Pick Up     Clear
## 994     Motor Vehicle In Transport                 Other     Clear
## 995     Motor Vehicle In Transport               Pick Up      Rain
## 996     Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 997     Motor Vehicle In Transport         Passenger Car     Clear
## 998     Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 999                          Other Sport Utility Vehicle     Clear
## 1000    Motor Vehicle In Transport         Passenger Car     Clear
## 1001    Motor Vehicle In Transport         Passenger Car     Clear
## 1002    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1003    Motor Vehicle In Transport         Passenger Car     Clear
## 1004    Motor Vehicle In Transport               Pick Up    Cloudy
## 1005    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1006                         Other         Passenger Car     Clear
## 1007                  Ran Off Road         Passenger Car     Clear
## 1008    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1009    Motor Vehicle In Transport                 Other     Clear
## 1010    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1011 Cross Centerline OD of Travel         Passenger Car      Snow
## 1012    Motor Vehicle In Transport         Passenger Car     Clear
## 1013    Motor Vehicle In Transport         Passenger Car     Clear
## 1014                  Ran Off Road Sport Utility Vehicle    Cloudy
## 1015    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1016    Motor Vehicle In Transport               Pick Up      Rain
## 1017                         Other         Passenger Car      Rain
## 1018    Motor Vehicle In Transport         Passenger Car      Rain
## 1019    Motor Vehicle In Transport         Passenger Car      Rain
## 1020                         Other Sport Utility Vehicle      Rain
## 1021                         Other Sport Utility Vehicle    Cloudy
## 1022    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1023                  Ran Off Road          Semi-Tractor      Snow
## 1024    Motor Vehicle In Transport          Semi-Tractor    Cloudy
## 1025    Motor Vehicle In Transport         Passenger Car      Rain
## 1026    Motor Vehicle In Transport                 Other    Cloudy
## 1027                  Ran Off Road         Passenger Car     Clear
## 1028    Motor Vehicle In Transport                 Other     Clear
## 1029    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1030    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1031    Motor Vehicle In Transport         Passenger Car     Clear
## 1032    Motor Vehicle In Transport                 Other      Snow
## 1033    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1034    Motor Vehicle In Transport         Passenger Car     Clear
## 1035    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1036    Motor Vehicle In Transport         Passenger Car     Clear
## 1037    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 1038                         Other Sport Utility Vehicle     Clear
## 1039    Motor Vehicle In Transport         Passenger Car     Clear
## 1040    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1041    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1042    Motor Vehicle In Transport         Passenger Car     Clear
## 1043    Motor Vehicle In Transport         Passenger Car     Clear
## 1044    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1045    Motor Vehicle In Transport         Passenger Car     Clear
## 1046    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1047    Motor Vehicle In Transport         Passenger Car     Clear
## 1048    Motor Vehicle In Transport                 Other     Clear
## 1049    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1050    Motor Vehicle In Transport                 Other    Cloudy
## 1051    Motor Vehicle In Transport               Pick Up    Cloudy
## 1052    Motor Vehicle In Transport         Passenger Car     Clear
## 1053                  Ran Off Road         Passenger Car     Clear
## 1054    Motor Vehicle In Transport         Passenger Car     Clear
## 1055    Motor Vehicle In Transport                 Other     Clear
## 1056    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1057    Motor Vehicle In Transport                 Other     Clear
## 1058    Motor Vehicle In Transport               Pick Up     Clear
## 1059                         Other               Pick Up    Cloudy
## 1060                  Ran Off Road Sport Utility Vehicle     Clear
## 1061    Motor Vehicle In Transport         Passenger Car     Clear
## 1062    Motor Vehicle In Transport         Passenger Car     Clear
## 1063    Motor Vehicle In Transport         Passenger Car      Rain
## 1064    Motor Vehicle In Transport                 Other    Cloudy
## 1065    Motor Vehicle In Transport               Pick Up     Clear
## 1066    Motor Vehicle In Transport         Passenger Car     Clear
## 1067                         Other         Passenger Car    Cloudy
## 1068    Motor Vehicle In Transport               Pick Up     Clear
## 1069    Motor Vehicle In Transport         Passenger Car     Clear
## 1070    Motor Vehicle In Transport         Passenger Car     Clear
## 1071    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1072    Motor Vehicle In Transport         Passenger Car     Clear
## 1073    Motor Vehicle In Transport                 Other     Clear
## 1074    Motor Vehicle In Transport         Passenger Car     Clear
## 1075          Parked Motor Vehicle                 Other     Clear
## 1076    Motor Vehicle In Transport         Passenger Car      Rain
## 1077    Motor Vehicle In Transport                 Other     Clear
## 1078    Motor Vehicle In Transport         Passenger Car     Clear
## 1079    Motor Vehicle In Transport         Passenger Car     Clear
## 1080    Motor Vehicle In Transport         Passenger Car     Clear
## 1081    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1082    Motor Vehicle In Transport         Passenger Car     Clear
## 1083                         Other         Passenger Car     Clear
## 1084    Motor Vehicle In Transport         Passenger Car     Clear
## 1085    Motor Vehicle In Transport         Passenger Car     Clear
## 1086                  Ran Off Road               Pick Up      Rain
## 1087                         Other         Passenger Car    Cloudy
## 1088    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1089    Motor Vehicle In Transport                 Other     Clear
## 1090    Motor Vehicle In Transport                 Other    Cloudy
## 1091    Motor Vehicle In Transport         Passenger Car     Clear
## 1092    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1093    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1094          Parked Motor Vehicle                 Other     Clear
## 1095    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1096    Motor Vehicle In Transport         Passenger Car      Rain
## 1097    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1098    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1099    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1100    Motor Vehicle In Transport               Pick Up     Clear
## 1101    Motor Vehicle In Transport                 Other     Clear
## 1102    Motor Vehicle In Transport         Passenger Car     Clear
## 1103    Motor Vehicle In Transport         Passenger Car     Other
## 1104                         Other               Pick Up     Clear
## 1105                  Ran Off Road         Passenger Car     Clear
## 1106    Motor Vehicle In Transport         Passenger Car     Clear
## 1107    Motor Vehicle In Transport         Passenger Car     Clear
## 1108    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1109    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1110    Motor Vehicle In Transport         Passenger Car     Clear
## 1111    Motor Vehicle In Transport         Passenger Car     Clear
## 1112    Motor Vehicle In Transport         Passenger Car     Clear
## 1113 Cross Centerline OD of Travel         Passenger Car     Clear
## 1114          Parked Motor Vehicle         Passenger Car    Cloudy
## 1115                         Other          Semi-Tractor     Clear
## 1116          Parked Motor Vehicle         Passenger Car     Clear
## 1117    Motor Vehicle In Transport         Passenger Car     Clear
## 1118    Motor Vehicle In Transport         Passenger Car     Clear
## 1119    Motor Vehicle In Transport         Passenger Car     Clear
## 1120    Motor Vehicle In Transport         Passenger Car     Clear
## 1121                         Other                 Other     Clear
## 1122    Motor Vehicle In Transport         Passenger Car     Clear
## 1123    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1124    Motor Vehicle In Transport         Passenger Car     Clear
## 1125    Motor Vehicle In Transport         Passenger Car     Clear
## 1126    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1127    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1128                  Ran Off Road         Passenger Car    Cloudy
## 1129    Motor Vehicle In Transport         Passenger Car     Clear
## 1130    Motor Vehicle In Transport                 Other     Clear
## 1131    Motor Vehicle In Transport         Passenger Car     Clear
## 1132                         Other          Semi-Tractor     Clear
## 1133    Motor Vehicle In Transport         Passenger Car     Clear
## 1134    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1135 Cross Centerline OD of Travel         Passenger Car     Clear
## 1136    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1137    Motor Vehicle In Transport         Passenger Car     Clear
## 1138    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1139                         Other         Passenger Car     Clear
## 1140    Motor Vehicle In Transport         Passenger Car     Clear
## 1141                         Other                 Other     Clear
## 1142    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1143    Motor Vehicle In Transport         Passenger Car     Clear
## 1144    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1145    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1146    Motor Vehicle In Transport         Passenger Car     Clear
## 1147    Motor Vehicle In Transport         Passenger Car     Clear
## 1148    Motor Vehicle In Transport               Pick Up     Clear
## 1149    Motor Vehicle In Transport         Passenger Car     Clear
## 1150    Motor Vehicle In Transport                 Other     Clear
## 1151    Motor Vehicle In Transport         Passenger Car     Clear
## 1152    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1153    Motor Vehicle In Transport                 Other     Clear
## 1154    Motor Vehicle In Transport         Passenger Car     Clear
## 1155    Motor Vehicle In Transport         Passenger Car     Clear
## 1156                         Other                 Other     Clear
## 1157    Motor Vehicle In Transport         Passenger Car     Clear
## 1158                         Other         Passenger Car    Cloudy
## 1159    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1160    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1161    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1162    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1163    Motor Vehicle In Transport         Passenger Car     Clear
## 1164                         Other                 Other      Rain
## 1165                  Ran Off Road               Pick Up      Snow
## 1166    Motor Vehicle In Transport         Passenger Car      Rain
## 1167    Motor Vehicle In Transport         Passenger Car      Rain
## 1168    Motor Vehicle In Transport               Pick Up     Clear
## 1169    Motor Vehicle In Transport         Passenger Car     Clear
## 1170    Motor Vehicle In Transport               Pick Up     Clear
## 1171    Motor Vehicle In Transport         Passenger Car     Clear
## 1172    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1173                  Ran Off Road         Passenger Car     Clear
## 1174    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1175    Motor Vehicle In Transport               Pick Up     Clear
## 1176    Motor Vehicle In Transport         Passenger Car     Clear
## 1177                  Ran Off Road          Semi-Tractor     Clear
## 1178    Motor Vehicle In Transport         Passenger Car     Clear
## 1179    Motor Vehicle In Transport         Passenger Car     Clear
## 1180    Motor Vehicle In Transport                 Other     Other
## 1181                         Other          Semi-Tractor     Clear
## 1182    Motor Vehicle In Transport         Passenger Car     Clear
## 1183    Motor Vehicle In Transport                 Other     Clear
## 1184    Motor Vehicle In Transport         Passenger Car     Clear
## 1185                  Ran Off Road         Passenger Car     Clear
## 1186    Motor Vehicle In Transport                 Other     Clear
## 1187    Motor Vehicle In Transport         Passenger Car      Rain
## 1188    Motor Vehicle In Transport         Passenger Car      Rain
## 1189    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1190    Motor Vehicle In Transport         Passenger Car     Clear
## 1191    Motor Vehicle In Transport         Passenger Car     Clear
## 1192    Motor Vehicle In Transport         Passenger Car     Clear
## 1193    Motor Vehicle In Transport         Passenger Car     Clear
## 1194    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1195    Motor Vehicle In Transport         Passenger Car     Clear
## 1196    Motor Vehicle In Transport         Passenger Car     Clear
## 1197    Motor Vehicle In Transport         Passenger Car     Clear
## 1198    Motor Vehicle In Transport         Passenger Car     Clear
## 1199    Motor Vehicle In Transport         Passenger Car     Clear
## 1200                         Other         Passenger Car     Clear
## 1201    Motor Vehicle In Transport         Passenger Car     Clear
## 1202    Motor Vehicle In Transport         Passenger Car     Clear
## 1203    Motor Vehicle In Transport         Passenger Car     Clear
## 1204    Motor Vehicle In Transport                 Other     Clear
## 1205    Motor Vehicle In Transport         Passenger Car     Clear
## 1206    Motor Vehicle In Transport         Passenger Car     Clear
## 1207    Motor Vehicle In Transport                 Other    Cloudy
## 1208    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1209    Motor Vehicle In Transport               Pick Up     Clear
## 1210          Parked Motor Vehicle         Passenger Car     Clear
## 1211    Motor Vehicle In Transport         Passenger Car     Clear
## 1212    Motor Vehicle In Transport               Pick Up     Clear
## 1213                         Other               Pick Up     Clear
## 1214    Motor Vehicle In Transport         Passenger Car     Clear
## 1215                  Ran Off Road         Passenger Car     Clear
## 1216    Motor Vehicle In Transport         Passenger Car     Clear
## 1217 Cross Centerline OD of Travel         Passenger Car     Clear
## 1218    Motor Vehicle In Transport               Pick Up    Cloudy
## 1219    Motor Vehicle In Transport                 Other      Rain
## 1220    Motor Vehicle In Transport         Passenger Car     Clear
## 1221    Motor Vehicle In Transport         Passenger Car     Clear
## 1222    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1223    Motor Vehicle In Transport         Passenger Car     Clear
## 1224    Motor Vehicle In Transport         Passenger Car     Clear
## 1225    Motor Vehicle In Transport         Passenger Car     Clear
## 1226    Motor Vehicle In Transport         Passenger Car      Rain
## 1227    Motor Vehicle In Transport               Pick Up    Cloudy
## 1228 Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 1229          Parked Motor Vehicle               Pick Up      Rain
## 1230    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1231    Motor Vehicle In Transport         Passenger Car      Rain
## 1232    Motor Vehicle In Transport         Passenger Car     Clear
## 1233    Motor Vehicle In Transport         Passenger Car     Clear
## 1234    Motor Vehicle In Transport         Passenger Car     Clear
## 1235    Motor Vehicle In Transport         Passenger Car     Clear
## 1236    Motor Vehicle In Transport                 Other     Clear
## 1237    Motor Vehicle In Transport         Passenger Car     Clear
## 1238                         Other                 Other     Clear
## 1239    Motor Vehicle In Transport               Pick Up     Clear
## 1240    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1241    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1242    Motor Vehicle In Transport               Pick Up      Rain
## 1243    Motor Vehicle In Transport         Passenger Car     Clear
## 1244    Motor Vehicle In Transport         Passenger Car     Clear
## 1245 Cross Centerline OD of Travel         Passenger Car     Clear
## 1246    Motor Vehicle In Transport         Passenger Car     Clear
## 1247                         Other          Semi-Tractor     Clear
## 1248    Motor Vehicle In Transport         Passenger Car      Rain
## 1249          Parked Motor Vehicle Sport Utility Vehicle     Clear
## 1250    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1251    Motor Vehicle In Transport         Passenger Car     Clear
## 1252          Parked Motor Vehicle         Passenger Car     Clear
## 1253                  Ran Off Road Sport Utility Vehicle     Clear
## 1254    Motor Vehicle In Transport         Passenger Car     Clear
## 1255    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1256    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1257    Motor Vehicle In Transport         Passenger Car      Rain
## 1258    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1259    Motor Vehicle In Transport         Passenger Car      Rain
## 1260    Motor Vehicle In Transport         Passenger Car     Clear
## 1261    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1262    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1263    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1264    Motor Vehicle In Transport         Passenger Car      Rain
## 1265    Motor Vehicle In Transport               Pick Up     Clear
## 1266    Motor Vehicle In Transport                 Other     Clear
## 1267                  Ran Off Road          Semi-Tractor     Clear
## 1268    Motor Vehicle In Transport         Passenger Car     Clear
## 1269    Motor Vehicle In Transport         Passenger Car     Clear
## 1270    Motor Vehicle In Transport         Passenger Car     Clear
## 1271    Motor Vehicle In Transport         Passenger Car     Clear
## 1272    Motor Vehicle In Transport         Passenger Car     Clear
## 1273    Motor Vehicle In Transport         Passenger Car     Clear
## 1274          Parked Motor Vehicle               Pick Up    Cloudy
## 1275    Motor Vehicle In Transport         Passenger Car     Clear
## 1276    Motor Vehicle In Transport         Passenger Car      Rain
## 1277    Motor Vehicle In Transport         Passenger Car     Clear
## 1278    Motor Vehicle In Transport         Passenger Car     Clear
## 1279    Motor Vehicle In Transport                 Other     Clear
## 1280    Motor Vehicle In Transport         Passenger Car      Rain
## 1281    Motor Vehicle In Transport                 Other    Cloudy
## 1282    Motor Vehicle In Transport         Passenger Car      Rain
## 1283    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1284    Motor Vehicle In Transport         Passenger Car     Clear
## 1285    Motor Vehicle In Transport               Pick Up    Cloudy
## 1286    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1287    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1288    Motor Vehicle In Transport                 Other     Clear
## 1289          Parked Motor Vehicle         Passenger Car     Clear
## 1290    Motor Vehicle In Transport         Passenger Car      Rain
## 1291                  Ran Off Road          Semi-Tractor    Cloudy
## 1292    Motor Vehicle In Transport         Passenger Car     Clear
## 1293                  Ran Off Road          Semi-Tractor     Clear
## 1294    Motor Vehicle In Transport                 Other      Snow
## 1295    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1296    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1297    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1298    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1299    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1300    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1301          Parked Motor Vehicle                 Other     Clear
## 1302    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1303          Parked Motor Vehicle          Semi-Tractor     Other
## 1304    Motor Vehicle In Transport         Passenger Car     Clear
## 1305    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1306    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1307    Motor Vehicle In Transport               Pick Up    Cloudy
## 1308    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1309    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1310    Motor Vehicle In Transport         Passenger Car     Clear
## 1311    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1312                         Other          Semi-Tractor     Clear
## 1313                  Ran Off Road Sport Utility Vehicle     Clear
## 1314    Motor Vehicle In Transport         Passenger Car     Clear
## 1315    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1316                  Ran Off Road         Passenger Car     Clear
## 1317 Cross Centerline OD of Travel                 Other      Snow
## 1318    Motor Vehicle In Transport         Passenger Car     Clear
## 1319                  Ran Off Road          Semi-Tractor    Cloudy
## 1320                  Ran Off Road         Passenger Car      Rain
## 1321    Motor Vehicle In Transport         Passenger Car     Other
## 1322    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1323    Motor Vehicle In Transport         Passenger Car     Clear
## 1324 Cross Centerline OD of Travel               Pick Up      Snow
## 1325    Motor Vehicle In Transport                 Other    Cloudy
## 1326 Cross Centerline OD of Travel          Semi-Tractor     Clear
## 1327    Motor Vehicle In Transport                 Other    Cloudy
## 1328    Motor Vehicle In Transport                 Other     Clear
## 1329                  Ran Off Road Sport Utility Vehicle      Rain
## 1330    Motor Vehicle In Transport         Passenger Car     Clear
## 1331    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1332                  Ran Off Road          Semi-Tractor    Cloudy
## 1333    Motor Vehicle In Transport         Passenger Car     Clear
## 1334          Parked Motor Vehicle          Semi-Tractor    Cloudy
## 1335    Motor Vehicle In Transport         Passenger Car     Clear
## 1336                         Other                 Other     Clear
## 1337                  Ran Off Road         Passenger Car     Clear
## 1338    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1339                  Ran Off Road          Semi-Tractor      Rain
## 1340                         Other          Semi-Tractor      Rain
## 1341    Motor Vehicle In Transport                 Other      Rain
## 1342    Motor Vehicle In Transport         Passenger Car      Rain
## 1343    Motor Vehicle In Transport          Semi-Tractor     Clear
## 1344                         Other         Passenger Car     Clear
## 1345    Motor Vehicle In Transport                 Other    Cloudy
## 1346                  Ran Off Road               Pick Up     Clear
## 1347    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1348 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 1349    Motor Vehicle In Transport         Passenger Car     Clear
## 1350                  Ran Off Road                 Other    Cloudy
## 1351                  Ran Off Road          Semi-Tractor    Cloudy
## 1352                  Ran Off Road          Semi-Tractor      Rain
## 1353                         Other          Semi-Tractor     Clear
## 1354    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1355 Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 1356 Cross Centerline OD of Travel         Passenger Car     Clear
## 1357    Motor Vehicle In Transport         Passenger Car     Clear
## 1358                  Ran Off Road         Passenger Car     Clear
## 1359                  Ran Off Road          Semi-Tractor     Clear
## 1360    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1361    Motor Vehicle In Transport                 Other     Clear
## 1362    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1363                  Ran Off Road         Passenger Car     Clear
## 1364    Motor Vehicle In Transport         Passenger Car     Clear
## 1365    Motor Vehicle In Transport          Semi-Tractor    Cloudy
## 1366    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1367                         Other         Passenger Car     Clear
## 1368 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 1369    Motor Vehicle In Transport                 Other     Clear
## 1370    Motor Vehicle In Transport         Passenger Car     Clear
## 1371    Motor Vehicle In Transport         Passenger Car     Clear
## 1372                  Ran Off Road               Pick Up     Clear
## 1373    Motor Vehicle In Transport                 Other     Clear
## 1374    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1375 Cross Centerline OD of Travel                 Other     Clear
## 1376                  Ran Off Road               Pick Up     Clear
## 1377                         Other         Passenger Car     Clear
## 1378    Motor Vehicle In Transport                 Other      Rain
## 1379    Motor Vehicle In Transport         Passenger Car     Clear
## 1380                  Ran Off Road                 Other     Clear
## 1381 Cross Centerline OD of Travel                 Other     Clear
## 1382    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1383    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1384    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1385 Cross Centerline OD of Travel         Passenger Car     Clear
## 1386    Motor Vehicle In Transport               Pick Up     Clear
## 1387    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1388    Motor Vehicle In Transport                 Other     Clear
## 1389    Motor Vehicle In Transport         Passenger Car     Clear
## 1390                  Ran Off Road Sport Utility Vehicle      Rain
## 1391    Motor Vehicle In Transport          Semi-Tractor    Cloudy
## 1392 Cross Centerline OD of Travel Sport Utility Vehicle    Cloudy
## 1393    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1394    Motor Vehicle In Transport               Pick Up    Cloudy
## 1395                  Ran Off Road          Semi-Tractor    Cloudy
## 1396                  Ran Off Road          Semi-Tractor     Clear
## 1397    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1398                  Ran Off Road          Semi-Tractor    Cloudy
## 1399    Motor Vehicle In Transport               Pick Up    Cloudy
## 1400    Motor Vehicle In Transport         Passenger Car     Clear
## 1401    Motor Vehicle In Transport         Passenger Car     Clear
## 1402    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1403 Cross Centerline OD of Travel         Passenger Car     Clear
## 1404    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1405    Motor Vehicle In Transport         Passenger Car     Clear
## 1406                  Ran Off Road          Semi-Tractor     Clear
## 1407    Motor Vehicle In Transport         Passenger Car     Clear
## 1408                         Other               Pick Up     Clear
## 1409    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1410                  Ran Off Road                 Other      Rain
## 1411    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1412    Motor Vehicle In Transport                 Other     Clear
## 1413    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1414                  Ran Off Road         Passenger Car    Cloudy
## 1415    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1416                  Ran Off Road         Passenger Car     Clear
## 1417    Motor Vehicle In Transport         Passenger Car     Clear
## 1418    Motor Vehicle In Transport               Pick Up    Cloudy
## 1419                  Ran Off Road               Pick Up     Clear
## 1420    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1421                  Ran Off Road               Pick Up    Cloudy
## 1422    Motor Vehicle In Transport         Passenger Car     Clear
## 1423    Motor Vehicle In Transport         Passenger Car      Rain
## 1424    Motor Vehicle In Transport         Passenger Car     Clear
## 1425    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1426    Motor Vehicle In Transport         Passenger Car     Clear
## 1427    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1428    Motor Vehicle In Transport         Passenger Car     Clear
## 1429    Motor Vehicle In Transport         Passenger Car     Clear
## 1430    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1431    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1432    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1433    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1434                         Other                 Other     Clear
## 1435                  Ran Off Road         Passenger Car      Rain
## 1436    Motor Vehicle In Transport         Passenger Car     Clear
## 1437    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1438    Motor Vehicle In Transport               Pick Up     Clear
## 1439                  Ran Off Road               Pick Up     Clear
## 1440    Motor Vehicle In Transport         Passenger Car     Clear
## 1441    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1442                  Ran Off Road         Passenger Car     Clear
## 1443    Motor Vehicle In Transport                 Other     Clear
## 1444    Motor Vehicle In Transport                 Other     Clear
## 1445    Motor Vehicle In Transport         Passenger Car     Clear
## 1446                  Ran Off Road         Passenger Car    Cloudy
## 1447                         Other                 Other    Cloudy
## 1448    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1449    Motor Vehicle In Transport         Passenger Car     Clear
## 1450    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1451    Motor Vehicle In Transport               Pick Up     Clear
## 1452                         Other                 Other    Cloudy
## 1453    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1454                  Ran Off Road                 Other     Clear
## 1455    Motor Vehicle In Transport                 Other     Clear
## 1456    Motor Vehicle In Transport                 Other    Cloudy
## 1457    Motor Vehicle In Transport                 Other     Clear
## 1458                         Other                 Other     Clear
## 1459    Motor Vehicle In Transport                 Other     Clear
## 1460    Motor Vehicle In Transport               Pick Up    Cloudy
## 1461    Motor Vehicle In Transport         Passenger Car      Rain
## 1462    Motor Vehicle In Transport         Passenger Car     Clear
## 1463    Motor Vehicle In Transport         Passenger Car     Clear
## 1464 Cross Centerline OD of Travel          Semi-Tractor      Rain
## 1465    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1466    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1467    Motor Vehicle In Transport         Passenger Car     Clear
## 1468          Parked Motor Vehicle         Passenger Car     Clear
## 1469    Motor Vehicle In Transport                 Other      Snow
## 1470                         Other Sport Utility Vehicle    Cloudy
## 1471    Motor Vehicle In Transport         Passenger Car      Snow
## 1472 Cross Centerline OD of Travel         Passenger Car     Clear
## 1473    Motor Vehicle In Transport         Passenger Car      Snow
## 1474    Motor Vehicle In Transport         Passenger Car     Clear
## 1475    Motor Vehicle In Transport         Passenger Car      Rain
## 1476    Motor Vehicle In Transport               Pick Up     Clear
## 1477    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1478    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1479                  Ran Off Road         Passenger Car      Rain
## 1480    Motor Vehicle In Transport         Passenger Car     Clear
## 1481    Motor Vehicle In Transport                 Other     Clear
## 1482    Motor Vehicle In Transport         Passenger Car     Clear
## 1483          Parked Motor Vehicle                 Other     Clear
## 1484    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1485    Motor Vehicle In Transport         Passenger Car      Rain
## 1486    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1487                         Other         Passenger Car     Other
## 1488    Motor Vehicle In Transport         Passenger Car      Rain
## 1489                  Ran Off Road         Passenger Car    Cloudy
## 1490    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 1491                         Other Sport Utility Vehicle      Rain
## 1492    Motor Vehicle In Transport               Pick Up     Clear
## 1493    Motor Vehicle In Transport               Pick Up     Clear
## 1494                         Other               Pick Up    Cloudy
## 1495    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1496    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1497    Motor Vehicle In Transport         Passenger Car      Rain
## 1498    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1499    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1500    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1501    Motor Vehicle In Transport               Pick Up     Clear
## 1502    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1503    Motor Vehicle In Transport         Passenger Car      Rain
## 1504                  Ran Off Road         Passenger Car     Clear
## 1505    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1506    Motor Vehicle In Transport                 Other      Snow
## 1507    Motor Vehicle In Transport                 Other     Clear
## 1508    Motor Vehicle In Transport         Passenger Car     Clear
## 1509    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1510    Motor Vehicle In Transport         Passenger Car     Clear
## 1511    Motor Vehicle In Transport         Passenger Car      Rain
## 1512    Motor Vehicle In Transport         Passenger Car      Rain
## 1513    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1514    Motor Vehicle In Transport         Passenger Car     Clear
## 1515    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1516    Motor Vehicle In Transport                 Other      Snow
## 1517    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1518    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1519    Motor Vehicle In Transport         Passenger Car     Clear
## 1520                         Other         Passenger Car     Clear
## 1521    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1522    Motor Vehicle In Transport         Passenger Car     Clear
## 1523    Motor Vehicle In Transport         Passenger Car      Rain
## 1524    Motor Vehicle In Transport         Passenger Car     Clear
## 1525    Motor Vehicle In Transport         Passenger Car     Clear
## 1526    Motor Vehicle In Transport         Passenger Car     Clear
## 1527    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 1528    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1529    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1530    Motor Vehicle In Transport         Passenger Car      Rain
## 1531    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1532    Motor Vehicle In Transport                 Other      Rain
## 1533                  Ran Off Road               Pick Up    Cloudy
## 1534                  Ran Off Road          Semi-Tractor    Cloudy
## 1535                         Other               Pick Up     Clear
## 1536    Motor Vehicle In Transport         Passenger Car      Rain
## 1537    Motor Vehicle In Transport         Passenger Car     Clear
## 1538    Motor Vehicle In Transport         Passenger Car     Clear
## 1539                         Other         Passenger Car    Cloudy
## 1540    Motor Vehicle In Transport               Pick Up     Clear
## 1541    Motor Vehicle In Transport                 Other     Clear
## 1542    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1543                         Other         Passenger Car    Cloudy
## 1544    Motor Vehicle In Transport         Passenger Car     Clear
## 1545    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1546    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1547    Motor Vehicle In Transport         Passenger Car     Clear
## 1548                  Ran Off Road          Semi-Tractor    Cloudy
## 1549    Motor Vehicle In Transport         Passenger Car     Clear
## 1550    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1551    Motor Vehicle In Transport                 Other     Clear
## 1552    Motor Vehicle In Transport         Passenger Car     Clear
## 1553    Motor Vehicle In Transport                 Other    Cloudy
## 1554    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1555    Motor Vehicle In Transport               Pick Up     Clear
## 1556    Motor Vehicle In Transport         Passenger Car     Clear
## 1557    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1558    Motor Vehicle In Transport         Passenger Car     Clear
## 1559    Motor Vehicle In Transport                 Other     Clear
## 1560    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1561    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1562    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1563    Motor Vehicle In Transport         Passenger Car     Clear
## 1564    Motor Vehicle In Transport                 Other     Clear
## 1565    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1566    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1567    Motor Vehicle In Transport         Passenger Car     Clear
## 1568 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 1569                  Ran Off Road Sport Utility Vehicle      Rain
## 1570    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1571    Motor Vehicle In Transport                 Other      Rain
## 1572    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1573                         Other         Passenger Car    Cloudy
## 1574    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1575    Motor Vehicle In Transport         Passenger Car     Clear
## 1576    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1577    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1578    Motor Vehicle In Transport               Pick Up     Clear
## 1579    Motor Vehicle In Transport         Passenger Car     Clear
## 1580    Motor Vehicle In Transport         Passenger Car     Other
## 1581    Motor Vehicle In Transport         Passenger Car     Clear
## 1582 Cross Centerline OD of Travel                 Other     Clear
## 1583    Motor Vehicle In Transport                 Other     Clear
## 1584    Motor Vehicle In Transport         Passenger Car     Clear
## 1585    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1586    Motor Vehicle In Transport         Passenger Car     Clear
## 1587                  Ran Off Road                 Other     Clear
## 1588    Motor Vehicle In Transport         Passenger Car     Clear
## 1589    Motor Vehicle In Transport         Passenger Car     Clear
## 1590    Motor Vehicle In Transport         Passenger Car     Clear
## 1591    Motor Vehicle In Transport         Passenger Car     Clear
## 1592                         Other         Passenger Car    Cloudy
## 1593    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1594    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1595    Motor Vehicle In Transport         Passenger Car     Clear
## 1596    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1597    Motor Vehicle In Transport         Passenger Car     Clear
## 1598    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1599    Motor Vehicle In Transport         Passenger Car     Clear
## 1600                         Other Sport Utility Vehicle     Clear
## 1601                  Ran Off Road         Passenger Car     Clear
## 1602    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1603    Motor Vehicle In Transport         Passenger Car     Clear
## 1604    Motor Vehicle In Transport               Pick Up     Clear
## 1605    Motor Vehicle In Transport         Passenger Car     Clear
## 1606          Parked Motor Vehicle         Passenger Car     Clear
## 1607    Motor Vehicle In Transport         Passenger Car     Clear
## 1608    Motor Vehicle In Transport         Passenger Car     Clear
## 1609    Motor Vehicle In Transport         Passenger Car     Clear
## 1610    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1611    Motor Vehicle In Transport               Pick Up     Clear
## 1612          Parked Motor Vehicle         Passenger Car     Clear
## 1613    Motor Vehicle In Transport         Passenger Car     Clear
## 1614    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1615    Motor Vehicle In Transport               Pick Up     Clear
## 1616    Motor Vehicle In Transport         Passenger Car     Clear
## 1617    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1618    Motor Vehicle In Transport                 Other    Cloudy
## 1619          Parked Motor Vehicle         Passenger Car     Clear
## 1620    Motor Vehicle In Transport         Passenger Car     Clear
## 1621    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1622    Motor Vehicle In Transport               Pick Up     Clear
## 1623    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1624    Motor Vehicle In Transport                 Other     Clear
## 1625    Motor Vehicle In Transport                 Other     Clear
## 1626    Motor Vehicle In Transport         Passenger Car     Clear
## 1627    Motor Vehicle In Transport         Passenger Car     Clear
## 1628    Motor Vehicle In Transport         Passenger Car     Clear
## 1629    Motor Vehicle In Transport               Pick Up     Clear
## 1630    Motor Vehicle In Transport         Passenger Car     Clear
## 1631    Motor Vehicle In Transport         Passenger Car     Clear
## 1632    Motor Vehicle In Transport         Passenger Car     Clear
## 1633    Motor Vehicle In Transport         Passenger Car     Clear
## 1634    Motor Vehicle In Transport         Passenger Car     Clear
## 1635    Motor Vehicle In Transport         Passenger Car     Clear
## 1636    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1637    Motor Vehicle In Transport         Passenger Car     Clear
## 1638    Motor Vehicle In Transport         Passenger Car     Clear
## 1639    Motor Vehicle In Transport                 Other     Clear
## 1640    Motor Vehicle In Transport         Passenger Car     Clear
## 1641    Motor Vehicle In Transport         Passenger Car     Clear
## 1642    Motor Vehicle In Transport         Passenger Car     Clear
## 1643    Motor Vehicle In Transport         Passenger Car     Clear
## 1644    Motor Vehicle In Transport                 Other     Clear
## 1645                  Ran Off Road Sport Utility Vehicle    Cloudy
## 1646    Motor Vehicle In Transport Sport Utility Vehicle     Other
## 1647    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1648    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1649    Motor Vehicle In Transport         Passenger Car     Clear
## 1650    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1651    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1652    Motor Vehicle In Transport         Passenger Car     Clear
## 1653    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1654    Motor Vehicle In Transport         Passenger Car     Clear
## 1655    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1656    Motor Vehicle In Transport         Passenger Car     Clear
## 1657    Motor Vehicle In Transport               Pick Up      Rain
## 1658    Motor Vehicle In Transport                 Other     Clear
## 1659                  Ran Off Road         Passenger Car     Clear
## 1660    Motor Vehicle In Transport          Semi-Tractor     Clear
## 1661    Motor Vehicle In Transport         Passenger Car     Clear
## 1662    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1663    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1664    Motor Vehicle In Transport                 Other     Clear
## 1665                  Ran Off Road         Passenger Car     Clear
## 1666    Motor Vehicle In Transport         Passenger Car     Clear
## 1667    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1668                         Other Sport Utility Vehicle     Clear
## 1669    Motor Vehicle In Transport                 Other     Clear
## 1670    Motor Vehicle In Transport         Passenger Car     Clear
## 1671                         Other                 Other     Clear
## 1672    Motor Vehicle In Transport         Passenger Car     Clear
## 1673    Motor Vehicle In Transport          Semi-Tractor     Clear
## 1674    Motor Vehicle In Transport               Pick Up     Clear
## 1675                         Other         Passenger Car     Clear
## 1676          Parked Motor Vehicle               Pick Up    Cloudy
## 1677    Motor Vehicle In Transport                 Other     Clear
## 1678    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1679    Motor Vehicle In Transport         Passenger Car     Clear
## 1680    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1681    Motor Vehicle In Transport         Passenger Car     Clear
## 1682    Motor Vehicle In Transport         Passenger Car     Clear
## 1683    Motor Vehicle In Transport         Passenger Car     Clear
## 1684    Motor Vehicle In Transport         Passenger Car     Clear
## 1685    Motor Vehicle In Transport         Passenger Car     Clear
## 1686    Motor Vehicle In Transport         Passenger Car     Clear
## 1687                         Other Sport Utility Vehicle     Clear
## 1688    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1689    Motor Vehicle In Transport         Passenger Car      Rain
## 1690    Motor Vehicle In Transport         Passenger Car     Clear
## 1691                         Other         Passenger Car     Clear
## 1692    Motor Vehicle In Transport         Passenger Car     Clear
## 1693    Motor Vehicle In Transport         Passenger Car     Clear
## 1694    Motor Vehicle In Transport          Semi-Tractor      Rain
## 1695                         Other         Passenger Car     Clear
## 1696    Motor Vehicle In Transport                 Other     Clear
## 1697    Motor Vehicle In Transport         Passenger Car     Clear
## 1698                         Other                 Other     Clear
## 1699                         Other         Passenger Car     Clear
## 1700    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1701    Motor Vehicle In Transport         Passenger Car     Clear
## 1702    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1703    Motor Vehicle In Transport                 Other     Clear
## 1704    Motor Vehicle In Transport         Passenger Car     Clear
## 1705    Motor Vehicle In Transport         Passenger Car     Clear
## 1706                         Other         Passenger Car     Clear
## 1707    Motor Vehicle In Transport         Passenger Car     Clear
## 1708                  Ran Off Road         Passenger Car     Clear
## 1709    Motor Vehicle In Transport         Passenger Car     Clear
## 1710    Motor Vehicle In Transport         Passenger Car     Clear
## 1711    Motor Vehicle In Transport                 Other     Clear
## 1712                         Other                 Other     Clear
## 1713                         Other         Passenger Car     Clear
## 1714    Motor Vehicle In Transport         Passenger Car     Clear
## 1715    Motor Vehicle In Transport         Passenger Car      Rain
## 1716 Cross Centerline OD of Travel         Passenger Car     Clear
## 1717    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1718    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1719    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1720    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1721    Motor Vehicle In Transport         Passenger Car     Clear
## 1722                         Other          Semi-Tractor     Clear
## 1723    Motor Vehicle In Transport                 Other     Clear
## 1724    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1725    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1726    Motor Vehicle In Transport         Passenger Car     Clear
## 1727    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1728    Motor Vehicle In Transport               Pick Up     Clear
## 1729          Parked Motor Vehicle Sport Utility Vehicle     Clear
## 1730                         Other         Passenger Car     Clear
## 1731    Motor Vehicle In Transport         Passenger Car     Clear
## 1732    Motor Vehicle In Transport         Passenger Car     Clear
## 1733    Motor Vehicle In Transport         Passenger Car     Clear
## 1734    Motor Vehicle In Transport         Passenger Car      Rain
## 1735 Cross Centerline OD of Travel         Passenger Car     Clear
## 1736    Motor Vehicle In Transport         Passenger Car     Clear
## 1737    Motor Vehicle In Transport          Semi-Tractor     Clear
## 1738    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1739    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1740    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1741    Motor Vehicle In Transport               Pick Up     Clear
## 1742    Motor Vehicle In Transport         Passenger Car     Clear
## 1743    Motor Vehicle In Transport         Passenger Car     Clear
## 1744                  Ran Off Road Sport Utility Vehicle     Clear
## 1745    Motor Vehicle In Transport               Pick Up    Cloudy
## 1746    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1747    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1748    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1749    Motor Vehicle In Transport         Passenger Car     Clear
## 1750    Motor Vehicle In Transport               Pick Up      Rain
## 1751                  Ran Off Road               Pick Up     Clear
## 1752    Motor Vehicle In Transport         Passenger Car     Clear
## 1753    Motor Vehicle In Transport         Passenger Car     Clear
## 1754    Motor Vehicle In Transport               Pick Up     Other
## 1755    Motor Vehicle In Transport         Passenger Car     Clear
## 1756    Motor Vehicle In Transport         Passenger Car     Clear
## 1757    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1758    Motor Vehicle In Transport         Passenger Car     Clear
## 1759    Motor Vehicle In Transport         Passenger Car     Clear
## 1760    Motor Vehicle In Transport         Passenger Car      Rain
## 1761                  Ran Off Road         Passenger Car     Clear
## 1762    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1763    Motor Vehicle In Transport         Passenger Car     Clear
## 1764          Parked Motor Vehicle               Pick Up     Clear
## 1765    Motor Vehicle In Transport         Passenger Car     Clear
## 1766    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1767    Motor Vehicle In Transport         Passenger Car     Clear
## 1768    Motor Vehicle In Transport         Passenger Car     Clear
## 1769    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1770    Motor Vehicle In Transport         Passenger Car     Clear
## 1771    Motor Vehicle In Transport         Passenger Car     Clear
## 1772                         Other          Semi-Tractor     Clear
## 1773    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1774    Motor Vehicle In Transport         Passenger Car     Clear
## 1775    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1776    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1777    Motor Vehicle In Transport         Passenger Car     Clear
## 1778    Motor Vehicle In Transport               Pick Up    Cloudy
## 1779    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1780                         Other         Passenger Car     Clear
## 1781    Motor Vehicle In Transport         Passenger Car      Rain
## 1782    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1783    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 1784    Motor Vehicle In Transport               Pick Up     Clear
## 1785    Motor Vehicle In Transport               Pick Up    Cloudy
## 1786    Motor Vehicle In Transport         Passenger Car      Rain
## 1787    Motor Vehicle In Transport                 Other     Clear
## 1788 Cross Centerline OD of Travel         Passenger Car     Clear
## 1789    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1790    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1791                  Ran Off Road               Pick Up     Clear
## 1792    Motor Vehicle In Transport                 Other      Snow
## 1793    Motor Vehicle In Transport         Passenger Car     Clear
## 1794          Parked Motor Vehicle                 Other     Clear
## 1795          Parked Motor Vehicle                 Other     Clear
## 1796    Motor Vehicle In Transport                 Other     Clear
## 1797    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1798    Motor Vehicle In Transport         Passenger Car     Clear
## 1799                         Other                 Other     Clear
## 1800                  Ran Off Road         Passenger Car    Cloudy
## 1801    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1802    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1803    Motor Vehicle In Transport         Passenger Car     Clear
## 1804    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1805    Motor Vehicle In Transport         Passenger Car      Snow
## 1806    Motor Vehicle In Transport               Pick Up    Cloudy
## 1807    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1808    Motor Vehicle In Transport         Passenger Car     Clear
## 1809                         Other Sport Utility Vehicle    Cloudy
## 1810    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1811    Motor Vehicle In Transport         Passenger Car     Clear
## 1812                  Ran Off Road Sport Utility Vehicle     Clear
## 1813    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1814    Motor Vehicle In Transport               Pick Up      Snow
## 1815                  Ran Off Road          Semi-Tractor     Clear
## 1816    Motor Vehicle In Transport         Passenger Car      Rain
## 1817    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1818    Motor Vehicle In Transport         Passenger Car      Rain
## 1819    Motor Vehicle In Transport         Passenger Car      Rain
## 1820    Motor Vehicle In Transport         Passenger Car      Rain
## 1821    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1822 Cross Centerline OD of Travel         Passenger Car     Clear
## 1823    Motor Vehicle In Transport         Passenger Car      Rain
## 1824    Motor Vehicle In Transport         Passenger Car      Rain
## 1825 Cross Centerline OD of Travel         Passenger Car     Clear
## 1826    Motor Vehicle In Transport         Passenger Car     Clear
## 1827    Motor Vehicle In Transport         Passenger Car     Clear
## 1828                  Ran Off Road          Semi-Tractor      Rain
## 1829                         Other          Semi-Tractor      Rain
## 1830    Motor Vehicle In Transport         Passenger Car     Clear
## 1831 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 1832                  Ran Off Road          Semi-Tractor     Clear
## 1833                  Ran Off Road               Pick Up    Cloudy
## 1834    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1835    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1836    Motor Vehicle In Transport               Pick Up     Clear
## 1837    Motor Vehicle In Transport         Passenger Car      Snow
## 1838    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1839    Motor Vehicle In Transport         Passenger Car     Clear
## 1840    Motor Vehicle In Transport                 Other     Clear
## 1841                  Ran Off Road          Semi-Tractor      Rain
## 1842    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1843                  Ran Off Road         Passenger Car     Clear
## 1844    Motor Vehicle In Transport         Passenger Car     Clear
## 1845                         Other         Passenger Car    Cloudy
## 1846                  Ran Off Road                 Other     Clear
## 1847                         Other          Semi-Tractor     Clear
## 1848                  Ran Off Road         Passenger Car      Rain
## 1849    Motor Vehicle In Transport               Pick Up    Cloudy
## 1850                  Ran Off Road Sport Utility Vehicle     Clear
## 1851    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1852    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1853    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1854 Cross Centerline OD of Travel Sport Utility Vehicle     Other
## 1855    Motor Vehicle In Transport         Passenger Car     Clear
## 1856    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1857    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1858                         Other                 Other     Clear
## 1859 Cross Centerline OD of Travel                 Other     Clear
## 1860                  Ran Off Road          Semi-Tractor    Cloudy
## 1861    Motor Vehicle In Transport         Passenger Car     Clear
## 1862    Motor Vehicle In Transport         Passenger Car     Clear
## 1863    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1864    Motor Vehicle In Transport         Passenger Car     Clear
## 1865    Motor Vehicle In Transport               Pick Up     Clear
## 1866    Motor Vehicle In Transport         Passenger Car     Clear
## 1867                  Ran Off Road               Pick Up     Clear
## 1868    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1869    Motor Vehicle In Transport                 Other     Clear
## 1870    Motor Vehicle In Transport          Semi-Tractor     Clear
## 1871    Motor Vehicle In Transport               Pick Up    Cloudy
## 1872    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1873    Motor Vehicle In Transport         Passenger Car     Clear
## 1874 Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 1875    Motor Vehicle In Transport         Passenger Car     Clear
## 1876    Motor Vehicle In Transport         Passenger Car     Clear
## 1877    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1878                  Ran Off Road          Semi-Tractor     Clear
## 1879                         Other         Passenger Car     Clear
## 1880                         Other          Semi-Tractor     Clear
## 1881 Cross Centerline OD of Travel         Passenger Car     Clear
## 1882 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 1883    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1884    Motor Vehicle In Transport                 Other      Rain
## 1885    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1886    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1887    Motor Vehicle In Transport         Passenger Car     Clear
## 1888                         Other               Pick Up     Clear
## 1889                  Ran Off Road          Semi-Tractor     Clear
## 1890 Cross Centerline OD of Travel         Passenger Car     Clear
## 1891    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1892 Cross Centerline OD of Travel         Passenger Car     Clear
## 1893                  Ran Off Road          Semi-Tractor     Clear
## 1894    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1895    Motor Vehicle In Transport               Pick Up     Clear
## 1896    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1897    Motor Vehicle In Transport         Passenger Car     Clear
## 1898                  Ran Off Road         Passenger Car     Clear
## 1899                         Other         Passenger Car     Clear
## 1900    Motor Vehicle In Transport         Passenger Car     Clear
## 1901    Motor Vehicle In Transport         Passenger Car      Rain
## 1902                         Other         Passenger Car     Clear
## 1903 Cross Centerline OD of Travel         Passenger Car     Clear
## 1904    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1905                         Other               Pick Up     Clear
## 1906    Motor Vehicle In Transport                 Other     Clear
## 1907    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1908                  Ran Off Road Sport Utility Vehicle     Clear
## 1909    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1910                  Ran Off Road         Passenger Car     Clear
## 1911                  Ran Off Road         Passenger Car    Cloudy
## 1912                         Other                 Other     Clear
## 1913    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1914                  Ran Off Road Sport Utility Vehicle     Clear
## 1915    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1916    Motor Vehicle In Transport         Passenger Car      Rain
## 1917    Motor Vehicle In Transport         Passenger Car     Clear
## 1918                  Ran Off Road         Passenger Car     Clear
## 1919    Motor Vehicle In Transport         Passenger Car     Clear
## 1920    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1921    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1922                  Ran Off Road          Semi-Tractor      Snow
## 1923                  Ran Off Road         Passenger Car     Clear
## 1924    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1925    Motor Vehicle In Transport         Passenger Car     Clear
## 1926                  Ran Off Road         Passenger Car     Clear
## 1927 Cross Centerline OD of Travel                 Other     Clear
## 1928    Motor Vehicle In Transport         Passenger Car     Clear
## 1929 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 1930                  Ran Off Road         Passenger Car    Cloudy
## 1931    Motor Vehicle In Transport         Passenger Car      Snow
## 1932    Motor Vehicle In Transport         Passenger Car     Clear
## 1933                         Other Sport Utility Vehicle      Rain
## 1934    Motor Vehicle In Transport         Passenger Car     Clear
## 1935                  Ran Off Road         Passenger Car     Clear
## 1936    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1937    Motor Vehicle In Transport         Passenger Car     Clear
## 1938    Motor Vehicle In Transport         Passenger Car     Clear
## 1939    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1940    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1941    Motor Vehicle In Transport         Passenger Car     Clear
## 1942    Motor Vehicle In Transport               Pick Up      Rain
## 1943    Motor Vehicle In Transport         Passenger Car     Clear
## 1944    Motor Vehicle In Transport                 Other    Cloudy
## 1945                         Other         Passenger Car     Clear
## 1946    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1947    Motor Vehicle In Transport                 Other    Cloudy
## 1948    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1949    Motor Vehicle In Transport         Passenger Car      Rain
## 1950    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1951    Motor Vehicle In Transport         Passenger Car     Clear
## 1952    Motor Vehicle In Transport         Passenger Car     Clear
## 1953                         Other          Semi-Tractor     Clear
## 1954    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 1955    Motor Vehicle In Transport         Passenger Car      Rain
## 1956    Motor Vehicle In Transport         Passenger Car      Rain
## 1957    Motor Vehicle In Transport               Pick Up    Cloudy
## 1958                         Other         Passenger Car     Clear
## 1959    Motor Vehicle In Transport         Passenger Car     Clear
## 1960    Motor Vehicle In Transport                 Other     Clear
## 1961                  Ran Off Road         Passenger Car      Rain
## 1962    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1963    Motor Vehicle In Transport         Passenger Car      Rain
## 1964    Motor Vehicle In Transport         Passenger Car      Rain
## 1965                  Ran Off Road Sport Utility Vehicle      Rain
## 1966    Motor Vehicle In Transport               Pick Up     Clear
## 1967 Cross Centerline OD of Travel         Passenger Car     Clear
## 1968    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1969                         Other         Passenger Car    Cloudy
## 1970                         Other                 Other    Cloudy
## 1971    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 1972                         Other          Semi-Tractor    Cloudy
## 1973    Motor Vehicle In Transport                 Other     Clear
## 1974    Motor Vehicle In Transport         Passenger Car     Clear
## 1975    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1976    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1977    Motor Vehicle In Transport                 Other     Clear
## 1978    Motor Vehicle In Transport                 Other     Clear
## 1979                         Other         Passenger Car     Clear
## 1980    Motor Vehicle In Transport         Passenger Car     Clear
## 1981    Motor Vehicle In Transport               Pick Up     Clear
## 1982    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1983    Motor Vehicle In Transport         Passenger Car     Clear
## 1984                  Ran Off Road         Passenger Car     Clear
## 1985    Motor Vehicle In Transport               Pick Up     Clear
## 1986                         Other         Passenger Car     Clear
## 1987    Motor Vehicle In Transport                 Other     Clear
## 1988    Motor Vehicle In Transport         Passenger Car     Clear
## 1989                  Ran Off Road         Passenger Car     Clear
## 1990    Motor Vehicle In Transport         Passenger Car     Clear
## 1991    Motor Vehicle In Transport         Passenger Car    Cloudy
## 1992    Motor Vehicle In Transport                 Other     Clear
## 1993    Motor Vehicle In Transport               Pick Up     Clear
## 1994    Motor Vehicle In Transport         Passenger Car     Clear
## 1995    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 1996    Motor Vehicle In Transport         Passenger Car     Clear
## 1997                         Other         Passenger Car     Clear
## 1998    Motor Vehicle In Transport         Passenger Car     Clear
## 1999                         Other                 Other     Clear
## 2000    Motor Vehicle In Transport               Pick Up     Clear
## 2001    Motor Vehicle In Transport         Passenger Car     Clear
## 2002    Motor Vehicle In Transport               Pick Up     Clear
## 2003    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2004    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2005    Motor Vehicle In Transport         Passenger Car     Clear
## 2006    Motor Vehicle In Transport         Passenger Car     Clear
## 2007    Motor Vehicle In Transport               Pick Up     Clear
## 2008    Motor Vehicle In Transport         Passenger Car     Clear
## 2009                         Other               Pick Up     Clear
## 2010    Motor Vehicle In Transport               Pick Up    Cloudy
## 2011          Parked Motor Vehicle                 Other     Clear
## 2012          Parked Motor Vehicle         Passenger Car    Cloudy
## 2013    Motor Vehicle In Transport         Passenger Car     Clear
## 2014    Motor Vehicle In Transport         Passenger Car     Clear
## 2015    Motor Vehicle In Transport         Passenger Car     Clear
## 2016    Motor Vehicle In Transport         Passenger Car     Clear
## 2017                         Other         Passenger Car     Clear
## 2018    Motor Vehicle In Transport         Passenger Car     Clear
## 2019    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2020                         Other         Passenger Car     Clear
## 2021    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2022    Motor Vehicle In Transport         Passenger Car     Clear
## 2023    Motor Vehicle In Transport         Passenger Car     Clear
## 2024                  Ran Off Road               Pick Up     Clear
## 2025    Motor Vehicle In Transport         Passenger Car     Clear
## 2026    Motor Vehicle In Transport         Passenger Car     Clear
## 2027    Motor Vehicle In Transport               Pick Up     Clear
## 2028    Motor Vehicle In Transport               Pick Up     Clear
## 2029    Motor Vehicle In Transport         Passenger Car     Clear
## 2030                         Other               Pick Up      Rain
## 2031    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2032    Motor Vehicle In Transport         Passenger Car     Clear
## 2033    Motor Vehicle In Transport         Passenger Car     Clear
## 2034    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2035    Motor Vehicle In Transport         Passenger Car     Clear
## 2036    Motor Vehicle In Transport         Passenger Car      Snow
## 2037    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2038    Motor Vehicle In Transport         Passenger Car     Clear
## 2039    Motor Vehicle In Transport         Passenger Car     Clear
## 2040    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2041                         Other Sport Utility Vehicle     Clear
## 2042    Motor Vehicle In Transport         Passenger Car      Rain
## 2043    Motor Vehicle In Transport               Pick Up    Cloudy
## 2044    Motor Vehicle In Transport         Passenger Car     Clear
## 2045    Motor Vehicle In Transport         Passenger Car     Clear
## 2046                         Other                 Other      Rain
## 2047    Motor Vehicle In Transport         Passenger Car     Clear
## 2048    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2049    Motor Vehicle In Transport         Passenger Car      Rain
## 2050    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2051                         Other Sport Utility Vehicle    Cloudy
## 2052    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2053    Motor Vehicle In Transport               Pick Up    Cloudy
## 2054    Motor Vehicle In Transport         Passenger Car     Clear
## 2055                  Ran Off Road               Pick Up    Cloudy
## 2056    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2057    Motor Vehicle In Transport                 Other     Clear
## 2058    Motor Vehicle In Transport         Passenger Car     Clear
## 2059    Motor Vehicle In Transport                 Other    Cloudy
## 2060          Parked Motor Vehicle Sport Utility Vehicle    Cloudy
## 2061    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2062    Motor Vehicle In Transport                 Other    Cloudy
## 2063    Motor Vehicle In Transport                 Other    Cloudy
## 2064    Motor Vehicle In Transport         Passenger Car     Clear
## 2065    Motor Vehicle In Transport         Passenger Car     Clear
## 2066    Motor Vehicle In Transport         Passenger Car     Clear
## 2067    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2068          Parked Motor Vehicle                 Other     Clear
## 2069    Motor Vehicle In Transport               Pick Up     Clear
## 2070    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2071                  Ran Off Road          Semi-Tractor      Snow
## 2072    Motor Vehicle In Transport          Semi-Tractor    Cloudy
## 2073    Motor Vehicle In Transport         Passenger Car     Other
## 2074    Motor Vehicle In Transport         Passenger Car      Snow
## 2075    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2076                  Ran Off Road         Passenger Car      Snow
## 2077          Parked Motor Vehicle                 Other     Other
## 2078    Motor Vehicle In Transport         Passenger Car     Clear
## 2079    Motor Vehicle In Transport         Passenger Car      Rain
## 2080    Motor Vehicle In Transport                 Other     Clear
## 2081                         Other Sport Utility Vehicle      Snow
## 2082    Motor Vehicle In Transport               Pick Up     Clear
## 2083    Motor Vehicle In Transport         Passenger Car     Clear
## 2084    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2085    Motor Vehicle In Transport                 Other    Cloudy
## 2086          Parked Motor Vehicle         Passenger Car      Snow
## 2087    Motor Vehicle In Transport         Passenger Car     Clear
## 2088    Motor Vehicle In Transport         Passenger Car     Clear
## 2089                         Other         Passenger Car    Cloudy
## 2090                         Other         Passenger Car     Clear
## 2091                         Other          Semi-Tractor    Cloudy
## 2092    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2093                  Ran Off Road Sport Utility Vehicle      Rain
## 2094    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 2095    Motor Vehicle In Transport         Passenger Car     Clear
## 2096          Parked Motor Vehicle                 Other     Clear
## 2097 Cross Centerline OD of Travel                 Other      Snow
## 2098                  Ran Off Road         Passenger Car    Cloudy
## 2099                  Ran Off Road         Passenger Car     Clear
## 2100    Motor Vehicle In Transport                 Other     Clear
## 2101    Motor Vehicle In Transport         Passenger Car     Clear
## 2102    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2103    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2104    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2105                  Ran Off Road          Semi-Tractor    Cloudy
## 2106                         Other                 Other     Clear
## 2107    Motor Vehicle In Transport         Passenger Car     Clear
## 2108    Motor Vehicle In Transport               Pick Up    Cloudy
## 2109    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2110    Motor Vehicle In Transport         Passenger Car     Clear
## 2111          Parked Motor Vehicle         Passenger Car     Clear
## 2112    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2113    Motor Vehicle In Transport                 Other     Clear
## 2114    Motor Vehicle In Transport                 Other     Clear
## 2115 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 2116    Motor Vehicle In Transport                 Other     Clear
## 2117 Cross Centerline OD of Travel               Pick Up     Clear
## 2118    Motor Vehicle In Transport         Passenger Car     Clear
## 2119                  Ran Off Road          Semi-Tractor     Clear
## 2120    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2121    Motor Vehicle In Transport         Passenger Car     Clear
## 2122    Motor Vehicle In Transport         Passenger Car     Clear
## 2123    Motor Vehicle In Transport         Passenger Car     Clear
## 2124    Motor Vehicle In Transport         Passenger Car     Clear
## 2125    Motor Vehicle In Transport         Passenger Car     Clear
## 2126    Motor Vehicle In Transport         Passenger Car     Clear
## 2127                         Other Sport Utility Vehicle    Cloudy
## 2128                         Other                 Other     Clear
## 2129                         Other         Passenger Car    Cloudy
## 2130    Motor Vehicle In Transport         Passenger Car     Clear
## 2131    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2132    Motor Vehicle In Transport                 Other    Cloudy
## 2133    Motor Vehicle In Transport         Passenger Car     Clear
## 2134          Parked Motor Vehicle         Passenger Car     Clear
## 2135    Motor Vehicle In Transport         Passenger Car     Clear
## 2136    Motor Vehicle In Transport                 Other     Clear
## 2137    Motor Vehicle In Transport         Passenger Car      Rain
## 2138    Motor Vehicle In Transport         Passenger Car     Clear
## 2139    Motor Vehicle In Transport         Passenger Car     Clear
## 2140    Motor Vehicle In Transport                 Other      Rain
## 2141    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2142    Motor Vehicle In Transport               Pick Up     Clear
## 2143    Motor Vehicle In Transport         Passenger Car     Clear
## 2144    Motor Vehicle In Transport         Passenger Car     Clear
## 2145    Motor Vehicle In Transport         Passenger Car      Rain
## 2146    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2147    Motor Vehicle In Transport         Passenger Car     Clear
## 2148    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2149    Motor Vehicle In Transport         Passenger Car     Clear
## 2150    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2151    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2152                         Other         Passenger Car     Clear
## 2153    Motor Vehicle In Transport                 Other    Cloudy
## 2154                         Other         Passenger Car    Cloudy
## 2155    Motor Vehicle In Transport                 Other     Clear
## 2156                         Other         Passenger Car     Clear
## 2157    Motor Vehicle In Transport         Passenger Car     Clear
## 2158    Motor Vehicle In Transport               Pick Up     Clear
## 2159                  Ran Off Road         Passenger Car     Clear
## 2160    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2161    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2162    Motor Vehicle In Transport         Passenger Car     Clear
## 2163    Motor Vehicle In Transport         Passenger Car     Clear
## 2164    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2165 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 2166                         Other Sport Utility Vehicle     Clear
## 2167    Motor Vehicle In Transport         Passenger Car     Clear
## 2168                  Ran Off Road               Pick Up     Clear
## 2169    Motor Vehicle In Transport         Passenger Car     Clear
## 2170    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2171    Motor Vehicle In Transport         Passenger Car     Clear
## 2172    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2173    Motor Vehicle In Transport         Passenger Car     Clear
## 2174    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2175    Motor Vehicle In Transport         Passenger Car     Clear
## 2176    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2177    Motor Vehicle In Transport         Passenger Car     Clear
## 2178    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2179    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2180    Motor Vehicle In Transport                 Other    Cloudy
## 2181    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2182    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2183    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2184    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2185    Motor Vehicle In Transport                 Other     Clear
## 2186    Motor Vehicle In Transport         Passenger Car      Rain
## 2187                         Other Sport Utility Vehicle     Clear
## 2188    Motor Vehicle In Transport         Passenger Car     Clear
## 2189    Motor Vehicle In Transport                 Other     Clear
## 2190    Motor Vehicle In Transport                 Other     Clear
## 2191                  Ran Off Road         Passenger Car     Clear
## 2192    Motor Vehicle In Transport         Passenger Car     Clear
## 2193    Motor Vehicle In Transport                 Other     Clear
## 2194    Motor Vehicle In Transport                 Other     Clear
## 2195    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2196                         Other          Semi-Tractor     Clear
## 2197    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2198    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2199    Motor Vehicle In Transport         Passenger Car      Rain
## 2200    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2201    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2202    Motor Vehicle In Transport         Passenger Car     Clear
## 2203    Motor Vehicle In Transport                 Other     Clear
## 2204                  Ran Off Road          Semi-Tractor      Rain
## 2205    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2206                         Other         Passenger Car     Clear
## 2207                  Ran Off Road          Semi-Tractor     Clear
## 2208    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2209    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2210    Motor Vehicle In Transport         Passenger Car     Clear
## 2211    Motor Vehicle In Transport         Passenger Car     Clear
## 2212    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2213    Motor Vehicle In Transport         Passenger Car     Clear
## 2214    Motor Vehicle In Transport                 Other     Clear
## 2215    Motor Vehicle In Transport         Passenger Car     Clear
## 2216    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2217    Motor Vehicle In Transport         Passenger Car     Clear
## 2218    Motor Vehicle In Transport         Passenger Car     Clear
## 2219    Motor Vehicle In Transport               Pick Up     Clear
## 2220    Motor Vehicle In Transport         Passenger Car     Clear
## 2221                  Ran Off Road         Passenger Car    Cloudy
## 2222    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2223                         Other Sport Utility Vehicle     Clear
## 2224    Motor Vehicle In Transport         Passenger Car     Clear
## 2225    Motor Vehicle In Transport         Passenger Car      Rain
## 2226    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2227    Motor Vehicle In Transport               Pick Up    Cloudy
## 2228    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2229    Motor Vehicle In Transport         Passenger Car     Clear
## 2230    Motor Vehicle In Transport         Passenger Car     Clear
## 2231    Motor Vehicle In Transport         Passenger Car      Rain
## 2232    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2233    Motor Vehicle In Transport                 Other     Clear
## 2234    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2235    Motor Vehicle In Transport         Passenger Car     Clear
## 2236    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2237          Parked Motor Vehicle               Pick Up     Clear
## 2238    Motor Vehicle In Transport         Passenger Car     Clear
## 2239    Motor Vehicle In Transport         Passenger Car     Clear
## 2240    Motor Vehicle In Transport                 Other     Clear
## 2241    Motor Vehicle In Transport                 Other     Clear
## 2242    Motor Vehicle In Transport               Pick Up    Cloudy
## 2243    Motor Vehicle In Transport         Passenger Car     Clear
## 2244    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2245                  Ran Off Road Sport Utility Vehicle     Clear
## 2246    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2247          Parked Motor Vehicle         Passenger Car      Rain
## 2248    Motor Vehicle In Transport               Pick Up     Clear
## 2249    Motor Vehicle In Transport                 Other     Clear
## 2250    Motor Vehicle In Transport         Passenger Car     Clear
## 2251          Parked Motor Vehicle               Pick Up     Clear
## 2252    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2253    Motor Vehicle In Transport         Passenger Car      Rain
## 2254    Motor Vehicle In Transport         Passenger Car     Clear
## 2255    Motor Vehicle In Transport         Passenger Car     Clear
## 2256                  Ran Off Road         Passenger Car     Clear
## 2257                  Ran Off Road                 Other     Clear
## 2258    Motor Vehicle In Transport               Pick Up    Cloudy
## 2259    Motor Vehicle In Transport         Passenger Car     Clear
## 2260                         Other         Passenger Car     Clear
## 2261    Motor Vehicle In Transport         Passenger Car     Clear
## 2262                         Other         Passenger Car     Clear
## 2263    Motor Vehicle In Transport         Passenger Car     Clear
## 2264    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2265    Motor Vehicle In Transport         Passenger Car     Clear
## 2266    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2267          Parked Motor Vehicle         Passenger Car    Cloudy
## 2268    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2269    Motor Vehicle In Transport         Passenger Car      Rain
## 2270 Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 2271                         Other Sport Utility Vehicle      Rain
## 2272    Motor Vehicle In Transport         Passenger Car     Clear
## 2273    Motor Vehicle In Transport         Passenger Car     Clear
## 2274    Motor Vehicle In Transport         Passenger Car     Clear
## 2275                  Ran Off Road         Passenger Car     Clear
## 2276    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2277    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2278    Motor Vehicle In Transport                 Other     Clear
## 2279    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2280    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2281    Motor Vehicle In Transport               Pick Up     Clear
## 2282          Parked Motor Vehicle         Passenger Car     Clear
## 2283                  Ran Off Road         Passenger Car     Clear
## 2284    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2285    Motor Vehicle In Transport         Passenger Car     Clear
## 2286    Motor Vehicle In Transport         Passenger Car     Clear
## 2287    Motor Vehicle In Transport         Passenger Car     Clear
## 2288                  Ran Off Road         Passenger Car     Clear
## 2289    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2290    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2291    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2292                  Ran Off Road         Passenger Car     Clear
## 2293    Motor Vehicle In Transport                 Other    Cloudy
## 2294    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2295    Motor Vehicle In Transport                 Other    Cloudy
## 2296    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2297                         Other Sport Utility Vehicle    Cloudy
## 2298    Motor Vehicle In Transport         Passenger Car     Clear
## 2299    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2300    Motor Vehicle In Transport         Passenger Car     Clear
## 2301    Motor Vehicle In Transport         Passenger Car     Clear
## 2302    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2303    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2304    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2305    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2306    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2307    Motor Vehicle In Transport         Passenger Car     Clear
## 2308          Parked Motor Vehicle         Passenger Car     Clear
## 2309    Motor Vehicle In Transport         Passenger Car     Clear
## 2310    Motor Vehicle In Transport         Passenger Car     Clear
## 2311    Motor Vehicle In Transport         Passenger Car     Clear
## 2312          Parked Motor Vehicle                 Other    Cloudy
## 2313    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2314                         Other               Pick Up     Other
## 2315    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2316    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2317                         Other Sport Utility Vehicle     Clear
## 2318          Parked Motor Vehicle         Passenger Car     Clear
## 2319    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2320    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2321    Motor Vehicle In Transport                 Other     Clear
## 2322    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2323    Motor Vehicle In Transport                 Other     Clear
## 2324    Motor Vehicle In Transport         Passenger Car     Clear
## 2325    Motor Vehicle In Transport         Passenger Car     Clear
## 2326    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2327    Motor Vehicle In Transport               Pick Up     Clear
## 2328    Motor Vehicle In Transport               Pick Up     Clear
## 2329    Motor Vehicle In Transport         Passenger Car     Clear
## 2330    Motor Vehicle In Transport         Passenger Car     Clear
## 2331    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2332    Motor Vehicle In Transport               Pick Up     Clear
## 2333    Motor Vehicle In Transport         Passenger Car     Clear
## 2334    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2335    Motor Vehicle In Transport         Passenger Car     Clear
## 2336                         Other Sport Utility Vehicle    Cloudy
## 2337    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2338    Motor Vehicle In Transport               Pick Up     Clear
## 2339    Motor Vehicle In Transport               Pick Up     Clear
## 2340    Motor Vehicle In Transport         Passenger Car     Clear
## 2341                         Other         Passenger Car     Clear
## 2342    Motor Vehicle In Transport         Passenger Car     Clear
## 2343    Motor Vehicle In Transport         Passenger Car     Clear
## 2344    Motor Vehicle In Transport         Passenger Car     Clear
## 2345    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2346    Motor Vehicle In Transport                 Other     Clear
## 2347    Motor Vehicle In Transport               Pick Up    Cloudy
## 2348          Parked Motor Vehicle Sport Utility Vehicle     Clear
## 2349    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2350    Motor Vehicle In Transport         Passenger Car     Clear
## 2351    Motor Vehicle In Transport               Pick Up     Clear
## 2352    Motor Vehicle In Transport         Passenger Car     Clear
## 2353    Motor Vehicle In Transport         Passenger Car     Clear
## 2354    Motor Vehicle In Transport         Passenger Car     Clear
## 2355    Motor Vehicle In Transport         Passenger Car     Clear
## 2356    Motor Vehicle In Transport         Passenger Car     Clear
## 2357    Motor Vehicle In Transport         Passenger Car     Clear
## 2358    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2359    Motor Vehicle In Transport         Passenger Car     Clear
## 2360    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2361    Motor Vehicle In Transport         Passenger Car     Clear
## 2362    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2363                         Other               Pick Up     Clear
## 2364    Motor Vehicle In Transport         Passenger Car     Clear
## 2365    Motor Vehicle In Transport                 Other     Clear
## 2366    Motor Vehicle In Transport         Passenger Car     Clear
## 2367          Parked Motor Vehicle         Passenger Car    Cloudy
## 2368    Motor Vehicle In Transport         Passenger Car     Clear
## 2369    Motor Vehicle In Transport         Passenger Car      Rain
## 2370    Motor Vehicle In Transport          Semi-Tractor     Clear
## 2371    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2372    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2373                         Other         Passenger Car      Rain
## 2374    Motor Vehicle In Transport                 Other    Cloudy
## 2375    Motor Vehicle In Transport         Passenger Car     Clear
## 2376    Motor Vehicle In Transport         Passenger Car     Clear
## 2377    Motor Vehicle In Transport         Passenger Car     Clear
## 2378    Motor Vehicle In Transport                 Other     Clear
## 2379    Motor Vehicle In Transport         Passenger Car     Clear
## 2380                  Ran Off Road          Semi-Tractor    Cloudy
## 2381    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2382    Motor Vehicle In Transport                 Other     Clear
## 2383          Parked Motor Vehicle                 Other     Other
## 2384    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2385    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2386                         Other         Passenger Car     Clear
## 2387 Cross Centerline OD of Travel         Passenger Car      Rain
## 2388                         Other                 Other     Clear
## 2389    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2390    Motor Vehicle In Transport         Passenger Car     Clear
## 2391    Motor Vehicle In Transport         Passenger Car     Clear
## 2392    Motor Vehicle In Transport                 Other     Clear
## 2393    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2394    Motor Vehicle In Transport         Passenger Car     Clear
## 2395    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2396                  Ran Off Road         Passenger Car     Clear
## 2397    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2398    Motor Vehicle In Transport                 Other      Rain
## 2399    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2400    Motor Vehicle In Transport         Passenger Car     Clear
## 2401                         Other         Passenger Car     Clear
## 2402    Motor Vehicle In Transport         Passenger Car     Clear
## 2403    Motor Vehicle In Transport         Passenger Car     Clear
## 2404 Cross Centerline OD of Travel                 Other     Clear
## 2405    Motor Vehicle In Transport                 Other     Clear
## 2406    Motor Vehicle In Transport               Pick Up     Clear
## 2407    Motor Vehicle In Transport               Pick Up    Cloudy
## 2408    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2409    Motor Vehicle In Transport         Passenger Car     Clear
## 2410    Motor Vehicle In Transport         Passenger Car      Rain
## 2411    Motor Vehicle In Transport                 Other     Clear
## 2412    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2413                         Other         Passenger Car     Clear
## 2414    Motor Vehicle In Transport         Passenger Car     Clear
## 2415    Motor Vehicle In Transport         Passenger Car     Clear
## 2416    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2417    Motor Vehicle In Transport         Passenger Car     Clear
## 2418    Motor Vehicle In Transport         Passenger Car      Rain
## 2419                         Other         Passenger Car    Cloudy
## 2420    Motor Vehicle In Transport         Passenger Car      Rain
## 2421                         Other         Passenger Car      Rain
## 2422    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2423    Motor Vehicle In Transport               Pick Up    Cloudy
## 2424 Cross Centerline OD of Travel          Semi-Tractor    Cloudy
## 2425    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2426    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2427    Motor Vehicle In Transport         Passenger Car      Rain
## 2428    Motor Vehicle In Transport               Pick Up     Clear
## 2429 Cross Centerline OD of Travel         Passenger Car     Clear
## 2430    Motor Vehicle In Transport         Passenger Car      Rain
## 2431    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2432                  Ran Off Road                 Other    Cloudy
## 2433    Motor Vehicle In Transport         Passenger Car     Clear
## 2434    Motor Vehicle In Transport         Passenger Car     Clear
## 2435                         Other         Passenger Car    Cloudy
## 2436    Motor Vehicle In Transport         Passenger Car     Clear
## 2437 Cross Centerline OD of Travel         Passenger Car     Clear
## 2438    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2439    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2440    Motor Vehicle In Transport         Passenger Car      Rain
## 2441    Motor Vehicle In Transport         Passenger Car      Rain
## 2442    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2443    Motor Vehicle In Transport         Passenger Car     Clear
## 2444    Motor Vehicle In Transport         Passenger Car     Clear
## 2445    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2446                  Ran Off Road                 Other     Other
## 2447                  Ran Off Road         Passenger Car     Clear
## 2448    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2449    Motor Vehicle In Transport         Passenger Car     Clear
## 2450    Motor Vehicle In Transport               Pick Up     Clear
## 2451    Motor Vehicle In Transport         Passenger Car     Clear
## 2452    Motor Vehicle In Transport         Passenger Car     Clear
## 2453    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2454 Cross Centerline OD of Travel         Passenger Car     Clear
## 2455    Motor Vehicle In Transport         Passenger Car     Clear
## 2456    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2457    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2458    Motor Vehicle In Transport         Passenger Car     Clear
## 2459    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2460    Motor Vehicle In Transport         Passenger Car     Clear
## 2461    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2462                  Ran Off Road         Passenger Car    Cloudy
## 2463    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2464    Motor Vehicle In Transport         Passenger Car     Clear
## 2465    Motor Vehicle In Transport         Passenger Car     Clear
## 2466    Motor Vehicle In Transport         Passenger Car      Rain
## 2467    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2468    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2469                         Other Sport Utility Vehicle      Rain
## 2470    Motor Vehicle In Transport               Pick Up     Clear
## 2471                  Ran Off Road Sport Utility Vehicle     Other
## 2472    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2473    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2474    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2475                         Other          Semi-Tractor    Cloudy
## 2476    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 2477    Motor Vehicle In Transport         Passenger Car     Clear
## 2478    Motor Vehicle In Transport               Pick Up     Clear
## 2479    Motor Vehicle In Transport         Passenger Car     Clear
## 2480    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2481    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2482    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2483    Motor Vehicle In Transport                 Other    Cloudy
## 2484                         Other         Passenger Car     Clear
## 2485                  Ran Off Road         Passenger Car     Clear
## 2486    Motor Vehicle In Transport         Passenger Car     Clear
## 2487    Motor Vehicle In Transport         Passenger Car     Clear
## 2488    Motor Vehicle In Transport         Passenger Car     Clear
## 2489    Motor Vehicle In Transport         Passenger Car     Clear
## 2490    Motor Vehicle In Transport                 Other     Clear
## 2491                  Ran Off Road Sport Utility Vehicle     Clear
## 2492                  Ran Off Road         Passenger Car      Rain
## 2493    Motor Vehicle In Transport         Passenger Car      Rain
## 2494    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2495    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2496    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2497    Motor Vehicle In Transport         Passenger Car     Clear
## 2498    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2499    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2500                  Ran Off Road         Passenger Car      Snow
## 2501    Motor Vehicle In Transport         Passenger Car      Rain
## 2502    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2503    Motor Vehicle In Transport         Passenger Car     Clear
## 2504                  Ran Off Road Sport Utility Vehicle     Clear
## 2505    Motor Vehicle In Transport               Pick Up     Clear
## 2506                         Other Sport Utility Vehicle    Cloudy
## 2507    Motor Vehicle In Transport         Passenger Car     Clear
## 2508 Cross Centerline OD of Travel         Passenger Car     Clear
## 2509 Cross Centerline OD of Travel         Passenger Car      Rain
## 2510    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2511    Motor Vehicle In Transport         Passenger Car     Clear
## 2512    Motor Vehicle In Transport         Passenger Car     Clear
## 2513 Cross Centerline OD of Travel                 Other     Clear
## 2514                  Ran Off Road          Semi-Tractor     Clear
## 2515                  Ran Off Road                 Other     Clear
## 2516    Motor Vehicle In Transport               Pick Up    Cloudy
## 2517    Motor Vehicle In Transport          Semi-Tractor     Clear
## 2518                  Ran Off Road         Passenger Car      Rain
## 2519                  Ran Off Road         Passenger Car     Clear
## 2520 Cross Centerline OD of Travel         Passenger Car    Cloudy
## 2521                  Ran Off Road               Pick Up     Clear
## 2522    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2523                  Ran Off Road         Passenger Car    Cloudy
## 2524    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2525    Motor Vehicle In Transport                 Other     Clear
## 2526                         Other Sport Utility Vehicle     Clear
## 2527          Parked Motor Vehicle          Semi-Tractor     Clear
## 2528                  Ran Off Road                 Other      Rain
## 2529 Cross Centerline OD of Travel Sport Utility Vehicle    Cloudy
## 2530    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2531    Motor Vehicle In Transport                 Other    Cloudy
## 2532                  Ran Off Road          Semi-Tractor    Cloudy
## 2533    Motor Vehicle In Transport         Passenger Car     Clear
## 2534                  Ran Off Road          Semi-Tractor     Clear
## 2535    Motor Vehicle In Transport                 Other     Clear
## 2536                         Other Sport Utility Vehicle     Clear
## 2537                         Other          Semi-Tractor     Clear
## 2538    Motor Vehicle In Transport                 Other     Clear
## 2539 Cross Centerline OD of Travel         Passenger Car     Clear
## 2540                  Ran Off Road         Passenger Car    Cloudy
## 2541 Cross Centerline OD of Travel                 Other     Clear
## 2542    Motor Vehicle In Transport                 Other     Clear
## 2543    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2544    Motor Vehicle In Transport          Semi-Tractor     Clear
## 2545    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2546    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2547    Motor Vehicle In Transport         Passenger Car      Rain
## 2548    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2549    Motor Vehicle In Transport         Passenger Car     Clear
## 2550    Motor Vehicle In Transport         Passenger Car     Clear
## 2551    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2552    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2553    Motor Vehicle In Transport               Pick Up     Clear
## 2554                         Other                 Other     Clear
## 2555                         Other         Passenger Car      Rain
## 2556    Motor Vehicle In Transport               Pick Up     Clear
## 2557    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2558    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2559    Motor Vehicle In Transport         Passenger Car     Clear
## 2560                         Other          Semi-Tractor      Rain
## 2561                         Other         Passenger Car    Cloudy
## 2562                         Other         Passenger Car     Clear
## 2563    Motor Vehicle In Transport               Pick Up     Clear
## 2564    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2565                         Other Sport Utility Vehicle    Cloudy
## 2566    Motor Vehicle In Transport               Pick Up    Cloudy
## 2567    Motor Vehicle In Transport                 Other    Cloudy
## 2568                         Other Sport Utility Vehicle     Clear
## 2569    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2570    Motor Vehicle In Transport                 Other     Clear
## 2571    Motor Vehicle In Transport         Passenger Car     Clear
## 2572                  Ran Off Road                 Other     Clear
## 2573    Motor Vehicle In Transport         Passenger Car     Clear
## 2574    Motor Vehicle In Transport         Passenger Car     Clear
## 2575    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2576    Motor Vehicle In Transport         Passenger Car     Clear
## 2577                  Ran Off Road          Semi-Tractor    Cloudy
## 2578    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2579 Cross Centerline OD of Travel         Passenger Car     Clear
## 2580    Motor Vehicle In Transport         Passenger Car     Clear
## 2581    Motor Vehicle In Transport         Passenger Car     Clear
## 2582    Motor Vehicle In Transport               Pick Up     Clear
## 2583    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2584    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2585                  Ran Off Road Sport Utility Vehicle     Clear
## 2586 Cross Centerline OD of Travel Sport Utility Vehicle    Cloudy
## 2587    Motor Vehicle In Transport         Passenger Car     Clear
## 2588    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2589    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2590    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2591    Motor Vehicle In Transport               Pick Up     Clear
## 2592                  Ran Off Road         Passenger Car     Clear
## 2593                         Other                 Other     Clear
## 2594                  Ran Off Road          Semi-Tractor      Rain
## 2595                  Ran Off Road Sport Utility Vehicle    Cloudy
## 2596    Motor Vehicle In Transport         Passenger Car      Rain
## 2597    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2598    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2599    Motor Vehicle In Transport         Passenger Car     Clear
## 2600    Motor Vehicle In Transport         Passenger Car      Rain
## 2601    Motor Vehicle In Transport               Pick Up    Cloudy
## 2602    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2603                  Ran Off Road          Semi-Tractor     Clear
## 2604    Motor Vehicle In Transport Sport Utility Vehicle      Snow
## 2605    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2606    Motor Vehicle In Transport          Semi-Tractor     Clear
## 2607    Motor Vehicle In Transport Sport Utility Vehicle      Rain
## 2608                         Other Sport Utility Vehicle     Clear
## 2609    Motor Vehicle In Transport               Pick Up    Cloudy
## 2610 Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 2611                  Ran Off Road          Semi-Tractor     Clear
## 2612                  Ran Off Road Sport Utility Vehicle     Clear
## 2613                         Other         Passenger Car    Cloudy
## 2614    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2615                  Ran Off Road          Semi-Tractor     Clear
## 2616    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2617    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2618          Parked Motor Vehicle         Passenger Car      Snow
## 2619    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2620    Motor Vehicle In Transport         Passenger Car      Rain
## 2621 Cross Centerline OD of Travel         Passenger Car     Clear
## 2622    Motor Vehicle In Transport         Passenger Car     Clear
## 2623    Motor Vehicle In Transport         Passenger Car      Snow
## 2624                  Ran Off Road         Passenger Car      Snow
## 2625    Motor Vehicle In Transport         Passenger Car     Clear
## 2626    Motor Vehicle In Transport         Passenger Car     Clear
## 2627    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2628    Motor Vehicle In Transport         Passenger Car     Clear
## 2629    Motor Vehicle In Transport                 Other     Clear
## 2630    Motor Vehicle In Transport         Passenger Car      Rain
## 2631 Cross Centerline OD of Travel Sport Utility Vehicle     Clear
## 2632    Motor Vehicle In Transport         Passenger Car     Clear
## 2633    Motor Vehicle In Transport         Passenger Car     Clear
## 2634 Cross Centerline OD of Travel         Passenger Car     Clear
## 2635    Motor Vehicle In Transport                 Other     Clear
## 2636    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2637                  Ran Off Road         Passenger Car     Clear
## 2638    Motor Vehicle In Transport         Passenger Car     Clear
## 2639    Motor Vehicle In Transport         Passenger Car     Clear
## 2640    Motor Vehicle In Transport         Passenger Car     Clear
## 2641 Cross Centerline OD of Travel               Pick Up      Rain
## 2642    Motor Vehicle In Transport         Passenger Car     Clear
## 2643    Motor Vehicle In Transport         Passenger Car     Clear
## 2644    Motor Vehicle In Transport         Passenger Car     Clear
## 2645    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2646 Cross Centerline OD of Travel         Passenger Car     Clear
## 2647                  Ran Off Road                 Other     Clear
## 2648    Motor Vehicle In Transport               Pick Up     Clear
## 2649                         Other          Semi-Tractor     Clear
## 2650                  Ran Off Road Sport Utility Vehicle     Clear
## 2651 Cross Centerline OD of Travel         Passenger Car      Rain
## 2652    Motor Vehicle In Transport         Passenger Car      Rain
## 2653    Motor Vehicle In Transport                 Other     Clear
## 2654    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2655    Motor Vehicle In Transport         Passenger Car     Clear
## 2656    Motor Vehicle In Transport         Passenger Car      Rain
## 2657    Motor Vehicle In Transport         Passenger Car     Clear
## 2658    Motor Vehicle In Transport               Pick Up     Clear
## 2659    Motor Vehicle In Transport                 Other    Cloudy
## 2660    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2661                  Ran Off Road               Pick Up     Clear
## 2662                  Ran Off Road         Passenger Car      Rain
## 2663    Motor Vehicle In Transport               Pick Up     Clear
## 2664    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2665    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2666                         Other Sport Utility Vehicle    Cloudy
## 2667    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2668    Motor Vehicle In Transport                 Other      Rain
## 2669 Cross Centerline OD of Travel                 Other    Cloudy
## 2670    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2671    Motor Vehicle In Transport         Passenger Car     Clear
## 2672    Motor Vehicle In Transport         Passenger Car     Clear
## 2673                         Other         Passenger Car     Clear
## 2674    Motor Vehicle In Transport         Passenger Car     Clear
## 2675          Parked Motor Vehicle         Passenger Car     Clear
## 2676    Motor Vehicle In Transport         Passenger Car     Clear
## 2677    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2678    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2679    Motor Vehicle In Transport               Pick Up     Clear
## 2680                         Other                 Other     Clear
## 2681    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2682    Motor Vehicle In Transport                 Other      Rain
## 2683    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2684          Parked Motor Vehicle                 Other    Cloudy
## 2685    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2686    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2687    Motor Vehicle In Transport         Passenger Car     Clear
## 2688    Motor Vehicle In Transport               Pick Up     Clear
## 2689    Motor Vehicle In Transport               Pick Up    Cloudy
## 2690                  Ran Off Road                 Other     Clear
## 2691                  Ran Off Road Sport Utility Vehicle     Clear
## 2692    Motor Vehicle In Transport          Semi-Tractor     Clear
## 2693    Motor Vehicle In Transport Sport Utility Vehicle     Clear
## 2694    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2695                  Ran Off Road Sport Utility Vehicle     Clear
## 2696    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2697    Motor Vehicle In Transport         Passenger Car     Clear
## 2698    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2699    Motor Vehicle In Transport                 Other     Clear
## 2700    Motor Vehicle In Transport         Passenger Car     Clear
## 2701    Motor Vehicle In Transport         Passenger Car     Clear
## 2702                  Ran Off Road         Passenger Car      Rain
## 2703                         Other Sport Utility Vehicle    Cloudy
## 2704    Motor Vehicle In Transport                 Other    Cloudy
## 2705    Motor Vehicle In Transport                 Other     Clear
## 2706    Motor Vehicle In Transport                 Other     Clear
## 2707    Motor Vehicle In Transport                 Other     Clear
## 2708    Motor Vehicle In Transport               Pick Up      Rain
## 2709                         Other                 Other     Clear
## 2710    Motor Vehicle In Transport         Passenger Car     Clear
## 2711    Motor Vehicle In Transport                 Other      Snow
## 2712    Motor Vehicle In Transport Sport Utility Vehicle    Cloudy
## 2713    Motor Vehicle In Transport                 Other    Cloudy
## 2714    Motor Vehicle In Transport               Pick Up      Rain
## 2715    Motor Vehicle In Transport         Passenger Car    Cloudy
## 2716    Motor Vehicle In Transport         Passenger Car     Clear
##      Arterial_Expressway
## 1                     No
## 2                    Yes
## 3                    Yes
## 4                     No
## 5                     No
## 6                     No
## 7                     No
## 8                    Yes
## 9                    Yes
## 10                   Yes
## 11                    No
## 12                   Yes
## 13                   Yes
## 14                   Yes
## 15                   Yes
## 16                   Yes
## 17                   Yes
## 18                   Yes
## 19                   Yes
## 20                   Yes
## 21                   Yes
## 22                    No
## 23                   Yes
## 24                   Yes
## 25                    No
## 26                    No
## 27                    No
## 28                   Yes
## 29                   Yes
## 30                   Yes
## 31                    No
## 32                    No
## 33                   Yes
## 34                    No
## 35                   Yes
## 36                    No
## 37                   Yes
## 38                    No
## 39                   Yes
## 40                   Yes
## 41                   Yes
## 42                    No
## 43                   Yes
## 44                    No
## 45                   Yes
## 46                   Yes
## 47                    No
## 48                    No
## 49                   Yes
## 50                   Yes
## 51                    No
## 52                   Yes
## 53                    No
## 54                   Yes
## 55                    No
## 56                   Yes
## 57                   Yes
## 58                   Yes
## 59                    No
## 60                   Yes
## 61                   Yes
## 62                    No
## 63                   Yes
## 64                    No
## 65                    No
## 66                   Yes
## 67                    No
## 68                   Yes
## 69                    No
## 70                   Yes
## 71                   Yes
## 72                    No
## 73                    No
## 74                   Yes
## 75                    No
## 76                   Yes
## 77                   Yes
## 78                   Yes
## 79                    No
## 80                    No
## 81                   Yes
## 82                    No
## 83                    No
## 84                   Yes
## 85                   Yes
## 86                    No
## 87                    No
## 88                   Yes
## 89                    No
## 90                   Yes
## 91                   Yes
## 92                   Yes
## 93                   Yes
## 94                   Yes
## 95                    No
## 96                   Yes
## 97                    No
## 98                   Yes
## 99                    No
## 100                  Yes
## 101                  Yes
## 102                  Yes
## 103                  Yes
## 104                  Yes
## 105                   No
## 106                   No
## 107                  Yes
## 108                  Yes
## 109                  Yes
## 110                  Yes
## 111                   No
## 112                  Yes
## 113                  Yes
## 114                   No
## 115                  Yes
## 116                  Yes
## 117                  Yes
## 118                  Yes
## 119                  Yes
## 120                  Yes
## 121                  Yes
## 122                  Yes
## 123                  Yes
## 124                   No
## 125                  Yes
## 126                  Yes
## 127                  Yes
## 128                  Yes
## 129                  Yes
## 130                   No
## 131                   No
## 132                  Yes
## 133                   No
## 134                  Yes
## 135                   No
## 136                  Yes
## 137                  Yes
## 138                  Yes
## 139                  Yes
## 140                   No
## 141                  Yes
## 142                  Yes
## 143                  Yes
## 144                  Yes
## 145                   No
## 146                   No
## 147                  Yes
## 148                  Yes
## 149                  Yes
## 150                   No
## 151                  Yes
## 152                  Yes
## 153                   No
## 154                  Yes
## 155                   No
## 156                  Yes
## 157                  Yes
## 158                   No
## 159                   No
## 160                   No
## 161                  Yes
## 162                   No
## 163                   No
## 164                  Yes
## 165                  Yes
## 166                  Yes
## 167                  Yes
## 168                  Yes
## 169                  Yes
## 170                   No
## 171                   No
## 172                  Yes
## 173                   No
## 174                  Yes
## 175                  Yes
## 176                  Yes
## 177                   No
## 178                  Yes
## 179                   No
## 180                   No
## 181                  Yes
## 182                   No
## 183                   No
## 184                  Yes
## 185                  Yes
## 186                  Yes
## 187                  Yes
## 188                  Yes
## 189                   No
## 190                  Yes
## 191                  Yes
## 192                  Yes
## 193                   No
## 194                   No
## 195                  Yes
## 196                  Yes
## 197                  Yes
## 198                   No
## 199                   No
## 200                   No
## 201                  Yes
## 202                  Yes
## 203                   No
## 204                  Yes
## 205                   No
## 206                  Yes
## 207                   No
## 208                   No
## 209                   No
## 210                  Yes
## 211                   No
## 212                   No
## 213                   No
## 214                   No
## 215                   No
## 216                   No
## 217                   No
## 218                  Yes
## 219                  Yes
## 220                   No
## 221                   No
## 222                   No
## 223                  Yes
## 224                  Yes
## 225                  Yes
## 226                   No
## 227                   No
## 228                  Yes
## 229                  Yes
## 230                  Yes
## 231                  Yes
## 232                  Yes
## 233                  Yes
## 234                  Yes
## 235                   No
## 236                  Yes
## 237                  Yes
## 238                  Yes
## 239                   No
## 240                   No
## 241                  Yes
## 242                  Yes
## 243                   No
## 244                  Yes
## 245                   No
## 246                  Yes
## 247                   No
## 248                  Yes
## 249                  Yes
## 250                   No
## 251                   No
## 252                   No
## 253                   No
## 254                   No
## 255                   No
## 256                   No
## 257                   No
## 258                  Yes
## 259                   No
## 260                   No
## 261                   No
## 262                  Yes
## 263                  Yes
## 264                  Yes
## 265                  Yes
## 266                   No
## 267                  Yes
## 268                  Yes
## 269                  Yes
## 270                   No
## 271                  Yes
## 272                  Yes
## 273                  Yes
## 274                   No
## 275                  Yes
## 276                  Yes
## 277                  Yes
## 278                   No
## 279                  Yes
## 280                   No
## 281                  Yes
## 282                   No
## 283                   No
## 284                  Yes
## 285                  Yes
## 286                  Yes
## 287                  Yes
## 288                  Yes
## 289                  Yes
## 290                   No
## 291                  Yes
## 292                  Yes
## 293                   No
## 294                   No
## 295                  Yes
## 296                  Yes
## 297                   No
## 298                  Yes
## 299                  Yes
## 300                  Yes
## 301                  Yes
## 302                   No
## 303                   No
## 304                  Yes
## 305                   No
## 306                   No
## 307                  Yes
## 308                  Yes
## 309                   No
## 310                  Yes
## 311                   No
## 312                  Yes
## 313                   No
## 314                  Yes
## 315                  Yes
## 316                   No
## 317                   No
## 318                   No
## 319                  Yes
## 320                  Yes
## 321                  Yes
## 322                  Yes
## 323                   No
## 324                  Yes
## 325                   No
## 326                  Yes
## 327                  Yes
## 328                  Yes
## 329                  Yes
## 330                  Yes
## 331                   No
## 332                   No
## 333                  Yes
## 334                   No
## 335                  Yes
## 336                  Yes
## 337                  Yes
## 338                  Yes
## 339                  Yes
## 340                   No
## 341                   No
## 342                  Yes
## 343                  Yes
## 344                   No
## 345                   No
## 346                  Yes
## 347                  Yes
## 348                   No
## 349                   No
## 350                  Yes
## 351                  Yes
## 352                   No
## 353                  Yes
## 354                  Yes
## 355                  Yes
## 356                   No
## 357                  Yes
## 358                   No
## 359                  Yes
## 360                  Yes
## 361                  Yes
## 362                   No
## 363                  Yes
## 364                  Yes
## 365                   No
## 366                  Yes
## 367                  Yes
## 368                   No
## 369                   No
## 370                   No
## 371                  Yes
## 372                  Yes
## 373                   No
## 374                  Yes
## 375                  Yes
## 376                  Yes
## 377                   No
## 378                  Yes
## 379                   No
## 380                  Yes
## 381                  Yes
## 382                  Yes
## 383                  Yes
## 384                  Yes
## 385                   No
## 386                  Yes
## 387                  Yes
## 388                   No
## 389                   No
## 390                  Yes
## 391                   No
## 392                  Yes
## 393                   No
## 394                  Yes
## 395                  Yes
## 396                  Yes
## 397                  Yes
## 398                  Yes
## 399                  Yes
## 400                  Yes
## 401                   No
## 402                  Yes
## 403                   No
## 404                   No
## 405                  Yes
## 406                  Yes
## 407                  Yes
## 408                   No
## 409                  Yes
## 410                  Yes
## 411                   No
## 412                   No
## 413                  Yes
## 414                  Yes
## 415                   No
## 416                  Yes
## 417                  Yes
## 418                  Yes
## 419                  Yes
## 420                  Yes
## 421                   No
## 422                   No
## 423                   No
## 424                  Yes
## 425                  Yes
## 426                   No
## 427                   No
## 428                   No
## 429                   No
## 430                   No
## 431                  Yes
## 432                  Yes
## 433                   No
## 434                   No
## 435                   No
## 436                   No
## 437                  Yes
## 438                  Yes
## 439                  Yes
## 440                  Yes
## 441                   No
## 442                  Yes
## 443                  Yes
## 444                   No
## 445                  Yes
## 446                   No
## 447                  Yes
## 448                  Yes
## 449                  Yes
## 450                   No
## 451                  Yes
## 452                   No
## 453                   No
## 454                   No
## 455                   No
## 456                  Yes
## 457                  Yes
## 458                   No
## 459                   No
## 460                  Yes
## 461                   No
## 462                  Yes
## 463                  Yes
## 464                  Yes
## 465                  Yes
## 466                   No
## 467                  Yes
## 468                   No
## 469                  Yes
## 470                  Yes
## 471                  Yes
## 472                   No
## 473                  Yes
## 474                   No
## 475                  Yes
## 476                  Yes
## 477                   No
## 478                  Yes
## 479                   No
## 480                   No
## 481                  Yes
## 482                   No
## 483                   No
## 484                  Yes
## 485                   No
## 486                   No
## 487                   No
## 488                  Yes
## 489                   No
## 490                   No
## 491                  Yes
## 492                  Yes
## 493                  Yes
## 494                   No
## 495                  Yes
## 496                  Yes
## 497                   No
## 498                  Yes
## 499                  Yes
## 500                  Yes
## 501                  Yes
## 502                   No
## 503                  Yes
## 504                   No
## 505                   No
## 506                  Yes
## 507                  Yes
## 508                   No
## 509                   No
## 510                  Yes
## 511                  Yes
## 512                   No
## 513                   No
## 514                  Yes
## 515                   No
## 516                  Yes
## 517                  Yes
## 518                  Yes
## 519                   No
## 520                  Yes
## 521                  Yes
## 522                   No
## 523                  Yes
## 524                  Yes
## 525                   No
## 526                  Yes
## 527                  Yes
## 528                   No
## 529                  Yes
## 530                  Yes
## 531                  Yes
## 532                   No
## 533                  Yes
## 534                   No
## 535                   No
## 536                   No
## 537                  Yes
## 538                  Yes
## 539                   No
## 540                   No
## 541                  Yes
## 542                   No
## 543                   No
## 544                   No
## 545                   No
## 546                   No
## 547                  Yes
## 548                  Yes
## 549                  Yes
## 550                  Yes
## 551                  Yes
## 552                   No
## 553                  Yes
## 554                  Yes
## 555                  Yes
## 556                  Yes
## 557                  Yes
## 558                   No
## 559                  Yes
## 560                  Yes
## 561                  Yes
## 562                  Yes
## 563                   No
## 564                  Yes
## 565                  Yes
## 566                  Yes
## 567                  Yes
## 568                  Yes
## 569                  Yes
## 570                  Yes
## 571                   No
## 572                   No
## 573                  Yes
## 574                   No
## 575                  Yes
## 576                  Yes
## 577                   No
## 578                  Yes
## 579                   No
## 580                  Yes
## 581                  Yes
## 582                  Yes
## 583                  Yes
## 584                  Yes
## 585                  Yes
## 586                  Yes
## 587                  Yes
## 588                  Yes
## 589                  Yes
## 590                  Yes
## 591                   No
## 592                   No
## 593                  Yes
## 594                  Yes
## 595                   No
## 596                   No
## 597                   No
## 598                  Yes
## 599                   No
## 600                  Yes
## 601                   No
## 602                  Yes
## 603                   No
## 604                  Yes
## 605                  Yes
## 606                   No
## 607                  Yes
## 608                   No
## 609                  Yes
## 610                  Yes
## 611                  Yes
## 612                   No
## 613                  Yes
## 614                  Yes
## 615                  Yes
## 616                  Yes
## 617                   No
## 618                   No
## 619                  Yes
## 620                  Yes
## 621                   No
## 622                  Yes
## 623                   No
## 624                   No
## 625                   No
## 626                  Yes
## 627                   No
## 628                  Yes
## 629                  Yes
## 630                  Yes
## 631                  Yes
## 632                  Yes
## 633                   No
## 634                  Yes
## 635                  Yes
## 636                  Yes
## 637                   No
## 638                  Yes
## 639                  Yes
## 640                  Yes
## 641                   No
## 642                  Yes
## 643                  Yes
## 644                  Yes
## 645                  Yes
## 646                  Yes
## 647                   No
## 648                  Yes
## 649                  Yes
## 650                   No
## 651                  Yes
## 652                   No
## 653                  Yes
## 654                  Yes
## 655                   No
## 656                  Yes
## 657                  Yes
## 658                   No
## 659                  Yes
## 660                  Yes
## 661                  Yes
## 662                  Yes
## 663                   No
## 664                  Yes
## 665                   No
## 666                   No
## 667                  Yes
## 668                   No
## 669                   No
## 670                  Yes
## 671                   No
## 672                   No
## 673                  Yes
## 674                  Yes
## 675                   No
## 676                  Yes
## 677                  Yes
## 678                  Yes
## 679                   No
## 680                   No
## 681                  Yes
## 682                  Yes
## 683                  Yes
## 684                   No
## 685                  Yes
## 686                  Yes
## 687                  Yes
## 688                   No
## 689                   No
## 690                  Yes
## 691                  Yes
## 692                  Yes
## 693                   No
## 694                   No
## 695                  Yes
## 696                   No
## 697                  Yes
## 698                  Yes
## 699                  Yes
## 700                   No
## 701                   No
## 702                   No
## 703                  Yes
## 704                   No
## 705                   No
## 706                  Yes
## 707                   No
## 708                   No
## 709                  Yes
## 710                  Yes
## 711                   No
## 712                   No
## 713                   No
## 714                  Yes
## 715                  Yes
## 716                   No
## 717                  Yes
## 718                  Yes
## 719                  Yes
## 720                   No
## 721                  Yes
## 722                  Yes
## 723                   No
## 724                   No
## 725                  Yes
## 726                  Yes
## 727                  Yes
## 728                  Yes
## 729                  Yes
## 730                   No
## 731                  Yes
## 732                   No
## 733                   No
## 734                  Yes
## 735                   No
## 736                  Yes
## 737                  Yes
## 738                   No
## 739                   No
## 740                  Yes
## 741                   No
## 742                  Yes
## 743                  Yes
## 744                  Yes
## 745                  Yes
## 746                   No
## 747                  Yes
## 748                  Yes
## 749                  Yes
## 750                   No
## 751                  Yes
## 752                  Yes
## 753                  Yes
## 754                   No
## 755                  Yes
## 756                  Yes
## 757                   No
## 758                  Yes
## 759                  Yes
## 760                  Yes
## 761                  Yes
## 762                   No
## 763                  Yes
## 764                  Yes
## 765                  Yes
## 766                  Yes
## 767                   No
## 768                  Yes
## 769                   No
## 770                  Yes
## 771                  Yes
## 772                  Yes
## 773                   No
## 774                   No
## 775                  Yes
## 776                  Yes
## 777                  Yes
## 778                  Yes
## 779                  Yes
## 780                  Yes
## 781                  Yes
## 782                  Yes
## 783                  Yes
## 784                  Yes
## 785                   No
## 786                  Yes
## 787                  Yes
## 788                  Yes
## 789                  Yes
## 790                  Yes
## 791                   No
## 792                  Yes
## 793                  Yes
## 794                  Yes
## 795                  Yes
## 796                   No
## 797                  Yes
## 798                   No
## 799                  Yes
## 800                  Yes
## 801                   No
## 802                  Yes
## 803                   No
## 804                  Yes
## 805                  Yes
## 806                  Yes
## 807                   No
## 808                   No
## 809                  Yes
## 810                  Yes
## 811                  Yes
## 812                   No
## 813                   No
## 814                  Yes
## 815                   No
## 816                  Yes
## 817                   No
## 818                  Yes
## 819                  Yes
## 820                  Yes
## 821                   No
## 822                   No
## 823                  Yes
## 824                   No
## 825                  Yes
## 826                  Yes
## 827                  Yes
## 828                   No
## 829                  Yes
## 830                  Yes
## 831                  Yes
## 832                   No
## 833                  Yes
## 834                   No
## 835                  Yes
## 836                  Yes
## 837                  Yes
## 838                  Yes
## 839                   No
## 840                  Yes
## 841                  Yes
## 842                  Yes
## 843                   No
## 844                  Yes
## 845                  Yes
## 846                  Yes
## 847                  Yes
## 848                   No
## 849                   No
## 850                   No
## 851                   No
## 852                  Yes
## 853                   No
## 854                  Yes
## 855                   No
## 856                  Yes
## 857                  Yes
## 858                   No
## 859                   No
## 860                  Yes
## 861                   No
## 862                   No
## 863                  Yes
## 864                  Yes
## 865                   No
## 866                  Yes
## 867                   No
## 868                  Yes
## 869                   No
## 870                   No
## 871                   No
## 872                   No
## 873                   No
## 874                  Yes
## 875                   No
## 876                   No
## 877                  Yes
## 878                  Yes
## 879                   No
## 880                  Yes
## 881                  Yes
## 882                  Yes
## 883                   No
## 884                  Yes
## 885                  Yes
## 886                  Yes
## 887                   No
## 888                   No
## 889                  Yes
## 890                   No
## 891                  Yes
## 892                  Yes
## 893                   No
## 894                   No
## 895                   No
## 896                   No
## 897                  Yes
## 898                  Yes
## 899                  Yes
## 900                  Yes
## 901                  Yes
## 902                  Yes
## 903                  Yes
## 904                  Yes
## 905                  Yes
## 906                   No
## 907                  Yes
## 908                  Yes
## 909                  Yes
## 910                  Yes
## 911                   No
## 912                   No
## 913                   No
## 914                  Yes
## 915                   No
## 916                  Yes
## 917                   No
## 918                   No
## 919                   No
## 920                   No
## 921                   No
## 922                  Yes
## 923                  Yes
## 924                   No
## 925                  Yes
## 926                   No
## 927                   No
## 928                  Yes
## 929                  Yes
## 930                  Yes
## 931                   No
## 932                  Yes
## 933                   No
## 934                   No
## 935                  Yes
## 936                   No
## 937                  Yes
## 938                   No
## 939                  Yes
## 940                   No
## 941                  Yes
## 942                  Yes
## 943                   No
## 944                   No
## 945                  Yes
## 946                   No
## 947                  Yes
## 948                   No
## 949                  Yes
## 950                  Yes
## 951                  Yes
## 952                  Yes
## 953                   No
## 954                  Yes
## 955                   No
## 956                   No
## 957                  Yes
## 958                  Yes
## 959                  Yes
## 960                   No
## 961                  Yes
## 962                  Yes
## 963                  Yes
## 964                  Yes
## 965                   No
## 966                   No
## 967                  Yes
## 968                   No
## 969                   No
## 970                   No
## 971                  Yes
## 972                  Yes
## 973                  Yes
## 974                  Yes
## 975                  Yes
## 976                  Yes
## 977                   No
## 978                  Yes
## 979                   No
## 980                   No
## 981                  Yes
## 982                  Yes
## 983                  Yes
## 984                  Yes
## 985                  Yes
## 986                   No
## 987                   No
## 988                  Yes
## 989                   No
## 990                  Yes
## 991                  Yes
## 992                  Yes
## 993                  Yes
## 994                  Yes
## 995                   No
## 996                  Yes
## 997                  Yes
## 998                  Yes
## 999                  Yes
## 1000                 Yes
## 1001                  No
## 1002                 Yes
## 1003                  No
## 1004                 Yes
## 1005                 Yes
## 1006                  No
## 1007                 Yes
## 1008                 Yes
## 1009                 Yes
## 1010                 Yes
## 1011                 Yes
## 1012                  No
## 1013                 Yes
## 1014                 Yes
## 1015                  No
## 1016                 Yes
## 1017                  No
## 1018                  No
## 1019                 Yes
## 1020                  No
## 1021                  No
## 1022                 Yes
## 1023                  No
## 1024                 Yes
## 1025                 Yes
## 1026                 Yes
## 1027                  No
## 1028                 Yes
## 1029                 Yes
## 1030                 Yes
## 1031                  No
## 1032                 Yes
## 1033                 Yes
## 1034                 Yes
## 1035                 Yes
## 1036                 Yes
## 1037                 Yes
## 1038                 Yes
## 1039                  No
## 1040                 Yes
## 1041                 Yes
## 1042                 Yes
## 1043                 Yes
## 1044                 Yes
## 1045                 Yes
## 1046                 Yes
## 1047                 Yes
## 1048                  No
## 1049                  No
## 1050                 Yes
## 1051                 Yes
## 1052                  No
## 1053                 Yes
## 1054                  No
## 1055                 Yes
## 1056                 Yes
## 1057                  No
## 1058                 Yes
## 1059                 Yes
## 1060                 Yes
## 1061                 Yes
## 1062                  No
## 1063                  No
## 1064                  No
## 1065                 Yes
## 1066                 Yes
## 1067                  No
## 1068                 Yes
## 1069                 Yes
## 1070                 Yes
## 1071                  No
## 1072                  No
## 1073                 Yes
## 1074                 Yes
## 1075                  No
## 1076                 Yes
## 1077                 Yes
## 1078                 Yes
## 1079                 Yes
## 1080                 Yes
## 1081                 Yes
## 1082                 Yes
## 1083                 Yes
## 1084                  No
## 1085                  No
## 1086                  No
## 1087                  No
## 1088                 Yes
## 1089                 Yes
## 1090                 Yes
## 1091                 Yes
## 1092                  No
## 1093                  No
## 1094                  No
## 1095                 Yes
## 1096                 Yes
## 1097                 Yes
## 1098                 Yes
## 1099                 Yes
## 1100                 Yes
## 1101                  No
## 1102                 Yes
## 1103                 Yes
## 1104                 Yes
## 1105                  No
## 1106                 Yes
## 1107                  No
## 1108                  No
## 1109                 Yes
## 1110                  No
## 1111                  No
## 1112                 Yes
## 1113                 Yes
## 1114                 Yes
## 1115                 Yes
## 1116                  No
## 1117                  No
## 1118                 Yes
## 1119                 Yes
## 1120                  No
## 1121                 Yes
## 1122                 Yes
## 1123                 Yes
## 1124                 Yes
## 1125                 Yes
## 1126                  No
## 1127                  No
## 1128                 Yes
## 1129                 Yes
## 1130                  No
## 1131                  No
## 1132                 Yes
## 1133                 Yes
## 1134                 Yes
## 1135                  No
## 1136                 Yes
## 1137                 Yes
## 1138                 Yes
## 1139                  No
## 1140                  No
## 1141                  No
## 1142                  No
## 1143                 Yes
## 1144                  No
## 1145                 Yes
## 1146                 Yes
## 1147                  No
## 1148                 Yes
## 1149                 Yes
## 1150                  No
## 1151                  No
## 1152                 Yes
## 1153                 Yes
## 1154                 Yes
## 1155                 Yes
## 1156                 Yes
## 1157                 Yes
## 1158                 Yes
## 1159                 Yes
## 1160                 Yes
## 1161                 Yes
## 1162                 Yes
## 1163                  No
## 1164                 Yes
## 1165                  No
## 1166                 Yes
## 1167                  No
## 1168                 Yes
## 1169                  No
## 1170                 Yes
## 1171                  No
## 1172                 Yes
## 1173                  No
## 1174                 Yes
## 1175                 Yes
## 1176                 Yes
## 1177                  No
## 1178                 Yes
## 1179                 Yes
## 1180                 Yes
## 1181                 Yes
## 1182                 Yes
## 1183                 Yes
## 1184                  No
## 1185                 Yes
## 1186                  No
## 1187                  No
## 1188                 Yes
## 1189                 Yes
## 1190                  No
## 1191                  No
## 1192                 Yes
## 1193                 Yes
## 1194                  No
## 1195                 Yes
## 1196                 Yes
## 1197                 Yes
## 1198                 Yes
## 1199                 Yes
## 1200                 Yes
## 1201                 Yes
## 1202                  No
## 1203                  No
## 1204                  No
## 1205                 Yes
## 1206                 Yes
## 1207                 Yes
## 1208                  No
## 1209                 Yes
## 1210                  No
## 1211                 Yes
## 1212                 Yes
## 1213                 Yes
## 1214                  No
## 1215                  No
## 1216                  No
## 1217                 Yes
## 1218                 Yes
## 1219                  No
## 1220                  No
## 1221                 Yes
## 1222                  No
## 1223                  No
## 1224                 Yes
## 1225                  No
## 1226                 Yes
## 1227                 Yes
## 1228                 Yes
## 1229                  No
## 1230                  No
## 1231                 Yes
## 1232                  No
## 1233                 Yes
## 1234                 Yes
## 1235                 Yes
## 1236                  No
## 1237                  No
## 1238                  No
## 1239                  No
## 1240                 Yes
## 1241                 Yes
## 1242                 Yes
## 1243                 Yes
## 1244                 Yes
## 1245                 Yes
## 1246                  No
## 1247                  No
## 1248                 Yes
## 1249                  No
## 1250                  No
## 1251                  No
## 1252                  No
## 1253                  No
## 1254                 Yes
## 1255                 Yes
## 1256                 Yes
## 1257                  No
## 1258                 Yes
## 1259                  No
## 1260                  No
## 1261                  No
## 1262                  No
## 1263                  No
## 1264                 Yes
## 1265                  No
## 1266                 Yes
## 1267                  No
## 1268                 Yes
## 1269                  No
## 1270                  No
## 1271                  No
## 1272                 Yes
## 1273                 Yes
## 1274                  No
## 1275                  No
## 1276                  No
## 1277                  No
## 1278                 Yes
## 1279                 Yes
## 1280                 Yes
## 1281                 Yes
## 1282                  No
## 1283                 Yes
## 1284                  No
## 1285                 Yes
## 1286                 Yes
## 1287                 Yes
## 1288                 Yes
## 1289                  No
## 1290                 Yes
## 1291                 Yes
## 1292                 Yes
## 1293                  No
## 1294                  No
## 1295                 Yes
## 1296                 Yes
## 1297                  No
## 1298                 Yes
## 1299                 Yes
## 1300                 Yes
## 1301                  No
## 1302                  No
## 1303                  No
## 1304                 Yes
## 1305                  No
## 1306                 Yes
## 1307                 Yes
## 1308                 Yes
## 1309                  No
## 1310                 Yes
## 1311                 Yes
## 1312                  No
## 1313                 Yes
## 1314                  No
## 1315                  No
## 1316                  No
## 1317                  No
## 1318                  No
## 1319                  No
## 1320                  No
## 1321                 Yes
## 1322                 Yes
## 1323                 Yes
## 1324                 Yes
## 1325                 Yes
## 1326                  No
## 1327                 Yes
## 1328                  No
## 1329                  No
## 1330                 Yes
## 1331                 Yes
## 1332                  No
## 1333                  No
## 1334                 Yes
## 1335                 Yes
## 1336                 Yes
## 1337                 Yes
## 1338                 Yes
## 1339                 Yes
## 1340                  No
## 1341                 Yes
## 1342                 Yes
## 1343                 Yes
## 1344                 Yes
## 1345                  No
## 1346                  No
## 1347                  No
## 1348                  No
## 1349                 Yes
## 1350                  No
## 1351                 Yes
## 1352                 Yes
## 1353                 Yes
## 1354                 Yes
## 1355                  No
## 1356                  No
## 1357                 Yes
## 1358                  No
## 1359                 Yes
## 1360                 Yes
## 1361                 Yes
## 1362                 Yes
## 1363                  No
## 1364                 Yes
## 1365                 Yes
## 1366                  No
## 1367                  No
## 1368                  No
## 1369                  No
## 1370                  No
## 1371                 Yes
## 1372                 Yes
## 1373                 Yes
## 1374                  No
## 1375                  No
## 1376                 Yes
## 1377                 Yes
## 1378                  No
## 1379                  No
## 1380                 Yes
## 1381                 Yes
## 1382                 Yes
## 1383                  No
## 1384                 Yes
## 1385                  No
## 1386                  No
## 1387                 Yes
## 1388                 Yes
## 1389                  No
## 1390                  No
## 1391                 Yes
## 1392                  No
## 1393                 Yes
## 1394                 Yes
## 1395                 Yes
## 1396                 Yes
## 1397                 Yes
## 1398                  No
## 1399                 Yes
## 1400                 Yes
## 1401                  No
## 1402                 Yes
## 1403                 Yes
## 1404                  No
## 1405                 Yes
## 1406                  No
## 1407                  No
## 1408                  No
## 1409                  No
## 1410                  No
## 1411                  No
## 1412                  No
## 1413                 Yes
## 1414                  No
## 1415                 Yes
## 1416                  No
## 1417                 Yes
## 1418                 Yes
## 1419                 Yes
## 1420                 Yes
## 1421                  No
## 1422                  No
## 1423                 Yes
## 1424                 Yes
## 1425                  No
## 1426                 Yes
## 1427                 Yes
## 1428                  No
## 1429                 Yes
## 1430                  No
## 1431                  No
## 1432                  No
## 1433                  No
## 1434                  No
## 1435                  No
## 1436                 Yes
## 1437                 Yes
## 1438                  No
## 1439                  No
## 1440                  No
## 1441                  No
## 1442                  No
## 1443                 Yes
## 1444                  No
## 1445                  No
## 1446                  No
## 1447                 Yes
## 1448                 Yes
## 1449                  No
## 1450                 Yes
## 1451                  No
## 1452                  No
## 1453                  No
## 1454                  No
## 1455                  No
## 1456                 Yes
## 1457                  No
## 1458                  No
## 1459                  No
## 1460                 Yes
## 1461                  No
## 1462                 Yes
## 1463                  No
## 1464                 Yes
## 1465                 Yes
## 1466                 Yes
## 1467                 Yes
## 1468                  No
## 1469                 Yes
## 1470                  No
## 1471                 Yes
## 1472                  No
## 1473                 Yes
## 1474                 Yes
## 1475                  No
## 1476                 Yes
## 1477                 Yes
## 1478                  No
## 1479                  No
## 1480                  No
## 1481                 Yes
## 1482                 Yes
## 1483                  No
## 1484                 Yes
## 1485                  No
## 1486                 Yes
## 1487                 Yes
## 1488                  No
## 1489                  No
## 1490                  No
## 1491                 Yes
## 1492                 Yes
## 1493                 Yes
## 1494                 Yes
## 1495                 Yes
## 1496                 Yes
## 1497                 Yes
## 1498                 Yes
## 1499                 Yes
## 1500                 Yes
## 1501                  No
## 1502                  No
## 1503                 Yes
## 1504                  No
## 1505                  No
## 1506                 Yes
## 1507                 Yes
## 1508                  No
## 1509                 Yes
## 1510                 Yes
## 1511                 Yes
## 1512                 Yes
## 1513                  No
## 1514                 Yes
## 1515                 Yes
## 1516                 Yes
## 1517                 Yes
## 1518                  No
## 1519                 Yes
## 1520                 Yes
## 1521                  No
## 1522                  No
## 1523                 Yes
## 1524                  No
## 1525                 Yes
## 1526                 Yes
## 1527                  No
## 1528                  No
## 1529                 Yes
## 1530                 Yes
## 1531                 Yes
## 1532                 Yes
## 1533                  No
## 1534                  No
## 1535                 Yes
## 1536                  No
## 1537                 Yes
## 1538                 Yes
## 1539                  No
## 1540                 Yes
## 1541                  No
## 1542                 Yes
## 1543                  No
## 1544                 Yes
## 1545                 Yes
## 1546                  No
## 1547                 Yes
## 1548                  No
## 1549                 Yes
## 1550                 Yes
## 1551                 Yes
## 1552                 Yes
## 1553                 Yes
## 1554                 Yes
## 1555                  No
## 1556                 Yes
## 1557                 Yes
## 1558                  No
## 1559                 Yes
## 1560                 Yes
## 1561                  No
## 1562                 Yes
## 1563                 Yes
## 1564                  No
## 1565                 Yes
## 1566                  No
## 1567                 Yes
## 1568                 Yes
## 1569                 Yes
## 1570                  No
## 1571                  No
## 1572                  No
## 1573                 Yes
## 1574                 Yes
## 1575                 Yes
## 1576                  No
## 1577                  No
## 1578                 Yes
## 1579                 Yes
## 1580                  No
## 1581                  No
## 1582                 Yes
## 1583                 Yes
## 1584                  No
## 1585                 Yes
## 1586                 Yes
## 1587                  No
## 1588                 Yes
## 1589                 Yes
## 1590                 Yes
## 1591                  No
## 1592                  No
## 1593                  No
## 1594                 Yes
## 1595                  No
## 1596                  No
## 1597                 Yes
## 1598                 Yes
## 1599                  No
## 1600                  No
## 1601                 Yes
## 1602                 Yes
## 1603                 Yes
## 1604                 Yes
## 1605                 Yes
## 1606                  No
## 1607                  No
## 1608                  No
## 1609                 Yes
## 1610                 Yes
## 1611                 Yes
## 1612                  No
## 1613                 Yes
## 1614                  No
## 1615                 Yes
## 1616                  No
## 1617                 Yes
## 1618                  No
## 1619                  No
## 1620                 Yes
## 1621                  No
## 1622                 Yes
## 1623                  No
## 1624                 Yes
## 1625                 Yes
## 1626                  No
## 1627                 Yes
## 1628                 Yes
## 1629                 Yes
## 1630                  No
## 1631                 Yes
## 1632                 Yes
## 1633                 Yes
## 1634                 Yes
## 1635                 Yes
## 1636                 Yes
## 1637                 Yes
## 1638                  No
## 1639                  No
## 1640                 Yes
## 1641                  No
## 1642                 Yes
## 1643                  No
## 1644                  No
## 1645                  No
## 1646                 Yes
## 1647                 Yes
## 1648                 Yes
## 1649                 Yes
## 1650                  No
## 1651                 Yes
## 1652                 Yes
## 1653                  No
## 1654                  No
## 1655                  No
## 1656                 Yes
## 1657                 Yes
## 1658                 Yes
## 1659                  No
## 1660                 Yes
## 1661                  No
## 1662                 Yes
## 1663                 Yes
## 1664                 Yes
## 1665                 Yes
## 1666                 Yes
## 1667                 Yes
## 1668                 Yes
## 1669                  No
## 1670                  No
## 1671                 Yes
## 1672                 Yes
## 1673                  No
## 1674                 Yes
## 1675                 Yes
## 1676                  No
## 1677                  No
## 1678                 Yes
## 1679                 Yes
## 1680                 Yes
## 1681                 Yes
## 1682                 Yes
## 1683                 Yes
## 1684                 Yes
## 1685                  No
## 1686                 Yes
## 1687                  No
## 1688                 Yes
## 1689                  No
## 1690                 Yes
## 1691                 Yes
## 1692                  No
## 1693                 Yes
## 1694                  No
## 1695                  No
## 1696                 Yes
## 1697                 Yes
## 1698                  No
## 1699                  No
## 1700                  No
## 1701                 Yes
## 1702                 Yes
## 1703                 Yes
## 1704                 Yes
## 1705                 Yes
## 1706                 Yes
## 1707                  No
## 1708                 Yes
## 1709                 Yes
## 1710                 Yes
## 1711                 Yes
## 1712                  No
## 1713                 Yes
## 1714                 Yes
## 1715                  No
## 1716                 Yes
## 1717                  No
## 1718                 Yes
## 1719                  No
## 1720                 Yes
## 1721                 Yes
## 1722                 Yes
## 1723                 Yes
## 1724                  No
## 1725                 Yes
## 1726                 Yes
## 1727                 Yes
## 1728                  No
## 1729                  No
## 1730                  No
## 1731                  No
## 1732                  No
## 1733                  No
## 1734                 Yes
## 1735                 Yes
## 1736                  No
## 1737                 Yes
## 1738                  No
## 1739                 Yes
## 1740                 Yes
## 1741                  No
## 1742                  No
## 1743                 Yes
## 1744                  No
## 1745                 Yes
## 1746                  No
## 1747                 Yes
## 1748                 Yes
## 1749                  No
## 1750                  No
## 1751                 Yes
## 1752                 Yes
## 1753                 Yes
## 1754                 Yes
## 1755                 Yes
## 1756                  No
## 1757                  No
## 1758                  No
## 1759                 Yes
## 1760                 Yes
## 1761                  No
## 1762                  No
## 1763                 Yes
## 1764                  No
## 1765                 Yes
## 1766                 Yes
## 1767                 Yes
## 1768                  No
## 1769                  No
## 1770                 Yes
## 1771                  No
## 1772                  No
## 1773                 Yes
## 1774                  No
## 1775                 Yes
## 1776                 Yes
## 1777                 Yes
## 1778                  No
## 1779                  No
## 1780                 Yes
## 1781                 Yes
## 1782                 Yes
## 1783                 Yes
## 1784                 Yes
## 1785                  No
## 1786                 Yes
## 1787                 Yes
## 1788                  No
## 1789                  No
## 1790                  No
## 1791                  No
## 1792                 Yes
## 1793                  No
## 1794                 Yes
## 1795                 Yes
## 1796                  No
## 1797                  No
## 1798                 Yes
## 1799                  No
## 1800                  No
## 1801                 Yes
## 1802                 Yes
## 1803                  No
## 1804                  No
## 1805                  No
## 1806                 Yes
## 1807                 Yes
## 1808                 Yes
## 1809                 Yes
## 1810                 Yes
## 1811                 Yes
## 1812                  No
## 1813                 Yes
## 1814                  No
## 1815                  No
## 1816                 Yes
## 1817                  No
## 1818                 Yes
## 1819                 Yes
## 1820                 Yes
## 1821                 Yes
## 1822                 Yes
## 1823                 Yes
## 1824                 Yes
## 1825                  No
## 1826                 Yes
## 1827                 Yes
## 1828                 Yes
## 1829                 Yes
## 1830                 Yes
## 1831                 Yes
## 1832                  No
## 1833                 Yes
## 1834                 Yes
## 1835                 Yes
## 1836                 Yes
## 1837                  No
## 1838                  No
## 1839                 Yes
## 1840                 Yes
## 1841                  No
## 1842                  No
## 1843                  No
## 1844                 Yes
## 1845                 Yes
## 1846                  No
## 1847                 Yes
## 1848                  No
## 1849                 Yes
## 1850                  No
## 1851                 Yes
## 1852                  No
## 1853                  No
## 1854                  No
## 1855                 Yes
## 1856                  No
## 1857                 Yes
## 1858                  No
## 1859                  No
## 1860                 Yes
## 1861                 Yes
## 1862                 Yes
## 1863                 Yes
## 1864                 Yes
## 1865                 Yes
## 1866                  No
## 1867                 Yes
## 1868                  No
## 1869                  No
## 1870                 Yes
## 1871                 Yes
## 1872                 Yes
## 1873                  No
## 1874                 Yes
## 1875                  No
## 1876                  No
## 1877                 Yes
## 1878                  No
## 1879                 Yes
## 1880                 Yes
## 1881                  No
## 1882                 Yes
## 1883                  No
## 1884                 Yes
## 1885                 Yes
## 1886                 Yes
## 1887                 Yes
## 1888                 Yes
## 1889                 Yes
## 1890                  No
## 1891                 Yes
## 1892                  No
## 1893                  No
## 1894                 Yes
## 1895                 Yes
## 1896                 Yes
## 1897                 Yes
## 1898                 Yes
## 1899                 Yes
## 1900                 Yes
## 1901                  No
## 1902                 Yes
## 1903                 Yes
## 1904                 Yes
## 1905                  No
## 1906                  No
## 1907                  No
## 1908                 Yes
## 1909                 Yes
## 1910                 Yes
## 1911                  No
## 1912                  No
## 1913                  No
## 1914                 Yes
## 1915                 Yes
## 1916                 Yes
## 1917                  No
## 1918                 Yes
## 1919                  No
## 1920                 Yes
## 1921                  No
## 1922                  No
## 1923                  No
## 1924                  No
## 1925                 Yes
## 1926                  No
## 1927                 Yes
## 1928                 Yes
## 1929                 Yes
## 1930                 Yes
## 1931                  No
## 1932                 Yes
## 1933                  No
## 1934                 Yes
## 1935                  No
## 1936                  No
## 1937                 Yes
## 1938                 Yes
## 1939                 Yes
## 1940                 Yes
## 1941                  No
## 1942                  No
## 1943                 Yes
## 1944                 Yes
## 1945                  No
## 1946                  No
## 1947                 Yes
## 1948                 Yes
## 1949                  No
## 1950                  No
## 1951                 Yes
## 1952                 Yes
## 1953                  No
## 1954                  No
## 1955                 Yes
## 1956                 Yes
## 1957                  No
## 1958                  No
## 1959                  No
## 1960                 Yes
## 1961                 Yes
## 1962                 Yes
## 1963                 Yes
## 1964                 Yes
## 1965                  No
## 1966                 Yes
## 1967                  No
## 1968                  No
## 1969                 Yes
## 1970                  No
## 1971                 Yes
## 1972                  No
## 1973                  No
## 1974                 Yes
## 1975                  No
## 1976                  No
## 1977                 Yes
## 1978                  No
## 1979                  No
## 1980                 Yes
## 1981                 Yes
## 1982                 Yes
## 1983                 Yes
## 1984                  No
## 1985                 Yes
## 1986                  No
## 1987                  No
## 1988                 Yes
## 1989                  No
## 1990                 Yes
## 1991                  No
## 1992                 Yes
## 1993                 Yes
## 1994                 Yes
## 1995                  No
## 1996                  No
## 1997                 Yes
## 1998                 Yes
## 1999                 Yes
## 2000                 Yes
## 2001                  No
## 2002                 Yes
## 2003                 Yes
## 2004                 Yes
## 2005                  No
## 2006                  No
## 2007                 Yes
## 2008                 Yes
## 2009                 Yes
## 2010                 Yes
## 2011                  No
## 2012                 Yes
## 2013                 Yes
## 2014                 Yes
## 2015                  No
## 2016                 Yes
## 2017                 Yes
## 2018                 Yes
## 2019                  No
## 2020                 Yes
## 2021                 Yes
## 2022                  No
## 2023                  No
## 2024                 Yes
## 2025                  No
## 2026                 Yes
## 2027                  No
## 2028                  No
## 2029                 Yes
## 2030                  No
## 2031                 Yes
## 2032                 Yes
## 2033                 Yes
## 2034                  No
## 2035                  No
## 2036                  No
## 2037                 Yes
## 2038                 Yes
## 2039                  No
## 2040                 Yes
## 2041                 Yes
## 2042                 Yes
## 2043                  No
## 2044                 Yes
## 2045                  No
## 2046                  No
## 2047                 Yes
## 2048                 Yes
## 2049                 Yes
## 2050                  No
## 2051                 Yes
## 2052                  No
## 2053                 Yes
## 2054                  No
## 2055                 Yes
## 2056                  No
## 2057                  No
## 2058                 Yes
## 2059                  No
## 2060                  No
## 2061                  No
## 2062                 Yes
## 2063                 Yes
## 2064                 Yes
## 2065                 Yes
## 2066                 Yes
## 2067                 Yes
## 2068                  No
## 2069                  No
## 2070                 Yes
## 2071                  No
## 2072                 Yes
## 2073                 Yes
## 2074                 Yes
## 2075                 Yes
## 2076                 Yes
## 2077                  No
## 2078                 Yes
## 2079                 Yes
## 2080                 Yes
## 2081                  No
## 2082                 Yes
## 2083                 Yes
## 2084                 Yes
## 2085                  No
## 2086                  No
## 2087                 Yes
## 2088                 Yes
## 2089                 Yes
## 2090                 Yes
## 2091                  No
## 2092                  No
## 2093                 Yes
## 2094                 Yes
## 2095                  No
## 2096                  No
## 2097                 Yes
## 2098                 Yes
## 2099                 Yes
## 2100                 Yes
## 2101                 Yes
## 2102                 Yes
## 2103                  No
## 2104                 Yes
## 2105                  No
## 2106                 Yes
## 2107                 Yes
## 2108                 Yes
## 2109                 Yes
## 2110                 Yes
## 2111                  No
## 2112                  No
## 2113                  No
## 2114                 Yes
## 2115                  No
## 2116                 Yes
## 2117                  No
## 2118                 Yes
## 2119                 Yes
## 2120                 Yes
## 2121                 Yes
## 2122                  No
## 2123                 Yes
## 2124                  No
## 2125                 Yes
## 2126                 Yes
## 2127                 Yes
## 2128                  No
## 2129                  No
## 2130                  No
## 2131                 Yes
## 2132                  No
## 2133                  No
## 2134                  No
## 2135                 Yes
## 2136                 Yes
## 2137                 Yes
## 2138                  No
## 2139                 Yes
## 2140                  No
## 2141                 Yes
## 2142                 Yes
## 2143                 Yes
## 2144                  No
## 2145                 Yes
## 2146                 Yes
## 2147                 Yes
## 2148                 Yes
## 2149                  No
## 2150                 Yes
## 2151                 Yes
## 2152                 Yes
## 2153                 Yes
## 2154                  No
## 2155                 Yes
## 2156                  No
## 2157                 Yes
## 2158                 Yes
## 2159                 Yes
## 2160                 Yes
## 2161                 Yes
## 2162                  No
## 2163                 Yes
## 2164                  No
## 2165                 Yes
## 2166                  No
## 2167                 Yes
## 2168                  No
## 2169                  No
## 2170                 Yes
## 2171                 Yes
## 2172                  No
## 2173                 Yes
## 2174                 Yes
## 2175                  No
## 2176                 Yes
## 2177                 Yes
## 2178                  No
## 2179                 Yes
## 2180                 Yes
## 2181                  No
## 2182                 Yes
## 2183                  No
## 2184                 Yes
## 2185                 Yes
## 2186                 Yes
## 2187                  No
## 2188                 Yes
## 2189                  No
## 2190                 Yes
## 2191                 Yes
## 2192                 Yes
## 2193                  No
## 2194                  No
## 2195                  No
## 2196                  No
## 2197                  No
## 2198                 Yes
## 2199                 Yes
## 2200                  No
## 2201                 Yes
## 2202                  No
## 2203                  No
## 2204                  No
## 2205                 Yes
## 2206                  No
## 2207                  No
## 2208                  No
## 2209                 Yes
## 2210                  No
## 2211                  No
## 2212                 Yes
## 2213                  No
## 2214                 Yes
## 2215                 Yes
## 2216                 Yes
## 2217                 Yes
## 2218                 Yes
## 2219                  No
## 2220                 Yes
## 2221                  No
## 2222                 Yes
## 2223                  No
## 2224                  No
## 2225                 Yes
## 2226                 Yes
## 2227                 Yes
## 2228                 Yes
## 2229                  No
## 2230                  No
## 2231                  No
## 2232                 Yes
## 2233                 Yes
## 2234                 Yes
## 2235                 Yes
## 2236                 Yes
## 2237                 Yes
## 2238                 Yes
## 2239                  No
## 2240                  No
## 2241                 Yes
## 2242                 Yes
## 2243                  No
## 2244                  No
## 2245                 Yes
## 2246                  No
## 2247                  No
## 2248                 Yes
## 2249                 Yes
## 2250                 Yes
## 2251                  No
## 2252                 Yes
## 2253                 Yes
## 2254                 Yes
## 2255                  No
## 2256                  No
## 2257                  No
## 2258                 Yes
## 2259                  No
## 2260                 Yes
## 2261                  No
## 2262                  No
## 2263                 Yes
## 2264                 Yes
## 2265                 Yes
## 2266                 Yes
## 2267                 Yes
## 2268                  No
## 2269                 Yes
## 2270                 Yes
## 2271                 Yes
## 2272                  No
## 2273                 Yes
## 2274                 Yes
## 2275                  No
## 2276                 Yes
## 2277                 Yes
## 2278                  No
## 2279                 Yes
## 2280                 Yes
## 2281                 Yes
## 2282                  No
## 2283                  No
## 2284                 Yes
## 2285                  No
## 2286                 Yes
## 2287                 Yes
## 2288                  No
## 2289                 Yes
## 2290                 Yes
## 2291                  No
## 2292                  No
## 2293                  No
## 2294                  No
## 2295                  No
## 2296                 Yes
## 2297                  No
## 2298                 Yes
## 2299                 Yes
## 2300                 Yes
## 2301                 Yes
## 2302                  No
## 2303                 Yes
## 2304                 Yes
## 2305                 Yes
## 2306                  No
## 2307                 Yes
## 2308                  No
## 2309                  No
## 2310                  No
## 2311                 Yes
## 2312                 Yes
## 2313                 Yes
## 2314                 Yes
## 2315                 Yes
## 2316                  No
## 2317                 Yes
## 2318                  No
## 2319                 Yes
## 2320                 Yes
## 2321                 Yes
## 2322                 Yes
## 2323                  No
## 2324                 Yes
## 2325                  No
## 2326                 Yes
## 2327                 Yes
## 2328                 Yes
## 2329                 Yes
## 2330                 Yes
## 2331                 Yes
## 2332                 Yes
## 2333                 Yes
## 2334                  No
## 2335                 Yes
## 2336                  No
## 2337                  No
## 2338                  No
## 2339                 Yes
## 2340                  No
## 2341                 Yes
## 2342                  No
## 2343                 Yes
## 2344                  No
## 2345                  No
## 2346                 Yes
## 2347                  No
## 2348                  No
## 2349                 Yes
## 2350                 Yes
## 2351                 Yes
## 2352                 Yes
## 2353                  No
## 2354                 Yes
## 2355                 Yes
## 2356                  No
## 2357                 Yes
## 2358                  No
## 2359                 Yes
## 2360                  No
## 2361                 Yes
## 2362                 Yes
## 2363                 Yes
## 2364                  No
## 2365                 Yes
## 2366                  No
## 2367                  No
## 2368                 Yes
## 2369                  No
## 2370                 Yes
## 2371                 Yes
## 2372                 Yes
## 2373                 Yes
## 2374                  No
## 2375                  No
## 2376                 Yes
## 2377                  No
## 2378                 Yes
## 2379                  No
## 2380                  No
## 2381                 Yes
## 2382                 Yes
## 2383                  No
## 2384                  No
## 2385                 Yes
## 2386                  No
## 2387                 Yes
## 2388                  No
## 2389                  No
## 2390                 Yes
## 2391                 Yes
## 2392                 Yes
## 2393                 Yes
## 2394                  No
## 2395                  No
## 2396                  No
## 2397                 Yes
## 2398                 Yes
## 2399                  No
## 2400                 Yes
## 2401                 Yes
## 2402                 Yes
## 2403                  No
## 2404                  No
## 2405                 Yes
## 2406                  No
## 2407                 Yes
## 2408                  No
## 2409                  No
## 2410                  No
## 2411                 Yes
## 2412                 Yes
## 2413                  No
## 2414                 Yes
## 2415                 Yes
## 2416                  No
## 2417                 Yes
## 2418                 Yes
## 2419                 Yes
## 2420                 Yes
## 2421                 Yes
## 2422                  No
## 2423                 Yes
## 2424                  No
## 2425                 Yes
## 2426                  No
## 2427                 Yes
## 2428                 Yes
## 2429                  No
## 2430                 Yes
## 2431                  No
## 2432                  No
## 2433                 Yes
## 2434                 Yes
## 2435                  No
## 2436                 Yes
## 2437                 Yes
## 2438                  No
## 2439                 Yes
## 2440                  No
## 2441                 Yes
## 2442                 Yes
## 2443                  No
## 2444                  No
## 2445                 Yes
## 2446                  No
## 2447                 Yes
## 2448                 Yes
## 2449                  No
## 2450                 Yes
## 2451                  No
## 2452                 Yes
## 2453                  No
## 2454                  No
## 2455                 Yes
## 2456                  No
## 2457                  No
## 2458                 Yes
## 2459                 Yes
## 2460                 Yes
## 2461                 Yes
## 2462                  No
## 2463                 Yes
## 2464                 Yes
## 2465                  No
## 2466                  No
## 2467                 Yes
## 2468                  No
## 2469                  No
## 2470                  No
## 2471                  No
## 2472                 Yes
## 2473                 Yes
## 2474                  No
## 2475                  No
## 2476                 Yes
## 2477                  No
## 2478                 Yes
## 2479                 Yes
## 2480                  No
## 2481                  No
## 2482                 Yes
## 2483                 Yes
## 2484                 Yes
## 2485                 Yes
## 2486                  No
## 2487                 Yes
## 2488                 Yes
## 2489                 Yes
## 2490                 Yes
## 2491                 Yes
## 2492                  No
## 2493                  No
## 2494                 Yes
## 2495                  No
## 2496                  No
## 2497                 Yes
## 2498                 Yes
## 2499                  No
## 2500                  No
## 2501                 Yes
## 2502                 Yes
## 2503                 Yes
## 2504                  No
## 2505                  No
## 2506                  No
## 2507                  No
## 2508                  No
## 2509                  No
## 2510                 Yes
## 2511                 Yes
## 2512                 Yes
## 2513                  No
## 2514                  No
## 2515                  No
## 2516                  No
## 2517                 Yes
## 2518                  No
## 2519                 Yes
## 2520                 Yes
## 2521                 Yes
## 2522                 Yes
## 2523                  No
## 2524                  No
## 2525                  No
## 2526                 Yes
## 2527                 Yes
## 2528                  No
## 2529                  No
## 2530                  No
## 2531                  No
## 2532                  No
## 2533                 Yes
## 2534                  No
## 2535                 Yes
## 2536                 Yes
## 2537                  No
## 2538                 Yes
## 2539                 Yes
## 2540                 Yes
## 2541                  No
## 2542                 Yes
## 2543                 Yes
## 2544                  No
## 2545                 Yes
## 2546                 Yes
## 2547                 Yes
## 2548                 Yes
## 2549                 Yes
## 2550                 Yes
## 2551                  No
## 2552                 Yes
## 2553                 Yes
## 2554                 Yes
## 2555                 Yes
## 2556                 Yes
## 2557                 Yes
## 2558                 Yes
## 2559                 Yes
## 2560                 Yes
## 2561                 Yes
## 2562                 Yes
## 2563                  No
## 2564                 Yes
## 2565                 Yes
## 2566                  No
## 2567                 Yes
## 2568                  No
## 2569                 Yes
## 2570                  No
## 2571                 Yes
## 2572                  No
## 2573                 Yes
## 2574                 Yes
## 2575                  No
## 2576                 Yes
## 2577                  No
## 2578                 Yes
## 2579                 Yes
## 2580                 Yes
## 2581                  No
## 2582                 Yes
## 2583                 Yes
## 2584                 Yes
## 2585                 Yes
## 2586                 Yes
## 2587                  No
## 2588                 Yes
## 2589                 Yes
## 2590                 Yes
## 2591                 Yes
## 2592                 Yes
## 2593                 Yes
## 2594                 Yes
## 2595                  No
## 2596                 Yes
## 2597                  No
## 2598                 Yes
## 2599                 Yes
## 2600                  No
## 2601                 Yes
## 2602                  No
## 2603                  No
## 2604                 Yes
## 2605                 Yes
## 2606                 Yes
## 2607                  No
## 2608                 Yes
## 2609                 Yes
## 2610                  No
## 2611                  No
## 2612                 Yes
## 2613                  No
## 2614                  No
## 2615                  No
## 2616                 Yes
## 2617                 Yes
## 2618                  No
## 2619                  No
## 2620                 Yes
## 2621                 Yes
## 2622                  No
## 2623                  No
## 2624                 Yes
## 2625                 Yes
## 2626                 Yes
## 2627                 Yes
## 2628                  No
## 2629                 Yes
## 2630                  No
## 2631                  No
## 2632                  No
## 2633                 Yes
## 2634                  No
## 2635                 Yes
## 2636                 Yes
## 2637                 Yes
## 2638                  No
## 2639                 Yes
## 2640                 Yes
## 2641                  No
## 2642                  No
## 2643                  No
## 2644                  No
## 2645                 Yes
## 2646                  No
## 2647                  No
## 2648                  No
## 2649                  No
## 2650                  No
## 2651                 Yes
## 2652                 Yes
## 2653                 Yes
## 2654                  No
## 2655                  No
## 2656                  No
## 2657                  No
## 2658                 Yes
## 2659                 Yes
## 2660                 Yes
## 2661                 Yes
## 2662                  No
## 2663                 Yes
## 2664                  No
## 2665                 Yes
## 2666                 Yes
## 2667                 Yes
## 2668                 Yes
## 2669                  No
## 2670                 Yes
## 2671                  No
## 2672                 Yes
## 2673                  No
## 2674                 Yes
## 2675                  No
## 2676                  No
## 2677                 Yes
## 2678                  No
## 2679                 Yes
## 2680                  No
## 2681                  No
## 2682                 Yes
## 2683                  No
## 2684                  No
## 2685                 Yes
## 2686                  No
## 2687                  No
## 2688                  No
## 2689                 Yes
## 2690                  No
## 2691                  No
## 2692                 Yes
## 2693                 Yes
## 2694                 Yes
## 2695                  No
## 2696                  No
## 2697                  No
## 2698                  No
## 2699                  No
## 2700                  No
## 2701                  No
## 2702                 Yes
## 2703                 Yes
## 2704                 Yes
## 2705                 Yes
## 2706                  No
## 2707                  No
## 2708                 Yes
## 2709                  No
## 2710                 Yes
## 2711                  No
## 2712                  No
## 2713                 Yes
## 2714                 Yes
## 2715                  No
## 2716                 Yes
x1$obscoord
##                 X1            X2
## 1     4.478919e-02 -3.795313e-03
## 2    -3.563164e-03  2.095628e-03
## 3     4.020701e-02 -3.998856e-03
## 4    -5.129207e-03  5.406034e-04
## 5    -1.803528e-03  3.553928e-03
## 6    -6.576119e-03 -1.665274e-04
## 7    -2.660251e-03 -2.699397e-03
## 8    -8.909071e-03 -3.458820e-03
## 9    -5.816511e-03 -1.323103e-03
## 10   -5.712276e-03 -4.953085e-04
## 11    4.451187e-03  3.596688e-03
## 12   -7.231004e-03 -3.104563e-03
## 13   -7.520568e-03 -5.508118e-04
## 14   -7.434698e-03 -3.255181e-03
## 15   -7.765616e-03 -4.314217e-03
## 16   -8.810407e-03 -5.023907e-03
## 17    3.234486e-03 -4.156925e-03
## 18   -8.908863e-03 -2.051722e-03
## 19   -4.792038e-03 -2.798535e-03
## 20   -4.522218e-03 -5.615710e-03
## 21    1.103129e-04 -2.436471e-03
## 22   -7.821817e-03 -3.180858e-03
## 23   -9.664830e-03 -1.757531e-03
## 24    5.438306e-03 -4.459847e-03
## 25    3.925810e-02 -4.482108e-03
## 26   -8.997142e-03 -1.192202e-03
## 27    4.102708e-02  2.797180e-03
## 28   -8.325399e-03 -2.510422e-03
## 29    2.956298e-03 -5.043356e-03
## 30   -8.536426e-03 -1.481257e-03
## 31   -8.086042e-03 -1.839596e-03
## 32    3.981710e-02 -2.366093e-03
## 33   -8.489938e-03 -4.836806e-03
## 34    3.358644e-02 -3.540829e-03
## 35    2.044722e-02 -9.808485e-04
## 36    1.051981e-02 -2.616657e-03
## 37   -9.287486e-03 -4.060074e-03
## 38    3.622140e-03  3.029869e-02
## 39   -1.243078e-02 -5.285575e-03
## 40    6.474527e-03 -4.636759e-03
## 41   -8.517605e-03 -3.461301e-03
## 42    2.280967e-03 -2.936197e-03
## 43    3.449049e-02 -2.026882e-03
## 44   -7.464852e-03  1.123653e-04
## 45   -8.297399e-03 -3.983283e-03
## 46   -7.356147e-03 -5.526670e-03
## 47   -7.115772e-03  2.162521e-03
## 48    3.135556e-02 -6.150482e-03
## 49   -7.119953e-03 -3.554966e-04
## 50   -8.556553e-03 -5.172467e-03
## 51   -8.678703e-03  2.836964e-03
## 52    2.305104e-02  4.655799e-05
## 53   -7.854928e-03  2.522157e-03
## 54   -6.863134e-03 -1.119770e-03
## 55   -5.923923e-03 -3.957537e-03
## 56   -8.686582e-03 -5.912758e-04
## 57   -3.852283e-03 -6.142316e-03
## 58   -7.668317e-03 -4.360394e-03
## 59   -7.783702e-03  5.051403e-04
## 60   -9.949594e-03 -2.716470e-03
## 61    3.993758e-02 -1.948707e-03
## 62   -6.411858e-03 -1.916171e-03
## 63   -1.018980e-02 -2.339450e-03
## 64   -5.542210e-03  1.039722e-03
## 65   -9.433288e-03 -2.788178e-03
## 66   -9.349363e-03 -6.864243e-03
## 67    3.376051e-02 -6.476785e-04
## 68    2.683975e-02 -4.387363e-03
## 69    4.057004e-02 -5.101834e-03
## 70    2.958475e-02 -4.705085e-03
## 71   -2.568505e-03 -3.041950e-03
## 72   -8.540729e-03 -3.238021e-04
## 73    2.504526e-02  2.529597e-03
## 74   -5.135444e-03  3.460000e-03
## 75   -8.384531e-03 -1.069817e-03
## 76   -6.595527e-03  4.994135e-04
## 77   -9.519706e-03 -3.829703e-03
## 78   -8.824968e-03 -2.151432e-03
## 79   -1.222684e-03  3.048143e-03
## 80   -5.734793e-03  3.175514e-03
## 81   -2.911161e-03 -4.273568e-03
## 82   -3.449428e-03  1.089130e-05
## 83    3.930331e-02  1.356155e-03
## 84    2.522197e-02 -5.444312e-03
## 85   -8.686556e-03 -2.483959e-03
## 86   -7.881251e-03  8.964056e-04
## 87   -8.839181e-03 -4.154874e-03
## 88   -8.824968e-03 -2.151432e-03
## 89   -2.088189e-04 -1.480037e-04
## 90   -7.881383e-03 -2.451958e-03
## 91   -8.529002e-03 -5.516147e-03
## 92   -1.009042e-02 -1.761504e-03
## 93   -7.200400e-03 -5.585331e-04
## 94    2.882865e-02 -4.507554e-03
## 95   -7.630002e-03  2.013132e-03
## 96    8.411745e-03 -1.561802e-03
## 97    3.320416e-02 -4.486005e-03
## 98   -8.336942e-03  4.560037e-03
## 99   -8.982563e-03  8.611409e-04
## 100  -8.151698e-03  9.001048e-04
## 101  -7.441565e-03 -3.366741e-04
## 102  -8.967399e-03 -5.845326e-03
## 103  -7.910061e-03 -3.438880e-03
## 104   2.982414e-02 -4.989149e-03
## 105  -3.159398e-03  1.111136e-03
## 106  -4.133949e-03 -7.895181e-04
## 107  -7.681251e-03 -5.442471e-03
## 108  -9.861310e-03 -3.813611e-03
## 109  -8.407472e-03 -4.000757e-03
## 110  -2.063775e-03 -1.512218e-03
## 111   3.261871e-02 -2.618377e-03
## 112   4.145232e-02  6.237767e-03
## 113  -6.954586e-03 -2.329168e-03
## 114  -7.944666e-03  5.395819e-04
## 115  -8.909071e-03 -3.458820e-03
## 116  -8.425469e-03 -4.903739e-03
## 117  -7.354245e-03 -1.040454e-03
## 118  -9.628058e-03 -3.599865e-03
## 119  -7.549368e-03 -5.233485e-03
## 120  -9.118081e-03 -3.812847e-03
## 121   3.311014e-02 -5.471486e-03
## 122  -1.045753e-02 -3.859321e-03
## 123  -6.985086e-03 -3.768871e-03
## 124  -5.059393e-03 -3.631798e-05
## 125   3.415990e-02 -1.472241e-03
## 126   3.851112e-02  4.512136e-04
## 127  -7.838183e-03 -3.085229e-03
## 128  -5.748099e-03 -4.943457e-03
## 129  -8.814069e-03 -2.972118e-03
## 130   3.297433e-02 -2.219124e-03
## 131   3.025656e-02 -3.606959e-03
## 132  -8.218722e-03 -2.345364e-03
## 133  -6.394528e-03 -8.278319e-04
## 134   3.302897e-03 -1.919869e-03
## 135   2.948238e-03  6.571444e-02
## 136  -8.025802e-03 -2.855994e-03
## 137  -5.350433e-03 -3.608303e-03
## 138  -7.728508e-03 -3.599108e-03
## 139  -9.020877e-03 -5.512385e-03
## 140   3.133615e-02 -4.730135e-03
## 141  -4.181679e-03 -3.556528e-03
## 142  -5.478340e-03 -6.067771e-03
## 143  -5.521303e-03 -1.319617e-03
## 144  -6.550352e-03 -7.600568e-04
## 145  -6.254365e-03 -1.743831e-03
## 146  -8.009404e-03 -1.197842e-03
## 147  -4.523607e-03  2.619335e-03
## 148  -6.451453e-03 -2.580841e-03
## 149  -8.157013e-03  6.966954e-04
## 150   3.311248e-02 -3.681904e-03
## 151   3.363394e-02 -5.074722e-03
## 152  -9.345704e-03 -6.590891e-03
## 153   3.532269e-02 -3.894532e-03
## 154  -8.452526e-03 -3.604488e-03
## 155  -8.319777e-03  8.228524e-04
## 156  -9.591026e-03 -1.306086e-03
## 157  -9.156489e-03 -4.773499e-03
## 158  -9.205052e-03 -2.006403e-03
## 159   1.851227e-02 -3.082097e-04
## 160   3.414401e-02  1.526814e-03
## 161  -7.243793e-03 -6.347102e-03
## 162  -8.181481e-03 -4.294456e-03
## 163  -8.522700e-03 -3.426457e-03
## 164   3.208586e-02 -3.359680e-03
## 165  -8.041878e-03 -3.235846e-03
## 166  -2.839193e-03 -3.759026e-03
## 167  -8.423849e-03 -2.321808e-03
## 168  -8.487270e-03 -4.732447e-03
## 169  -9.910218e-03 -1.668879e-03
## 170  -8.767998e-03  3.131374e-04
## 171   3.170173e-03 -1.182780e-03
## 172  -8.701491e-03 -1.989036e-03
## 173   7.225301e-03  6.971035e-04
## 174   3.842763e-02 -6.884137e-03
## 175  -5.804521e-03 -9.204253e-04
## 176  -8.711593e-03 -3.299956e-03
## 177   5.929861e-03  6.429909e-02
## 178   3.305139e-02 -5.321628e-03
## 179  -3.686064e-03  6.668888e-02
## 180   3.527991e-02 -2.072345e-03
## 181  -8.956865e-03 -3.098800e-03
## 182   3.631136e-02 -4.356334e-03
## 183  -8.181199e-03  3.331508e-03
## 184  -5.755597e-03 -3.521243e-03
## 185  -9.970084e-03 -3.268156e-03
## 186  -8.269236e-03  1.573246e-03
## 187  -9.396150e-03 -3.538956e-03
## 188  -8.272814e-03 -2.592332e-03
## 189  -6.871284e-03  3.553000e-03
## 190  -1.760174e-03 -2.150976e-03
## 191  -1.062896e-02 -3.580678e-03
## 192  -9.801294e-03 -2.904803e-03
## 193  -8.469778e-03  1.487691e-03
## 194   4.791162e-03 -2.420981e-03
## 195  -7.408696e-03 -3.617609e-03
## 196  -9.111363e-03 -2.229005e-03
## 197  -1.055123e-02 -4.291155e-03
## 198  -8.985123e-03 -3.124297e-03
## 199   3.547728e-02  4.132426e-04
## 200  -9.285300e-03 -1.112595e-03
## 201  -1.021597e-02 -4.954773e-03
## 202  -4.229944e-04 -7.124616e-04
## 203  -8.432384e-03 -2.807365e-03
## 204  -5.357426e-03 -4.277275e-03
## 205  -7.630002e-03  2.013132e-03
## 206  -2.324951e-03 -4.008514e-03
## 207   1.962204e-03  6.719245e-02
## 208  -9.268468e-03 -2.363226e-03
## 209  -6.160079e-03  1.140751e-03
## 210  -9.478207e-03 -5.328833e-03
## 211  -8.653215e-03 -4.051677e-04
## 212  -5.320770e-03  1.586528e-03
## 213  -4.779200e-03 -5.310161e-04
## 214  -7.176720e-03 -2.102948e-03
## 215   3.526613e-02  2.348833e-03
## 216   3.609310e-02  6.959494e-06
## 217  -4.299665e-03  3.571558e-02
## 218  -8.891810e-03 -4.508849e-03
## 219  -1.219417e-04 -4.617565e-03
## 220  -6.064141e-03 -2.838330e-03
## 221  -6.971491e-03  1.814626e-03
## 222  -2.187413e-03  6.539348e-02
## 223  -9.112766e-03 -3.609437e-03
## 224  -9.345374e-03 -2.088822e-03
## 225  -3.499339e-03 -4.846598e-03
## 226  -1.719858e-03  6.480010e-02
## 227   2.706410e-02 -2.057524e-03
## 228  -5.927508e-03 -2.639739e-03
## 229  -8.361730e-03 -1.057980e-03
## 230  -9.488664e-03 -4.640334e-03
## 231   9.933104e-04  5.577453e-04
## 232  -9.400061e-03 -3.121897e-03
## 233  -6.955468e-03 -3.238111e-03
## 234  -8.355587e-03 -2.411070e-03
## 235  -3.573348e-03  1.671317e-03
## 236  -6.295722e-03 -3.391171e-03
## 237   3.807778e-02 -2.709121e-04
## 238   6.070890e-03 -4.950736e-03
## 239  -6.377254e-03 -1.523384e-03
## 240  -7.681059e-03 -1.133054e-03
## 241  -9.706523e-03 -1.518261e-03
## 242  -4.424903e-03 -5.463115e-03
## 243  -7.708373e-03  1.406013e-04
## 244  -3.538801e-03 -3.901269e-03
## 245  -5.752250e-03 -8.951578e-04
## 246  -3.904626e-03 -2.795873e-03
## 247  -5.347088e-03 -3.672911e-03
## 248  -9.829691e-03 -5.404694e-03
## 249   7.482040e-03 -2.318888e-03
## 250  -4.749252e-03  3.456482e-02
## 251   3.328180e-02  1.574703e-03
## 252   3.416035e-02 -3.955602e-03
## 253  -6.971491e-03  1.814626e-03
## 254  -4.446351e-03 -1.598990e-03
## 255  -1.758593e-03  6.828052e-02
## 256  -7.863553e-03  1.027948e-03
## 257  -6.254176e-03  4.842182e-03
## 258  -3.604405e-03 -1.417447e-03
## 259  -7.003274e-03  1.385319e-04
## 260   8.104352e-03 -2.052182e-03
## 261  -8.116142e-03  1.476835e-03
## 262  -6.589761e-03 -3.832305e-03
## 263   4.086666e-02 -4.546362e-03
## 264  -7.643519e-03 -3.154813e-03
## 265  -4.863830e-03 -4.983765e-03
## 266  -6.976806e-03  1.611216e-03
## 267  -1.086783e-02 -4.769272e-03
## 268   1.815568e-02 -5.647359e-03
## 269  -2.446554e-03 -1.132951e-03
## 270   7.395926e-03  5.989954e-02
## 271  -7.728246e-03  1.105118e-03
## 272  -6.432929e-03 -4.146979e-03
## 273  -8.726614e-03 -3.815328e-03
## 274  -6.350399e-03 -2.072582e-03
## 275   2.785663e-02 -2.157441e-03
## 276  -9.380164e-03  1.011595e-03
## 277  -8.697552e-03 -6.276444e-03
## 278  -6.101775e-03 -2.523994e-03
## 279  -1.280292e-02 -5.954547e-03
## 280  -7.580853e-03  6.053196e-04
## 281  -7.908167e-03 -3.478007e-03
## 282   3.114266e-02  2.102333e-03
## 283  -1.018338e-02 -2.833836e-03
## 284  -7.051202e-03 -1.080688e-03
## 285   3.163478e-02 -5.256138e-03
## 286  -8.272050e-03 -5.091800e-03
## 287  -7.264641e-03 -1.535149e-03
## 288  -8.752874e-03 -5.424688e-03
## 289  -5.670604e-03 -8.991207e-04
## 290  -6.971491e-03  1.814626e-03
## 291  -7.186534e-03 -3.743783e-03
## 292  -8.530059e-03 -2.267679e-03
## 293  -6.532655e-03  9.483367e-04
## 294   6.126818e-04 -4.565317e-04
## 295   5.151197e-03  6.279418e-02
## 296  -9.945289e-03 -4.204475e-03
## 297  -6.971491e-03  1.814626e-03
## 298  -5.449566e-03 -4.812190e-03
## 299  -8.387019e-03 -3.400601e-03
## 300  -9.340059e-03 -1.885413e-03
## 301  -9.987782e-03 -3.399698e-03
## 302   3.496179e-02 -1.767829e-03
## 303  -1.038708e-02 -2.984453e-03
## 304   4.461804e-02 -4.133794e-03
## 305  -7.457631e-03  1.278328e-03
## 306  -5.806925e-03 -1.277996e-03
## 307  -7.783309e-03 -2.156739e-03
## 308  -1.091483e-02 -4.208895e-03
## 309  -6.971491e-03  1.814626e-03
## 310  -8.862498e-03 -1.295984e-03
## 311  -6.530115e-03 -4.695335e-04
## 312   2.114499e-02 -3.706450e-03
## 313  -6.970663e-03  2.581260e-04
## 314  -9.078022e-03 -2.481478e-03
## 315  -9.486183e-03 -3.941636e-03
## 316   3.212241e-02 -4.038897e-03
## 317   2.959973e-02 -4.727183e-03
## 318  -9.492378e-03 -3.752958e-03
## 319  -4.325014e-03 -3.731034e-03
## 320   1.209751e-03 -2.706476e-03
## 321   1.315572e-03 -1.733150e-03
## 322  -8.004840e-03 -5.074018e-03
## 323  -8.180836e-03 -9.191992e-04
## 324  -5.531194e-03 -2.438898e-03
## 325  -2.513485e-03  6.462030e-02
## 326   6.667508e-03  6.026981e-02
## 327  -6.121578e-03 -8.257455e-04
## 328  -9.642083e-03 -4.452273e-03
## 329  -8.692931e-03  4.650583e-04
## 330  -6.526575e-03 -8.092041e-04
## 331  -7.791498e-03 -3.969673e-04
## 332   2.475128e-02 -3.801510e-03
## 333  -7.146015e-03 -2.660269e-03
## 334  -1.764932e-03  6.767865e-02
## 335  -6.532939e-03 -3.687879e-03
## 336  -9.903576e-03 -6.872229e-03
## 337  -1.042527e-02 -3.430060e-03
## 338   1.234034e-03 -5.710365e-03
## 339  -9.880789e-03 -7.443292e-04
## 340   2.872158e-02  1.832588e-03
## 341   4.359179e-02 -6.432301e-04
## 342   2.906220e-02 -3.522370e-03
## 343  -2.971049e-03 -1.958575e-03
## 344  -2.364252e-03 -4.976857e-04
## 345  -1.010950e-02 -2.721213e-03
## 346  -7.672373e-03 -2.097931e-03
## 347  -6.334076e-03 -4.639145e-03
## 348  -5.369781e-03  7.317409e-04
## 349   3.473191e-02  3.418117e-03
## 350  -6.663150e-03 -3.223405e-03
## 351  -7.583990e-03 -4.335244e-04
## 352  -9.698341e-03 -1.837364e-03
## 353  -9.396150e-03 -3.538956e-03
## 354   3.225021e-03  3.106200e-04
## 355  -7.433833e-03 -4.127792e-03
## 356  -8.002494e-03  2.770000e-03
## 357  -9.078022e-03 -2.481478e-03
## 358  -8.049579e-03  1.627076e-03
## 359  -9.864790e-03  1.419760e-03
## 360  -7.024079e-03 -1.303748e-03
## 361  -9.110285e-03 -2.910739e-03
## 362   3.084519e-02 -2.007519e-03
## 363  -7.293252e-03 -5.830097e-04
## 364  -7.549604e-03 -1.241411e-03
## 365  -5.838041e-03  4.620264e-04
## 366  -1.054896e-02 -6.357366e-03
## 367  -7.816629e-03 -5.592889e-04
## 368  -4.996480e-03 -4.260139e-04
## 369  -1.154245e-03 -3.300801e-03
## 370  -8.014594e-03  1.649595e-03
## 371  -7.190609e-03 -2.221204e-03
## 372  -3.168064e-03 -3.215276e-03
## 373   3.056211e-02 -4.069641e-03
## 374  -9.253599e-03 -4.375166e-03
## 375   6.484863e-03 -5.181449e-03
## 376   5.331862e-04 -5.681376e-03
## 377  -6.971491e-03  1.814626e-03
## 378  -7.231004e-03 -3.104563e-03
## 379  -7.852492e-03 -8.544113e-04
## 380  -8.327881e-03 -3.209120e-03
## 381  -4.260229e-03 -1.083719e-03
## 382  -8.356415e-03 -8.545706e-04
## 383  -5.851742e-03 -1.601579e-03
## 384  -8.261576e-03 -4.647997e-03
## 385  -7.850964e-03  1.268842e-03
## 386  -5.453947e-03 -2.755248e-03
## 387  -1.025915e-02 -3.912113e-03
## 388  -8.212842e-03 -2.035993e-03
## 389  -6.854766e-03 -8.260233e-05
## 390  -9.317342e-03 -4.894641e-03
## 391   3.906339e-02 -3.806745e-03
## 392  -7.229390e-03 -4.839744e-03
## 393  -7.084217e-03 -2.600070e-03
## 394  -7.103667e-03 -4.391087e-03
## 395  -6.017832e-03 -4.169622e-03
## 396  -8.815721e-03 -5.227316e-03
## 397  -6.548785e-03 -1.746713e-03
## 398  -1.025632e-02 -4.407402e-03
## 399   3.657904e-02 -3.044929e-03
## 400  -7.736734e-03 -3.756650e-03
## 401  -3.744314e-03 -1.889257e-04
## 402  -8.751155e-03 -4.446485e-03
## 403  -7.059403e-03 -3.145910e-03
## 404   3.221640e-02  3.033049e-04
## 405   3.253498e-02 -6.773503e-03
## 406  -1.004287e-02 -7.953943e-04
## 407  -7.966497e-03 -4.796715e-03
## 408  -4.720000e-04 -4.553513e-04
## 409  -9.813516e-03 -4.173630e-03
## 410   3.468537e-02 -5.975252e-03
## 411  -5.530997e-03  1.769439e-05
## 412  -5.253029e-03  3.052241e-03
## 413  -8.646494e-03 -4.674870e-03
## 414   8.757067e-04 -2.216594e-03
## 415   1.826905e-02 -4.505510e-04
## 416  -9.895548e-03 -3.994373e-03
## 417  -8.111861e-03 -3.628624e-03
## 418  -1.083059e-02 -5.385507e-03
## 419   1.997033e-03 -3.845493e-03
## 420  -7.321991e-03 -3.947652e-03
## 421   3.431016e-02 -3.139569e-03
## 422  -9.698341e-03 -1.837364e-03
## 423   4.946155e-02 -2.877628e-03
## 424  -9.223749e-03 -1.656422e-03
## 425  -3.782454e-03 -4.523460e-03
## 426  -5.089799e-03  2.267985e-03
## 427  -1.464205e-03 -4.172599e-03
## 428  -5.884501e-03  3.253251e-02
## 429  -5.246538e-03  6.476606e-02
## 430  -7.453536e-03  2.418455e-04
## 431  -6.687790e-03 -1.523251e-03
## 432  -8.082671e-03 -3.007882e-03
## 433  -5.327518e-03 -1.412064e-03
## 434   1.101534e-03 -5.202615e-03
## 435  -6.871284e-03  3.553000e-03
## 436   9.163836e-04  6.409846e-02
## 437  -6.660881e-03 -5.289617e-03
## 438   3.974411e-02 -5.873845e-03
## 439  -2.736330e-03 -3.263597e-03
## 440  -8.052815e-03 -2.173315e-03
## 441   1.665593e-04  2.247000e-03
## 442  -7.141740e-03  1.558226e-03
## 443  -7.455930e-03 -4.899319e-03
## 444   7.008602e-03  1.766852e-04
## 445  -9.546701e-03 -4.157404e-03
## 446  -4.819923e-03 -1.325755e-03
## 447  -6.516358e-03 -1.801894e-03
## 448  -7.704870e-03 -2.735127e-03
## 449  -3.603900e-03  6.337154e-02
## 450   8.217322e-04 -3.443197e-03
## 451  -8.033385e-03 -9.931921e-04
## 452  -9.689297e-03 -2.581828e-03
## 453   3.822343e-02 -3.224082e-03
## 454  -6.739800e-03  8.947247e-04
## 455  -1.607977e-03 -2.071506e-03
## 456  -7.232663e-03 -9.877939e-04
## 457   2.791032e-02 -2.595546e-03
## 458   4.767763e-02 -3.394260e-03
## 459  -5.926151e-04  3.947830e-03
## 460  -7.009274e-04 -2.916846e-03
## 461   2.573747e-02 -2.920815e-03
## 462  -1.157114e-02 -5.007743e-03
## 463  -7.903212e-03  5.314853e-04
## 464  -8.421013e-03 -1.765392e-03
## 465  -7.937536e-03 -4.244397e-03
## 466  -8.688147e-03 -2.096703e-04
## 467  -1.036000e-02 -2.812398e-03
## 468   3.425353e-02 -5.221372e-03
## 469  -7.949321e-03 -9.117851e-04
## 470  -8.991058e-03 -4.719475e-03
## 471  -8.580518e-03 -1.986934e-03
## 472  -4.760573e-03  2.177256e-03
## 473  -8.176365e-03 -2.711292e-03
## 474  -8.186151e-03 -1.122609e-03
## 475  -7.249656e-03 -3.676514e-03
## 476  -7.578000e-03 -3.741302e-03
## 477  -9.555668e-03 -3.651904e-04
## 478  -5.308657e-03 -4.761876e-03
## 479  -6.193542e-03  2.180780e-04
## 480  -9.090921e-04  1.306483e-03
## 481   3.973865e-02 -2.322833e-03
## 482  -8.114600e-03 -2.998793e-03
## 483  -8.158829e-03  6.331657e-04
## 484  -7.462535e-03 -4.126917e-03
## 485  -5.931154e-03  3.988255e-04
## 486  -7.463885e-03  1.531080e-03
## 487  -8.714698e-03 -8.065220e-04
## 488  -1.015373e-02 -2.215923e-03
## 489  -8.815211e-03 -2.192178e-03
## 490  -7.271439e-03  4.249728e-03
## 491  -6.318321e-03  1.873779e-03
## 492  -8.690583e-03 -4.414403e-03
## 493   3.238851e-02 -6.914814e-03
## 494   3.118013e-02  1.729857e-03
## 495   4.611224e-03 -2.505274e-04
## 496  -7.013862e-03 -2.296438e-03
## 497   3.724150e-02  1.140722e-03
## 498  -1.013938e-02 -3.539720e-03
## 499   3.884109e-02 -4.718501e-03
## 500  -7.074338e-03 -2.635991e-03
## 501   9.878824e-03  9.940018e-04
## 502  -4.303182e-03 -1.131333e-04
## 503   7.264326e-03 -1.350871e-03
## 504  -5.282461e-04 -2.755670e-04
## 505   8.980236e-04 -3.676513e-03
## 506  -9.223778e-03 -4.273760e-03
## 507  -8.580518e-03 -1.986934e-03
## 508   3.293174e-02  1.036042e-04
## 509   3.645689e-02  3.414748e-03
## 510  -1.730586e-03 -5.458292e-03
## 511  -1.227643e-02 -4.616423e-03
## 512   3.549135e-02 -2.084928e-03
## 513  -1.684000e-03  6.955707e-03
## 514  -9.741848e-03 -2.486381e-03
## 515   3.791333e-02  3.054441e-03
## 516  -9.771277e-03 -3.410930e-03
## 517  -1.079444e-03 -1.814403e-03
## 518  -8.420311e-03 -4.663345e-03
## 519   3.244001e-02 -4.187739e-03
## 520  -6.810448e-03 -1.601047e-03
## 521  -9.483517e-03 -3.178906e-03
## 522  -1.157739e-02 -4.327480e-03
## 523  -6.792631e-03 -1.894766e-03
## 524  -9.594967e-03 -4.727104e-03
## 525  -4.429274e-03 -2.619698e-03
## 526  -8.028071e-03 -7.897827e-04
## 527  -8.795935e-03 -2.156541e-03
## 528  -7.028810e-03  4.165366e-03
## 529  -9.091883e-03 -4.439406e-03
## 530  -9.065983e-03 -3.802251e-03
## 531  -5.331665e-03 -1.626078e-03
## 532  -1.209759e-03 -2.613839e-03
## 533   2.458286e-03 -4.745895e-03
## 534  -6.024125e-03 -2.049447e-03
## 535  -3.397746e-03 -1.928256e-03
## 536  -7.175186e-03  1.664008e-03
## 537   4.042692e-03  3.633895e-03
## 538  -3.084079e-03 -1.574374e-03
## 539  -9.755489e-03 -4.206056e-03
## 540  -1.002885e-02 -2.882343e-03
## 541  -7.844086e-03 -3.515341e-03
## 542   4.256044e-02  1.449699e-03
## 543  -4.484597e-03  9.147943e-03
## 544  -7.527640e-03 -1.321116e-03
## 545  -7.885507e-03 -1.778914e-03
## 546   1.271601e-04  6.417701e-02
## 547  -9.346108e-03 -3.187524e-03
## 548  -1.081983e-02 -3.722194e-03
## 549   3.053744e-02 -4.191342e-03
## 550   3.188695e-02 -5.308971e-03
## 551   4.464358e-02 -5.262070e-03
## 552  -8.618961e-03  7.788809e-04
## 553  -2.785363e-03 -3.779609e-03
## 554  -8.141717e-03 -4.463191e-03
## 555   4.791979e-02 -4.503533e-03
## 556  -8.602349e-03 -1.767888e-03
## 557  -9.424364e-03 -3.449248e-03
## 558  -7.372891e-03  8.071590e-05
## 559  -4.156091e-03  1.283158e-04
## 560   3.524893e-02 -3.882082e-03
## 561   3.227424e-02 -3.156898e-03
## 562   4.307552e-02 -4.027958e-03
## 563  -7.271439e-03  4.249728e-03
## 564   3.848661e-02 -5.198500e-03
## 565   4.734339e-02 -4.220776e-03
## 566  -1.006167e-02 -3.512320e-03
## 567  -8.936661e-03 -3.314041e-03
## 568  -1.092014e-02 -4.412304e-03
## 569  -6.165646e-03 -2.728861e-03
## 570  -7.080878e-03 -4.659868e-03
## 571  -3.952694e-03  3.328225e-03
## 572  -2.766333e-03 -2.464149e-03
## 573  -8.494802e-03 -2.414727e-03
## 574  -9.099531e-03 -6.461938e-05
## 575  -8.681802e-03 -4.095759e-03
## 576  -7.988061e-03 -2.806458e-04
## 577   3.427972e-02 -2.171951e-03
## 578  -7.187267e-03 -3.916562e-03
## 579  -2.797946e-03  6.461255e-02
## 580  -7.287937e-03 -3.796003e-04
## 581  -6.721784e-03 -4.814137e-04
## 582  -9.646119e-03 -4.533196e-03
## 583   3.959272e-02 -5.783101e-03
## 584  -7.908167e-03 -3.478007e-03
## 585  -6.984075e-03 -1.897188e-03
## 586  -4.422786e-03 -3.204421e-03
## 587  -8.061867e-03 -4.985999e-03
## 588  -8.537855e-03 -3.169786e-03
## 589   7.048720e-03  3.204258e-04
## 590  -6.961065e-03  2.516181e-03
## 591  -7.347419e-03 -3.800294e-03
## 592  -7.694761e-03  9.466754e-04
## 593  -9.541373e-03 -3.419028e-03
## 594  -1.028858e-02 -4.836662e-03
## 595  -5.330521e-03 -1.654173e-03
## 596   4.176624e-02  2.437543e-03
## 597   3.679015e-02 -2.962864e-03
## 598  -8.909071e-03 -3.458820e-03
## 599  -1.566836e-03  4.042299e-03
## 600  -8.064140e-03 -4.277599e-03
## 601   3.404315e-02  3.743412e-03
## 602  -9.590243e-03 -1.484913e-03
## 603   4.117004e-02 -2.391014e-03
## 604  -1.483338e-03  6.633081e-04
## 605  -8.983130e-03 -9.465136e-04
## 606  -7.009068e-03  1.181955e-03
## 607   6.407758e-03 -5.123620e-03
## 608   4.731208e-02 -4.841548e-03
## 609  -5.479958e-03 -3.851393e-03
## 610  -9.573200e-03 -3.599321e-03
## 611  -8.434479e-03 -2.923732e-03
## 612   3.495690e-02 -4.197808e-03
## 613  -7.742049e-03 -3.960059e-03
## 614  -6.439754e-03 -4.156505e-03
## 615  -9.237416e-03 -3.523607e-03
## 616  -8.197022e-03  1.875586e-04
## 617  -5.317858e-03  1.172300e-03
## 618  -7.584600e-03 -1.867052e-03
## 619   3.956670e-03 -7.127349e-04
## 620  -8.502790e-03 -4.455533e-03
## 621  -8.164144e-03  4.297563e-04
## 622  -8.842881e-03 -3.498385e-03
## 623  -8.592116e-03 -1.144270e-03
## 624  -7.094554e-03 -6.799458e-04
## 625  -4.787427e-03 -6.885582e-04
## 626  -5.853395e-03 -4.219085e-03
## 627  -7.180501e-03  1.460599e-03
## 628  -4.119105e-03  1.289799e-03
## 629  -1.091483e-02 -4.208895e-03
## 630  -1.047734e-02 -4.178533e-03
## 631  -7.249656e-03 -3.676514e-03
## 632  -6.790433e-03  1.149441e-04
## 633  -5.486580e-03  2.067056e-03
## 634  -2.349930e-03  6.574140e-02
## 635  -2.633734e-03 -2.219383e-03
## 636  -8.561644e-03 -4.772144e-03
## 637   3.469903e-02  2.916063e-03
## 638  -1.106111e-02 -5.500419e-03
## 639  -6.740821e-03 -1.427586e-03
## 640  -5.516904e-03 -3.793499e-03
## 641  -6.794341e-03  8.749250e-04
## 642  -9.472321e-03 -1.227340e-03
## 643  -5.152032e-03 -4.821888e-03
## 644  -7.211344e-03 -1.260248e-03
## 645  -7.686313e-03 -5.263375e-03
## 646   4.866857e-03 -1.107322e-03
## 647   3.913229e-02 -5.827269e-04
## 648  -9.290434e-03 -3.607623e-04
## 649  -9.771277e-03 -3.410930e-03
## 650  -3.684101e-03 -3.805938e-03
## 651  -9.801570e-03 -5.427069e-03
## 652  -3.113469e-03  6.309578e-02
## 653  -8.606118e-03 -7.766501e-04
## 654  -9.583002e-03  2.719402e-03
## 655   3.990340e-02 -4.673930e-03
## 656  -1.047203e-02 -3.975123e-03
## 657  -1.024477e-02 -5.356345e-03
## 658   3.465280e-02 -3.911239e-03
## 659  -7.781695e-03 -3.891919e-03
## 660   3.328896e-02 -6.139110e-03
## 661  -5.421770e-04 -3.497314e-03
## 662  -6.577064e-03  2.751366e-02
## 663  -6.854659e-03 -6.821167e-04
## 664  -8.269569e-03 -4.393102e-03
## 665  -6.641325e-03  1.551331e-03
## 666  -4.922863e-03  2.788946e-03
## 667  -9.406367e-03 -2.546266e-03
## 668  -8.180836e-03 -9.191992e-04
## 669  -4.981390e-03  4.511972e-03
## 670  -7.806460e-03 -5.126809e-03
## 671  -6.856902e-03 -1.077008e-03
## 672  -4.922863e-03  2.788946e-03
## 673   3.511471e-02 -4.827663e-03
## 674  -9.078022e-03 -2.481478e-03
## 675  -7.386133e-03  4.057675e-03
## 676  -8.151133e-03 -3.284354e-03
## 677   9.142719e-03 -3.190879e-03
## 678  -1.198822e-02 -3.946364e-03
## 679  -7.931317e-03 -3.951511e-03
## 680  -7.289177e-03 -3.258306e-03
## 681  -9.061193e-03 -4.366006e-03
## 682  -4.232375e-03  6.244207e-02
## 683   3.182456e-02 -6.703636e-03
## 684  -7.630002e-03  2.013132e-03
## 685   1.665888e-02 -6.243727e-04
## 686  -7.984468e-03 -4.376753e-03
## 687   1.820543e-02 -2.789856e-03
## 688  -7.558682e-03 -5.104845e-04
## 689  -6.874520e-03 -4.037838e-04
## 690   4.103814e-02 -4.136690e-03
## 691   3.649248e-03  2.175816e-03
## 692  -4.154094e-03  4.511052e-04
## 693  -9.384469e-03 -8.517691e-04
## 694  -6.784643e-03 -3.296100e-03
## 695  -1.054874e-02 -3.592457e-03
## 696  -8.288794e-03  5.155861e-04
## 697  -8.154100e-03 -4.391324e-03
## 698  -6.706747e-03 -1.299010e-04
## 699  -7.322711e-03 -5.345635e-03
## 700  -3.783973e-03  2.986561e-05
## 701  -6.612471e-03 -4.470333e-04
## 702  -6.502715e-03  2.732185e-03
## 703  -1.095813e-02 -4.648480e-03
## 704  -6.971491e-03  1.814626e-03
## 705  -6.448422e-03 -2.282756e-04
## 706  -7.056037e-03 -2.530931e-03
## 707   3.696094e-03 -3.367089e-03
## 708  -5.130473e-03 -3.264860e-03
## 709  -6.278102e-03 -4.170829e-03
## 710  -7.397869e-03  2.906544e-03
## 711  -5.500695e-04  2.247300e-04
## 712  -8.186151e-03 -1.122609e-03
## 713  -6.473987e-03  2.309170e-03
## 714  -9.970521e-03 -4.449728e-03
## 715  -8.151698e-03  9.001048e-04
## 716  -3.627650e-03  6.797968e-02
## 717   3.114329e-02 -1.616164e-03
## 718   3.678130e-02 -6.149583e-03
## 719  -7.811551e-03 -4.726486e-03
## 720   3.615409e-02  1.577710e-04
## 721  -8.747856e-03 -2.744773e-03
## 722  -8.392757e-03 -4.172820e-03
## 723  -1.748703e-03  6.494289e-04
## 724   3.357871e-02 -1.630479e-03
## 725  -9.543754e-03 -2.036030e-03
## 726  -6.552833e-03 -1.458755e-03
## 727  -9.382644e-03 -2.918123e-03
## 728  -7.954767e-03 -5.036271e-03
## 729  -7.412463e-03 -4.052263e-03
## 730  -7.833697e-03  1.862515e-03
## 731  -9.233995e-03 -3.281071e-03
## 732  -8.791680e-03 -2.697181e-03
## 733  -7.017253e-03 -4.063589e-03
## 734  -1.064098e-02 -2.997782e-03
## 735  -7.828663e-03  3.698709e-04
## 736  -1.176159e-02 -5.850563e-03
## 737  -6.224606e-03 -5.189816e-04
## 738  -6.024299e-03 -2.055459e-03
## 739  -3.362013e-03  6.396776e-02
## 740  -8.400716e-03  3.694094e-05
## 741  -7.205042e-03  8.294410e-04
## 742  -6.650007e-03 -3.835807e-03
## 743   2.846260e-02 -4.423813e-03
## 744  -1.123996e-02 -5.438244e-03
## 745  -9.892715e-03 -4.489662e-03
## 746  -4.931161e-03  1.260192e-03
## 747  -9.139312e-03 -3.153204e-03
## 748  -8.561724e-03  7.299922e-04
## 749  -7.355600e-03  2.783941e-04
## 750  -8.977007e-03 -4.088961e-05
## 751  -1.022637e-02 -4.757859e-03
## 752  -9.940228e-03 -2.433589e-03
## 753  -9.365317e-03 -1.993938e-03
## 754   1.695598e-03  2.027621e-03
## 755  -9.839177e-03 -6.447767e-04
## 756  -3.837003e-03  9.269455e-04
## 757  -4.340174e-04 -5.361265e-03
## 758  -2.159016e-03 -5.268648e-03
## 759  -9.376357e-03 -1.781556e-03
## 760  -7.697904e-03 -1.053078e-03
## 761  -1.106952e-02 -5.211856e-03
## 762  -5.873327e-03  2.041292e-03
## 763   4.033246e-02 -4.758109e-03
## 764  -4.596686e-03 -3.781802e-03
## 765  -7.705349e-03  1.923452e-03
## 766  -4.939373e-03 -1.782380e-03
## 767  -1.703507e-03  7.249192e-03
## 768  -8.891810e-03 -4.508849e-03
## 769  -6.588949e-03 -2.024767e-03
## 770  -7.568414e-03  2.402284e-04
## 771  -7.668506e-03 -4.712550e-03
## 772   2.141083e-03 -1.698323e-04
## 773  -5.631211e-03  1.081158e-03
## 774  -7.305151e-03  1.546428e-03
## 775   1.831585e-02 -2.044172e-03
## 776  -9.060762e-03 -3.531508e-03
## 777  -9.811035e-03 -3.474932e-03
## 778  -8.674610e-03 -3.737398e-03
## 779  -1.140808e-02 -6.017402e-03
## 780   4.357514e-04 -2.000293e-03
## 781  -7.846639e-03 -1.323999e-03
## 782  -6.395750e-03 -3.717295e-03
## 783  -8.897125e-03 -4.712258e-03
## 784   3.069147e-02 -6.383214e-03
## 785  -7.499537e-03 -1.386487e-03
## 786   2.910813e-02 -2.845386e-03
## 787  -1.221168e-02 -2.723753e-03
## 788  -8.266936e-03 -1.978377e-03
## 789  -9.101466e-03 -5.272520e-04
## 790  -1.392615e-03 -8.052577e-04
## 791  -8.211578e-03 -2.552102e-03
## 792  -7.706010e-03 -8.367773e-04
## 793  -6.360464e-03 -3.055503e-03
## 794  -8.969547e-03 -3.798372e-03
## 795  -1.025915e-02 -3.912113e-03
## 796  -8.874886e-03 -2.269698e-03
## 797  -8.430784e-03 -5.107148e-03
## 798  -5.245009e-03  1.947679e-04
## 799  -1.017378e-02 -3.418773e-03
## 800  -8.028071e-03 -7.897827e-04
## 801  -6.355303e-03 -1.618946e-03
## 802   4.473704e-02 -5.350985e-03
## 803  -6.019115e-03  1.192626e-04
## 804  -5.735357e-03 -2.791790e-03
## 805  -5.029595e-03 -2.980836e-03
## 806  -8.883365e-03 -2.912406e-03
## 807  -7.327324e-03 -2.997287e-04
## 808   3.741209e-03  6.627648e-02
## 809  -7.809502e-03 -5.043094e-03
## 810  -1.106587e-02 -3.587248e-03
## 811  -3.221305e-03 -5.308488e-03
## 812   1.765122e-03  6.633824e-02
## 813  -9.966207e-03 -1.697012e-04
## 814  -8.218068e-03 -4.377942e-03
## 815  -7.122533e-03  2.436273e-03
## 816   2.929020e-03 -4.186537e-03
## 817  -5.247714e-03  3.255650e-03
## 818  -1.598863e-04 -5.416545e-03
## 819  -6.590350e-03  3.236478e-03
## 820   4.263227e-02 -2.787302e-03
## 821   3.539423e-02 -1.444994e-03
## 822  -5.653279e-03 -1.111475e-03
## 823  -3.029857e-03 -1.931602e-03
## 824   1.869987e-02 -7.136006e-04
## 825  -8.202337e-03 -1.585084e-05
## 826  -1.012736e-02 -4.122616e-03
## 827  -1.864244e-03  2.653886e-04
## 828  -8.091357e-03 -2.043005e-03
## 829  -1.017560e-02  6.974825e-04
## 830   2.919168e-02  1.764209e-03
## 831   4.017655e-03 -3.985114e-03
## 832  -6.233135e-03 -2.403474e-03
## 833  -8.941334e-03 -3.888080e-03
## 834  -5.563479e-03 -1.707214e-03
## 835  -9.266175e-03 -1.772791e-03
## 836  -9.765016e-03 -3.455363e-03
## 837  -4.510828e-03  1.177616e-03
## 838   3.193355e-02 -5.618818e-03
## 839  -7.373944e-03  1.033483e-03
## 840  -5.543527e-03 -1.100614e-03
## 841   3.188695e-02 -5.308971e-03
## 842   6.981184e-03 -4.180263e-03
## 843  -5.494970e-03 -3.682745e-03
## 844   3.105210e-02 -3.794197e-03
## 845   3.095741e-02 -2.359988e-03
## 846  -8.134392e-03  1.293262e-03
## 847   2.138365e-02 -9.656539e-04
## 848   4.554215e-03  3.118604e-03
## 849  -5.675307e-03 -1.740791e-03
## 850  -7.502796e-03 -4.233947e-03
## 851  -8.145132e-03 -2.804376e-03
## 852  -6.998839e-03 -3.394285e-03
## 853  -8.114801e-03 -8.877891e-05
## 854  -6.907581e-03 -4.765415e-03
## 855   2.857037e-02 -5.443196e-04
## 856  -8.231765e-03 -9.404003e-04
## 857  -8.495356e-03  8.874810e-04
## 858  -6.473987e-03  2.309170e-03
## 859  -7.527640e-03 -1.321116e-03
## 860   3.925475e-02 -4.126213e-03
## 861  -6.889869e-03  2.423315e-03
## 862  -7.688855e-03 -2.035162e-03
## 863  -8.522999e-03 -1.092229e-03
## 864  -1.085912e-02 -1.571762e-03
## 865  -7.630002e-03  2.013132e-03
## 866  -7.356147e-03 -5.526670e-03
## 867  -7.914610e-03 -2.118239e-03
## 868  -7.735795e-03 -4.212811e-03
## 869  -2.895672e-03  6.357287e-02
## 870   3.506020e-02 -3.400219e-03
## 871  -4.763638e-03  3.398586e-02
## 872  -6.149985e-03 -2.160323e-03
## 873  -6.154764e-03  1.344160e-03
## 874  -5.413631e-03 -3.623455e-03
## 875  -9.786419e-03 -6.880382e-04
## 876  -8.164144e-03  4.297563e-04
## 877   4.508997e-02 -6.073780e-03
## 878  -7.445827e-03 -1.492850e-03
## 879  -7.299836e-03  1.749838e-03
## 880  -4.684448e-03 -1.746916e-03
## 881   2.358617e-03 -1.705102e-03
## 882  -9.824295e-03 -2.480851e-04
## 883   2.994072e-02 -3.245633e-03
## 884   2.962407e-02 -1.369107e-03
## 885  -7.905686e-03 -2.779309e-03
## 886  -7.481558e-03 -4.786910e-03
## 887   4.158126e-02 -5.726772e-03
## 888  -5.746721e-03  3.675699e-03
## 889  -8.732344e-03 -6.469490e-03
## 890  -5.576059e-03  3.190862e-03
## 891  -7.052736e-03 -4.847644e-03
## 892  -8.679321e-03 -3.397061e-03
## 893  -7.844548e-03 -1.138701e-03
## 894  -7.108775e-03 -7.938342e-04
## 895   5.138194e-03 -1.528628e-03
## 896  -2.965566e-03 -8.880469e-05
## 897  -7.803126e-03 -5.064618e-03
## 898  -8.507792e-03 -5.227500e-03
## 899  -9.433961e-03 -4.379561e-03
## 900  -1.166689e-03 -3.350176e-03
## 901  -8.686582e-03 -5.912758e-04
## 902  -7.846639e-03 -1.323999e-03
## 903  -9.736533e-03 -2.282971e-03
## 904   3.284361e-02 -3.929159e-03
## 905  -6.883785e-03 -5.824985e-03
## 906   3.658269e-02 -2.515118e-03
## 907  -1.739165e-03 -3.772034e-03
## 908   3.133287e-02 -4.883388e-03
## 909  -7.763251e-03 -4.727067e-03
## 910  -2.103174e-03 -1.260931e-03
## 911  -9.456994e-03 -4.711411e-03
## 912  -7.379652e-03  3.544677e-04
## 913  -7.462481e-03  2.151548e-03
## 914  -1.061692e-02 -4.901450e-03
## 915  -3.044427e-03  2.726271e-03
## 916  -3.813345e-03 -1.977395e-03
## 917  -8.926811e-03 -4.308278e-03
## 918   3.465145e-02  1.203390e-03
## 919  -2.841062e-03  3.091085e-03
## 920  -9.003402e-03 -1.132378e-04
## 921  -6.585365e-03 -4.453048e-03
## 922  -4.836706e-03 -1.596896e-03
## 923  -2.663083e-03 -3.292054e-03
## 924  -8.548580e-03 -1.288574e-03
## 925   4.367826e-02 -2.617863e-03
## 926   3.171217e-02  1.945262e-03
## 927  -5.710394e-03 -2.926528e-03
## 928   5.012257e-03  6.453623e-02
## 929   5.130259e-04 -1.356908e-03
## 930   3.268743e-02 -2.794198e-04
## 931  -6.442151e-04 -1.592203e-03
## 932  -4.550293e-03 -4.736762e-03
## 933  -4.992919e-03 -2.644066e-03
## 934  -6.800059e-03  1.535982e-03
## 935  -7.913482e-03 -3.681416e-03
## 936  -6.255195e-03 -2.335933e-03
## 937  -8.898646e-03 -3.044411e-03
## 938   9.841954e-04  6.468819e-02
## 939  -8.017646e-03 -3.753745e-04
## 940  -4.288629e-03 -1.187424e-03
## 941  -3.247664e-04 -3.246946e-03
## 942  -6.840696e-03 -2.669565e-03
## 943  -1.728018e-03  2.666915e-03
## 944  -4.340564e-03  9.095785e-04
## 945  -3.781752e-03  2.564840e-03
## 946  -1.069922e-02 -1.163155e-03
## 947  -7.400198e-03 -4.297781e-03
## 948  -7.571592e-03 -8.897150e-04
## 949  -1.035233e-02 -2.927121e-03
## 950  -1.795076e-03  9.428269e-04
## 951   2.709128e-02 -8.015524e-03
## 952  -5.485991e-03 -2.799075e-03
## 953  -7.311533e-03 -1.020715e-03
## 954  -5.025894e-03 -1.042246e-03
## 955  -7.945642e-03  3.409776e-04
## 956  -4.810053e-03 -5.011470e-03
## 957  -9.409113e-03 -5.934581e-03
## 958  -1.108354e-02 -4.336993e-03
## 959  -7.322711e-03 -5.345635e-03
## 960   3.566784e-02 -3.033014e-03
## 961   4.698663e-02 -6.030640e-03
## 962  -1.065087e-02 -4.699535e-03
## 963  -3.319886e-03 -3.959030e-03
## 964  -8.909071e-03 -3.458820e-03
## 965  -7.289805e-03 -3.900445e-03
## 966  -6.026913e-03 -2.994071e-03
## 967  -6.840548e-03 -3.913797e-04
## 968  -1.892766e-03 -2.584121e-03
## 969   2.279373e-02 -1.577028e-03
## 970  -7.709511e-03 -1.347153e-03
## 971   1.747782e-02 -5.842961e-03
## 972  -7.734177e-03 -4.469765e-03
## 973   3.014680e-02 -5.317087e-03
## 974  -9.658591e-03 -3.928435e-03
## 975  -2.990776e-03 -1.370053e-03
## 976   3.216015e-02 -4.091974e-03
## 977   4.224045e-02 -1.470538e-03
## 978  -7.890147e-03 -4.881964e-03
## 979  -9.420762e-03 -1.574124e-03
## 980   4.505867e-02 -3.136237e-03
## 981   4.520893e-03 -2.986266e-03
## 982  -5.864526e-03 -3.557481e-03
## 983  -8.684101e-03  1.074224e-04
## 984  -1.021597e-02 -4.954773e-03
## 985  -1.795076e-03  9.428269e-04
## 986  -7.635317e-03  1.809723e-03
## 987  -9.982255e-04  6.453432e-02
## 988   9.343955e-03 -8.802284e-04
## 989   2.191689e-02  2.368338e-03
## 990   3.930878e-03 -2.761607e-03
## 991  -6.196826e-03 -4.161692e-04
## 992  -8.354625e-03 -7.121588e-03
## 993   3.734436e-02 -4.279257e-03
## 994  -5.552836e-03 -7.983691e-04
## 995   7.377047e-04 -2.791462e-03
## 996  -9.154796e-03 -2.965039e-03
## 997  -9.505215e-03 -6.020477e-03
## 998  -8.785433e-03 -3.377443e-03
## 999   2.966079e-02 -2.411370e-04
## 1000 -9.112766e-03 -3.609437e-03
## 1001 -6.587016e-03  2.022778e-03
## 1002 -7.147768e-03 -4.231054e-03
## 1003 -7.952506e-03  2.960840e-04
## 1004 -2.067713e-03 -5.256942e-05
## 1005 -9.373876e-03 -1.082858e-03
## 1006  3.171217e-02  1.945262e-03
## 1007  3.819195e-02 -3.073851e-03
## 1008 -7.204303e-03 -2.753570e-03
## 1009 -9.989053e-03 -3.607242e-03
## 1010 -4.867159e-03 -1.026898e-03
## 1011  3.135756e-02 -7.732343e-03
## 1012 -6.616119e-03 -2.711977e-03
## 1013 -9.758813e-03 -3.912857e-03
## 1014  3.893839e-02 -5.792658e-03
## 1015 -7.458570e-03  1.734489e-03
## 1016 -3.758810e-03 -1.922669e-03
## 1017  3.067939e-02 -4.148849e-04
## 1018 -6.502977e-03 -1.972041e-03
## 1019 -6.513736e-03 -1.482461e-03
## 1020  3.090352e-02 -1.175205e-03
## 1021  1.837588e-02 -2.691720e-03
## 1022 -8.518058e-03 -4.814432e-03
## 1023  3.851207e-02  5.533206e-04
## 1024  2.563592e-03 -3.886551e-03
## 1025 -8.531275e-03 -1.861959e-03
## 1026 -7.323775e-03 -1.566317e-03
## 1027  3.767472e-02 -3.830746e-04
## 1028 -8.673501e-03 -3.213598e-03
## 1029 -8.635050e-03 -1.545984e-03
## 1030 -2.387768e-03 -5.075860e-03
## 1031 -5.243642e-03  5.919924e-03
## 1032 -5.268624e-03 -2.006006e-03
## 1033 -1.018251e-02 -3.732224e-03
## 1034 -1.084881e-02 -4.435824e-03
## 1035 -1.058783e-02 -5.687670e-03
## 1036 -7.849120e-03 -2.022697e-03
## 1037 -8.250544e-03 -6.156039e-03
## 1038 -1.541076e-03 -4.782941e-03
## 1039 -9.414493e-03 -7.125176e-05
## 1040 -7.410941e-03 -5.811637e-03
## 1041 -9.854820e-03 -4.694217e-03
## 1042 -9.856434e-03 -2.959036e-03
## 1043 -1.235970e-02 -4.203656e-03
## 1044 -6.282999e-03  5.737767e-03
## 1045 -8.466525e-03 -3.193307e-03
## 1046 -1.151015e-02 -6.516817e-03
## 1047 -1.043058e-02 -3.633470e-03
## 1048 -8.707392e-03 -3.036155e-03
## 1049 -6.572790e-03  8.990429e-04
## 1050 -7.855060e-03 -2.412857e-03
## 1051 -6.172786e-03 -1.680113e-03
## 1052 -8.977248e-03  1.064550e-03
## 1053  2.933159e-02 -4.838490e-03
## 1054 -5.452943e-03 -6.619230e-04
## 1055 -9.203790e-03 -2.523608e-03
## 1056 -9.580016e-03 -2.183641e-03
## 1057 -2.001682e-03  7.354870e-03
## 1058 -6.463828e-03 -4.864479e-03
## 1059 -1.712981e-03 -8.382636e-04
## 1060  4.093424e-02 -5.419010e-03
## 1061 -9.479903e-03 -2.466594e-03
## 1062 -1.018128e-02 -2.820777e-03
## 1063  1.048060e-03 -2.033459e-05
## 1064 -5.167306e-03  4.062836e-03
## 1065 -9.405579e-03 -5.757419e-03
## 1066 -7.354245e-03 -1.040454e-03
## 1067 -2.760127e-03 -1.746776e-03
## 1068 -7.394170e-03 -3.093165e-03
## 1069 -8.706806e-03 -2.192445e-03
## 1070 -1.268483e-02 -5.433005e-03
## 1071 -7.151109e-03 -8.286730e-04
## 1072 -6.293705e-03  3.086212e-03
## 1073 -2.444790e-03  7.827798e-04
## 1074 -8.789199e-03 -8.457647e-04
## 1075 -1.619652e-03  6.653847e-02
## 1076 -7.971812e-03 -5.000125e-03
## 1077 -7.646833e-03  1.265657e-04
## 1078 -1.018499e-02 -4.430922e-03
## 1079 -1.067572e-02 -4.125741e-03
## 1080 -1.092919e-02 -3.667841e-03
## 1081 -6.179356e-03 -3.529626e-03
## 1082 -1.055654e-02 -4.494564e-03
## 1083  3.206250e-02 -1.167930e-03
## 1084 -5.247714e-03  3.255650e-03
## 1085 -6.928569e-03 -2.764257e-03
## 1086  3.826208e-02 -1.997142e-03
## 1087 -1.435889e-03  3.129361e-03
## 1088 -1.002114e-02 -4.204575e-03
## 1089 -1.099454e-02 -3.610768e-03
## 1090 -8.828663e-03 -2.651633e-03
## 1091 -1.111446e-02 -4.700233e-03
## 1092 -6.559703e-03  2.160020e-03
## 1093 -7.681059e-03 -1.133054e-03
## 1094 -7.921892e-04  6.536262e-02
## 1095 -9.690317e-03 -3.441089e-03
## 1096 -7.853969e-03  6.564606e-04
## 1097 -9.546784e-03 -1.853366e-03
## 1098 -8.462987e-03 -5.743076e-03
## 1099 -7.394722e-03 -3.117540e-03
## 1100 -6.824157e-03 -2.530354e-03
## 1101  1.673397e-04  3.612401e-03
## 1102 -1.153755e-02 -5.582913e-03
## 1103 -5.260051e-03  5.192533e-03
## 1104  2.492898e-03 -1.528815e-03
## 1105  4.207686e-02 -3.273260e-05
## 1106 -1.061097e-02 -2.233072e-03
## 1107 -7.963867e-03 -3.026451e-03
## 1108 -4.667341e-03 -1.424172e-03
## 1109 -1.182998e-02 -4.767968e-03
## 1110 -9.630980e-03 -2.241426e-03
## 1111 -9.518090e-03  2.674797e-04
## 1112 -1.033668e-02 -4.503610e-03
## 1113  6.990078e-03  1.182010e-03
## 1114 -3.977595e-03  6.290969e-02
## 1115  3.711172e-02 -5.805748e-03
## 1116 -1.576011e-03  6.966476e-02
## 1117 -7.630002e-03  2.013132e-03
## 1118 -1.063241e-02 -1.886224e-03
## 1119 -9.400526e-03 -4.198527e-03
## 1120 -4.277240e-03 -8.973445e-04
## 1121  3.418599e-03  2.597702e-03
## 1122 -1.028763e-02 -2.792727e-03
## 1123 -1.120738e-02 -5.846208e-03
## 1124 -7.185294e-03 -2.017795e-03
## 1125 -1.013676e-02 -7.894461e-04
## 1126 -7.956951e-03 -5.536529e-03
## 1127 -6.631108e-03  5.586412e-04
## 1128  3.275409e-02 -2.604175e-03
## 1129 -8.197022e-03  1.875586e-04
## 1130 -8.369689e-03 -2.866464e-04
## 1131 -7.242701e-03  3.946446e-03
## 1132  2.430449e-02 -2.403430e-03
## 1133 -7.450641e-03 -4.918266e-03
## 1134 -1.220895e-03  4.441626e-04
## 1135 -3.658451e-03 -1.667195e-03
## 1136 -1.120863e-02 -3.755012e-03
## 1137 -7.790753e-03 -4.441843e-03
## 1138 -8.599868e-03 -1.069190e-03
## 1139  1.503526e-02 -1.066335e-03
## 1140 -7.244774e-03 -1.678904e-03
## 1141  1.601007e-02  1.137497e-03
## 1142 -7.170920e-03  1.198527e-03
## 1143 -1.046697e-02 -3.739972e-03
## 1144 -1.620269e-03 -3.743136e-03
## 1145 -9.852339e-03 -3.995518e-03
## 1146 -1.065389e-02 -1.018478e-03
## 1147 -8.527747e-03  5.120164e-04
## 1148 -1.140959e-02 -3.832807e-03
## 1149 -1.271957e-02 -6.560964e-03
## 1150 -8.927159e-03 -7.994241e-04
## 1151 -6.895184e-03  2.219905e-03
## 1152 -4.736956e-03 -3.591037e-03
## 1153 -7.277809e-03  2.946576e-04
## 1154 -8.656211e-03 -1.255009e-03
## 1155 -8.936550e-03 -1.585516e-03
## 1156  1.749561e-02  2.505816e-03
## 1157 -8.202337e-03 -1.585084e-05
## 1158  4.824590e-02 -4.146442e-03
## 1159 -1.024223e-02 -6.672912e-03
## 1160 -8.566959e-03 -4.975553e-03
## 1161 -7.417803e-03 -1.934715e-03
## 1162 -1.039001e-02 -3.577108e-03
## 1163 -1.025316e-02  9.244811e-05
## 1164  5.573609e-04 -2.645040e-03
## 1165  4.045442e-02 -2.621383e-03
## 1166 -6.496185e-03 -2.897790e-03
## 1167 -6.583995e-03 -3.943622e-03
## 1168 -8.722796e-03 -1.512186e-03
## 1169 -8.464031e-03 -4.681764e-04
## 1170 -1.063495e-02 -3.155992e-03
## 1171 -6.237650e-03  1.251580e-03
## 1172 -8.316327e-03 -4.938165e-03
## 1173  3.833915e-02 -5.607638e-03
## 1174 -8.282734e-03 -3.325880e-03
## 1175 -9.603796e-03 -4.181223e-03
## 1176 -1.008853e-02 -5.164919e-03
## 1177  4.701252e-02  1.669859e-03
## 1178 -1.032268e-02 -1.238581e-03
## 1179 -5.596291e-03 -6.134730e-03
## 1180 -2.945333e-03  1.682530e-02
## 1181  3.734528e-02 -4.820563e-03
## 1182 -1.092014e-02 -4.412304e-03
## 1183 -8.191312e-03 -2.559166e-03
## 1184 -7.774258e-03  3.551775e-03
## 1185  3.935947e-02 -5.587617e-03
## 1186 -6.545454e-03 -7.938913e-05
## 1187 -6.502977e-03 -1.972041e-03
## 1188 -2.306247e-03 -1.050060e-03
## 1189 -7.807806e-03 -1.984716e-03
## 1190 -2.157239e-03 -3.561559e-04
## 1191 -1.014679e-02 -3.985315e-03
## 1192 -1.147869e-02 -1.534619e-03
## 1193 -1.034896e-02 -3.024780e-03
## 1194 -8.873943e-03 -3.857980e-03
## 1195 -9.712910e-03 -5.830076e-03
## 1196 -1.173593e-02 -5.530121e-03
## 1197 -9.349440e-03 -4.077144e-03
## 1198 -9.728151e-03 -3.001331e-03
## 1199 -8.148774e-03  1.707210e-03
## 1200 -3.254413e-03 -2.975402e-03
## 1201 -8.226069e-03 -4.006804e-03
## 1202 -5.859149e-03  2.411589e-03
## 1203 -7.143086e-03 -2.973446e-03
## 1204 -6.212773e-03  3.354493e-03
## 1205 -1.140267e-02 -4.868973e-03
## 1206 -1.018912e-02 -3.028629e-03
## 1207 -1.054901e-02 -2.896576e-03
## 1208 -9.487494e-03 -3.524204e-03
## 1209 -8.123244e-03 -4.646785e-03
## 1210 -1.222354e-03  6.529464e-02
## 1211 -1.084467e-02 -3.148400e-03
## 1212 -7.920709e-03 -3.888695e-03
## 1213 -2.831429e-03 -3.001728e-03
## 1214 -9.858249e-03 -1.604486e-03
## 1215  4.213573e-02 -1.326501e-04
## 1216 -8.393589e-03 -1.619740e-03
## 1217 -4.637202e-03 -3.896995e-03
## 1218 -7.928618e-03 -2.309494e-03
## 1219 -7.491715e-03 -3.587068e-03
## 1220 -5.636526e-03  8.777483e-04
## 1221 -8.212245e-03 -4.605350e-03
## 1222 -6.408593e-03  1.533501e-03
## 1223 -6.520020e-03 -3.174952e-03
## 1224 -9.547612e-03 -2.968663e-04
## 1225 -9.890352e-03  6.104877e-04
## 1226 -8.840787e-03 -5.751961e-03
## 1227 -7.703273e-03 -2.815432e-03
## 1228 -7.869808e-03 -3.402115e-03
## 1229  6.534049e-03  3.709562e-02
## 1230 -3.127432e-03 -6.458298e-04
## 1231 -4.753881e-03 -5.087314e-03
## 1232 -7.360437e-03  3.838108e-03
## 1233 -8.337889e-03 -2.071296e-03
## 1234 -7.834063e-03 -2.634267e-03
## 1235 -1.190488e-02 -4.552780e-03
## 1236 -5.962200e-03  2.985841e-03
## 1237 -1.115761e-02 -6.223624e-04
## 1238  3.155039e-02  2.330936e-03
## 1239 -8.005464e-03 -1.113840e-03
## 1240 -9.662045e-03 -1.203726e-03
## 1241 -8.764085e-03  3.717999e-03
## 1242 -7.104013e-03 -2.917046e-03
## 1243 -1.037738e-02 -1.499354e-03
## 1244 -8.791169e-03 -1.319505e-03
## 1245 -1.008393e-02 -6.286765e-03
## 1246 -9.128407e-03 -1.826514e-03
## 1247  4.102708e-02  2.797180e-03
## 1248 -1.079083e-02 -3.864903e-03
## 1249  3.533404e-03  7.047908e-02
## 1250 -7.686374e-03 -1.336464e-03
## 1251 -6.278717e-03  4.211024e-03
## 1252 -4.305841e-03  6.340696e-02
## 1253  3.072404e-02 -2.774861e-03
## 1254 -1.004287e-02 -4.159683e-03
## 1255 -9.561011e-03 -4.350290e-03
## 1256 -9.298876e-03 -1.550886e-03
## 1257 -9.049576e-03 -3.519187e-03
## 1258 -7.328107e-03 -2.653317e-03
## 1259 -6.005473e-03 -1.477496e-03
## 1260 -9.133722e-03 -2.029923e-03
## 1261 -5.950321e-03  6.322082e-04
## 1262 -8.534728e-03 -3.977314e-04
## 1263 -6.450974e-03  9.314285e-04
## 1264 -6.462279e-03 -4.622107e-03
## 1265 -5.824568e-03  1.287912e-03
## 1266 -1.010344e-02 -4.242805e-03
## 1267  3.184256e-02  5.230632e-04
## 1268 -7.016386e-03 -3.118862e-03
## 1269 -9.786919e-03 -1.628007e-03
## 1270 -6.128715e-03  5.866133e-04
## 1271 -9.415703e-03 -1.338974e-03
## 1272 -1.153223e-02 -5.379504e-03
## 1273 -7.472249e-03  4.516338e-05
## 1274 -9.619208e-04  6.497456e-02
## 1275 -4.819547e-03 -2.002215e-03
## 1276 -5.129788e-03  9.881311e-04
## 1277 -5.395103e-03  2.875833e-03
## 1278 -1.044800e-02 -5.183030e-03
## 1279 -3.063972e-03 -1.577359e-04
## 1280 -5.818314e-03 -9.923340e-04
## 1281 -5.548410e-03  2.686398e-03
## 1282 -6.969222e-03 -2.515860e-04
## 1283 -8.641179e-03 -4.471460e-03
## 1284 -1.245926e-03 -9.508261e-04
## 1285 -7.932923e-03 -5.548597e-03
## 1286 -8.356415e-03 -8.545706e-04
## 1287 -1.032107e-02 -2.973762e-03
## 1288 -8.397999e-03  6.303258e-03
## 1289 -5.986589e-03  3.478026e-02
## 1290 -9.067569e-03 -5.937420e-03
## 1291  3.376308e-02 -2.870853e-03
## 1292 -8.709749e-03 -5.099894e-03
## 1293  3.592415e-02  9.843008e-04
## 1294 -5.024172e-03  1.226458e-03
## 1295 -4.438873e-03 -6.120907e-04
## 1296 -8.199893e-03 -2.530974e-03
## 1297 -1.112289e-02 -4.477303e-03
## 1298 -6.888874e-03 -4.228151e-03
## 1299 -1.052405e-02 -3.031156e-03
## 1300 -8.932307e-03 -9.749550e-05
## 1301 -2.684917e-03  6.489894e-02
## 1302 -7.297560e-03 -2.322851e-03
## 1303  7.520628e-03  1.010263e-01
## 1304 -9.104307e-03 -5.392027e-03
## 1305 -5.680560e-03  2.786791e-03
## 1306 -1.013844e-02 -3.995881e-03
## 1307 -4.851163e-03 -4.883003e-04
## 1308 -4.701254e-03 -4.273860e-03
## 1309 -6.000689e-03  5.510744e-03
## 1310 -9.010177e-03 -1.417958e-03
## 1311 -1.145850e-02 -4.510677e-03
## 1312  3.112037e-02  3.473727e-03
## 1313  3.126068e-02 -4.982028e-03
## 1314 -1.018184e-02 -2.431169e-03
## 1315  7.105966e-03  2.578120e-03
## 1316  4.223509e-02 -4.821624e-05
## 1317 -4.650461e-04 -1.781925e-03
## 1318 -8.725677e-03  6.457772e-04
## 1319  3.929680e-02  7.215539e-04
## 1320  4.923732e-02 -2.889095e-03
## 1321 -1.943859e-03  6.770128e-03
## 1322 -5.102024e-03 -6.611330e-03
## 1323 -7.657472e-03 -3.887766e-03
## 1324  4.177439e-02 -5.377252e-03
## 1325  5.827174e-03 -1.848983e-03
## 1326  4.379450e-02 -7.111880e-04
## 1327 -4.868120e-03 -4.005641e-03
## 1328 -5.474417e-03 -8.636066e-04
## 1329  4.100737e-02 -3.933571e-03
## 1330 -8.381196e-03 -3.628008e-03
## 1331 -4.600892e-03 -4.530809e-03
## 1332  3.981126e-02 -1.674537e-03
## 1333 -4.566244e-03  1.726808e-03
## 1334  4.185996e-03  3.177203e-02
## 1335 -1.052791e-02 -5.156154e-03
## 1336  1.573191e-02 -4.353643e-03
## 1337  3.966580e-02 -3.710906e-03
## 1338 -1.051333e-02 -4.495710e-03
## 1339  5.784131e-02 -4.989614e-03
## 1340  4.740555e-02 -1.723285e-03
## 1341 -3.682993e-03 -4.713723e-03
## 1342 -6.136332e-03 -6.350938e-03
## 1343  3.300659e-03 -1.967688e-03
## 1344  4.686259e-03 -2.582318e-03
## 1345 -5.381270e-03 -3.006826e-04
## 1346  5.033868e-02 -9.187362e-05
## 1347 -3.099483e-03 -2.103967e-03
## 1348  1.083462e-02 -3.627120e-03
## 1349 -8.154100e-03 -4.391324e-03
## 1350  3.484160e-02 -2.307981e-03
## 1351  3.710612e-02 -4.424324e-03
## 1352  3.922580e-02 -4.750328e-03
## 1353  2.893853e-02 -4.109330e-03
## 1354 -5.554245e-04 -5.497418e-03
## 1355  2.519517e-02 -3.187274e-03
## 1356 -4.723716e-03 -3.306726e-03
## 1357 -8.878700e-03 -4.122553e-03
## 1358  2.100000e-03 -1.375959e-03
## 1359  3.857912e-02 -2.598009e-03
## 1360 -1.084378e-02 -5.928468e-03
## 1361 -6.727129e-03 -3.693441e-03
## 1362 -1.028154e-02 -4.894002e-03
## 1363  5.288785e-02 -2.363143e-03
## 1364 -8.812611e-03 -4.192817e-03
## 1365  6.798650e-04 -6.940663e-04
## 1366 -8.613204e-03 -3.033164e-03
## 1367 -2.758090e-03 -1.997798e-03
## 1368  2.698477e-02 -4.799282e-03
## 1369 -4.394971e-03 -1.827700e-03
## 1370 -7.756032e-03 -1.588409e-03
## 1371 -8.830452e-03 -5.610280e-03
## 1372  4.208067e-02 -4.452832e-03
## 1373 -5.479499e-03 -1.517490e-03
## 1374 -7.577899e-03 -2.653358e-03
## 1375 -1.858188e-03 -7.745232e-04
## 1376  5.196343e-02 -3.830331e-03
## 1377  3.039848e-02 -4.650159e-03
## 1378 -6.185820e-03 -1.775909e-03
## 1379 -7.461051e-03  1.035791e-03
## 1380  4.290169e-02 -3.790692e-03
## 1381 -2.119506e-03 -1.004320e-03
## 1382 -8.500285e-03 -5.873575e-03
## 1383 -7.274755e-03 -4.246508e-03
## 1384 -9.613740e-03 -6.942413e-03
## 1385 -6.375177e-03  4.573101e-04
## 1386 -2.476830e-03  9.756839e-05
## 1387 -1.100479e-02 -5.235417e-03
## 1388 -8.750497e-03 -4.139591e-03
## 1389 -7.510704e-03 -1.489928e-03
## 1390  4.649382e-03 -3.170032e-03
## 1391  3.208982e-03 -5.098984e-03
## 1392  1.157631e-03 -3.860648e-03
## 1393 -4.644332e-03 -5.869721e-03
## 1394 -1.903292e-03 -4.276671e-03
## 1395  3.354249e-02 -3.976715e-03
## 1396  5.256205e-02 -3.490650e-03
## 1397 -5.770231e-03 -5.307600e-03
## 1398  1.203547e-02  5.292670e-03
## 1399 -2.414499e-03 -4.832503e-03
## 1400 -5.121506e-03 -4.322319e-03
## 1401 -9.420762e-03 -1.574124e-03
## 1402 -9.317232e-03 -4.918977e-03
## 1403 -5.942871e-03 -1.256444e-04
## 1404 -7.463885e-03  1.531080e-03
## 1405 -1.170650e-02 -4.605572e-03
## 1406  4.406283e-02 -1.536268e-03
## 1407 -5.253029e-03  3.052241e-03
## 1408  1.050978e-02  2.204530e-03
## 1409  4.991739e-03  3.205986e-02
## 1410  3.518977e-02 -6.830320e-04
## 1411 -7.704503e-03  8.211719e-04
## 1412 -5.152823e-03  4.790615e-03
## 1413 -8.480537e-03 -2.716241e-03
## 1414  4.236820e-02 -2.999600e-03
## 1415 -7.352733e-03 -5.580554e-03
## 1416  5.517036e-03 -1.146934e-03
## 1417 -1.817372e-03 -2.177714e-03
## 1418 -4.936892e-03 -1.083682e-03
## 1419  3.016977e-02 -5.214207e-03
## 1420 -5.239959e-03 -3.669567e-03
## 1421  4.478495e-02 -3.727533e-03
## 1422  4.273179e-04 -1.815058e-03
## 1423 -9.146829e-03 -6.493802e-03
## 1424 -1.150819e-02 -5.762279e-03
## 1425 -5.123754e-03 -1.695037e-03
## 1426 -1.035394e-02 -3.453580e-03
## 1427 -9.365779e-03 -4.202689e-03
## 1428 -8.824556e-03  4.640923e-04
## 1429 -4.632336e-03 -2.997165e-03
## 1430 -6.807413e-03 -3.381579e-03
## 1431 -6.603718e-03 -3.230961e-03
## 1432 -9.164480e-03 -1.950041e-03
## 1433 -5.653375e-03 -5.326976e-03
## 1434  6.002689e-04 -1.825624e-04
## 1435  4.052248e-02 -2.993650e-03
## 1436 -9.872817e-03 -5.597198e-03
## 1437 -1.088108e-02 -4.865085e-03
## 1438 -6.384986e-03  2.267734e-03
## 1439  4.147784e-02 -1.630730e-03
## 1440 -2.145813e-03 -4.020863e-03
## 1441 -8.194063e-03  4.233753e-05
## 1442  3.162278e-02  2.026348e-03
## 1443 -1.845519e-03 -1.181731e-03
## 1444 -5.472640e-03  3.764675e-03
## 1445 -6.802540e-03  8.372843e-04
## 1446  4.124897e-02 -4.389852e-03
## 1447  3.369883e-02 -2.780439e-03
## 1448 -1.174822e-02 -6.643279e-03
## 1449 -5.911537e-03 -1.135411e-04
## 1450 -8.911909e-03 -4.321343e-03
## 1451 -6.588680e-03  2.117117e-03
## 1452  3.148630e-02  2.910449e-03
## 1453 -7.438777e-03  3.491889e-03
## 1454  1.807721e-02  1.261482e-03
## 1455 -3.269984e-03  2.752519e-03
## 1456 -9.367197e-03 -2.717611e-03
## 1457 -6.252832e-03  2.023124e-03
## 1458  2.359733e-02  3.852614e-03
## 1459 -4.978556e-03  4.016683e-03
## 1460 -8.379806e-03 -5.247701e-03
## 1461 -1.086641e-02 -2.283157e-03
## 1462 -1.047548e-02 -2.280670e-03
## 1463 -9.859931e-03  1.786375e-03
## 1464  3.696733e-02 -3.958923e-03
## 1465 -1.104471e-02 -3.684334e-03
## 1466 -1.251567e-02 -5.003248e-03
## 1467 -1.307297e-02 -2.936345e-03
## 1468 -1.222354e-03  6.529464e-02
## 1469 -3.688672e-03 -1.473920e-03
## 1470 -1.938985e-03 -3.420692e-03
## 1471 -8.279005e-03 -4.437386e-03
## 1472 -4.488422e-03  2.447878e-03
## 1473 -8.388491e-03 -4.975538e-03
## 1474 -1.147869e-02 -1.534619e-03
## 1475 -7.627734e-03 -5.307908e-05
## 1476 -8.048971e-03 -1.762857e-03
## 1477 -7.588690e-03 -4.550230e-03
## 1478 -6.655143e-03  3.446788e-03
## 1479  4.296084e-02  1.606201e-04
## 1480 -6.109766e-03  3.233683e-03
## 1481 -8.499944e-03  4.905285e-04
## 1482 -5.102491e-03 -3.988871e-03
## 1483  3.120451e-03  6.680120e-02
## 1484 -8.557373e-03 -9.940232e-04
## 1485 -7.165861e-03 -3.565226e-03
## 1486 -6.852956e-03  2.354427e-04
## 1487  4.114629e-02 -1.290451e-03
## 1488 -4.931825e-03 -5.563244e-04
## 1489  2.011721e-02 -1.273182e-04
## 1490 -5.834165e-03 -3.163581e-03
## 1491  3.433116e-02 -3.154991e-03
## 1492 -9.651500e-03 -8.149681e-04
## 1493 -8.049277e-03 -4.729742e-03
## 1494 -2.489478e-03  4.953354e-05
## 1495 -8.461002e-03 -1.582799e-03
## 1496 -7.311753e-03 -1.258968e-03
## 1497 -8.390697e-03 -7.646130e-03
## 1498 -8.451768e-03 -1.966961e-03
## 1499 -9.726597e-03 -4.971714e-03
## 1500 -7.895323e-03 -5.617402e-03
## 1501 -4.661209e-03  3.708759e-03
## 1502 -9.943811e-03 -9.140878e-04
## 1503 -9.955449e-03 -7.134073e-03
## 1504  2.125172e-02  2.063332e-03
## 1505 -1.036120e-02 -2.606112e-03
## 1506 -5.441208e-03 -1.164128e-03
## 1507 -1.258994e-02 -3.898040e-03
## 1508 -9.305725e-03  2.993585e-04
## 1509 -9.019619e-03 -3.046513e-03
## 1510 -1.155580e-02  1.648754e-02
## 1511 -7.912561e-03 -4.422703e-03
## 1512 -8.608203e-03 -6.185491e-03
## 1513 -8.011885e-03 -1.896540e-03
## 1514 -4.894911e-03 -2.519088e-03
## 1515 -7.371755e-03  1.095525e-03
## 1516 -6.398164e-03 -4.767495e-04
## 1517 -9.150581e-03 -1.840219e-03
## 1518 -7.156856e-03  1.257096e-03
## 1519 -2.927248e-03  1.684491e-03
## 1520  2.821867e-03 -1.601557e-03
## 1521 -6.598257e-03  7.575310e-04
## 1522 -8.324052e-03  6.626340e-04
## 1523 -3.635308e-03 -3.743153e-03
## 1524 -8.338631e-03 -1.390709e-03
## 1525 -9.736533e-03 -2.282971e-03
## 1526 -9.074451e-03 -4.557460e-03
## 1527 -5.420544e-03 -2.084984e-03
## 1528 -5.816275e-03  1.273030e-04
## 1529 -8.299995e-03 -2.275851e-03
## 1530 -7.569244e-03 -6.571550e-03
## 1531  1.966269e-03 -4.090751e-03
## 1532 -4.820726e-03 -3.086608e-03
## 1533  4.662455e-02  1.198708e-03
## 1534  2.863080e-02 -9.789104e-04
## 1535  1.589488e-04 -4.509915e-04
## 1536 -5.627883e-03 -4.861651e-03
## 1537 -1.006544e-02 -3.313063e-03
## 1538 -9.650302e-03 -4.622338e-03
## 1539  3.169063e-02  5.541439e-04
## 1540 -6.668465e-03 -3.426814e-03
## 1541  9.457548e-04  7.256704e-04
## 1542 -3.851238e-03 -4.928750e-03
## 1543  3.212525e-02  8.124382e-04
## 1544 -1.096637e-02 -4.195390e-03
## 1545 -1.138424e-02 -3.703921e-03
## 1546 -7.981008e-03  1.302048e-03
## 1547 -8.237080e-03 -1.143810e-03
## 1548  5.448298e-02 -2.997791e-03
## 1549 -7.598681e-03 -4.571883e-04
## 1550 -1.161899e-02 -4.662440e-03
## 1551 -7.485006e-03 -4.368484e-03
## 1552 -1.101245e-02 -3.255074e-03
## 1553 -8.438110e-03 -3.640163e-03
## 1554 -8.450362e-03 -6.656513e-03
## 1555 -5.796063e-03 -1.273684e-03
## 1556 -4.942559e-03 -2.828754e-03
## 1557 -1.046449e-02 -3.041274e-03
## 1558 -8.558580e-03  8.798580e-04
## 1559 -6.671234e-03  4.046946e-03
## 1560 -7.389079e-03 -1.755196e-03
## 1561 -8.869571e-03 -2.066288e-03
## 1562 -9.941343e-03 -1.386045e-03
## 1563 -9.494278e-03 -5.615183e-03
## 1564 -7.794547e-03  2.623135e-03
## 1565 -9.377325e-03  6.115959e-04
## 1566 -8.240558e-03 -3.859887e-03
## 1567 -6.807110e-03 -3.411001e-03
## 1568 -5.642123e-03 -3.577238e-03
## 1569  1.782616e-02 -5.257003e-03
## 1570 -3.920378e-03  1.346193e-03
## 1571 -5.521770e-03  2.435370e-03
## 1572 -8.147305e-03  5.874003e-04
## 1573  2.819760e-02 -5.527736e-03
## 1574 -1.002377e-02 -3.716875e-03
## 1575 -8.417016e-03  1.233700e-03
## 1576 -7.297567e-03 -3.163739e-04
## 1577 -5.715000e-03  4.932914e-03
## 1578  1.168423e-04  1.847158e-03
## 1579 -7.708845e-03 -5.119081e-03
## 1580  4.307090e-04  6.792932e-02
## 1581 -9.995928e-03 -1.982034e-03
## 1582 -5.587444e-03 -4.722839e-03
## 1583 -9.210745e-03 -1.705561e-03
## 1584 -6.377254e-03 -1.523384e-03
## 1585 -8.759129e-03 -5.171936e-03
## 1586 -9.096407e-03 -2.921012e-04
## 1587  1.959343e-02 -6.599606e-04
## 1588 -1.013145e-02 -5.860367e-04
## 1589 -1.085749e-02 -6.051889e-04
## 1590 -2.025501e-04  1.007661e-03
## 1591 -6.971491e-03  1.814626e-03
## 1592  3.243581e-02  5.859366e-05
## 1593 -6.355303e-03 -1.618946e-03
## 1594 -7.024079e-03 -1.303748e-03
## 1595 -3.490337e-03  5.473123e-03
## 1596 -6.734401e-03  3.382808e-03
## 1597 -8.546613e-03  2.597039e-03
## 1598 -7.542727e-03 -5.601134e-03
## 1599 -7.833697e-03  1.862515e-03
## 1600  3.201368e-02  1.085845e-03
## 1601  4.001456e-02 -6.028661e-03
## 1602 -9.099849e-03 -5.626721e-03
## 1603 -1.030513e-02  2.805594e-05
## 1604 -1.131837e-02 -4.099672e-03
## 1605 -9.039707e-03 -3.429501e-03
## 1606 -3.933195e-03  6.258024e-02
## 1607 -6.479302e-03  2.105760e-03
## 1608 -5.093967e-03 -4.268792e-04
## 1609  6.221144e-03 -5.099287e-03
## 1610 -1.223322e-02 -4.617568e-03
## 1611 -9.126396e-03 -9.182047e-04
## 1612 -1.719858e-03  6.480010e-02
## 1613 -1.013676e-02 -7.894461e-04
## 1614 -8.122469e-03 -3.338345e-03
## 1615 -8.594925e-03 -3.013094e-03
## 1616 -6.128715e-03  5.866133e-04
## 1617 -1.041877e-02 -1.826291e-03
## 1618 -2.289449e-03  1.177923e-03
## 1619  3.067335e-03  6.559343e-02
## 1620 -1.080061e-02 -3.510019e-03
## 1621 -7.597511e-03  3.476541e-03
## 1622 -8.556116e-03 -3.990895e-03
## 1623 -7.704503e-03  8.211719e-04
## 1624 -7.227478e-03  3.157084e-03
## 1625 -7.524857e-03 -3.041962e-03
## 1626 -1.010950e-02 -2.721213e-03
## 1627 -6.930724e-03 -1.854578e-03
## 1628 -9.092955e-03 -5.699127e-03
## 1629 -9.508441e-03 -1.834888e-03
## 1630 -7.144090e-03  1.042754e-04
## 1631 -9.470309e-03 -1.272243e-03
## 1632 -1.101245e-02 -3.255074e-03
## 1633 -8.814069e-03 -2.972118e-03
## 1634 -7.809928e-03 -1.606615e-03
## 1635 -1.219074e-02 -5.180997e-03
## 1636 -5.032430e-03 -9.409349e-04
## 1637 -1.069648e-02 -1.298240e-03
## 1638 -8.756936e-03 -1.569222e-03
## 1639 -7.182300e-03  1.753813e-03
## 1640 -1.038898e-02 -3.324888e-03
## 1641 -6.807855e-03  6.338748e-04
## 1642 -9.693393e-03 -6.130736e-03
## 1643  1.273665e-04  3.984334e-03
## 1644 -7.999184e-03  4.060800e-03
## 1645  3.518175e-02  3.196719e-03
## 1646 -7.250446e-03  8.537677e-03
## 1647 -8.737639e-03 -3.737463e-03
## 1648 -1.137102e-02 -4.665457e-03
## 1649 -8.532540e-03 -2.966377e-03
## 1650 -6.227210e-03  7.319233e-05
## 1651 -9.767545e-03 -1.967049e-04
## 1652 -1.267554e-02 -7.282908e-03
## 1653 -6.388525e-03 -1.304624e-04
## 1654 -8.318737e-03  8.660434e-04
## 1655 -5.576059e-03  3.190862e-03
## 1656 -9.059073e-03  1.655913e-04
## 1657 -8.457977e-03 -5.449470e-03
## 1658 -9.284403e-03  2.058942e-03
## 1659  3.176172e-02  2.842963e-04
## 1660  1.286848e-03 -3.302154e-03
## 1661 -9.624457e-03 -1.724742e-03
## 1662 -6.844274e-03 -2.644162e-03
## 1663 -7.652757e-03 -4.901521e-03
## 1664 -9.049738e-03 -2.398612e-03
## 1665  2.915066e-02 -2.358728e-03
## 1666 -8.635476e-03 -2.215965e-03
## 1667 -8.251428e-03 -1.908858e-03
## 1668  2.970786e-02 -1.283705e-03
## 1669  3.797699e-03  2.295651e-03
## 1670 -8.444695e-03  4.949016e-06
## 1671 -1.742207e-03  1.604223e-03
## 1672 -8.664905e-03 -3.140515e-03
## 1673  2.650982e-03  3.392103e-02
## 1674 -6.668465e-03 -3.426814e-03
## 1675  1.401465e-02 -6.102827e-03
## 1676 -7.929696e-04  6.399722e-02
## 1677 -9.167142e-03  1.653912e-03
## 1678 -8.306154e-03 -1.589590e-03
## 1679 -1.219264e-02 -5.141870e-03
## 1680 -9.411682e-03 -2.749676e-03
## 1681 -6.417941e-03 -3.022167e-03
## 1682 -1.219488e-02 -3.778704e-03
## 1683  4.246524e-03 -2.601789e-03
## 1684 -9.214334e-03 -1.227126e-03
## 1685 -8.313181e-03 -3.598712e-05
## 1686 -9.784240e-03 -5.806556e-03
## 1687  1.043238e-03 -2.831076e-03
## 1688 -9.799738e-03  1.988614e-03
## 1689 -3.799945e-03 -8.447107e-04
## 1690 -1.130972e-02 -4.404644e-03
## 1691  4.451269e-03  7.803277e-04
## 1692 -8.799178e-03  4.943931e-05
## 1693 -1.006450e-02 -3.008538e-03
## 1694 -4.218588e-04 -3.411692e-03
## 1695  3.072852e-02  9.144200e-04
## 1696 -5.625816e-03 -3.658177e-03
## 1697 -1.062896e-02 -3.580678e-03
## 1698  2.095414e-02  2.640067e-03
## 1699  7.538088e-03 -1.513867e-03
## 1700 -6.996003e-03 -4.231494e-03
## 1701 -1.033514e-02 -7.366544e-04
## 1702 -9.818622e-03 -2.969942e-03
## 1703 -1.057631e-02 -2.808413e-03
## 1704 -1.158197e-02  6.340189e-04
## 1705 -7.629257e-03 -2.031743e-03
## 1706  4.765546e-03 -6.338161e-04
## 1707 -7.383747e-03  1.390950e-03
## 1708  3.240847e-02 -1.782360e-03
## 1709 -9.119721e-03 -2.791390e-03
## 1710 -9.551524e-03  8.801566e-04
## 1711 -8.241071e-03  3.464575e-03
## 1712  3.088869e-02  1.709305e-04
## 1713  3.010904e-02 -2.864573e-03
## 1714 -1.137764e-02 -5.815791e-03
## 1715 -6.904858e-03 -1.957156e-03
## 1716 -6.960887e-03 -4.209223e-03
## 1717 -8.067101e-03  5.661153e-03
## 1718 -9.057611e-03 -4.864021e-03
## 1719 -9.516297e-03  1.446775e-03
## 1720 -1.223854e-02 -4.820977e-03
## 1721  1.402064e-02 -5.396863e-03
## 1722  3.759733e-02 -1.087516e-03
## 1723 -8.115500e-03  5.797323e-03
## 1724 -9.065286e-03 -1.893782e-03
## 1725 -8.208150e-03 -5.641832e-03
## 1726 -9.736533e-03 -2.282971e-03
## 1727 -6.632639e-03  5.864540e-04
## 1728 -4.740650e-03 -1.242674e-03
## 1729 -2.187144e-03  6.647736e-02
## 1730  2.473412e-03 -1.563498e-04
## 1731 -9.740580e-03 -2.600064e-03
## 1732 -3.658178e-03  2.481989e-03
## 1733 -6.976806e-03  1.611216e-03
## 1734 -7.590220e-03 -4.560297e-03
## 1735  2.279734e-02 -2.222428e-03
## 1736 -9.791941e-03 -9.436331e-04
## 1737  1.286848e-03 -3.302154e-03
## 1738 -7.169042e-03  3.109178e-04
## 1739 -9.220765e-03  5.469154e-04
## 1740 -9.507473e-03 -5.054048e-04
## 1741 -6.887801e-03 -1.794508e-03
## 1742 -1.010418e-02 -2.517804e-03
## 1743 -8.429951e-03 -7.748981e-04
## 1744  4.142171e-02 -1.109476e-03
## 1745 -1.019753e-02 -5.655388e-03
## 1746 -8.962290e-03 -2.308566e-03
## 1747 -9.721282e-03 -4.768305e-03
## 1748 -9.852339e-03 -3.995518e-03
## 1749 -6.624354e-03  3.528772e-03
## 1750 -6.328727e-03 -1.942608e-03
## 1751  2.432364e-03 -4.257608e-03
## 1752 -9.309301e-03 -1.965294e-03
## 1753 -8.863801e-03  1.083400e-03
## 1754 -2.178702e-03  5.439414e-03
## 1755 -7.355600e-03  2.783941e-04
## 1756 -7.863553e-03  1.027948e-03
## 1757 -6.641325e-03  1.551331e-03
## 1758 -6.002621e-03 -4.236556e-04
## 1759 -1.236501e-02 -4.407065e-03
## 1760 -6.369433e-03 -1.615649e-03
## 1761  3.240080e-02 -1.094334e-03
## 1762 -5.999974e-03 -1.893511e-03
## 1763 -8.201394e-03 -1.604134e-03
## 1764 -3.060824e-03  6.366156e-02
## 1765 -9.346351e-03 -3.436996e-03
## 1766 -7.872170e-03 -2.791456e-04
## 1767 -7.131756e-03  1.827090e-03
## 1768 -9.894877e-03 -1.932213e-04
## 1769 -8.647082e-03  8.012555e-04
## 1770 -1.034195e-02 -2.488561e-03
## 1771 -2.530865e-03  1.063788e-03
## 1772  4.294900e-02  2.383212e-03
## 1773 -4.012520e-03 -3.126771e-03
## 1774 -9.128407e-03 -1.826514e-03
## 1775 -1.047062e-02 -2.247559e-03
## 1776 -5.202047e-03 -2.845455e-03
## 1777 -5.981056e-03  1.919718e-03
## 1778 -3.720924e-03  4.751853e-03
## 1779 -5.404627e-03  2.912219e-03
## 1780  2.611302e-02 -3.441341e-03
## 1781 -9.001794e-03 -5.058909e-03
## 1782 -6.581614e-03 -4.332868e-03
## 1783 -6.988365e-03 -4.814168e-03
## 1784 -9.903745e-03 -1.746120e-03
## 1785 -4.835316e-03  2.508247e-04
## 1786 -1.051799e-02 -5.030150e-03
## 1787 -9.941562e-03 -2.881483e-03
## 1788 -6.683587e-03 -5.151943e-03
## 1789 -7.350893e-03 -1.396349e-03
## 1790 -1.017134e-02 -4.154608e-03
## 1791  3.496212e-02  4.809697e-03
## 1792 -7.723814e-03 -3.995072e-03
## 1793 -5.496253e-03  1.145653e-03
## 1794 -5.208088e-03  3.322142e-02
## 1795 -5.449959e-03  6.080134e-02
## 1796 -8.560094e-03  3.386434e-03
## 1797 -7.620707e-03 -3.271301e-03
## 1798 -1.199609e-02 -4.285916e-03
## 1799  3.094697e-02  4.079162e-03
## 1800  2.979063e-02  4.834371e-04
## 1801 -9.234935e-03 -2.824909e-03
## 1802 -9.841341e-03 -2.180700e-03
## 1803 -1.044928e-02 -4.986059e-04
## 1804 -6.782192e-03 -7.075236e-04
## 1805 -6.095519e-03  9.774970e-04
## 1806 -7.629713e-03 -5.202043e-03
## 1807 -1.130109e-02 -3.362033e-03
## 1808 -1.223408e-02 -5.483523e-03
## 1809  2.663259e-02 -5.727432e-03
## 1810 -9.283800e-03 -6.095755e-03
## 1811 -7.088021e-03 -2.972536e-05
## 1812  3.786736e-02  2.246661e-03
## 1813 -6.307128e-03  1.146531e-03
## 1814  1.102482e-03 -3.407949e-04
## 1815  4.043731e-02 -1.415129e-03
## 1816 -8.757239e-03 -1.142365e-03
## 1817 -7.312578e-03 -2.344372e-03
## 1818 -7.959787e-03 -3.082924e-03
## 1819 -1.003987e-02 -3.828259e-03
## 1820 -1.013449e-02 -2.855658e-03
## 1821 -1.070095e-02 -5.068625e-03
## 1822 -3.409669e-03 -3.672516e-03
## 1823 -6.725544e-03 -4.313417e-03
## 1824 -7.928095e-03 -6.030247e-04
## 1825  3.829688e-02  3.092740e-04
## 1826 -9.969463e-03 -3.245428e-03
## 1827 -1.193917e-02 -5.599770e-03
## 1828  3.948290e-02 -7.593149e-04
## 1829  5.437395e-02 -5.675448e-03
## 1830 -2.397131e-03 -3.561882e-03
## 1831 -2.600668e-03 -5.466009e-03
## 1832  3.396682e-02 -1.441908e-03
## 1833  3.428796e-02 -6.015139e-03
## 1834 -8.221533e-03 -5.858561e-03
## 1835 -8.534211e-03 -5.526863e-03
## 1836 -8.782078e-03 -3.770022e-03
## 1837 -7.956758e-03 -3.744953e-03
## 1838 -7.630283e-03  3.170792e-04
## 1839 -1.019030e-02 -4.634331e-03
## 1840 -7.938717e-03 -3.664604e-03
## 1841  4.061670e-02 -1.686800e-03
## 1842 -2.770614e-03 -1.460258e-03
## 1843  5.271890e-02 -1.385801e-03
## 1844  9.872745e-03 -7.194197e-04
## 1845  6.522032e-03 -3.282480e-03
## 1846  3.086420e-02  5.322784e-05
## 1847  3.976304e-02 -3.772620e-03
## 1848  4.839860e-02  1.039732e-03
## 1849 -6.193893e-03 -5.091936e-03
## 1850  5.239056e-02 -1.450589e-03
## 1851 -8.487760e-03 -4.659521e-03
## 1852 -6.767354e-03 -2.050211e-03
## 1853 -7.950964e-03 -4.179544e-03
## 1854  4.841245e-02  1.879788e-03
## 1855 -2.860303e-03 -3.148550e-03
## 1856 -3.193163e-03 -3.785270e-03
## 1857 -1.113885e-02 -6.498496e-03
## 1858  2.630954e-02 -2.227167e-03
## 1859  1.165934e-04 -1.305622e-03
## 1860  3.715359e-02 -3.720849e-03
## 1861 -8.627309e-03 -4.640685e-03
## 1862 -7.862083e-03 -4.418323e-03
## 1863 -6.166536e-03  1.367103e-03
## 1864 -3.131340e-03 -5.469367e-03
## 1865  5.822103e-03 -2.512207e-03
## 1866 -7.206551e-03 -2.573077e-03
## 1867  4.441311e-02 -1.979930e-03
## 1868  2.205151e-03 -1.472458e-03
## 1869 -7.594762e-03  1.277952e-03
## 1870 -9.115712e-05 -5.525767e-03
## 1871 -3.977681e-03 -4.464995e-03
## 1872 -1.035990e-02 -5.677334e-03
## 1873 -8.044241e-03 -2.258468e-03
## 1874 -8.457952e-03 -6.685494e-03
## 1875  3.450487e-03 -2.650841e-03
## 1876 -7.288833e-03 -2.009401e-03
## 1877 -8.487760e-03 -4.659521e-03
## 1878  4.982910e-02 -3.583999e-04
## 1879 -7.248475e-04 -3.525276e-03
## 1880  5.220261e-02 -4.914455e-03
## 1881 -6.552083e-03 -2.111691e-03
## 1882 -6.676944e-03 -5.723838e-03
## 1883 -6.869772e-03 -3.539967e-03
## 1884 -7.603666e-03 -3.402476e-03
## 1885 -3.360470e-03 -3.201215e-03
## 1886 -1.120884e-02 -6.964547e-03
## 1887 -5.791226e-03 -5.135960e-03
## 1888  8.284096e-03 -1.570405e-03
## 1889  4.248338e-02 -1.795282e-03
## 1890  2.902131e-03 -3.417433e-03
## 1891 -7.088440e-03 -2.962467e-03
## 1892 -3.431182e-03 -2.304134e-03
## 1893  4.709266e-02 -9.932423e-04
## 1894 -6.309503e-03 -6.830512e-03
## 1895 -6.847328e-03 -3.674683e-03
## 1896 -5.195712e-03 -2.498784e-03
## 1897 -6.439604e-03 -4.253769e-03
## 1898  6.813965e-03 -8.421669e-03
## 1899  3.099543e-02 -4.382823e-03
## 1900  1.591835e-03 -2.922644e-03
## 1901 -8.611377e-03 -1.083921e-03
## 1902 -2.313324e-03 -2.684107e-03
## 1903 -6.919928e-03 -3.569010e-03
## 1904 -7.828655e-03 -2.444179e-03
## 1905  4.576577e-02 -3.063749e-03
## 1906 -5.147508e-03  4.994024e-03
## 1907 -6.957838e-03 -3.829195e-03
## 1908  5.297140e-03  8.362112e-04
## 1909 -8.043330e-03 -5.216881e-03
## 1910  4.302875e-02 -6.166005e-03
## 1911  4.991254e-02  1.058734e-03
## 1912  1.830857e-02 -4.588273e-04
## 1913 -7.817138e-03  3.241055e-04
## 1914  3.639233e-02 -5.324702e-03
## 1915 -9.320673e-03 -5.912824e-03
## 1916 -9.309304e-03 -5.532874e-03
## 1917 -8.283684e-03 -4.052391e-03
## 1918  4.028638e-02 -6.990674e-03
## 1919 -8.263433e-03 -3.784706e-03
## 1920 -4.463891e-03 -1.776584e-03
## 1921 -8.145417e-03 -3.905215e-03
## 1922  4.504784e-02  3.643314e-04
## 1923  4.053860e-02 -2.158744e-03
## 1924 -4.890675e-03 -3.402046e-03
## 1925 -6.473242e-03 -1.735706e-03
## 1926  4.492952e-02  3.580172e-03
## 1927 -1.076494e-03 -4.010978e-03
## 1928 -9.090593e-03 -4.001637e-03
## 1929  6.688250e-03 -1.072227e-03
## 1930  4.174624e-02 -5.345714e-03
## 1931 -3.383202e-03 -2.343434e-03
## 1932 -2.204612e-03 -4.120365e-03
## 1933  3.105346e-02  3.244408e-04
## 1934 -1.004177e-02 -4.619857e-03
## 1935  4.154013e-02 -2.508457e-03
## 1936 -4.869166e-03  2.401965e-03
## 1937 -9.846142e-03 -2.326827e-03
## 1938 -8.028067e-03 -4.154071e-03
## 1939 -8.980590e-03 -4.725275e-03
## 1940 -3.193584e-04 -3.537818e-03
## 1941 -7.572905e-03  9.959195e-04
## 1942 -4.765281e-03 -4.065718e-03
## 1943 -5.251649e-03 -4.495635e-03
## 1944 -1.032823e-02 -2.907167e-03
## 1945  5.161328e-03  3.657004e-03
## 1946 -6.640496e-03 -5.168817e-06
## 1947 -3.062371e-03 -2.321745e-03
## 1948 -7.006818e-03 -2.353778e-03
## 1949 -5.350243e-03 -4.358061e-03
## 1950 -5.576059e-03  3.190862e-03
## 1951 -1.221950e-02 -3.430180e-03
## 1952 -6.309609e-03  4.478325e-04
## 1953  4.446784e-02 -1.687269e-03
## 1954 -6.172811e-03 -2.235336e-03
## 1955 -6.682687e-03 -5.051195e-04
## 1956 -8.868487e-03 -6.473054e-03
## 1957 -3.220745e-03 -1.926249e-03
## 1958  4.464415e-02  6.703655e-04
## 1959 -8.944598e-03  5.172194e-03
## 1960 -2.232174e-03  3.433450e-03
## 1961  3.795003e-02 -3.900306e-03
## 1962 -8.703419e-03 -2.534803e-03
## 1963 -9.854165e-03 -5.025248e-03
## 1964 -8.718449e-03 -4.318955e-03
## 1965  4.257101e-02 -3.464763e-03
## 1966 -7.242243e-03 -1.977749e-03
## 1967 -6.041545e-03 -5.974480e-05
## 1968 -6.680155e-03 -1.152242e-03
## 1969  7.725744e-03 -4.462204e-03
## 1970  2.210431e-02  2.734437e-03
## 1971 -9.790623e-03 -5.857475e-03
## 1972  4.150305e-02  1.900606e-03
## 1973 -6.825201e-03  2.612684e-03
## 1974 -6.209607e-03 -5.560295e-03
## 1975 -1.027262e-02 -2.815470e-03
## 1976 -9.201463e-03 -3.495635e-03
## 1977 -1.022490e-02  1.335192e-04
## 1978 -7.986272e-03 -1.282793e-03
## 1979  5.725850e-03  7.539886e-04
## 1980 -9.078022e-03 -2.481478e-03
## 1981 -3.086545e-03 -7.165865e-04
## 1982 -8.548534e-03 -4.385848e-03
## 1983 -6.492282e-03  6.824107e-04
## 1984  1.867094e-02 -2.793554e-03
## 1985 -4.944688e-03 -1.985790e-03
## 1986  1.766387e-02  2.185743e-03
## 1987 -6.331735e-03 -5.223253e-04
## 1988 -7.705043e-03 -1.995972e-03
## 1989  4.496186e-02  2.597583e-04
## 1990 -1.041179e-02 -9.165436e-04
## 1991 -6.628757e-03 -1.889148e-03
## 1992 -6.912716e-03 -1.014226e-03
## 1993 -8.529229e-03 -2.708708e-03
## 1994 -1.013145e-02 -5.860367e-04
## 1995 -7.374182e-03  1.093367e-03
## 1996 -7.288680e-03  3.009865e-04
## 1997 -1.189143e-03  1.381457e-03
## 1998 -8.197022e-03  1.875586e-04
## 1999  3.178260e-02  3.500254e-04
## 2000 -1.000142e-02 -5.167228e-03
## 2001 -9.658926e-03 -3.245561e-03
## 2002 -3.858625e-03 -1.257259e-03
## 2003 -3.184988e-03 -2.303706e-03
## 2004 -6.992516e-03 -4.295382e-03
## 2005 -8.511003e-03 -6.559044e-04
## 2006 -6.396771e-03 -1.222723e-03
## 2007 -7.325304e-03 -5.660458e-03
## 2008 -9.271350e-03 -4.210379e-03
## 2009  2.864817e-02 -1.314883e-03
## 2010 -1.141184e-02 -3.497358e-03
## 2011 -6.066286e-04  3.644663e-02
## 2012  2.129170e-03  6.587322e-02
## 2013 -2.515220e-03 -4.083424e-03
## 2014 -7.550925e-03  2.504977e-03
## 2015 -7.635317e-03  1.809723e-03
## 2016 -8.221766e-03 -1.195974e-03
## 2017  3.605567e-02 -5.218381e-03
## 2018 -8.914386e-03 -3.662229e-03
## 2019 -8.701781e-03 -2.823806e-03
## 2020  3.621325e-02 -2.468258e-03
## 2021 -2.678895e-03 -4.049265e-03
## 2022 -4.820125e-03  1.584259e-03
## 2023 -6.790087e-04  2.122864e-04
## 2024  3.670344e-02 -3.867581e-03
## 2025 -7.679655e-03 -5.125864e-04
## 2026 -1.061625e-02 -2.687948e-03
## 2027 -8.687278e-03 -2.113527e-03
## 2028 -3.869125e-03  4.875656e-03
## 2029 -6.414752e-03 -4.914935e-03
## 2030  4.137735e-02 -4.294228e-04
## 2031 -8.216446e-03  2.333745e-03
## 2032 -6.375621e-03 -2.689527e-03
## 2033 -2.129075e-03 -1.752545e-03
## 2034 -6.940926e-03 -7.228719e-04
## 2035 -9.523405e-03  6.407033e-05
## 2036 -7.524131e-03 -3.288336e-03
## 2037 -9.163817e-03 -5.613339e-03
## 2038 -1.243668e-02 -6.094314e-03
## 2039 -8.515701e-03 -1.270620e-03
## 2040 -9.306857e-03 -4.480417e-03
## 2041  2.546469e-02 -5.318551e-03
## 2042 -7.957180e-03 -5.562454e-03
## 2043 -6.745798e-03 -2.997701e-03
## 2044 -1.235970e-02 -4.203656e-03
## 2045 -9.978149e-03 -2.280551e-03
## 2046  2.779189e-02  1.663884e-03
## 2047 -3.831890e-03 -3.220179e-03
## 2048 -8.946648e-03 -4.091490e-03
## 2049 -8.019803e-03 -2.770549e-03
## 2050 -6.388776e-03 -1.771316e-03
## 2051  2.739639e-02 -5.607183e-03
## 2052 -5.553871e-03 -9.479496e-04
## 2053 -1.143281e-02 -5.006531e-03
## 2054 -4.446155e-03  9.732540e-04
## 2055  3.110963e-02 -3.806896e-03
## 2056 -9.883781e-03 -4.019793e-03
## 2057 -7.252199e-03  5.077058e-03
## 2058 -1.035394e-02 -3.453580e-03
## 2059 -4.121981e-03 -3.074613e-04
## 2060 -3.065086e-03  6.250539e-02
## 2061 -6.122273e-03  2.807569e-03
## 2062 -6.738366e-03  1.756575e-03
## 2063 -5.238781e-03  4.193137e-04
## 2064 -1.020278e-02 -5.625166e-04
## 2065 -1.146208e-02 -4.319009e-03
## 2066 -5.724856e-03 -3.987669e-03
## 2067 -1.375398e-02 -7.393354e-03
## 2068  1.190255e-04  7.303250e-02
## 2069 -4.678065e-03 -1.251627e-03
## 2070 -6.120279e-03 -3.964194e-03
## 2071  4.613077e-02 -3.402534e-03
## 2072 -8.236801e-04 -4.549757e-03
## 2073 -5.279289e-03  1.488131e-03
## 2074 -7.420580e-03 -9.217293e-04
## 2075 -7.247562e-03  1.145430e-04
## 2076  4.294002e-02 -5.621988e-03
## 2077  2.689299e-03  7.137546e-02
## 2078 -4.846482e-03 -4.195221e-03
## 2079 -6.783143e-03 -2.635641e-03
## 2080 -6.841717e-03 -8.018078e-04
## 2081  2.483096e-02  3.066291e-03
## 2082 -8.060472e-03 -5.926900e-04
## 2083 -1.017378e-02 -3.418773e-03
## 2084 -1.086861e-02 -5.367012e-03
## 2085 -6.098660e-03  5.426590e-03
## 2086 -4.596384e-04  6.680688e-02
## 2087 -1.079308e-02 -5.739140e-03
## 2088 -9.606838e-03 -4.097507e-03
## 2089 -1.449755e-03 -3.337431e-03
## 2090 -5.679997e-04  1.752545e-03
## 2091  5.590227e-02 -2.808675e-03
## 2092 -7.540710e-03  1.071671e-03
## 2093  4.310824e-02 -2.778447e-03
## 2094 -5.811179e-03 -5.493508e-03
## 2095 -8.381706e-03 -2.190805e-03
## 2096  7.211586e-04  7.464429e-02
## 2097 -5.375146e-03 -6.545142e-03
## 2098  3.178470e-02 -5.828416e-03
## 2099  3.099819e-02 -7.275488e-03
## 2100 -8.703639e-03  3.399108e-04
## 2101 -1.039642e-02 -2.445527e-03
## 2102 -8.584219e-03 -3.925524e-03
## 2103 -8.255337e-03 -2.111160e-03
## 2104  2.045950e-04 -6.062343e-03
## 2105  5.351725e-02  3.770250e-04
## 2106  3.549096e-02  2.844368e-03
## 2107 -1.027505e-02 -7.129520e-03
## 2108 -8.715000e-03 -6.100781e-04
## 2109 -1.227056e-02 -6.576367e-03
## 2110 -1.068863e-02 -2.146437e-03
## 2111 -4.241087e-03  6.529963e-02
## 2112 -1.059126e-02 -2.597940e-03
## 2113 -8.331825e-03  3.748572e-03
## 2114 -4.943968e-03 -1.022498e-03
## 2115 -4.223731e-03 -2.113484e-03
## 2116 -1.026516e-02 -3.438763e-04
## 2117  2.884133e-02 -1.734800e-03
## 2118 -6.721784e-03 -4.814137e-04
## 2119  3.885020e-02 -3.835955e-03
## 2120 -9.657615e-03 -3.662993e-03
## 2121 -1.140891e-02 -4.460903e-03
## 2122 -5.247714e-03  3.255650e-03
## 2123 -8.535989e-03 -1.271924e-03
## 2124 -4.687297e-03  2.275828e-03
## 2125 -1.055123e-02 -4.291155e-03
## 2126 -9.885193e-03 -1.208219e-03
## 2127  3.684314e-02 -2.632005e-03
## 2128 -3.276386e-03 -1.635173e-03
## 2129  3.901442e-02  2.304590e-04
## 2130 -8.302838e-03  4.128096e-03
## 2131 -9.542651e-03 -5.860493e-03
## 2132 -8.016847e-03  1.985045e-03
## 2133 -5.172277e-03  2.890292e-03
## 2134  1.499527e-03  6.530922e-02
## 2135 -6.934273e-03 -3.712255e-03
## 2136 -9.182442e-03  4.571835e-03
## 2137 -7.954472e-03 -2.879514e-03
## 2138 -8.655259e-03  8.827378e-04
## 2139 -1.020843e-02 -2.476695e-03
## 2140 -8.739312e-03 -4.127270e-03
## 2141 -9.244552e-03 -5.839148e-03
## 2142 -9.032614e-03 -2.793699e-03
## 2143 -1.020278e-02 -5.625166e-04
## 2144 -4.033210e-03  3.724587e-04
## 2145 -8.704207e-03 -4.914240e-03
## 2146 -3.376335e-03 -3.715068e-03
## 2147 -9.982722e-03 -3.164547e-03
## 2148 -8.689416e-03 -9.598702e-05
## 2149 -9.128407e-03 -1.826514e-03
## 2150 -8.956865e-03 -3.098800e-03
## 2151 -9.852339e-03 -3.995518e-03
## 2152  1.464390e-03 -3.691852e-03
## 2153 -9.047257e-03 -1.699914e-03
## 2154 -2.011492e-03  7.481230e-04
## 2155 -6.576733e-03  3.216340e-03
## 2156  3.033219e-02  2.382621e-03
## 2157 -1.029294e-02 -2.996136e-03
## 2158 -1.023368e-02 -1.280017e-03
## 2159  4.537206e-02 -4.595321e-03
## 2160 -9.729662e-03 -5.816482e-03
## 2161  4.146867e-03 -1.342331e-04
## 2162 -6.682997e-03  1.955143e-03
## 2163 -1.025748e-02 -4.187578e-03
## 2164 -9.866739e-03 -4.381189e-03
## 2165 -5.142311e-04 -5.687779e-03
## 2166  3.056119e-02  1.565809e-04
## 2167 -1.143723e-02 -4.892803e-03
## 2168  3.890576e-02 -4.622864e-03
## 2169 -7.875936e-03  1.099815e-03
## 2170 -9.716862e-03 -2.734300e-03
## 2171 -3.445838e-03  1.907402e-04
## 2172 -8.339571e-03 -9.345475e-04
## 2173 -4.375413e-03 -2.957932e-03
## 2174 -1.068760e-02 -3.721778e-03
## 2175 -7.630002e-03  2.013132e-03
## 2176 -7.378080e-03 -4.593780e-03
## 2177 -8.131600e-03 -4.766479e-03
## 2178 -6.901135e-03  8.342550e-04
## 2179 -9.256181e-03 -3.506405e-04
## 2180 -9.317264e-03 -1.864831e-04
## 2181 -7.873737e-03  3.248426e-03
## 2182 -7.012444e-03 -4.984614e-03
## 2183 -8.931531e-03 -6.858809e-04
## 2184 -1.002377e-02 -3.716875e-03
## 2185 -8.778819e-03 -1.207202e-03
## 2186 -9.739917e-03 -6.263362e-03
## 2187  3.134114e-02  1.036805e-03
## 2188 -8.635183e-03 -1.328182e-03
## 2189 -4.754892e-03  7.130747e-03
## 2190 -4.510828e-03  1.177616e-03
## 2191  3.332680e-02 -1.069215e-03
## 2192 -9.962498e-03 -1.563378e-03
## 2193 -7.891226e-03  2.626014e-03
## 2194 -6.309717e-03  4.712381e-03
## 2195 -6.708758e-03  8.409374e-05
## 2196  4.912476e-02  1.662584e-03
## 2197 -7.342637e-03  3.919993e-03
## 2198 -8.674257e-03 -4.834505e-03
## 2199 -4.863891e-03 -3.308941e-03
## 2200 -7.745808e-03  3.005854e-04
## 2201 -7.806247e-03  7.485645e-06
## 2202 -7.881251e-03  8.964056e-04
## 2203 -8.578110e-03 -1.982309e-03
## 2204  2.980888e-02 -1.817897e-03
## 2205 -1.021297e-02 -6.848069e-03
## 2206  2.578970e-02  1.738672e-03
## 2207  4.306817e-02  5.366959e-03
## 2208 -9.690467e-03  1.828497e-03
## 2209 -4.968295e-03 -2.720023e-03
## 2210 -1.009711e-02 -2.793080e-03
## 2211 -1.040441e-02 -2.604966e-03
## 2212 -9.478289e-03 -4.201774e-03
## 2213 -1.714016e-03  5.897489e-03
## 2214 -5.008329e-03 -2.681217e-03
## 2215 -9.676632e-03 -9.351613e-04
## 2216 -1.100872e-02 -4.084822e-05
## 2217 -8.765852e-03 -3.647754e-03
## 2218 -1.067644e-02 -5.170629e-03
## 2219 -6.216035e-03  1.290393e-03
## 2220 -1.117483e-02  4.412043e-04
## 2221  3.481294e-02  1.742715e-03
## 2222 -8.986721e-03 -3.933367e-03
## 2223  2.755111e-02 -4.181132e-03
## 2224 -7.402733e-03  1.376193e-03
## 2225 -4.980803e-03 -1.601524e-03
## 2226 -1.002909e-02 -3.920285e-03
## 2227 -1.031226e-02 -2.810115e-04
## 2228 -7.677688e-03 -2.301340e-03
## 2229 -9.833518e-03 -1.294653e-03
## 2230 -7.857806e-03 -1.057821e-03
## 2231 -5.621977e-03  6.969961e-04
## 2232 -6.542958e-03 -3.447366e-03
## 2233 -8.324619e-03 -1.145021e-03
## 2234 -5.569974e-03 -5.057438e-03
## 2235 -1.147869e-02 -1.534619e-03
## 2236 -1.029450e-02 -3.436978e-03
## 2237 -5.040860e-03  6.636500e-02
## 2238 -3.958916e-03 -1.797912e-03
## 2239 -7.736558e-03  1.331093e-03
## 2240 -2.091912e-04  3.119959e-03
## 2241 -7.702492e-03 -1.450030e-03
## 2242 -1.283665e-02 -6.176759e-03
## 2243 -1.022460e-02 -3.945380e-03
## 2244 -1.016893e-02 -1.084164e-03
## 2245  3.401590e-02  2.103099e-04
## 2246 -7.783702e-03  5.051403e-04
## 2247 -2.891573e-03  6.418200e-02
## 2248 -7.246446e-03 -1.729252e-03
## 2249 -7.772168e-03 -3.312158e-03
## 2250 -9.083337e-03 -2.684888e-03
## 2251  4.270096e-04  6.621398e-02
## 2252 -8.926425e-03 -4.781671e-03
## 2253 -7.517681e-03 -2.169449e-03
## 2254 -1.027570e-02  9.526054e-04
## 2255 -6.777484e-03 -2.985835e-05
## 2256  3.149978e-03 -1.576947e-03
## 2257  4.148834e-02  5.585524e-04
## 2258 -1.031758e-02 -4.844209e-04
## 2259 -8.318737e-03  8.660434e-04
## 2260 -2.975350e-03 -6.333209e-03
## 2261 -9.332102e-03 -1.977131e-03
## 2262  4.880118e-02  9.831627e-04
## 2263 -9.507681e-03 -1.912503e-03
## 2264 -7.741436e-03  5.321745e-03
## 2265 -8.713880e-03 -3.697601e-03
## 2266 -9.972486e-03  4.634593e-04
## 2267 -5.156245e-03  6.165187e-02
## 2268 -5.151099e-03  2.007171e-03
## 2269 -6.039475e-03 -3.286042e-03
## 2270 -5.050249e-03 -1.361775e-03
## 2271 -1.475457e-03 -7.195796e-03
## 2272 -1.482526e-03 -2.119989e-03
## 2273 -1.701212e-03 -4.634097e-03
## 2274 -6.682255e-03  1.274556e-03
## 2275  3.162278e-02  2.026348e-03
## 2276 -1.165571e-02 -5.541900e-03
## 2277 -8.131044e-03 -3.253192e-03
## 2278 -6.988453e-03  3.309719e-03
## 2279 -7.392698e-03 -4.189170e-03
## 2280 -1.010616e-02 -5.175285e-03
## 2281 -1.067719e-02 -3.918692e-03
## 2282 -9.727308e-04  3.704348e-02
## 2283  2.047531e-02 -3.241764e-03
## 2284 -8.077506e-03  5.916931e-04
## 2285 -8.647287e-03 -3.970131e-03
## 2286 -6.976463e-03 -6.304362e-03
## 2287 -5.225359e-03 -3.951846e-03
## 2288  4.007111e-02 -7.828078e-04
## 2289 -1.116587e-02 -3.918524e-03
## 2290 -7.182813e-03 -1.319097e-03
## 2291 -5.556293e-03 -3.008893e-03
## 2292  2.005174e-02  3.163254e-02
## 2293 -7.837847e-03  1.574361e-03
## 2294 -5.779754e-03  3.040245e-03
## 2295 -6.922341e-03  4.068127e-04
## 2296 -5.605832e-03 -3.507037e-03
## 2297  3.471316e-02 -1.449637e-03
## 2298 -1.102919e-02 -2.087153e-03
## 2299 -1.009645e-02 -1.918712e-03
## 2300 -4.990636e-03  1.084013e-03
## 2301 -1.239975e-02 -5.535024e-03
## 2302 -7.299836e-03  1.749838e-03
## 2303 -6.381397e-03 -5.101687e-03
## 2304 -9.535056e-03 -2.048371e-03
## 2305 -2.519508e-03 -4.184451e-03
## 2306 -7.702887e-03 -4.278297e-03
## 2307 -8.455118e-03 -3.525503e-03
## 2308  4.553428e-03  6.353740e-02
## 2309 -5.684272e-03  2.613808e-03
## 2310 -8.618961e-03  7.788809e-04
## 2311 -1.105377e-02 -2.466843e-03
## 2312  6.463415e-04  6.621967e-02
## 2313 -9.666127e-03 -6.022889e-03
## 2314  3.395286e-02  7.995913e-04
## 2315 -9.717397e-03 -3.449139e-03
## 2316 -6.731379e-03 -1.338783e-03
## 2317  2.578009e-02 -5.323301e-03
## 2318 -3.443635e-03  6.335907e-02
## 2319 -9.754940e-03 -5.185678e-03
## 2320 -1.177796e-02 -4.885724e-03
## 2321 -6.490938e-03 -2.136647e-03
## 2322 -9.465274e-03 -2.764887e-03
## 2323 -7.302783e-03  3.314288e-04
## 2324 -8.551928e-03  2.393630e-03
## 2325 -6.990528e-03  8.684531e-04
## 2326 -9.483349e-03 -4.436925e-03
## 2327 -8.148076e-03 -4.549534e-03
## 2328 -6.391916e-03  5.992216e-04
## 2329 -8.761158e-03 -5.547943e-04
## 2330 -9.962498e-03 -1.563378e-03
## 2331 -7.455272e-03 -4.501728e-03
## 2332 -8.340950e-03 -8.163338e-04
## 2333 -1.016773e-02 -5.480951e-03
## 2334 -8.307233e-03 -4.162622e-03
## 2335 -7.980675e-03 -3.546274e-03
## 2336  3.201007e-02  1.252707e-03
## 2337 -5.301044e-03  8.178629e-04
## 2338 -7.091496e-03 -1.945126e-03
## 2339 -6.767740e-03 -5.873450e-04
## 2340 -7.360303e-03 -5.632763e-04
## 2341  8.237615e-03 -3.094219e-03
## 2342 -6.926167e-03  2.527172e-03
## 2343 -5.794207e-03 -3.191007e-03
## 2344 -1.025316e-02  9.244811e-05
## 2345 -7.289888e-03  1.555683e-04
## 2346 -9.323109e-03 -4.411358e-03
## 2347 -6.213554e-03  1.989091e-03
## 2348 -3.113469e-03  6.309578e-02
## 2349 -8.958506e-03 -2.077344e-03
## 2350 -8.536549e-03 -6.763343e-03
## 2351  5.911907e-04 -2.812944e-03
## 2352 -8.189078e-03 -9.673142e-05
## 2353 -1.132367e-02  1.413551e-03
## 2354 -1.098244e-02 -2.490363e-03
## 2355 -8.012757e-03 -8.419467e-04
## 2356 -7.659589e-03 -2.634018e-03
## 2357 -1.415025e-03 -2.933706e-03
## 2358 -4.526643e-03  1.174665e-03
## 2359 -1.064018e-02 -6.084241e-03
## 2360 -7.897025e-03 -6.690345e-04
## 2361 -1.013484e-02 -2.788380e-03
## 2362 -1.025732e-02 -4.702060e-03
## 2363  1.079109e-03 -3.042227e-03
## 2364 -7.235680e-03 -1.362830e-03
## 2365 -7.766853e-03 -3.108749e-03
## 2366 -7.863553e-03  1.027948e-03
## 2367 -5.076001e-03  3.414198e-02
## 2368 -7.580210e-03 -3.208603e-04
## 2369 -7.637421e-03 -2.048181e-03
## 2370 -2.379034e-03  6.435228e-04
## 2371 -8.969224e-03 -6.127898e-04
## 2372 -5.575289e-03 -5.260847e-03
## 2373  5.597954e-04 -2.543391e-03
## 2374 -4.153928e-03  3.336123e-03
## 2375 -5.724692e-03 -1.859978e-03
## 2376 -8.771167e-03 -3.851164e-03
## 2377 -9.990613e-03 -1.778624e-03
## 2378 -9.155035e-03  9.315719e-04
## 2379 -1.018870e-02 -3.037245e-03
## 2380  3.217881e-02  6.693715e-04
## 2381 -7.988151e-03  1.325703e-04
## 2382 -5.691777e-03  9.436825e-04
## 2383  4.656133e-03  7.190700e-02
## 2384 -1.028089e-02 -2.700602e-03
## 2385 -5.798185e-04 -6.775215e-03
## 2386  3.317287e-04  2.443422e-03
## 2387 -7.087913e-03 -2.278496e-03
## 2388  1.659680e-02  8.394258e-04
## 2389 -7.993885e-03  3.993392e-04
## 2390 -1.246074e-03 -3.911047e-03
## 2391 -1.091920e-02 -6.000587e-03
## 2392 -9.697863e-03 -2.755187e-04
## 2393 -9.341564e-03 -2.394555e-03
## 2394 -1.011205e-02 -2.857356e-03
## 2395 -4.402384e-03  6.797684e-04
## 2396  4.111382e-02  7.837052e-04
## 2397 -8.617183e-03 -3.789490e-03
## 2398 -8.369109e-03 -3.756295e-03
## 2399 -8.339571e-03 -9.345475e-04
## 2400 -6.465301e-03  1.344293e-03
## 2401 -2.103822e-04  1.760034e-03
## 2402 -1.200752e-02 -2.914586e-03
## 2403 -9.238016e-03 -1.870369e-03
## 2404  3.354343e-02  2.300451e-05
## 2405 -1.042742e-02 -1.101114e-03
## 2406 -5.194732e-03  1.975553e-03
## 2407 -6.534248e-04 -4.811029e-03
## 2408 -8.334536e-03 -2.427191e-03
## 2409 -7.616343e-03  2.564109e-03
## 2410 -4.753257e-03  1.480574e-03
## 2411 -1.025373e-02 -1.715206e-03
## 2412 -6.880165e-03 -5.080122e-03
## 2413 -4.480222e-05  1.950979e-03
## 2414 -7.877796e-03 -4.141740e-03
## 2415 -1.156992e-02 -3.767851e-03
## 2416 -1.305452e-02 -4.751502e-03
## 2417 -8.003015e-03 -1.656925e-03
## 2418 -9.210475e-03 -3.917740e-03
## 2419  3.318194e-02 -4.049000e-03
## 2420 -8.479941e-03 -1.638981e-03
## 2421  1.911282e-02 -1.240257e-03
## 2422 -5.291810e-03  4.337013e-04
## 2423 -7.586244e-03 -2.870059e-03
## 2424  3.096761e-02 -9.503381e-04
## 2425 -7.885954e-03 -1.196692e-04
## 2426 -9.030578e-03 -1.373237e-03
## 2427 -7.477935e-03 -3.967760e-03
## 2428 -1.192937e-02 -5.957237e-03
## 2429  2.614818e-04  1.189777e-03
## 2430 -8.506920e-03 -4.076666e-03
## 2431 -7.551084e-03  6.331108e-04
## 2432  3.284458e-02  4.108936e-03
## 2433 -1.091483e-02 -4.208895e-03
## 2434 -9.490278e-03 -2.905154e-03
## 2435 -3.300970e-03 -2.543847e-03
## 2436 -5.001746e-03 -2.223650e-03
## 2437 -6.605693e-03 -1.154627e-03
## 2438 -7.458570e-03  1.734489e-03
## 2439 -9.642083e-03 -4.452273e-03
## 2440 -8.270347e-03 -3.683850e-03
## 2441 -8.337968e-03 -5.054007e-03
## 2442 -9.561694e-03 -4.581661e-03
## 2443 -8.760385e-03  1.252317e-04
## 2444 -7.770870e-03 -2.457219e-04
## 2445 -1.015477e-02 -2.259114e-03
## 2446  4.763943e-02  1.245541e-02
## 2447  3.105285e-02 -4.569951e-03
## 2448 -8.087427e-03  2.972040e-03
## 2449 -3.327145e-03  1.140061e-03
## 2450 -7.939066e-03 -4.195507e-03
## 2451 -7.635317e-03  1.809723e-03
## 2452 -7.418607e-03 -2.699172e-03
## 2453 -8.459471e-03 -1.610612e-03
## 2454 -7.746121e-03 -2.506845e-03
## 2455 -7.583585e-03  2.867607e-03
## 2456 -6.679803e-03  3.665322e-03
## 2457 -5.784759e-03 -7.796184e-04
## 2458 -8.546613e-03  2.597039e-03
## 2459 -8.945846e-03 -3.597316e-03
## 2460 -4.444559e-03 -1.086146e-03
## 2461 -5.123298e-03 -1.850428e-03
## 2462  4.057320e-02 -3.141316e-03
## 2463 -9.827693e-03 -1.076925e-03
## 2464 -9.472938e-03 -7.845437e-04
## 2465 -9.098509e-03 -4.225383e-03
## 2466 -7.802337e-03 -9.899167e-04
## 2467 -9.050850e-03 -2.579291e-03
## 2468 -7.616788e-03  9.388804e-04
## 2469  4.327485e-02 -4.864475e-03
## 2470 -8.665306e-03 -2.098357e-03
## 2471  4.277153e-02  4.252108e-03
## 2472 -8.678003e-03 -4.836127e-03
## 2473 -1.012829e-02  5.167286e-04
## 2474 -7.496381e-03  8.938836e-04
## 2475  4.079457e-02 -5.592291e-04
## 2476 -4.836389e-03 -2.412034e-04
## 2477 -8.905918e-03  1.041030e-03
## 2478 -7.880020e-03 -2.740198e-03
## 2479 -1.182714e-02 -5.263257e-03
## 2480  1.020124e-02 -5.502548e-03
## 2481 -1.592758e-04  8.651689e-04
## 2482 -4.391548e-03 -4.610951e-03
## 2483  5.369305e-03 -8.645138e-04
## 2484  1.683040e-02  2.985797e-02
## 2485  2.903778e-02 -5.182417e-03
## 2486 -9.128407e-03 -1.826514e-03
## 2487 -9.780475e-03 -7.880907e-04
## 2488 -8.694523e-03 -3.671275e-03
## 2489 -9.288673e-03 -1.814049e-03
## 2490 -1.133718e-02 -2.019334e-03
## 2491  4.309239e-02 -6.629555e-03
## 2492  4.774009e-02  1.238239e-03
## 2493 -5.926854e-03 -3.628957e-03
## 2494 -1.090562e-02 -5.496242e-03
## 2495 -3.464178e-03  1.297758e-03
## 2496 -2.443150e-03  1.181497e-03
## 2497 -6.926418e-03 -2.408037e-03
## 2498 -1.007403e-02 -5.049117e-03
## 2499 -7.545769e-03  8.365202e-04
## 2500  3.132992e-02 -2.766626e-04
## 2501 -6.615899e-03  1.899703e-03
## 2502 -1.075926e-02 -5.409027e-03
## 2503 -8.637418e-03 -4.740289e-03
## 2504  4.431967e-02 -3.778713e-03
## 2505  2.260651e-03 -4.477739e-03
## 2506  1.001661e-03 -2.462874e-03
## 2507 -8.564024e-03 -4.382898e-03
## 2508  4.073659e-02 -2.781158e-03
## 2509  2.607715e-02 -4.021096e-03
## 2510 -3.203225e-03 -5.088953e-03
## 2511 -1.062896e-02 -3.580678e-03
## 2512 -9.872817e-03 -5.597198e-03
## 2513 -3.372955e-03 -1.861521e-03
## 2514  4.856892e-02 -2.593709e-03
## 2515  4.869837e-02 -9.235530e-04
## 2516 -5.266187e-03 -1.874981e-03
## 2517  3.788103e-03 -5.012402e-03
## 2518  3.737556e-02 -3.251289e-03
## 2519  2.860188e-02 -4.369422e-03
## 2520 -1.237212e-03 -1.882592e-04
## 2521  7.952259e-03 -1.278132e-03
## 2522 -3.071689e-03  2.862949e-03
## 2523  5.099025e-02  4.524796e-03
## 2524 -9.441501e-03 -4.376635e-03
## 2525  1.497439e-03 -9.934435e-04
## 2526  5.329263e-03  8.807355e-05
## 2527  3.652792e-03  5.895453e-02
## 2528  4.518788e-02  3.843110e-04
## 2529 -3.528068e-03 -2.498166e-03
## 2530 -7.863111e-03 -2.987506e-03
## 2531 -5.775904e-03 -5.281730e-04
## 2532  3.981126e-02 -1.674537e-03
## 2533 -8.812611e-03 -4.192817e-03
## 2534  3.963983e-02 -1.395894e-03
## 2535 -1.022224e-02 -4.922759e-03
## 2536  4.352785e-03 -6.233248e-03
## 2537  2.825470e-02  6.454739e-04
## 2538 -1.008478e-02 -2.692548e-03
## 2539  2.558781e-02 -6.147706e-03
## 2540  4.700266e-02 -4.654517e-03
## 2541 -3.415204e-03  1.122281e-03
## 2542 -7.375387e-03 -3.111230e-03
## 2543 -1.016014e-02 -6.837453e-03
## 2544  3.788294e-03 -7.029850e-04
## 2545  1.566164e-03 -5.775455e-03
## 2546 -6.529151e-03 -4.428317e-03
## 2547 -7.048065e-03 -7.383800e-03
## 2548 -2.191686e-03 -1.992433e-03
## 2549 -3.753236e-03 -2.886617e-03
## 2550  2.827760e-03 -6.504360e-03
## 2551 -3.414550e-03 -2.237206e-03
## 2552 -2.102741e-04 -4.241239e-03
## 2553 -7.481510e-03 -4.163650e-03
## 2554  3.385363e-02 -6.326620e-03
## 2555 -2.209907e-05 -6.266831e-03
## 2556 -9.484269e-03 -5.507601e-03
## 2557 -9.409113e-03 -5.934581e-03
## 2558 -6.802768e-03 -4.164442e-03
## 2559 -7.421520e-03 -4.232369e-03
## 2560  8.758228e-03 -2.467274e-03
## 2561  1.897863e-03 -1.359707e-03
## 2562  3.388686e-02 -6.980267e-03
## 2563 -6.590214e-03 -1.649839e-03
## 2564 -1.002377e-02 -3.716875e-03
## 2565 -1.794013e-04 -5.343113e-03
## 2566 -2.308341e-03 -3.088524e-03
## 2567 -4.397692e-03  2.479895e-03
## 2568  3.840063e-02 -3.740123e-03
## 2569 -9.711602e-03 -4.883152e-03
## 2570 -1.828400e-03  8.905089e-04
## 2571 -8.830452e-03 -5.610280e-03
## 2572  3.347169e-02 -7.207426e-04
## 2573 -1.032881e-02 -4.164058e-03
## 2574 -1.015986e-02 -5.141399e-03
## 2575 -6.682917e-03 -3.546993e-03
## 2576 -1.126872e-02 -7.051716e-03
## 2577  3.282304e-02  8.590791e-05
## 2578 -1.013513e-02 -6.723184e-03
## 2579 -1.843476e-03 -3.557679e-03
## 2580 -7.539012e-03 -5.091414e-03
## 2581  3.032699e-03 -8.663400e-04
## 2582 -2.964579e-03  1.328473e-03
## 2583 -1.021391e-02 -6.391907e-03
## 2584 -4.587374e-03 -5.959475e-03
## 2585  4.590592e-02 -4.707998e-03
## 2586 -4.944829e-03 -4.777778e-03
## 2587 -6.928569e-03 -2.764257e-03
## 2588 -8.077458e-03 -4.598828e-03
## 2589 -8.235467e-03 -2.360773e-03
## 2590 -1.017988e-02 -4.219923e-03
## 2591 -1.042962e-02 -7.047494e-03
## 2592  3.997033e-02 -4.328836e-03
## 2593  2.228811e-02  3.302968e-02
## 2594  4.384541e-02 -3.679353e-03
## 2595  4.848040e-02 -2.190470e-03
## 2596 -6.430660e-03 -6.213190e-03
## 2597  5.636140e-03 -5.676071e-04
## 2598 -7.201469e-03 -3.248859e-03
## 2599 -8.691897e-03 -7.946852e-04
## 2600 -5.963538e-03 -3.775256e-03
## 2601 -6.494277e-03 -4.622040e-03
## 2602 -8.495752e-03 -3.141238e-03
## 2603  4.629520e-02  9.473162e-04
## 2604 -6.078686e-03 -3.390378e-03
## 2605 -5.069486e-03 -3.689362e-03
## 2606  6.238941e-03 -3.409854e-03
## 2607 -6.675333e-03 -5.409795e-03
## 2608  4.840464e-02 -4.131094e-03
## 2609 -3.733193e-03 -3.074516e-03
## 2610 -6.245360e-03 -4.207596e-04
## 2611  5.814829e-02 -2.731239e-03
## 2612  3.557018e-02 -6.238249e-03
## 2613  4.216441e-02  6.555100e-04
## 2614 -4.578778e-03  3.471551e-03
## 2615  3.884562e-02  1.967936e-03
## 2616 -9.657615e-03 -3.662993e-03
## 2617 -9.837908e-03 -4.383993e-03
## 2618 -3.868259e-03  3.653389e-02
## 2619 -6.469892e-03  1.272688e-03
## 2620 -3.998910e-03 -6.019818e-03
## 2621 -6.411808e-03 -3.741346e-03
## 2622 -1.070964e-02 -4.941852e-03
## 2623 -6.174331e-03 -2.203611e-03
## 2624  5.315449e-02 -5.358485e-03
## 2625 -1.108236e-02 -5.421009e-03
## 2626 -1.101245e-02 -3.255074e-03
## 2627 -7.056341e-03 -1.733009e-03
## 2628 -9.438603e-03 -2.991587e-03
## 2629 -1.039799e-02 -1.765643e-04
## 2630 -5.951701e-03 -3.055163e-03
## 2631 -1.317212e-03 -9.770051e-04
## 2632 -8.756936e-03 -1.569222e-03
## 2633 -9.740906e-03 -4.074663e-03
## 2634  3.192114e-02 -1.971134e-03
## 2635 -7.824172e-03 -7.580078e-04
## 2636 -8.354139e-03 -4.927259e-03
## 2637  3.320100e-02 -4.112490e-03
## 2638 -7.833697e-03  1.862515e-03
## 2639 -1.035394e-02 -3.453580e-03
## 2640 -1.235970e-02 -4.203656e-03
## 2641 -4.544733e-03 -2.799732e-03
## 2642 -8.629190e-03  8.106184e-04
## 2643 -7.408736e-03  6.788234e-04
## 2644 -1.211781e-02 -3.607431e-03
## 2645 -8.753171e-03 -2.948182e-03
## 2646 -4.911028e-03 -8.191822e-04
## 2647  1.825227e-02  3.635058e-02
## 2648 -7.560641e-03  3.684744e-03
## 2649  2.682260e-02 -2.533319e-03
## 2650  3.718520e-02 -1.723114e-03
## 2651 -5.301502e-03 -2.984803e-03
## 2652 -1.621563e-04 -1.699566e-03
## 2653 -1.003247e-02 -3.049515e-03
## 2654 -5.076282e-03  2.977007e-03
## 2655 -6.976806e-03  1.611216e-03
## 2656  2.940607e-03 -3.684602e-03
## 2657 -8.109486e-03  1.146305e-04
## 2658 -7.134074e-03 -5.007914e-03
## 2659 -5.542038e-03 -3.586605e-04
## 2660 -5.477497e-03 -2.825879e-03
## 2661  4.318429e-02 -5.226575e-03
## 2662  2.021895e-02 -2.968147e-04
## 2663 -7.863104e-03 -1.290690e-03
## 2664 -6.646639e-03  1.347921e-03
## 2665 -3.228568e-03 -5.817308e-03
## 2666  3.840791e-02 -5.325468e-03
## 2667 -4.257100e-03 -3.578928e-03
## 2668 -6.113310e-03 -6.338972e-03
## 2669 -4.332874e-03  9.243824e-04
## 2670 -9.038094e-03 -5.164682e-03
## 2671 -1.171438e-03  3.513478e-03
## 2672 -9.736533e-03 -2.282971e-03
## 2673 -6.136330e-04 -1.884334e-03
## 2674 -9.189397e-03 -4.653518e-03
## 2675 -3.270695e-03  6.482801e-02
## 2676 -8.744990e-03 -2.822661e-03
## 2677 -9.381672e-03 -1.984965e-03
## 2678 -6.880190e-03  3.627368e-04
## 2679 -4.823908e-03 -2.167996e-03
## 2680  1.808703e-02  1.295266e-03
## 2681 -1.124124e-02 -3.975686e-03
## 2682 -9.592951e-03 -3.979925e-03
## 2683 -8.634605e-03 -3.270559e-03
## 2684 -7.897081e-04  6.606132e-02
## 2685 -1.056635e-02 -1.332865e-03
## 2686 -9.556841e-03 -1.169644e-04
## 2687 -7.239460e-03 -1.475494e-03
## 2688 -6.551074e-03 -2.665176e-03
## 2689 -9.769974e-03 -1.617400e-03
## 2690  3.898432e-02  3.527919e-03
## 2691  1.458538e-03 -3.252992e-03
## 2692 -7.751590e-04  9.888375e-04
## 2693 -7.433951e-03 -1.543718e-03
## 2694 -9.629701e-03 -4.524140e-03
## 2695  2.644189e-02 -6.254557e-04
## 2696 -7.033610e-03  5.507979e-04
## 2697  2.132510e-03  3.702380e-03
## 2698 -4.189445e-03 -1.106907e-03
## 2699 -6.212773e-03  3.354493e-03
## 2700 -8.279394e-03  2.173870e-03
## 2701 -6.615832e-03 -7.195034e-04
## 2702  4.433877e-02 -6.799794e-03
## 2703  1.361346e-02 -3.024660e-03
## 2704 -5.907642e-03  3.362384e-03
## 2705 -8.768000e-03 -1.318808e-03
## 2706 -7.253530e-03  3.894034e-03
## 2707 -5.627369e-03  2.846298e-03
## 2708 -3.483735e-03 -5.543190e-03
## 2709  2.976393e-02  2.089892e-03
## 2710 -1.092014e-02 -4.412304e-03
## 2711 -7.549338e-03  5.717080e-03
## 2712 -4.859762e-03 -9.596963e-04
## 2713 -6.741284e-03 -1.292869e-03
## 2714  2.687554e-03 -9.202241e-03
## 2715 -5.734793e-03  3.175514e-03
## 2716 -1.076619e-02 -3.877256e-03
x1$attcoord
##               X1            X2
## 1  -6.365203e-03 -4.371600e-03
## 2  -2.683906e-03 -6.241780e-03
## 3   2.087795e-03  1.580070e-03
## 4  -1.064050e-02 -6.200567e-03
## 5   5.600577e-02 -6.545776e-03
## 6   2.706100e-02 -6.395850e-03
## 7   3.446083e-04  1.865628e-01
## 8  -1.060716e-02 -4.924319e-03
## 9  -1.072940e-02 -6.200106e-03
## 10 -1.482695e-03  1.672756e-02
## 11 -4.741189e-04  2.677425e-03
## 12  1.748563e-03 -6.264739e-03
## 13  5.859281e-04 -3.454688e-03
## 14 -2.000970e-03 -3.101220e-04
## 15  1.530679e-02  2.372334e-03
## 16  2.298362e-04  2.289838e-03
## 17  2.271741e-02  2.080861e-03
## 18 -4.354738e-04 -8.286395e-04
## 19 -2.891643e-03 -8.130726e-04
## 20  1.604914e-02  8.683674e-03
## 21 -9.539824e-03  1.450655e-02
## 22  5.649001e-02 -6.548284e-03
## 23 -1.026722e-02  7.940895e-04
## 24 -5.316788e-03 -4.468752e-03
## 25  8.548675e-04  1.999041e-03
## 26  7.739930e-03 -4.681786e-03
## 27 -6.104948e-04 -4.182283e-03
## 28 -1.064389e-03  2.110405e-04
## 29  4.972212e-04  4.256482e-02
## 30  1.002169e-02 -2.062106e-03
## 31  3.573281e-03 -2.045420e-03
## 32  1.583022e-03 -3.910962e-03
## 33  1.191200e-03  2.751640e-03
## 34 -3.252077e-03  1.239560e-01
## 35 -1.120964e-03 -8.596417e-04
## 36  1.570734e-04  8.537552e-05
## 37  5.364982e-02  1.884200e-03
## 38 -1.070263e-02 -5.734154e-03
## 39  4.228166e-03 -5.446551e-03
## 40 -5.027891e-03 -1.249232e-03
## 41  5.787568e-03  7.792161e-03
## 42 -2.330028e-03 -3.462839e-04
## 43  1.801656e-03 -1.591772e-03
## 44 -3.201782e-03  1.058384e-02
## 45 -6.624378e-04 -1.493656e-04
## 46  2.932391e-02  6.611916e-03
## 47 -5.964160e-03 -5.065784e-03
## 48  3.729919e-04  1.568534e-02
## 49  2.041294e-03  1.033458e-03
## 50  5.273409e-02 -6.528829e-03
## 51 -7.413410e-03  5.971730e-04
## 52  4.453163e-02 -2.619168e-03
## 53  5.240877e-02 -2.187315e-03
## 54  4.644235e-02 -6.496240e-03
## 55  4.994536e-04  1.182859e-02
## 56 -5.028190e-03 -4.917693e-03
## 57  5.383448e-03 -6.283566e-03
## 58  1.001321e-02 -4.009991e-03
## 59  5.949065e-03 -6.286496e-03
## 60 -1.069641e-02 -5.625888e-03
## 61  3.276358e-02 -4.770368e-03
## 62  4.865827e-04  1.890341e-01
## 63  5.114310e-02 -4.292920e-03
## 64  1.043628e-03  8.205010e-03
## 65 -3.716782e-03 -1.456548e-03
## 66 -3.688258e-05  1.386383e-03
## 67  4.054133e-02  4.309074e-03
## 68 -1.645224e-03 -3.108533e-03
## 69 -9.075791e-04  6.630247e-04
## 70  1.680348e-04 -1.085260e-03
## 71  1.887482e-02  2.915425e-02
## 72  2.921983e-03 -4.092836e-03
## 73  4.243683e-03  2.320811e-04
## 74  4.546779e-03  6.036499e-03
## 75 -3.142544e-03 -4.172175e-03
x1$cluster
##    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15   16 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
##   17   18   19   20   21   22   23   24   25   26   27   28   29   30   31   32 
##    1    1    1    1    1    1    1    1    2    1    2    1    1    1    1    2 
##   33   34   35   36   37   38   39   40   41   42   43   44   45   46   47   48 
##    1    2    2    1    1    3    1    1    1    1    2    1    1    1    1    2 
##   49   50   51   52   53   54   55   56   57   58   59   60   61   62   63   64 
##    1    1    1    2    1    1    1    1    1    1    1    1    2    1    1    1 
##   65   66   67   68   69   70   71   72   73   74   75   76   77   78   79   80 
##    1    1    2    2    2    2    1    1    2    1    1    1    1    1    1    1 
##   81   82   83   84   85   86   87   88   89   90   91   92   93   94   95   96 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
##   97   98   99  100  101  102  103  104  105  106  107  108  109  110  111  112 
##    2    1    1    1    1    1    1    2    1    1    1    1    1    1    2    2 
##  113  114  115  116  117  118  119  120  121  122  123  124  125  126  127  128 
##    1    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1 
##  129  130  131  132  133  134  135  136  137  138  139  140  141  142  143  144 
##    1    2    2    1    1    1    3    1    1    1    1    2    1    1    1    1 
##  145  146  147  148  149  150  151  152  153  154  155  156  157  158  159  160 
##    1    1    1    1    1    2    2    1    2    1    1    1    1    1    2    2 
##  161  162  163  164  165  166  167  168  169  170  171  172  173  174  175  176 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    2    1    1 
##  177  178  179  180  181  182  183  184  185  186  187  188  189  190  191  192 
##    3    2    3    2    1    2    1    1    1    1    1    1    1    1    1    1 
##  193  194  195  196  197  198  199  200  201  202  203  204  205  206  207  208 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    3    1 
##  209  210  211  212  213  214  215  216  217  218  219  220  221  222  223  224 
##    1    1    1    1    1    1    2    2    3    1    1    1    1    3    1    1 
##  225  226  227  228  229  230  231  232  233  234  235  236  237  238  239  240 
##    1    3    2    1    1    1    1    1    1    1    1    1    2    1    1    1 
##  241  242  243  244  245  246  247  248  249  250  251  252  253  254  255  256 
##    1    1    1    1    1    1    1    1    1    3    2    2    1    1    3    1 
##  257  258  259  260  261  262  263  264  265  266  267  268  269  270  271  272 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    3    1    1 
##  273  274  275  276  277  278  279  280  281  282  283  284  285  286  287  288 
##    1    1    2    1    1    1    1    1    1    2    1    1    2    1    1    1 
##  289  290  291  292  293  294  295  296  297  298  299  300  301  302  303  304 
##    1    1    1    1    1    1    3    1    1    1    1    1    1    2    1    2 
##  305  306  307  308  309  310  311  312  313  314  315  316  317  318  319  320 
##    1    1    1    1    1    1    1    2    1    1    1    2    2    1    1    1 
##  321  322  323  324  325  326  327  328  329  330  331  332  333  334  335  336 
##    1    1    1    1    3    3    1    1    1    1    1    2    1    3    1    1 
##  337  338  339  340  341  342  343  344  345  346  347  348  349  350  351  352 
##    1    1    1    2    2    2    1    1    1    1    1    1    2    1    1    1 
##  353  354  355  356  357  358  359  360  361  362  363  364  365  366  367  368 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
##  369  370  371  372  373  374  375  376  377  378  379  380  381  382  383  384 
##    1    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1 
##  385  386  387  388  389  390  391  392  393  394  395  396  397  398  399  400 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    2    1 
##  401  402  403  404  405  406  407  408  409  410  411  412  413  414  415  416 
##    1    1    1    2    2    1    1    1    1    2    1    1    1    1    2    1 
##  417  418  419  420  421  422  423  424  425  426  427  428  429  430  431  432 
##    1    1    1    1    2    1    2    1    1    1    1    3    3    1    1    1 
##  433  434  435  436  437  438  439  440  441  442  443  444  445  446  447  448 
##    1    1    1    3    1    2    1    1    1    1    1    1    1    1    1    1 
##  449  450  451  452  453  454  455  456  457  458  459  460  461  462  463  464 
##    3    1    1    1    2    1    1    1    2    2    1    1    2    1    1    1 
##  465  466  467  468  469  470  471  472  473  474  475  476  477  478  479  480 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  481  482  483  484  485  486  487  488  489  490  491  492  493  494  495  496 
##    2    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
##  497  498  499  500  501  502  503  504  505  506  507  508  509  510  511  512 
##    2    1    2    1    1    1    1    1    1    1    1    2    2    1    1    2 
##  513  514  515  516  517  518  519  520  521  522  523  524  525  526  527  528 
##    1    1    2    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  529  530  531  532  533  534  535  536  537  538  539  540  541  542  543  544 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
##  545  546  547  548  549  550  551  552  553  554  555  556  557  558  559  560 
##    1    3    1    1    2    2    2    1    1    1    2    1    1    1    1    2 
##  561  562  563  564  565  566  567  568  569  570  571  572  573  574  575  576 
##    2    2    1    2    2    1    1    1    1    1    1    1    1    1    1    1 
##  577  578  579  580  581  582  583  584  585  586  587  588  589  590  591  592 
##    2    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  593  594  595  596  597  598  599  600  601  602  603  604  605  606  607  608 
##    1    1    1    2    2    1    1    1    2    1    2    1    1    1    1    2 
##  609  610  611  612  613  614  615  616  617  618  619  620  621  622  623  624 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  625  626  627  628  629  630  631  632  633  634  635  636  637  638  639  640 
##    1    1    1    1    1    1    1    1    1    3    1    1    2    1    1    1 
##  641  642  643  644  645  646  647  648  649  650  651  652  653  654  655  656 
##    1    1    1    1    1    1    2    1    1    1    1    3    1    1    2    1 
##  657  658  659  660  661  662  663  664  665  666  667  668  669  670  671  672 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  673  674  675  676  677  678  679  680  681  682  683  684  685  686  687  688 
##    2    1    1    1    1    1    1    1    1    3    2    1    2    1    2    1 
##  689  690  691  692  693  694  695  696  697  698  699  700  701  702  703  704 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  705  706  707  708  709  710  711  712  713  714  715  716  717  718  719  720 
##    1    1    1    1    1    1    1    1    1    1    1    3    2    2    1    2 
##  721  722  723  724  725  726  727  728  729  730  731  732  733  734  735  736 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
##  737  738  739  740  741  742  743  744  745  746  747  748  749  750  751  752 
##    1    1    3    1    1    1    2    1    1    1    1    1    1    1    1    1 
##  753  754  755  756  757  758  759  760  761  762  763  764  765  766  767  768 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
##  769  770  771  772  773  774  775  776  777  778  779  780  781  782  783  784 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  785  786  787  788  789  790  791  792  793  794  795  796  797  798  799  800 
##    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
##  801  802  803  804  805  806  807  808  809  810  811  812  813  814  815  816 
##    1    2    1    1    1    1    1    3    1    1    1    3    1    1    1    1 
##  817  818  819  820  821  822  823  824  825  826  827  828  829  830  831  832 
##    1    1    1    2    2    1    1    2    1    1    1    1    1    2    1    1 
##  833  834  835  836  837  838  839  840  841  842  843  844  845  846  847  848 
##    1    1    1    1    1    2    1    1    2    1    1    2    2    1    2    1 
##  849  850  851  852  853  854  855  856  857  858  859  860  861  862  863  864 
##    1    1    1    1    1    1    2    1    1    1    1    2    1    1    1    1 
##  865  866  867  868  869  870  871  872  873  874  875  876  877  878  879  880 
##    1    1    1    1    3    2    3    1    1    1    1    1    2    1    1    1 
##  881  882  883  884  885  886  887  888  889  890  891  892  893  894  895  896 
##    1    1    2    2    1    1    2    1    1    1    1    1    1    1    1    1 
##  897  898  899  900  901  902  903  904  905  906  907  908  909  910  911  912 
##    1    1    1    1    1    1    1    2    1    2    1    2    1    1    1    1 
##  913  914  915  916  917  918  919  920  921  922  923  924  925  926  927  928 
##    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1    3 
##  929  930  931  932  933  934  935  936  937  938  939  940  941  942  943  944 
##    1    2    1    1    1    1    1    1    1    3    1    1    1    1    1    1 
##  945  946  947  948  949  950  951  952  953  954  955  956  957  958  959  960 
##    1    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
##  961  962  963  964  965  966  967  968  969  970  971  972  973  974  975  976 
##    2    1    1    1    1    1    1    1    2    1    2    1    2    1    1    2 
##  977  978  979  980  981  982  983  984  985  986  987  988  989  990  991  992 
##    2    1    1    2    1    1    1    1    1    1    3    1    2    1    1    1 
##  993  994  995  996  997  998  999 1000 1001 1002 1003 1004 1005 1006 1007 1008 
##    2    1    1    1    1    1    2    1    1    1    1    1    1    2    2    1 
## 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 
##    1    1    2    1    1    2    1    1    2    1    1    2    2    1    2    1 
## 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 
##    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 
##    1    1    3    1    1    1    1    1    1    1    2    1    1    2    1    1 
## 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 
##    1    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 
##    2    1    1    1    1    1    1    1    1    3    2    3    1    1    1    1 
## 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 
##    1    1    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 
##    1    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1 
## 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 
##    1    1    1    2    1    2    1    1    1    1    1    1    2    1    1    1 
## 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 
##    1    1    1    1    2    1    1    1    2    1    1    1    2    1    1    1 
## 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 
##    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 
##    1    1    1    1    1    1    1    1    1    3    1    1    1    1    2    1 
## 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 
##    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2    1 
## 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 
##    3    1    1    3    2    1    1    1    1    1    1    1    1    1    1    1 
## 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 
##    1    1    2    1    1    1    1    1    1    3    1    1    1    1    1    1 
## 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 
##    1    1    1    1    1    1    1    1    3    1    2    1    2    1    1    1 
## 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 
##    1    1    1    1    3    1    3    1    1    1    1    1    1    1    1    2 
## 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 
##    2    1    1    2    1    1    2    2    1    1    1    2    1    2    1    1 
## 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 
##    2    1    1    2    1    3    1    2    2    1    2    2    1    1    1    1 
## 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 
##    1    2    1    1    1    2    2    2    2    1    2    1    1    1    2    1 
## 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 
##    1    1    2    1    1    1    1    2    1    1    1    2    1    1    1    2 
## 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 
##    2    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 
##    1    1    2    2    1    1    1    1    1    1    1    1    1    2    1    1 
## 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 
##    3    2    1    1    1    2    1    1    1    1    2    1    2    1    1    1 
## 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 
##    1    2    1    1    1    2    2    1    1    1    1    2    1    2    1    1 
## 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 
##    1    2    1    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 
##    1    1    1    1    1    1    2    1    1    1    3    1    1    1    2    1 
## 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 
##    2    1    2    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1    1 
## 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 
##    1    1    2    1    1    1    2    1    1    1    1    2    1    1    1    1 
## 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 
##    2    1    1    1    2    1    1    1    1    1    1    3    1    1    1    1 
## 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 
##    1    1    2    1    1    1    1    2    1    1    1    1    1    1    1    2 
## 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 
##    2    1    1    1    1    3    1    1    1    1    1    3    1    1    1    1 
## 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 
##    1    1    3    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1    1 
## 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1 
## 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 
##    2    1    1    2    1    1    1    1    3    1    1    3    1    1    1    1 
## 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1 
## 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 
##    1    2    1    1    1    1    1    1    1    1    1    2    1    1    1    2 
## 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 
##    2    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 
##    3    1    1    1    1    1    2    1    1    1    1    1    1    1    1    2 
## 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 
##    2    1    1    3    1    1    1    1    1    1    1    2    1    1    1    1 
## 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    2    1 
## 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 
##    1    3    3    1    1    1    2    2    1    1    1    1    1    1    1    1 
## 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 
##    2    1    1    2    1    1    2    1    1    1    1    1    1    1    1    1 
## 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 
##    2    1    1    2    2    1    1    2    2    1    1    1    1    1    1    1 
## 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 
##    2    1    2    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 
##    1    2    1    2    1    1    1    1    1    1    2    1    1    1    1    1 
## 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 
##    2    1    1    1    2    1    1    1    1    1    2    1    1    1    1    1 
## 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 
##    2    1    1    1    1    2    2    2    1    2    1    1    1    2    1    1 
## 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 
##    1    2    2    1    1    2    1    1    1    2    1    1    2    1    2    1 
## 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1 
## 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 
##    2    1    1    1    1    2    1    1    2    1    1    1    2    1    1    1 
## 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 
##    1    2    1    2    1    1    1    1    1    1    1    1    1    1    1    2 
## 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 
##    1    2    1    1    2    1    1    1    1    1    1    1    1    1    2    1 
## 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 
##    1    1    1    1    1    1    1    1    2    1    3    3    1    1    1    1 
## 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 
##    2    1    1    2    1    1    1    2    1    1    1    1    1    2    1    1 
## 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 
##    1    1    1    1    1    1    1    1    2    1    1    1    1    2    1    1 
## 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 
##    1    1    2    1    1    1    2    1    1    1    1    3    1    1    1    1 
## 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 
##    1    1    1    3    1    1    2    1    1    1    1    2    3    1    1    1 
## 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 
##    2    1    1    1    1    3    1    1    1    1    2    1    2    1    1    3 
## 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 
##    1    2    2    1    1    1    1    1    2    2    1    1    1    1    3    1 
## 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 
##    1    1    1    1    2    1    2    1    1    1    1    1    1    1    2    1 
## 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 
##    2    1    1    1    1    3    1    1    1    1    1    1    1    1    1    1 
## 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    2    1 
## 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 
##    1    1    1    1    1    2    1    2    1    1    1    1    1    1    1    1 
## 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 
##    1    1    1    1    1    1    1    1    1    1    2    1    1    1    2    1 
## 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    2    2    1 
## 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 
##    1    1    1    1    1    1    1    1    1    1    1    1    2    1    2    1 
## 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 
##    1    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1 
## 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 
##    1    1    1    1    2    1    3    1    1    1    3    1    1    1    1    1 
## 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 
##    2    1    1    1    1    2    1    1    1    1    3    1    1    1    1    1 
## 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 
##    1    1    2    1    1    1    1    1    1    3    2    1    1    1    1    2 
## 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 
##    1    1    1    3    1    1    1    1    2    1    1    1    1    1    1    1 
## 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 
##    1    1    1    3    1    1    1    3    1    2    1    1    2    3    1    1 
## 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    2 
## 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 
##    1    1    1    1    1    1    1    1    1    1    1    3    1    1    1    1 
## 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    1    3    1 
## 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 
##    1    1    1    1    1    1    1    1    1    1    1    2    1    1    3    1 
## 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 
##    1    1    1    2    1    1    1    1    1    1    1    2    1    1    1    1 
## 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 
##    1    1    1    2    1    1    1    1    1    1    1    1    1    1    1    1 
## 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 
##    1    1    2    1    2    1    1    2    1    1    1    1    1    1    1    2 
## 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    2    1 
## 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 
##    1    1    1    1    1    1    1    1    1    1    1    1    1    2    1    1 
## 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 
##    1    1    1    1    2    1    2    1    1    1    2    1    1    1    1    1 
## 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 
##    1    1    1    3    2    1    1    1    1    1    2    2    1    1    1    1 
## 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 
##    1    1    1    2    1    1    1    2    1    1    1    2    2    1    1    1 
## 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 
##    1    2    2    1    1    2    2    1    1    1    2    1    1    1    3    2 
## 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 
##    1    1    1    2    1    2    1    1    2    1    2    2    1    1    1    1 
## 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 
##    1    1    1    1    1    1    1    1    1    2    1    1    1    1    1    1 
## 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 
##    1    2    1    1    1    1    1    2    1    1    1    2    1    1    1    1 
## 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 
##    2    1    1    1    1    1    1    1    2    1    1    1    1    1    1    2 
## 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 
##    3    2    2    1    1    1    1    1    1    1    2    1    1    1    1    2 
## 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 
##    1    1    2    2    2    1    2    1    1    3    1    1    1    1    1    2 
## 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 
##    1    1    1    1    1    1    1    1    1    2    1    1    2    1    1    1 
## 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 
##    1    1    1    1    1    1    3    1    2    2    1    1    1    1    1    1 
## 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 
##    1    1    1    1    2    2    1    1    1    2    1    1    1    1    1    1 
## 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 
##    1    1    3    1    1    1    1    2    1    1    1    3    1    1    1    1 
## 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 
##    1    2    1    1    1    1    2    1    1    1    1    1    1    2    1    1 
## 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 
##    1    1    1    1    2    1    1    1    1    1    1    1
x1$criterion
## [1] 5.88458
x1$size
## [1] 2211  418   87
x1$centroid
##              X1           X2
## 1 -0.0067223378 -0.001930432
## 2  0.0354941771 -0.002039099
## 3  0.0003048609  0.058856657
p1 = plot(x1, 
          dims = c(1,2), 
          what = c(TRUE,FALSE),
          cludesc = TRUE, 
          topstdres = 20, 
          objlabs = TRUE,
          attlabs = NULL, 
          attcatlabs = TRUE,
          subplot = FALSE, 
          max.overlaps=0)

summary(p1)
##     Length Class Mode
## map 11     gg    list
#Map with clusters
p1$map

#Data with cluster information
data1$cluster = x1$cluster
write.csv(data1$cluster,"cluster.csv")

#Adjusted Rand Index #Another measure of cluster selection
#Takes more than 30 min to run

#Some specifications
g = global_bootclus(data2, nclusrange = 3:9, ndim = NULL,
                    method = c("clusCA"),
                    nboot = 10, 
                    alpha = NULL, 
                    alphak = NULL, 
                    center = TRUE,
                    scale = TRUE, 
                    nstart = 100, 
                    smartStart = NULL, 
                    seed = NULL)
## 
## [1] "nboot = 1"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 2"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 3"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 4"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 5"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 6"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 7"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 8"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 9"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "nboot = 10"
## 
## [1] "Running for 3 clusters and 2 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 4 clusters and 3 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 5 clusters and 4 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 6 clusters and 5 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 7 clusters and 6 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 8 clusters and 7 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
## [1] "Running for 9 clusters and 8 dimensions."
##   |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%  |                                                                              |                                                                      |   0%  |                                                                              |=======                                                               |  10%  |                                                                              |==============                                                        |  20%  |                                                                              |=====================                                                 |  30%  |                                                                              |============================                                          |  40%  |                                                                              |===================================                                   |  50%  |                                                                              |==========================================                            |  60%  |                                                                              |=================================================                     |  70%  |                                                                              |========================================================              |  80%  |                                                                              |===============================================================       |  90%  |                                                                              |======================================================================| 100%
ARI = g$rand
write.csv(ARI,"adjusted_rand_index.csv")

box_plot <- read.csv("adjusted_rand_index.csv", header = TRUE, sep = ",")
box_plot
##     X        X3        X4        X5        X6        X7        X8        X9
## 1   1 0.9958102 0.9904906 0.4865235 0.5934107 0.5586466 0.4013158 0.3807017
## 2   2 0.3931782 0.3298525 0.9788992 0.9680041 0.7290646 0.6382755 0.5243859
## 3   3 0.9936586 0.9810840 0.4651420 0.7151554 0.4697116 0.6654262 0.6012560
## 4   4 0.9912322 0.9940045 0.5008430 0.9429937 0.6614517 0.6986555 0.7348892
## 5   5 0.9921008 0.3301487 0.9752221 0.9801025 0.4540593 0.5516556 0.3590256
## 6   6 0.9945858 0.9849376 0.9712330 0.9142960 0.6288427 0.5160895 0.5872588
## 7   7 0.2975926 0.9872185 0.7228515 0.4535511 0.4856149 0.8686309 0.5944448
## 8   8 0.5030555 0.9781655 0.5518940 0.5009092 0.8430823 0.9575513 0.5794531
## 9   9 0.9928895 0.9785489 0.5312169 0.9345524 0.4951596 0.9075553 0.6461734
## 10 10 0.9950655 0.9838328 0.9715115 0.5850319 0.9665179 0.8905955 0.9159558
colnames(box_plot)
## [1] "X"  "X3" "X4" "X5" "X6" "X7" "X8" "X9"
colnames(box_plot) <- c('3','4','5','6','7','8','9')

boxplot(box_plot, 
        xlab = "Number of Clusters", 
        ylab = "Adjusted Rand Index",
        col="gray")