Loading Data
## Location DPCI Aug.Wk.1.2020 Aug.Wk.2.2020
## Length:8856 Length:8856 Min. : 0.000 Min. :-5.000
## Class :character Class :character 1st Qu.: 2.000 1st Qu.: 2.000
## Mode :character Mode :character Median : 4.000 Median : 4.000
## Mean : 6.539 Mean : 6.691
## 3rd Qu.: 8.000 3rd Qu.: 8.000
## Max. :70.000 Max. :83.000
## NA's :4163 NA's :4055
## Aug.Wk.3.2020 Aug.Wk.4.2020 Sep.Wk.1.2020 Sep.Wk.2.2020
## Min. :-2.000 Min. :-15.000 Min. :-3.000 Min. :-3.000
## 1st Qu.: 2.000 1st Qu.: 2.000 1st Qu.: 2.000 1st Qu.: 2.000
## Median : 4.000 Median : 4.000 Median : 3.000 Median : 4.000
## Mean : 5.798 Mean : 5.607 Mean : 5.433 Mean : 6.141
## 3rd Qu.: 7.000 3rd Qu.: 7.000 3rd Qu.: 7.000 3rd Qu.: 8.000
## Max. :51.000 Max. : 81.000 Max. :63.000 Max. :91.000
## NA's :4174 NA's :4133 NA's :4018 NA's :3868
## Sep.Wk.3.2020 Sep.Wk.4.2020 Sep.Wk.5.2020 Oct.Wk.1.2020
## Min. :-2.00 Min. :-2.000 Min. :-2.00 Min. :-13.000
## 1st Qu.: 2.00 1st Qu.: 2.000 1st Qu.: 2.00 1st Qu.: 2.000
## Median : 4.00 Median : 3.000 Median : 3.00 Median : 3.000
## Mean : 6.25 Mean : 5.292 Mean : 5.28 Mean : 4.915
## 3rd Qu.: 8.00 3rd Qu.: 7.000 3rd Qu.: 7.00 3rd Qu.: 6.000
## Max. :74.00 Max. :66.000 Max. :71.00 Max. : 56.000
## NA's :3679 NA's :3898 NA's :3677 NA's :3680
## Oct.Wk.2.2020 Oct.Wk.3.2020
## Min. :-2.000 Min. :-3.000
## 1st Qu.: 2.000 1st Qu.: 1.000
## Median : 4.000 Median : 2.000
## Mean : 5.177 Mean : 2.126
## 3rd Qu.: 7.000 3rd Qu.: 3.000
## Max. :57.000 Max. :20.000
## NA's :3449 NA's :6447df1 <- data.frame(data)
df2 <- data.frame(data)
attach(df2)
attach(df1)
library(dplyr)
library(tidyverse)#Dropping all null values. [After dropping the Null values we are left with 822 observations]
## [1] 822 14Summing by week and then manipulating the data frame so that I can calculate week over week changes.
weekly_report <- mutate(df1,
Aug1 =(Aug.Wk.2.2020 - lag(Aug.Wk.1.2020 ))/lag(Aug.Wk.1.2020 ),
Aug2 =(Aug.Wk.3.2020 - lag(Aug.Wk.2.2020 ))/lag(Aug.Wk.2.2020 ),
Aug3 =(Aug.Wk.4.2020 - lag(Aug.Wk.3.2020 ))/lag(Aug.Wk.3.2020 ),
Sep1 =(Sep.Wk.2.2020 - lag(Sep.Wk.1.2020 ))/lag(Sep.Wk.1.2020 ),
Sep2 =(Sep.Wk.3.2020 - lag(Sep.Wk.2.2020 ))/lag(Sep.Wk.2.2020 ),
Sep3 =(Sep.Wk.4.2020 - lag(Sep.Wk.3.2020 ))/lag(Sep.Wk.3.2020 ),
Sep4 =(Sep.Wk.5.2020 - lag(Sep.Wk.4.2020 ))/lag(Sep.Wk.4.2020 ),
Oct1 =(Oct.Wk.2.2020 - lag(Oct.Wk.1.2020 ))/lag(Oct.Wk.1.2020 ),
Oct2 =(Oct.Wk.3.2020 - lag(Oct.Wk.2.2020 ))/lag(Oct.Wk.2.2020 ))Dropping original weekly data: These are the percent changes in inventory for all weeks :- Calculated by [week2- lag(week1)/lag(week1)]
weekly_report_2 = subset(weekly_report, select = -c(Aug.Wk.1.2020,Aug.Wk.2.2020, Aug.Wk.3.2020 ,
Aug.Wk.4.2020,Sep.Wk.1.2020, Sep.Wk.2.2020,
Sep.Wk.3.2020 ,Sep.Wk.4.2020 , Sep.Wk.5.2020,
Oct.Wk.1.2020,Oct.Wk.2.2020,Oct.Wk.3.2020 ))
summary (weekly_report_2)## Location DPCI Aug1 Aug2
## Length:822 Length:822 Min. :-0.9762 Min. :-0.9792
## Class :character Class :character 1st Qu.:-0.4615 1st Qu.:-0.5946
## Mode :character Mode :character Median : 0.0000 Median :-0.2353
## Mean : 1.0044 Mean : 0.5798
## 3rd Qu.: 0.9091 3rd Qu.: 0.6000
## Max. :58.0000 Max. :32.0000
## NA's :1 NA's :1
## Aug3 Sep1 Sep2 Sep3
## Min. :-0.93750 Min. :-1.2000 Min. :-3.5 Min. :-0.9762
## 1st Qu.:-0.50000 1st Qu.:-0.4286 1st Qu.:-0.5 1st Qu.:-0.6250
## Median :-0.08333 Median : 0.1000 Median :-0.1 Median :-0.2500
## Mean : 0.88535 Mean : 1.1336 Mean : Inf Mean : 0.4977
## 3rd Qu.: 0.80000 3rd Qu.: 1.1667 3rd Qu.: 1.0 3rd Qu.: 0.5000
## Max. :33.00000 Max. :38.0000 Max. : Inf Max. :26.0000
## NA's :1 NA's :1 NA's :1 NA's :1
## Sep4 Oct1 Oct2
## Min. :-0.960 Min. :-5.5 Min. :-0.9737
## 1st Qu.:-0.500 1st Qu.:-0.5 1st Qu.:-0.8571
## Median : 0.000 Median : 0.0 Median :-0.7500
## Mean : 1.034 Mean : Inf Mean :-0.4619
## 3rd Qu.: 1.000 3rd Qu.: 1.0 3rd Qu.:-0.5000
## Max. :32.000 Max. : Inf Max. :10.0000
## NA's :1 NA's :1 NA's :1All Observations from the calculated dataframe
## Location DPCI Aug1 Aug2
## 1 T0043 Oklahoma City North 271-65-0134 NA NA
## 2 T0043 Oklahoma City North 271-65-0136 -0.06250000 -0.27272727
## 3 T0043 Oklahoma City North 271-65-0137 0.23076923 -0.20000000
## 4 T0048 Arvada 271-65-0137 -0.95652174 -0.87500000
## 5 T0064 Boulder 271-65-0134 0.20000000 13.00000000
## 6 T0064 Boulder 271-65-0136 1.16666667 1.25000000
## 7 T0064 Boulder 271-65-0137 -0.07142857 -0.23076923
## 8 T0079 Fort Collins 271-65-0137 -0.25000000 -0.38461538
## 9 T0096 Austin South 271-65-0134 0.33333333 2.00000000
## 10 T0096 Austin South 271-65-0136 0.25000000 2.50000000
## 11 T0100 Ridgedale 271-65-0134 -0.25000000 1.40000000
## 12 T0147 Arapahoe 271-65-0136 -0.58333333 -0.66666667
## 13 T0195 Long Beach Bellflower 271-65-0136 0.00000000 -0.60000000
## 14 T0195 Long Beach Bellflower 271-65-0137 0.50000000 -0.16666667
## 15 T0199 Manhattan Beach 271-65-0134 15.00000000 7.33333333
## 16 T0199 Manhattan Beach 271-65-0136 -0.09433962 -0.32812500
## 17 T0199 Manhattan Beach 271-65-0137 -0.42857143 -0.35416667
## 18 T0199 Manhattan Beach 271-65-0139 -0.86111111 -0.31250000
## 19 T0199 Manhattan Beach 271-65-1292 4.85714286 5.60000000
## 20 T0200 Torrance 271-65-0134 0.54838710 -0.43902439
## 21 T0200 Torrance 271-65-0136 0.35294118 -0.50000000
## 22 T0200 Torrance 271-65-1292 -0.24324324 0.00000000
## 23 T0200 Torrance 284-04-0131 -0.79166667 -0.92857143
## 24 T0201 Sports Arena 271-65-0134 3.85714286 1.80000000
## 25 T0201 Sports Arena 271-65-0138 -0.44444444 -0.55882353
## 26 T0201 Sports Arena 271-65-0139 -0.28571429 0.10000000
## 27 T0203 Chula Vista Broadway 271-65-0137 1.00000000 -0.50000000
## 28 T0217 Lincoln 271-65-0134 0.58823529 0.50000000
## 29 T0217 Lincoln 271-65-0136 0.82608696 -0.55555556
## 30 T0220 Eden Prairie 271-65-0134 -0.21428571 -0.73809524
## 31 T0220 Eden Prairie 271-65-0136 0.71428571 1.36363636
## 32 T0220 Eden Prairie 271-65-0137 0.30000000 -0.44444444
## 33 T0228 West Hills 271-65-0134 0.81250000 -0.26923077
## 34 T0228 West Hills 271-65-0136 2.12500000 -0.68965517
## 35 T0229 Cypress 271-65-0134 -0.81818182 -0.76000000
## 36 T0238 Appleton 271-65-0136 0.33333333 3.00000000
## 37 T0246 Simi Valley 271-65-0136 0.33333333 -0.25000000
## 38 T0260 St Louis Park 271-65-0136 -0.57142857 -0.50000000
## 39 T0260 St Louis Park 271-65-0137 0.83333333 1.66666667
## 40 T0265 Las Vegas Flamingo 271-65-0134 3.75000000 -0.72727273
## 41 T0265 Las Vegas Flamingo 271-65-0136 0.37500000 -0.73684211
## 42 T0273 Modesto 271-65-0134 -0.22222222 -0.81818182
## 43 T0290 Gardena 271-65-0134 -0.38461538 1.00000000
## 44 T0290 Gardena 271-65-0136 -0.18181818 0.50000000
## 45 T0291 Riverside Arlington 271-65-0137 -0.90000000 -0.94444444
## 46 T0296 Poway 271-65-0136 0.50000000 8.00000000
## 47 T0296 Poway 271-65-0137 -0.58333333 -0.66666667
## 48 T0298 Ventura 271-65-0136 5.14285714 5.20000000
## 49 T0298 Ventura 271-65-0137 0.30769231 -0.46511628
## 50 T0300 Mission Viejo 271-65-0136 -0.64285714 -0.76470588
## 51 T0303 Oceanside 271-65-0134 13.00000000 0.80000000
## 52 T0303 Oceanside 271-65-0136 -0.22916667 -0.57142857
## 53 T0303 Oceanside 271-65-0137 -0.86842105 -0.83783784
## 54 T0304 El Cajon 271-65-0134 0.11111111 2.20000000
## 55 T0304 El Cajon 271-65-0138 -0.50000000 -0.85000000
## 56 T0304 El Cajon 271-65-1292 1.60000000 0.00000000
## 57 T0313 Stockton 271-65-0136 2.42857143 -0.23076923
## 58 T0336 Irvine 271-65-0136 0.53333333 -0.04166667
## 59 T0336 Irvine 271-65-1292 -0.05555556 -0.39130435
## 60 T0337 Everett 271-65-0134 3.75000000 -0.64705882
## 61 T0338 Lynnwood 271-65-0134 -0.30000000 -0.57894737
## 62 T0338 Lynnwood 271-65-0137 -0.22222222 -0.14285714
## 63 T0339 Factoria 271-65-0136 -0.81818182 -0.42857143
## 64 T0341 North Tacoma 271-65-0134 1.00000000 2.50000000
## 65 T0344 Beaverton 271-65-0138 -0.50000000 0.25000000
## 66 T0344 Beaverton 271-65-0997 2.00000000 1.66666667
## 67 T0346 Clackamas 271-65-0136 -0.33333333 0.66666667
## 68 T0356 Albuquerque Wyoming 271-65-0136 -0.71428571 -0.75000000
## 69 T0530 Omaha NW 271-65-0137 0.33333333 2.00000000
## 70 T0532 Papillion 271-65-0138 -0.71428571 3.00000000
## 71 T0532 Papillion 271-65-0139 -0.50000000 1.25000000
## 72 T0532 Papillion 271-65-0997 -0.50000000 2.33333333
## 73 T0532 Papillion 271-65-1292 0.88888889 1.80000000
## 74 T0627 South Center 271-65-0137 -0.28571429 -0.70588235
## 75 T0643 Apple Valley 271-65-0137 0.33333333 0.00000000
## 76 T0647 Altamonte Springs 284-05-0313 0.50000000 -0.50000000
## 77 T0649 East Colonial 271-65-0134 15.00000000 6.33333333
## 78 T0649 East Colonial 271-65-0136 -0.10000000 -0.81250000
## 79 T0655 North Dale Mabry 284-05-0313 -0.84210526 -0.77777778
## 80 T0666 Columbus NW 271-65-0134 37.00000000 4.33333333
## 81 T0666 Columbus NW 271-65-0136 -0.38709677 -0.26315789
## 82 T0666 Columbus NW 271-65-0137 -0.28571429 0.05263158
## 83 T0666 Columbus NW 271-65-0138 -0.56000000 -0.20000000
## 84 T0666 Columbus NW 271-65-0139 -0.15384615 -0.27272727
## 85 T0680 Henderson Stephanie Street 271-65-0134 0.00000000 -0.27272727
## 86 T0680 Henderson Stephanie Street 271-65-0136 -0.26666667 0.44444444
## 87 T0680 Henderson Stephanie Street 271-65-0137 0.62500000 0.27272727
## 88 T0681 Kent 271-65-0997 -0.25000000 -0.69230769
## 89 T0738 Tracy 271-65-0137 8.25000000 4.66666667
## 90 T0751 Vadnais Heights 271-65-0134 -0.05000000 -0.35135135
## 91 T0751 Vadnais Heights 271-65-0136 7.00000000 -0.42105263
## 92 T0816 Stuart 271-65-0134 -0.10000000 -0.85416667
## 93 T0816 Stuart 271-65-0137 1.33333333 -0.33333333
## 94 T0817 Bradenton 271-65-0137 0.00000000 -0.71428571
## 95 T0825 Peoria North 271-65-0134 11.66666667 5.50000000
## 96 T0825 Peoria North 271-65-0136 -0.27272727 -0.44736842
## 97 T0825 Peoria North 271-65-0997 -0.47826087 -0.45833333
## 98 T0825 Peoria North 271-65-1292 0.25000000 1.50000000
## 99 T0826 Las Vegas NW 271-65-0137 -0.16666667 -0.50000000
## 100 T0835 West Schaumburg 271-65-0134 -0.76923077 -0.86666667
## 101 T0835 West Schaumburg 271-65-0136 -0.81818182 1.33333333
## 102 T0835 West Schaumburg 271-65-0137 -0.40000000 -0.50000000
## 103 T0838 Wheaton 271-65-0134 0.14285714 0.22222222
## 104 T0838 Wheaton 271-65-0137 0.00000000 -0.75000000
## 105 T0856 Norfolk 271-65-0134 -0.16666667 -0.80000000
## 106 T0862 Chanhassen 271-65-0134 1.50000000 0.60000000
## 107 T0862 Chanhassen 271-65-0136 -0.83333333 -0.60000000
## 108 T0883 Pasadena 271-65-0134 2.50000000 8.00000000
## 109 T0883 Pasadena 271-65-0136 -0.69230769 0.57142857
## 110 T0883 Pasadena 271-65-0137 0.15384615 0.25000000
## 111 T0883 Pasadena 271-65-0139 -0.55555556 -0.46666667
## 112 T0914 Rancho Santa Margarita 271-65-0134 1.40000000 4.00000000
## 113 T0914 Rancho Santa Margarita 271-65-0136 1.77777778 0.12500000
## 114 T0914 Rancho Santa Margarita 271-65-0137 0.00000000 -0.88000000
## 115 T0914 Rancho Santa Margarita 271-65-1292 0.71428571 -0.35294118
## 116 T0928 Niles 271-65-0134 0.22222222 -0.50000000
## 117 T0928 Niles 271-65-0136 -0.05882353 -0.27272727
## 118 T0928 Niles 271-65-0137 -0.38461538 -0.62500000
## 119 T0936 Frank Lloyd Wright Blvd 271-65-0134 8.50000000 3.87500000
## 120 T0936 Frank Lloyd Wright Blvd 271-65-0136 -0.07500000 -0.42105263
## 121 T0936 Frank Lloyd Wright Blvd 271-65-0137 -0.07692308 -0.59459459
## 122 T0936 Frank Lloyd Wright Blvd 271-65-0138 -0.33333333 -0.54166667
## 123 T0936 Frank Lloyd Wright Blvd 271-65-0997 -0.33333333 0.21428571
## 124 T0942 Chicago Near North 271-65-0134 0.20000000 1.60000000
## 125 T0942 Chicago Near North 271-65-0136 -0.50000000 -0.05555556
## 126 T0942 Chicago Near North 271-65-0137 -0.07142857 -0.11764706
## 127 T0942 Chicago Near North 271-65-0138 -0.28571429 0.53846154
## 128 T0942 Chicago Near North 271-65-0139 1.33333333 -0.66666667
## 129 T0959 Clarksville 271-65-0137 -0.46153846 -0.42857143
## 130 T0959 Clarksville 271-65-0138 0.80000000 0.00000000
## 131 T0959 Clarksville 271-65-0140 -0.72727273 -0.33333333
## 132 T0961 Cary 271-65-0134 2.50000000 1.33333333
## 133 T0961 Cary 271-65-0136 -0.54545455 -0.42857143
## 134 T0963 Myrtle Beach 271-65-0136 -0.66666667 -0.20000000
## 135 T0997 Grossmont 271-65-0134 1.63636364 0.00000000
## 136 T1010 Boulevard Mall 271-65-0134 4.50000000 0.27586207
## 137 T1010 Boulevard Mall 271-65-0136 -0.71641791 -0.36363636
## 138 T1010 Boulevard Mall 271-65-0139 -0.91304348 -0.84210526
## 139 T1010 Boulevard Mall 271-65-0997 2.20000000 -0.75000000
## 140 T1010 Boulevard Mall 271-65-1292 1.44444444 0.18750000
## 141 T1011 Eastern Hills 271-65-0134 -0.78125000 -0.81818182
## 142 T1012 Niagara Falls 271-65-0134 -0.23529412 0.57142857
## 143 T1012 Niagara Falls 271-65-1292 -0.80000000 -0.38461538
## 144 T1013 North Buffalo 271-65-0134 7.16666667 10.66666667
## 145 T1013 North Buffalo 271-65-0136 -0.13333333 -0.51020408
## 146 T1013 North Buffalo 271-65-0137 -0.65714286 -0.28205128
## 147 T1013 North Buffalo 271-65-0997 -0.25000000 1.75000000
## 148 T1018 Richmond Central 271-65-0134 -0.45454545 -0.66666667
## 149 T1019 Virginia Center Commons 271-65-0134 1.11111111 1.50000000
## 150 T1032 Irving North 271-65-0136 0.83333333 -0.78947368
## 151 T1040 Vista 271-65-0136 16.00000000 0.09090909
## 152 T1040 Vista 271-65-0137 0.11764706 0.00000000
## 153 T1040 Vista 271-65-1292 0.00000000 -0.31578947
## 154 T1042 Ellicott City 284-05-0189 -0.50000000 -0.70000000
## 155 T1044 Columbia 271-65-0134 8.50000000 7.00000000
## 156 T1044 Columbia 271-65-0136 -0.24528302 -0.34210526
## 157 T1044 Columbia 271-65-0137 -0.32558140 -0.55000000
## 158 T1044 Columbia 271-65-0138 -0.73333333 -0.55172414
## 159 T1044 Columbia 271-65-0139 2.00000000 1.00000000
## 160 T1044 Columbia 271-65-0997 -0.52941176 -0.80952381
## 161 T1044 Columbia 284-05-0189 0.22222222 0.00000000
## 162 T1046 Germantown 271-65-0137 -0.46666667 -0.90909091
## 163 T1047 Hilltop 271-65-0134 3.00000000 0.50000000
## 164 T1047 Hilltop 271-65-0136 -0.11111111 -0.40000000
## 165 T1048 Norfolk 271-65-0137 -0.50000000 -0.25000000
## 166 T1049 Richmond NW 284-05-0189 -0.33333333 -0.57142857
## 167 T1057 Orchard Park 271-65-0134 6.00000000 3.50000000
## 168 T1057 Orchard Park 271-65-0136 0.85714286 -0.38095238
## 169 T1063 Carmel 271-65-0134 -0.72000000 -0.73076923
## 170 T1065 Rockwall 271-65-0134 0.16666667 -0.42857143
## 171 T1066 Round Rock 271-65-0134 -0.25000000 0.42857143
## 172 T1066 Round Rock 271-65-0136 -0.62500000 -0.33333333
## 173 T1066 Round Rock 271-65-0137 -0.60000000 0.00000000
## 174 T1072 Columbus NE 271-65-0134 1.77777778 1.66666667
## 175 T1072 Columbus NE 271-65-0136 -0.10526316 -0.36000000
## 176 T1072 Columbus NE 271-65-1292 -0.83333333 -0.47058824
## 177 T1076 Alexandria 271-65-0134 4.88888889 11.75000000
## 178 T1076 Alexandria 271-65-0136 -0.19672131 -0.09433962
## 179 T1076 Alexandria 271-65-0137 0.02325581 -0.40816327
## 180 T1076 Alexandria 271-65-0139 -0.60526316 -0.61363636
## 181 T1081 NE Charlotte 271-65-0136 -0.88000000 -0.53333333
## 182 T1086 Winston-Salem Hanes Mall 271-65-0134 6.00000000 2.33333333
## 183 T1086 Winston-Salem Hanes Mall 271-65-0136 1.00000000 0.00000000
## 184 T1088 Reston 271-65-0136 7.00000000 -0.78571429
## 185 T1090 Augusta 284-05-0313 1.00000000 -0.25000000
## 186 T1100 Thousand Oaks 271-65-0134 6.50000000 0.75000000
## 187 T1100 Thousand Oaks 271-65-0136 0.31818182 1.06666667
## 188 T1100 Thousand Oaks 271-65-0137 -0.57142857 -0.37931034
## 189 T1100 Thousand Oaks 271-65-0139 -0.80000000 -0.86666667
## 190 T1102 Brentwood 271-65-0136 -0.54545455 0.66666667
## 191 T1102 Brentwood 271-65-0137 -0.33333333 0.60000000
## 192 T1103 Newport News 271-65-0134 0.44444444 8.25000000
## 193 T1103 Newport News 271-65-0136 0.44444444 0.34615385
## 194 T1103 Newport News 271-65-0137 0.66666667 -0.07692308
## 195 T1103 Newport News 284-05-0313 -0.16666667 -0.90000000
## 196 T1104 Garner 271-65-0134 7.00000000 -0.60000000
## 197 T1105 Princess Anne 284-05-0313 -0.77777778 -0.75000000
## 198 T1107 Wilmington 284-05-0313 1.50000000 1.50000000
## 199 T1108 Commack 284-05-0189 3.00000000 1.00000000
## 200 T1112 Willoughby 271-65-0136 -0.83333333 1.25000000
## 201 T1118 Woodinville 271-65-0137 0.25000000 0.00000000
## 202 T1129 Huber Heights 271-65-0136 -0.71428571 0.40000000
## 203 T1131 St Petersburg Gateway 271-65-0136 0.00000000 4.50000000
## 204 T1131 St Petersburg Gateway 284-05-0313 -0.71428571 0.00000000
## 205 T1133 Voorhees 271-65-0134 4.50000000 0.50000000
## 206 T1134 Exton 271-65-0134 0.87500000 -0.45454545
## 207 T1134 Exton 271-65-0136 -0.53333333 -0.60000000
## 208 T1134 Exton 271-65-0137 0.50000000 -0.42857143
## 209 T1135 Oxford Valley 271-65-0134 0.83333333 -0.33333333
## 210 T1135 Oxford Valley 284-05-0313 -0.37500000 -0.63636364
## 211 T1138 Silver Spring 271-65-0136 2.50000000 0.60000000
## 212 T1138 Silver Spring 271-65-0139 -0.42857143 0.00000000
## 213 T1139 Westbury 271-65-0134 1.09090909 4.25000000
## 214 T1139 Westbury 271-65-0136 -0.52173913 0.17391304
## 215 T1139 Westbury 271-65-0139 -0.83333333 -0.81818182
## 216 T1146 Brandywine 271-65-0134 11.00000000 0.75000000
## 217 T1146 Brandywine 271-65-0136 -0.25000000 -0.04166667
## 218 T1146 Brandywine 271-65-0137 1.16666667 -0.20833333
## 219 T1147 Copiague 271-65-0134 -0.69230769 -0.07692308
## 220 T1155 Watchung 284-05-0189 -0.62500000 0.75000000
## 221 T1156 Victor 271-65-0134 1.25000000 2.00000000
## 222 T1157 Henrietta 271-65-0134 2.75000000 0.33333333
## 223 T1157 Henrietta 271-65-0137 -0.60000000 -0.80000000
## 224 T1161 Williamsburg 284-05-0189 -0.83333333 -0.25000000
## 225 T1161 Williamsburg 284-05-0313 -0.40000000 0.33333333
## 226 T1180 Greensboro Lawndale 284-05-0189 0.00000000 0.00000000
## 227 T1187 Danvers 271-65-0136 0.57142857 0.66666667
## 228 T1191 South Setauket 271-65-0134 2.22222222 1.72727273
## 229 T1191 South Setauket 271-65-0136 -0.17500000 0.17241379
## 230 T1191 South Setauket 271-65-0138 -0.92307692 -0.63636364
## 231 T1193 Gaithersburg 271-65-0134 0.77777778 3.50000000
## 232 T1193 Gaithersburg 271-65-0136 -0.42857143 -0.62500000
## 233 T1193 Gaithersburg 271-65-0137 2.66666667 0.00000000
## 234 T1207 Las Vegas Boca Park 271-65-0134 3.50000000 1.27272727
## 235 T1207 Las Vegas Boca Park 271-65-0136 0.09523810 -0.64444444
## 236 T1207 Las Vegas Boca Park 271-65-0137 0.44444444 -0.78260870
## 237 T1219 Monroeville 271-65-0134 -0.45833333 -0.94871795
## 238 T1219 Monroeville 271-65-0136 0.27272727 -0.38461538
## 239 T1222 Spring Township 271-65-0134 -0.33333333 -0.85714286
## 240 T1222 Spring Township 271-65-0136 -0.62500000 -0.66666667
## 241 T1229 Everett 284-04-0172 -0.94444444 -0.55555556
## 242 T1238 Irvine North 271-65-0134 0.57142857 10.00000000
## 243 T1238 Irvine North 271-65-0136 -0.75000000 -0.09090909
## 244 T1238 Irvine North 271-65-0137 -0.50000000 2.25000000
## 245 T1246 Sturgeon Bay 271-65-0134 0.00000000 2.20000000
## 246 T1246 Sturgeon Bay 271-65-0138 -0.85714286 -0.66666667
## 247 T1247 Green Bay West 271-65-0134 26.00000000 32.00000000
## 248 T1247 Green Bay West 271-65-0136 0.00000000 -0.53703704
## 249 T1247 Green Bay West 271-65-0137 -0.36734694 -0.70909091
## 250 T1248 Appleton East 271-65-0134 -0.45454545 -0.87096774
## 251 T1248 Appleton East 271-65-0136 0.55555556 -0.83333333
## 252 T1256 Abington Township 271-65-0137 -0.66666667 -0.96428571
## 253 T1264 Levittown 271-65-0136 0.90909091 4.40000000
## 254 T1268 Colonie Northway 271-65-0136 -0.68181818 -0.90476190
## 255 T1269 Plymouth Meeting 271-65-0136 5.75000000 0.57142857
## 256 T1269 Plymouth Meeting 271-65-0137 -0.27272727 -0.51851852
## 257 T1275 Lynchburg 271-65-0134 -0.80769231 -0.75000000
## 258 T1275 Lynchburg 271-65-0136 -0.25000000 -0.20000000
## 259 T1275 Lynchburg 284-05-0189 0.16666667 0.66666667
## 260 T1293 Costa Mesa 271-65-0134 1.10000000 3.28571429
## 261 T1293 Costa Mesa 271-65-0136 1.46153846 -0.52380952
## 262 T1293 Costa Mesa 271-65-1292 -0.61538462 -0.62500000
## 263 T1296 Middletown 271-65-0137 -0.70000000 -0.20000000
## 264 T1304 Turlock 271-65-0134 3.00000000 5.00000000
## 265 T1304 Turlock 271-65-0136 0.10000000 -0.08333333
## 266 T1306 Los Angeles 271-65-0136 -0.47619048 -0.40909091
## 267 T1306 Los Angeles 271-65-0137 -0.63157895 0.54545455
## 268 T1307 Van Nuys 271-65-0134 2.06250000 1.85714286
## 269 T1307 Van Nuys 271-65-0136 0.56521739 -0.57142857
## 270 T1318 Kingston 271-65-0134 -0.83870968 -0.69444444
## 271 T1318 Kingston 271-65-0137 -0.25000000 -0.60000000
## 272 T1323 St Charles 271-65-0134 2.14285714 2.33333333
## 273 T1323 St Charles 271-65-0137 -0.60000000 -0.77272727
## 274 T1323 St Charles 271-65-0138 0.60000000 0.16666667
## 275 T1323 St Charles 271-65-0139 -0.76923077 -0.12500000
## 276 T1332 Pasadena East 271-65-0136 -0.20000000 5.00000000
## 277 T1332 Pasadena East 271-65-1292 -0.57142857 -0.62500000
## 278 T1336 Houston South Central 271-65-0134 1.50000000 -0.16666667
## 279 T1336 Houston South Central 271-65-0137 0.00000000 -0.46666667
## 280 T1338 South Portland 284-05-0189 0.00000000 0.50000000
## 281 T1339 Arlington South 271-65-0134 3.00000000 2.00000000
## 282 T1339 Arlington South 271-65-0136 0.80000000 0.12500000
## 283 T1340 Norwalk 284-04-0131 -0.73333333 -0.83333333
## 284 T1346 Huntsville West 271-65-0136 8.66666667 2.50000000
## 285 T1352 Chaska 271-65-0134 2.44444444 -0.75862069
## 286 T1352 Chaska 271-65-0136 0.81250000 -0.64516129
## 287 T1352 Chaska 284-05-0189 0.80000000 -0.62068966
## 288 T1354 San Antonio North 271-65-0134 -0.83333333 -0.94444444
## 289 T1354 San Antonio North 271-65-0137 -0.70000000 -0.75000000
## 290 T1359 Missouri City 271-65-0136 12.50000000 2.33333333
## 291 T1359 Missouri City 271-65-0137 1.33333333 -0.51851852
## 292 T1362 Burbank 271-65-0136 -0.76923077 -0.76190476
## 293 T1364 Greenwood South 271-65-0134 2.25000000 4.66666667
## 294 T1364 Greenwood South 271-65-0136 -0.50000000 -0.76923077
## 295 T1364 Greenwood South 271-65-0137 0.14285714 -0.50000000
## 296 T1364 Greenwood South 271-65-0139 0.16666667 -0.87500000
## 297 T1368 Euless 271-65-0134 0.00000000 0.14285714
## 298 T1368 Euless 271-65-0137 6.50000000 1.33333333
## 299 T1371 Rock Hill 271-65-0134 -0.90909091 -0.53333333
## 300 T1372 Thornton 271-65-0136 -0.40000000 2.00000000
## 301 T1374 Seekonk 271-65-0134 0.20000000 -0.66666667
## 302 T1377 Clear Lake Shores 271-65-0137 -0.54545455 0.00000000
## 303 T1398 Edmond 271-65-0136 -0.11764706 -0.20000000
## 304 T1408 Los Angeles Eagle Rock 271-65-0134 28.50000000 0.33333333
## 305 T1408 Los Angeles Eagle Rock 271-65-0136 0.03703704 -0.25423729
## 306 T1408 Los Angeles Eagle Rock 271-65-0137 0.11111111 -0.41071429
## 307 T1408 Los Angeles Eagle Rock 271-65-0138 -0.25000000 -0.15000000
## 308 T1408 Los Angeles Eagle Rock 271-65-0139 -0.40740741 -0.09523810
## 309 T1408 Los Angeles Eagle Rock 271-65-0997 -0.82142857 -0.62500000
## 310 T1409 Lakewood Center Mall 271-65-0137 -0.90909091 -0.80000000
## 311 T1410 San Diego Mission Valley 271-65-0134 4.50000000 11.00000000
## 312 T1410 San Diego Mission Valley 271-65-0136 0.60000000 -0.18181818
## 313 T1410 San Diego Mission Valley 271-65-0138 -0.32692308 -0.05000000
## 314 T1410 San Diego Mission Valley 271-65-0139 -0.10714286 -0.22857143
## 315 T1410 San Diego Mission Valley 271-65-0997 -0.53333333 -0.32000000
## 316 T1410 San Diego Mission Valley 271-65-1292 0.50000000 1.78571429
## 317 T1431 Falls Church 271-65-0134 -0.64285714 -0.95833333
## 318 T1431 Falls Church 271-65-0136 -0.40000000 0.00000000
## 319 T1431 Falls Church 271-65-0137 0.00000000 -0.16666667
## 320 T1435 Houston Memorial 271-65-0137 -0.53333333 0.41666667
## 321 T1443 Philadelphia Snyder Ave 271-65-0134 2.50000000 3.14285714
## 322 T1443 Philadelphia Snyder Ave 271-65-0136 -0.25000000 -0.28571429
## 323 T1448 Lino Lakes 271-65-0137 -0.88000000 -0.73333333
## 324 T1461 McDonough 271-65-0134 0.33333333 2.66666667
## 325 T1461 McDonough 271-65-0136 -0.50000000 0.00000000
## 326 T1467 Clark 271-65-0134 0.36363636 -0.55555556
## 327 T1467 Clark 271-65-0136 -0.23529412 -0.33333333
## 328 T1470 Fayetteville 271-65-0134 -0.66666667 -0.76923077
## 329 T1470 Fayetteville 271-65-0136 0.37500000 -0.85714286
## 330 T1470 Fayetteville 271-65-0137 -0.75000000 -0.90909091
## 331 T1483 Bellevue 271-65-0134 2.33333333 3.66666667
## 332 T1483 Bellevue 271-65-0136 -0.03846154 -0.50000000
## 333 T1484 Lakeville 271-65-0136 -0.78571429 -0.88000000
## 334 T1497 Fleming Island 271-65-0134 1.60000000 -0.33333333
## 335 T1497 Fleming Island 271-65-0136 0.36363636 -0.38461538
## 336 T1497 Fleming Island 271-65-0137 -0.16666667 -0.86666667
## 337 T1500 Denver West 271-65-0136 -0.60000000 -0.50000000
## 338 T1500 Denver West 271-65-0137 1.50000000 -0.50000000
## 339 T1504 Wake Forest 271-65-0134 2.33333333 1.40000000
## 340 T1504 Wake Forest 271-65-0136 -0.30000000 0.10000000
## 341 T1505 Mooresville 271-65-0134 -0.09090909 -0.57142857
## 342 T1505 Mooresville 271-65-0136 1.25000000 -0.70000000
## 343 T1505 Mooresville 271-65-0137 -0.41666667 0.00000000
## 344 T1517 Flower Mound 271-65-0134 0.40000000 1.00000000
## 345 T1517 Flower Mound 271-65-0136 -0.66666667 1.14285714
## 346 T1524 Las Vegas Summerlin South 271-65-0134 3.00000000 4.83333333
## 347 T1524 Las Vegas Summerlin South 284-04-0172 -0.97619048 -0.97916667
## 348 T1526 Manteca 271-65-0134 1.50000000 9.00000000
## 349 T1526 Manteca 271-65-0136 1.09090909 3.20000000
## 350 T1526 Manteca 271-65-0137 -0.59090909 -0.56521739
## 351 T1528 Bethel 271-65-0134 -0.16666667 0.55555556
## 352 T1533 Alexandria Hybla Valley 271-65-0134 0.00000000 -0.50000000
## 353 T1537 Bellevue 271-65-0136 -0.40000000 1.50000000
## 354 T1537 Bellevue 271-65-0137 -0.12500000 1.33333333
## 355 T1542 Austin East 271-65-0134 0.40000000 -0.28571429
## 356 T1542 Austin East 271-65-0136 -0.33333333 -0.57142857
## 357 T1542 Austin East 271-65-0137 -0.60000000 -0.50000000
## 358 T1542 Austin East 271-65-0997 1.50000000 4.00000000
## 359 T1755 Layton 271-65-0134 -0.40000000 -0.60000000
## 360 T1755 Layton 271-65-0137 -0.20000000 0.00000000
## 361 T1756 Olathe 271-65-0134 1.00000000 0.00000000
## 362 T1756 Olathe 271-65-0136 -0.33333333 0.75000000
## 363 T1760 Waterford Lakes 271-65-0136 0.50000000 4.50000000
## 364 T1760 Waterford Lakes 271-65-0139 -0.55555556 -0.66666667
## 365 T1763 Frisco 271-65-0134 2.66666667 2.00000000
## 366 T1763 Frisco 271-65-0136 0.66666667 0.18181818
## 367 T1763 Frisco 271-65-0137 -0.14285714 0.60000000
## 368 T1764 Plano West 271-65-0136 1.16666667 -0.83333333
## 369 T1769 Superior 271-65-0134 -0.27777778 -0.26923077
## 370 T1770 Cityview 271-65-0134 2.80000000 0.38461538
## 371 T1770 Cityview 271-65-0136 1.70000000 -0.05263158
## 372 T1775 North Dallas Coit Road 271-65-0136 -0.80000000 -0.81481481
## 373 T1776 Denver SW 271-65-0134 4.00000000 5.50000000
## 374 T1776 Denver SW 271-65-0136 -0.11111111 0.00000000
## 375 T1777 Omaha West 271-65-0136 -0.26666667 -0.83333333
## 376 T1780 Woodstock 271-65-0134 -0.90000000 -0.63636364
## 377 T1782 Tulsa SE 271-65-0134 0.00000000 -0.50000000
## 378 T1782 Tulsa SE 271-65-0136 0.60000000 -0.66666667
## 379 T1784 Northeast Dallas Skillman 271-65-0136 2.00000000 -0.25000000
## 380 T1786 Sugar Land 271-65-0137 0.57142857 -0.93333333
## 381 T1788 Avon 271-65-0134 0.66666667 0.09090909
## 382 T1788 Avon 271-65-0136 0.45454545 0.80000000
## 383 T1788 Avon 271-65-0137 -0.42857143 -0.43750000
## 384 T1789 Southport 271-65-0134 1.28571429 0.37500000
## 385 T1789 Southport 271-65-0136 0.00000000 -0.68750000
## 386 T1791 Urbandale 271-65-0134 -0.12500000 -0.87500000
## 387 T1794 Raleigh NW 271-65-0134 3.00000000 0.42857143
## 388 T1794 Raleigh NW 271-65-0137 -0.65000000 -0.37500000
## 389 T1796 East Greenbush 271-65-0134 0.42857143 -0.42857143
## 390 T1796 East Greenbush 271-65-0136 -0.53846154 -0.70000000
## 391 T1797 Austin NW 271-65-0134 -0.33333333 -0.33333333
## 392 T1797 Austin NW 271-65-0138 -0.20000000 0.25000000
## 393 T1798 Bronx Riverdale 271-65-0137 0.66666667 -0.25000000
## 394 T1802 Newington 284-05-0189 -0.66666667 -0.40000000
## 395 T1806 Glendale 271-65-0136 4.50000000 16.00000000
## 396 T1815 Chula Vista East 271-65-0136 -0.03703704 0.18181818
## 397 T1815 Chula Vista East 271-65-0137 -0.62068966 -0.38461538
## 398 T1815 Chula Vista East 271-65-1292 -0.46428571 0.18181818
## 399 T1822 Clifton 271-65-1292 -0.40000000 -0.46666667
## 400 T1826 Raleigh NE 271-65-0136 8.50000000 -0.16666667
## 401 T1826 Raleigh NE 271-65-0137 -0.16666667 -0.73684211
## 402 T1827 Chantilly 271-65-0134 -0.90000000 -0.90000000
## 403 T1830 Queensbury 271-65-0134 2.66666667 1.00000000
## 404 T1830 Queensbury 284-05-0189 -0.85714286 -0.81818182
## 405 T1831 Champlin 271-65-0136 -0.66666667 8.50000000
## 406 T1831 Champlin 271-65-0137 1.50000000 2.00000000
## 407 T1832 Blaine 271-65-0137 0.50000000 -0.20000000
## 408 T1833 Savage 284-05-0189 5.50000000 -0.50000000
## 409 T1837 Baybrook 271-65-0136 -0.64705882 -0.84615385
## 410 T1837 Baybrook 271-65-0138 -0.72727273 -0.66666667
## 411 T1837 Baybrook 271-65-0139 -0.69230769 1.00000000
## 412 T1838 Chandler West Santan 271-65-0137 3.00000000 -0.50000000
## 413 T1838 Chandler West Santan 271-65-0138 1.50000000 -0.60000000
## 414 T1846 Lemon Grove 271-65-0134 5.71428571 0.86666667
## 415 T1846 Lemon Grove 271-65-0136 -0.13725490 -0.31914894
## 416 T1846 Lemon Grove 271-65-0137 0.06060606 -0.25000000
## 417 T1846 Lemon Grove 271-65-0139 -0.96000000 -0.65714286
## 418 T1846 Lemon Grove 271-65-1292 0.18181818 3.50000000
## 419 T1847 Wilsonville 271-65-0134 0.37500000 -0.46153846
## 420 T1847 Wilsonville 271-65-0136 -0.44444444 -0.18181818
## 421 T1847 Wilsonville 271-65-0137 0.00000000 -0.40000000
## 422 T1852 San Antonio SE 271-65-0134 -0.93333333 -0.66666667
## 423 T1853 Ortega 271-65-0134 2.00000000 2.00000000
## 424 T1853 Ortega 271-65-0137 -0.12500000 0.50000000
## 425 T1854 Rockville 271-65-0137 0.50000000 -0.42857143
## 426 T1855 Bangor 284-05-0313 -0.25000000 -0.86666667
## 427 T1857 Stafford 271-65-0134 38.00000000 11.66666667
## 428 T1857 Stafford 271-65-0136 -0.38571429 -0.48717949
## 429 T1857 Stafford 271-65-0137 0.28125000 -0.55813953
## 430 T1857 Stafford 271-65-0138 -0.14285714 -0.53658537
## 431 T1857 Stafford 271-65-0997 -0.04347826 -0.16666667
## 432 T1858 Charlottesville 271-65-0134 0.16666667 -0.18181818
## 433 T1863 Tucson SE 271-65-0137 0.36363636 -0.71428571
## 434 T1866 Farmingdale 271-65-0134 -0.28571429 -0.06666667
## 435 T1872 Durham 271-65-0134 0.57142857 0.10000000
## 436 T1872 Durham 271-65-0136 4.00000000 -0.09090909
## 437 T1873 Gainesville 271-65-0134 -0.92307692 0.40000000
## 438 T1873 Gainesville 271-65-0136 -0.23809524 16.00000000
## 439 T1873 Gainesville 271-65-0137 0.33333333 -0.50000000
## 440 T1875 York West 271-65-0134 -0.35483871 -0.41666667
## 441 T1886 Jersey City 271-65-0134 2.66666667 -0.55000000
## 442 T1886 Jersey City 284-04-0131 -0.96666667 -0.59090909
## 443 T1888 Norridge 271-65-0134 1.75000000 1.00000000
## 444 T1888 Norridge 271-65-0137 0.41666667 -0.09090909
## 445 T1889 Chicago South Loop 271-65-0137 -0.77777778 -0.94117647
## 446 T1890 Prince Georges Plaza 271-65-0134 -0.11111111 2.00000000
## 447 T1890 Prince Georges Plaza 271-65-0136 0.00000000 -0.50000000
## 448 T1892 Raleigh Central 271-65-0134 4.40000000 2.57142857
## 449 T1893 Skyline 271-65-0134 -0.96000000 -0.48148148
## 450 T1893 Skyline 271-65-0136 -0.40000000 1.50000000
## 451 T1893 Skyline 271-65-0137 1.00000000 2.33333333
## 452 T1896 South Elgin 271-65-0136 10.50000000 0.80000000
## 453 T1896 South Elgin 271-65-0137 0.50000000 -0.39130435
## 454 T1896 South Elgin 271-65-0138 0.33333333 -0.85714286
## 455 T1896 South Elgin 271-65-0997 -0.37500000 -0.37500000
## 456 T1908 Katy Cinco Ranch 271-65-0134 0.20000000 -0.40000000
## 457 T1910 Savannah 284-05-0313 -0.60000000 -0.83333333
## 458 T1915 Latham 271-65-0134 3.00000000 0.50000000
## 459 T1915 Latham 271-65-0136 -0.52380952 0.75000000
## 460 T1916 North Haven 271-65-0134 3.42857143 1.60000000
## 461 T1916 North Haven 271-65-0136 -0.66666667 -0.74193548
## 462 T1916 North Haven 271-65-0137 -0.50000000 0.09090909
## 463 T1928 Westminster 271-65-0134 -0.76470588 -0.66666667
## 464 T1932 Apex 271-65-0134 1.25000000 2.25000000
## 465 T1941 Lake Park/Palm Beach Gardens 271-65-0136 -0.77777778 0.00000000
## 466 T1948 Medford 271-65-0134 2.28571429 4.75000000
## 467 T1948 Medford 271-65-0136 0.15000000 -0.60869565
## 468 T1948 Medford 271-65-0137 0.00000000 -0.52173913
## 469 T1948 Medford 271-65-0139 0.10000000 -0.64705882
## 470 T1948 Medford 271-65-0997 -0.44444444 0.00000000
## 471 T1959 Gilbert Gateway 271-65-0134 0.33333333 1.60000000
## 472 T1959 Gilbert Gateway 271-65-0137 0.00000000 -0.37500000
## 473 T1960 Gilbert SW 271-65-0134 0.33333333 -0.66666667
## 474 T1960 Gilbert SW 271-65-0137 -0.18750000 -0.25000000
## 475 T1962 Waxahachie 271-65-0134 3.20000000 0.23076923
## 476 T1962 Waxahachie 271-65-0136 0.92307692 0.04761905
## 477 T1962 Waxahachie 271-65-0137 0.22222222 -0.68000000
## 478 T1962 Waxahachie 271-65-1292 -0.66666667 -0.90909091
## 479 T1969 Hilliard 271-65-0134 4.00000000 14.00000000
## 480 T1969 Hilliard 271-65-0136 0.18181818 0.06666667
## 481 T1969 Hilliard 271-65-0137 -0.33333333 -0.38461538
## 482 T1969 Hilliard 271-65-0138 0.50000000 0.75000000
## 483 T1969 Hilliard 271-65-0139 -0.42857143 0.00000000
## 484 T1969 Hilliard 271-65-0997 0.50000000 -0.25000000
## 485 T1974 Jacksonville St Johns 271-65-0136 -0.20000000 0.00000000
## 486 T1974 Jacksonville St Johns 271-65-0137 -0.93750000 0.00000000
## 487 T1976 Aurora Saddle Rock 271-65-0134 0.75000000 0.00000000
## 488 T1976 Aurora Saddle Rock 271-65-0136 0.75000000 -0.57142857
## 489 T1978 Graceland 271-65-0136 0.87500000 1.57142857
## 490 T1978 Graceland 271-65-0137 -0.31250000 0.06666667
## 491 T1979 San Antonio Westover 271-65-0134 -0.92307692 -0.54545455
## 492 T1980 Redondo Beach 271-65-0134 0.83333333 7.00000000
## 493 T1980 Redondo Beach 271-65-0136 0.25806452 0.13636364
## 494 T1980 Redondo Beach 271-65-0137 -0.52631579 -0.94871795
## 495 T1981 Weatherford 271-65-0134 3.25000000 1.77777778
## 496 T1981 Weatherford 271-65-0136 0.72727273 -0.26470588
## 497 T1981 Weatherford 271-65-0139 -0.06666667 -0.87719298
## 498 T1981 Weatherford 271-65-0997 0.11111111 -0.64285714
## 499 T1981 Weatherford 271-65-1292 1.12500000 0.50000000
## 500 T2008 Lake Worth 271-65-0134 -0.89473684 -0.88235294
## 501 T2016 North Olmsted 271-65-0136 5.00000000 -0.50000000
## 502 T2016 North Olmsted 271-65-0137 0.00000000 -0.83333333
## 503 T2021 Arvada South 271-65-0136 -0.16666667 -0.33333333
## 504 T2023 Lone Tree 271-65-0137 -0.50000000 -0.80000000
## 505 T2026 Carson North 271-65-0134 5.71428571 14.00000000
## 506 T2031 Paseo 271-65-0136 -0.94117647 -0.93617021
## 507 T2034 University Parkway 271-65-0134 0.66666667 3.00000000
## 508 T2037 Burlington 271-65-0134 -0.71428571 -0.60000000
## 509 T2038 Webster 271-65-0134 0.14285714 4.50000000
## 510 T2038 Webster 271-65-0137 0.42857143 -0.62500000
## 511 T2040 Tampa Central Walter's Crossing 284-05-0313 1.33333333 -0.40000000
## 512 T2042 Fort Worth Central 271-65-0134 3.80000000 1.57142857
## 513 T2042 Fort Worth Central 271-65-0136 -0.83333333 -0.33333333
## 514 T2042 Fort Worth Central 271-65-0137 -0.27777778 4.50000000
## 515 T2042 Fort Worth Central 271-65-0138 -0.22222222 -0.23076923
## 516 T2042 Fort Worth Central 271-65-0997 -0.80000000 -0.42857143
## 517 T2042 Fort Worth Central 271-65-1292 2.00000000 2.00000000
## 518 T2048 St John 271-65-0134 -0.46153846 -0.33333333
## 519 T2048 St John 271-65-0136 -0.20000000 0.00000000
## 520 T2051 Huntington Beach East 271-65-0134 0.89473684 4.87500000
## 521 T2051 Huntington Beach East 271-65-0136 -0.20370370 -0.08333333
## 522 T2051 Huntington Beach East 271-65-0137 -0.23404255 -0.58139535
## 523 T2051 Huntington Beach East 271-65-1292 -0.29166667 -0.27777778
## 524 T2052 Denver Northfield Blvd 271-65-0134 0.40000000 0.00000000
## 525 T2052 Denver Northfield Blvd 271-65-0136 -0.21212121 -0.35714286
## 526 T2052 Denver Northfield Blvd 271-65-0137 -0.60869565 -0.46153846
## 527 T2053 Chattanooga North 271-65-0136 -0.60000000 -0.66666667
## 528 T2056 Johns Creek 271-65-0134 4.66666667 8.00000000
## 529 T2056 Johns Creek 271-65-0136 4.66666667 -0.05882353
## 530 T2069 Durham SE 271-65-0136 2.33333333 -0.23529412
## 531 T2069 Durham SE 271-65-0137 -0.30000000 -0.70000000
## 532 T2082 Buena Park 271-65-0134 -0.19230769 -0.64285714
## 533 T2082 Buena Park 271-65-0137 0.22222222 -0.71428571
## 534 T2095 Owasso 271-65-0136 5.50000000 -0.63636364
## 535 T2101 Roseville T1 271-65-0136 -0.23076923 -0.92307692
## 536 T2101 Roseville T1 271-65-0137 1.75000000 -0.60000000
## 537 T2102 Central Islip 271-65-0137 1.75000000 -0.54545455
## 538 T2108 Greensboro New Garden 271-65-0134 1.66666667 -0.54545455
## 539 T2109 Hialeah 284-05-0189 -0.45454545 -0.87500000
## 540 T2111 Knightdale 271-65-0134 3.33333333 0.66666667
## 541 T2111 Knightdale 271-65-0137 -0.55555556 0.00000000
## 542 T2131 Royersford 271-65-0136 1.00000000 1.50000000
## 543 T2132 Charlotte SW 271-65-0134 0.75000000 0.75000000
## 544 T2132 Charlotte SW 271-65-0136 -0.46875000 -0.39285714
## 545 T2132 Charlotte SW 271-65-0137 -0.60526316 0.41176471
## 546 T2132 Charlotte SW 271-65-0138 0.14285714 0.66666667
## 547 T2138 Fredericksburg S 271-65-0134 1.33333333 1.18750000
## 548 T2138 Fredericksburg S 271-65-0136 0.35135135 -0.04761905
## 549 T2138 Fredericksburg S 271-65-0137 0.03030303 -0.62000000
## 550 T2142 McKinney SW 271-65-0134 0.30000000 -0.79411765
## 551 T2142 McKinney SW 271-65-0136 1.33333333 -0.69230769
## 552 T2142 McKinney SW 271-65-0137 0.00000000 -0.50000000
## 553 T2145 Denton 271-65-0134 2.50000000 0.50000000
## 554 T2147 West Covina South 271-65-0136 -0.23809524 -0.85714286
## 555 T2151 Tustin 271-65-0134 -0.60000000 -0.56250000
## 556 T2155 Yulee 271-65-0134 -0.10000000 -0.75000000
## 557 T2155 Yulee 271-65-0137 1.60000000 -0.77777778
## 558 T2164 Las Vegas Blue Diamond 271-65-0136 4.33333333 -0.15384615
## 559 T2164 Las Vegas Blue Diamond 271-65-0137 0.05882353 -0.06250000
## 560 T2165 Vista South 271-65-0134 1.66666667 -0.50000000
## 561 T2165 Vista South 271-65-0136 -0.36666667 -0.71875000
## 562 T2165 Vista South 271-65-0137 1.52941176 -0.42105263
## 563 T2173 Abington 284-05-0189 -0.75000000 -0.86046512
## 564 T2176 Tempe Rio Salado 271-65-0134 3.00000000 1.66666667
## 565 T2176 Tempe Rio Salado 271-65-0136 1.60000000 0.62500000
## 566 T2176 Tempe Rio Salado 271-65-0137 -0.77777778 -0.38461538
## 567 T2189 Knollwood 271-65-0134 0.33333333 2.00000000
## 568 T2189 Knollwood 271-65-0136 0.64285714 0.66666667
## 569 T2189 Knollwood 271-65-0137 0.66666667 -0.26086957
## 570 T2191 Losson Road 271-65-0134 3.87500000 0.60000000
## 571 T2191 Losson Road 271-65-0136 -0.10638298 -0.51282051
## 572 T2197 Westminster Orchard Parkway 271-65-0136 -0.94339623 -0.90476190
## 573 T2197 Westminster Orchard Parkway 271-65-0137 -0.80000000 -0.33333333
## 574 T2201 Ross Township 271-65-0134 1.50000000 1.00000000
## 575 T2202 Mechanicsburg 271-65-0136 2.11111111 -0.60000000
## 576 T2202 Mechanicsburg 284-05-0189 -0.75000000 -0.89285714
## 577 T2210 Boynton Beach SE 271-65-0134 3.00000000 2.00000000
## 578 T2210 Boynton Beach SE 271-65-0136 -0.25000000 -0.40000000
## 579 T2219 Parker 271-65-0134 1.90000000 0.55555556
## 580 T2219 Parker 271-65-0136 -0.04761905 -0.51724138
## 581 T2219 Parker 271-65-0137 0.00000000 -0.65000000
## 582 T2219 Parker 271-65-1292 -0.17647059 0.14285714
## 583 T2220 Norman 271-65-0134 11.33333333 1.50000000
## 584 T2220 Norman 271-65-0136 -0.11538462 -0.48648649
## 585 T2220 Norman 271-65-0137 -0.18181818 -0.04347826
## 586 T2220 Norman 271-65-0138 0.14285714 -0.44444444
## 587 T2220 Norman 271-65-0139 0.07142857 -0.37500000
## 588 T2221 Colorado Springs NE 271-65-0136 -0.42857143 -0.86666667
## 589 T2225 Edgewater 271-65-0134 37.00000000 2.12500000
## 590 T2225 Edgewater 271-65-0136 -0.17073171 -0.28947368
## 591 T2225 Edgewater 271-65-0137 -0.07142857 -0.35294118
## 592 T2225 Edgewater 271-65-0138 -0.42857143 -0.92307692
## 593 T2225 Edgewater 271-65-0997 0.11111111 0.12500000
## 594 T2225 Edgewater 271-65-1292 7.60000000 2.60000000
## 595 T2232 Natl Cty Pl Bonita 271-65-0134 -0.40909091 -0.74418605
## 596 T2232 Natl Cty Pl Bonita 271-65-0136 -0.17647059 -0.23076923
## 597 T2232 Natl Cty Pl Bonita 271-65-0137 -0.60000000 0.07142857
## 598 T2233 Jacksonville West 271-65-0137 -0.40000000 0.50000000
## 599 T2234 Rowlett 271-65-0134 0.08333333 -0.16666667
## 600 T2234 Rowlett 271-65-0137 -0.56250000 -0.07692308
## 601 T2235 Brandon South 271-65-0134 5.00000000 4.57142857
## 602 T2235 Brandon South 271-65-0136 0.10000000 -0.02777778
## 603 T2235 Brandon South 271-65-0137 -0.36666667 -0.63636364
## 604 T2236 Phoenix 7th Street and Bell 271-65-0134 -0.65000000 -0.63157895
## 605 T2236 Phoenix 7th Street and Bell 271-65-0136 0.12500000 0.28571429
## 606 T2239 Stone Oak 271-65-0137 0.50000000 -0.33333333
## 607 T2243 Grand Prairie S 271-65-0137 -0.41666667 0.41666667
## 608 T2244 Charlotte Midtown 271-65-0134 8.62500000 5.42857143
## 609 T2261 Sheridan 271-65-0136 -0.80701754 -0.89610390
## 610 T2264 Winter Garden 271-65-0136 13.00000000 -0.36363636
## 611 T2264 Winter Garden 271-65-0137 1.50000000 -0.57142857
## 612 T2264 Winter Garden 271-65-0997 -0.50000000 -0.40000000
## 613 T2271 Annapolis 271-65-0134 58.00000000 8.25000000
## 614 T2271 Annapolis 271-65-0136 -0.26666667 -0.72881356
## 615 T2271 Annapolis 271-65-0137 -0.68750000 -0.63636364
## 616 T2271 Annapolis 271-65-0138 -0.60000000 -0.20000000
## 617 T2271 Annapolis 271-65-0139 0.00000000 1.75000000
## 618 T2271 Annapolis 271-65-0997 3.80000000 3.00000000
## 619 T2278 Temple 271-65-0134 -0.71875000 -0.87500000
## 620 T2284 Fort Smith 271-65-0136 6.00000000 -0.88888889
## 621 T2288 Austin Southpark 271-65-0134 -0.47058824 1.00000000
## 622 T2288 Austin Southpark 271-65-0136 0.12500000 -0.22222222
## 623 T2288 Austin Southpark 271-65-0137 -0.11111111 -0.55555556
## 624 T2290 Renton 271-65-0134 0.81818182 0.75000000
## 625 T2290 Renton 271-65-0136 -0.40000000 -0.60000000
## 626 T2290 Renton 271-65-0137 -0.64285714 0.83333333
## 627 T2292 Wareham 271-65-0137 -0.88888889 -0.60000000
## 628 T2297 Front Royal 271-65-0136 -0.66666667 2.00000000
## 629 T2300 Richfield 271-65-0134 2.00000000 9.00000000
## 630 T2300 Richfield 271-65-0136 0.00000000 -0.25000000
## 631 T2300 Richfield 271-65-0137 0.23529412 -0.75000000
## 632 T2303 Lincoln SW 271-65-0118 -0.54545455 -0.71428571
## 633 T2304 Westminster NW 271-65-0134 0.12500000 2.00000000
## 634 T2304 Westminster NW 271-65-0136 0.50000000 -0.33333333
## 635 T2307 Glendale 271-65-0136 1.80000000 0.16666667
## 636 T2307 Glendale 271-65-0137 -0.50000000 -0.71428571
## 637 T2307 Glendale 271-65-0138 -0.50000000 1.00000000
## 638 T2310 Easton 284-05-0189 0.50000000 8.00000000
## 639 T2312 Springfield West 271-65-0134 1.35714286 0.50000000
## 640 T2312 Springfield West 271-65-0136 3.00000000 -0.57575758
## 641 T2312 Springfield West 271-65-1292 0.14285714 -0.75000000
## 642 T2313 Edina 284-05-0189 1.00000000 2.75000000
## 643 T2319 Signal Hill 271-65-0134 -0.82352941 -0.66666667
## 644 T2319 Signal Hill 271-65-0136 0.00000000 -0.33333333
## 645 T2323 Manassas West 271-65-0134 0.28571429 0.33333333
## 646 T2335 McKinney 271-65-0134 -0.08333333 -0.44444444
## 647 T2335 McKinney 271-65-0136 -0.27272727 -0.36363636
## 648 T2335 McKinney 271-65-0137 -0.30769231 0.00000000
## 649 T2335 McKinney 271-65-0138 0.75000000 0.00000000
## 650 T2338 Frisco North 271-65-0134 12.00000000 4.42857143
## 651 T2338 Frisco North 271-65-0136 -0.56097561 -0.23076923
## 652 T2338 Frisco North 271-65-0137 0.50000000 0.16666667
## 653 T2347 Lathrop 271-65-0134 -0.56250000 -0.62500000
## 654 T2358 Columbus Far SW 271-65-0136 -0.50000000 -0.71428571
## 655 T2361 Trumbull West 271-65-0134 0.50000000 0.16666667
## 656 T2366 NE Polk County 271-65-0134 -0.33333333 -0.60000000
## 657 T2370 Orlando SW 271-65-0136 -0.45454545 0.25000000
## 658 T2376 Orlando - Sodo 271-65-0136 0.71428571 0.33333333
## 659 T2383 Omaha Far SW 271-65-0134 -0.35714286 -0.50000000
## 660 T2386 Atwater 271-65-0134 2.14285714 1.66666667
## 661 T2389 Atascocita 271-65-0136 -0.83333333 -0.81818182
## 662 T2389 Atascocita 271-65-0138 -0.76470588 -0.25000000
## 663 T2392 Stafford Township 284-05-0313 0.50000000 0.50000000
## 664 T2400 Goodyear West 271-65-0136 6.00000000 1.33333333
## 665 T2400 Goodyear West 271-65-0138 -0.20000000 0.14285714
## 666 T2400 Goodyear West 271-65-0139 0.42857143 -0.25000000
## 667 T2400 Goodyear West 271-65-1292 1.00000000 -0.75000000
## 668 T2403 Fort Collins East 271-65-0136 -0.75000000 -0.81818182
## 669 T2404 Henderson Lake Mead Pkwy 271-65-0136 -0.57142857 -0.14285714
## 670 T2404 Henderson Lake Mead Pkwy 271-65-0137 -0.33333333 0.66666667
## 671 T2409 Austin Arboretum 271-65-0134 5.50000000 2.50000000
## 672 T2409 Austin Arboretum 271-65-0136 -0.73333333 0.23076923
## 673 T2409 Austin Arboretum 271-65-0138 -0.68421053 0.50000000
## 674 T2409 Austin Arboretum 271-65-0140 0.28571429 -0.33333333
## 675 T2434 Southington 271-65-0134 4.00000000 -0.77777778
## 676 T2450 Reynoldsburg 271-65-0136 -0.76923077 -0.20000000
## 677 T2454 Council Bluffs 271-65-0136 1.00000000 1.00000000
## 678 T2462 Simi Valley West 271-65-0137 3.00000000 0.50000000
## 679 T2465 Balboa 271-65-0134 6.44444444 2.08333333
## 680 T2465 Balboa 271-65-0136 0.50000000 -0.44776119
## 681 T2465 Balboa 271-65-0137 0.18750000 -0.15151515
## 682 T2465 Balboa 271-65-0138 -0.91428571 -0.92105263
## 683 T2465 Balboa 271-65-0139 -0.50000000 -0.33333333
## 684 T2465 Balboa 271-65-0997 -0.66666667 0.50000000
## 685 T2467 Park North 271-65-0136 0.75000000 9.00000000
## 686 T2467 Park North 271-65-0137 -0.37500000 -0.28571429
## 687 T2478 Richmond Far West 271-65-0134 0.00000000 -0.60000000
## 688 T2478 Richmond Far West 271-65-0136 -0.30000000 -0.22222222
## 689 T2487 Columbus New Albany 271-65-0134 -0.06250000 -0.28571429
## 690 T2487 Columbus New Albany 271-65-0136 0.10000000 -0.53333333
## 691 T2490 Hillside 271-65-0134 -0.07692308 0.18181818
## 692 T2490 Hillside 271-65-0136 -0.07692308 1.33333333
## 693 T2490 Hillside 271-65-0137 0.33333333 -0.16666667
## 694 T2490 Hillside 271-65-0138 -0.57142857 -0.75000000
## 695 T2490 Hillside 271-65-0139 0.60000000 1.33333333
## 696 T2490 Hillside 271-65-0997 0.66666667 -0.62500000
## 697 T2495 Pflugerville 271-65-0134 4.33333333 2.00000000
## 698 T2498 Rogers 271-65-0137 -0.63636364 -0.87500000
## 699 T2516 Allen North 271-65-0134 -0.25000000 -0.25000000
## 700 T2516 Allen North 271-65-0136 -0.83333333 -0.33333333
## 701 T2516 Allen North 271-65-0137 -0.20000000 1.50000000
## 702 T2528 Chili 271-65-0134 2.75000000 -0.75000000
## 703 T2530 Greenland 284-05-0189 -0.57142857 -0.73333333
## 704 T2530 Greenland 284-05-0313 -0.50000000 2.00000000
## 705 T2537 Malvern 271-65-1292 1.00000000 0.50000000
## 706 T2542 Tulsa South 271-65-0134 -0.40000000 1.16666667
## 707 T2542 Tulsa South 271-65-0136 1.75000000 2.33333333
## 708 T2550 Wylie 271-65-0134 1.20000000 -0.54545455
## 709 T2550 Wylie 271-65-0137 -0.66666667 -0.90909091
## 710 T2557 Blue Ash 271-65-0134 1.14285714 2.75000000
## 711 T2557 Blue Ash 271-65-0136 -0.19354839 -0.40000000
## 712 T2557 Blue Ash 271-65-0137 -0.69230769 -0.76000000
## 713 T2567 Hanover 284-05-0189 -0.81818182 -0.87500000
## 714 T2613 Chicago Gold Coast 271-65-0134 3.75000000 0.50000000
## 715 T2613 Chicago Gold Coast 271-65-0136 1.25000000 -0.89473684
## 716 T2613 Chicago Gold Coast 271-65-0137 -0.20000000 0.66666667
## 717 T2716 Highlands Ranch 271-65-0136 0.88888889 -0.12500000
## 718 T2717 Lakewood 271-65-0134 -0.26315789 0.17647059
## 719 T2717 Lakewood 271-65-0137 -0.42857143 -0.64285714
## 720 T2717 Lakewood 271-65-0997 -0.77777778 -0.25000000
## 721 T2717 Lakewood 271-65-1292 1.33333333 3.50000000
## 722 T2721 Morrisville 271-65-0134 -0.58333333 -0.71428571
## 723 T2730 San Clemente 271-65-0134 2.25000000 4.20000000
## 724 T2730 San Clemente 271-65-0136 0.20000000 -0.46153846
## 725 T2730 San Clemente 271-65-1292 -0.31578947 0.00000000
## 726 T2754 Fort Worth 271-65-0134 2.00000000 2.53846154
## 727 T2754 Fort Worth 271-65-0136 0.10714286 -0.39583333
## 728 T2754 Fort Worth 271-65-0137 0.34782609 -0.29032258
## 729 T2754 Fort Worth 271-65-0138 -0.45833333 -0.19354839
## 730 T2754 Fort Worth 271-65-0139 0.20000000 0.46153846
## 731 T2754 Fort Worth 271-65-1292 0.29411765 0.55555556
## 732 T2760 Oxnard West 271-65-0134 -0.60975610 -0.04545455
## 733 T2764 Christiana 271-65-0134 -0.61290323 0.18750000
## 734 T2764 Christiana 271-65-0136 0.50000000 0.16666667
## 735 T2764 Christiana 271-65-0137 0.30769231 0.00000000
## 736 T2766 San Francisco Central 271-65-0134 0.37500000 -0.05882353
## 737 T2766 San Francisco Central 271-65-0136 5.16666667 -0.13636364
## 738 T2766 San Francisco Central 271-65-0997 1.00000000 -0.02702703
## 739 T2768 San Francisco West 271-65-0134 8.00000000 0.78571429
## 740 T2768 San Francisco West 271-65-0136 2.50000000 -0.29629630
## 741 T2768 San Francisco West 271-65-0137 0.77777778 -0.73809524
## 742 T2768 San Francisco West 271-65-0138 -0.62962963 -0.71875000
## 743 T2768 San Francisco West 271-65-0139 -0.20000000 -0.10000000
## 744 T2768 San Francisco West 271-65-0997 2.00000000 0.62500000
## 745 T2770 Pembroke 271-65-0134 -0.57142857 -0.58333333
## 746 T2770 Pembroke 271-65-0137 -0.75000000 -0.16666667
## 747 T2770 Pembroke 284-05-0189 0.00000000 4.00000000
## 748 T2772 San Rafael 271-65-0136 15.00000000 5.00000000
## 749 T2774 LA Westwood 271-65-0134 4.37500000 0.56250000
## 750 T2774 LA Westwood 271-65-0136 0.26086957 -0.39534884
## 751 T2774 LA Westwood 271-65-0137 0.10000000 -0.24137931
## 752 T2774 LA Westwood 271-65-1292 0.00000000 -0.13636364
## 753 T2787 Upper St. Clair 271-65-0134 -0.09090909 -0.39130435
## 754 T2787 Upper St. Clair 271-65-0136 0.00000000 -0.45000000
## 755 T2787 Upper St. Clair 271-65-0137 -0.09523810 -0.21052632
## 756 T2802 Escondido South 271-65-0134 -0.46153846 -0.63157895
## 757 T2802 Escondido South 271-65-0137 -0.61538462 -0.28571429
## 758 T2802 Escondido South 271-65-1292 -0.25000000 0.20000000
## 759 T2803 Alamo Heights 271-65-0136 1.66666667 -0.77777778
## 760 T2803 Alamo Heights 271-65-0137 -0.25000000 -0.75000000
## 761 T2804 Santa Rosa North 271-65-0134 1.00000000 1.66666667
## 762 T2804 Santa Rosa North 271-65-0137 -0.66666667 1.00000000
## 763 T2810 Westlake Village 271-65-0134 0.57142857 18.50000000
## 764 T2810 Westlake Village 271-65-0136 0.17647059 0.45454545
## 765 T2810 Westlake Village 271-65-0138 -0.35714286 0.35000000
## 766 T2844 Huntington 271-65-0134 -0.11111111 -0.55555556
## 767 T2845 Baltimore East 271-65-0134 -0.28571429 -0.79166667
## 768 T2845 Baltimore East 271-65-0136 -0.54545455 0.30000000
## 769 T2847 Sayville 271-65-0134 5.80000000 0.80000000
## 770 T2847 Sayville 271-65-0137 0.11764706 -0.64705882
## 771 T2850 Brooklyn Fulton St 271-65-0137 -0.33333333 -0.89473684
## 772 T2865 Spring Grand Parkway North 271-65-0137 0.37500000 -0.37500000
## 773 T2871 Oceanside East 271-65-0134 1.40000000 0.45454545
## 774 T2871 Oceanside East 271-65-0136 -0.27777778 0.83333333
## 775 T2871 Oceanside East 271-65-0137 0.05555556 -0.30769231
## 776 T3203 San Francisco South 271-65-0134 -0.25000000 -0.42105263
## 777 T3203 San Francisco South 271-65-0136 -0.12500000 -0.16666667
## 778 T3203 San Francisco South 271-65-0138 -0.80000000 -0.85714286
## 779 T3205 San Diego South Park 271-65-0139 4.00000000 3.00000000
## 780 T3206 Philadelphia Rittenhouse Square 271-65-0139 -0.88888889 0.60000000
## 781 T3207 Chicago Streeterville 271-65-0136 -0.77777778 2.00000000
## 782 T3208 Chicago Lakeview Belmont Stn 271-65-0136 -0.80000000 1.00000000
## 783 T3210 Rosslyn 271-65-0137 -0.55555556 7.00000000
## 784 T3212 Philadelphia Washington Square 271-65-0136 1.16666667 0.25000000
## 785 T3212 Philadelphia Washington Square 271-65-0137 0.25000000 -0.76923077
## 786 T3212 Philadelphia Washington Square 271-65-0139 0.33333333 -0.20000000
## 787 T3212 Philadelphia Washington Square 271-65-1292 0.33333333 -0.12500000
## 788 T3217 Los Angeles USC Village 271-65-0136 -0.33333333 3.25000000
## 789 T3221 Chicago Lincoln Park North 271-65-0136 0.33333333 0.75000000
## 790 T3221 Chicago Lincoln Park North 271-65-0137 -0.16666667 -0.25000000
## 791 T3221 Chicago Lincoln Park North 271-65-0139 0.14285714 -0.20000000
## 792 T3227 Philadelphia Art Museum 271-65-0134 0.88888889 0.75000000
## 793 T3227 Philadelphia Art Museum 271-65-0136 0.16666667 1.05882353
## 794 T3227 Philadelphia Art Museum 271-65-0997 -0.83333333 -0.35714286
## 795 T3227 Philadelphia Art Museum 271-65-1292 -0.35294118 6.50000000
## 796 T3230 Forest Hills 271-65-0136 -0.93750000 -0.63636364
## 797 T3240 Marin City 271-65-0134 7.00000000 10.00000000
## 798 T3240 Marin City 271-65-0136 1.20000000 -0.56250000
## 799 T3240 Marin City 271-65-0137 1.50000000 -0.63636364
## 800 T3244 Columbus Ohio State U 271-65-0134 1.00000000 0.40000000
## 801 T3244 Columbus Ohio State U 271-65-0136 1.28571429 0.20000000
## 802 T3250 Austin UT Campus 271-65-0134 -0.23076923 -0.62500000
## 803 T3250 Austin UT Campus 271-65-0137 0.20000000 -0.70000000
## 804 T3261 Phoenix Uptown Camelback 271-65-0134 2.25000000 2.83333333
## 805 T3261 Phoenix Uptown Camelback 271-65-0136 -0.27777778 -0.15384615
## 806 T3261 Phoenix Uptown Camelback 271-65-0137 -0.33333333 -0.30769231
## 807 T3263 Philadelphia Broad And Washington 271-65-0997 0.16666667 -0.12500000
## 808 T3277 Manhattan Herald Square 271-65-0136 -0.57142857 -0.57142857
## 809 T3279 Denver Downtown 271-65-0136 0.00000000 0.66666667
## 810 T3279 Denver Downtown 271-65-0138 -0.81818182 0.80000000
## 811 T3279 Denver Downtown 271-65-1292 6.20000000 11.00000000
## 812 T3283 Evanston Downtown 271-65-0138 -0.88888889 -0.86111111
## 813 T3285 Philadelphia Northern Liberties 271-65-0136 5.00000000 2.75000000
## 814 T3312 Upper East Side 70th and 3rd 271-65-0136 -0.85000000 -0.83333333
## 815 T3319 Spring Valley Jamacha Rd 271-65-0136 0.75000000 -0.66666667
## 816 T3321 Kips Bay 271-65-0134 0.66666667 -0.57142857
## 817 T3321 Kips Bay 271-65-0137 0.00000000 -0.60000000
## 818 T3321 Kips Bay 271-65-1292 0.40000000 -0.66666667
## 819 T3333 Bishops Corner 271-65-0136 1.00000000 0.00000000
## 820 T3333 Bishops Corner 271-65-0997 0.00000000 -0.41666667
## 821 T3342 Austin Saltillo 271-65-0134 3.00000000 0.22222222
## 822 T3342 Austin Saltillo 271-65-0137 -0.25000000 -0.37500000
## Aug3 Sep1 Sep2 Sep3 Sep4 Oct1
## 1 NA NA NA NA NA NA
## 2 -0.61111111 -0.52380952 -0.06666667 -0.65217391 -0.35294118 -0.18181818
## 3 -0.12500000 -0.83333333 -0.10000000 -0.21428571 1.25000000 5.33333333
## 4 -0.91666667 -0.78571429 0.00000000 -0.33333333 -0.90909091 -0.86363636
## 5 1.75000000 7.00000000 3.33333333 1.00000000 1.00000000 4.00000000
## 6 -0.21428571 0.87500000 0.37500000 0.53846154 -0.50000000 0.20000000
## 7 -0.81481481 1.00000000 -0.33333333 -0.63636364 -0.80000000 0.33333333
## 8 0.00000000 -0.30000000 0.16666667 -0.20000000 1.50000000 -0.75000000
## 9 0.37500000 0.50000000 1.28571429 0.14285714 0.75000000 0.09090909
## 10 -0.22222222 7.50000000 4.66666667 -0.62500000 -0.25000000 0.00000000
## 11 -0.14285714 0.33333333 -0.29411765 -0.29411765 0.16666667 0.40000000
## 12 -0.66666667 -0.30769231 -0.66666667 -0.41666667 -0.33333333 -0.28571429
## 13 0.50000000 -0.66666667 -0.11111111 0.50000000 -0.71428571 0.14285714
## 14 -0.50000000 -0.25000000 5.00000000 -0.75000000 -0.83333333 -0.66666667
## 15 4.00000000 2.85714286 8.00000000 4.50000000 12.50000000 3.87500000
## 16 -0.66000000 0.04761905 0.11111111 -0.33333333 -0.12121212 0.05000000
## 17 -0.58139535 -0.14285714 -0.77272727 -0.73333333 -0.05555556 -0.31578947
## 18 -0.38709677 -0.47058824 -0.27777778 1.60000000 -0.62500000 -0.75000000
## 19 0.09090909 5.00000000 -0.11111111 -0.61538462 1.53846154 -0.71428571
## 20 -0.03030303 0.84210526 4.83333333 3.00000000 5.00000000 3.85714286
## 21 0.56521739 -0.02777778 0.08571429 0.05714286 -0.40625000 -0.20000000
## 22 -0.25000000 -0.31578947 -0.85714286 -0.81578947 -0.62162162 -0.58333333
## 23 -0.86956522 -0.75000000 -0.84615385 -0.80000000 -0.42857143 -0.40000000
## 24 13.00000000 38.00000000 8.33333333 11.50000000 32.00000000 0.50000000
## 25 -0.71428571 -0.50000000 -0.74358974 -0.82142857 -0.52000000 -0.62500000
## 26 -0.60000000 1.00000000 0.12500000 -0.80000000 0.40000000 -0.18750000
## 27 0.63636364 0.77777778 1.20000000 1.88888889 1.50000000 0.70000000
## 28 1.20000000 0.71428571 -0.37500000 -0.31818182 -0.65384615 3.50000000
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## 604 -0.9285714
## 605 -0.5000000
## 606 -0.6666667
## 607 0.0000000
## 608 -0.7500000
## 609 -0.9090909
## 610 -0.7500000
## 611 0.0000000
## 612 -0.5000000
## 613 5.0000000
## 614 -0.9393939
## 615 -0.9523810
## 616 -0.9047619
## 617 -0.8571429
## 618 1.0000000
## 619 -0.6250000
## 620 -0.9473684
## 621 -0.2857143
## 622 -0.7500000
## 623 -0.3333333
## 624 -0.7500000
## 625 -0.5000000
## 626 -0.7500000
## 627 -0.8750000
## 628 -0.6666667
## 629 3.0000000
## 630 0.3333333
## 631 -0.7142857
## 632 -0.9090909
## 633 -0.5000000
## 634 -0.5000000
## 635 -0.5000000
## 636 -0.8888889
## 637 -0.5000000
## 638 0.0000000
## 639 1.2000000
## 640 -0.2727273
## 641 -0.9629630
## 642 -0.7500000
## 643 -0.7586207
## 644 -0.7500000
## 645 -0.9000000
## 646 -0.8571429
## 647 -0.6666667
## 648 -0.9000000
## 649 -0.9000000
## 650 6.0000000
## 651 -0.8260870
## 652 -0.5000000
## 653 -0.7142857
## 654 -0.6000000
## 655 -0.9230769
## 656 -0.9545455
## 657 -0.8000000
## 658 -0.8333333
## 659 0.0000000
## 660 -0.8750000
## 661 -0.8000000
## 662 -0.7500000
## 663 0.0000000
## 664 -0.7500000
## 665 -0.7500000
## 666 0.0000000
## 667 -0.7142857
## 668 -0.7500000
## 669 -0.8750000
## 670 -0.8000000
## 671 -0.8000000
## 672 -0.8333333
## 673 -0.7692308
## 674 -0.6666667
## 675 -0.9166667
## 676 1.0000000
## 677 -0.5000000
## 678 0.0000000
## 679 1.0000000
## 680 -0.9333333
## 681 -0.8333333
## 682 -0.9565217
## 683 -0.2500000
## 684 -0.8000000
## 685 -0.6666667
## 686 -0.5000000
## 687 0.0000000
## 688 -0.8333333
## 689 -0.3333333
## 690 -0.8823529
## 691 -0.5000000
## 692 -0.7500000
## 693 -0.6428571
## 694 -0.8000000
## 695 -0.3333333
## 696 -0.7500000
## 697 0.0000000
## 698 -0.7000000
## 699 10.0000000
## 700 -0.8000000
## 701 -0.1250000
## 702 -0.6666667
## 703 -0.5000000
## 704 -0.2500000
## 705 -0.3333333
## 706 -0.6000000
## 707 -0.8181818
## 708 -0.9230769
## 709 -0.8000000
## 710 1.2500000
## 711 -0.4166667
## 712 -0.6666667
## 713 -0.6666667
## 714 0.2000000
## 715 -0.8333333
## 716 -0.6000000
## 717 -0.7857143
## 718 -0.6666667
## 719 -0.8000000
## 720 -0.7500000
## 721 -0.7500000
## 722 -0.7500000
## 723 4.5000000
## 724 -0.9090909
## 725 1.0000000
## 726 -0.8666667
## 727 -0.3333333
## 728 -0.9090909
## 729 -0.5714286
## 730 -0.7857143
## 731 -0.7272727
## 732 -0.7500000
## 733 -0.8000000
## 734 -0.3333333
## 735 -0.9615385
## 736 -0.5000000
## 737 -0.9473684
## 738 -0.9166667
## 739 -0.8461538
## 740 -0.7142857
## 741 -0.8888889
## 742 -0.9285714
## 743 -0.6250000
## 744 -0.8571429
## 745 -0.9130435
## 746 -0.8000000
## 747 -0.9000000
## 748 1.0000000
## 749 -0.4444444
## 750 -0.8666667
## 751 -0.7857143
## 752 -0.7777778
## 753 -0.9411765
## 754 -0.2500000
## 755 -0.7692308
## 756 -0.9523810
## 757 -0.7500000
## 758 -0.8333333
## 759 -0.5555556
## 760 0.3333333
## 761 -0.5000000
## 762 -0.7500000
## 763 -0.6666667
## 764 -0.8529412
## 765 -0.9583333
## 766 -0.8888889
## 767 -0.8750000
## 768 -0.6666667
## 769 -0.8571429
## 770 0.0000000
## 771 -0.5000000
## 772 -0.7500000
## 773 0.0000000
## 774 -0.8695652
## 775 -0.6666667
## 776 -0.9000000
## 777 -0.7500000
## 778 -0.8333333
## 779 -0.8000000
## 780 0.0000000
## 781 -0.8750000
## 782 -0.8888889
## 783 0.0000000
## 784 -0.2500000
## 785 -0.7500000
## 786 1.0000000
## 787 -0.8333333
## 788 -0.6666667
## 789 0.0000000
## 790 -0.8333333
## 791 -0.7500000
## 792 -0.7500000
## 793 -0.9411765
## 794 -0.7857143
## 795 -0.8888889
## 796 -0.5000000
## 797 -0.9000000
## 798 -0.8571429
## 799 -0.8000000
## 800 -0.3333333
## 801 -0.8000000
## 802 -0.9230769
## 803 -0.6000000
## 804 -0.9230769
## 805 -0.9166667
## 806 -0.8750000
## 807 -0.8571429
## 808 -0.6666667
## 809 -0.6000000
## 810 -0.9333333
## 811 -0.2000000
## 812 -0.9500000
## 813 1.0000000
## 814 -0.8000000
## 815 -0.5000000
## 816 -0.5000000
## 817 -0.7647059
## 818 -0.4444444
## 819 -0.5000000
## 820 -0.9285714
## 821 -0.5000000
## 822 -0.5000000Visualizations
August week 1, 2020 before the aggregation
Converting integors to numeric for correlation analysis
Dropping Null values
## 'data.frame': 8856 obs. of 14 variables:
## $ Location : chr "T0003 Crystal" "T0003 Crystal" "T0003 Crystal" "T0003 Crystal" ...
## $ DPCI : chr "271-65-0134" "271-65-0136" "271-65-0137" "271-65-0138" ...
## $ Aug.Wk.1.2020: num 6 4 1 NA NA 5 NA 10 2 1 ...
## $ Aug.Wk.2.2020: num 2 3 6 NA NA 3 NA 3 4 1 ...
## $ Aug.Wk.3.2020: num NA NA NA NA NA 2 3 7 6 7 ...
## $ Aug.Wk.4.2020: num 1 NA NA NA NA 2 1 NA NA 1 ...
## $ Sep.Wk.1.2020: num 2 7 3 NA NA 5 2 13 4 3 ...
## $ Sep.Wk.2.2020: num 5 1 NA NA NA 1 2 5 2 NA ...
## $ Sep.Wk.3.2020: num 8 2 5 NA NA 1 1 5 2 2 ...
## $ Sep.Wk.4.2020: num NA 1 -1 NA NA 4 NA 6 7 2 ...
## $ Sep.Wk.5.2020: num 2 2 1 NA NA 5 3 5 9 1 ...
## $ Oct.Wk.1.2020: num 2 1 1 NA NA 1 3 13 2 5 ...
## $ Oct.Wk.2.2020: num 7 2 5 NA NA 3 3 5 4 2 ...
## $ Oct.Wk.3.2020: num 1 1 NA NA NA NA NA NA NA 1 ...## [1] 822 14Removing all non-numeric values [R requires this condition for correlation matrix]
df2 = subset(df2, select = -c(Location, DPCI))
##Correlation of the clients data
res <- cor(df2)
round(res, 2)## Aug.Wk.1.2020 Aug.Wk.2.2020 Aug.Wk.3.2020 Aug.Wk.4.2020
## Aug.Wk.1.2020 1.00 0.74 0.70 0.66
## Aug.Wk.2.2020 0.74 1.00 0.73 0.64
## Aug.Wk.3.2020 0.70 0.73 1.00 0.71
## Aug.Wk.4.2020 0.66 0.64 0.71 1.00
## Sep.Wk.1.2020 0.63 0.65 0.67 0.69
## Sep.Wk.2.2020 0.64 0.64 0.65 0.65
## Sep.Wk.3.2020 0.65 0.63 0.61 0.62
## Sep.Wk.4.2020 0.60 0.58 0.57 0.61
## Sep.Wk.5.2020 0.58 0.61 0.61 0.60
## Oct.Wk.1.2020 0.53 0.54 0.55 0.59
## Oct.Wk.2.2020 0.56 0.54 0.55 0.57
## Oct.Wk.3.2020 0.19 0.20 0.23 0.20
## Sep.Wk.1.2020 Sep.Wk.2.2020 Sep.Wk.3.2020 Sep.Wk.4.2020
## Aug.Wk.1.2020 0.63 0.64 0.65 0.60
## Aug.Wk.2.2020 0.65 0.64 0.63 0.58
## Aug.Wk.3.2020 0.67 0.65 0.61 0.57
## Aug.Wk.4.2020 0.69 0.65 0.62 0.61
## Sep.Wk.1.2020 1.00 0.64 0.61 0.61
## Sep.Wk.2.2020 0.64 1.00 0.75 0.65
## Sep.Wk.3.2020 0.61 0.75 1.00 0.69
## Sep.Wk.4.2020 0.61 0.65 0.69 1.00
## Sep.Wk.5.2020 0.62 0.63 0.66 0.63
## Oct.Wk.1.2020 0.56 0.56 0.59 0.60
## Oct.Wk.2.2020 0.56 0.56 0.57 0.59
## Oct.Wk.3.2020 0.17 0.17 0.21 0.17
## Sep.Wk.5.2020 Oct.Wk.1.2020 Oct.Wk.2.2020 Oct.Wk.3.2020
## Aug.Wk.1.2020 0.58 0.53 0.56 0.19
## Aug.Wk.2.2020 0.61 0.54 0.54 0.20
## Aug.Wk.3.2020 0.61 0.55 0.55 0.23
## Aug.Wk.4.2020 0.60 0.59 0.57 0.20
## Sep.Wk.1.2020 0.62 0.56 0.56 0.17
## Sep.Wk.2.2020 0.63 0.56 0.56 0.17
## Sep.Wk.3.2020 0.66 0.59 0.57 0.21
## Sep.Wk.4.2020 0.63 0.60 0.59 0.17
## Sep.Wk.5.2020 1.00 0.64 0.64 0.24
## Oct.Wk.1.2020 0.64 1.00 0.62 0.25
## Oct.Wk.2.2020 0.64 0.62 1.00 0.20
## Oct.Wk.3.2020 0.24 0.25 0.20 1.00
Removing all non-numeric values [R requires this condition for correlation matrix]
## 'data.frame': 822 obs. of 9 variables:
## $ Aug1: num NA -0.0625 0.2308 -0.9565 0.2 ...
## $ Aug2: num NA -0.273 -0.2 -0.875 13 ...
## $ Aug3: num NA -0.611 -0.125 -0.917 1.75 ...
## $ Sep1: num NA -0.524 -0.833 -0.786 7 ...
## $ Sep2: num NA -0.0667 -0.1 0 3.3333 ...
## $ Sep3: num NA -0.652 -0.214 -0.333 1 ...
## $ Sep4: num NA -0.353 1.25 -0.909 1 ...
## $ Oct1: num NA -0.182 5.333 -0.864 4 ...
## $ Oct2: num NA -0.944 -0.778 -0.947 -0.667 ...Correlation of the w/w aggregated data
## Aug1 Aug2 Aug3 Sep1 Sep2 Sep3 Sep4 Oct1
## Aug1 1.0000000 0.4138605 0.3840864 0.3453264 NaN 0.3815652 0.4423582 NaN
## Aug2 0.4138605 1.0000000 0.4071031 0.4148725 NaN 0.3654528 0.3413817 NaN
## Aug3 0.3840864 0.4071031 1.0000000 0.3366932 NaN 0.3889802 0.3643793 NaN
## Sep1 0.3453264 0.4148725 0.3366932 1.0000000 NaN 0.4126537 0.3871041 NaN
## Sep2 NaN NaN NaN NaN NaN NaN NaN NaN
## Sep3 0.3815652 0.3654528 0.3889802 0.4126537 NaN 1.0000000 0.3597974 NaN
## Sep4 0.4423582 0.3413817 0.3643793 0.3871041 NaN 0.3597974 1.0000000 NaN
## Oct1 NaN NaN NaN NaN NaN NaN NaN NaN
## Oct2 0.2755099 0.2018334 0.2233315 0.1397995 NaN 0.1917367 0.2467365 NaN
## Oct2
## Aug1 0.2755099
## Aug2 0.2018334
## Aug3 0.2233315
## Sep1 0.1397995
## Sep2 NaN
## Sep3 0.1917367
## Sep4 0.2467365
## Oct1 NaN
## Oct2 1.0000000Correlation of the merged datasets clients vs w/w changes.
## Aug1 Aug2 Aug3 Sep1 Sep2
## Aug1 1.000000e+00 4.138605e-01 3.840864e-01 3.453264e-01 NaN
## Aug2 4.138605e-01 1.000000e+00 4.071031e-01 4.148725e-01 NaN
## Aug3 3.840864e-01 4.071031e-01 1.000000e+00 3.366932e-01 NaN
## Sep1 3.453264e-01 4.148725e-01 3.366932e-01 1.000000e+00 NaN
## Sep2 NaN NaN NaN NaN NaN
## Sep3 3.815652e-01 3.654528e-01 3.889802e-01 4.126537e-01 NaN
## Sep4 4.423582e-01 3.413817e-01 3.643793e-01 3.871041e-01 NaN
## Oct1 NaN NaN NaN NaN NaN
## Oct2 2.755099e-01 2.018334e-01 2.233315e-01 1.397995e-01 NaN
## Aug.Wk.1.2020 5.095239e-22 1.706458e-22 1.673201e-21 1.985151e-21 NaN
## Aug.Wk.2.2020 -1.236731e-22 -8.698346e-22 2.676971e-21 -5.680317e-22 NaN
## Aug.Wk.3.2020 1.041927e-21 2.011335e-22 -7.483905e-23 -2.831816e-21 NaN
## Aug.Wk.4.2020 2.297368e-23 -1.459159e-22 7.741573e-22 5.466168e-22 NaN
## Sep.Wk.1.2020 1.494942e-21 3.324490e-22 -3.834783e-21 3.772150e-22 NaN
## Sep.Wk.2.2020 -2.297678e-22 -2.649484e-22 6.733395e-22 2.405071e-21 NaN
## Sep.Wk.3.2020 5.850493e-22 7.834443e-22 -8.600964e-22 -1.018895e-21 NaN
## Sep.Wk.4.2020 5.520448e-23 -1.178927e-22 -4.344192e-21 2.570992e-21 NaN
## Sep.Wk.5.2020 -7.581973e-22 -4.654836e-22 -1.099929e-21 3.971129e-21 NaN
## Oct.Wk.1.2020 -2.569566e-22 1.396313e-21 5.359786e-21 8.491061e-21 NaN
## Oct.Wk.2.2020 -3.282029e-22 4.558875e-22 2.781790e-22 -6.329327e-21 NaN
## Oct.Wk.3.2020 -2.927171e-21 1.733393e-21 -1.827770e-20 1.978361e-21 NaN
## Sep3 Sep4 Oct1 Oct2 Aug.Wk.1.2020
## Aug1 3.815652e-01 4.423582e-01 NaN 2.755099e-01 5.095239e-22
## Aug2 3.654528e-01 3.413817e-01 NaN 2.018334e-01 1.706458e-22
## Aug3 3.889802e-01 3.643793e-01 NaN 2.233315e-01 1.673201e-21
## Sep1 4.126537e-01 3.871041e-01 NaN 1.397995e-01 1.985151e-21
## Sep2 NaN NaN NaN NaN NaN
## Sep3 1.000000e+00 3.597974e-01 NaN 1.917367e-01 -4.487654e-22
## Sep4 3.597974e-01 1.000000e+00 NaN 2.467365e-01 -2.224743e-21
## Oct1 NaN NaN NaN NaN NaN
## Oct2 1.917367e-01 2.467365e-01 NaN 1.000000e+00 -5.095004e-22
## Aug.Wk.1.2020 -4.487654e-22 -2.224743e-21 NaN -5.095004e-22 1.000000e+00
## Aug.Wk.2.2020 -1.046830e-21 1.752606e-21 NaN 5.733518e-22 7.371716e-01
## Aug.Wk.3.2020 1.847496e-21 -2.248170e-22 NaN 2.886192e-21 7.009270e-01
## Aug.Wk.4.2020 2.099432e-21 2.731942e-22 NaN 1.742085e-21 6.604003e-01
## Sep.Wk.1.2020 -2.344266e-21 -6.658653e-22 NaN -1.156984e-21 6.341429e-01
## Sep.Wk.2.2020 5.129319e-22 -3.497499e-21 NaN -2.936173e-22 6.406724e-01
## Sep.Wk.3.2020 9.407943e-22 -7.127864e-23 NaN 6.514683e-22 6.483718e-01
## Sep.Wk.4.2020 2.419532e-22 -1.070424e-21 NaN -2.809411e-21 6.022664e-01
## Sep.Wk.5.2020 1.243722e-21 -6.365976e-21 NaN -2.392190e-21 5.792334e-01
## Oct.Wk.1.2020 -2.844824e-21 4.423397e-21 NaN 3.898000e-22 5.339467e-01
## Oct.Wk.2.2020 -1.685527e-21 1.311608e-21 NaN 2.061008e-21 5.601582e-01
## Oct.Wk.3.2020 7.121002e-21 -5.329786e-21 NaN 1.191773e-21 1.943459e-01
## Aug.Wk.2.2020 Aug.Wk.3.2020 Aug.Wk.4.2020 Sep.Wk.1.2020
## Aug1 -1.236731e-22 1.041927e-21 2.297368e-23 1.494942e-21
## Aug2 -8.698346e-22 2.011335e-22 -1.459159e-22 3.324490e-22
## Aug3 2.676971e-21 -7.483905e-23 7.741573e-22 -3.834783e-21
## Sep1 -5.680317e-22 -2.831816e-21 5.466168e-22 3.772150e-22
## Sep2 NaN NaN NaN NaN
## Sep3 -1.046830e-21 1.847496e-21 2.099432e-21 -2.344266e-21
## Sep4 1.752606e-21 -2.248170e-22 2.731942e-22 -6.658653e-22
## Oct1 NaN NaN NaN NaN
## Oct2 5.733518e-22 2.886192e-21 1.742085e-21 -1.156984e-21
## Aug.Wk.1.2020 7.371716e-01 7.009270e-01 6.604003e-01 6.341429e-01
## Aug.Wk.2.2020 1.000000e+00 7.321514e-01 6.440380e-01 6.452313e-01
## Aug.Wk.3.2020 7.321514e-01 1.000000e+00 7.125031e-01 6.654567e-01
## Aug.Wk.4.2020 6.440380e-01 7.125031e-01 1.000000e+00 6.918636e-01
## Sep.Wk.1.2020 6.452313e-01 6.654567e-01 6.918636e-01 1.000000e+00
## Sep.Wk.2.2020 6.448010e-01 6.455542e-01 6.453597e-01 6.404564e-01
## Sep.Wk.3.2020 6.268983e-01 6.114068e-01 6.217666e-01 6.131175e-01
## Sep.Wk.4.2020 5.774110e-01 5.690237e-01 6.085824e-01 6.103193e-01
## Sep.Wk.5.2020 6.146457e-01 6.128835e-01 5.996280e-01 6.157915e-01
## Oct.Wk.1.2020 5.427793e-01 5.470973e-01 5.937161e-01 5.637956e-01
## Oct.Wk.2.2020 5.384237e-01 5.450722e-01 5.714874e-01 5.631230e-01
## Oct.Wk.3.2020 1.951068e-01 2.317073e-01 1.950795e-01 1.737223e-01
## Sep.Wk.2.2020 Sep.Wk.3.2020 Sep.Wk.4.2020 Sep.Wk.5.2020
## Aug1 -2.297678e-22 5.850493e-22 5.520448e-23 -7.581973e-22
## Aug2 -2.649484e-22 7.834443e-22 -1.178927e-22 -4.654836e-22
## Aug3 6.733395e-22 -8.600964e-22 -4.344192e-21 -1.099929e-21
## Sep1 2.405071e-21 -1.018895e-21 2.570992e-21 3.971129e-21
## Sep2 NaN NaN NaN NaN
## Sep3 5.129319e-22 9.407943e-22 2.419532e-22 1.243722e-21
## Sep4 -3.497499e-21 -7.127864e-23 -1.070424e-21 -6.365976e-21
## Oct1 NaN NaN NaN NaN
## Oct2 -2.936173e-22 6.514683e-22 -2.809411e-21 -2.392190e-21
## Aug.Wk.1.2020 6.406724e-01 6.483718e-01 6.022664e-01 5.792334e-01
## Aug.Wk.2.2020 6.448010e-01 6.268983e-01 5.774110e-01 6.146457e-01
## Aug.Wk.3.2020 6.455542e-01 6.114068e-01 5.690237e-01 6.128835e-01
## Aug.Wk.4.2020 6.453597e-01 6.217666e-01 6.085824e-01 5.996280e-01
## Sep.Wk.1.2020 6.404564e-01 6.131175e-01 6.103193e-01 6.157915e-01
## Sep.Wk.2.2020 1.000000e+00 7.511099e-01 6.536573e-01 6.281459e-01
## Sep.Wk.3.2020 7.511099e-01 1.000000e+00 6.868933e-01 6.591036e-01
## Sep.Wk.4.2020 6.536573e-01 6.868933e-01 1.000000e+00 6.308494e-01
## Sep.Wk.5.2020 6.281459e-01 6.591036e-01 6.308494e-01 1.000000e+00
## Oct.Wk.1.2020 5.554763e-01 5.852309e-01 6.042592e-01 6.380906e-01
## Oct.Wk.2.2020 5.562005e-01 5.704101e-01 5.882411e-01 6.361810e-01
## Oct.Wk.3.2020 1.686930e-01 2.057293e-01 1.744844e-01 2.405766e-01
## Oct.Wk.1.2020 Oct.Wk.2.2020 Oct.Wk.3.2020
## Aug1 -2.569566e-22 -3.282029e-22 -2.927171e-21
## Aug2 1.396313e-21 4.558875e-22 1.733393e-21
## Aug3 5.359786e-21 2.781790e-22 -1.827770e-20
## Sep1 8.491061e-21 -6.329327e-21 1.978361e-21
## Sep2 NaN NaN NaN
## Sep3 -2.844824e-21 -1.685527e-21 7.121002e-21
## Sep4 4.423397e-21 1.311608e-21 -5.329786e-21
## Oct1 NaN NaN NaN
## Oct2 3.898000e-22 2.061008e-21 1.191773e-21
## Aug.Wk.1.2020 5.339467e-01 5.601582e-01 1.943459e-01
## Aug.Wk.2.2020 5.427793e-01 5.384237e-01 1.951068e-01
## Aug.Wk.3.2020 5.470973e-01 5.450722e-01 2.317073e-01
## Aug.Wk.4.2020 5.937161e-01 5.714874e-01 1.950795e-01
## Sep.Wk.1.2020 5.637956e-01 5.631230e-01 1.737223e-01
## Sep.Wk.2.2020 5.554763e-01 5.562005e-01 1.686930e-01
## Sep.Wk.3.2020 5.852309e-01 5.704101e-01 2.057293e-01
## Sep.Wk.4.2020 6.042592e-01 5.882411e-01 1.744844e-01
## Sep.Wk.5.2020 6.380906e-01 6.361810e-01 2.405766e-01
## Oct.Wk.1.2020 1.000000e+00 6.199171e-01 2.471903e-01
## Oct.Wk.2.2020 6.199171e-01 1.000000e+00 2.041857e-01
## Oct.Wk.3.2020 2.471903e-01 2.041857e-01 1.000000e+00