# Data: Dog Bite Reports in Dallas, Tx from 2019-2024
library(readxl)
library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.2.0 ✔ readr 2.1.6
## ✔ forcats 1.0.1 ✔ stringr 1.6.0
## ✔ ggplot2 4.0.2 ✔ tibble 3.3.1
## ✔ lubridate 1.9.5 ✔ tidyr 1.3.2
## ✔ purrr 1.2.1
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(ggplot2)
#set working directory
setwd("C:/Users/Az/Downloads/My Class Stuff/Monday Class")
Dogs_Data <- read_csv("Dog_Bite_Data_20260204.csv")
## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
## dat <- vroom(...)
## problems(dat)
## Rows: 76472 Columns: 12
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (10): Bite Number, Bite Type, Incident Date, Victim Relationship, Bite L...
## dbl (2): Victim Age, Treatment Cost
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
# Summary of Dog Data
# Most of my data is not numeric
summary(Dogs_Data)
## Bite Number Bite Type Incident Date Victim Age
## Length:76472 Length:76472 Length:76472 Min. : 0.00
## Class :character Class :character Class :character 1st Qu.: 14.00
## Mode :character Mode :character Mode :character Median : 28.00
## Mean : 31.55
## 3rd Qu.: 46.00
## Max. :768.00
## NA's :25690
## Victim Relationship Bite Location Bite Severity Bite Circumstance
## Length:76472 Length:76472 Length:76472 Length:76472
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
## Controlled By Treatment Cost Date Reported Incident Location
## Length:76472 Min. : 0.0000 Length:76472 Length:76472
## Class :character 1st Qu.: 0.0000 Class :character Class :character
## Mode :character Median : 0.0000 Mode :character Mode :character
## Mean : 0.0519
## 3rd Qu.: 0.0000
## Max. :225.0000
## NA's :20136
table(Dogs_Data$`Victim Age`)
##
## 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
## 105 646 877 965 861 1019 1001 881 1232 1080 1129 941 966 739 837 706
## 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31
## 690 729 636 579 615 881 942 1015 956 1178 1365 1047 1031 939 990 962
## 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47
## 880 774 708 739 725 656 674 653 555 606 614 633 527 500 477 574
## 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63
## 477 497 506 497 560 525 378 426 460 484 536 406 669 352 370 387
## 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79
## 385 509 247 363 314 291 274 243 160 171 285 182 87 112 104 131
## 80 81 82 83 84 85 86 87 88 89 90 91 92 93 95 97
## 120 36 81 42 38 25 47 26 21 14 25 16 18 3 2 6
## 101 117 223 355 571 768
## 14 3 10 3 7 2
table(Dogs_Data$`Bite Severity`)
##
## BODILY INJ EXPOSURE LACERATION LEVEL 1 LEVEL 2 LEVEL 3 LEVEL 4
## 4829 650 6831 346 1176 1046 275
## LEVEL 5 LEVEL 6 MINOR NO SKIN OK PUNCTURE SCRA TOOTH
## 146 118 6 801 1 33831 12017
## SCRAT NAIL SCRATCH SHIP TEST SMALL UNK UNKNOWN
## 2537 23 60 2 8 1928
table(Dogs_Data$`Victim Age`, Dogs_Data$`Bite Severity`)
##
## BODILY INJ EXPOSURE LACERATION LEVEL 1 LEVEL 2 LEVEL 3 LEVEL 4 LEVEL 5
## 0 10 0 1 0 0 0 0 6
## 1 54 6 107 8 25 6 4 0
## 2 103 14 116 9 4 8 3 0
## 3 118 5 92 10 6 9 10 14
## 4 106 0 127 1 9 12 0 0
## 5 123 0 92 6 19 22 0 0
## 6 116 9 98 0 0 13 7 0
## 7 124 0 150 2 5 10 1 0
## 8 123 2 216 2 15 24 0 0
## 9 185 0 135 2 13 24 2 15
## 10 141 0 164 3 0 4 0 4
## 11 72 0 136 0 16 9 5 0
## 12 84 0 98 5 7 6 6 0
## 13 47 6 112 6 11 4 13 3
## 14 46 2 102 0 10 24 0 2
## 15 30 0 63 0 12 15 0 0
## 16 23 0 80 0 13 7 0 0
## 17 26 0 63 8 13 12 7 0
## 18 50 0 36 3 10 0 0 0
## 19 11 0 26 6 9 8 0 0
## 20 58 0 74 7 13 4 0 0
## 21 49 9 110 0 16 1 0 0
## 22 60 0 93 0 16 9 2 4
## 23 42 3 88 4 16 22 0 0
## 24 52 0 89 7 16 28 0 0
## 25 50 14 121 7 28 10 11 0
## 26 82 0 81 4 17 4 4 5
## 27 69 10 92 0 26 22 15 0
## 28 57 14 105 0 5 28 0 0
## 29 41 0 84 6 31 21 0 0
## 30 70 8 80 2 13 5 0 0
## 31 21 21 147 1 4 22 4 5
## 32 51 16 76 3 7 22 0 3
## 33 35 2 74 8 26 5 4 0
## 34 47 10 73 10 18 2 3 0
## 35 45 3 43 3 6 6 5 0
## 36 39 12 57 11 13 6 12 0
## 37 50 4 69 11 11 11 6 0
## 38 60 12 54 0 6 3 5 0
## 39 40 10 71 3 9 0 0 0
## 40 54 7 62 0 11 9 9 0
## 41 38 7 61 0 19 12 0 0
## 42 34 8 105 0 8 12 0 0
## 43 41 5 95 0 4 21 13 0
## 44 20 7 94 1 10 12 0 0
## 45 73 11 79 0 0 6 0 0
## 46 46 18 31 0 3 0 0 0
## 47 56 16 57 5 19 9 0 0
## 48 49 1 64 0 13 9 0 3
## 49 46 13 96 0 0 2 0 0
## 50 63 10 40 1 0 1 0 5
## 51 15 4 48 0 0 1 6 0
## 52 47 0 66 2 8 9 20 0
## 53 58 14 67 0 11 16 4 5
## 54 16 0 84 2 4 5 0 0
## 55 33 6 51 5 3 0 3 0
## 56 29 0 21 2 4 15 0 6
## 57 26 2 50 0 6 12 1 0
## 58 48 4 34 0 0 8 12 0
## 59 9 0 56 0 17 0 0 0
## 60 103 1 92 0 22 3 0 2
## 61 42 0 43 0 39 5 0 0
## 62 49 0 23 7 6 5 3 0
## 63 65 6 27 4 0 18 0 0
## 64 38 4 46 0 5 18 0 0
## 65 55 0 40 5 6 8 0 0
## 66 8 9 22 0 0 2 3 0
## 67 28 5 33 0 7 22 0 3
## 68 32 7 38 0 6 3 0 6
## 69 18 0 39 1 14 0 0 0
## 70 10 0 50 0 0 0 0 0
## 71 35 0 13 0 6 5 10 4
## 72 9 13 6 0 0 8 0 0
## 73 12 6 11 0 0 4 1 3
## 74 25 0 28 1 4 0 0 5
## 75 24 0 30 0 16 0 0 0
## 76 7 0 16 0 2 1 3 0
## 77 9 0 15 0 10 0 0 0
## 78 33 0 16 0 0 0 0 0
## 79 13 0 14 0 0 0 0 0
## 80 4 0 18 0 0 0 0 0
## 81 0 0 5 0 0 3 0 0
## 82 19 11 5 0 0 0 0 0
## 83 0 0 0 2 0 0 0 0
## 84 0 0 16 0 0 4 0 0
## 85 0 0 0 0 0 3 0 0
## 86 0 0 9 0 0 0 0 0
## 87 0 0 0 0 0 0 0 0
## 88 0 0 4 0 0 0 0 0
## 89 0 0 6 0 0 0 0 0
## 90 20 0 1 0 0 0 0 0
## 91 0 0 0 0 0 3 0 0
## 92 0 0 0 0 0 0 0 0
## 93 0 0 0 0 0 0 0 0
## 95 0 0 0 0 0 0 0 0
## 97 0 0 0 0 0 0 0 0
## 101 0 0 0 0 0 0 0 0
## 117 0 0 0 0 0 0 0 0
## 223 0 0 0 0 0 0 0 0
## 355 0 0 0 0 0 0 0 0
## 571 0 0 0 0 0 0 0 0
## 768 0 0 0 0 0 0 0 0
##
## LEVEL 6 MINOR NO SKIN OK PUNCTURE SCRA TOOTH SCRAT NAIL SCRATCH
## 0 0 0 5 0 37 11 8 0
## 1 0 0 4 0 217 151 29 0
## 2 5 0 14 0 305 173 71 0
## 3 12 0 19 0 386 152 92 0
## 4 11 0 16 0 322 142 52 0
## 5 0 0 20 0 416 221 53 0
## 6 6 0 5 0 457 196 47 0
## 7 0 0 22 0 334 133 46 0
## 8 0 0 10 0 561 178 58 0
## 9 4 0 22 0 388 198 25 0
## 10 7 0 5 0 456 202 49 0
## 11 0 0 11 0 445 139 40 0
## 12 0 0 8 0 505 164 23 0
## 13 0 0 13 0 364 106 23 0
## 14 0 0 11 0 405 152 13 0
## 15 0 0 10 0 371 170 15 0
## 16 0 0 8 0 352 139 31 0
## 17 7 0 9 0 399 129 32 1
## 18 0 0 11 0 335 137 25 2
## 19 0 0 5 0 387 75 23 0
## 20 0 0 0 0 324 117 10 0
## 21 0 0 6 1 459 174 31 0
## 22 5 0 4 0 540 159 24 0
## 23 0 0 6 0 597 139 51 0
## 24 0 0 2 0 546 168 24 0
## 25 0 0 13 0 592 227 31 0
## 26 2 0 16 0 811 270 43 0
## 27 0 0 12 0 495 221 54 11
## 28 0 0 3 0 578 173 30 7
## 29 0 0 9 0 537 185 16 0
## 30 0 0 7 0 551 204 22 0
## 31 0 0 14 0 456 183 40 0
## 32 0 0 20 0 443 179 19 0
## 33 0 0 6 0 408 157 36 0
## 34 0 0 5 0 348 141 35 0
## 35 7 0 9 0 436 144 13 0
## 36 0 0 15 0 399 125 8 0
## 37 0 0 7 0 355 109 13 0
## 38 0 0 9 0 378 110 6 0
## 39 9 0 8 0 296 178 22 0
## 40 0 0 1 0 281 80 7 2
## 41 0 0 13 0 350 82 6 0
## 42 0 0 7 0 305 107 21 0
## 43 0 0 6 0 330 87 11 0
## 44 0 0 5 0 281 57 31 0
## 45 0 0 3 0 256 49 0 0
## 46 0 0 4 0 264 103 6 0
## 47 0 0 19 0 261 96 25 0
## 48 0 0 3 0 218 104 2 0
## 49 0 0 4 0 230 77 5 0
## 50 0 6 0 0 252 91 8 0
## 51 6 0 4 0 225 153 16 0
## 52 6 0 3 0 273 88 15 0
## 53 0 0 2 0 269 49 8 0
## 54 0 0 7 0 191 62 4 0
## 55 0 0 5 0 251 49 6 0
## 56 0 0 0 0 277 71 17 0
## 57 0 0 9 0 276 70 16 0
## 58 0 0 5 0 283 96 13 0
## 59 0 0 3 0 228 51 23 0
## 60 0 0 8 0 343 62 13 0
## 61 0 0 1 0 181 27 11 0
## 62 3 0 4 0 214 28 20 0
## 63 0 0 0 0 151 82 16 0
## 64 0 0 6 0 210 38 12 0
## 65 0 0 3 0 278 90 11 0
## 66 1 0 0 0 153 34 11 0
## 67 0 0 0 0 198 37 23 0
## 68 0 0 1 0 140 71 1 0
## 69 0 0 2 0 149 44 6 0
## 70 0 0 0 0 129 38 42 0
## 71 2 0 0 0 116 29 12 0
## 72 0 0 0 0 67 41 7 0
## 73 0 0 0 0 100 23 3 0
## 74 0 0 0 0 145 39 7 0
## 75 0 0 6 0 75 18 0 0
## 76 0 0 0 0 37 17 3 0
## 77 0 0 0 0 49 9 18 0
## 78 0 0 0 0 47 8 0 0
## 79 0 0 4 0 71 29 0 0
## 80 0 0 0 0 59 27 7 0
## 81 0 0 0 0 17 11 0 0
## 82 0 0 0 0 18 21 0 0
## 83 0 0 0 0 9 29 2 0
## 84 0 0 1 0 2 4 2 0
## 85 0 0 0 0 17 5 0 0
## 86 0 0 4 0 21 1 0 0
## 87 0 0 0 0 12 14 0 0
## 88 0 0 0 0 17 0 0 0
## 89 0 0 0 0 8 0 0 0
## 90 0 0 0 0 0 0 4 0
## 91 0 0 0 0 13 0 0 0
## 92 0 0 0 0 18 0 0 0
## 93 0 0 0 0 3 0 0 0
## 95 0 0 0 0 2 0 0 0
## 97 0 0 0 0 6 0 0 0
## 101 0 0 0 0 11 3 0 0
## 117 0 0 0 0 0 0 0 0
## 223 0 0 0 0 10 0 0 0
## 355 0 0 0 0 0 3 0 0
## 571 0 0 0 0 7 0 0 0
## 768 0 0 0 0 0 2 0 0
##
## SHIP TEST SMALL UNK UNKNOWN
## 0 0 0 3 4
## 1 9 0 0 5
## 2 0 0 0 3
## 3 0 0 0 10
## 4 0 0 0 20
## 5 0 0 0 16
## 6 0 0 0 20
## 7 0 0 0 16
## 8 0 0 0 11
## 9 0 0 0 19
## 10 0 0 0 58
## 11 0 0 0 6
## 12 0 0 0 24
## 13 0 0 0 9
## 14 0 0 0 15
## 15 0 0 0 0
## 16 0 0 0 15
## 17 0 0 0 9
## 18 0 0 0 7
## 19 0 0 0 16
## 20 0 0 0 1
## 21 0 0 0 8
## 22 0 0 0 6
## 23 0 0 0 7
## 24 0 0 0 4
## 25 5 0 0 32
## 26 0 0 0 2
## 27 0 0 0 0
## 28 0 0 0 8
## 29 0 0 0 8
## 30 12 0 0 2
## 31 0 0 1 8
## 32 5 0 0 2
## 33 0 0 0 3
## 34 0 0 0 6
## 35 0 0 0 3
## 36 0 0 0 17
## 37 0 0 0 7
## 38 0 0 0 2
## 39 0 0 0 0
## 40 0 0 0 14
## 41 0 0 0 4
## 42 0 0 0 5
## 43 0 0 4 6
## 44 0 0 0 6
## 45 0 0 0 22
## 46 0 0 0 2
## 47 0 0 0 0
## 48 0 0 0 0
## 49 0 0 0 5
## 50 0 0 0 21
## 51 4 0 0 8
## 52 0 0 0 17
## 53 5 0 0 3
## 54 0 0 0 0
## 55 0 0 0 4
## 56 0 2 0 13
## 57 0 0 0 0
## 58 0 0 0 14
## 59 0 0 0 0
## 60 0 0 0 0
## 61 0 0 0 1
## 62 0 0 0 0
## 63 0 0 0 1
## 64 0 0 0 2
## 65 0 0 0 8
## 66 0 0 0 3
## 67 0 0 0 0
## 68 0 0 0 0
## 69 0 0 0 9
## 70 0 0 0 3
## 71 0 0 0 7
## 72 0 0 0 9
## 73 0 0 0 8
## 74 0 0 0 13
## 75 0 0 0 2
## 76 0 0 0 0
## 77 0 0 0 1
## 78 0 0 0 0
## 79 0 0 0 0
## 80 0 0 0 0
## 81 0 0 0 0
## 82 0 0 0 5
## 83 0 0 0 0
## 84 0 0 0 0
## 85 0 0 0 0
## 86 0 0 0 12
## 87 0 0 0 0
## 88 0 0 0 0
## 89 0 0 0 0
## 90 0 0 0 0
## 91 0 0 0 0
## 92 0 0 0 0
## 93 0 0 0 0
## 95 0 0 0 0
## 97 0 0 0 0
## 101 0 0 0 0
## 117 0 0 0 1
## 223 0 0 0 0
## 355 0 0 0 0
## 571 0 0 0 0
## 768 0 0 0 0
# Proportions per row
proportions(table(Dogs_Data$`Victim Age`, Dogs_Data$`Bite Severity`),
margin = 1)
##
## BODILY INJ EXPOSURE LACERATION LEVEL 1 LEVEL 2 LEVEL 3
## 0 0.117647059 0.000000000 0.011764706 0.000000000 0.000000000 0.000000000
## 1 0.086400000 0.009600000 0.171200000 0.012800000 0.040000000 0.009600000
## 2 0.124396135 0.016908213 0.140096618 0.010869565 0.004830918 0.009661836
## 3 0.126203209 0.005347594 0.098395722 0.010695187 0.006417112 0.009625668
## 4 0.129584352 0.000000000 0.155256724 0.001222494 0.011002445 0.014669927
## 5 0.124493927 0.000000000 0.093117409 0.006072874 0.019230769 0.022267206
## 6 0.119096509 0.009240246 0.100616016 0.000000000 0.000000000 0.013347023
## 7 0.147093713 0.000000000 0.177935943 0.002372479 0.005931198 0.011862396
## 8 0.102500000 0.001666667 0.180000000 0.001666667 0.012500000 0.020000000
## 9 0.179263566 0.000000000 0.130813953 0.001937984 0.012596899 0.023255814
## 10 0.129002745 0.000000000 0.150045746 0.002744739 0.000000000 0.003659652
## 11 0.081911263 0.000000000 0.154721274 0.000000000 0.018202503 0.010238908
## 12 0.090322581 0.000000000 0.105376344 0.005376344 0.007526882 0.006451613
## 13 0.065550907 0.008368201 0.156206416 0.008368201 0.015341702 0.005578801
## 14 0.058823529 0.002557545 0.130434783 0.000000000 0.012787724 0.030690537
## 15 0.043731778 0.000000000 0.091836735 0.000000000 0.017492711 0.021865889
## 16 0.034431138 0.000000000 0.119760479 0.000000000 0.019461078 0.010479042
## 17 0.036363636 0.000000000 0.088111888 0.011188811 0.018181818 0.016783217
## 18 0.081168831 0.000000000 0.058441558 0.004870130 0.016233766 0.000000000
## 19 0.019434629 0.000000000 0.045936396 0.010600707 0.015901060 0.014134276
## 20 0.095394737 0.000000000 0.121710526 0.011513158 0.021381579 0.006578947
## 21 0.056712963 0.010416667 0.127314815 0.000000000 0.018518519 0.001157407
## 22 0.065075922 0.000000000 0.100867679 0.000000000 0.017353579 0.009761388
## 23 0.043076923 0.003076923 0.090256410 0.004102564 0.016410256 0.022564103
## 24 0.055555556 0.000000000 0.095085470 0.007478632 0.017094017 0.029914530
## 25 0.043821209 0.012269939 0.106047327 0.006134969 0.024539877 0.008764242
## 26 0.061148397 0.000000000 0.060402685 0.002982849 0.012677107 0.002982849
## 27 0.067185979 0.009737098 0.089581305 0.000000000 0.025316456 0.021421616
## 28 0.056547619 0.013888889 0.104166667 0.000000000 0.004960317 0.027777778
## 29 0.043710021 0.000000000 0.089552239 0.006396588 0.033049041 0.022388060
## 30 0.071721311 0.008196721 0.081967213 0.002049180 0.013319672 0.005122951
## 31 0.022653722 0.022653722 0.158576052 0.001078749 0.004314995 0.023732470
## 32 0.060283688 0.018912530 0.089834515 0.003546099 0.008274232 0.026004728
## 33 0.045811518 0.002617801 0.096858639 0.010471204 0.034031414 0.006544503
## 34 0.067335244 0.014326648 0.104584527 0.014326648 0.025787966 0.002865330
## 35 0.062240664 0.004149378 0.059474412 0.004149378 0.008298755 0.008298755
## 36 0.054621849 0.016806723 0.079831933 0.015406162 0.018207283 0.008403361
## 37 0.076569678 0.006125574 0.105666156 0.016845329 0.016845329 0.016845329
## 38 0.093023256 0.018604651 0.083720930 0.000000000 0.009302326 0.004651163
## 39 0.061919505 0.015479876 0.109907121 0.004643963 0.013931889 0.000000000
## 40 0.100558659 0.013035382 0.115456238 0.000000000 0.020484171 0.016759777
## 41 0.064189189 0.011824324 0.103040541 0.000000000 0.032094595 0.020270270
## 42 0.055555556 0.013071895 0.171568627 0.000000000 0.013071895 0.019607843
## 43 0.065810594 0.008025682 0.152487961 0.000000000 0.006420546 0.033707865
## 44 0.038167939 0.013358779 0.179389313 0.001908397 0.019083969 0.022900763
## 45 0.146292585 0.022044088 0.158316633 0.000000000 0.000000000 0.012024048
## 46 0.096436059 0.037735849 0.064989518 0.000000000 0.006289308 0.000000000
## 47 0.099467140 0.028419183 0.101243339 0.008880995 0.033747780 0.015985790
## 48 0.105150215 0.002145923 0.137339056 0.000000000 0.027896996 0.019313305
## 49 0.096234310 0.027196653 0.200836820 0.000000000 0.000000000 0.004184100
## 50 0.126506024 0.020080321 0.080321285 0.002008032 0.000000000 0.002008032
## 51 0.030612245 0.008163265 0.097959184 0.000000000 0.000000000 0.002040816
## 52 0.084837545 0.000000000 0.119133574 0.003610108 0.014440433 0.016245487
## 53 0.113502935 0.027397260 0.131115460 0.000000000 0.021526419 0.031311155
## 54 0.042666667 0.000000000 0.224000000 0.005333333 0.010666667 0.013333333
## 55 0.079326923 0.014423077 0.122596154 0.012019231 0.007211538 0.000000000
## 56 0.063457330 0.000000000 0.045951860 0.004376368 0.008752735 0.032822757
## 57 0.055555556 0.004273504 0.106837607 0.000000000 0.012820513 0.025641026
## 58 0.092843327 0.007736944 0.065764023 0.000000000 0.000000000 0.015473888
## 59 0.023255814 0.000000000 0.144702842 0.000000000 0.043927649 0.000000000
## 60 0.158705701 0.001540832 0.141756549 0.000000000 0.033898305 0.004622496
## 61 0.120000000 0.000000000 0.122857143 0.000000000 0.111428571 0.014285714
## 62 0.135359116 0.000000000 0.063535912 0.019337017 0.016574586 0.013812155
## 63 0.175675676 0.016216216 0.072972973 0.010810811 0.000000000 0.048648649
## 64 0.100263852 0.010554090 0.121372032 0.000000000 0.013192612 0.047493404
## 65 0.109126984 0.000000000 0.079365079 0.009920635 0.011904762 0.015873016
## 66 0.032520325 0.036585366 0.089430894 0.000000000 0.000000000 0.008130081
## 67 0.078651685 0.014044944 0.092696629 0.000000000 0.019662921 0.061797753
## 68 0.104918033 0.022950820 0.124590164 0.000000000 0.019672131 0.009836066
## 69 0.063829787 0.000000000 0.138297872 0.003546099 0.049645390 0.000000000
## 70 0.036764706 0.000000000 0.183823529 0.000000000 0.000000000 0.000000000
## 71 0.146443515 0.000000000 0.054393305 0.000000000 0.025104603 0.020920502
## 72 0.056250000 0.081250000 0.037500000 0.000000000 0.000000000 0.050000000
## 73 0.070175439 0.035087719 0.064327485 0.000000000 0.000000000 0.023391813
## 74 0.093632959 0.000000000 0.104868914 0.003745318 0.014981273 0.000000000
## 75 0.140350877 0.000000000 0.175438596 0.000000000 0.093567251 0.000000000
## 76 0.081395349 0.000000000 0.186046512 0.000000000 0.023255814 0.011627907
## 77 0.081081081 0.000000000 0.135135135 0.000000000 0.090090090 0.000000000
## 78 0.317307692 0.000000000 0.153846154 0.000000000 0.000000000 0.000000000
## 79 0.099236641 0.000000000 0.106870229 0.000000000 0.000000000 0.000000000
## 80 0.034782609 0.000000000 0.156521739 0.000000000 0.000000000 0.000000000
## 81 0.000000000 0.000000000 0.138888889 0.000000000 0.000000000 0.083333333
## 82 0.240506329 0.139240506 0.063291139 0.000000000 0.000000000 0.000000000
## 83 0.000000000 0.000000000 0.000000000 0.047619048 0.000000000 0.000000000
## 84 0.000000000 0.000000000 0.551724138 0.000000000 0.000000000 0.137931034
## 85 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.120000000
## 86 0.000000000 0.000000000 0.191489362 0.000000000 0.000000000 0.000000000
## 87 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 88 0.000000000 0.000000000 0.190476190 0.000000000 0.000000000 0.000000000
## 89 0.000000000 0.000000000 0.428571429 0.000000000 0.000000000 0.000000000
## 90 0.800000000 0.000000000 0.040000000 0.000000000 0.000000000 0.000000000
## 91 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.187500000
## 92 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 93 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 95 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 97 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 101 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 117 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 223 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 355 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 571 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 768 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
##
## LEVEL 4 LEVEL 5 LEVEL 6 MINOR NO SKIN OK
## 0 0.000000000 0.070588235 0.000000000 0.000000000 0.058823529 0.000000000
## 1 0.006400000 0.000000000 0.000000000 0.000000000 0.006400000 0.000000000
## 2 0.003623188 0.000000000 0.006038647 0.000000000 0.016908213 0.000000000
## 3 0.010695187 0.014973262 0.012834225 0.000000000 0.020320856 0.000000000
## 4 0.000000000 0.000000000 0.013447433 0.000000000 0.019559902 0.000000000
## 5 0.000000000 0.000000000 0.000000000 0.000000000 0.020242915 0.000000000
## 6 0.007186858 0.000000000 0.006160164 0.000000000 0.005133470 0.000000000
## 7 0.001186240 0.000000000 0.000000000 0.000000000 0.026097272 0.000000000
## 8 0.000000000 0.000000000 0.000000000 0.000000000 0.008333333 0.000000000
## 9 0.001937984 0.014534884 0.003875969 0.000000000 0.021317829 0.000000000
## 10 0.000000000 0.003659652 0.006404392 0.000000000 0.004574565 0.000000000
## 11 0.005688282 0.000000000 0.000000000 0.000000000 0.012514221 0.000000000
## 12 0.006451613 0.000000000 0.000000000 0.000000000 0.008602151 0.000000000
## 13 0.018131102 0.004184100 0.000000000 0.000000000 0.018131102 0.000000000
## 14 0.000000000 0.002557545 0.000000000 0.000000000 0.014066496 0.000000000
## 15 0.000000000 0.000000000 0.000000000 0.000000000 0.014577259 0.000000000
## 16 0.000000000 0.000000000 0.000000000 0.000000000 0.011976048 0.000000000
## 17 0.009790210 0.000000000 0.009790210 0.000000000 0.012587413 0.000000000
## 18 0.000000000 0.000000000 0.000000000 0.000000000 0.017857143 0.000000000
## 19 0.000000000 0.000000000 0.000000000 0.000000000 0.008833922 0.000000000
## 20 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 21 0.000000000 0.000000000 0.000000000 0.000000000 0.006944444 0.001157407
## 22 0.002169197 0.004338395 0.005422993 0.000000000 0.004338395 0.000000000
## 23 0.000000000 0.000000000 0.000000000 0.000000000 0.006153846 0.000000000
## 24 0.000000000 0.000000000 0.000000000 0.000000000 0.002136752 0.000000000
## 25 0.009640666 0.000000000 0.000000000 0.000000000 0.011393514 0.000000000
## 26 0.002982849 0.003728561 0.001491424 0.000000000 0.011931394 0.000000000
## 27 0.014605648 0.000000000 0.000000000 0.000000000 0.011684518 0.000000000
## 28 0.000000000 0.000000000 0.000000000 0.000000000 0.002976190 0.000000000
## 29 0.000000000 0.000000000 0.000000000 0.000000000 0.009594883 0.000000000
## 30 0.000000000 0.000000000 0.000000000 0.000000000 0.007172131 0.000000000
## 31 0.004314995 0.005393743 0.000000000 0.000000000 0.015102481 0.000000000
## 32 0.000000000 0.003546099 0.000000000 0.000000000 0.023640662 0.000000000
## 33 0.005235602 0.000000000 0.000000000 0.000000000 0.007853403 0.000000000
## 34 0.004297994 0.000000000 0.000000000 0.000000000 0.007163324 0.000000000
## 35 0.006915629 0.000000000 0.009681881 0.000000000 0.012448133 0.000000000
## 36 0.016806723 0.000000000 0.000000000 0.000000000 0.021008403 0.000000000
## 37 0.009188361 0.000000000 0.000000000 0.000000000 0.010719755 0.000000000
## 38 0.007751938 0.000000000 0.000000000 0.000000000 0.013953488 0.000000000
## 39 0.000000000 0.000000000 0.013931889 0.000000000 0.012383901 0.000000000
## 40 0.016759777 0.000000000 0.000000000 0.000000000 0.001862197 0.000000000
## 41 0.000000000 0.000000000 0.000000000 0.000000000 0.021959459 0.000000000
## 42 0.000000000 0.000000000 0.000000000 0.000000000 0.011437908 0.000000000
## 43 0.020866774 0.000000000 0.000000000 0.000000000 0.009630819 0.000000000
## 44 0.000000000 0.000000000 0.000000000 0.000000000 0.009541985 0.000000000
## 45 0.000000000 0.000000000 0.000000000 0.000000000 0.006012024 0.000000000
## 46 0.000000000 0.000000000 0.000000000 0.000000000 0.008385744 0.000000000
## 47 0.000000000 0.000000000 0.000000000 0.000000000 0.033747780 0.000000000
## 48 0.000000000 0.006437768 0.000000000 0.000000000 0.006437768 0.000000000
## 49 0.000000000 0.000000000 0.000000000 0.000000000 0.008368201 0.000000000
## 50 0.000000000 0.010040161 0.000000000 0.012048193 0.000000000 0.000000000
## 51 0.012244898 0.000000000 0.012244898 0.000000000 0.008163265 0.000000000
## 52 0.036101083 0.000000000 0.010830325 0.000000000 0.005415162 0.000000000
## 53 0.007827789 0.009784736 0.000000000 0.000000000 0.003913894 0.000000000
## 54 0.000000000 0.000000000 0.000000000 0.000000000 0.018666667 0.000000000
## 55 0.007211538 0.000000000 0.000000000 0.000000000 0.012019231 0.000000000
## 56 0.000000000 0.013129103 0.000000000 0.000000000 0.000000000 0.000000000
## 57 0.002136752 0.000000000 0.000000000 0.000000000 0.019230769 0.000000000
## 58 0.023210832 0.000000000 0.000000000 0.000000000 0.009671180 0.000000000
## 59 0.000000000 0.000000000 0.000000000 0.000000000 0.007751938 0.000000000
## 60 0.000000000 0.003081664 0.000000000 0.000000000 0.012326656 0.000000000
## 61 0.000000000 0.000000000 0.000000000 0.000000000 0.002857143 0.000000000
## 62 0.008287293 0.000000000 0.008287293 0.000000000 0.011049724 0.000000000
## 63 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 64 0.000000000 0.000000000 0.000000000 0.000000000 0.015831135 0.000000000
## 65 0.000000000 0.000000000 0.000000000 0.000000000 0.005952381 0.000000000
## 66 0.012195122 0.000000000 0.004065041 0.000000000 0.000000000 0.000000000
## 67 0.000000000 0.008426966 0.000000000 0.000000000 0.000000000 0.000000000
## 68 0.000000000 0.019672131 0.000000000 0.000000000 0.003278689 0.000000000
## 69 0.000000000 0.000000000 0.000000000 0.000000000 0.007092199 0.000000000
## 70 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 71 0.041841004 0.016736402 0.008368201 0.000000000 0.000000000 0.000000000
## 72 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 73 0.005847953 0.017543860 0.000000000 0.000000000 0.000000000 0.000000000
## 74 0.000000000 0.018726592 0.000000000 0.000000000 0.000000000 0.000000000
## 75 0.000000000 0.000000000 0.000000000 0.000000000 0.035087719 0.000000000
## 76 0.034883721 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 77 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 78 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 79 0.000000000 0.000000000 0.000000000 0.000000000 0.030534351 0.000000000
## 80 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 81 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 82 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 83 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 84 0.000000000 0.000000000 0.000000000 0.000000000 0.034482759 0.000000000
## 85 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 86 0.000000000 0.000000000 0.000000000 0.000000000 0.085106383 0.000000000
## 87 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 88 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 89 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 90 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 91 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 92 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 93 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 95 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 97 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 101 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 117 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 223 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 355 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 571 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 768 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
##
## PUNCTURE SCRA TOOTH SCRAT NAIL SCRATCH SHIP TEST SMALL
## 0 0.435294118 0.129411765 0.094117647 0.000000000 0.000000000 0.000000000
## 1 0.347200000 0.241600000 0.046400000 0.000000000 0.014400000 0.000000000
## 2 0.368357488 0.208937198 0.085748792 0.000000000 0.000000000 0.000000000
## 3 0.412834225 0.162566845 0.098395722 0.000000000 0.000000000 0.000000000
## 4 0.393643032 0.173594132 0.063569682 0.000000000 0.000000000 0.000000000
## 5 0.421052632 0.223684211 0.053643725 0.000000000 0.000000000 0.000000000
## 6 0.469199179 0.201232033 0.048254620 0.000000000 0.000000000 0.000000000
## 7 0.396204033 0.157769870 0.054567023 0.000000000 0.000000000 0.000000000
## 8 0.467500000 0.148333333 0.048333333 0.000000000 0.000000000 0.000000000
## 9 0.375968992 0.191860465 0.024224806 0.000000000 0.000000000 0.000000000
## 10 0.417200366 0.184812443 0.044830741 0.000000000 0.000000000 0.000000000
## 11 0.506257110 0.158134243 0.045506257 0.000000000 0.000000000 0.000000000
## 12 0.543010753 0.176344086 0.024731183 0.000000000 0.000000000 0.000000000
## 13 0.507670851 0.147838215 0.032078103 0.000000000 0.000000000 0.000000000
## 14 0.517902813 0.194373402 0.016624041 0.000000000 0.000000000 0.000000000
## 15 0.540816327 0.247813411 0.021865889 0.000000000 0.000000000 0.000000000
## 16 0.526946108 0.208083832 0.046407186 0.000000000 0.000000000 0.000000000
## 17 0.558041958 0.180419580 0.044755245 0.001398601 0.000000000 0.000000000
## 18 0.543831169 0.222402597 0.040584416 0.003246753 0.000000000 0.000000000
## 19 0.683745583 0.132508834 0.040636042 0.000000000 0.000000000 0.000000000
## 20 0.532894737 0.192434211 0.016447368 0.000000000 0.000000000 0.000000000
## 21 0.531250000 0.201388889 0.035879630 0.000000000 0.000000000 0.000000000
## 22 0.585683297 0.172451193 0.026030369 0.000000000 0.000000000 0.000000000
## 23 0.612307692 0.142564103 0.052307692 0.000000000 0.000000000 0.000000000
## 24 0.583333333 0.179487179 0.025641026 0.000000000 0.000000000 0.000000000
## 25 0.518843120 0.198948291 0.027169150 0.000000000 0.004382121 0.000000000
## 26 0.604772558 0.201342282 0.032065623 0.000000000 0.000000000 0.000000000
## 27 0.481986368 0.215189873 0.052580331 0.010710808 0.000000000 0.000000000
## 28 0.573412698 0.171626984 0.029761905 0.006944444 0.000000000 0.000000000
## 29 0.572494670 0.197228145 0.017057569 0.000000000 0.000000000 0.000000000
## 30 0.564549180 0.209016393 0.022540984 0.000000000 0.012295082 0.000000000
## 31 0.491909385 0.197411003 0.043149946 0.000000000 0.000000000 0.000000000
## 32 0.523640662 0.211583924 0.022458629 0.000000000 0.005910165 0.000000000
## 33 0.534031414 0.205497382 0.047120419 0.000000000 0.000000000 0.000000000
## 34 0.498567335 0.202005731 0.050143266 0.000000000 0.000000000 0.000000000
## 35 0.603042877 0.199170124 0.017980636 0.000000000 0.000000000 0.000000000
## 36 0.558823529 0.175070028 0.011204482 0.000000000 0.000000000 0.000000000
## 37 0.543644717 0.166921899 0.019908116 0.000000000 0.000000000 0.000000000
## 38 0.586046512 0.170542636 0.009302326 0.000000000 0.000000000 0.000000000
## 39 0.458204334 0.275541796 0.034055728 0.000000000 0.000000000 0.000000000
## 40 0.523277467 0.148975791 0.013035382 0.003724395 0.000000000 0.000000000
## 41 0.591216216 0.138513514 0.010135135 0.000000000 0.000000000 0.000000000
## 42 0.498366013 0.174836601 0.034313725 0.000000000 0.000000000 0.000000000
## 43 0.529695024 0.139646870 0.017656501 0.000000000 0.000000000 0.000000000
## 44 0.536259542 0.108778626 0.059160305 0.000000000 0.000000000 0.000000000
## 45 0.513026052 0.098196393 0.000000000 0.000000000 0.000000000 0.000000000
## 46 0.553459119 0.215932914 0.012578616 0.000000000 0.000000000 0.000000000
## 47 0.463587922 0.170515098 0.044404973 0.000000000 0.000000000 0.000000000
## 48 0.467811159 0.223175966 0.004291845 0.000000000 0.000000000 0.000000000
## 49 0.481171548 0.161087866 0.010460251 0.000000000 0.000000000 0.000000000
## 50 0.506024096 0.182730924 0.016064257 0.000000000 0.000000000 0.000000000
## 51 0.459183673 0.312244898 0.032653061 0.000000000 0.008163265 0.000000000
## 52 0.492779783 0.158844765 0.027075812 0.000000000 0.000000000 0.000000000
## 53 0.526418787 0.095890411 0.015655577 0.000000000 0.009784736 0.000000000
## 54 0.509333333 0.165333333 0.010666667 0.000000000 0.000000000 0.000000000
## 55 0.603365385 0.117788462 0.014423077 0.000000000 0.000000000 0.000000000
## 56 0.606126915 0.155361050 0.037199125 0.000000000 0.000000000 0.004376368
## 57 0.589743590 0.149572650 0.034188034 0.000000000 0.000000000 0.000000000
## 58 0.547388781 0.185686654 0.025145068 0.000000000 0.000000000 0.000000000
## 59 0.589147287 0.131782946 0.059431525 0.000000000 0.000000000 0.000000000
## 60 0.528505393 0.095531587 0.020030817 0.000000000 0.000000000 0.000000000
## 61 0.517142857 0.077142857 0.031428571 0.000000000 0.000000000 0.000000000
## 62 0.591160221 0.077348066 0.055248619 0.000000000 0.000000000 0.000000000
## 63 0.408108108 0.221621622 0.043243243 0.000000000 0.000000000 0.000000000
## 64 0.554089710 0.100263852 0.031662269 0.000000000 0.000000000 0.000000000
## 65 0.551587302 0.178571429 0.021825397 0.000000000 0.000000000 0.000000000
## 66 0.621951220 0.138211382 0.044715447 0.000000000 0.000000000 0.000000000
## 67 0.556179775 0.103932584 0.064606742 0.000000000 0.000000000 0.000000000
## 68 0.459016393 0.232786885 0.003278689 0.000000000 0.000000000 0.000000000
## 69 0.528368794 0.156028369 0.021276596 0.000000000 0.000000000 0.000000000
## 70 0.474264706 0.139705882 0.154411765 0.000000000 0.000000000 0.000000000
## 71 0.485355649 0.121338912 0.050209205 0.000000000 0.000000000 0.000000000
## 72 0.418750000 0.256250000 0.043750000 0.000000000 0.000000000 0.000000000
## 73 0.584795322 0.134502924 0.017543860 0.000000000 0.000000000 0.000000000
## 74 0.543071161 0.146067416 0.026217228 0.000000000 0.000000000 0.000000000
## 75 0.438596491 0.105263158 0.000000000 0.000000000 0.000000000 0.000000000
## 76 0.430232558 0.197674419 0.034883721 0.000000000 0.000000000 0.000000000
## 77 0.441441441 0.081081081 0.162162162 0.000000000 0.000000000 0.000000000
## 78 0.451923077 0.076923077 0.000000000 0.000000000 0.000000000 0.000000000
## 79 0.541984733 0.221374046 0.000000000 0.000000000 0.000000000 0.000000000
## 80 0.513043478 0.234782609 0.060869565 0.000000000 0.000000000 0.000000000
## 81 0.472222222 0.305555556 0.000000000 0.000000000 0.000000000 0.000000000
## 82 0.227848101 0.265822785 0.000000000 0.000000000 0.000000000 0.000000000
## 83 0.214285714 0.690476190 0.047619048 0.000000000 0.000000000 0.000000000
## 84 0.068965517 0.137931034 0.068965517 0.000000000 0.000000000 0.000000000
## 85 0.680000000 0.200000000 0.000000000 0.000000000 0.000000000 0.000000000
## 86 0.446808511 0.021276596 0.000000000 0.000000000 0.000000000 0.000000000
## 87 0.461538462 0.538461538 0.000000000 0.000000000 0.000000000 0.000000000
## 88 0.809523810 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 89 0.571428571 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 90 0.000000000 0.000000000 0.160000000 0.000000000 0.000000000 0.000000000
## 91 0.812500000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 92 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 93 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 95 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 97 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 101 0.785714286 0.214285714 0.000000000 0.000000000 0.000000000 0.000000000
## 117 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 223 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 355 0.000000000 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 571 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000 0.000000000
## 768 0.000000000 1.000000000 0.000000000 0.000000000 0.000000000 0.000000000
##
## UNK UNKNOWN
## 0 0.035294118 0.047058824
## 1 0.000000000 0.008000000
## 2 0.000000000 0.003623188
## 3 0.000000000 0.010695187
## 4 0.000000000 0.024449878
## 5 0.000000000 0.016194332
## 6 0.000000000 0.020533881
## 7 0.000000000 0.018979834
## 8 0.000000000 0.009166667
## 9 0.000000000 0.018410853
## 10 0.000000000 0.053064959
## 11 0.000000000 0.006825939
## 12 0.000000000 0.025806452
## 13 0.000000000 0.012552301
## 14 0.000000000 0.019181586
## 15 0.000000000 0.000000000
## 16 0.000000000 0.022455090
## 17 0.000000000 0.012587413
## 18 0.000000000 0.011363636
## 19 0.000000000 0.028268551
## 20 0.000000000 0.001644737
## 21 0.000000000 0.009259259
## 22 0.000000000 0.006507592
## 23 0.000000000 0.007179487
## 24 0.000000000 0.004273504
## 25 0.000000000 0.028045574
## 26 0.000000000 0.001491424
## 27 0.000000000 0.000000000
## 28 0.000000000 0.007936508
## 29 0.000000000 0.008528785
## 30 0.000000000 0.002049180
## 31 0.001078749 0.008629989
## 32 0.000000000 0.002364066
## 33 0.000000000 0.003926702
## 34 0.000000000 0.008595989
## 35 0.000000000 0.004149378
## 36 0.000000000 0.023809524
## 37 0.000000000 0.010719755
## 38 0.000000000 0.003100775
## 39 0.000000000 0.000000000
## 40 0.000000000 0.026070764
## 41 0.000000000 0.006756757
## 42 0.000000000 0.008169935
## 43 0.006420546 0.009630819
## 44 0.000000000 0.011450382
## 45 0.000000000 0.044088176
## 46 0.000000000 0.004192872
## 47 0.000000000 0.000000000
## 48 0.000000000 0.000000000
## 49 0.000000000 0.010460251
## 50 0.000000000 0.042168675
## 51 0.000000000 0.016326531
## 52 0.000000000 0.030685921
## 53 0.000000000 0.005870841
## 54 0.000000000 0.000000000
## 55 0.000000000 0.009615385
## 56 0.000000000 0.028446389
## 57 0.000000000 0.000000000
## 58 0.000000000 0.027079304
## 59 0.000000000 0.000000000
## 60 0.000000000 0.000000000
## 61 0.000000000 0.002857143
## 62 0.000000000 0.000000000
## 63 0.000000000 0.002702703
## 64 0.000000000 0.005277045
## 65 0.000000000 0.015873016
## 66 0.000000000 0.012195122
## 67 0.000000000 0.000000000
## 68 0.000000000 0.000000000
## 69 0.000000000 0.031914894
## 70 0.000000000 0.011029412
## 71 0.000000000 0.029288703
## 72 0.000000000 0.056250000
## 73 0.000000000 0.046783626
## 74 0.000000000 0.048689139
## 75 0.000000000 0.011695906
## 76 0.000000000 0.000000000
## 77 0.000000000 0.009009009
## 78 0.000000000 0.000000000
## 79 0.000000000 0.000000000
## 80 0.000000000 0.000000000
## 81 0.000000000 0.000000000
## 82 0.000000000 0.063291139
## 83 0.000000000 0.000000000
## 84 0.000000000 0.000000000
## 85 0.000000000 0.000000000
## 86 0.000000000 0.255319149
## 87 0.000000000 0.000000000
## 88 0.000000000 0.000000000
## 89 0.000000000 0.000000000
## 90 0.000000000 0.000000000
## 91 0.000000000 0.000000000
## 92 0.000000000 0.000000000
## 93 0.000000000 0.000000000
## 95 0.000000000 0.000000000
## 97 0.000000000 0.000000000
## 101 0.000000000 0.000000000
## 117 0.000000000 1.000000000
## 223 0.000000000 0.000000000
## 355 0.000000000 0.000000000
## 571 0.000000000 0.000000000
## 768 0.000000000 0.000000000
# Proportions per column
proportions(table(Dogs_Data$`Victim Age`, Dogs_Data$`Bite Severity`),
margin = 2)
##
## BODILY INJ EXPOSURE LACERATION LEVEL 1 LEVEL 2
## 0 2.457606e-03 0.000000e+00 1.778726e-04 0.000000e+00 0.000000e+00
## 1 1.327107e-02 1.550388e-02 1.903237e-02 4.081633e-02 3.217503e-02
## 2 2.531334e-02 3.617571e-02 2.063323e-02 4.591837e-02 5.148005e-03
## 3 2.899975e-02 1.291990e-02 1.636428e-02 5.102041e-02 7.722008e-03
## 4 2.605063e-02 0.000000e+00 2.258983e-02 5.102041e-03 1.158301e-02
## 5 3.022856e-02 0.000000e+00 1.636428e-02 3.061224e-02 2.445302e-02
## 6 2.850823e-02 2.325581e-02 1.743152e-02 0.000000e+00 0.000000e+00
## 7 3.047432e-02 0.000000e+00 2.668090e-02 1.020408e-02 6.435006e-03
## 8 3.022856e-02 5.167959e-03 3.842049e-02 1.020408e-02 1.930502e-02
## 9 4.546572e-02 0.000000e+00 2.401281e-02 1.020408e-02 1.673102e-02
## 10 3.465225e-02 0.000000e+00 2.917111e-02 1.530612e-02 0.000000e+00
## 11 1.769477e-02 0.000000e+00 2.419068e-02 0.000000e+00 2.059202e-02
## 12 2.064389e-02 0.000000e+00 1.743152e-02 2.551020e-02 9.009009e-03
## 13 1.155075e-02 1.550388e-02 1.992174e-02 3.061224e-02 1.415701e-02
## 14 1.130499e-02 5.167959e-03 1.814301e-02 0.000000e+00 1.287001e-02
## 15 7.372819e-03 0.000000e+00 1.120598e-02 0.000000e+00 1.544402e-02
## 16 5.652494e-03 0.000000e+00 1.422981e-02 0.000000e+00 1.673102e-02
## 17 6.389776e-03 0.000000e+00 1.120598e-02 4.081633e-02 1.673102e-02
## 18 1.228803e-02 0.000000e+00 6.403415e-03 1.530612e-02 1.287001e-02
## 19 2.703367e-03 0.000000e+00 4.624689e-03 3.061224e-02 1.158301e-02
## 20 1.425412e-02 0.000000e+00 1.316258e-02 3.571429e-02 1.673102e-02
## 21 1.204227e-02 2.325581e-02 1.956599e-02 0.000000e+00 2.059202e-02
## 22 1.474564e-02 0.000000e+00 1.654216e-02 0.000000e+00 2.059202e-02
## 23 1.032195e-02 7.751938e-03 1.565279e-02 2.040816e-02 2.059202e-02
## 24 1.277955e-02 0.000000e+00 1.583067e-02 3.571429e-02 2.059202e-02
## 25 1.228803e-02 3.617571e-02 2.152259e-02 3.571429e-02 3.603604e-02
## 26 2.015237e-02 0.000000e+00 1.440768e-02 2.040816e-02 2.187902e-02
## 27 1.695748e-02 2.583979e-02 1.636428e-02 0.000000e+00 3.346203e-02
## 28 1.400836e-02 3.617571e-02 1.867663e-02 0.000000e+00 6.435006e-03
## 29 1.007619e-02 0.000000e+00 1.494130e-02 3.061224e-02 3.989704e-02
## 30 1.720324e-02 2.067183e-02 1.422981e-02 1.020408e-02 1.673102e-02
## 31 5.160973e-03 5.426357e-02 2.614728e-02 5.102041e-03 5.148005e-03
## 32 1.253379e-02 4.134367e-02 1.351832e-02 1.530612e-02 9.009009e-03
## 33 8.601622e-03 5.167959e-03 1.316258e-02 4.081633e-02 3.346203e-02
## 34 1.155075e-02 2.583979e-02 1.298470e-02 5.102041e-02 2.316602e-02
## 35 1.105923e-02 7.751938e-03 7.648524e-03 1.530612e-02 7.722008e-03
## 36 9.584665e-03 3.100775e-02 1.013874e-02 5.612245e-02 1.673102e-02
## 37 1.228803e-02 1.033592e-02 1.227321e-02 5.612245e-02 1.415701e-02
## 38 1.474564e-02 3.100775e-02 9.605123e-03 0.000000e+00 7.722008e-03
## 39 9.830425e-03 2.583979e-02 1.262896e-02 1.530612e-02 1.158301e-02
## 40 1.327107e-02 1.808786e-02 1.102810e-02 0.000000e+00 1.415701e-02
## 41 9.338904e-03 1.808786e-02 1.085023e-02 0.000000e+00 2.445302e-02
## 42 8.355861e-03 2.067183e-02 1.867663e-02 0.000000e+00 1.029601e-02
## 43 1.007619e-02 1.291990e-02 1.689790e-02 0.000000e+00 5.148005e-03
## 44 4.915213e-03 1.808786e-02 1.672003e-02 5.102041e-03 1.287001e-02
## 45 1.794053e-02 2.842377e-02 1.405194e-02 0.000000e+00 0.000000e+00
## 46 1.130499e-02 4.651163e-02 5.514052e-03 0.000000e+00 3.861004e-03
## 47 1.376260e-02 4.134367e-02 1.013874e-02 2.551020e-02 2.445302e-02
## 48 1.204227e-02 2.583979e-03 1.138385e-02 0.000000e+00 1.673102e-02
## 49 1.130499e-02 3.359173e-02 1.707577e-02 0.000000e+00 0.000000e+00
## 50 1.548292e-02 2.583979e-02 7.114906e-03 5.102041e-03 0.000000e+00
## 51 3.686409e-03 1.033592e-02 8.537887e-03 0.000000e+00 0.000000e+00
## 52 1.155075e-02 0.000000e+00 1.173959e-02 1.020408e-02 1.029601e-02
## 53 1.425412e-02 3.617571e-02 1.191747e-02 0.000000e+00 1.415701e-02
## 54 3.932170e-03 0.000000e+00 1.494130e-02 1.020408e-02 5.148005e-03
## 55 8.110101e-03 1.550388e-02 9.071505e-03 2.551020e-02 3.861004e-03
## 56 7.127058e-03 0.000000e+00 3.735326e-03 1.020408e-02 5.148005e-03
## 57 6.389776e-03 5.167959e-03 8.893632e-03 0.000000e+00 7.722008e-03
## 58 1.179651e-02 1.033592e-02 6.047670e-03 0.000000e+00 0.000000e+00
## 59 2.211846e-03 0.000000e+00 9.960868e-03 0.000000e+00 2.187902e-02
## 60 2.531334e-02 2.583979e-03 1.636428e-02 0.000000e+00 2.831403e-02
## 61 1.032195e-02 0.000000e+00 7.648524e-03 0.000000e+00 5.019305e-02
## 62 1.204227e-02 0.000000e+00 4.091071e-03 3.571429e-02 7.722008e-03
## 63 1.597444e-02 1.550388e-02 4.802561e-03 2.040816e-02 0.000000e+00
## 64 9.338904e-03 1.033592e-02 8.182142e-03 0.000000e+00 6.435006e-03
## 65 1.351683e-02 0.000000e+00 7.114906e-03 2.551020e-02 7.722008e-03
## 66 1.966085e-03 2.325581e-02 3.913198e-03 0.000000e+00 0.000000e+00
## 67 6.881298e-03 1.291990e-02 5.869797e-03 0.000000e+00 9.009009e-03
## 68 7.864340e-03 1.808786e-02 6.759160e-03 0.000000e+00 7.722008e-03
## 69 4.423691e-03 0.000000e+00 6.937033e-03 5.102041e-03 1.801802e-02
## 70 2.457606e-03 0.000000e+00 8.893632e-03 0.000000e+00 0.000000e+00
## 71 8.601622e-03 0.000000e+00 2.312344e-03 0.000000e+00 7.722008e-03
## 72 2.211846e-03 3.359173e-02 1.067236e-03 0.000000e+00 0.000000e+00
## 73 2.949128e-03 1.550388e-02 1.956599e-03 0.000000e+00 0.000000e+00
## 74 6.144016e-03 0.000000e+00 4.980434e-03 5.102041e-03 5.148005e-03
## 75 5.898255e-03 0.000000e+00 5.336179e-03 0.000000e+00 2.059202e-02
## 76 1.720324e-03 0.000000e+00 2.845962e-03 0.000000e+00 2.574003e-03
## 77 2.211846e-03 0.000000e+00 2.668090e-03 0.000000e+00 1.287001e-02
## 78 8.110101e-03 0.000000e+00 2.845962e-03 0.000000e+00 0.000000e+00
## 79 3.194888e-03 0.000000e+00 2.490217e-03 0.000000e+00 0.000000e+00
## 80 9.830425e-04 0.000000e+00 3.201708e-03 0.000000e+00 0.000000e+00
## 81 0.000000e+00 0.000000e+00 8.893632e-04 0.000000e+00 0.000000e+00
## 82 4.669452e-03 2.842377e-02 8.893632e-04 0.000000e+00 0.000000e+00
## 83 0.000000e+00 0.000000e+00 0.000000e+00 1.020408e-02 0.000000e+00
## 84 0.000000e+00 0.000000e+00 2.845962e-03 0.000000e+00 0.000000e+00
## 85 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 86 0.000000e+00 0.000000e+00 1.600854e-03 0.000000e+00 0.000000e+00
## 87 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 88 0.000000e+00 0.000000e+00 7.114906e-04 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 1.067236e-03 0.000000e+00 0.000000e+00
## 90 4.915213e-03 0.000000e+00 1.778726e-04 0.000000e+00 0.000000e+00
## 91 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 571 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
##
## LEVEL 3 LEVEL 4 LEVEL 5 LEVEL 6 MINOR
## 0 0.000000e+00 0.000000e+00 5.825243e-02 0.000000e+00 0.000000e+00
## 1 8.310249e-03 1.843318e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 2 1.108033e-02 1.382488e-02 0.000000e+00 5.376344e-02 0.000000e+00
## 3 1.246537e-02 4.608295e-02 1.359223e-01 1.290323e-01 0.000000e+00
## 4 1.662050e-02 0.000000e+00 0.000000e+00 1.182796e-01 0.000000e+00
## 5 3.047091e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 6 1.800554e-02 3.225806e-02 0.000000e+00 6.451613e-02 0.000000e+00
## 7 1.385042e-02 4.608295e-03 0.000000e+00 0.000000e+00 0.000000e+00
## 8 3.324100e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 9 3.324100e-02 9.216590e-03 1.456311e-01 4.301075e-02 0.000000e+00
## 10 5.540166e-03 0.000000e+00 3.883495e-02 7.526882e-02 0.000000e+00
## 11 1.246537e-02 2.304147e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 12 8.310249e-03 2.764977e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 13 5.540166e-03 5.990783e-02 2.912621e-02 0.000000e+00 0.000000e+00
## 14 3.324100e-02 0.000000e+00 1.941748e-02 0.000000e+00 0.000000e+00
## 15 2.077562e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 16 9.695291e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 17 1.662050e-02 3.225806e-02 0.000000e+00 7.526882e-02 0.000000e+00
## 18 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 19 1.108033e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 20 5.540166e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 21 1.385042e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 22 1.246537e-02 9.216590e-03 3.883495e-02 5.376344e-02 0.000000e+00
## 23 3.047091e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 24 3.878116e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 25 1.385042e-02 5.069124e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 26 5.540166e-03 1.843318e-02 4.854369e-02 2.150538e-02 0.000000e+00
## 27 3.047091e-02 6.912442e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 28 3.878116e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 29 2.908587e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 30 6.925208e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 31 3.047091e-02 1.843318e-02 4.854369e-02 0.000000e+00 0.000000e+00
## 32 3.047091e-02 0.000000e+00 2.912621e-02 0.000000e+00 0.000000e+00
## 33 6.925208e-03 1.843318e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 34 2.770083e-03 1.382488e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 35 8.310249e-03 2.304147e-02 0.000000e+00 7.526882e-02 0.000000e+00
## 36 8.310249e-03 5.529954e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 37 1.523546e-02 2.764977e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 38 4.155125e-03 2.304147e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 39 0.000000e+00 0.000000e+00 0.000000e+00 9.677419e-02 0.000000e+00
## 40 1.246537e-02 4.147465e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 41 1.662050e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 42 1.662050e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 43 2.908587e-02 5.990783e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 44 1.662050e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 45 8.310249e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 46 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 47 1.246537e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 48 1.246537e-02 0.000000e+00 2.912621e-02 0.000000e+00 0.000000e+00
## 49 2.770083e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 50 1.385042e-03 0.000000e+00 4.854369e-02 0.000000e+00 1.000000e+00
## 51 1.385042e-03 2.764977e-02 0.000000e+00 6.451613e-02 0.000000e+00
## 52 1.246537e-02 9.216590e-02 0.000000e+00 6.451613e-02 0.000000e+00
## 53 2.216066e-02 1.843318e-02 4.854369e-02 0.000000e+00 0.000000e+00
## 54 6.925208e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 55 0.000000e+00 1.382488e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 56 2.077562e-02 0.000000e+00 5.825243e-02 0.000000e+00 0.000000e+00
## 57 1.662050e-02 4.608295e-03 0.000000e+00 0.000000e+00 0.000000e+00
## 58 1.108033e-02 5.529954e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 59 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 60 4.155125e-03 0.000000e+00 1.941748e-02 0.000000e+00 0.000000e+00
## 61 6.925208e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 62 6.925208e-03 1.382488e-02 0.000000e+00 3.225806e-02 0.000000e+00
## 63 2.493075e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 64 2.493075e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 65 1.108033e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 66 2.770083e-03 1.382488e-02 0.000000e+00 1.075269e-02 0.000000e+00
## 67 3.047091e-02 0.000000e+00 2.912621e-02 0.000000e+00 0.000000e+00
## 68 4.155125e-03 0.000000e+00 5.825243e-02 0.000000e+00 0.000000e+00
## 69 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 70 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 71 6.925208e-03 4.608295e-02 3.883495e-02 2.150538e-02 0.000000e+00
## 72 1.108033e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 73 5.540166e-03 4.608295e-03 2.912621e-02 0.000000e+00 0.000000e+00
## 74 0.000000e+00 0.000000e+00 4.854369e-02 0.000000e+00 0.000000e+00
## 75 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 76 1.385042e-03 1.382488e-02 0.000000e+00 0.000000e+00 0.000000e+00
## 77 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 78 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 79 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 80 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 81 4.155125e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 82 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 83 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 84 5.540166e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 85 4.155125e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 86 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 87 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 88 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 90 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 91 4.155125e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 571 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
##
## NO SKIN OK PUNCTURE SCRA TOOTH SCRAT NAIL
## 0 9.225092e-03 0.000000e+00 1.456980e-03 1.244766e-03 4.561003e-03
## 1 7.380074e-03 0.000000e+00 8.544989e-03 1.708725e-02 1.653364e-02
## 2 2.583026e-02 0.000000e+00 1.201024e-02 1.957678e-02 4.047891e-02
## 3 3.505535e-02 0.000000e+00 1.519984e-02 1.720041e-02 5.245154e-02
## 4 2.952030e-02 0.000000e+00 1.267966e-02 1.606880e-02 2.964652e-02
## 5 3.690037e-02 0.000000e+00 1.638118e-02 2.500849e-02 3.021665e-02
## 6 9.225092e-03 0.000000e+00 1.799567e-02 2.217947e-02 2.679590e-02
## 7 4.059041e-02 0.000000e+00 1.315220e-02 1.505036e-02 2.622577e-02
## 8 1.845018e-02 0.000000e+00 2.209096e-02 2.014258e-02 3.306727e-02
## 9 4.059041e-02 0.000000e+00 1.527860e-02 2.240579e-02 1.425314e-02
## 10 9.225092e-03 0.000000e+00 1.795629e-02 2.285844e-02 2.793615e-02
## 11 2.029520e-02 0.000000e+00 1.752313e-02 1.572932e-02 2.280502e-02
## 12 1.476015e-02 0.000000e+00 1.988580e-02 1.855833e-02 1.311288e-02
## 13 2.398524e-02 0.000000e+00 1.433353e-02 1.199502e-02 1.311288e-02
## 14 2.029520e-02 0.000000e+00 1.594802e-02 1.720041e-02 7.411631e-03
## 15 1.845018e-02 0.000000e+00 1.460918e-02 1.923730e-02 8.551881e-03
## 16 1.476015e-02 0.000000e+00 1.386100e-02 1.572932e-02 1.767389e-02
## 17 1.660517e-02 0.000000e+00 1.571175e-02 1.459771e-02 1.824401e-02
## 18 2.029520e-02 0.000000e+00 1.319157e-02 1.550300e-02 1.425314e-02
## 19 9.225092e-03 0.000000e+00 1.523922e-02 8.487043e-03 1.311288e-02
## 20 0.000000e+00 0.000000e+00 1.275842e-02 1.323979e-02 5.701254e-03
## 21 1.107011e-02 1.000000e+00 1.807442e-02 1.968994e-02 1.767389e-02
## 22 7.380074e-03 0.000000e+00 2.126403e-02 1.799253e-02 1.368301e-02
## 23 1.107011e-02 0.000000e+00 2.350856e-02 1.572932e-02 2.907640e-02
## 24 3.690037e-03 0.000000e+00 2.150030e-02 1.901098e-02 1.368301e-02
## 25 2.398524e-02 0.000000e+00 2.331168e-02 2.568745e-02 1.767389e-02
## 26 2.952030e-02 0.000000e+00 3.193542e-02 3.055336e-02 2.451539e-02
## 27 2.214022e-02 0.000000e+00 1.949203e-02 2.500849e-02 3.078677e-02
## 28 5.535055e-03 0.000000e+00 2.276039e-02 1.957678e-02 1.710376e-02
## 29 1.660517e-02 0.000000e+00 2.114589e-02 2.093471e-02 9.122007e-03
## 30 1.291513e-02 0.000000e+00 2.169718e-02 2.308476e-02 1.254276e-02
## 31 2.583026e-02 0.000000e+00 1.795629e-02 2.070839e-02 2.280502e-02
## 32 3.690037e-02 0.000000e+00 1.744438e-02 2.025574e-02 1.083238e-02
## 33 1.107011e-02 0.000000e+00 1.606615e-02 1.776621e-02 2.052452e-02
## 34 9.225092e-03 0.000000e+00 1.370348e-02 1.595564e-02 1.995439e-02
## 35 1.660517e-02 0.000000e+00 1.716873e-02 1.629512e-02 7.411631e-03
## 36 2.767528e-02 0.000000e+00 1.571175e-02 1.414507e-02 4.561003e-03
## 37 1.291513e-02 0.000000e+00 1.397913e-02 1.233450e-02 7.411631e-03
## 38 1.660517e-02 0.000000e+00 1.488482e-02 1.244766e-02 3.420753e-03
## 39 1.476015e-02 0.000000e+00 1.165584e-02 2.014258e-02 1.254276e-02
## 40 1.845018e-03 0.000000e+00 1.106517e-02 9.052846e-03 3.990878e-03
## 41 2.398524e-02 0.000000e+00 1.378224e-02 9.279167e-03 3.420753e-03
## 42 1.291513e-02 0.000000e+00 1.201024e-02 1.210818e-02 1.197263e-02
## 43 1.107011e-02 0.000000e+00 1.299468e-02 9.844970e-03 6.271380e-03
## 44 9.225092e-03 0.000000e+00 1.106517e-02 6.450153e-03 1.767389e-02
## 45 5.535055e-03 0.000000e+00 1.008072e-02 5.544868e-03 0.000000e+00
## 46 7.380074e-03 0.000000e+00 1.039575e-02 1.165554e-02 3.420753e-03
## 47 3.505535e-02 0.000000e+00 1.027761e-02 1.086342e-02 1.425314e-02
## 48 5.535055e-03 0.000000e+00 8.584367e-03 1.176870e-02 1.140251e-03
## 49 7.380074e-03 0.000000e+00 9.056901e-03 8.713364e-03 2.850627e-03
## 50 0.000000e+00 0.000000e+00 9.923213e-03 1.029761e-02 4.561003e-03
## 51 7.380074e-03 0.000000e+00 8.860012e-03 1.731357e-02 9.122007e-03
## 52 5.535055e-03 0.000000e+00 1.075015e-02 9.958131e-03 8.551881e-03
## 53 3.690037e-03 0.000000e+00 1.059264e-02 5.544868e-03 4.561003e-03
## 54 1.291513e-02 0.000000e+00 7.521166e-03 7.015956e-03 2.280502e-03
## 55 9.225092e-03 0.000000e+00 9.883835e-03 5.544868e-03 3.420753e-03
## 56 0.000000e+00 0.000000e+00 1.090766e-02 8.034401e-03 9.692132e-03
## 57 1.660517e-02 0.000000e+00 1.086828e-02 7.921240e-03 9.122007e-03
## 58 9.225092e-03 0.000000e+00 1.114393e-02 1.086342e-02 7.411631e-03
## 59 5.535055e-03 0.000000e+00 8.978145e-03 5.771189e-03 1.311288e-02
## 60 1.476015e-02 0.000000e+00 1.350660e-02 7.015956e-03 7.411631e-03
## 61 1.845018e-03 0.000000e+00 7.127387e-03 3.055336e-03 6.271380e-03
## 62 7.380074e-03 0.000000e+00 8.426856e-03 3.168496e-03 1.140251e-02
## 63 0.000000e+00 0.000000e+00 5.946052e-03 9.279167e-03 9.122007e-03
## 64 1.107011e-02 0.000000e+00 8.269344e-03 4.300102e-03 6.841505e-03
## 65 5.535055e-03 0.000000e+00 1.094704e-02 1.018445e-02 6.271380e-03
## 66 0.000000e+00 0.000000e+00 6.024808e-03 3.847460e-03 6.271380e-03
## 67 0.000000e+00 0.000000e+00 7.796810e-03 4.186941e-03 1.311288e-02
## 68 1.845018e-03 0.000000e+00 5.512896e-03 8.034401e-03 5.701254e-04
## 69 3.690037e-03 0.000000e+00 5.867297e-03 4.979065e-03 3.420753e-03
## 70 0.000000e+00 0.000000e+00 5.079740e-03 4.300102e-03 2.394527e-02
## 71 0.000000e+00 0.000000e+00 4.567828e-03 3.281657e-03 6.841505e-03
## 72 0.000000e+00 0.000000e+00 2.638315e-03 4.639584e-03 3.990878e-03
## 73 0.000000e+00 0.000000e+00 3.937783e-03 2.602693e-03 1.710376e-03
## 74 0.000000e+00 0.000000e+00 5.709785e-03 4.413262e-03 3.990878e-03
## 75 1.107011e-02 0.000000e+00 2.953337e-03 2.036890e-03 0.000000e+00
## 76 0.000000e+00 0.000000e+00 1.456980e-03 1.923730e-03 1.710376e-03
## 77 0.000000e+00 0.000000e+00 1.929514e-03 1.018445e-03 1.026226e-02
## 78 0.000000e+00 0.000000e+00 1.850758e-03 9.052846e-04 0.000000e+00
## 79 7.380074e-03 0.000000e+00 2.795826e-03 3.281657e-03 0.000000e+00
## 80 0.000000e+00 0.000000e+00 2.323292e-03 3.055336e-03 3.990878e-03
## 81 0.000000e+00 0.000000e+00 6.694231e-04 1.244766e-03 0.000000e+00
## 82 0.000000e+00 0.000000e+00 7.088009e-04 2.376372e-03 0.000000e+00
## 83 0.000000e+00 0.000000e+00 3.544005e-04 3.281657e-03 1.140251e-03
## 84 1.845018e-03 0.000000e+00 7.875566e-05 4.526423e-04 1.140251e-03
## 85 0.000000e+00 0.000000e+00 6.694231e-04 5.658029e-04 0.000000e+00
## 86 7.380074e-03 0.000000e+00 8.269344e-04 1.131606e-04 0.000000e+00
## 87 0.000000e+00 0.000000e+00 4.725340e-04 1.584248e-03 0.000000e+00
## 88 0.000000e+00 0.000000e+00 6.694231e-04 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 3.150226e-04 0.000000e+00 0.000000e+00
## 90 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.280502e-03
## 91 0.000000e+00 0.000000e+00 5.119118e-04 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 7.088009e-04 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 1.181335e-04 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 7.875566e-05 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 2.362670e-04 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 4.331561e-04 3.394817e-04 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 0.000000e+00 0.000000e+00 3.937783e-04 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 3.394817e-04 0.000000e+00
## 571 0.000000e+00 0.000000e+00 2.756448e-04 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 2.263211e-04 0.000000e+00
##
## SCRATCH SHIP TEST SMALL UNK UNKNOWN
## 0 0.000000e+00 0.000000e+00 0.000000e+00 3.750000e-01 6.269592e-03
## 1 0.000000e+00 2.250000e-01 0.000000e+00 0.000000e+00 7.836991e-03
## 2 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.702194e-03
## 3 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.567398e-02
## 4 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-02
## 5 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.507837e-02
## 6 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-02
## 7 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.507837e-02
## 8 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.724138e-02
## 9 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.978056e-02
## 10 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 9.090909e-02
## 11 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 9.404389e-03
## 12 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.761755e-02
## 13 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.410658e-02
## 14 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.351097e-02
## 15 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 16 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.351097e-02
## 17 4.347826e-02 0.000000e+00 0.000000e+00 0.000000e+00 1.410658e-02
## 18 8.695652e-02 0.000000e+00 0.000000e+00 0.000000e+00 1.097179e-02
## 19 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.507837e-02
## 20 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.567398e-03
## 21 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.253918e-02
## 22 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 9.404389e-03
## 23 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.097179e-02
## 24 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.269592e-03
## 25 0.000000e+00 1.250000e-01 0.000000e+00 0.000000e+00 5.015674e-02
## 26 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-03
## 27 4.782609e-01 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 28 3.043478e-01 0.000000e+00 0.000000e+00 0.000000e+00 1.253918e-02
## 29 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.253918e-02
## 30 0.000000e+00 3.000000e-01 0.000000e+00 0.000000e+00 3.134796e-03
## 31 0.000000e+00 0.000000e+00 0.000000e+00 1.250000e-01 1.253918e-02
## 32 0.000000e+00 1.250000e-01 0.000000e+00 0.000000e+00 3.134796e-03
## 33 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.702194e-03
## 34 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 9.404389e-03
## 35 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.702194e-03
## 36 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.664577e-02
## 37 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.097179e-02
## 38 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-03
## 39 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 40 8.695652e-02 0.000000e+00 0.000000e+00 0.000000e+00 2.194357e-02
## 41 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.269592e-03
## 42 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 7.836991e-03
## 43 0.000000e+00 0.000000e+00 0.000000e+00 5.000000e-01 9.404389e-03
## 44 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 9.404389e-03
## 45 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.448276e-02
## 46 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-03
## 47 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 48 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 49 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 7.836991e-03
## 50 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.291536e-02
## 51 0.000000e+00 1.000000e-01 0.000000e+00 0.000000e+00 1.253918e-02
## 52 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.664577e-02
## 53 0.000000e+00 1.250000e-01 0.000000e+00 0.000000e+00 4.702194e-03
## 54 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 55 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.269592e-03
## 56 0.000000e+00 0.000000e+00 1.000000e+00 0.000000e+00 2.037618e-02
## 57 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 58 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.194357e-02
## 59 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 60 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 61 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.567398e-03
## 62 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 63 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.567398e-03
## 64 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-03
## 65 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.253918e-02
## 66 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.702194e-03
## 67 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 68 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 69 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.410658e-02
## 70 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.702194e-03
## 71 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.097179e-02
## 72 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.410658e-02
## 73 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.253918e-02
## 74 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.037618e-02
## 75 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.134796e-03
## 76 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 77 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.567398e-03
## 78 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 79 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 80 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 81 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 82 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 7.836991e-03
## 83 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 84 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 85 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 86 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.880878e-02
## 87 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 88 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 90 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 91 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.567398e-03
## 223 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 571 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
# Proportions, out of total
proportions(table(Dogs_Data$`Victim Age`, Dogs_Data$`Bite Severity`))
##
## BODILY INJ EXPOSURE LACERATION LEVEL 1 LEVEL 2
## 0 2.022981e-04 0.000000e+00 2.022981e-05 0.000000e+00 0.000000e+00
## 1 1.092410e-03 1.213789e-04 2.164590e-03 1.618385e-04 5.057453e-04
## 2 2.083670e-03 2.832173e-04 2.346658e-03 1.820683e-04 8.091924e-05
## 3 2.387118e-03 1.011491e-04 1.861143e-03 2.022981e-04 1.213789e-04
## 4 2.144360e-03 0.000000e+00 2.569186e-03 2.022981e-05 1.820683e-04
## 5 2.488267e-03 0.000000e+00 1.861143e-03 1.213789e-04 3.843664e-04
## 6 2.346658e-03 1.820683e-04 1.982521e-03 0.000000e+00 0.000000e+00
## 7 2.508497e-03 0.000000e+00 3.034472e-03 4.045962e-05 1.011491e-04
## 8 2.488267e-03 4.045962e-05 4.369639e-03 4.045962e-05 3.034472e-04
## 9 3.742515e-03 0.000000e+00 2.731024e-03 4.045962e-05 2.629875e-04
## 10 2.852403e-03 0.000000e+00 3.317689e-03 6.068943e-05 0.000000e+00
## 11 1.456546e-03 0.000000e+00 2.751254e-03 0.000000e+00 3.236770e-04
## 12 1.699304e-03 0.000000e+00 1.982521e-03 1.011491e-04 1.416087e-04
## 13 9.508011e-04 1.213789e-04 2.265739e-03 1.213789e-04 2.225279e-04
## 14 9.305713e-04 4.045962e-05 2.063441e-03 0.000000e+00 2.022981e-04
## 15 6.068943e-04 0.000000e+00 1.274478e-03 0.000000e+00 2.427577e-04
## 16 4.652856e-04 0.000000e+00 1.618385e-03 0.000000e+00 2.629875e-04
## 17 5.259751e-04 0.000000e+00 1.274478e-03 1.618385e-04 2.629875e-04
## 18 1.011491e-03 0.000000e+00 7.282732e-04 6.068943e-05 2.022981e-04
## 19 2.225279e-04 0.000000e+00 5.259751e-04 1.213789e-04 1.820683e-04
## 20 1.173329e-03 0.000000e+00 1.497006e-03 1.416087e-04 2.629875e-04
## 21 9.912607e-04 1.820683e-04 2.225279e-03 0.000000e+00 3.236770e-04
## 22 1.213789e-03 0.000000e+00 1.881372e-03 0.000000e+00 3.236770e-04
## 23 8.496520e-04 6.068943e-05 1.780223e-03 8.091924e-05 3.236770e-04
## 24 1.051950e-03 0.000000e+00 1.800453e-03 1.416087e-04 3.236770e-04
## 25 1.011491e-03 2.832173e-04 2.447807e-03 1.416087e-04 5.664347e-04
## 26 1.658844e-03 0.000000e+00 1.638615e-03 8.091924e-05 3.439068e-04
## 27 1.395857e-03 2.022981e-04 1.861143e-03 0.000000e+00 5.259751e-04
## 28 1.153099e-03 2.832173e-04 2.124130e-03 0.000000e+00 1.011491e-04
## 29 8.294222e-04 0.000000e+00 1.699304e-03 1.213789e-04 6.271241e-04
## 30 1.416087e-03 1.618385e-04 1.618385e-03 4.045962e-05 2.629875e-04
## 31 4.248260e-04 4.248260e-04 2.973782e-03 2.022981e-05 8.091924e-05
## 32 1.031720e-03 3.236770e-04 1.537466e-03 6.068943e-05 1.416087e-04
## 33 7.080434e-04 4.045962e-05 1.497006e-03 1.618385e-04 5.259751e-04
## 34 9.508011e-04 2.022981e-04 1.476776e-03 2.022981e-04 3.641366e-04
## 35 9.103415e-04 6.068943e-05 8.698819e-04 6.068943e-05 1.213789e-04
## 36 7.889626e-04 2.427577e-04 1.153099e-03 2.225279e-04 2.629875e-04
## 37 1.011491e-03 8.091924e-05 1.395857e-03 2.225279e-04 2.225279e-04
## 38 1.213789e-03 2.427577e-04 1.092410e-03 0.000000e+00 1.213789e-04
## 39 8.091924e-04 2.022981e-04 1.436317e-03 6.068943e-05 1.820683e-04
## 40 1.092410e-03 1.416087e-04 1.254248e-03 0.000000e+00 2.225279e-04
## 41 7.687328e-04 1.416087e-04 1.234018e-03 0.000000e+00 3.843664e-04
## 42 6.878136e-04 1.618385e-04 2.124130e-03 0.000000e+00 1.618385e-04
## 43 8.294222e-04 1.011491e-04 1.921832e-03 0.000000e+00 8.091924e-05
## 44 4.045962e-04 1.416087e-04 1.901602e-03 2.022981e-05 2.022981e-04
## 45 1.476776e-03 2.225279e-04 1.598155e-03 0.000000e+00 0.000000e+00
## 46 9.305713e-04 3.641366e-04 6.271241e-04 0.000000e+00 6.068943e-05
## 47 1.132869e-03 3.236770e-04 1.153099e-03 1.011491e-04 3.843664e-04
## 48 9.912607e-04 2.022981e-05 1.294708e-03 0.000000e+00 2.629875e-04
## 49 9.305713e-04 2.629875e-04 1.942062e-03 0.000000e+00 0.000000e+00
## 50 1.274478e-03 2.022981e-04 8.091924e-04 2.022981e-05 0.000000e+00
## 51 3.034472e-04 8.091924e-05 9.710309e-04 0.000000e+00 0.000000e+00
## 52 9.508011e-04 0.000000e+00 1.335168e-03 4.045962e-05 1.618385e-04
## 53 1.173329e-03 2.832173e-04 1.355397e-03 0.000000e+00 2.225279e-04
## 54 3.236770e-04 0.000000e+00 1.699304e-03 4.045962e-05 8.091924e-05
## 55 6.675838e-04 1.213789e-04 1.031720e-03 1.011491e-04 6.068943e-05
## 56 5.866645e-04 0.000000e+00 4.248260e-04 4.045962e-05 8.091924e-05
## 57 5.259751e-04 4.045962e-05 1.011491e-03 0.000000e+00 1.213789e-04
## 58 9.710309e-04 8.091924e-05 6.878136e-04 0.000000e+00 0.000000e+00
## 59 1.820683e-04 0.000000e+00 1.132869e-03 0.000000e+00 3.439068e-04
## 60 2.083670e-03 2.022981e-05 1.861143e-03 0.000000e+00 4.450558e-04
## 61 8.496520e-04 0.000000e+00 8.698819e-04 0.000000e+00 7.889626e-04
## 62 9.912607e-04 0.000000e+00 4.652856e-04 1.416087e-04 1.213789e-04
## 63 1.314938e-03 1.213789e-04 5.462049e-04 8.091924e-05 0.000000e+00
## 64 7.687328e-04 8.091924e-05 9.305713e-04 0.000000e+00 1.011491e-04
## 65 1.112640e-03 0.000000e+00 8.091924e-04 1.011491e-04 1.213789e-04
## 66 1.618385e-04 1.820683e-04 4.450558e-04 0.000000e+00 0.000000e+00
## 67 5.664347e-04 1.011491e-04 6.675838e-04 0.000000e+00 1.416087e-04
## 68 6.473539e-04 1.416087e-04 7.687328e-04 0.000000e+00 1.213789e-04
## 69 3.641366e-04 0.000000e+00 7.889626e-04 2.022981e-05 2.832173e-04
## 70 2.022981e-04 0.000000e+00 1.011491e-03 0.000000e+00 0.000000e+00
## 71 7.080434e-04 0.000000e+00 2.629875e-04 0.000000e+00 1.213789e-04
## 72 1.820683e-04 2.629875e-04 1.213789e-04 0.000000e+00 0.000000e+00
## 73 2.427577e-04 1.213789e-04 2.225279e-04 0.000000e+00 0.000000e+00
## 74 5.057453e-04 0.000000e+00 5.664347e-04 2.022981e-05 8.091924e-05
## 75 4.855155e-04 0.000000e+00 6.068943e-04 0.000000e+00 3.236770e-04
## 76 1.416087e-04 0.000000e+00 3.236770e-04 0.000000e+00 4.045962e-05
## 77 1.820683e-04 0.000000e+00 3.034472e-04 0.000000e+00 2.022981e-04
## 78 6.675838e-04 0.000000e+00 3.236770e-04 0.000000e+00 0.000000e+00
## 79 2.629875e-04 0.000000e+00 2.832173e-04 0.000000e+00 0.000000e+00
## 80 8.091924e-05 0.000000e+00 3.641366e-04 0.000000e+00 0.000000e+00
## 81 0.000000e+00 0.000000e+00 1.011491e-04 0.000000e+00 0.000000e+00
## 82 3.843664e-04 2.225279e-04 1.011491e-04 0.000000e+00 0.000000e+00
## 83 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05 0.000000e+00
## 84 0.000000e+00 0.000000e+00 3.236770e-04 0.000000e+00 0.000000e+00
## 85 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 86 0.000000e+00 0.000000e+00 1.820683e-04 0.000000e+00 0.000000e+00
## 87 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 88 0.000000e+00 0.000000e+00 8.091924e-05 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 1.213789e-04 0.000000e+00 0.000000e+00
## 90 4.045962e-04 0.000000e+00 2.022981e-05 0.000000e+00 0.000000e+00
## 91 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 571 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
##
## LEVEL 3 LEVEL 4 LEVEL 5 LEVEL 6 MINOR
## 0 0.000000e+00 0.000000e+00 1.213789e-04 0.000000e+00 0.000000e+00
## 1 1.213789e-04 8.091924e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 2 1.618385e-04 6.068943e-05 0.000000e+00 1.011491e-04 0.000000e+00
## 3 1.820683e-04 2.022981e-04 2.832173e-04 2.427577e-04 0.000000e+00
## 4 2.427577e-04 0.000000e+00 0.000000e+00 2.225279e-04 0.000000e+00
## 5 4.450558e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 6 2.629875e-04 1.416087e-04 0.000000e+00 1.213789e-04 0.000000e+00
## 7 2.022981e-04 2.022981e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 8 4.855155e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 9 4.855155e-04 4.045962e-05 3.034472e-04 8.091924e-05 0.000000e+00
## 10 8.091924e-05 0.000000e+00 8.091924e-05 1.416087e-04 0.000000e+00
## 11 1.820683e-04 1.011491e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 12 1.213789e-04 1.213789e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 13 8.091924e-05 2.629875e-04 6.068943e-05 0.000000e+00 0.000000e+00
## 14 4.855155e-04 0.000000e+00 4.045962e-05 0.000000e+00 0.000000e+00
## 15 3.034472e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 16 1.416087e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 17 2.427577e-04 1.416087e-04 0.000000e+00 1.416087e-04 0.000000e+00
## 18 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 19 1.618385e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 20 8.091924e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 21 2.022981e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 22 1.820683e-04 4.045962e-05 8.091924e-05 1.011491e-04 0.000000e+00
## 23 4.450558e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 24 5.664347e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 25 2.022981e-04 2.225279e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 26 8.091924e-05 8.091924e-05 1.011491e-04 4.045962e-05 0.000000e+00
## 27 4.450558e-04 3.034472e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 28 5.664347e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 29 4.248260e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 30 1.011491e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 31 4.450558e-04 8.091924e-05 1.011491e-04 0.000000e+00 0.000000e+00
## 32 4.450558e-04 0.000000e+00 6.068943e-05 0.000000e+00 0.000000e+00
## 33 1.011491e-04 8.091924e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 34 4.045962e-05 6.068943e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 35 1.213789e-04 1.011491e-04 0.000000e+00 1.416087e-04 0.000000e+00
## 36 1.213789e-04 2.427577e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 37 2.225279e-04 1.213789e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 38 6.068943e-05 1.011491e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 39 0.000000e+00 0.000000e+00 0.000000e+00 1.820683e-04 0.000000e+00
## 40 1.820683e-04 1.820683e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 41 2.427577e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 42 2.427577e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 43 4.248260e-04 2.629875e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 44 2.427577e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 45 1.213789e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 46 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 47 1.820683e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 48 1.820683e-04 0.000000e+00 6.068943e-05 0.000000e+00 0.000000e+00
## 49 4.045962e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 50 2.022981e-05 0.000000e+00 1.011491e-04 0.000000e+00 1.213789e-04
## 51 2.022981e-05 1.213789e-04 0.000000e+00 1.213789e-04 0.000000e+00
## 52 1.820683e-04 4.045962e-04 0.000000e+00 1.213789e-04 0.000000e+00
## 53 3.236770e-04 8.091924e-05 1.011491e-04 0.000000e+00 0.000000e+00
## 54 1.011491e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 55 0.000000e+00 6.068943e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 56 3.034472e-04 0.000000e+00 1.213789e-04 0.000000e+00 0.000000e+00
## 57 2.427577e-04 2.022981e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 58 1.618385e-04 2.427577e-04 0.000000e+00 0.000000e+00 0.000000e+00
## 59 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 60 6.068943e-05 0.000000e+00 4.045962e-05 0.000000e+00 0.000000e+00
## 61 1.011491e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 62 1.011491e-04 6.068943e-05 0.000000e+00 6.068943e-05 0.000000e+00
## 63 3.641366e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 64 3.641366e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 65 1.618385e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 66 4.045962e-05 6.068943e-05 0.000000e+00 2.022981e-05 0.000000e+00
## 67 4.450558e-04 0.000000e+00 6.068943e-05 0.000000e+00 0.000000e+00
## 68 6.068943e-05 0.000000e+00 1.213789e-04 0.000000e+00 0.000000e+00
## 69 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 70 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 71 1.011491e-04 2.022981e-04 8.091924e-05 4.045962e-05 0.000000e+00
## 72 1.618385e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 73 8.091924e-05 2.022981e-05 6.068943e-05 0.000000e+00 0.000000e+00
## 74 0.000000e+00 0.000000e+00 1.011491e-04 0.000000e+00 0.000000e+00
## 75 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 76 2.022981e-05 6.068943e-05 0.000000e+00 0.000000e+00 0.000000e+00
## 77 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 78 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 79 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 80 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 81 6.068943e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 82 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 83 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 84 8.091924e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 85 6.068943e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 86 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 87 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 88 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 90 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 91 6.068943e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 571 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
##
## NO SKIN OK PUNCTURE SCRA TOOTH SCRAT NAIL
## 0 1.011491e-04 0.000000e+00 7.485030e-04 2.225279e-04 1.618385e-04
## 1 8.091924e-05 0.000000e+00 4.389869e-03 3.054701e-03 5.866645e-04
## 2 2.832173e-04 0.000000e+00 6.170092e-03 3.499757e-03 1.436317e-03
## 3 3.843664e-04 0.000000e+00 7.808707e-03 3.074931e-03 1.861143e-03
## 4 3.236770e-04 0.000000e+00 6.513999e-03 2.872633e-03 1.051950e-03
## 5 4.045962e-04 0.000000e+00 8.415601e-03 4.470788e-03 1.072180e-03
## 6 1.011491e-04 0.000000e+00 9.245023e-03 3.965043e-03 9.508011e-04
## 7 4.450558e-04 0.000000e+00 6.756757e-03 2.690565e-03 9.305713e-04
## 8 2.022981e-04 0.000000e+00 1.134892e-02 3.600906e-03 1.173329e-03
## 9 4.450558e-04 0.000000e+00 7.849167e-03 4.005503e-03 5.057453e-04
## 10 1.011491e-04 0.000000e+00 9.224794e-03 4.086422e-03 9.912607e-04
## 11 2.225279e-04 0.000000e+00 9.002266e-03 2.811944e-03 8.091924e-04
## 12 1.618385e-04 0.000000e+00 1.021605e-02 3.317689e-03 4.652856e-04
## 13 2.629875e-04 0.000000e+00 7.363651e-03 2.144360e-03 4.652856e-04
## 14 2.225279e-04 0.000000e+00 8.193073e-03 3.074931e-03 2.629875e-04
## 15 2.022981e-04 0.000000e+00 7.505260e-03 3.439068e-03 3.034472e-04
## 16 1.618385e-04 0.000000e+00 7.120893e-03 2.811944e-03 6.271241e-04
## 17 1.820683e-04 0.000000e+00 8.071694e-03 2.609646e-03 6.473539e-04
## 18 2.225279e-04 0.000000e+00 6.776987e-03 2.771484e-03 5.057453e-04
## 19 1.011491e-04 0.000000e+00 7.828937e-03 1.517236e-03 4.652856e-04
## 20 0.000000e+00 0.000000e+00 6.554459e-03 2.366888e-03 2.022981e-04
## 21 1.213789e-04 2.022981e-05 9.285483e-03 3.519987e-03 6.271241e-04
## 22 8.091924e-05 0.000000e+00 1.092410e-02 3.216540e-03 4.855155e-04
## 23 1.213789e-04 0.000000e+00 1.207720e-02 2.811944e-03 1.031720e-03
## 24 4.045962e-05 0.000000e+00 1.104548e-02 3.398608e-03 4.855155e-04
## 25 2.629875e-04 0.000000e+00 1.197605e-02 4.592167e-03 6.271241e-04
## 26 3.236770e-04 0.000000e+00 1.640638e-02 5.462049e-03 8.698819e-04
## 27 2.427577e-04 0.000000e+00 1.001376e-02 4.470788e-03 1.092410e-03
## 28 6.068943e-05 0.000000e+00 1.169283e-02 3.499757e-03 6.068943e-04
## 29 1.820683e-04 0.000000e+00 1.086341e-02 3.742515e-03 3.236770e-04
## 30 1.416087e-04 0.000000e+00 1.114663e-02 4.126881e-03 4.450558e-04
## 31 2.832173e-04 0.000000e+00 9.224794e-03 3.702055e-03 8.091924e-04
## 32 4.045962e-04 0.000000e+00 8.961806e-03 3.621136e-03 3.843664e-04
## 33 1.213789e-04 0.000000e+00 8.253763e-03 3.176080e-03 7.282732e-04
## 34 1.011491e-04 0.000000e+00 7.039974e-03 2.852403e-03 7.080434e-04
## 35 1.820683e-04 0.000000e+00 8.820197e-03 2.913093e-03 2.629875e-04
## 36 3.034472e-04 0.000000e+00 8.071694e-03 2.528726e-03 1.618385e-04
## 37 1.416087e-04 0.000000e+00 7.181583e-03 2.205049e-03 2.629875e-04
## 38 1.820683e-04 0.000000e+00 7.646868e-03 2.225279e-03 1.213789e-04
## 39 1.618385e-04 0.000000e+00 5.988024e-03 3.600906e-03 4.450558e-04
## 40 2.022981e-05 0.000000e+00 5.684577e-03 1.618385e-03 1.416087e-04
## 41 2.629875e-04 0.000000e+00 7.080434e-03 1.658844e-03 1.213789e-04
## 42 1.416087e-04 0.000000e+00 6.170092e-03 2.164590e-03 4.248260e-04
## 43 1.213789e-04 0.000000e+00 6.675838e-03 1.759994e-03 2.225279e-04
## 44 1.011491e-04 0.000000e+00 5.684577e-03 1.153099e-03 6.271241e-04
## 45 6.068943e-05 0.000000e+00 5.178832e-03 9.912607e-04 0.000000e+00
## 46 8.091924e-05 0.000000e+00 5.340670e-03 2.083670e-03 1.213789e-04
## 47 3.843664e-04 0.000000e+00 5.279981e-03 1.942062e-03 5.057453e-04
## 48 6.068943e-05 0.000000e+00 4.410099e-03 2.103900e-03 4.045962e-05
## 49 8.091924e-05 0.000000e+00 4.652856e-03 1.557695e-03 1.011491e-04
## 50 0.000000e+00 0.000000e+00 5.097912e-03 1.840913e-03 1.618385e-04
## 51 8.091924e-05 0.000000e+00 4.551707e-03 3.095161e-03 3.236770e-04
## 52 6.068943e-05 0.000000e+00 5.522738e-03 1.780223e-03 3.034472e-04
## 53 4.045962e-05 0.000000e+00 5.441819e-03 9.912607e-04 1.618385e-04
## 54 1.416087e-04 0.000000e+00 3.863894e-03 1.254248e-03 8.091924e-05
## 55 1.011491e-04 0.000000e+00 5.077682e-03 9.912607e-04 1.213789e-04
## 56 0.000000e+00 0.000000e+00 5.603658e-03 1.436317e-03 3.439068e-04
## 57 1.820683e-04 0.000000e+00 5.583428e-03 1.416087e-03 3.236770e-04
## 58 1.011491e-04 0.000000e+00 5.725036e-03 1.942062e-03 2.629875e-04
## 59 6.068943e-05 0.000000e+00 4.612397e-03 1.031720e-03 4.652856e-04
## 60 1.618385e-04 0.000000e+00 6.938825e-03 1.254248e-03 2.629875e-04
## 61 2.022981e-05 0.000000e+00 3.661596e-03 5.462049e-04 2.225279e-04
## 62 8.091924e-05 0.000000e+00 4.329179e-03 5.664347e-04 4.045962e-04
## 63 0.000000e+00 0.000000e+00 3.054701e-03 1.658844e-03 3.236770e-04
## 64 1.213789e-04 0.000000e+00 4.248260e-03 7.687328e-04 2.427577e-04
## 65 6.068943e-05 0.000000e+00 5.623887e-03 1.820683e-03 2.225279e-04
## 66 0.000000e+00 0.000000e+00 3.095161e-03 6.878136e-04 2.225279e-04
## 67 0.000000e+00 0.000000e+00 4.005503e-03 7.485030e-04 4.652856e-04
## 68 2.022981e-05 0.000000e+00 2.832173e-03 1.436317e-03 2.022981e-05
## 69 4.045962e-05 0.000000e+00 3.014242e-03 8.901117e-04 1.213789e-04
## 70 0.000000e+00 0.000000e+00 2.609646e-03 7.687328e-04 8.496520e-04
## 71 0.000000e+00 0.000000e+00 2.346658e-03 5.866645e-04 2.427577e-04
## 72 0.000000e+00 0.000000e+00 1.355397e-03 8.294222e-04 1.416087e-04
## 73 0.000000e+00 0.000000e+00 2.022981e-03 4.652856e-04 6.068943e-05
## 74 0.000000e+00 0.000000e+00 2.933323e-03 7.889626e-04 1.416087e-04
## 75 1.213789e-04 0.000000e+00 1.517236e-03 3.641366e-04 0.000000e+00
## 76 0.000000e+00 0.000000e+00 7.485030e-04 3.439068e-04 6.068943e-05
## 77 0.000000e+00 0.000000e+00 9.912607e-04 1.820683e-04 3.641366e-04
## 78 0.000000e+00 0.000000e+00 9.508011e-04 1.618385e-04 0.000000e+00
## 79 8.091924e-05 0.000000e+00 1.436317e-03 5.866645e-04 0.000000e+00
## 80 0.000000e+00 0.000000e+00 1.193559e-03 5.462049e-04 1.416087e-04
## 81 0.000000e+00 0.000000e+00 3.439068e-04 2.225279e-04 0.000000e+00
## 82 0.000000e+00 0.000000e+00 3.641366e-04 4.248260e-04 0.000000e+00
## 83 0.000000e+00 0.000000e+00 1.820683e-04 5.866645e-04 4.045962e-05
## 84 2.022981e-05 0.000000e+00 4.045962e-05 8.091924e-05 4.045962e-05
## 85 0.000000e+00 0.000000e+00 3.439068e-04 1.011491e-04 0.000000e+00
## 86 8.091924e-05 0.000000e+00 4.248260e-04 2.022981e-05 0.000000e+00
## 87 0.000000e+00 0.000000e+00 2.427577e-04 2.832173e-04 0.000000e+00
## 88 0.000000e+00 0.000000e+00 3.439068e-04 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 1.618385e-04 0.000000e+00 0.000000e+00
## 90 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 8.091924e-05
## 91 0.000000e+00 0.000000e+00 2.629875e-04 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 3.641366e-04 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 6.068943e-05 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 4.045962e-05 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 1.213789e-04 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 2.225279e-04 6.068943e-05 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 223 0.000000e+00 0.000000e+00 2.022981e-04 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05 0.000000e+00
## 571 0.000000e+00 0.000000e+00 1.416087e-04 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05 0.000000e+00
##
## SCRATCH SHIP TEST SMALL UNK UNKNOWN
## 0 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05 8.091924e-05
## 1 0.000000e+00 1.820683e-04 0.000000e+00 0.000000e+00 1.011491e-04
## 2 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05
## 3 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-04
## 4 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-04
## 5 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.236770e-04
## 6 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-04
## 7 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.236770e-04
## 8 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.225279e-04
## 9 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.843664e-04
## 10 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.173329e-03
## 11 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.213789e-04
## 12 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.855155e-04
## 13 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.820683e-04
## 14 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.034472e-04
## 15 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 16 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.034472e-04
## 17 2.022981e-05 0.000000e+00 0.000000e+00 0.000000e+00 1.820683e-04
## 18 4.045962e-05 0.000000e+00 0.000000e+00 0.000000e+00 1.416087e-04
## 19 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.236770e-04
## 20 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-05
## 21 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.618385e-04
## 22 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.213789e-04
## 23 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.416087e-04
## 24 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 8.091924e-05
## 25 0.000000e+00 1.011491e-04 0.000000e+00 0.000000e+00 6.473539e-04
## 26 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05
## 27 2.225279e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 28 1.416087e-04 0.000000e+00 0.000000e+00 0.000000e+00 1.618385e-04
## 29 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.618385e-04
## 30 0.000000e+00 2.427577e-04 0.000000e+00 0.000000e+00 4.045962e-05
## 31 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-05 1.618385e-04
## 32 0.000000e+00 1.011491e-04 0.000000e+00 0.000000e+00 4.045962e-05
## 33 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05
## 34 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.213789e-04
## 35 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05
## 36 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.439068e-04
## 37 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.416087e-04
## 38 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05
## 39 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 40 4.045962e-05 0.000000e+00 0.000000e+00 0.000000e+00 2.832173e-04
## 41 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 8.091924e-05
## 42 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.011491e-04
## 43 0.000000e+00 0.000000e+00 0.000000e+00 8.091924e-05 1.213789e-04
## 44 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.213789e-04
## 45 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.450558e-04
## 46 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05
## 47 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 48 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 49 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.011491e-04
## 50 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.248260e-04
## 51 0.000000e+00 8.091924e-05 0.000000e+00 0.000000e+00 1.618385e-04
## 52 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 3.439068e-04
## 53 0.000000e+00 1.011491e-04 0.000000e+00 0.000000e+00 6.068943e-05
## 54 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 55 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 8.091924e-05
## 56 0.000000e+00 0.000000e+00 4.045962e-05 0.000000e+00 2.629875e-04
## 57 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 58 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.832173e-04
## 59 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 60 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 61 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-05
## 62 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 63 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-05
## 64 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05
## 65 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.618385e-04
## 66 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05
## 67 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 68 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 69 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.820683e-04
## 70 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 6.068943e-05
## 71 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.416087e-04
## 72 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.820683e-04
## 73 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.618385e-04
## 74 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.629875e-04
## 75 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.045962e-05
## 76 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 77 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-05
## 78 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 79 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 80 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 81 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 82 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.011491e-04
## 83 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 84 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 85 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 86 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.427577e-04
## 87 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 88 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 89 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 90 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 91 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 92 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 93 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 95 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 97 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 101 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.022981e-05
## 223 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 355 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 571 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
## 768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
barplot(table(Dogs_Data$`Victim Age`))
hist(Dogs_Data$`Victim Age`)
# Analysis that I found on YouTube
nrow(Dogs_Data)
## [1] 76472
#Frequency Table for a variable
Victim_ages <- table(Dogs_Data$`Victim Age`)
Age_Proportions <- prop.table(Victim_ages)
# Frequency Table of ages and proportions
cbind(Victim_ages,Age_Proportions)
## Victim_ages Age_Proportions
## 0 105 2.067662e-03
## 1 646 1.272104e-02
## 2 877 1.726990e-02
## 3 965 1.900280e-02
## 4 861 1.695483e-02
## 5 1019 2.006617e-02
## 6 1001 1.971171e-02
## 7 881 1.734867e-02
## 8 1232 2.426056e-02
## 9 1080 2.126738e-02
## 10 1129 2.223229e-02
## 11 941 1.853019e-02
## 12 966 1.902249e-02
## 13 739 1.455240e-02
## 14 837 1.648222e-02
## 15 706 1.390256e-02
## 16 690 1.358749e-02
## 17 729 1.435548e-02
## 18 636 1.252412e-02
## 19 579 1.140168e-02
## 20 615 1.211059e-02
## 21 881 1.734867e-02
## 22 942 1.854988e-02
## 23 1015 1.998740e-02
## 24 956 1.882557e-02
## 25 1178 2.319720e-02
## 26 1365 2.687960e-02
## 27 1047 2.061754e-02
## 28 1031 2.030247e-02
## 29 939 1.849080e-02
## 30 990 1.949510e-02
## 31 962 1.894372e-02
## 32 880 1.732897e-02
## 33 774 1.524162e-02
## 34 708 1.394195e-02
## 35 739 1.455240e-02
## 36 725 1.427671e-02
## 37 656 1.291796e-02
## 38 674 1.327242e-02
## 39 653 1.285889e-02
## 40 555 1.092907e-02
## 41 606 1.193336e-02
## 42 614 1.209090e-02
## 43 633 1.246505e-02
## 44 527 1.037769e-02
## 45 500 9.846008e-03
## 46 477 9.393092e-03
## 47 574 1.130322e-02
## 48 477 9.393092e-03
## 49 497 9.786932e-03
## 50 506 9.964161e-03
## 51 497 9.786932e-03
## 52 560 1.102753e-02
## 53 525 1.033831e-02
## 54 378 7.443582e-03
## 55 426 8.388799e-03
## 56 460 9.058328e-03
## 57 484 9.530936e-03
## 58 536 1.055492e-02
## 59 406 7.994959e-03
## 60 669 1.317396e-02
## 61 352 6.931590e-03
## 62 370 7.286046e-03
## 63 387 7.620811e-03
## 64 385 7.581426e-03
## 65 509 1.002324e-02
## 66 247 4.863928e-03
## 67 363 7.148202e-03
## 68 314 6.183293e-03
## 69 291 5.730377e-03
## 70 274 5.395613e-03
## 71 243 4.785160e-03
## 72 160 3.150723e-03
## 73 171 3.367335e-03
## 74 285 5.612225e-03
## 75 182 3.583947e-03
## 76 87 1.713205e-03
## 77 112 2.205506e-03
## 78 104 2.047970e-03
## 79 131 2.579654e-03
## 80 120 2.363042e-03
## 81 36 7.089126e-04
## 82 81 1.595053e-03
## 83 42 8.270647e-04
## 84 38 7.482966e-04
## 85 25 4.923004e-04
## 86 47 9.255248e-04
## 87 26 5.119924e-04
## 88 21 4.135324e-04
## 89 14 2.756882e-04
## 90 25 4.923004e-04
## 91 16 3.150723e-04
## 92 18 3.544563e-04
## 93 3 5.907605e-05
## 95 2 3.938403e-05
## 97 6 1.181521e-04
## 101 14 2.756882e-04
## 117 3 5.907605e-05
## 223 10 1.969202e-04
## 355 3 5.907605e-05
## 571 7 1.378441e-04
## 768 2 3.938403e-05