Last updated: 2024-07-20

Checks: 6 1

Knit directory: PODFRIDGE/

This reproducible R Markdown analysis was created with workflowr (version 1.7.1). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.


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File Version Author Date Message
Rmd d0fa29a Alec Yueh 2024-07-17 Murphy Data
html d0fa29a Alec Yueh 2024-07-17 Murphy Data
Rmd a2f6579 Alec Yueh 2024-07-08 created Murphy page
html a2f6579 Alec Yueh 2024-07-08 created Murphy page

Database of Murphy Data

library(tidyverse)
── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.1.4     ✔ readr     2.1.5
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ ggplot2   3.5.1     ✔ tibble    3.2.1
✔ lubridate 1.9.3     ✔ tidyr     1.3.1
✔ purrr     1.0.2     
── 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(readr)
library(knitr)
murphy_appendix <- read_csv("murphy_foia_cleaned.csv")
New names:
Rows: 929 Columns: 6
── Column specification
──────────────────────────────────────────────────────── Delimiter: "," chr
(4): State, variable_detailed, variable_type, value_type dbl (2): ...1, value
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.
• `` -> `...1`
kable(murphy_appendix)
…1 State variable_detailed variable_type value value_type
1 South Dakota male_total sex 51197.0000 number
2 South Dakota male_total sex 16556.0000 number
3 South Dakota asian_total race 56.0000 number
4 South Dakota black_total race 4041.0000 number
5 South Dakota hispanic_total race 2949.0000 number
6 South Dakota native_american_total race 14593.0000 number
7 South Dakota other_total race 891.0000 number
8 South Dakota asian_total race 45223.0000 number
9 California male_total sex 1603222.0000 number
10 California male_total sex 309827.0000 number
11 California unknown_convicted_offender sex 106850.0000 number
12 California male_total sex 524231.0000 number
13 California male_total sex 208225.0000 number
14 California unknown_arrestee sex 19366.0000 number
15 California convicted_offender_total offender_type 2019899.0000 number
16 California arrestee_total offender_type 751822.0000 number
17 California african_american_convicted_offender race 368952.0000 number
18 California asian_total race 588555.0000 number
19 California hispanic_total race 652121.0000 number
20 California asian_total race 16384.0000 number
21 California african_american_arrestee race 104741.0000 number
22 California asian_total race 231313.0000 number
23 California hispanic_total race 308450.0000 number
24 California asian_total race 11191.0000 number
25 Indiana convicted_offender_total offender_type 279654.0000 number
26 Indiana arrestee_total offender_type 21087.0000 number
27 Indiana male_total sex 0.8000 proportion
28 Indiana male_total sex 0.2000 proportion
29 Indiana asian_total race 0.7000 proportion
30 Indiana black_total race 0.2600 proportion
31 Indiana hispanic_total race 0.0400 proportion
32 Indiana other_total race 0.0100 proportion
33 Maine male_total sex 27894.0000 number
34 Maine male_total sex 5734.0000 number
35 Maine unknown sex 83.0000 number
36 Maine white_total race 31298.0000 number
37 Maine black_total race 1299.0000 number
38 Maine unknown race 470.0000 number
39 Maine native_american_total race 345.0000 number
40 Maine hispanic_total race 171.0000 number
41 Maine asian_total race 128.0000 number
42 Texas male_total sex 121434.0000 number
43 Texas male_total sex 18721.0000 number
44 Texas convicted_offender_total offender_type 845322.0000 number
45 Texas arrestee_total offender_type 73631.0000 number
46 Texas asian_total race 3361.0000 number
47 Texas african_american_convicted_offender race 254366.0000 number
48 Texas asian_total race 309010.0000 number
49 Texas hispanic_total race 276245.0000 number
50 Texas native_american_total race 138.0000 number
51 Texas other_total race 2173.0000 number
52 Texas asian_total race 497.0000 number
53 Texas african_american_arrestee race 12903.0000 number
54 Texas asian_total race 33486.0000 number
55 Texas hispanic_total race 24202.0000 number
56 Texas native_american_total race 24.0000 number
57 Texas other_total race 358.0000 number
58 Nevada arrestee_total offender_type 185074.0000 number
59 Nevada convicted_offender_total offender_type 159023.0000 number
60 Nevada male_total sex 280738.0000 number
61 Nevada male_total sex 63287.0000 number
62 Nevada unknown sex 72.0000 number
63 Nevada white_total race 238723.0000 number
64 Nevada unknown race 3491.0000 number
65 Nevada american_indian race 5710.0000 number
66 Nevada black_total race 88174.0000 number
67 Nevada asian_total race 7999.0000 number
68 Florida male_total sex 901126.0000 number
69 Florida male_total sex 260885.0000 number
70 Florida unknown sex 13380.0000 number
71 Florida african_american race 413733.0000 number
72 Florida asian_total race 2659.0000 number
73 Florida asian_total race 721485.0000 number
74 Florida hispanic_total race 28452.0000 number
75 Florida native_american_total race 667.0000 number
76 Florida other_total race 1176.0000 number
77 Florida unknown race 7219.0000 number
78 Alabama black_total race 0.4600 proportion
79 Alabama white_total race 0.5400 proportion
80 Alabama black_total race 18253.0000 number
81 Alabama white_total race 21292.0000 number
82 Alabama black_total race 0.2680 proportion
83 Alabama hispanic_total race 0.0420 proportion
84 Alabama asian_total race 0.0140 proportion
85 Alabama native_american_total race 0.0070 proportion
86 Alabama white_total race 0.6600 proportion
87 Alabama black_total race 0.0140 proportion
88 Alabama white_total race 0.0070 proportion
89 Alaska black_total race 0.0760 proportion
90 Alaska hispanic_total race 0.0280 proportion
91 Alaska asian_total race 0.0300 proportion
92 Alaska native_american_total race 0.4310 proportion
93 Alaska white_total race 0.4350 proportion
94 Alaska black_total race 914.0000 number
95 Alaska hispanic_total race 23604.0000 number
96 Alaska asian_total race 365.0000 number
97 Alaska native_american_total race 5191.0000 number
98 Alaska white_total race 5237.0000 number
99 Alaska black_total race 0.0390 proportion
100 Alaska hispanic_total race 0.0700 proportion
101 Alaska asian_total race 0.0630 proportion
102 Alaska native_american_total race 0.1480 proportion
103 Alaska white_total race 0.6150 proportion
104 Alaska black_total race 0.0320 proportion
105 Alaska hispanic_total race 0.0070 proportion
106 Alaska asian_total race 0.0080 proportion
107 Alaska native_american_total race 0.0470 proportion
108 Alaska white_total race 0.0120 proportion
109 Arizona black_total race 0.1260 proportion
110 Arizona hispanic_total race 0.3200 proportion
111 Arizona asian_total race 0.0050 proportion
112 Arizona native_american_total race 0.0820 proportion
113 Arizona white_total race 0.4660 proportion
114 Arizona black_total race 9313.0000 number
115 Arizona hispanic_total race 23604.0000 number
116 Arizona asian_total race 358.0000 number
117 Arizona native_american_total race 6041.0000 number
118 Arizona white_total race 34353.0000 number
119 Arizona black_total race 0.0480 proportion
120 Arizona hispanic_total race 0.3070 proportion
121 Arizona asian_total race 0.0340 proportion
122 Arizona native_american_total race 0.0530 proportion
123 Arizona white_total race 0.5580 proportion
124 Arizona black_total race 0.0280 proportion
125 Arizona hispanic_total race 0.0110 proportion
126 Arizona asian_total race 0.0020 proportion
127 Arizona native_american_total race 0.0160 proportion
128 Arizona white_total race 0.0090 proportion
129 Arkansas black_total race 0.4230 proportion
130 Arkansas hispanic_total race 0.0270 proportion
131 Arkansas asian_total race 0.0004 proportion
132 Arkansas white_total race 0.5500 proportion
133 Arkansas black_total race 4401.0000 number
134 Arkansas hispanic_total race 275.0000 number
135 Arkansas asian_total race 4.0000 number
136 Arkansas white_total race 5715.0000 number
137 Arkansas black_total race 0.1570 proportion
138 Arkansas hispanic_total race 0.0720 proportion
139 Arkansas asian_total race 0.0160 proportion
140 Arkansas native_american_total race 0.0100 number
141 Arkansas white_total race 0.7310 proportion
142 Arkansas black_total race 0.0090 proportion
143 Arkansas hispanic_total race 0.0010 proportion
144 Arkansas asian_total race 0.0001 proportion
145 Arkansas white_total race 0.0030 proportion
146 California black_total race 0.2500 proportion
147 California hispanic_total race 0.3760 proportion
148 California native_american_total race 0.0040 proportion
149 California white_total race 0.3700 proportion
150 California black_total race 141488.0000 number
151 California hispanic_total race 213361.0000 number
152 California native_american_total race 2177.0000 number
153 California white_total race 210144.0000 number
154 California black_total race 0.0650 proportion
155 California hispanic_total race 0.3880 proportion
156 California asian_total race 0.1470 proportion
157 California native_american_total race 0.0170 proportion
158 California white_total race 0.3800 proportion
159 California black_total race 0.0560 proportion
160 California hispanic_total race 0.0140 proportion
161 California native_american_total race 0.0030 proportion
162 California white_total race 0.0140 proportion
163 Colorado black_total race 0.1280 proportion
164 Colorado hispanic_total race 0.2400 proportion
165 Colorado asian_total race 0.0003 proportion
166 Colorado native_american_total race 0.0008 proportion
167 Colorado white_total race 0.6310 proportion
168 Colorado black_total race 28486.0000 number
169 Colorado hispanic_total race 53778.0000 number
170 Colorado asian_total race 61.0000 number
171 Colorado native_american_total race 189.0000 number
172 Colorado white_total race 140920.0000 number
173 Colorado black_total race 0.0450 proportion
174 Colorado hispanic_total race 0.2130 proportion
175 Colorado asian_total race 0.0320 proportion
176 Colorado native_american_total race 0.0160 proportion
177 Colorado white_total race 0.6870 proportion
178 Colorado black_total race 0.1140 proportion
179 Colorado hispanic_total race 0.0460 proportion
180 Colorado asian_total race 0.0003 proportion
181 Colorado native_american_total race 0.0020 proportion
182 Colorado white_total race 0.0370 proportion
183 Connecticut black_total race 0.2550 proportion
184 Connecticut hispanic_total race 0.1810 proportion
185 Connecticut white_total race 0.5640 proportion
186 Connecticut black_total race 2250.0000 number
187 Connecticut hispanic_total race 1591.0000 number
188 Connecticut white_total race 4968.0000 number
189 Connecticut black_total race 0.1160 proportion
190 Connecticut hispanic_total race 0.1540 proportion
191 Connecticut asian_total race 0.0460 proportion
192 Connecticut native_american_total race 0.0050 proportion
193 Connecticut white_total race 0.6820 proportion
194 Connecticut black_total race 0.0050 proportion
195 Connecticut hispanic_total race 0.0030 proportion
196 Connecticut white_total race 0.0020 proportion
197 Delaware black_total race 0.7990 proportion
198 Delaware hispanic_total race 0.0560 proportion
199 Delaware white_total race 0.1450 proportion
200 Delaware black_total race 9399.0000 number
201 Delaware hispanic_total race 660.0000 number
202 Delaware white_total race 1701.0000 number
203 Delaware black_total race 0.2240 proportion
204 Delaware hispanic_total race 0.0900 proportion
205 Delaware asian_total race 0.0390 proportion
206 Delaware native_american_total race 0.0070 proportion
207 Delaware white_total race 0.6320 proportion
208 Delaware black_total race 0.0440 proportion
209 Delaware hispanic_total race 0.0080 proportion
210 Delaware white_total race 0.0030 proportion
211 Florida black_total race 0.3480 proportion
212 Florida hispanic_total race 0.0050 proportion
213 Florida asian_total race 0.0060 proportion
214 Florida native_american_total race 0.0010 proportion
215 Florida white_total race 0.6400 proportion
216 Florida black_total race 20152.0000 number
217 Florida hispanic_total race 4338.0000 number
218 Florida asian_total race 4420.0000 number
219 Florida native_american_total race 1074.0000 number
220 Florida white_total race 514348.0000 number
221 Florida black_total race 0.1680 proportion
222 Florida hispanic_total race 0.2450 proportion
223 Florida asian_total race 0.0280 proportion
224 Florida native_american_total race 0.0050 proportion
225 Florida white_total race 0.5530 proportion
226 Florida black_total race 0.0810 proportion
227 Florida hispanic_total race 0.0010 proportion
228 Florida asian_total race 0.0080 proportion
229 Florida native_american_total race 0.1000 proportion
230 Florida white_total race 0.0450 proportion
231 Georgia black_total race 0.5450 proportion
232 Georgia hispanic_total race 0.0240 proportion
233 Georgia asian_total race 0.0040 proportion
234 Georgia native_american_total race 0.0005 proportion
235 Georgia white_total race 0.4210 proportion
236 Georgia black_total race 9851.0000 number
237 Georgia hispanic_total race 433.0000 number
238 Georgia asian_total race 72.0000 number
239 Georgia native_american_total race 9.0000 number
240 Georgia white_total race 4682.0000 number
241 Georgia black_total race 0.3170 proportion
242 Georgia hispanic_total race 0.0940 proportion
243 Georgia asian_total race 0.0400 proportion
244 Georgia native_american_total race 0.0050 proportion
245 Georgia white_total race 0.5390 proportion
246 Georgia black_total race 0.0030 proportion
247 Georgia hispanic_total race 0.0004 proportion
248 Georgia asian_total race 0.0002 proportion
249 Georgia native_american_total race 0.0002 proportion
250 Georgia white_total race 0.0010 proportion
251 Hawaii black_total race 0.0460 proportion
252 Hawaii hispanic_total race 0.0460 proportion
253 Hawaii asian_total race 0.2160 proportion
254 Hawaii native_american_total race 0.4210 proportion
255 Hawaii white_total race 0.2710 proportion
256 Hawaii black_total race 516.0000 number
257 Hawaii hispanic_total race 516.0000 number
258 Hawaii asian_total race 2399.0000 number
259 Hawaii native_american_total race 4682.0000 number
260 Hawaii white_total race 3018.0000 number
261 Hawaii black_total race 0.0260 proportion
262 Hawaii hispanic_total race 0.1040 proportion
263 Hawaii asian_total race 0.3730 proportion
264 Hawaii native_american_total race 0.0990 proportion
265 Hawaii white_total race 0.2290 proportion
266 Hawaii black_total race 0.0140 proportion
267 Hawaii hispanic_total race 0.0040 proportion
268 Hawaii asian_total race 0.0050 proportion
269 Hawaii native_american_total race 0.0330 proportion
270 Hawaii white_total race 0.0090 proportion
271 Idaho black_total race 0.0300 proportion
272 Idaho hispanic_total race 0.1620 proportion
273 Idaho native_american_total race 3.0000 proportion
274 Idaho white_total race 0.7780 proportion
275 Idaho black_total race 244.0000 number
276 Idaho hispanic_total race 1300.0000 number
277 Idaho native_american_total race 244.0000 number
278 Idaho white_total race 6253.0000 number
279 Idaho black_total race 0.0080 proportion
280 Idaho hispanic_total race 0.1220 proportion
281 Idaho asian_total race 0.0150 proportion
282 Idaho native_american_total race 0.0170 proportion
283 Idaho white_total race 0.8250 proportion
284 Idaho black_total race 0.0180 proportion
285 Idaho hispanic_total race 0.0060 proportion
286 Idaho native_american_total race 0.0090 proportion
287 Idaho white_total race 0.0050 proportion
288 Illinois black_total race 0.5820 proportion
289 Illinois hispanic_total race 0.1260 proportion
290 Illinois white_total race 0.2930 proportion
291 Illinois black_total race 18094.0000 number
292 Illinois hispanic_total race 3906.0000 number
293 Illinois white_total race 9094.0000 number
294 Illinois black_total race 0.1470 proportion
295 Illinois hispanic_total race 0.1690 proportion
296 Illinois asian_total race 0.0550 proportion
297 Illinois native_american_total race 0.0060 proportion
298 Illinois white_total race 0.6190 proportion
299 Illinois black_total race 0.0100 proportion
300 Illinois hispanic_total race 0.0020 proportion
301 Illinois white_total race 0.0010 proportion
302 Indiana black_total race 0.2480 proportion
303 Indiana hispanic_total race 0.0280 proportion
304 Indiana white_total race 0.7240 proportion
305 Indiana black_total race 3591.0000 number
306 Indiana hispanic_total race 398.0000 number
307 Indiana white_total race 10479.0000 number
308 Indiana black_total race 0.0960 proportion
309 Indiana hispanic_total race 0.0670 proportion
310 Indiana asian_total race 0.0210 proportion
311 Indiana native_american_total race 0.0040 proportion
312 Indiana white_total race 0.8000 proportion
313 Indiana black_total race 0.0060 proportion
314 Indiana hispanic_total race 0.0010 proportion
315 Indiana white_total race 0.0020 proportion
316 Iowa black_total race 0.2080 proportion
317 Iowa hispanic_total race 0.0330 proportion
318 Iowa asian_total race 0.0090 proportion
319 Iowa native_american_total race 0.0110 proportion
320 Iowa white_total race 0.7400 proportion
321 Iowa black_total race 4793.0000 number
322 Iowa hispanic_total race 751.0000 number
323 Iowa asian_total race 199.0000 number
324 Iowa native_american_total race 253.0000 number
325 Iowa white_total race 17021.0000 number
326 Iowa black_total race 0.0350 proportion
327 Iowa hispanic_total race 0.0570 proportion
328 Iowa asian_total race 0.0240 proportion
329 Iowa native_american_total race 0.0050 proportion
330 Iowa white_total race 0.8670 proportion
331 Iowa black_total race 0.0440 proportion
332 Iowa hispanic_total race 0.0040 proportion
333 Iowa asian_total race 0.0030 proportion
334 Iowa native_american_total race 0.0160 proportion
335 Iowa white_total race 0.0060 proportion
336 Kansas black_total race 0.2680 proportion
337 Kansas asian_total race 0.0010 proportion
338 Kansas native_american_total race 0.0030 proportion
339 Kansas white_total race 0.7280 proportion
340 Kansas black_total race 13016.0000 number
341 Kansas asian_total race 62.0000 number
342 Kansas native_american_total race 142.0000 number
343 Kansas white_total race 35318.0000 number
344 Kansas black_total race 0.0630 proportion
345 Kansas hispanic_total race 0.1160 proportion
346 Kansas asian_total race 0.0290 proportion
347 Kansas native_american_total race 0.0120 proportion
348 Kansas white_total race 0.7640 proportion
349 Kansas black_total race 0.0700 proportion
350 Kansas asian_total race 0.0010 proportion
351 Kansas native_american_total race 0.0040 proportion
352 Kansas white_total race 0.0060 proportion
353 Kentucky black_total race 0.2930 proportion
354 Kentucky hispanic_total race 0.0510 proportion
355 Kentucky native_american_total race 0.0100 proportion
356 Kentucky white_total race 0.6470 proportion
357 Kentucky black_total race 34762.0000 number
358 Kentucky hispanic_total race 5993.0000 number
359 Kentucky native_american_total race 1199.0000 number
360 Kentucky white_total race 76716.0000 number
361 Kentucky black_total race 0.0830 proportion
362 Kentucky hispanic_total race 0.0340 proportion
363 Kentucky asian_total race 0.0140 proportion
364 Kentucky native_american_total race 0.0030 proportion
365 Kentucky white_total race 0.8510 proportion
366 Kentucky black_total race 0.0940 proportion
367 Kentucky hispanic_total race 0.0400 proportion
368 Kentucky native_american_total race 0.0900 proportion
369 Kentucky white_total race 0.0200 proportion
370 Louisiana black_total race 0.6580 proportion
371 Louisiana hispanic_total race 0.0400 proportion
372 Louisiana white_total race 0.3020 proportion
373 Louisiana black_total race 10840.0000 number
374 Louisiana hispanic_total race 657.0000 number
375 Louisiana white_total race 4972.0000 number
376 Louisiana black_total race 0.3250 proportion
377 Louisiana hispanic_total race 0.0500 proportion
378 Louisiana asian_total race 0.0180 proportion
379 Louisiana native_american_total race 0.0080 proportion
380 Louisiana white_total race 0.5910 proportion
381 Louisiana black_total race 0.0070 proportion
382 Louisiana hispanic_total race 0.0030 proportion
383 Louisiana white_total race 0.0020 proportion
384 Maine black_total race 0.0710 proportion
385 Maine hispanic_total race 0.0200 proportion
386 Maine native_american_total race 0.0200 proportion
387 Maine white_total race 0.8890 proportion
388 Maine black_total race 226.0000 number
389 Maine hispanic_total race 65.0000 number
390 Maine native_american_total race 65.0000 number
391 Maine white_total race 2846.0000 number
392 Maine black_total race 0.0140 proportion
393 Maine hispanic_total race 0.0160 proportion
394 Maine asian_total race 0.0120 proportion
395 Maine native_american_total race 0.0070 proportion
396 Maine white_total race 0.9360 proportion
397 Maine black_total race 0.0120 proportion
398 Maine hispanic_total race 0.0030 proportion
399 Maine native_american_total race 0.0070 proportion
400 Maine white_total race 0.0020 proportion
401 Maryland black_total race 0.6280 proportion
402 Maryland asian_total race 0.0070 proportion
403 Maryland native_american_total race 0.0010 proportion
404 Maryland white_total race 0.3640 proportion
405 Maryland black_total race 34835.0000 number
406 Maryland asian_total race 372.0000 number
407 Maryland native_american_total race 77.0000 number
408 Maryland white_total race 20207.0000 number
409 Maryland black_total race 0.3050 proportion
410 Maryland hispanic_total race 0.0950 proportion
411 Maryland asian_total race 0.0650 proportion
412 Maryland native_american_total race 0.0060 proportion
413 Maryland white_total race 0.0520 proportion
414 Maryland black_total race 0.0190 proportion
415 Maryland asian_total race 0.0010 proportion
416 Maryland native_american_total race 0.0020 proportion
417 Maryland white_total race 0.0070 proportion
418 Massachusetts black_total race 0.1850 proportion
419 Massachusetts hispanic_total race 0.1560 proportion
420 Massachusetts white_total race 0.6590 proportion
421 Massachusetts black_total race 2712.0000 number
422 Massachusetts hispanic_total race 2288.0000 number
423 Massachusetts white_total race 9681.0000 number
424 Massachusetts black_total race 0.0840 proportion
425 Massachusetts hispanic_total race 0.1120 proportion
426 Massachusetts asian_total race 0.0660 proportion
427 Massachusetts native_american_total race 0.0050 proportion
428 Massachusetts white_total race 0.7350 proportion
429 Massachusetts black_total race 0.0050 proportion
430 Massachusetts hispanic_total race 0.0030 proportion
431 Massachusetts white_total race 0.0020 proportion
432 Michigan black_total race 0.3340 proportion
433 Michigan hispanic_total race 0.0010 proportion
434 Michigan asian_total race 0.0040 proportion
435 Michigan native_american_total race 0.0050 proportion
436 Michigan white_total race 0.6550 proportion
437 Michigan black_total race 85888.0000 number
438 Michigan hispanic_total race 357.0000 number
439 Michigan asian_total race 946.0000 number
440 Michigan native_american_total race 1347.0000 number
441 Michigan white_total race 168422.0000 number
442 Michigan black_total race 0.1420 proportion
443 Michigan hispanic_total race 0.0490 proportion
444 Michigan asian_total race 0.0300 proportion
445 Michigan native_american_total race 0.0070 proportion
446 Michigan white_total race 0.7560 proportion
447 Michigan black_total race 0.0610 proportion
448 Michigan hispanic_total race 0.0010 proportion
449 Michigan asian_total race 0.0030 proportion
450 Michigan native_american_total race 0.0190 proportion
451 Michigan white_total race 0.0220 proportion
452 Minnesota black_total race 0.2560 proportion
453 Minnesota asian_total race 0.0270 proportion
454 Minnesota native_american_total race 0.0510 proportion
455 Minnesota white_total race 0.6670 proportion
456 Minnesota black_total race 39743.0000 number
457 Minnesota asian_total race 4129.0000 number
458 Minnesota native_american_total race 7912.0000 number
459 Minnesota white_total race 103741.0000 number
460 Minnesota black_total race 0.0600 proportion
461 Minnesota hispanic_total race 0.0520 proportion
462 Minnesota asian_total race 0.0490 proportion
463 Minnesota native_american_total race 0.0130 proportion
464 Minnesota white_total race 0.8100 proportion
465 Minnesota black_total race 0.1200 proportion
466 Minnesota asian_total race 0.0150 proportion
467 Minnesota native_american_total race 0.1100 proportion
468 Minnesota white_total race 0.0230 proportion
469 Mississippi black_total race 0.5960 proportion
470 Mississippi hispanic_total race 0.0090 proportion
471 Mississippi white_total race 0.3950 proportion
472 Mississippi black_total race 6328.0000 number
473 Mississippi hispanic_total race 91.0000 number
474 Mississippi white_total race 4193.0000 number
475 Mississippi black_total race 0.3760 proportion
476 Mississippi hispanic_total race 0.0310 proportion
477 Mississippi asian_total race 0.0110 proportion
478 Mississippi native_american_total race 0.0060 proportion
479 Mississippi white_total race 0.5700 proportion
480 Mississippi black_total race 0.0060 proportion
481 Mississippi hispanic_total race 0.0010 proportion
482 Mississippi white_total race 0.0030 proportion
483 Missouri black_total race 0.3140 proportion
484 Missouri hispanic_total race 0.0110 proportion
485 Missouri asian_total race 0.0040 proportion
486 Missouri native_american_total race 0.0020 proportion
487 Missouri white_total race 0.6690 proportion
488 Missouri black_total race 3701.0000 number
489 Missouri hispanic_total race 130.0000 number
490 Missouri asian_total race 50.0000 number
491 Missouri native_american_total race 20.0000 number
492 Missouri white_total race 7882.0000 number
493 Missouri black_total race 0.1180 proportion
494 Missouri hispanic_total race 0.0410 proportion
495 Missouri asian_total race 0.0200 proportion
496 Missouri native_american_total race 0.0060 proportion
497 Missouri white_total race 0.7980 proportion
498 Missouri black_total race 0.0050 proportion
499 Missouri hispanic_total race 0.0010 proportion
500 Missouri asian_total race 0.0004 proportion
501 Missouri native_american_total race 0.0010 proportion
502 Missouri white_total race 0.0020 proportion
503 Montana black_total race 0.0190 proportion
504 Montana asian_total race 0.0100 proportion
505 Montana native_american_total race 0.1740 proportion
506 Montana white_total race 0.7970 proportion
507 Montana black_total race 47.0000 number
508 Montana asian_total race 24.0000 number
509 Montana native_american_total race 428.0000 number
510 Montana white_total race 1961.0000 number
511 Montana black_total race 0.0060 proportion
512 Montana hispanic_total race 0.0360 proportion
513 Montana asian_total race 0.0080 proportion
514 Montana native_american_total race 0.0660 proportion
515 Montana white_total race 0.8650 proportion
516 Montana black_total race 0.0080 proportion
517 Montana asian_total race 0.0030 proportion
518 Montana native_american_total race 0.0060 proportion
519 Montana white_total race 0.0020 proportion
520 Nebraska black_total race 0.2310 proportion
521 Nebraska hispanic_total race 0.1140 proportion
522 Nebraska asian_total race 0.0050 proportion
523 Nebraska native_american_total race 0.0460 proportion
524 Nebraska white_total race 0.6050 proportion
525 Nebraska black_total race 566.0000 number
526 Nebraska hispanic_total race 279.0000 number
527 Nebraska asian_total race 11.0000 number
528 Nebraska native_american_total race 112.0000 number
529 Nebraska white_total race 1483.0000 number
530 Nebraska black_total race 0.0500 proportion
531 Nebraska hispanic_total race 0.1040 proportion
532 Nebraska asian_total race 0.0230 proportion
533 Nebraska native_american_total race 0.0140 proportion
534 Nebraska white_total race 0.8000 proportion
535 Nebraska black_total race 0.0060 proportion
536 Nebraska hispanic_total race 0.0010 proportion
537 Nebraska asian_total race 0.0003 proportion
538 Nebraska native_american_total race 0.0040 proportion
539 Nebraska white_total race 0.0010 proportion
540 Nevada black_total race 0.2850 proportion
541 Nevada hispanic_total race 0.2130 proportion
542 Nevada asian_total race 0.0240 proportion
543 Nevada native_american_total race 0.0180 proportion
544 Nevada white_total race 0.4600 proportion
545 Nevada black_total race 1602.0000 number
546 Nevada hispanic_total race 1201.0000 number
547 Nevada asian_total race 135.0000 number
548 Nevada native_american_total race 101.0000 number
549 Nevada white_total race 2590.0000 number
550 Nevada black_total race 0.0930 proportion
551 Nevada hispanic_total race 0.2810 proportion
552 Nevada asian_total race 0.0850 proportion
553 Nevada native_american_total race 0.0160 proportion
554 Nevada white_total race 0.5070 proportion
555 Nevada black_total race 0.0060 proportion
556 Nevada hispanic_total race 0.0020 proportion
557 Nevada asian_total race 0.0010 proportion
558 Nevada native_american_total race 0.0020 proportion
559 Nevada white_total race 0.0020 proportion
560 New_Hampshire black_total race 0.0640 proportion
561 New_Hampshire asian_total race 0.0050 proportion
562 New_Hampshire native_american_total race 0.0050 proportion
563 New_Hampshire white_total race 0.9260 proportion
564 New_Hampshire black_total race 40.0000 number
565 New_Hampshire asian_total race 3.0000 number
566 New_Hampshire native_american_total race 3.0000 number
567 New_Hampshire white_total race 578.0000 number
568 New_Hampshire black_total race 0.0150 proportion
569 New_Hampshire hispanic_total race 0.0340 proportion
570 New_Hampshire asian_total race 0.0260 proportion
571 New_Hampshire native_american_total race 0.0020 proportion
572 New_Hampshire white_total race 0.9100 proportion
573 New_Hampshire black_total race 0.0020 proportion
574 New_Hampshire asian_total race 0.0001 proportion
575 New_Hampshire native_american_total race 0.0010 proportion
576 New_Hampshire white_total race 0.0010 proportion
577 New_Jersey black_total race 0.5280 proportion
578 New_Jersey hispanic_total race 0.0840 proportion
579 New_Jersey asian_total race 0.0130 proportion
580 New_Jersey native_american_total race 0.0010 proportion
581 New_Jersey white_total race 0.3750 proportion
582 New_Jersey black_total race 9444.0000 number
583 New_Jersey hispanic_total race 1499.0000 number
584 New_Jersey asian_total race 225.0000 number
585 New_Jersey native_american_total race 22.0000 number
586 New_Jersey white_total race 6708.0000 number
587 New_Jersey black_total race 0.1480 proportion
588 New_Jersey hispanic_total race 0.1970 proportion
589 New_Jersey asian_total race 0.0970 proportion
590 New_Jersey native_american_total race 0.0060 proportion
591 New_Jersey white_total race 0.5620 proportion
592 New_Jersey black_total race 0.0070 proportion
593 New_Jersey hispanic_total race 0.0010 proportion
594 New_Jersey asian_total race 0.0003 proportion
595 New_Jersey native_american_total race 0.0004 proportion
596 New_Jersey white_total race 0.0010 proportion
597 New_Mexico black_total race 0.0600 proportion
598 New_Mexico hispanic_total race 0.5200 proportion
599 New_Mexico native_american_total race 0.1100 proportion
600 New_Mexico white_total race 0.3100 proportion
601 New_Mexico black_total race 157.0000 number
602 New_Mexico hispanic_total race 1363.0000 number
603 New_Mexico native_american_total race 288.0000 number
604 New_Mexico white_total race 813.0000 number
605 New_Mexico black_total race 0.0260 proportion
606 New_Mexico hispanic_total race 0.4800 proportion
607 New_Mexico asian_total race 0.0170 proportion
608 New_Mexico native_american_total race 0.1050 proportion
609 New_Mexico white_total race 0.3840 proportion
610 New_Mexico black_total race 0.0030 proportion
611 New_Mexico hispanic_total race 0.0010 proportion
612 New_Mexico native_american_total race 0.0010 proportion
613 New_Mexico white_total race 0.0010 proportion
614 New_York black_total race 0.5180 proportion
615 New_York hispanic_total race 0.3160 proportion
616 New_York asian_total race 0.0370 proportion
617 New_York white_total race 0.1290 proportion
618 New_York black_total race 68684.0000 number
619 New_York hispanic_total race 41970.0000 number
620 New_York asian_total race 4939.0000 number
621 New_York white_total race 17116.0000 number
622 New_York black_total race 0.1760 proportion
623 New_York hispanic_total race 0.1880 proportion
624 New_York asian_total race 0.0880 proportion
625 New_York native_american_total race 0.0010 proportion
626 New_York white_total race 0.5600 proportion
627 New_York black_total race 0.0200 proportion
628 New_York hispanic_total race 0.0110 proportion
629 New_York asian_total race 0.0030 proportion
630 New_York white_total race 0.0020 proportion
631 North_Carolina black_total race 0.5230 proportion
632 North_Carolina asian_total race 0.0005 proportion
633 North_Carolina native_american_total race 0.0010 proportion
634 North_Carolina white_total race 0.4750 proportion
635 North_Carolina black_total race 12270.0000 number
636 North_Carolina asian_total race 11.0000 number
637 North_Carolina native_american_total race 31.0000 number
638 North_Carolina white_total race 11138.0000 number
639 North_Carolina black_total race 0.2210 proportion
640 North_Carolina hispanic_total race 0.0910 proportion
641 North_Carolina asian_total race 0.0280 proportion
642 North_Carolina native_american_total race 0.0160 proportion
643 North_Carolina white_total race 0.6380 proportion
644 North_Carolina black_total race 0.0060 proportion
645 North_Carolina native_american_total race 0.0002 proportion
646 North_Carolina white_total race 0.0020 proportion
647 North_Dakota black_total race 0.0920 proportion
648 North_Dakota hispanic_total race 0.0030 proportion
649 North_Dakota asian_total race 0.0060 proportion
650 North_Dakota native_american_total race 0.1510 proportion
651 North_Dakota white_total race 0.7450 proportion
652 North_Dakota black_total race 2983.0000 number
653 North_Dakota hispanic_total race 92.0000 number
654 North_Dakota asian_total race 178.0000 number
655 North_Dakota native_american_total race 4893.0000 number
656 North_Dakota white_total race 24363.0000 number
657 North_Dakota black_total race 0.0240 proportion
658 North_Dakota hispanic_total race 0.0350 proportion
659 North_Dakota asian_total race 0.0140 proportion
660 North_Dakota native_american_total race 0.0550 proportion
661 North_Dakota white_total race 0.8580 proportion
662 North_Dakota black_total race 0.1640 proportion
663 North_Dakota hispanic_total race 0.0040 proportion
664 North_Dakota asian_total race 0.0170 proportion
665 North_Dakota native_american_total race 0.1170 proportion
666 North_Dakota white_total race 0.0380 proportion
667 Ohio black_total race 0.3620 proportion
668 Ohio hispanic_total race 0.0060 proportion
669 Ohio asian_total race 0.0003 proportion
670 Ohio native_american_total race 0.0002 proportion
671 Ohio white_total race 0.6320 proportion
672 Ohio black_total race 26015.0000 number
673 Ohio hispanic_total race 402.0000 number
674 Ohio asian_total race 25.0000 number
675 Ohio native_american_total race 17.0000 number
676 Ohio white_total race 45454.0000 number
677 Ohio black_total race 0.1270 proportion
678 Ohio hispanic_total race 0.0360 proportion
679 Ohio asian_total race 0.0210 proportion
680 Ohio native_american_total race 0.0030 proportion
681 Ohio white_total race 0.7980 proportion
682 Ohio black_total race 0.0180 proportion
683 Ohio hispanic_total race 0.0010 proportion
684 Ohio asian_total race 0.0001 proportion
685 Ohio native_american_total race 0.0010 proportion
686 Ohio white_total race 0.0050 proportion
687 Oklahoma black_total race 0.2670 proportion
688 Oklahoma hispanic_total race 0.0770 proportion
689 Oklahoma native_american_total race 0.1080 proportion
690 Oklahoma white_total race 0.5490 proportion
691 Oklahoma black_total race 2841.0000 number
692 Oklahoma hispanic_total race 815.0000 number
693 Oklahoma native_american_total race 1147.0000 number
694 Oklahoma white_total race 5853.0000 number
695 Oklahoma black_total race 0.0780 proportion
696 Oklahoma hispanic_total race 0.1010 proportion
697 Oklahoma asian_total race 0.0220 proportion
698 Oklahoma native_american_total race 0.0910 proportion
699 Oklahoma white_total race 0.6650 proportion
700 Oklahoma black_total race 0.0090 proportion
701 Oklahoma hispanic_total race 0.0020 proportion
702 Oklahoma native_american_total race 0.0030 proportion
703 Oklahoma white_total race 0.0020 proportion
704 Oregon black_total race 0.1020 proportion
705 Oregon hispanic_total race 0.1630 proportion
706 Oregon native_american_total race 0.0310 proportion
707 Oregon white_total race 0.7040 proportion
708 Oregon black_total race 515.0000 number
709 Oregon hispanic_total race 824.0000 number
710 Oregon native_american_total race 154.0000 number
711 Oregon white_total race 3552.0000 number
712 Oregon black_total race 0.0210 proportion
713 Oregon hispanic_total race 0.1270 proportion
714 Oregon asian_total race 0.0440 proportion
715 Oregon native_american_total race 0.0180 proportion
716 Oregon white_total race 0.7660 proportion
717 Oregon black_total race 0.0060 proportion
718 Oregon hispanic_total race 0.0020 proportion
719 Oregon native_american_total race 0.0020 proportion
720 Oregon white_total race 0.0010 proportion
721 Pennsylvania black_total race 0.4060 proportion
722 Pennsylvania hispanic_total race 0.0970 proportion
723 Pennsylvania white_total race 0.4970 proportion
724 Pennsylvania black_total race 4159.0000 number
725 Pennsylvania hispanic_total race 991.0000 number
726 Pennsylvania white_total race 5088.0000 number
727 Pennsylvania black_total race 0.1170 proportion
728 Pennsylvania hispanic_total race 0.0680 proportion
729 Pennsylvania asian_total race 0.0340 proportion
730 Pennsylvania native_american_total race 0.0040 proportion
731 Pennsylvania white_total race 0.7740 proportion
732 Pennsylvania black_total race 0.0030 proportion
733 Pennsylvania hispanic_total race 0.0010 proportion
734 Pennsylvania white_total race 0.0010 proportion
735 Rhode_Island black_total race 0.2540 proportion
736 Rhode_Island hispanic_total race 0.2030 proportion
737 Rhode_Island white_total race 0.5430 proportion
738 Rhode_Island black_total race 3672.0000 number
739 Rhode_Island hispanic_total race 2941.0000 number
740 Rhode_Island white_total race 7852.0000 number
741 Rhode_Island black_total race 0.0790 proportion
742 Rhode_Island hispanic_total race 0.1440 proportion
743 Rhode_Island asian_total race 0.0360 proportion
744 Rhode_Island native_american_total race 0.0100 proportion
745 Rhode_Island white_total race 0.7390 proportion
746 Rhode_Island black_total race 0.0440 proportion
747 Rhode_Island hispanic_total race 0.0190 proportion
748 Rhode_Island white_total race 0.0100 proportion
749 South_Carolina black_total race 0.5400 proportion
750 South_Carolina white_total race 0.4600 proportion
751 South_Carolina black_total race 3752.0000 number
752 South_Carolina white_total race 3203.0000 number
753 South_Carolina black_total race 0.2760 proportion
754 South_Carolina hispanic_total race 0.0550 proportion
755 South_Carolina asian_total race 0.0160 proportion
756 South_Carolina native_american_total race 0.0050 proportion
757 South_Carolina white_total race 0.6380 proportion
758 South_Carolina black_total race 0.0030 proportion
759 South_Carolina white_total race 0.0010 proportion
760 South_Dakota black_total race 0.0730 proportion
761 South_Dakota asian_total race 0.0070 proportion
762 South_Dakota native_american_total race 0.2960 proportion
763 South_Dakota white_total race 0.6250 proportion
764 South_Dakota black_total race 2961.0000 number
765 South_Dakota asian_total race 287.0000 number
766 South_Dakota native_american_total race 12028.0000 number
767 South_Dakota white_total race 25411.0000 number
768 South_Dakota black_total race 0.0180 proportion
769 South_Dakota hispanic_total race 0.0360 proportion
770 South_Dakota asian_total race 0.0140 proportion
771 South_Dakota native_american_total race 0.0890 proportion
772 South_Dakota white_total race 0.8290 proportion
773 South_Dakota black_total race 0.1900 proportion
774 South_Dakota asian_total race 0.0240 proportion
775 South_Dakota native_american_total race 0.1560 proportion
776 South_Dakota white_total race 0.0350 proportion
777 Tennessee black_total race 0.3590 proportion
778 Tennessee hispanic_total race 0.0050 proportion
779 Tennessee asian_total race 0.0030 proportion
780 Tennessee native_american_total race 0.0010 proportion
781 Tennessee white_total race 0.6320 proportion
782 Tennessee black_total race 14544.0000 number
783 Tennessee hispanic_total race 213.0000 number
784 Tennessee asian_total race 127.0000 number
785 Tennessee native_american_total race 40.0000 number
786 Tennessee white_total race 25620.0000 number
787 Tennessee black_total race 0.1710 proportion
788 Tennessee hispanic_total race 0.0520 proportion
789 Tennessee asian_total race 0.0180 proportion
790 Tennessee native_american_total race 0.0040 proportion
791 Tennessee white_total race 0.7440 proportion
792 Tennessee black_total race 0.0130 proportion
793 Tennessee hispanic_total race 0.0010 proportion
794 Tennessee asian_total race 0.0010 proportion
795 Tennessee native_american_total race 0.0020 proportion
796 Tennessee white_total race 0.0050 proportion
797 Texas black_total race 0.3120 proportion
798 Texas hispanic_total race 0.3280 proportion
799 Texas white_total race 0.3600 proportion
800 Texas black_total race 22169.0000 number
801 Texas hispanic_total race 23267.0000 number
802 Texas white_total race 25519.0000 number
803 Texas black_total race 0.1250 proportion
804 Texas hispanic_total race 0.3880 proportion
805 Texas asian_total race 0.0470 proportion
806 Texas native_american_total race 0.0100 proportion
807 Texas white_total race 0.4300 proportion
808 Texas black_total race 0.0060 proportion
809 Texas hispanic_total race 0.0020 proportion
810 Texas white_total race 0.0020 proportion
811 Utah black_total race 0.0540 proportion
812 Utah hispanic_total race 0.0010 proportion
813 Utah asian_total race 0.0240 proportion
814 Utah native_american_total race 0.0590 proportion
815 Utah white_total race 0.8620 proportion
816 Utah black_total race 5993.0000 number
817 Utah hispanic_total race 141.0000 number
818 Utah asian_total race 2597.0000 number
819 Utah native_american_total race 6466.0000 number
820 Utah white_total race 94992.0000 number
821 Utah black_total race 0.0130 proportion
822 Utah hispanic_total race 0.1370 proportion
823 Utah asian_total race 0.0250 proportion
824 Utah native_american_total race 0.0150 proportion
825 Utah white_total race 0.7900 proportion
826 Utah black_total race 0.1500 proportion
827 Utah hispanic_total race 0.0003 proportion
828 Utah asian_total race 0.0340 proportion
829 Utah native_american_total race 0.1410 proportion
830 Utah white_total race 0.0390 proportion
831 Vermont black_total race 0.1070 proportion
832 Vermont asian_total race 0.0090 proportion
833 Vermont native_american_total race 0.0040 proportion
834 Vermont white_total race 0.8800 proportion
835 Vermont black_total race 295.0000 number
836 Vermont asian_total race 25.0000 number
837 Vermont native_american_total race 11.0000 number
838 Vermont white_total race 2423.0000 number
839 Vermont black_total race 0.0130 proportion
840 Vermont hispanic_total race 0.0180 proportion
841 Vermont asian_total race 0.0160 proportion
842 Vermont native_american_total race 0.0040 proportion
843 Vermont white_total race 0.9330 proportion
844 Vermont black_total race 0.0360 proportion
845 Vermont asian_total race 0.0030 proportion
846 Vermont native_american_total race 0.0040 proportion
847 Vermont white_total race 0.0040 proportion
848 Virginia black_total race 0.5050 proportion
849 Virginia hispanic_total race 0.0240 proportion
850 Virginia white_total race 0.4710 proportion
851 Virginia black_total race 6249.0000 number
852 Virginia hispanic_total race 294.0000 number
853 Virginia white_total race 5836.0000 number
854 Virginia black_total race 0.1970 proportion
855 Virginia hispanic_total race 0.0900 proportion
856 Virginia asian_total race 0.0650 proportion
857 Virginia native_american_total race 0.0050 proportion
858 Virginia white_total race 0.6270 proportion
859 Virginia black_total race 0.0040 proportion
860 Virginia hispanic_total race 0.0004 proportion
861 Virginia white_total race 0.0010 proportion
862 Washington black_total race 0.1860 proportion
863 Washington hispanic_total race 0.1440 proportion
864 Washington native_american_total race 0.0520 proportion
865 Washington white_total race 0.6190 proportion
866 Washington black_total race 1376.0000 number
867 Washington hispanic_total race 1070.0000 number
868 Washington native_american_total race 382.0000 number
869 Washington white_total race 4585.0000 number
870 Washington black_total race 0.0410 proportion
871 Washington hispanic_total race 0.1240 proportion
872 Washington asian_total race 0.0840 proportion
873 Washington native_american_total race 0.0190 proportion
874 Washington white_total race 0.6980 proportion
875 Washington black_total race 0.0050 proportion
876 Washington hispanic_total race 0.0010 proportion
877 Washington native_american_total race 0.0030 proportion
878 Washington white_total race 0.0010 proportion
879 West_Virginia black_total race 0.2800 proportion
880 West_Virginia hispanic_total race 0.0600 proportion
881 West_Virginia native_american_total race 0.0100 proportion
882 West_Virginia white_total race 0.6500 proportion
883 West_Virginia black_total race 955.0000 number
884 West_Virginia hispanic_total race 205.0000 number
885 West_Virginia native_american_total race 34.0000 number
886 West_Virginia white_total race 2218.0000 number
887 West_Virginia black_total race 0.0360 proportion
888 West_Virginia hispanic_total race 0.0150 proportion
889 West_Virginia asian_total race 0.0080 proportion
890 West_Virginia native_american_total race 0.0020 proportion
891 West_Virginia white_total race 0.9230 proportion
892 West_Virginia black_total race 0.0150 proportion
893 West_Virginia hispanic_total race 0.0080 proportion
894 West_Virginia native_american_total race 0.0090 proportion
895 West_Virginia white_total race 0.0010 proportion
896 Wisconsin black_total race 0.3730 proportion
897 Wisconsin asian_total race 0.0120 proportion
898 Wisconsin native_american_total race 0.0510 proportion
899 Wisconsin white_total race 0.5630 proportion
900 Wisconsin black_total race 3482.0000 number
901 Wisconsin asian_total race 111.0000 number
902 Wisconsin native_american_total race 478.0000 number
903 Wisconsin white_total race 5253.0000 number
904 Wisconsin black_total race 0.0660 proportion
905 Wisconsin hispanic_total race 0.0660 proportion
906 Wisconsin asian_total race 0.0280 proportion
907 Wisconsin native_american_total race 0.0110 proportion
908 Wisconsin white_total race 0.8190 proportion
909 Wisconsin black_total race 0.0090 proportion
910 Wisconsin asian_total race 0.0010 proportion
911 Wisconsin native_american_total race 0.0080 proportion
912 Wisconsin white_total race 0.0010 proportion
913 Wyoming black_total race 0.0390 proportion
914 Wyoming hispanic_total race 0.1440 proportion
915 Wyoming native_american_total race 0.0770 proportion
916 Wyoming white_total race 0.7400 proportion
917 Wyoming black_total race 129.0000 number
918 Wyoming hispanic_total race 484.0000 number
919 Wyoming native_american_total race 258.0000 number
920 Wyoming white_total race 2482.0000 number
921 Wyoming black_total race 0.0140 proportion
922 Wyoming hispanic_total race 0.0990 proportion
923 Wyoming asian_total race 0.0100 proportion
924 Wyoming native_american_total race 0.0270 proportion
925 Wyoming white_total race 0.8400 proportion
926 Wyoming black_total race 0.0160 proportion
927 Wyoming hispanic_total race 0.0080 proportion
928 Wyoming native_american_total race 0.0160 proportion
929 Wyoming white_total race 0.0050 proportion

sessionInfo()
R version 4.4.1 (2024-06-14 ucrt)
Platform: x86_64-w64-mingw32/x64
Running under: Windows 11 x64 (build 22631)

Matrix products: default


locale:
[1] LC_COLLATE=English_United States.utf8 
[2] LC_CTYPE=English_United States.utf8   
[3] LC_MONETARY=English_United States.utf8
[4] LC_NUMERIC=C                          
[5] LC_TIME=English_United States.utf8    

time zone: America/New_York
tzcode source: internal

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] knitr_1.48      lubridate_1.9.3 forcats_1.0.0   stringr_1.5.1  
 [5] dplyr_1.1.4     purrr_1.0.2     readr_2.1.5     tidyr_1.3.1    
 [9] tibble_3.2.1    ggplot2_3.5.1   tidyverse_2.0.0

loaded via a namespace (and not attached):
 [1] sass_0.4.9        utf8_1.2.4        generics_0.1.3    stringi_1.8.4    
 [5] hms_1.1.3         digest_0.6.36     magrittr_2.0.3    timechange_0.3.0 
 [9] evaluate_0.24.0   grid_4.4.1        fastmap_1.2.0     rprojroot_2.0.4  
[13] workflowr_1.7.1   jsonlite_1.8.8    whisker_0.4.1     promises_1.3.0   
[17] fansi_1.0.6       scales_1.3.0      jquerylib_0.1.4   cli_3.6.3        
[21] crayon_1.5.3      rlang_1.1.4       bit64_4.0.5       munsell_0.5.1    
[25] withr_3.0.0       cachem_1.1.0      yaml_2.3.9        parallel_4.4.1   
[29] tools_4.4.1       tzdb_0.4.0        colorspace_2.1-0  httpuv_1.6.15    
[33] vctrs_0.6.5       R6_2.5.1          lifecycle_1.0.4   git2r_0.33.0     
[37] bit_4.0.5         fs_1.6.4          vroom_1.6.5       pkgconfig_2.0.3  
[41] pillar_1.9.0      bslib_0.7.0       later_1.3.2       gtable_0.3.5     
[45] glue_1.7.0        Rcpp_1.0.12       xfun_0.45         tidyselect_1.2.1 
[49] rstudioapi_0.16.0 htmltools_0.5.8.1 rmarkdown_2.27    compiler_4.4.1