artists <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2022/2022-09-27/artists.csv') ## Rows: 3380 Columns: 7
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (3): state, race, type
## dbl (4): all_workers_n, artists_n, artists_share, location_quotient
##
## 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.artists$state## [1] "Alabama" "Alaska" "Arizona"
## [4] "Arkansas" "California" "Colorado"
## [7] "Connecticut" "Delaware" "District of Columbia"
## [10] "Florida" "Georgia" "Hawaii"
## [13] "Idaho" "Illinois" "Indiana"
## [16] "Iowa" "Kansas" "Kentucky"
## [19] "Louisiana" "Maine" "Maryland"
## [22] "Massachusetts" "Michigan" "Minnesota"
## [25] "Mississippi" "Missouri" "Montana"
## [28] "Nebraska" "Nevada" "New Hampshire"
## [31] "New Jersey" "New Mexico" "New York"
## [34] "North Carolina" "North Dakota" "Ohio"
## [37] "Oklahoma" "Oregon" "Pennsylvania"
## [40] "Rhode Island" "South Carolina" "South Dakota"
## [43] "Tennessee" "Texas" "Utah"
## [46] "Vermont" "Virginia" "Washington"
## [49] "West Virginia" "Wisconsin" "Wyoming"
## [52] "Puerto Rico" "Alabama" "Alaska"
## [55] "Arizona" "Arkansas" "California"
## [58] "Colorado" "Connecticut" "Delaware"
## [61] "District of Columbia" "Florida" "Georgia"
## [64] "Hawaii" "Idaho" "Illinois"
## [67] "Indiana" "Iowa" "Kansas"
## [70] "Kentucky" "Louisiana" "Maine"
## [73] "Maryland" "Massachusetts" "Michigan"
## [76] "Minnesota" "Mississippi" "Missouri"
## [79] "Montana" "Nebraska" "Nevada"
## [82] "New Hampshire" "New Jersey" "New Mexico"
## [85] "New York" "North Carolina" "North Dakota"
## [88] "Ohio" "Oklahoma" "Oregon"
## [91] "Pennsylvania" "Rhode Island" "South Carolina"
## [94] "South Dakota" "Tennessee" "Texas"
## [97] "Utah" "Vermont" "Virginia"
## [100] "Washington" "West Virginia" "Wisconsin"
## [103] "Wyoming" "Puerto Rico" "Alabama"
## [106] "Alaska" "Arizona" "Arkansas"
## [109] "California" "Colorado" "Connecticut"
## [112] "Delaware" "District of Columbia" "Florida"
## [115] "Georgia" "Hawaii" "Idaho"
## [118] "Illinois" "Indiana" "Iowa"
## [121] "Kansas" "Kentucky" "Louisiana"
## [124] "Maine" "Maryland" "Massachusetts"
## [127] "Michigan" "Minnesota" "Mississippi"
## [130] "Missouri" "Montana" "Nebraska"
## [133] "Nevada" "New Hampshire" "New Jersey"
## [136] "New Mexico" "New York" "North Carolina"
## [139] "North Dakota" "Ohio" "Oklahoma"
## [142] "Oregon" "Pennsylvania" "Rhode Island"
## [145] "South Carolina" "South Dakota" "Tennessee"
## [148] "Texas" "Utah" "Vermont"
## [151] "Virginia" "Washington" "West Virginia"
## [154] "Wisconsin" "Wyoming" "Puerto Rico"
## [157] "Alabama" "Alaska" "Arizona"
## [160] "Arkansas" "California" "Colorado"
## [163] "Connecticut" "Delaware" "District of Columbia"
## [166] "Florida" "Georgia" "Hawaii"
## [169] "Idaho" "Illinois" "Indiana"
## [172] "Iowa" "Kansas" "Kentucky"
## [175] "Louisiana" "Maine" "Maryland"
## [178] "Massachusetts" "Michigan" "Minnesota"
## [181] "Mississippi" "Missouri" "Montana"
## [184] "Nebraska" "Nevada" "New Hampshire"
## [187] "New Jersey" "New Mexico" "New York"
## [190] "North Carolina" "North Dakota" "Ohio"
## [193] "Oklahoma" "Oregon" "Pennsylvania"
## [196] "Rhode Island" "South Carolina" "South Dakota"
## [199] "Tennessee" "Texas" "Utah"
## [202] "Vermont" "Virginia" "Washington"
## [205] "West Virginia" "Wisconsin" "Wyoming"
## [208] "Puerto Rico" "Alabama" "Alaska"
## [211] "Arizona" "Arkansas" "California"
## [214] "Colorado" "Connecticut" "Delaware"
## [217] "District of Columbia" "Florida" "Georgia"
## [220] "Hawaii" "Idaho" "Illinois"
## [223] "Indiana" "Iowa" "Kansas"
## [226] "Kentucky" "Louisiana" "Maine"
## [229] "Maryland" "Massachusetts" "Michigan"
## [232] "Minnesota" "Mississippi" "Missouri"
## [235] "Montana" "Nebraska" "Nevada"
## [238] "New Hampshire" "New Jersey" "New Mexico"
## [241] "New York" "North Carolina" "North Dakota"
## [244] "Ohio" "Oklahoma" "Oregon"
## [247] "Pennsylvania" "Rhode Island" "South Carolina"
## [250] "South Dakota" "Tennessee" "Texas"
## [253] "Utah" "Vermont" "Virginia"
## [256] "Washington" "West Virginia" "Wisconsin"
## [259] "Wyoming" "Puerto Rico" "Alabama"
## [262] "Alaska" "Arizona" "Arkansas"
## [265] "California" "Colorado" "Connecticut"
## [268] "Delaware" "District of Columbia" "Florida"
## [271] "Georgia" "Hawaii" "Idaho"
## [274] "Illinois" "Indiana" "Iowa"
## [277] "Kansas" "Kentucky" "Louisiana"
## [280] "Maine" "Maryland" "Massachusetts"
## [283] "Michigan" "Minnesota" "Mississippi"
## [286] "Missouri" "Montana" "Nebraska"
## [289] "Nevada" "New Hampshire" "New Jersey"
## [292] "New Mexico" "New York" "North Carolina"
## [295] "North Dakota" "Ohio" "Oklahoma"
## [298] "Oregon" "Pennsylvania" "Rhode Island"
## [301] "South Carolina" "South Dakota" "Tennessee"
## [304] "Texas" "Utah" "Vermont"
## [307] "Virginia" "Washington" "West Virginia"
## [310] "Wisconsin" "Wyoming" "Puerto Rico"
## [313] "Alabama" "Alaska" "Arizona"
## [316] "Arkansas" "California" "Colorado"
## [319] "Connecticut" "Delaware" "District of Columbia"
## [322] "Florida" "Georgia" "Hawaii"
## [325] "Idaho" "Illinois" "Indiana"
## [328] "Iowa" "Kansas" "Kentucky"
## [331] "Louisiana" "Maine" "Maryland"
## [334] "Massachusetts" "Michigan" "Minnesota"
## [337] "Mississippi" "Missouri" "Montana"
## [340] "Nebraska" "Nevada" "New Hampshire"
## [343] "New Jersey" "New Mexico" "New York"
## [346] "North Carolina" "North Dakota" "Ohio"
## [349] "Oklahoma" "Oregon" "Pennsylvania"
## [352] "Rhode Island" "South Carolina" "South Dakota"
## [355] "Tennessee" "Texas" "Utah"
## [358] "Vermont" "Virginia" "Washington"
## [361] "West Virginia" "Wisconsin" "Wyoming"
## [364] "Puerto Rico" "Alabama" "Alaska"
## [367] "Arizona" "Arkansas" "California"
## [370] "Colorado" "Connecticut" "Delaware"
## [373] "District of Columbia" "Florida" "Georgia"
## [376] "Hawaii" "Idaho" "Illinois"
## [379] "Indiana" "Iowa" "Kansas"
## [382] "Kentucky" "Louisiana" "Maine"
## [385] "Maryland" "Massachusetts" "Michigan"
## [388] "Minnesota" "Mississippi" "Missouri"
## [391] "Montana" "Nebraska" "Nevada"
## [394] "New Hampshire" "New Jersey" "New Mexico"
## [397] "New York" "North Carolina" "North Dakota"
## [400] "Ohio" "Oklahoma" "Oregon"
## [403] "Pennsylvania" "Rhode Island" "South Carolina"
## [406] "South Dakota" "Tennessee" "Texas"
## [409] "Utah" "Vermont" "Virginia"
## [412] "Washington" "West Virginia" "Wisconsin"
## [415] "Wyoming" "Puerto Rico" "Alabama"
## [418] "Alaska" "Arizona" "Arkansas"
## [421] "California" "Colorado" "Connecticut"
## [424] "Delaware" "District of Columbia" "Florida"
## [427] "Georgia" "Hawaii" "Idaho"
## [430] "Illinois" "Indiana" "Iowa"
## [433] "Kansas" "Kentucky" "Louisiana"
## [436] "Maine" "Maryland" "Massachusetts"
## [439] "Michigan" "Minnesota" "Mississippi"
## [442] "Missouri" "Montana" "Nebraska"
## [445] "Nevada" "New Hampshire" "New Jersey"
## [448] "New Mexico" "New York" "North Carolina"
## [451] "North Dakota" "Ohio" "Oklahoma"
## [454] "Oregon" "Pennsylvania" "Rhode Island"
## [457] "South Carolina" "South Dakota" "Tennessee"
## [460] "Texas" "Utah" "Vermont"
## [463] "Virginia" "Washington" "West Virginia"
## [466] "Wisconsin" "Wyoming" "Puerto Rico"
## [469] "Alabama" "Alaska" "Arizona"
## [472] "Arkansas" "California" "Colorado"
## [475] "Connecticut" "Delaware" "District of Columbia"
## [478] "Florida" "Georgia" "Hawaii"
## [481] "Idaho" "Illinois" "Indiana"
## [484] "Iowa" "Kansas" "Kentucky"
## [487] "Louisiana" "Maine" "Maryland"
## [490] "Massachusetts" "Michigan" "Minnesota"
## [493] "Mississippi" "Missouri" "Montana"
## [496] "Nebraska" "Nevada" "New Hampshire"
## [499] "New Jersey" "New Mexico" "New York"
## [502] "North Carolina" "North Dakota" "Ohio"
## [505] "Oklahoma" "Oregon" "Pennsylvania"
## [508] "Rhode Island" "South Carolina" "South Dakota"
## [511] "Tennessee" "Texas" "Utah"
## [514] "Vermont" "Virginia" "Washington"
## [517] "West Virginia" "Wisconsin" "Wyoming"
## [520] "Puerto Rico" "Alabama" "Alaska"
## [523] "Arizona" "Arkansas" "California"
## [526] "Colorado" "Connecticut" "Delaware"
## [529] "District of Columbia" "Florida" "Georgia"
## [532] "Hawaii" "Idaho" "Illinois"
## [535] "Indiana" "Iowa" "Kansas"
## [538] "Kentucky" "Louisiana" "Maine"
## [541] "Maryland" "Massachusetts" "Michigan"
## [544] "Minnesota" "Mississippi" "Missouri"
## [547] "Montana" "Nebraska" "Nevada"
## [550] "New Hampshire" "New Jersey" "New Mexico"
## [553] "New York" "North Carolina" "North Dakota"
## [556] "Ohio" "Oklahoma" "Oregon"
## [559] "Pennsylvania" "Rhode Island" "South Carolina"
## [562] "South Dakota" "Tennessee" "Texas"
## [565] "Utah" "Vermont" "Virginia"
## [568] "Washington" "West Virginia" "Wisconsin"
## [571] "Wyoming" "Puerto Rico" "Alabama"
## [574] "Alaska" "Arizona" "Arkansas"
## [577] "California" "Colorado" "Connecticut"
## [580] "Delaware" "District of Columbia" "Florida"
## [583] "Georgia" "Hawaii" "Idaho"
## [586] "Illinois" "Indiana" "Iowa"
## [589] "Kansas" "Kentucky" "Louisiana"
## [592] "Maine" "Maryland" "Massachusetts"
## [595] "Michigan" "Minnesota" "Mississippi"
## [598] "Missouri" "Montana" "Nebraska"
## [601] "Nevada" "New Hampshire" "New Jersey"
## [604] "New Mexico" "New York" "North Carolina"
## [607] "North Dakota" "Ohio" "Oklahoma"
## [610] "Oregon" "Pennsylvania" "Rhode Island"
## [613] "South Carolina" "South Dakota" "Tennessee"
## [616] "Texas" "Utah" "Vermont"
## [619] "Virginia" "Washington" "West Virginia"
## [622] "Wisconsin" "Wyoming" "Puerto Rico"
## [625] "Alabama" "Alaska" "Arizona"
## [628] "Arkansas" "California" "Colorado"
## [631] "Connecticut" "Delaware" "District of Columbia"
## [634] "Florida" "Georgia" "Hawaii"
## [637] "Idaho" "Illinois" "Indiana"
## [640] "Iowa" "Kansas" "Kentucky"
## [643] "Louisiana" "Maine" "Maryland"
## [646] "Massachusetts" "Michigan" "Minnesota"
## [649] "Mississippi" "Missouri" "Montana"
## [652] "Nebraska" "Nevada" "New Hampshire"
## [655] "New Jersey" "New Mexico" "New York"
## [658] "North Carolina" "North Dakota" "Ohio"
## [661] "Oklahoma" "Oregon" "Pennsylvania"
## [664] "Rhode Island" "South Carolina" "South Dakota"
## [667] "Tennessee" "Texas" "Utah"
## [670] "Vermont" "Virginia" "Washington"
## [673] "West Virginia" "Wisconsin" "Wyoming"
## [676] "Puerto Rico" "Alabama" "Alaska"
## [679] "Arizona" "Arkansas" "California"
## [682] "Colorado" "Connecticut" "Delaware"
## [685] "District of Columbia" "Florida" "Georgia"
## [688] "Hawaii" "Idaho" "Illinois"
## [691] "Indiana" "Iowa" "Kansas"
## [694] "Kentucky" "Louisiana" "Maine"
## [697] "Maryland" "Massachusetts" "Michigan"
## [700] "Minnesota" "Mississippi" "Missouri"
## [703] "Montana" "Nebraska" "Nevada"
## [706] "New Hampshire" "New Jersey" "New Mexico"
## [709] "New York" "North Carolina" "North Dakota"
## [712] "Ohio" "Oklahoma" "Oregon"
## [715] "Pennsylvania" "Rhode Island" "South Carolina"
## [718] "South Dakota" "Tennessee" "Texas"
## [721] "Utah" "Vermont" "Virginia"
## [724] "Washington" "West Virginia" "Wisconsin"
## [727] "Wyoming" "Puerto Rico" "Alabama"
## [730] "Alaska" "Arizona" "Arkansas"
## [733] "California" "Colorado" "Connecticut"
## [736] "Delaware" "District of Columbia" "Florida"
## [739] "Georgia" "Hawaii" "Idaho"
## [742] "Illinois" "Indiana" "Iowa"
## [745] "Kansas" "Kentucky" "Louisiana"
## [748] "Maine" "Maryland" "Massachusetts"
## [751] "Michigan" "Minnesota" "Mississippi"
## [754] "Missouri" "Montana" "Nebraska"
## [757] "Nevada" "New Hampshire" "New Jersey"
## [760] "New Mexico" "New York" "North Carolina"
## [763] "North Dakota" "Ohio" "Oklahoma"
## [766] "Oregon" "Pennsylvania" "Rhode Island"
## [769] "South Carolina" "South Dakota" "Tennessee"
## [772] "Texas" "Utah" "Vermont"
## [775] "Virginia" "Washington" "West Virginia"
## [778] "Wisconsin" "Wyoming" "Puerto Rico"
## [781] "Alabama" "Alaska" "Arizona"
## [784] "Arkansas" "California" "Colorado"
## [787] "Connecticut" "Delaware" "District of Columbia"
## [790] "Florida" "Georgia" "Hawaii"
## [793] "Idaho" "Illinois" "Indiana"
## [796] "Iowa" "Kansas" "Kentucky"
## [799] "Louisiana" "Maine" "Maryland"
## [802] "Massachusetts" "Michigan" "Minnesota"
## [805] "Mississippi" "Missouri" "Montana"
## [808] "Nebraska" "Nevada" "New Hampshire"
## [811] "New Jersey" "New Mexico" "New York"
## [814] "North Carolina" "North Dakota" "Ohio"
## [817] "Oklahoma" "Oregon" "Pennsylvania"
## [820] "Rhode Island" "South Carolina" "South Dakota"
## [823] "Tennessee" "Texas" "Utah"
## [826] "Vermont" "Virginia" "Washington"
## [829] "West Virginia" "Wisconsin" "Wyoming"
## [832] "Puerto Rico" "Alabama" "Alaska"
## [835] "Arizona" "Arkansas" "California"
## [838] "Colorado" "Connecticut" "Delaware"
## [841] "District of Columbia" "Florida" "Georgia"
## [844] "Hawaii" "Idaho" "Illinois"
## [847] "Indiana" "Iowa" "Kansas"
## [850] "Kentucky" "Louisiana" "Maine"
## [853] "Maryland" "Massachusetts" "Michigan"
## [856] "Minnesota" "Mississippi" "Missouri"
## [859] "Montana" "Nebraska" "Nevada"
## [862] "New Hampshire" "New Jersey" "New Mexico"
## [865] "New York" "North Carolina" "North Dakota"
## [868] "Ohio" "Oklahoma" "Oregon"
## [871] "Pennsylvania" "Rhode Island" "South Carolina"
## [874] "South Dakota" "Tennessee" "Texas"
## [877] "Utah" "Vermont" "Virginia"
## [880] "Washington" "West Virginia" "Wisconsin"
## [883] "Wyoming" "Puerto Rico" "Alabama"
## [886] "Alaska" "Arizona" "Arkansas"
## [889] "California" "Colorado" "Connecticut"
## [892] "Delaware" "District of Columbia" "Florida"
## [895] "Georgia" "Hawaii" "Idaho"
## [898] "Illinois" "Indiana" "Iowa"
## [901] "Kansas" "Kentucky" "Louisiana"
## [904] "Maine" "Maryland" "Massachusetts"
## [907] "Michigan" "Minnesota" "Mississippi"
## [910] "Missouri" "Montana" "Nebraska"
## [913] "Nevada" "New Hampshire" "New Jersey"
## [916] "New Mexico" "New York" "North Carolina"
## [919] "North Dakota" "Ohio" "Oklahoma"
## [922] "Oregon" "Pennsylvania" "Rhode Island"
## [925] "South Carolina" "South Dakota" "Tennessee"
## [928] "Texas" "Utah" "Vermont"
## [931] "Virginia" "Washington" "West Virginia"
## [934] "Wisconsin" "Wyoming" "Puerto Rico"
## [937] "Alabama" "Alaska" "Arizona"
## [940] "Arkansas" "California" "Colorado"
## [943] "Connecticut" "Delaware" "District of Columbia"
## [946] "Florida" "Georgia" "Hawaii"
## [949] "Idaho" "Illinois" "Indiana"
## [952] "Iowa" "Kansas" "Kentucky"
## [955] "Louisiana" "Maine" "Maryland"
## [958] "Massachusetts" "Michigan" "Minnesota"
## [961] "Mississippi" "Missouri" "Montana"
## [964] "Nebraska" "Nevada" "New Hampshire"
## [967] "New Jersey" "New Mexico" "New York"
## [970] "North Carolina" "North Dakota" "Ohio"
## [973] "Oklahoma" "Oregon" "Pennsylvania"
## [976] "Rhode Island" "South Carolina" "South Dakota"
## [979] "Tennessee" "Texas" "Utah"
## [982] "Vermont" "Virginia" "Washington"
## [985] "West Virginia" "Wisconsin" "Wyoming"
## [988] "Puerto Rico" "Alabama" "Alaska"
## [991] "Arizona" "Arkansas" "California"
## [994] "Colorado" "Connecticut" "Delaware"
## [997] "District of Columbia" "Florida" "Georgia"
## [1000] "Hawaii" "Idaho" "Illinois"
## [1003] "Indiana" "Iowa" "Kansas"
## [1006] "Kentucky" "Louisiana" "Maine"
## [1009] "Maryland" "Massachusetts" "Michigan"
## [1012] "Minnesota" "Mississippi" "Missouri"
## [1015] "Montana" "Nebraska" "Nevada"
## [1018] "New Hampshire" "New Jersey" "New Mexico"
## [1021] "New York" "North Carolina" "North Dakota"
## [1024] "Ohio" "Oklahoma" "Oregon"
## [1027] "Pennsylvania" "Rhode Island" "South Carolina"
## [1030] "South Dakota" "Tennessee" "Texas"
## [1033] "Utah" "Vermont" "Virginia"
## [1036] "Washington" "West Virginia" "Wisconsin"
## [1039] "Wyoming" "Puerto Rico" "Alabama"
## [1042] "Alaska" "Arizona" "Arkansas"
## [1045] "California" "Colorado" "Connecticut"
## [1048] "Delaware" "District of Columbia" "Florida"
## [1051] "Georgia" "Hawaii" "Idaho"
## [1054] "Illinois" "Indiana" "Iowa"
## [1057] "Kansas" "Kentucky" "Louisiana"
## [1060] "Maine" "Maryland" "Massachusetts"
## [1063] "Michigan" "Minnesota" "Mississippi"
## [1066] "Missouri" "Montana" "Nebraska"
## [1069] "Nevada" "New Hampshire" "New Jersey"
## [1072] "New Mexico" "New York" "North Carolina"
## [1075] "North Dakota" "Ohio" "Oklahoma"
## [1078] "Oregon" "Pennsylvania" "Rhode Island"
## [1081] "South Carolina" "South Dakota" "Tennessee"
## [1084] "Texas" "Utah" "Vermont"
## [1087] "Virginia" "Washington" "West Virginia"
## [1090] "Wisconsin" "Wyoming" "Puerto Rico"
## [1093] "Alabama" "Alaska" "Arizona"
## [1096] "Arkansas" "California" "Colorado"
## [1099] "Connecticut" "Delaware" "District of Columbia"
## [1102] "Florida" "Georgia" "Hawaii"
## [1105] "Idaho" "Illinois" "Indiana"
## [1108] "Iowa" "Kansas" "Kentucky"
## [1111] "Louisiana" "Maine" "Maryland"
## [1114] "Massachusetts" "Michigan" "Minnesota"
## [1117] "Mississippi" "Missouri" "Montana"
## [1120] "Nebraska" "Nevada" "New Hampshire"
## [1123] "New Jersey" "New Mexico" "New York"
## [1126] "North Carolina" "North Dakota" "Ohio"
## [1129] "Oklahoma" "Oregon" "Pennsylvania"
## [1132] "Rhode Island" "South Carolina" "South Dakota"
## [1135] "Tennessee" "Texas" "Utah"
## [1138] "Vermont" "Virginia" "Washington"
## [1141] "West Virginia" "Wisconsin" "Wyoming"
## [1144] "Puerto Rico" "Alabama" "Alaska"
## [1147] "Arizona" "Arkansas" "California"
## [1150] "Colorado" "Connecticut" "Delaware"
## [1153] "District of Columbia" "Florida" "Georgia"
## [1156] "Hawaii" "Idaho" "Illinois"
## [1159] "Indiana" "Iowa" "Kansas"
## [1162] "Kentucky" "Louisiana" "Maine"
## [1165] "Maryland" "Massachusetts" "Michigan"
## [1168] "Minnesota" "Mississippi" "Missouri"
## [1171] "Montana" "Nebraska" "Nevada"
## [1174] "New Hampshire" "New Jersey" "New Mexico"
## [1177] "New York" "North Carolina" "North Dakota"
## [1180] "Ohio" "Oklahoma" "Oregon"
## [1183] "Pennsylvania" "Rhode Island" "South Carolina"
## [1186] "South Dakota" "Tennessee" "Texas"
## [1189] "Utah" "Vermont" "Virginia"
## [1192] "Washington" "West Virginia" "Wisconsin"
## [1195] "Wyoming" "Puerto Rico" "Alabama"
## [1198] "Alaska" "Arizona" "Arkansas"
## [1201] "California" "Colorado" "Connecticut"
## [1204] "Delaware" "District of Columbia" "Florida"
## [1207] "Georgia" "Hawaii" "Idaho"
## [1210] "Illinois" "Indiana" "Iowa"
## [1213] "Kansas" "Kentucky" "Louisiana"
## [1216] "Maine" "Maryland" "Massachusetts"
## [1219] "Michigan" "Minnesota" "Mississippi"
## [1222] "Missouri" "Montana" "Nebraska"
## [1225] "Nevada" "New Hampshire" "New Jersey"
## [1228] "New Mexico" "New York" "North Carolina"
## [1231] "North Dakota" "Ohio" "Oklahoma"
## [1234] "Oregon" "Pennsylvania" "Rhode Island"
## [1237] "South Carolina" "South Dakota" "Tennessee"
## [1240] "Texas" "Utah" "Vermont"
## [1243] "Virginia" "Washington" "West Virginia"
## [1246] "Wisconsin" "Wyoming" "Puerto Rico"
## [1249] "Alabama" "Alaska" "Arizona"
## [1252] "Arkansas" "California" "Colorado"
## [1255] "Connecticut" "Delaware" "District of Columbia"
## [1258] "Florida" "Georgia" "Hawaii"
## [1261] "Idaho" "Illinois" "Indiana"
## [1264] "Iowa" "Kansas" "Kentucky"
## [1267] "Louisiana" "Maine" "Maryland"
## [1270] "Massachusetts" "Michigan" "Minnesota"
## [1273] "Mississippi" "Missouri" "Montana"
## [1276] "Nebraska" "Nevada" "New Hampshire"
## [1279] "New Jersey" "New Mexico" "New York"
## [1282] "North Carolina" "North Dakota" "Ohio"
## [1285] "Oklahoma" "Oregon" "Pennsylvania"
## [1288] "Rhode Island" "South Carolina" "South Dakota"
## [1291] "Tennessee" "Texas" "Utah"
## [1294] "Vermont" "Virginia" "Washington"
## [1297] "West Virginia" "Wisconsin" "Wyoming"
## [1300] "Puerto Rico" "Alabama" "Alaska"
## [1303] "Arizona" "Arkansas" "California"
## [1306] "Colorado" "Connecticut" "Delaware"
## [1309] "District of Columbia" "Florida" "Georgia"
## [1312] "Hawaii" "Idaho" "Illinois"
## [1315] "Indiana" "Iowa" "Kansas"
## [1318] "Kentucky" "Louisiana" "Maine"
## [1321] "Maryland" "Massachusetts" "Michigan"
## [1324] "Minnesota" "Mississippi" "Missouri"
## [1327] "Montana" "Nebraska" "Nevada"
## [1330] "New Hampshire" "New Jersey" "New Mexico"
## [1333] "New York" "North Carolina" "North Dakota"
## [1336] "Ohio" "Oklahoma" "Oregon"
## [1339] "Pennsylvania" "Rhode Island" "South Carolina"
## [1342] "South Dakota" "Tennessee" "Texas"
## [1345] "Utah" "Vermont" "Virginia"
## [1348] "Washington" "West Virginia" "Wisconsin"
## [1351] "Wyoming" "Puerto Rico" "Alabama"
## [1354] "Alaska" "Arizona" "Arkansas"
## [1357] "California" "Colorado" "Connecticut"
## [1360] "Delaware" "District of Columbia" "Florida"
## [1363] "Georgia" "Hawaii" "Idaho"
## [1366] "Illinois" "Indiana" "Iowa"
## [1369] "Kansas" "Kentucky" "Louisiana"
## [1372] "Maine" "Maryland" "Massachusetts"
## [1375] "Michigan" "Minnesota" "Mississippi"
## [1378] "Missouri" "Montana" "Nebraska"
## [1381] "Nevada" "New Hampshire" "New Jersey"
## [1384] "New Mexico" "New York" "North Carolina"
## [1387] "North Dakota" "Ohio" "Oklahoma"
## [1390] "Oregon" "Pennsylvania" "Rhode Island"
## [1393] "South Carolina" "South Dakota" "Tennessee"
## [1396] "Texas" "Utah" "Vermont"
## [1399] "Virginia" "Washington" "West Virginia"
## [1402] "Wisconsin" "Wyoming" "Puerto Rico"
## [1405] "Alabama" "Alaska" "Arizona"
## [1408] "Arkansas" "California" "Colorado"
## [1411] "Connecticut" "Delaware" "District of Columbia"
## [1414] "Florida" "Georgia" "Hawaii"
## [1417] "Idaho" "Illinois" "Indiana"
## [1420] "Iowa" "Kansas" "Kentucky"
## [1423] "Louisiana" "Maine" "Maryland"
## [1426] "Massachusetts" "Michigan" "Minnesota"
## [1429] "Mississippi" "Missouri" "Montana"
## [1432] "Nebraska" "Nevada" "New Hampshire"
## [1435] "New Jersey" "New Mexico" "New York"
## [1438] "North Carolina" "North Dakota" "Ohio"
## [1441] "Oklahoma" "Oregon" "Pennsylvania"
## [1444] "Rhode Island" "South Carolina" "South Dakota"
## [1447] "Tennessee" "Texas" "Utah"
## [1450] "Vermont" "Virginia" "Washington"
## [1453] "West Virginia" "Wisconsin" "Wyoming"
## [1456] "Puerto Rico" "Alabama" "Alaska"
## [1459] "Arizona" "Arkansas" "California"
## [1462] "Colorado" "Connecticut" "Delaware"
## [1465] "District of Columbia" "Florida" "Georgia"
## [1468] "Hawaii" "Idaho" "Illinois"
## [1471] "Indiana" "Iowa" "Kansas"
## [1474] "Kentucky" "Louisiana" "Maine"
## [1477] "Maryland" "Massachusetts" "Michigan"
## [1480] "Minnesota" "Mississippi" "Missouri"
## [1483] "Montana" "Nebraska" "Nevada"
## [1486] "New Hampshire" "New Jersey" "New Mexico"
## [1489] "New York" "North Carolina" "North Dakota"
## [1492] "Ohio" "Oklahoma" "Oregon"
## [1495] "Pennsylvania" "Rhode Island" "South Carolina"
## [1498] "South Dakota" "Tennessee" "Texas"
## [1501] "Utah" "Vermont" "Virginia"
## [1504] "Washington" "West Virginia" "Wisconsin"
## [1507] "Wyoming" "Puerto Rico" "Alabama"
## [1510] "Alaska" "Arizona" "Arkansas"
## [1513] "California" "Colorado" "Connecticut"
## [1516] "Delaware" "District of Columbia" "Florida"
## [1519] "Georgia" "Hawaii" "Idaho"
## [1522] "Illinois" "Indiana" "Iowa"
## [1525] "Kansas" "Kentucky" "Louisiana"
## [1528] "Maine" "Maryland" "Massachusetts"
## [1531] "Michigan" "Minnesota" "Mississippi"
## [1534] "Missouri" "Montana" "Nebraska"
## [1537] "Nevada" "New Hampshire" "New Jersey"
## [1540] "New Mexico" "New York" "North Carolina"
## [1543] "North Dakota" "Ohio" "Oklahoma"
## [1546] "Oregon" "Pennsylvania" "Rhode Island"
## [1549] "South Carolina" "South Dakota" "Tennessee"
## [1552] "Texas" "Utah" "Vermont"
## [1555] "Virginia" "Washington" "West Virginia"
## [1558] "Wisconsin" "Wyoming" "Puerto Rico"
## [1561] "Alabama" "Alaska" "Arizona"
## [1564] "Arkansas" "California" "Colorado"
## [1567] "Connecticut" "Delaware" "District of Columbia"
## [1570] "Florida" "Georgia" "Hawaii"
## [1573] "Idaho" "Illinois" "Indiana"
## [1576] "Iowa" "Kansas" "Kentucky"
## [1579] "Louisiana" "Maine" "Maryland"
## [1582] "Massachusetts" "Michigan" "Minnesota"
## [1585] "Mississippi" "Missouri" "Montana"
## [1588] "Nebraska" "Nevada" "New Hampshire"
## [1591] "New Jersey" "New Mexico" "New York"
## [1594] "North Carolina" "North Dakota" "Ohio"
## [1597] "Oklahoma" "Oregon" "Pennsylvania"
## [1600] "Rhode Island" "South Carolina" "South Dakota"
## [1603] "Tennessee" "Texas" "Utah"
## [1606] "Vermont" "Virginia" "Washington"
## [1609] "West Virginia" "Wisconsin" "Wyoming"
## [1612] "Puerto Rico" "Alabama" "Alaska"
## [1615] "Arizona" "Arkansas" "California"
## [1618] "Colorado" "Connecticut" "Delaware"
## [1621] "District of Columbia" "Florida" "Georgia"
## [1624] "Hawaii" "Idaho" "Illinois"
## [1627] "Indiana" "Iowa" "Kansas"
## [1630] "Kentucky" "Louisiana" "Maine"
## [1633] "Maryland" "Massachusetts" "Michigan"
## [1636] "Minnesota" "Mississippi" "Missouri"
## [1639] "Montana" "Nebraska" "Nevada"
## [1642] "New Hampshire" "New Jersey" "New Mexico"
## [1645] "New York" "North Carolina" "North Dakota"
## [1648] "Ohio" "Oklahoma" "Oregon"
## [1651] "Pennsylvania" "Rhode Island" "South Carolina"
## [1654] "South Dakota" "Tennessee" "Texas"
## [1657] "Utah" "Vermont" "Virginia"
## [1660] "Washington" "West Virginia" "Wisconsin"
## [1663] "Wyoming" "Puerto Rico" "Alabama"
## [1666] "Alaska" "Arizona" "Arkansas"
## [1669] "California" "Colorado" "Connecticut"
## [1672] "Delaware" "District of Columbia" "Florida"
## [1675] "Georgia" "Hawaii" "Idaho"
## [1678] "Illinois" "Indiana" "Iowa"
## [1681] "Kansas" "Kentucky" "Louisiana"
## [1684] "Maine" "Maryland" "Massachusetts"
## [1687] "Michigan" "Minnesota" "Mississippi"
## [1690] "Missouri" "Montana" "Nebraska"
## [1693] "Nevada" "New Hampshire" "New Jersey"
## [1696] "New Mexico" "New York" "North Carolina"
## [1699] "North Dakota" "Ohio" "Oklahoma"
## [1702] "Oregon" "Pennsylvania" "Rhode Island"
## [1705] "South Carolina" "South Dakota" "Tennessee"
## [1708] "Texas" "Utah" "Vermont"
## [1711] "Virginia" "Washington" "West Virginia"
## [1714] "Wisconsin" "Wyoming" "Puerto Rico"
## [1717] "Alabama" "Alaska" "Arizona"
## [1720] "Arkansas" "California" "Colorado"
## [1723] "Connecticut" "Delaware" "District of Columbia"
## [1726] "Florida" "Georgia" "Hawaii"
## [1729] "Idaho" "Illinois" "Indiana"
## [1732] "Iowa" "Kansas" "Kentucky"
## [1735] "Louisiana" "Maine" "Maryland"
## [1738] "Massachusetts" "Michigan" "Minnesota"
## [1741] "Mississippi" "Missouri" "Montana"
## [1744] "Nebraska" "Nevada" "New Hampshire"
## [1747] "New Jersey" "New Mexico" "New York"
## [1750] "North Carolina" "North Dakota" "Ohio"
## [1753] "Oklahoma" "Oregon" "Pennsylvania"
## [1756] "Rhode Island" "South Carolina" "South Dakota"
## [1759] "Tennessee" "Texas" "Utah"
## [1762] "Vermont" "Virginia" "Washington"
## [1765] "West Virginia" "Wisconsin" "Wyoming"
## [1768] "Puerto Rico" "Alabama" "Alaska"
## [1771] "Arizona" "Arkansas" "California"
## [1774] "Colorado" "Connecticut" "Delaware"
## [1777] "District of Columbia" "Florida" "Georgia"
## [1780] "Hawaii" "Idaho" "Illinois"
## [1783] "Indiana" "Iowa" "Kansas"
## [1786] "Kentucky" "Louisiana" "Maine"
## [1789] "Maryland" "Massachusetts" "Michigan"
## [1792] "Minnesota" "Mississippi" "Missouri"
## [1795] "Montana" "Nebraska" "Nevada"
## [1798] "New Hampshire" "New Jersey" "New Mexico"
## [1801] "New York" "North Carolina" "North Dakota"
## [1804] "Ohio" "Oklahoma" "Oregon"
## [1807] "Pennsylvania" "Rhode Island" "South Carolina"
## [1810] "South Dakota" "Tennessee" "Texas"
## [1813] "Utah" "Vermont" "Virginia"
## [1816] "Washington" "West Virginia" "Wisconsin"
## [1819] "Wyoming" "Puerto Rico" "Alabama"
## [1822] "Alaska" "Arizona" "Arkansas"
## [1825] "California" "Colorado" "Connecticut"
## [1828] "Delaware" "District of Columbia" "Florida"
## [1831] "Georgia" "Hawaii" "Idaho"
## [1834] "Illinois" "Indiana" "Iowa"
## [1837] "Kansas" "Kentucky" "Louisiana"
## [1840] "Maine" "Maryland" "Massachusetts"
## [1843] "Michigan" "Minnesota" "Mississippi"
## [1846] "Missouri" "Montana" "Nebraska"
## [1849] "Nevada" "New Hampshire" "New Jersey"
## [1852] "New Mexico" "New York" "North Carolina"
## [1855] "North Dakota" "Ohio" "Oklahoma"
## [1858] "Oregon" "Pennsylvania" "Rhode Island"
## [1861] "South Carolina" "South Dakota" "Tennessee"
## [1864] "Texas" "Utah" "Vermont"
## [1867] "Virginia" "Washington" "West Virginia"
## [1870] "Wisconsin" "Wyoming" "Puerto Rico"
## [1873] "Alabama" "Alaska" "Arizona"
## [1876] "Arkansas" "California" "Colorado"
## [1879] "Connecticut" "Delaware" "District of Columbia"
## [1882] "Florida" "Georgia" "Hawaii"
## [1885] "Idaho" "Illinois" "Indiana"
## [1888] "Iowa" "Kansas" "Kentucky"
## [1891] "Louisiana" "Maine" "Maryland"
## [1894] "Massachusetts" "Michigan" "Minnesota"
## [1897] "Mississippi" "Missouri" "Montana"
## [1900] "Nebraska" "Nevada" "New Hampshire"
## [1903] "New Jersey" "New Mexico" "New York"
## [1906] "North Carolina" "North Dakota" "Ohio"
## [1909] "Oklahoma" "Oregon" "Pennsylvania"
## [1912] "Rhode Island" "South Carolina" "South Dakota"
## [1915] "Tennessee" "Texas" "Utah"
## [1918] "Vermont" "Virginia" "Washington"
## [1921] "West Virginia" "Wisconsin" "Wyoming"
## [1924] "Puerto Rico" "Alabama" "Alaska"
## [1927] "Arizona" "Arkansas" "California"
## [1930] "Colorado" "Connecticut" "Delaware"
## [1933] "District of Columbia" "Florida" "Georgia"
## [1936] "Hawaii" "Idaho" "Illinois"
## [1939] "Indiana" "Iowa" "Kansas"
## [1942] "Kentucky" "Louisiana" "Maine"
## [1945] "Maryland" "Massachusetts" "Michigan"
## [1948] "Minnesota" "Mississippi" "Missouri"
## [1951] "Montana" "Nebraska" "Nevada"
## [1954] "New Hampshire" "New Jersey" "New Mexico"
## [1957] "New York" "North Carolina" "North Dakota"
## [1960] "Ohio" "Oklahoma" "Oregon"
## [1963] "Pennsylvania" "Rhode Island" "South Carolina"
## [1966] "South Dakota" "Tennessee" "Texas"
## [1969] "Utah" "Vermont" "Virginia"
## [1972] "Washington" "West Virginia" "Wisconsin"
## [1975] "Wyoming" "Puerto Rico" "Alabama"
## [1978] "Alaska" "Arizona" "Arkansas"
## [1981] "California" "Colorado" "Connecticut"
## [1984] "Delaware" "District of Columbia" "Florida"
## [1987] "Georgia" "Hawaii" "Idaho"
## [1990] "Illinois" "Indiana" "Iowa"
## [1993] "Kansas" "Kentucky" "Louisiana"
## [1996] "Maine" "Maryland" "Massachusetts"
## [1999] "Michigan" "Minnesota" "Mississippi"
## [2002] "Missouri" "Montana" "Nebraska"
## [2005] "Nevada" "New Hampshire" "New Jersey"
## [2008] "New Mexico" "New York" "North Carolina"
## [2011] "North Dakota" "Ohio" "Oklahoma"
## [2014] "Oregon" "Pennsylvania" "Rhode Island"
## [2017] "South Carolina" "South Dakota" "Tennessee"
## [2020] "Texas" "Utah" "Vermont"
## [2023] "Virginia" "Washington" "West Virginia"
## [2026] "Wisconsin" "Wyoming" "Puerto Rico"
## [2029] "Alabama" "Alaska" "Arizona"
## [2032] "Arkansas" "California" "Colorado"
## [2035] "Connecticut" "Delaware" "District of Columbia"
## [2038] "Florida" "Georgia" "Hawaii"
## [2041] "Idaho" "Illinois" "Indiana"
## [2044] "Iowa" "Kansas" "Kentucky"
## [2047] "Louisiana" "Maine" "Maryland"
## [2050] "Massachusetts" "Michigan" "Minnesota"
## [2053] "Mississippi" "Missouri" "Montana"
## [2056] "Nebraska" "Nevada" "New Hampshire"
## [2059] "New Jersey" "New Mexico" "New York"
## [2062] "North Carolina" "North Dakota" "Ohio"
## [2065] "Oklahoma" "Oregon" "Pennsylvania"
## [2068] "Rhode Island" "South Carolina" "South Dakota"
## [2071] "Tennessee" "Texas" "Utah"
## [2074] "Vermont" "Virginia" "Washington"
## [2077] "West Virginia" "Wisconsin" "Wyoming"
## [2080] "Puerto Rico" "Alabama" "Alaska"
## [2083] "Arizona" "Arkansas" "California"
## [2086] "Colorado" "Connecticut" "Delaware"
## [2089] "District of Columbia" "Florida" "Georgia"
## [2092] "Hawaii" "Idaho" "Illinois"
## [2095] "Indiana" "Iowa" "Kansas"
## [2098] "Kentucky" "Louisiana" "Maine"
## [2101] "Maryland" "Massachusetts" "Michigan"
## [2104] "Minnesota" "Mississippi" "Missouri"
## [2107] "Montana" "Nebraska" "Nevada"
## [2110] "New Hampshire" "New Jersey" "New Mexico"
## [2113] "New York" "North Carolina" "North Dakota"
## [2116] "Ohio" "Oklahoma" "Oregon"
## [2119] "Pennsylvania" "Rhode Island" "South Carolina"
## [2122] "South Dakota" "Tennessee" "Texas"
## [2125] "Utah" "Vermont" "Virginia"
## [2128] "Washington" "West Virginia" "Wisconsin"
## [2131] "Wyoming" "Puerto Rico" "Alabama"
## [2134] "Alaska" "Arizona" "Arkansas"
## [2137] "California" "Colorado" "Connecticut"
## [2140] "Delaware" "District of Columbia" "Florida"
## [2143] "Georgia" "Hawaii" "Idaho"
## [2146] "Illinois" "Indiana" "Iowa"
## [2149] "Kansas" "Kentucky" "Louisiana"
## [2152] "Maine" "Maryland" "Massachusetts"
## [2155] "Michigan" "Minnesota" "Mississippi"
## [2158] "Missouri" "Montana" "Nebraska"
## [2161] "Nevada" "New Hampshire" "New Jersey"
## [2164] "New Mexico" "New York" "North Carolina"
## [2167] "North Dakota" "Ohio" "Oklahoma"
## [2170] "Oregon" "Pennsylvania" "Rhode Island"
## [2173] "South Carolina" "South Dakota" "Tennessee"
## [2176] "Texas" "Utah" "Vermont"
## [2179] "Virginia" "Washington" "West Virginia"
## [2182] "Wisconsin" "Wyoming" "Puerto Rico"
## [2185] "Alabama" "Alaska" "Arizona"
## [2188] "Arkansas" "California" "Colorado"
## [2191] "Connecticut" "Delaware" "District of Columbia"
## [2194] "Florida" "Georgia" "Hawaii"
## [2197] "Idaho" "Illinois" "Indiana"
## [2200] "Iowa" "Kansas" "Kentucky"
## [2203] "Louisiana" "Maine" "Maryland"
## [2206] "Massachusetts" "Michigan" "Minnesota"
## [2209] "Mississippi" "Missouri" "Montana"
## [2212] "Nebraska" "Nevada" "New Hampshire"
## [2215] "New Jersey" "New Mexico" "New York"
## [2218] "North Carolina" "North Dakota" "Ohio"
## [2221] "Oklahoma" "Oregon" "Pennsylvania"
## [2224] "Rhode Island" "South Carolina" "South Dakota"
## [2227] "Tennessee" "Texas" "Utah"
## [2230] "Vermont" "Virginia" "Washington"
## [2233] "West Virginia" "Wisconsin" "Wyoming"
## [2236] "Puerto Rico" "Alabama" "Alaska"
## [2239] "Arizona" "Arkansas" "California"
## [2242] "Colorado" "Connecticut" "Delaware"
## [2245] "District of Columbia" "Florida" "Georgia"
## [2248] "Hawaii" "Idaho" "Illinois"
## [2251] "Indiana" "Iowa" "Kansas"
## [2254] "Kentucky" "Louisiana" "Maine"
## [2257] "Maryland" "Massachusetts" "Michigan"
## [2260] "Minnesota" "Mississippi" "Missouri"
## [2263] "Montana" "Nebraska" "Nevada"
## [2266] "New Hampshire" "New Jersey" "New Mexico"
## [2269] "New York" "North Carolina" "North Dakota"
## [2272] "Ohio" "Oklahoma" "Oregon"
## [2275] "Pennsylvania" "Rhode Island" "South Carolina"
## [2278] "South Dakota" "Tennessee" "Texas"
## [2281] "Utah" "Vermont" "Virginia"
## [2284] "Washington" "West Virginia" "Wisconsin"
## [2287] "Wyoming" "Puerto Rico" "Alabama"
## [2290] "Alaska" "Arizona" "Arkansas"
## [2293] "California" "Colorado" "Connecticut"
## [2296] "Delaware" "District of Columbia" "Florida"
## [2299] "Georgia" "Hawaii" "Idaho"
## [2302] "Illinois" "Indiana" "Iowa"
## [2305] "Kansas" "Kentucky" "Louisiana"
## [2308] "Maine" "Maryland" "Massachusetts"
## [2311] "Michigan" "Minnesota" "Mississippi"
## [2314] "Missouri" "Montana" "Nebraska"
## [2317] "Nevada" "New Hampshire" "New Jersey"
## [2320] "New Mexico" "New York" "North Carolina"
## [2323] "North Dakota" "Ohio" "Oklahoma"
## [2326] "Oregon" "Pennsylvania" "Rhode Island"
## [2329] "South Carolina" "South Dakota" "Tennessee"
## [2332] "Texas" "Utah" "Vermont"
## [2335] "Virginia" "Washington" "West Virginia"
## [2338] "Wisconsin" "Wyoming" "Puerto Rico"
## [2341] "Alabama" "Alaska" "Arizona"
## [2344] "Arkansas" "California" "Colorado"
## [2347] "Connecticut" "Delaware" "District of Columbia"
## [2350] "Florida" "Georgia" "Hawaii"
## [2353] "Idaho" "Illinois" "Indiana"
## [2356] "Iowa" "Kansas" "Kentucky"
## [2359] "Louisiana" "Maine" "Maryland"
## [2362] "Massachusetts" "Michigan" "Minnesota"
## [2365] "Mississippi" "Missouri" "Montana"
## [2368] "Nebraska" "Nevada" "New Hampshire"
## [2371] "New Jersey" "New Mexico" "New York"
## [2374] "North Carolina" "North Dakota" "Ohio"
## [2377] "Oklahoma" "Oregon" "Pennsylvania"
## [2380] "Rhode Island" "South Carolina" "South Dakota"
## [2383] "Tennessee" "Texas" "Utah"
## [2386] "Vermont" "Virginia" "Washington"
## [2389] "West Virginia" "Wisconsin" "Wyoming"
## [2392] "Puerto Rico" "Alabama" "Alaska"
## [2395] "Arizona" "Arkansas" "California"
## [2398] "Colorado" "Connecticut" "Delaware"
## [2401] "District of Columbia" "Florida" "Georgia"
## [2404] "Hawaii" "Idaho" "Illinois"
## [2407] "Indiana" "Iowa" "Kansas"
## [2410] "Kentucky" "Louisiana" "Maine"
## [2413] "Maryland" "Massachusetts" "Michigan"
## [2416] "Minnesota" "Mississippi" "Missouri"
## [2419] "Montana" "Nebraska" "Nevada"
## [2422] "New Hampshire" "New Jersey" "New Mexico"
## [2425] "New York" "North Carolina" "North Dakota"
## [2428] "Ohio" "Oklahoma" "Oregon"
## [2431] "Pennsylvania" "Rhode Island" "South Carolina"
## [2434] "South Dakota" "Tennessee" "Texas"
## [2437] "Utah" "Vermont" "Virginia"
## [2440] "Washington" "West Virginia" "Wisconsin"
## [2443] "Wyoming" "Puerto Rico" "Alabama"
## [2446] "Alaska" "Arizona" "Arkansas"
## [2449] "California" "Colorado" "Connecticut"
## [2452] "Delaware" "District of Columbia" "Florida"
## [2455] "Georgia" "Hawaii" "Idaho"
## [2458] "Illinois" "Indiana" "Iowa"
## [2461] "Kansas" "Kentucky" "Louisiana"
## [2464] "Maine" "Maryland" "Massachusetts"
## [2467] "Michigan" "Minnesota" "Mississippi"
## [2470] "Missouri" "Montana" "Nebraska"
## [2473] "Nevada" "New Hampshire" "New Jersey"
## [2476] "New Mexico" "New York" "North Carolina"
## [2479] "North Dakota" "Ohio" "Oklahoma"
## [2482] "Oregon" "Pennsylvania" "Rhode Island"
## [2485] "South Carolina" "South Dakota" "Tennessee"
## [2488] "Texas" "Utah" "Vermont"
## [2491] "Virginia" "Washington" "West Virginia"
## [2494] "Wisconsin" "Wyoming" "Puerto Rico"
## [2497] "Alabama" "Alaska" "Arizona"
## [2500] "Arkansas" "California" "Colorado"
## [2503] "Connecticut" "Delaware" "District of Columbia"
## [2506] "Florida" "Georgia" "Hawaii"
## [2509] "Idaho" "Illinois" "Indiana"
## [2512] "Iowa" "Kansas" "Kentucky"
## [2515] "Louisiana" "Maine" "Maryland"
## [2518] "Massachusetts" "Michigan" "Minnesota"
## [2521] "Mississippi" "Missouri" "Montana"
## [2524] "Nebraska" "Nevada" "New Hampshire"
## [2527] "New Jersey" "New Mexico" "New York"
## [2530] "North Carolina" "North Dakota" "Ohio"
## [2533] "Oklahoma" "Oregon" "Pennsylvania"
## [2536] "Rhode Island" "South Carolina" "South Dakota"
## [2539] "Tennessee" "Texas" "Utah"
## [2542] "Vermont" "Virginia" "Washington"
## [2545] "West Virginia" "Wisconsin" "Wyoming"
## [2548] "Puerto Rico" "Alabama" "Alaska"
## [2551] "Arizona" "Arkansas" "California"
## [2554] "Colorado" "Connecticut" "Delaware"
## [2557] "District of Columbia" "Florida" "Georgia"
## [2560] "Hawaii" "Idaho" "Illinois"
## [2563] "Indiana" "Iowa" "Kansas"
## [2566] "Kentucky" "Louisiana" "Maine"
## [2569] "Maryland" "Massachusetts" "Michigan"
## [2572] "Minnesota" "Mississippi" "Missouri"
## [2575] "Montana" "Nebraska" "Nevada"
## [2578] "New Hampshire" "New Jersey" "New Mexico"
## [2581] "New York" "North Carolina" "North Dakota"
## [2584] "Ohio" "Oklahoma" "Oregon"
## [2587] "Pennsylvania" "Rhode Island" "South Carolina"
## [2590] "South Dakota" "Tennessee" "Texas"
## [2593] "Utah" "Vermont" "Virginia"
## [2596] "Washington" "West Virginia" "Wisconsin"
## [2599] "Wyoming" "Puerto Rico" "Alabama"
## [2602] "Alaska" "Arizona" "Arkansas"
## [2605] "California" "Colorado" "Connecticut"
## [2608] "Delaware" "District of Columbia" "Florida"
## [2611] "Georgia" "Hawaii" "Idaho"
## [2614] "Illinois" "Indiana" "Iowa"
## [2617] "Kansas" "Kentucky" "Louisiana"
## [2620] "Maine" "Maryland" "Massachusetts"
## [2623] "Michigan" "Minnesota" "Mississippi"
## [2626] "Missouri" "Montana" "Nebraska"
## [2629] "Nevada" "New Hampshire" "New Jersey"
## [2632] "New Mexico" "New York" "North Carolina"
## [2635] "North Dakota" "Ohio" "Oklahoma"
## [2638] "Oregon" "Pennsylvania" "Rhode Island"
## [2641] "South Carolina" "South Dakota" "Tennessee"
## [2644] "Texas" "Utah" "Vermont"
## [2647] "Virginia" "Washington" "West Virginia"
## [2650] "Wisconsin" "Wyoming" "Puerto Rico"
## [2653] "Alabama" "Alaska" "Arizona"
## [2656] "Arkansas" "California" "Colorado"
## [2659] "Connecticut" "Delaware" "District of Columbia"
## [2662] "Florida" "Georgia" "Hawaii"
## [2665] "Idaho" "Illinois" "Indiana"
## [2668] "Iowa" "Kansas" "Kentucky"
## [2671] "Louisiana" "Maine" "Maryland"
## [2674] "Massachusetts" "Michigan" "Minnesota"
## [2677] "Mississippi" "Missouri" "Montana"
## [2680] "Nebraska" "Nevada" "New Hampshire"
## [2683] "New Jersey" "New Mexico" "New York"
## [2686] "North Carolina" "North Dakota" "Ohio"
## [2689] "Oklahoma" "Oregon" "Pennsylvania"
## [2692] "Rhode Island" "South Carolina" "South Dakota"
## [2695] "Tennessee" "Texas" "Utah"
## [2698] "Vermont" "Virginia" "Washington"
## [2701] "West Virginia" "Wisconsin" "Wyoming"
## [2704] "Puerto Rico" "Alabama" "Alaska"
## [2707] "Arizona" "Arkansas" "California"
## [2710] "Colorado" "Connecticut" "Delaware"
## [2713] "District of Columbia" "Florida" "Georgia"
## [2716] "Hawaii" "Idaho" "Illinois"
## [2719] "Indiana" "Iowa" "Kansas"
## [2722] "Kentucky" "Louisiana" "Maine"
## [2725] "Maryland" "Massachusetts" "Michigan"
## [2728] "Minnesota" "Mississippi" "Missouri"
## [2731] "Montana" "Nebraska" "Nevada"
## [2734] "New Hampshire" "New Jersey" "New Mexico"
## [2737] "New York" "North Carolina" "North Dakota"
## [2740] "Ohio" "Oklahoma" "Oregon"
## [2743] "Pennsylvania" "Rhode Island" "South Carolina"
## [2746] "South Dakota" "Tennessee" "Texas"
## [2749] "Utah" "Vermont" "Virginia"
## [2752] "Washington" "West Virginia" "Wisconsin"
## [2755] "Wyoming" "Puerto Rico" "Alabama"
## [2758] "Alaska" "Arizona" "Arkansas"
## [2761] "California" "Colorado" "Connecticut"
## [2764] "Delaware" "District of Columbia" "Florida"
## [2767] "Georgia" "Hawaii" "Idaho"
## [2770] "Illinois" "Indiana" "Iowa"
## [2773] "Kansas" "Kentucky" "Louisiana"
## [2776] "Maine" "Maryland" "Massachusetts"
## [2779] "Michigan" "Minnesota" "Mississippi"
## [2782] "Missouri" "Montana" "Nebraska"
## [2785] "Nevada" "New Hampshire" "New Jersey"
## [2788] "New Mexico" "New York" "North Carolina"
## [2791] "North Dakota" "Ohio" "Oklahoma"
## [2794] "Oregon" "Pennsylvania" "Rhode Island"
## [2797] "South Carolina" "South Dakota" "Tennessee"
## [2800] "Texas" "Utah" "Vermont"
## [2803] "Virginia" "Washington" "West Virginia"
## [2806] "Wisconsin" "Wyoming" "Puerto Rico"
## [2809] "Alabama" "Alaska" "Arizona"
## [2812] "Arkansas" "California" "Colorado"
## [2815] "Connecticut" "Delaware" "District of Columbia"
## [2818] "Florida" "Georgia" "Hawaii"
## [2821] "Idaho" "Illinois" "Indiana"
## [2824] "Iowa" "Kansas" "Kentucky"
## [2827] "Louisiana" "Maine" "Maryland"
## [2830] "Massachusetts" "Michigan" "Minnesota"
## [2833] "Mississippi" "Missouri" "Montana"
## [2836] "Nebraska" "Nevada" "New Hampshire"
## [2839] "New Jersey" "New Mexico" "New York"
## [2842] "North Carolina" "North Dakota" "Ohio"
## [2845] "Oklahoma" "Oregon" "Pennsylvania"
## [2848] "Rhode Island" "South Carolina" "South Dakota"
## [2851] "Tennessee" "Texas" "Utah"
## [2854] "Vermont" "Virginia" "Washington"
## [2857] "West Virginia" "Wisconsin" "Wyoming"
## [2860] "Puerto Rico" "Alabama" "Alaska"
## [2863] "Arizona" "Arkansas" "California"
## [2866] "Colorado" "Connecticut" "Delaware"
## [2869] "District of Columbia" "Florida" "Georgia"
## [2872] "Hawaii" "Idaho" "Illinois"
## [2875] "Indiana" "Iowa" "Kansas"
## [2878] "Kentucky" "Louisiana" "Maine"
## [2881] "Maryland" "Massachusetts" "Michigan"
## [2884] "Minnesota" "Mississippi" "Missouri"
## [2887] "Montana" "Nebraska" "Nevada"
## [2890] "New Hampshire" "New Jersey" "New Mexico"
## [2893] "New York" "North Carolina" "North Dakota"
## [2896] "Ohio" "Oklahoma" "Oregon"
## [2899] "Pennsylvania" "Rhode Island" "South Carolina"
## [2902] "South Dakota" "Tennessee" "Texas"
## [2905] "Utah" "Vermont" "Virginia"
## [2908] "Washington" "West Virginia" "Wisconsin"
## [2911] "Wyoming" "Puerto Rico" "Alabama"
## [2914] "Alaska" "Arizona" "Arkansas"
## [2917] "California" "Colorado" "Connecticut"
## [2920] "Delaware" "District of Columbia" "Florida"
## [2923] "Georgia" "Hawaii" "Idaho"
## [2926] "Illinois" "Indiana" "Iowa"
## [2929] "Kansas" "Kentucky" "Louisiana"
## [2932] "Maine" "Maryland" "Massachusetts"
## [2935] "Michigan" "Minnesota" "Mississippi"
## [2938] "Missouri" "Montana" "Nebraska"
## [2941] "Nevada" "New Hampshire" "New Jersey"
## [2944] "New Mexico" "New York" "North Carolina"
## [2947] "North Dakota" "Ohio" "Oklahoma"
## [2950] "Oregon" "Pennsylvania" "Rhode Island"
## [2953] "South Carolina" "South Dakota" "Tennessee"
## [2956] "Texas" "Utah" "Vermont"
## [2959] "Virginia" "Washington" "West Virginia"
## [2962] "Wisconsin" "Wyoming" "Puerto Rico"
## [2965] "Alabama" "Alaska" "Arizona"
## [2968] "Arkansas" "California" "Colorado"
## [2971] "Connecticut" "Delaware" "District of Columbia"
## [2974] "Florida" "Georgia" "Hawaii"
## [2977] "Idaho" "Illinois" "Indiana"
## [2980] "Iowa" "Kansas" "Kentucky"
## [2983] "Louisiana" "Maine" "Maryland"
## [2986] "Massachusetts" "Michigan" "Minnesota"
## [2989] "Mississippi" "Missouri" "Montana"
## [2992] "Nebraska" "Nevada" "New Hampshire"
## [2995] "New Jersey" "New Mexico" "New York"
## [2998] "North Carolina" "North Dakota" "Ohio"
## [3001] "Oklahoma" "Oregon" "Pennsylvania"
## [3004] "Rhode Island" "South Carolina" "South Dakota"
## [3007] "Tennessee" "Texas" "Utah"
## [3010] "Vermont" "Virginia" "Washington"
## [3013] "West Virginia" "Wisconsin" "Wyoming"
## [3016] "Puerto Rico" "Alabama" "Alaska"
## [3019] "Arizona" "Arkansas" "California"
## [3022] "Colorado" "Connecticut" "Delaware"
## [3025] "District of Columbia" "Florida" "Georgia"
## [3028] "Hawaii" "Idaho" "Illinois"
## [3031] "Indiana" "Iowa" "Kansas"
## [3034] "Kentucky" "Louisiana" "Maine"
## [3037] "Maryland" "Massachusetts" "Michigan"
## [3040] "Minnesota" "Mississippi" "Missouri"
## [3043] "Montana" "Nebraska" "Nevada"
## [3046] "New Hampshire" "New Jersey" "New Mexico"
## [3049] "New York" "North Carolina" "North Dakota"
## [3052] "Ohio" "Oklahoma" "Oregon"
## [3055] "Pennsylvania" "Rhode Island" "South Carolina"
## [3058] "South Dakota" "Tennessee" "Texas"
## [3061] "Utah" "Vermont" "Virginia"
## [3064] "Washington" "West Virginia" "Wisconsin"
## [3067] "Wyoming" "Puerto Rico" "Alabama"
## [3070] "Alaska" "Arizona" "Arkansas"
## [3073] "California" "Colorado" "Connecticut"
## [3076] "Delaware" "District of Columbia" "Florida"
## [3079] "Georgia" "Hawaii" "Idaho"
## [3082] "Illinois" "Indiana" "Iowa"
## [3085] "Kansas" "Kentucky" "Louisiana"
## [3088] "Maine" "Maryland" "Massachusetts"
## [3091] "Michigan" "Minnesota" "Mississippi"
## [3094] "Missouri" "Montana" "Nebraska"
## [3097] "Nevada" "New Hampshire" "New Jersey"
## [3100] "New Mexico" "New York" "North Carolina"
## [3103] "North Dakota" "Ohio" "Oklahoma"
## [3106] "Oregon" "Pennsylvania" "Rhode Island"
## [3109] "South Carolina" "South Dakota" "Tennessee"
## [3112] "Texas" "Utah" "Vermont"
## [3115] "Virginia" "Washington" "West Virginia"
## [3118] "Wisconsin" "Wyoming" "Puerto Rico"
## [3121] "Alabama" "Alaska" "Arizona"
## [3124] "Arkansas" "California" "Colorado"
## [3127] "Connecticut" "Delaware" "District of Columbia"
## [3130] "Florida" "Georgia" "Hawaii"
## [3133] "Idaho" "Illinois" "Indiana"
## [3136] "Iowa" "Kansas" "Kentucky"
## [3139] "Louisiana" "Maine" "Maryland"
## [3142] "Massachusetts" "Michigan" "Minnesota"
## [3145] "Mississippi" "Missouri" "Montana"
## [3148] "Nebraska" "Nevada" "New Hampshire"
## [3151] "New Jersey" "New Mexico" "New York"
## [3154] "North Carolina" "North Dakota" "Ohio"
## [3157] "Oklahoma" "Oregon" "Pennsylvania"
## [3160] "Rhode Island" "South Carolina" "South Dakota"
## [3163] "Tennessee" "Texas" "Utah"
## [3166] "Vermont" "Virginia" "Washington"
## [3169] "West Virginia" "Wisconsin" "Wyoming"
## [3172] "Puerto Rico" "Alabama" "Alaska"
## [3175] "Arizona" "Arkansas" "California"
## [3178] "Colorado" "Connecticut" "Delaware"
## [3181] "District of Columbia" "Florida" "Georgia"
## [3184] "Hawaii" "Idaho" "Illinois"
## [3187] "Indiana" "Iowa" "Kansas"
## [3190] "Kentucky" "Louisiana" "Maine"
## [3193] "Maryland" "Massachusetts" "Michigan"
## [3196] "Minnesota" "Mississippi" "Missouri"
## [3199] "Montana" "Nebraska" "Nevada"
## [3202] "New Hampshire" "New Jersey" "New Mexico"
## [3205] "New York" "North Carolina" "North Dakota"
## [3208] "Ohio" "Oklahoma" "Oregon"
## [3211] "Pennsylvania" "Rhode Island" "South Carolina"
## [3214] "South Dakota" "Tennessee" "Texas"
## [3217] "Utah" "Vermont" "Virginia"
## [3220] "Washington" "West Virginia" "Wisconsin"
## [3223] "Wyoming" "Puerto Rico" "Alabama"
## [3226] "Alaska" "Arizona" "Arkansas"
## [3229] "California" "Colorado" "Connecticut"
## [3232] "Delaware" "District of Columbia" "Florida"
## [3235] "Georgia" "Hawaii" "Idaho"
## [3238] "Illinois" "Indiana" "Iowa"
## [3241] "Kansas" "Kentucky" "Louisiana"
## [3244] "Maine" "Maryland" "Massachusetts"
## [3247] "Michigan" "Minnesota" "Mississippi"
## [3250] "Missouri" "Montana" "Nebraska"
## [3253] "Nevada" "New Hampshire" "New Jersey"
## [3256] "New Mexico" "New York" "North Carolina"
## [3259] "North Dakota" "Ohio" "Oklahoma"
## [3262] "Oregon" "Pennsylvania" "Rhode Island"
## [3265] "South Carolina" "South Dakota" "Tennessee"
## [3268] "Texas" "Utah" "Vermont"
## [3271] "Virginia" "Washington" "West Virginia"
## [3274] "Wisconsin" "Wyoming" "Puerto Rico"
## [3277] "Alabama" "Alaska" "Arizona"
## [3280] "Arkansas" "California" "Colorado"
## [3283] "Connecticut" "Delaware" "District of Columbia"
## [3286] "Florida" "Georgia" "Hawaii"
## [3289] "Idaho" "Illinois" "Indiana"
## [3292] "Iowa" "Kansas" "Kentucky"
## [3295] "Louisiana" "Maine" "Maryland"
## [3298] "Massachusetts" "Michigan" "Minnesota"
## [3301] "Mississippi" "Missouri" "Montana"
## [3304] "Nebraska" "Nevada" "New Hampshire"
## [3307] "New Jersey" "New Mexico" "New York"
## [3310] "North Carolina" "North Dakota" "Ohio"
## [3313] "Oklahoma" "Oregon" "Pennsylvania"
## [3316] "Rhode Island" "South Carolina" "South Dakota"
## [3319] "Tennessee" "Texas" "Utah"
## [3322] "Vermont" "Virginia" "Washington"
## [3325] "West Virginia" "Wisconsin" "Wyoming"
## [3328] "Puerto Rico" "Alabama" "Alaska"
## [3331] "Arizona" "Arkansas" "California"
## [3334] "Colorado" "Connecticut" "Delaware"
## [3337] "District of Columbia" "Florida" "Georgia"
## [3340] "Hawaii" "Idaho" "Illinois"
## [3343] "Indiana" "Iowa" "Kansas"
## [3346] "Kentucky" "Louisiana" "Maine"
## [3349] "Maryland" "Massachusetts" "Michigan"
## [3352] "Minnesota" "Mississippi" "Missouri"
## [3355] "Montana" "Nebraska" "Nevada"
## [3358] "New Hampshire" "New Jersey" "New Mexico"
## [3361] "New York" "North Carolina" "North Dakota"
## [3364] "Ohio" "Oklahoma" "Oregon"
## [3367] "Pennsylvania" "Rhode Island" "South Carolina"
## [3370] "South Dakota" "Tennessee" "Texas"
## [3373] "Utah" "Vermont" "Virginia"
## [3376] "Washington" "West Virginia" "Wisconsin"
## [3379] "Wyoming" "Puerto Rico"str_detect(artists$state, "California")## [1] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [13] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [25] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [37] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [49] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [61] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [73] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [85] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [97] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [109] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [121] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [133] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [145] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [157] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [169] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [181] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [193] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [205] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [217] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [229] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [241] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [253] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [265] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [277] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [289] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [301] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [313] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [325] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [337] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [349] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [361] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [373] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [385] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [397] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [409] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [421] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [433] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [445] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [457] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [469] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [481] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [493] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [505] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [517] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [529] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [541] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [553] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [565] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [577] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [589] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [601] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [613] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [625] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [637] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [649] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [661] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [673] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [685] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [697] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [709] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [721] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [733] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [745] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [757] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [769] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [781] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [793] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [805] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [817] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [829] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [841] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [853] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [865] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [877] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [889] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [901] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [913] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [925] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [937] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [949] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [961] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [973] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [985] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [997] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1009] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1021] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1033] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1045] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1057] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1069] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1081] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1093] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1105] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1117] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1129] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1141] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1153] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1165] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1177] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1189] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1201] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1213] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1225] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1237] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1249] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1261] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1273] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1285] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1297] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1309] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1321] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1333] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1345] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1357] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1369] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1381] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1393] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1405] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1417] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1429] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1441] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1453] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1465] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1477] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1489] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1501] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1513] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1525] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1537] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1549] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1561] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1573] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1585] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1597] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1609] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1621] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1633] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1645] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1657] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1669] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1681] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1693] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1705] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1717] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1729] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1741] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1753] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1765] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1777] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1789] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1801] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1813] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1825] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1837] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1849] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1861] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1873] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1885] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1897] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1909] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1921] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1933] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1945] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [2137] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [2161] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [2185] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [2545] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
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## [3169] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
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## [3217] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [3325] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
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## [3349] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [3361] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [3373] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSEsum(str_detect(artists$state, "California")
)## [1] 65artists %>%
summarise(num_California = sum(str_detect(state, "California")))## # A tibble: 1 × 1
## num_California
## <int>
## 1 65artists %>%
mutate(col_California = str_extract(state, "California")) %>%
select(state, col_California) %>%
filter(!is.na(col_California))## # A tibble: 65 × 2
## state col_California
## <chr> <chr>
## 1 California California
## 2 California California
## 3 California California
## 4 California California
## 5 California California
## 6 California California
## 7 California California
## 8 California California
## 9 California California
## 10 California California
## # ℹ 55 more rowsartists %>%
mutate(col_LA = str_replace(state, "California", "LA")) %>%
select(state, col_LA)## # A tibble: 3,380 × 2
## state col_LA
## <chr> <chr>
## 1 Alabama Alabama
## 2 Alaska Alaska
## 3 Arizona Arizona
## 4 Arkansas Arkansas
## 5 California LA
## 6 Colorado Colorado
## 7 Connecticut Connecticut
## 8 Delaware Delaware
## 9 District of Columbia District of Columbia
## 10 Florida Florida
## # ℹ 3,370 more rows