data <- read_excel("data/myData.xlsx")data$state## [1] "Montana" "Texas" "Georgia" "Minnesota"
## [5] "California" "Colorado" "New York" "New York"
## [9] "Michigan" "Virginia" "Florida" "Georgia"
## [13] "South Carolina" "Colorado" "Alabama" "Alabama"
## [17] "Alabama" "North Carolina" "Alaska" "Alaska"
## [21] "New York" "Georgia" "Georgia" "Connecticut"
## [25] "Michigan" "Pennsylvania" "Mississippi" "West Virginia"
## [29] "Minnesota" "New York" "California" "Maryland"
## [33] "Pennsylvania" "Ohio" "Iowa" "Kansas"
## [37] "South Carolina" "California" "Michigan" "Michigan"
## [41] "Pennsylvania" "Wisconsin" "Texas" "Texas"
## [45] "Texas" "New York" "Illinois" "New York"
## [49] "California" "Tennessee" "Arizona" "Massachusetts"
## [53] "California" "Virginia" "Virginia" "Virginia"
## [57] "Virginia" "Virginia" "Virginia" "West Virginia"
## [61] "California" "NA" "NA" "NA"
## [65] "Massachusetts" "Alabama" "Indiana" "South Carolina"
## [69] "Indiana" "Georgia" "Michigan" "Texas"
## [73] "Texas" "Massachusetts" "Maryland" "Minnesota"
## [77] "Minnesota" "California" "Ohio" "California"
## [81] "Ohio" "California" "Washington" "North Carolina"
## [85] "West Virginia" "North Carolina" "Michigan" "Tennessee"
## [89] "Colorado" "Pennsylvania" "Arizona" "Arizona"
## [93] "Arizona" "Arkansas" "Arkansas" "Arkansas"
## [97] "Arkansas" "Arkansas" "Arkansas" "Arkansas"
## [101] "Arkansas" "Texas" "Georgia" "Ohio"
## [105] "California" "Texas" "Pennsylvania" "Arizona"
## [109] "Pennsylvania" "New York" "Kentucky" "North Carolina"
## [113] "California" "Kentucky" "Ohio" "Georgia"
## [117] "Connecticut" "Massachusetts" "New Jersey" "Alabama"
## [121] "Georgia" "Georgia" "Georgia" "New Jersey"
## [125] "NA" "Alabama" "Alabama" "Minnesota"
## [129] "Georgia" "Georgia" "Illinois" "South Dakota"
## [133] "Ohio" "Illinois" "Texas" "Texas"
## [137] "Texas" "Tennessee" "Florida" "Virginia"
## [141] "Missouri" "California" "Massachusetts" "Kansas"
## [145] "California" "Ohio" "Indiana" "Maryland"
## [149] "Missouri" "Florida" "Tennessee" "Texas"
## [153] "Texas" "Kansas" "New York" "Massachusetts"
## [157] "New York" "Florida" "California" "North Carolina"
## [161] "Kansas" "Washington" "Maine" "Washington"
## [165] "Louisiana" "Michigan" "Michigan" "Massachusetts"
## [169] "Massachusetts" "NA" "Texas" "Florida"
## [173] "North Carolina" "Massachusetts" "Kentucky" "New York"
## [177] "Mississippi" "Kentucky" "Washington" "Nebraska"
## [181] "Wisconsin" "Washington" "North Carolina" "Ohio"
## [185] "Tennessee" "Wisconsin" "Minnesota" "South Carolina"
## [189] "Kansas" "Illinois" "Massachusetts" "North Carolina"
## [193] "Vermont" "Massachusetts" "Kentucky" "New Jersey"
## [197] "California" "California" "Massachusetts" "Massachusetts"
## [201] "Georgia" "New York" "New Jersey" "Kansas"
## [205] "West Virginia" "Minnesota" "Indiana" "Kansas"
## [209] "Tennessee" "Minnesota" "California" "Florida"
## [213] "Georgia" "California" "Alabama" "Washington"
## [217] "Kentucky" "California" "Alabama" "Alabama"
## [221] "North Dakota" "Illinois" "South Dakota" "Arkansas"
## [225] "Illinois" "Montana" "Wisconsin" "North Carolina"
## [229] "Illinois" "Texas" "New Jersey" "Pennsylvania"
## [233] "Mississippi" "Oregon" "West Virginia" "North Carolina"
## [237] "Virginia" "Virginia" "West Virginia" "Kentucky"
## [241] "Ohio" "South Carolina" "Idaho" "Idaho"
## [245] "Missouri" "New York" "Louisiana" "Massachusetts"
## [249] "Massachusetts" "Massachusetts" "Massachusetts" "Massachusetts"
## [253] "Maine" "Maryland" "Ohio" "Ohio"
## [257] "Illinois" "Massachusetts" "California" "Texas"
## [261] "Georgia" "Kentucky" "North Carolina" "Georgia"
## [265] "Iowa" "West Virginia" "Virginia" "Massachusetts"
## [269] "Utah" "Hawaii" "Idaho" "Massachusetts"
## [273] "New Jersey" "Texas" "New York" "Florida"
## [277] "Rhode Island" "North Carolina" "Nebraska" "Tennessee"
## [281] "Arkansas" "Rhode Island" "Pennsylvania" "Pennsylvania"
## [285] "Pennsylvania" "Pennsylvania" "Iowa" "Massachusetts"
## [289] "Kansas" "Pennsylvania" "Indiana" "California"
## [293] "North Carolina" "California" "Pennsylvania" "Pennsylvania"
## [297] "North Carolina" "New Jersey" "Alabama" "California"
## [301] "California" "California" "California" "California"
## [305] "California" "California" "California" "California"
## [309] "California" "California" "California" "California"
## [313] "California" "California" "California" "California"
## [317] "California" "California" "California" "California"
## [321] "California" "California" "California" "California"
## [325] "California" "California" "California" "California"
## [329] "Pennsylvania" "Indiana" "Missouri" "Michigan"
## [333] "Massachusetts" "New Jersey" "Oklahoma" "North Carolina"
## [337] "Kentucky" "California" "New York" "North Dakota"
## [341] "Massachusetts" "North Carolina" "Minnesota" "Connecticut"
## [345] "Ohio" "Maryland" "Wisconsin" "Nevada"
## [349] "Utah" "NA" "Oklahoma" "Illinois"
## [353] "Minnesota" "Florida" "NA" "Pennsylvania"
## [357] "Pennsylvania" "North Carolina" "Montana" "Maryland"
## [361] "Wisconsin" "Tennessee" "North Carolina" "Wisconsin"
## [365] "Georgia" "Washington" "Ohio" "Wyoming"
## [369] "Vermont" "North Carolina" "North Carolina" "West Virginia"
## [373] "NA" "New York" "New York" "Maryland"
## [377] "Pennsylvania" "Texas" "Ohio" "Louisiana"
## [381] "New Jersey" "Alabama" "Arizona" "Arkansas"
## [385] "North Carolina" "South Carolina" "Kansas" "Iowa"
## [389] "Nebraska" "Connecticut" "Georgia" "Minnesota"
## [393] "Maine" "Missouri" "Michigan" "New Mexico"
## [397] "Ohio" "Oregon" "Pennsylvania" "North Carolina"
## [401] "Ohio" "Texas" "Virginia" "Washington"
## [405] "Wyoming" "New York" "Washington" "Kentucky"
## [409] "Minnesota" "California" "California" "California"
## [413] "Nebraska" "California" "Illinois" "Hawaii"
## [417] "Vermont" "Arizona" "California" "California"
## [421] "South Carolina" "North Carolina" "Connecticut" "Ohio"
## [425] "Pennsylvania" "Georgia" "Alabama" "Tennessee"
## [429] "Oregon" "Maryland" "Pennsylvania" "Pennsylvania"
## [433] "Illinois" "Montana" "Florida" "Wisconsin"
## [437] "North Carolina" "Virginia" "Tennessee" "Virginia"
## [441] "Ohio" "Ohio" "Ohio" "Texas"
## [445] "California" "California" "Illinois" "Illinois"
## [449] "Illinois" "Illinois" "Illinois" "Illinois"
## [453] "Illinois" "New York" "New York" "New York"
## [457] "New York" "New York" "New York" "New York"
## [461] "New York" "New York" "New York" "New York"
## [465] "New York" "New York" "New York" "New York"
## [469] "New York" "New York" "New York" "Oregon"
## [473] "South Carolina" "California" "Texas" "Pennsylvania"
## [477] "Georgia" "Washington" "Ohio" "Massachusetts"
## [481] "Iowa" "Pennsylvania" "Nebraska" "New York"
## [485] "Oregon" "Georgia" "Kentucky" "Michigan"
## [489] "South Carolina" "North Carolina" "Ohio" "Ohio"
## [493] "Tennessee" "Ohio" "South Carolina" "Iowa"
## [497] "New York" "Kansas" "Washington" "New Mexico"
## [501] "Mississippi" "Alabama" "Texas" "North Carolina"
## [505] "South Carolina" "Georgia" "California" "Arizona"
## [509] "New York" "Arizona" "Iowa" "Kansas"
## [513] "California" "South Carolina" "Maine" "Kansas"
## [517] "New Hampshire" "California" "New York" "Michigan"
## [521] "California" "Texas" "Florida" "Florida"
## [525] "Florida" "Florida" "South Carolina" "Georgia"
## [529] "Indiana" "Illinois" "Idaho" "Idaho"
## [533] "Illinois" "California" "Wisconsin" "New York"
## [537] "New York" "Nebraska" "New York" "California"
## [541] "Idaho" "Maryland" "Nevada" "Minnesota"
## [545] "New Jersey" "Vermont" "Minnesota" "North Carolina"
## [549] "Maine" "California" "California" "Massachusetts"
## [553] "Texas" "Oklahoma" "Arkansas" "Missouri"
## [557] "California" "California" "California" "New York"
## [561] "Idaho" "Virginia" "Ohio" "Texas"
## [565] "Colorado" "Colorado" "Colorado" "Colorado"
## [569] "Colorado" "Colorado" "Colorado" "Colorado"
## [573] "Colorado" "Colorado" "Colorado" "Washington"
## [577] "NA" "South Carolina" "Missouri" "California"
## [581] "Illinois" "California" "Wisconsin" "South Carolina"
## [585] "Alabama" "Tennessee" "New York" "New York"
## [589] "New York" "Ohio" "Ohio" "Georgia"
## [593] "Georgia" "Texas" "Pennsylvania" "Pennsylvania"
## [597] "Colorado" "Maryland" "Pennsylvania" "Colorado"
## [601] "Pennsylvania" "Rhode Island" "Vermont" "Missouri"
## [605] "West Virginia" "New York" "Alabama" "Minnesota"
## [609] "Michigan" "Oregon" "Nebraska" "Illinois"
## [613] "California" "Minnesota" "Texas" "Wisconsin"
## [617] "Connecticut" "Oklahoma" "NA" "California"
## [621] "South Carolina" "New York" "Mississippi" "California"
## [625] "Maryland" "Oregon" "Iowa" "New York"
## [629] "Michigan" "New York" "Washington" "Arkansas"
## [633] "California" "Missouri" "New Jersey" "Georgia"
## [637] "Kansas" "Missouri" "California" "North Carolina"
## [641] "Nebraska" "Nebraska" "Texas" "Indiana"
## [645] "Missouri" "Arkansas" "Minnesota" "California"
## [649] "Texas" "New York" "Missouri" "New Jersey"
## [653] "Tennessee" "Massachusetts" "Ohio" "California"
## [657] "California" "New York" "Virginia" "New York"
## [661] "North Dakota" "Minnesota" "South Dakota" "South Dakota"
## [665] "Texas" "Texas" "Texas" "Georgia"
## [669] "Illinois" "Virginia" "New Hampshire" "Michigan"
## [673] "North Carolina" "North Carolina" "West Virginia" "New York"
## [677] "Montana" "Florida" "California" "Massachusetts"
## [681] "Ohio" "Texas" "Delaware" "Pennsylvania"
## [685] "Delaware" "Delaware" "Delaware" "Delaware"
## [689] "Pennsylvania" "Louisiana" "Michigan" "Mississippi"
## [693] "Ohio" "South Carolina" "Illinois" "Indiana"
## [697] "Iowa" "Pennsylvania" "California" "California"
## [701] "Pennsylvania" "North Dakota" "Washington" "Louisiana"
## [705] "Arizona" "Iowa" "Utah" "Nebraska"
## [709] "Kansas" "New York" "Illinois" "California"
## [713] "New Mexico" "Kansas" "Iowa" "Iowa"
## [717] "New Jersey" "Pennsylvania" "Missouri" "North Carolina"
## [721] "Pennsylvania" "North Carolina" "New York" "Tennessee"
## [725] "Indiana" "Arkansas" "North Carolina" "Missouri"
## [729] "Mississippi" "Oklahoma" "Georgia" "California"
## [733] "Mississippi" "Pennsylvania" "Tennessee" "Texas"
## [737] "Illinois" "Arizona" "Connecticut" "Florida"
## [741] "Ohio" "Illinois" "New Jersey" "Kentucky"
## [745] "Maine" "Virginia" "Michigan" "Massachusetts"
## [749] "New Mexico" "New Mexico" "Oklahoma" "Oregon"
## [753] "Virginia" "Pennsylvania" "Washington" "West Virginia"
## [757] "Wyoming" "Texas" "New York" "Arkansas"
## [761] "Florida" "Virginia" "North Carolina" "Wisconsin"
## [765] "NA" "Pennsylvania" "Ohio" "Washington"
## [769] "NA" "Florida" "California" "Texas"
## [773] "Texas" "Illinois" "North Carolina" "Pennsylvania"
## [777] "Kentucky" "Iowa" "Illinois" "New York"
## [781] "New York" "New York" "Massachusetts" "North Carolina"
## [785] "Florida" "Arizona" "Florida" "Massachusetts"
## [789] "Georgia" "Massachusetts" "Iowa" "Virginia"
## [793] "Georgia" "California" "Kansas" "Massachusetts"
## [797] "Alabama" "New York" "South Carolina" "NA"
## [801] "New Jersey" "Arizona" "Ohio" "New York"
## [805] "Illinois" "Missouri" "Washington" "Florida"
## [809] "Washington" "California" "Connecticut" "New Jersey"
## [813] "New Jersey" "West Virginia" "Iowa" "Oklahoma"
## [817] "New York" "Alabama" "North Carolina" "North Carolina"
## [821] "California" "New Jersey" "Michigan" "Virginia"
## [825] "Washington" "New York" "Michigan" "Massachusetts"
## [829] "Tennessee" "Massachusetts" "New York" "Florida"
## [833] "Montana" "South Carolina" "Florida" "Florida"
## [837] "Florida" "Florida" "Florida" "Florida"
## [841] "Florida" "Florida" "Florida" "Florida"
## [845] "Florida" "Florida" "Florida" "Florida"
## [849] "California" "Minnesota" "Missouri" "California"
## [853] "New York" "South Carolina" "North Carolina" "Kansas"
## [857] "Colorado" "Montana" "Kansas" "Georgia"
## [861] "Wisconsin" "Massachusetts" "South Carolina" "Ohio"
## [865] "Texas" "Pennsylvania" "Indiana" "New Hampshire"
## [869] "Ohio" "Massachusetts" "Maryland" "Tennessee"
## [873] "California" "California" "California" "Kansas"
## [877] "Colorado" "Maryland" "California" "New York"
## [881] "South Carolina" "Alabama" "NA" "Texas"
## [885] "Pennsylvania" "Kansas" "North Carolina" "Maryland"
## [889] "North Carolina" "Kentucky" "Connecticut" "Arizona"
## [893] "Wisconsin" "California" "New York" "Pennsylvania"
## [897] "Alabama" "Alabama" "Oregon" "Virginia"
## [901] "NA" "Kentucky" "NA" "Georgia"
## [905] "Georgia" "Georgia" "Georgia" "Georgia"
## [909] "Georgia" "Georgia" "Georgia" "Georgia"
## [913] "Georgia" "Georgia" "New Jersey" "Virginia"
## [917] "Pennsylvania" "Michigan" "California" "Arizona"
## [921] "West Virginia" "Missouri" "Ohio" "Vermont"
## [925] "Michigan" "California" "California" "Delaware"
## [929] "Missouri" "Washington" "Ohio" "Connecticut"
## [933] "Massachusetts" "Georgia" "Indiana" "Maryland"
## [937] "Illinois" "Michigan" "Indiana" "Nebraska"
## [941] "Iowa" "Louisiana" "Arizona" "Michigan"
## [945] "Michigan" "Iowa" "New Hampshire" "Kansas"
## [949] "Pennsylvania" "Washington" "Texas" "Nevada"
## [953] "New Hampshire" "Montana" "Michigan" "Vermont"
## [957] "Washington" "Massachusetts" "North Carolina" "South Carolina"
## [961] "Illinois" "Iowa" "California" "Pennsylvania"
## [965] "NA" "North Carolina" "North Carolina" "Florida"
## [969] "Georgia" "Minnesota" "Oregon" "Georgia"
## [973] "Georgia" "Pennsylvania" "Maryland" "North Carolina"
## [977] "New York" "Minnesota" "Virginia" "Massachusetts"
## [981] "Virginia" "Missouri" "Indiana" "Pennsylvania"
## [985] "Texas" "Arkansas" "Maryland" "Illinois"
## [989] "Missouri" "Pennsylvania" "Pennsylvania" "California"
## [993] "New York" "Massachusetts" "California" "Kansas"
## [997] "Nebraska" "Pennsylvania" "Hawaii" "Hawaii"
## [1001] "Iowa" "North Carolina" "Kentucky" "Illinois"
## [1005] "Illinois" "Ohio" "Montana" "New York"
## [1009] "Massachusetts" "Kentucky" "Arkansas" "Arkansas"
## [1013] "Minnesota" "Michigan" "Alabama" "Washington"
## [1017] "New York" "Kansas" "Minnesota" "North Carolina"
## [1021] "Illinois" "Kansas" "Washington" "New York"
## [1025] "Texas" "Florida" "Michigan" "Mississippi"
## [1029] "Ohio" "Tennessee" "New York" "Florida"
## [1033] "Ohio" "Florida" "New York" "Virginia"
## [1037] "Mississippi" "Connecticut" "Indiana" "Pennsylvania"
## [1041] "California" "New York" "Massachusetts" "Maryland"
## [1045] "Michigan" "California" "Kentucky" "California"
## [1049] "South Carolina" "New York" "Connecticut" "Texas"
## [1053] "Texas" "Texas" "Maryland" "Texas"
## [1057] "NA" "New Jersey" "New York" "NA"
## [1061] "California" "NA" "California" "California"
## [1065] "Alabama" "Tennessee" "Indiana" "Alabama"
## [1069] "Pennsylvania" "Maine" "Texas" "Kansas"
## [1073] "Colorado" "NA" "Idaho" "Alaska"
## [1077] "Illinois" "Illinois" "Illinois" "Illinois"
## [1081] "Illinois" "Illinois" "Illinois" "Illinois"
## [1085] "Illinois" "Illinois" "Pennsylvania" "California"
## [1089] "Kansas" "Florida" "Indiana" "Indiana"
## [1093] "Indiana" "Indiana" "Indiana" "Indiana"
## [1097] "Pennsylvania" "Indiana" "Indiana" "Indiana"
## [1101] "Indiana" "Indiana" "New Mexico" "NA"
## [1105] "NA" "NA" "NA" "NA"
## [1109] "NA" "NA" "NA" "NA"
## [1113] "Arizona" "Ohio" "Minnesota" "New York"
## [1117] "Iowa" "Iowa" "Iowa" "Iowa"
## [1121] "Iowa" "California" "New York" "North Carolina"
## [1125] "Minnesota" "Mississippi" "New York" "Indiana"
## [1129] "Indiana" "Indiana" "Indiana" "Indiana"
## [1133] "Indiana" "Indiana" "Indiana" "Indiana"
## [1137] "Indiana" "Indiana" "Indiana" "Indiana"
## [1141] "Indiana" "Virginia" "Michigan" "Tennessee"
## [1145] "Mississippi" "Texas" "Alabama" "Florida"
## [1149] "Ohio" "Virginia" "North Carolina" "New York"
## [1153] "New York" "Texas" "Missouri" "Virginia"
## [1157] "Kentucky" "New York" "Alabama" "New York"
## [1161] "Pennsylvania" "Tennessee" "Illinois" "Arkansas"
## [1165] "Ohio" "California" "California" "Virginia"
## [1169] "North Carolina" "Illinois" "Maryland" "Maryland"
## [1173] "North Carolina" "Colorado" "Florida" "Rhode Island"
## [1177] "North Carolina" "Pennsylvania" "Kansas" "Tennessee"
## [1181] "Florida" "North Carolina" "Illinois" "Mississippi"
## [1185] "Alabama" "Illinois" "New York" "Pennsylvania"
## [1189] "Michigan" "Michigan" "Illinois" "Missouri"
## [1193] "Kansas" "Kansas" "Kansas" "Illinois"
## [1197] "New Jersey" "New Hampshire" "New York" "Florida"
## [1201] "Michigan" "Maine" "Georgia" "Ohio"
## [1205] "Ohio" "Ohio" "Ohio" "Ohio"
## [1209] "Ohio" "Ohio" "Ohio" "Kentucky"
## [1213] "Kentucky" "Kentucky" "Kentucky" "Ohio"
## [1217] "Ohio" "Michigan" "New York" "Florida"
## [1221] "Pennsylvania" "Texas" "Tennessee" "Pennsylvania"
## [1225] "Iowa" "Michigan" "Illinois" "Oregon"
## [1229] "Illinois" "Pennsylvania" "Michigan" "Pennsylvania"
## [1233] "Pennsylvania" "California" "Kansas" "Massachusetts"
## [1237] "Wisconsin" "Pennsylvania" "Pennsylvania" "Georgia"
## [1241] "California" "South Dakota" "Ohio" "Illinois"
## [1245] "Illinois" "Michigan" "North Dakota" "Minnesota"
## [1249] "Michigan" "California" "Washington" "Florida"
## [1253] "Ohio" "Wisconsin" "New Hampshire" "Wisconsin"
## [1257] "Illinois" "Colorado" "Texas" "Texas"
## [1261] "Texas" "Texas" "Pennsylvania" "South Carolina"
## [1265] "Maine" "Vermont" "Tennessee" "Oregon"
## [1269] "California" "Oklahoma" "Michigan" "Wyoming"
## [1273] "Texas" "California" "Massachusetts" "California"
## [1277] "Michigan" "Wisconsin" "Alabama" "Utah"
## [1281] "New York" "Pennsylvania" "Texas" "Tennessee"
## [1285] "Minnesota" "North Carolina" "Pennsylvania" "Pennsylvania"
## [1289] "Tennessee" "North Carolina" "North Carolina" "Massachusetts"
## [1293] "Texas" "Oregon" "Illinois" "Illinois"
## [1297] "Idaho" "Virginia" "California" "Georgia"
## [1301] "New York" "South Carolina" "Illinois" "Illinois"
## [1305] "Illinois" "Tennessee" "California" "Pennsylvania"
## [1309] "Missouri" "Missouri" "Kentucky" "Oregon"
## [1313] "Oregon" "Tennessee" "Montana" "Nebraska"
## [1317] "New York" "New York" "North Carolina" "Pennsylvania"
## [1321] "Missouri" "California" "Texas" "California"
## [1325] "New York" "Virginia" "Ohio" "Iowa"
## [1329] "Virginia" "California" "California" "California"
## [1333] "California" "California" "California" "California"
## [1337] "California" "California" "North Carolina" "Louisiana"
## [1341] "Louisiana" "Louisiana" "Louisiana" "Louisiana"
## [1345] "Louisiana" "Louisiana" "Ohio" "Washington"
## [1349] "California" "Illinois" "Maryland" "Louisiana"
## [1353] "Texas" "New Mexico" "Alabama" "Iowa"
## [1357] "Georgia" "Pennsylvania" "Pennsylvania" "Vermont"
## [1361] "Florida" "Arkansas" "Minnesota" "Illinois"
## [1365] "New York" "Illinois" "Michigan" "Wisconsin"
## [1369] "Kentucky" "Michigan" "Iowa" "Maine"
## [1373] "Maine" "Maine" "Ohio" "New Hampshire"
## [1377] "Connecticut" "Indiana" "Kansas" "Kansas"
## [1381] "New York" "New York" "New York" "Pennsylvania"
## [1385] "Pennsylvania" "Michigan" "Wisconsin" "New York"
## [1389] "Wisconsin" "Indiana" "Ohio" "Alabama"
## [1393] "Ohio" "New York" "Vermont" "Wisconsin"
## [1397] "North Carolina" "West Virginia" "Iowa" "North Carolina"
## [1401] "Minnesota" "Tennessee" "Indiana" "Virginia"
## [1405] "Michigan" "Maryland" "Oregon" "California"
## [1409] "New York" "Virginia" "Tennessee" "Missouri"
## [1413] "Pennsylvania" "Massachusetts" "Massachusetts" "Massachusetts"
## [1417] "Massachusetts" "Massachusetts" "Massachusetts" "North Carolina"
## [1421] "Kentucky" "North Dakota" "Maryland" "North Carolina"
## [1425] "Illinois" "Illinois" "Texas" "Texas"
## [1429] "Minnesota" "Louisiana" "Kansas" "Massachusetts"
## [1433] "New York" "New York" "South Carolina" "Tennessee"
## [1437] "California" "California" "California" "New Jersey"
## [1441] "Georgia" "New York" "Iowa" "Ohio"
## [1445] "Pennsylvania" "North Carolina" "Mississippi" "Massachusetts"
## [1449] "California" "Arizona" "Minnesota" "New Mexico"
## [1453] "New York" "Pennsylvania" "Illinois" "North Carolina"
## [1457] "New York" "Nebraska" "Missouri" "Minnesota"
## [1461] "Colorado" "Florida" "Ohio" "Ohio"
## [1465] "Ohio" "Michigan" "Michigan" "Michigan"
## [1469] "Michigan" "Oklahoma" "Indiana" "North Carolina"
## [1473] "Nebraska" "Wisconsin" "Kansas" "Georgia"
## [1477] "Tennessee" "Vermont" "Connecticut" "Massachusetts"
## [1481] "New Jersey" "Texas" "Nebraska" "South Carolina"
## [1485] "Illinois" "Kentucky" "Missouri" "Texas"
## [1489] "New York" "New York" "Alabama" "Montana"
## [1493] "Pennsylvania" "Tennessee" "Illinois" "California"
## [1497] "Mississippi" "Wisconsin" "Wisconsin" "Wisconsin"
## [1501] "Missouri" "Minnesota" "Minnesota" "Minnesota"
## [1505] "Minnesota" "Minnesota" "Minnesota" "Minnesota"
## [1509] "North Dakota" "California" "New York" "Pennsylvania"
## [1513] "California" "Mississippi" "Mississippi" "Mississippi"
## [1517] "Mississippi" "Mississippi" "Mississippi" "Missouri"
## [1521] "Missouri" "Missouri" "Missouri" "Missouri"
## [1525] "Missouri" "Missouri" "Connecticut" "North Carolina"
## [1529] "South Dakota" "Missouri" "California" "Arizona"
## [1533] "New York" "New York" "Illinois" "New Jersey"
## [1537] "New York" "New York" "Michigan" "Montana"
## [1541] "Montana" "Montana" "Montana" "Montana"
## [1545] "Michigan" "New Jersey" "California" "Maryland"
## [1549] "North Carolina" "Pennsylvania" "North Carolina" "Massachusetts"
## [1553] "Illinois" "Pennsylvania" "California" "Wisconsin"
## [1557] "Illinois" "Pennsylvania" "Kentucky" "Georgia"
## [1561] "California" "Colorado" "Maryland" "Iowa"
## [1565] "South Carolina" "Illinois" "Illinois" "Tennessee"
## [1569] "Michigan" "Pennsylvania" "Ohio" "Massachusetts"
## [1573] "Massachusetts" "South Dakota" "Wisconsin" "Iowa"
## [1577] "New York" "California" "California" "California"
## [1581] "Ohio" "Maryland" "Ohio" "Massachusetts"
## [1585] "Virginia" "Texas" "Oregon" "California"
## [1589] "California" "Pennsylvania" "Oregon" "Oklahoma"
## [1593] "Kentucky" "Iowa" "Michigan" "Ohio"
## [1597] "Nebraska" "California" "Colorado" "North Carolina"
## [1601] "New Hampshire" "Tennessee" "New York" "Arizona"
## [1605] "Arkansas" "California" "Illinois" "Illinois"
## [1609] "Connecticut" "New Mexico" "Texas" "Colorado"
## [1613] "New York" "Nebraska" "Nebraska" "Nebraska"
## [1617] "Nebraska" "Nebraska" "Kansas" "Maryland"
## [1621] "Pennsylvania" "Utah" "Nevada" "California"
## [1625] "Florida" "New Hampshire" "Massachusetts" "Vermont"
## [1629] "Rhode Island" "New Hampshire" "Oregon" "New Jersey"
## [1633] "New Jersey" "New Mexico" "New Mexico" "New Mexico"
## [1637] "New Mexico" "New Mexico" "New Mexico" "New Mexico"
## [1641] "New Mexico" "Louisiana" "West Virginia" "Virginia"
## [1645] "Idaho" "New York" "New York" "New York"
## [1649] "South Carolina" "Massachusetts" "Kansas" "New Hampshire"
## [1653] "New York" "New York" "Louisiana" "Massachusetts"
## [1657] "Wisconsin" "California" "Virginia" "Minnesota"
## [1661] "Arkansas" "North Carolina" "North Carolina" "North Carolina"
## [1665] "North Carolina" "Illinois" "Kansas" "Michigan"
## [1669] "Missouri" "Ohio" "Texas" "Minnesota"
## [1673] "New York" "North Dakota" "North Dakota" "Florida"
## [1677] "Georgia" "South Carolina" "Minnesota" "Idaho"
## [1681] "Iowa" "Texas" "Illinois" "Washington"
## [1685] "Massachusetts" "Pennsylvania" "Wisconsin" "California"
## [1689] "Alabama" "Nebraska" "Iowa" "Mississippi"
## [1693] "Tennessee" "Texas" "Wisconsin" "Illinois"
## [1697] "Colorado" "Oklahoma" "Oklahoma" "South Carolina"
## [1701] "Massachusetts" "Arizona" "Massachusetts" "Illinois"
## [1705] "Kentucky" "Maine" "Michigan" "New Mexico"
## [1709] "Oklahoma" "South Dakota" "Vermont" "Virginia"
## [1713] "Wisconsin" "Minnesota" "Arizona" "Massachusetts"
## [1717] "Arkansas" "Oregon" "Wyoming" "Washington"
## [1721] "Florida" "Washington" "Iowa" "Kansas"
## [1725] "Mississippi" "Missouri" "Idaho" "Washington"
## [1729] "Ohio" "Minnesota" "Washington" "Texas"
## [1733] "Alabama" "Iowa" "Illinois" "Connecticut"
## [1737] "Minnesota" "Michigan" "Oklahoma" "California"
## [1741] "Louisiana" "Illinois" "Michigan" "Connecticut"
## [1745] "Vermont" "Tennessee" "Ohio" "California"
## [1749] "Maryland" "Florida" "North Dakota" "Louisiana"
## [1753] "New York" "Tennessee" "Minnesota" "Indiana"
## [1757] "Michigan" "Michigan" "Illinois" "Alabama"
## [1761] "Ohio" "California" "New Jersey" "Texas"
## [1765] "South Dakota" "Georgia" "Ohio" "Ohio"
## [1769] "Ohio" "Ohio" "Ohio" "Ohio"
## [1773] "Ohio" "Ohio" "Ohio" "Ohio"
## [1777] "Ohio" "Ohio" "Ohio" "Ohio"
## [1781] "Ohio" "Ohio" "West Virginia" "Ohio"
## [1785] "California" "New York" "Oklahoma" "Oklahoma"
## [1789] "Oklahoma" "Oklahoma" "Oklahoma" "Oklahoma"
## [1793] "Oklahoma" "Oklahoma" "Oklahoma" "Virginia"
## [1797] "Michigan" "Illinois" "Washington" "New York"
## [1801] "Oklahoma" "California" "New York" "South Carolina"
## [1805] "Oregon" "Oregon" "Oregon" "Oregon"
## [1809] "Pennsylvania" "Colorado" "California" "Kansas"
## [1813] "Ohio" "Arkansas" "Louisiana" "Texas"
## [1817] "Ohio" "Kentucky" "California" "Missouri"
## [1821] "Arkansas" "Missouri" "New York" "New York"
## [1825] "Washington" "Oregon" "California" "California"
## [1829] "California" "Oregon" "Connecticut" "Georgia"
## [1833] "Florida" "Florida" "Texas" "California"
## [1837] "California" "North Carolina" "Texas" "Arizona"
## [1841] "Texas" "Missouri" "Illinois" "New York"
## [1845] "California" "Florida" "New Jersey" "Virginia"
## [1849] "Virginia" "Virginia" "Texas" "New York"
## [1853] "Mississippi" "Pennsylvania" "Tennessee" "Washington"
## [1857] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [1861] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [1865] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [1869] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [1873] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [1877] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [1881] "Pennsylvania" "Pennsylvania" "Pennsylvania" "Florida"
## [1885] "California" "Nebraska" "North Carolina" "Arkansas"
## [1889] "Arkansas" "New York" "Arizona" "Georgia"
## [1893] "North Carolina" "North Carolina" "South Carolina" "Virginia"
## [1897] "Washington" "West Virginia" "Colorado" "New Jersey"
## [1901] "Arizona" "Massachusetts" "Minnesota" "Missouri"
## [1905] "North Carolina" "Kansas" "Pennsylvania" "Pennsylvania"
## [1909] "California" "New Hampshire" "California" "Pennsylvania"
## [1913] "Georgia" "Florida" "California" "NA"
## [1917] "Ohio" "California" "Oregon" "Oregon"
## [1921] "Connecticut" "West Virginia" "Illinois" "Texas"
## [1925] "Kansas" "New York" "South Carolina" "Arizona"
## [1929] "South Dakota" "Maryland" "New Jersey" "Illinois"
## [1933] "California" "Rhode Island" "Colorado" "Indiana"
## [1937] "Indiana" "North Carolina" "Massachusetts" "Illinois"
## [1941] "Connecticut" "Connecticut" "Massachusetts" "New Jersey"
## [1945] "New York" "New York" "New York" "New Jersey"
## [1949] "New York" "New York" "Ohio" "New York"
## [1953] "Virginia" "Minnesota" "New Jersey" "Oklahoma"
## [1957] "Virginia" "North Carolina" "Virginia" "Texas"
## [1961] "Missouri" "Virginia" "New Jersey" "Pennsylvania"
## [1965] "Colorado" "Oklahoma" "Oregon" "California"
## [1969] "Arizona" "Virginia" "Massachusetts" "Colorado"
## [1973] "Georgia" "Illinois" "New York" "Washington"
## [1977] "Missouri" "Pennsylvania" "Illinois" "Rhode Island"
## [1981] "Rhode Island" "Tennessee" "Texas" "Virginia"
## [1985] "Texas" "Illinois" "North Carolina" "New Jersey"
## [1989] "Minnesota" "Florida" "California" "Arizona"
## [1993] "Wisconsin" "Louisiana" "New Hampshire" "Minnesota"
## [1997] "California" "New Hampshire" "Tennessee" "Virginia"
## [2001] "North Carolina" "Pennsylvania" "Illinois" "New York"
## [2005] "North Carolina" "Michigan" "Minnesota" "New York"
## [2009] "Illinois" "Illinois" "Missouri" "North Carolina"
## [2013] "New York" "Montana" "Rhode Island" "Oklahoma"
## [2017] "Oregon" "Florida" "Illinois" "Oklahoma"
## [2021] "Indiana" "Ohio" "Pennsylvania" "Nevada"
## [2025] "Pennsylvania" "New Jersey" "New Jersey" "New Jersey"
## [2029] "North Carolina" "Massachusetts" "Illinois" "Mississippi"
## [2033] "New Jersey" "New Jersey" "New Jersey" "California"
## [2037] "Michigan" "Connecticut" "California" "California"
## [2041] "Michigan" "Michigan" "New Hampshire" "Illinois"
## [2045] "North Carolina" "New York" "Minnesota" "Florida"
## [2049] "Indiana" "Maine" "Pennsylvania" "Florida"
## [2053] "Missouri" "Missouri" "Washington" "Indiana"
## [2057] "California" "Vermont" "New Jersey" "Florida"
## [2061] "Illinois" "North Carolina" "New Jersey" "West Virginia"
## [2065] "Massachusetts" "Maryland" "Montana" "Utah"
## [2069] "Rhode Island" "Texas" "Alabama" "North Carolina"
## [2073] "Texas" "California" "California" "California"
## [2077] "California" "California" "California" "California"
## [2081] "California" "California" "Texas" "California"
## [2085] "California" "California" "New Mexico" "North Carolina"
## [2089] "California" "California" "California" "Florida"
## [2093] "New Mexico" "California" "California" "California"
## [2097] "New York" "Illinois" "Georgia" "Georgia"
## [2101] "Georgia" "New York" "Florida" "Ohio"
## [2105] "Illinois" "Massachusetts" "New York" "Michigan"
## [2109] "Texas" "Iowa" "Arizona" "California"
## [2113] "Washington" "Washington" "Washington" "Alabama"
## [2117] "Oklahoma" "Florida" "Arizona" "New Jersey"
## [2121] "Pennsylvania" "Tennessee" "Kansas" "California"
## [2125] "California" "North Carolina" "Illinois" "Ohio"
## [2129] "Alabama" "Virginia" "West Virginia" "Wyoming"
## [2133] "Iowa" "Pennsylvania" "New York" "Washington"
## [2137] "Georgia" "New York" "Michigan" "California"
## [2141] "Nevada" "California" "Wisconsin" "Massachusetts"
## [2145] "Iowa" "California" "Ohio" "South Dakota"
## [2149] "South Dakota" "North Dakota" "Washington" "New York"
## [2153] "California" "Pennsylvania" "Massachusetts" "Alabama"
## [2157] "Utah" "California" "California" "Kentucky"
## [2161] "California" "Arkansas" "South Carolina" "Minnesota"
## [2165] "California" "Tennessee" "South Dakota" "South Dakota"
## [2169] "Florida" "Georgia" "Louisiana" "Arizona"
## [2173] "North Carolina" "Texas" "Washington" "Washington"
## [2177] "Illinois" "Texas" "Arkansas" "Nebraska"
## [2181] "Kentucky" "Missouri" "Missouri" "South Dakota"
## [2185] "Mississippi" "Iowa" "North Carolina" "Illinois"
## [2189] "Louisiana" "Oklahoma" "Georgia" "Florida"
## [2193] "Tennessee" "Arkansas" "Arkansas" "Kentucky"
## [2197] "California" "California" "California" "Connecticut"
## [2201] "Georgia" "Illinois" "Illinois" "Maine"
## [2205] "Texas" "Oklahoma" "New Hampshire" "Oregon"
## [2209] "Georgia" "Ohio" "Alabama" "Louisiana"
## [2213] "Louisiana" "Louisiana" "Utah" "Vermont"
## [2217] "Virginia" "South Carolina" "West Virginia" "Virginia"
## [2221] "Missouri" "Minnesota" "Mississippi" "Tennessee"
## [2225] "Texas" "Louisiana" "Virginia" "Wisconsin"
## [2229] "Texas" "Texas" "Texas" "Texas"
## [2233] "Oklahoma" "California" "Kansas" "Iowa"
## [2237] "North Carolina" "Illinois" "Michigan" "Oklahoma"
## [2241] "Oregon" "Texas" "Kentucky" "South Carolina"
## [2245] "South Carolina" "Georgia" "Washington" "Washington"
## [2249] "Illinois" "Michigan" "Alabama" "Massachusetts"
## [2253] "Massachusetts" "Iowa" "North Carolina" "Illinois"
## [2257] "Minnesota" "Pennsylvania" "Missouri" "Michigan"
## [2261] "Minnesota" "Texas" "New York" "New York"
## [2265] "Illinois" "Pennsylvania" "Oklahoma" "New York"
## [2269] "Florida" "Illinois" "Maryland" "New Mexico"
## [2273] "New York" "Minnesota" "Louisiana" "New York"
## [2277] "New York" "New York" "New York" "Missouri"
## [2281] "Missouri" "Missouri" "Missouri" "Iowa"
## [2285] "Maryland" "Texas" "Minnesota" "Indiana"
## [2289] "Wisconsin" "Minnesota" "Minnesota" "Florida"
## [2293] "Texas" "New York" "Pennsylvania" "Connecticut"
## [2297] "California" "North Carolina" "Ohio" "Florida"
## [2301] "Missouri" "Missouri" "Texas" "Missouri"
## [2305] "Vermont" "Kansas" "Florida" "Missouri"
## [2309] "New Jersey" "Maryland" "Alabama" "New Jersey"
## [2313] "Montana" "Massachusetts" "Virginia" "Virginia"
## [2317] "New York" "Massachusetts" "Texas" "New York"
## [2321] "California" "New York" "New York" "New York"
## [2325] "New York" "New York" "New York" "New York"
## [2329] "New York" "New York" "New York" "New York"
## [2333] "New York" "New York" "New York" "New York"
## [2337] "New York" "New York" "New York" "New York"
## [2341] "New York" "New York" "New York" "New York"
## [2345] "New York" "New York" "New York" "New York"
## [2349] "New York" "North Carolina" "Pennsylvania" "New Jersey"
## [2353] "Pennsylvania" "Virginia" "New York" "Kansas"
## [2357] "Washington" "California" "Alabama" "Florida"
## [2361] "Florida" "New Jersey" "New York" "New York"
## [2365] "Pennsylvania" "Texas" "Texas" "Indiana"
## [2369] "New York" "South Carolina" "Illinois" "Texas"
## [2373] "Pennsylvania" "Tennessee" "Tennessee" "Tennessee"
## [2377] "Ohio" "Texas" "Texas" "Texas"
## [2381] "Texas" "Texas" "Texas" "Texas"
## [2385] "Texas" "Texas" "Missouri" "Texas"
## [2389] "Texas" "Texas" "Texas" "Texas"
## [2393] "Texas" "Texas" "Texas" "Pennsylvania"
## [2397] "South Carolina" "New Jersey" "New York" "Texas"
## [2401] "California" "New York" "New York" "Pennsylvania"
## [2405] "Pennsylvania" "California" "Maine" "New Jersey"
## [2409] "Pennsylvania" "Kentucky" "New Hampshire" "Virginia"
## [2413] "Georgia" "Missouri" "Connecticut" "Virginia"
## [2417] "Ohio" "Oregon" "Georgia" "Arizona"
## [2421] "New York" "New York" "Mississippi" "New York"
## [2425] "California" "Maryland" "Kentucky" "Oregon"
## [2429] "Tennessee" "North Carolina" "South Carolina" "Ohio"
## [2433] "South Carolina" "California" "Indiana" "Colorado"
## [2437] "Florida" "North Dakota" "Illinois" "Connecticut"
## [2441] "Florida" "Illinois" "Illinois" "Texas"
## [2445] "Texas" "NA" "Illinois" "New York"
## [2449] "Alabama" "Nevada" "Georgia" "Missouri"
## [2453] "Massachusetts" "Louisiana" "Oklahoma" "Connecticut"
## [2457] "NA" "Tennessee" "Alabama" "Texas"
## [2461] "New York" "New York" "Oregon" "Nebraska"
## [2465] "Kentucky" "New York" "New Jersey" "Ohio"
## [2469] "Tennessee" "Alabama" "New York" "North Dakota"
## [2473] "Maine" "NA" "NA" "NA"
## [2477] "NA" "NA" "NA" "NA"
## [2481] "Ohio" "Ohio" "Alabama" "Alabama"
## [2485] "Alabama" "Alaska" "Alaska" "Alaska"
## [2489] "California" "Arizona" "Arkansas" "Arkansas"
## [2493] "Arkansas" "Arkansas" "Arkansas" "Arkansas"
## [2497] "Arkansas" "Arkansas" "Arkansas" "Arkansas"
## [2501] "Arkansas" "Maryland" "Connecticut" "California"
## [2505] "California" "California" "California" "California"
## [2509] "California" "California" "California" "California"
## [2513] "Arkansas" "Florida" "Missouri" "Oklahoma"
## [2517] "West Virginia" "Illinois" "Ohio" "Ohio"
## [2521] "Ohio" "Colorado" "Colorado" "Colorado"
## [2525] "Connecticut" "Texas" "Ohio" "Delaware"
## [2529] "Colorado" "Michigan" "Iowa" "Indiana"
## [2533] "Ohio" "Florida" "Georgia" "Montana"
## [2537] "Connecticut" "Hawaii" "Hawaii" "Hawaii"
## [2541] "Hawaii" "Hawaii" "Hawaii" "Hawaii"
## [2545] "Hawaii" "Hawaii" "Hawaii" "Louisiana"
## [2549] "Texas" "Texas" "Texas" "Texas"
## [2553] "Idaho" "Illinois" "Illinois" "Illinois"
## [2557] "Indiana" "Iowa" "North Dakota" "Kansas"
## [2561] "Kansas" "Kentucky" "California" "Louisiana"
## [2565] "Louisiana" "Kentucky" "Virginia" "Maine"
## [2569] "Maine" "Maine" "Maine" "Maine"
## [2573] "Maine" "Virginia" "North Dakota" "Texas"
## [2577] "Virginia" "Maryland" "Maryland" "Maryland"
## [2581] "Maryland" "Maryland" "Massachusetts" "Massachusetts"
## [2585] "Massachusetts" "Massachusetts" "Tennessee" "Florida"
## [2589] "Michigan" "Michigan" "Michigan" "Minnesota"
## [2593] "Minnesota" "Minnesota" "Minnesota" "Minnesota"
## [2597] "Mississippi" "Mississippi" "Missouri" "Missouri"
## [2601] "Missouri" "Alabama" "Montana" "Montana"
## [2605] "Alabama" "North Carolina" "Ohio" "Nebraska"
## [2609] "Nebraska" "Nebraska" "Nebraska" "Nevada"
## [2613] "Nevada" "Maine" "New Hampshire" "New Hampshire"
## [2617] "Connecticut" "New Mexico" "Louisiana" "Alabama"
## [2621] "North Carolina" "North Carolina" "North Carolina" "North Carolina"
## [2625] "North Carolina" "North Carolina" "North Carolina" "North Dakota"
## [2629] "Florida" "Georgia" "Texas" "Texas"
## [2633] "Colorado" "Iowa" "Minnesota" "Ohio"
## [2637] "Indiana" "Oklahoma" "Oregon" "Pennsylvania"
## [2641] "Kentucky" "Pennsylvania" "Pennsylvania" "Pennsylvania"
## [2645] "Pennsylvania" "Pennsylvania" "Oregon" "NA"
## [2649] "NA" "NA" "NA" "NA"
## [2653] "NA" "NA" "NA" "NA"
## [2657] "NA" "Washington" "California" "Rhode Island"
## [2661] "Virginia" "Ohio" "New York" "Indiana"
## [2665] "Connecticut" "California" "California" "Oklahoma"
## [2669] "Pennsylvania" "South Dakota" "Alabama" "South Carolina"
## [2673] "South Carolina" "South Carolina" "South Carolina" "South Carolina"
## [2677] "South Carolina" "South Carolina" "South Carolina" "South Dakota"
## [2681] "Florida" "Florida" "Florida" "California"
## [2685] "Indiana" "Maine" "Mississippi" "Illinois"
## [2689] "Kansas" "Texas" "Minnesota" "Florida"
## [2693] "Tennessee" "Tennessee" "Tennessee" "Texas"
## [2697] "Texas" "Texas" "Texas" "Texas"
## [2701] "Texas" "Texas" "Texas" "Texas"
## [2705] "Texas" "Pennsylvania" "Kentucky" "NA"
## [2709] "Texas" "Arkansas" "California" "Pennsylvania"
## [2713] "New Mexico" "NA" "California" "Ohio"
## [2717] "Oklahoma" "Utah" "Pennsylvania" "Vermont"
## [2721] "Virginia" "Virginia" "Washington" "Washington"
## [2725] "Washington" "Alabama" "Florida" "Georgia"
## [2729] "Wisconsin" "Wisconsin" "Wisconsin" "Wisconsin"
## [2733] "Wisconsin" "Wisconsin" "Wisconsin" "Wisconsin"
## [2737] "Wisconsin" "Wisconsin" "Wisconsin" "Wisconsin"
## [2741] "Wisconsin" "Wisconsin" "Wisconsin" "Wisconsin"
## [2745] "Wisconsin" "Wisconsin" "Wisconsin" "Wisconsin"
## [2749] "Wisconsin" "Wyoming" "Iowa" "Massachusetts"
## [2753] "Ohio" "Pennsylvania" "Ohio" "Utah"
## [2757] "Utah" "New York" "Wisconsin" "Wisconsin"
## [2761] "Wisconsin" "Wisconsin" "Wisconsin" "Georgia"
## [2765] "Florida" "North Dakota" "Pennsylvania" "Indiana"
## [2769] "North Carolina" "Tennessee" "Illinois" "California"
## [2773] "New York" "New York" "California" "Minnesota"
## [2777] "Vermont" "Texas" "California" "Texas"
## [2781] "New York" "Pennsylvania" "Indiana" "Virginia"
## [2785] "Virginia" "Virginia" "Ohio" "Virginia"
## [2789] "Virginia" "Virginia" "Virginia" "Virginia"
## [2793] "Virginia" "Virginia" "Tennessee" "Wisconsin"
## [2797] "Tennessee" "South Carolina" "South Carolina" "Indiana"
## [2801] "Texas" "New York" "North Carolina" "North Carolina"
## [2805] "Minnesota" "Iowa" "Washington" "Washington"
## [2809] "Alabama" "Michigan" "Ohio" "Tennessee"
## [2813] "Oregon" "Florida" "New Jersey" "North Carolina"
## [2817] "Iowa" "Kansas" "Pennsylvania" "Maryland"
## [2821] "Virginia" "Maryland" "Maine" "Ohio"
## [2825] "Washington" "Missouri" "Michigan" "Tennessee"
## [2829] "Illinois" "Wisconsin" "Texas" "North Carolina"
## [2833] "Michigan" "Nebraska" "Michigan" "Pennsylvania"
## [2837] "Texas" "New York" "Florida" "Utah"
## [2841] "Missouri" "Tennessee" "Massachusetts" "New York"
## [2845] "Washington" "Massachusetts" "Missouri" "Delaware"
## [2849] "Georgia" "Connecticut" "Pennsylvania" "Georgia"
## [2853] "California" "California" "Kentucky" "West Virginia"
## [2857] "California" "Michigan" "Texas" "California"
## [2861] "West Virginia" "West Virginia" "West Virginia" "West Virginia"
## [2865] "West Virginia" "West Virginia" "New York" "North Carolina"
## [2869] "Connecticut" "South Dakota" "Utah" "Illinois"
## [2873] "Iowa" "Kentucky" "Michigan" "Nebraska"
## [2877] "Nevada" "Massachusetts" "New Mexico" "Oklahoma"
## [2881] "Oregon" "North Carolina" "Colorado" "Wisconsin"
## [2885] "Texas" "Washington" "Wyoming" "Massachusetts"
## [2889] "Utah" "Pennsylvania" "Missouri" "California"
## [2893] "Pennsylvania" "Texas" "Washington" "Massachusetts"
## [2897] "Illinois" "West Virginia" "Minnesota" "New Hampshire"
## [2901] "Washington" "California" "Washington" "Kansas"
## [2905] "Kansas" "Pennsylvania" "Ohio" "Texas"
## [2909] "North Carolina" "Pennsylvania" "Oregon" "Mississippi"
## [2913] "California" "Missouri" "New Jersey" "North Carolina"
## [2917] "Iowa" "Missouri" "Arkansas" "Massachusetts"
## [2921] "South Carolina" "Tennessee" "North Dakota" "Ohio"
## [2925] "Delaware" "Pennsylvania" "North Carolina" "North Carolina"
## [2929] "Minnesota" "North Carolina" "South Carolina" "Georgia"
## [2933] "Wisconsin" "Wisconsin" "Ohio" "South Carolina"
## [2937] "California" "California" "Maryland" "Massachusetts"
## [2941] "Massachusetts" "California" "Ohio" "Ohio"
## [2945] "Virginia" "Ohio" "Louisiana" "Washington"
## [2949] "Connecticut" "Arizona" "New York" "Michigan"
## [2953] "Maryland" "New York" "New York" "New York"
## [2957] "Florida" "New York" "New York" "California"
## [2961] "New York" "New York" "New York" "Pennsylvania"
## [2965] "New York" "Nebraska" "Pennsylvania" "Maine"
## [2969] "South Carolina" "Georgia" "Ohio" "California"
## [2973] "Ohio"str_detect(data$state, "Vermont")## [1] FALSE FALSE FALSE FALSE FALSE 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
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## [2953] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [2965] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSEsum(str_detect(data$state, "Vermont"))## [1] 19data %>%
summarise(num_Vermont = sum(str_detect(state, "Vermont")))## # A tibble: 1 × 1
## num_Vermont
## <int>
## 1 19data %>%
mutate(col_Vermont = str_extract(state, "Vermont")) %>%
select(state, col_Vermont) %>%
filter(!is.na(col_Vermont))## # A tibble: 19 × 2
## state col_Vermont
## <chr> <chr>
## 1 Vermont Vermont
## 2 Vermont Vermont
## 3 Vermont Vermont
## 4 Vermont Vermont
## 5 Vermont Vermont
## 6 Vermont Vermont
## 7 Vermont Vermont
## 8 Vermont Vermont
## 9 Vermont Vermont
## 10 Vermont Vermont
## 11 Vermont Vermont
## 12 Vermont Vermont
## 13 Vermont Vermont
## 14 Vermont Vermont
## 15 Vermont Vermont
## 16 Vermont Vermont
## 17 Vermont Vermont
## 18 Vermont Vermont
## 19 Vermont Vermontdata %>%
mutate(col_Maine = str_replace(state, "Vermont", "Maine")) %>%
select(state, col_Maine) ## # A tibble: 2,973 × 2
## state col_Maine
## <chr> <chr>
## 1 Montana Montana
## 2 Texas Texas
## 3 Georgia Georgia
## 4 Minnesota Minnesota
## 5 California California
## 6 Colorado Colorado
## 7 New York New York
## 8 New York New York
## 9 Michigan Michigan
## 10 Virginia Virginia
## # ℹ 2,963 more rows