library(twitteR)
library(stringr)
library(ggmap)
## Loading required package: ggplot2
## Google's Terms of Service: https://cloud.google.com/maps-platform/terms/.
## Please cite ggmap if you use it! See citation("ggmap") for details.
library(ggplot2)
library(wordcloud)
## Loading required package: RColorBrewer
library(tm)
## Loading required package: NLP
##
## Attaching package: 'NLP'
## The following object is masked from 'package:ggplot2':
##
## annotate
CONSUMER_SECRET <- "4xeb4SAeHmIP1Z3qXrp3ev3I45sTQlha5bwC2RJAVGkFCRH7Su"
CONSUMER_KEY <- "bs0HSiFDg1ooAkZEWIjD2DF1I"
ACCESS_SECRET <- "aTOdBsjcnUFSffrCYx1jRpRwvxgyJiBIeSynApWjcQg8X"
ACCESS_TOKEN <- "1390838406519820292-2iVuccGOHUA1YF0PW3PE0uIdI1PW5P"
setup_twitter_oauth (consumer_key = CONSUMER_KEY,
consumer_secret = CONSUMER_SECRET,
access_token = ACCESS_TOKEN,
access_secret = ACCESS_SECRET)
## [1] "Using direct authentication"
tweets= searchTwitter ("Lakers", n=5000, since = "2021-05-10", until = "2021-05-12", lang = "en")
tweetsDF <- twListToDF(tweets)
save(tweetsDF,file = "tweetsDF.Rda")
tweetsDF$favoriteCount
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## [4999] 0 1
tweetsDF$retweetCount
## [1] 3 0 2 2392 2392 0 2068 2392 2392 0 0 291
## [13] 3 2392 0 2392 0 0 116 2392 291 0 0 2392
## [25] 291 2392 0 0 0 2392 1 2392 0 0 2392 291
## [37] 0 222 2068 0 2392 0 13 2392 342 0 0 0
## [49] 1 222 2392 2392 0 291 0 61 291 0 0 2392
## [61] 0 0 0 0 70 2392 0 7 0 291 0 0
## [73] 0 85 2392 291 3 0 2068 2 0 85 0 0
## [85] 0 0 0 2392 520 116 291 2392 116 0 291 0
## [97] 2392 291 3950 2068 101 125 0 291 0 0 0 0
## [109] 291 0 0 3 0 0 291 289 0 41 0 0
## [121] 291 0 291 0 0 1 291 0 11 2392 2068 0
## [133] 111 0 291 0 0 0 291 0 0 0 86 319
## [145] 0 0 0 291 6 1 5 2392 2392 0 291 0
## [157] 2068 0 5 291 101 0 0 0 101 0 4 0
## [169] 1107 291 2392 2068 291 2392 8336 291 0 291 2 2392
## [181] 0 116 0 20 0 291 291 0 222 0 0 0
## [193] 291 2392 0 0 0 0 0 2392 2392 101 0 2392
## [205] 0 0 0 0 0 125 291 291 0 2068 0 0
## [217] 0 291 291 0 0 291 0 0 41 0 291 2392
## [229] 291 291 291 116 1 0 291 0 0 291 0 291
## [241] 291 370 0 291 116 291 0 2068 2068 0 0 291
## [253] 0 412 0 0 291 0 0 0 0 0 291 0
## [265] 0 291 2392 0 291 4 0 0 300 0 0 4
## [277] 291 300 2 0 0 0 0 520 291 0 0 3
## [289] 0 0 291 291 291 0 291 54 0 0 0 291
## [301] 291 291 291 0 0 0 291 291 291 291 0 291
## [313] 291 291 291 0 0 291 0 291 0 0 101 0
## [325] 291 0 0 0 2068 0 0 0 1 264 0 0
## [337] 1 0 518 0 0 0 0 2068 2392 0 4 0
## [349] 22 34 0 0 0 0 0 319 0 12 0 0
## [361] 2068 0 2392 222 2392 1 0 5 319 0 0 2392
## [373] 0 0 0 2392 0 2392 1 0 0 2392 0 2392
## [385] 0 0 0 0 0 2068 0 0 0 3950 36 2
## [397] 0 0 2 85 370 0 0 0 116 101 2392 0
## [409] 0 0 0 0 0 0 0 3 0 0 0 2068
## [421] 101 0 0 0 0 0 2392 0 0 2392 0 0
## [433] 0 116 2068 2068 101 0 0 16 0 0 289 2068
## [445] 0 0 0 3 6 0 412 0 0 2068 0 90
## [457] 0 0 2392 0 0 0 28 116 2392 0 0 0
## [469] 0 0 0 1 0 0 1 0 2392 0 0 3950
## [481] 0 0 1 21 0 116 0 289 0 300 0 2392
## [493] 0 2392 0 2392 2068 2392 2 2392 222 0 0 11
## [505] 0 0 2068 0 0 1 2392 319 0 1 116 111
## [517] 0 0 370 0 0 0 2392 2392 0 0 0 2068
## [529] 0 0 2392 0 222 0 0 0 0 8336 0 0
## [541] 101 2392 2068 2392 2 2392 1 116 47 0 0 2392
## [553] 0 2392 543 0 2392 2392 0 0 116 0 0 3
## [565] 2392 0 2068 0 70 0 116 0 16 2392 0 0
## [577] 34 1 289 0 116 2068 0 8 2392 0 2068 0
## [589] 116 0 0 1 2392 222 0 3 0 2392 0 222
## [601] 111 0 200 0 0 7 70 0 0 2392 0 0
## [613] 3 3 0 0 0 2392 0 3950 0 0 0 0
## [625] 0 0 0 0 210 25 0 0 0 4 0 0
## [637] 0 0 0 2392 2068 0 0 0 70 2068 168 73
## [649] 319 2392 0 0 21 168 116 16 116 0 2068 0
## [661] 2392 2392 0 86 0 113 2068 0 1 2068 0 0
## [673] 2 0 0 11 125 2392 1 0 706 0 0 1107
## [685] 2 289 0 0 11 2392 0 0 0 85 0 5
## [697] 0 2068 7 11 0 47 3 122 0 7 3 0
## [709] 222 28 289 116 0 2392 8 2392 0 412 0 7
## [721] 0 0 0 111 3 0 0 6 11 2392 0 7
## [733] 116 0 7 2068 2392 0 0 2392 0 2392 0 116
## [745] 0 2 11 26 3 23 0 7 0 11 11 2068
## [757] 2392 2392 0 0 116 2392 0 7 0 2392 0 26
## [769] 2392 11 101 0 0 0 0 1 2068 0 2068 1
## [781] 0 1 2392 125 2392 0 3 0 2392 2 0 0
## [793] 2392 0 116 210 2392 116 319 0 0 0 0 0
## [805] 2 0 0 2392 2068 0 101 0 2068 85 0 2068
## [817] 0 2392 11 0 1 0 36 2392 0 2392 0 412
## [829] 0 2392 20 26 3 0 0 0 0 0 0 85
## [841] 0 0 116 101 2392 9 2392 2068 0 0 2392 0
## [853] 0 125 0 210 2392 2068 412 5 0 11 40 2392
## [865] 0 2392 2392 0 21 2392 0 0 34 2392 412 210
## [877] 3950 0 0 2392 0 0 2392 2392 2392 0 1 116
## [889] 0 0 0 2068 2392 116 0 0 0 98 0 125
## [901] 2392 2392 0 289 0 1 2392 0 0 28 0 85
## [913] 191 34 0 2392 0 1 0 92 21 412 28 289
## [925] 0 0 85 0 518 0 2068 2068 2068 2392 2392 2392
## [937] 0 2392 518 0 81 41 520 4 0 0 2 2068
## [949] 2392 8 101 2392 2392 2068 111 0 319 2392 0 0
## [961] 2392 1 5 222 2392 0 4 2392 34 0 2068 0
## [973] 0 0 0 2392 0 0 0 2068 412 53 0 0
## [985] 0 518 518 2068 4 2392 1502 0 85 0 0 113
## [997] 2392 116 0 1 0 2 0 2392 0 0 2392 125
## [1009] 116 0 116 0 7 2068 116 3 85 0 0 0
## [1021] 116 0 0 0 0 2392 0 0 2 2068 2392 0
## [1033] 0 2392 39 17 2392 1 0 2392 0 0 2392 3
## [1045] 0 42 0 210 0 0 2068 92 1 2068 2392 0
## [1057] 101 0 1 13 0 0 0 0 85 2068 2392 0
## [1069] 0 2068 0 210 2068 2392 2 2392 2068 11 1 222
## [1081] 2068 2068 2068 2068 264 0 7 2392 2392 0 30 12
## [1093] 30 0 210 0 16 0 2392 0 2392 0 412 2392
## [1105] 0 2392 0 0 28 2392 0 1 28 0 129 905
## [1117] 2392 0 1 2392 0 0 2392 0 0 113 0 319
## [1129] 0 1 28 2392 0 2392 3 2392 0 0 125 2392
## [1141] 0 15 28 2068 9 0 0 41 412 2 116 28
## [1153] 0 70 6 8336 2392 1 28 3 33 0 2392 2068
## [1165] 2392 2068 4 3 2392 0 3 2392 86 2392 4 0
## [1177] 222 2392 300 0 98 2 3950 0 2068 30 2392 2392
## [1189] 3950 3 264 0 0 0 9 2392 0 13 2392 168
## [1201] 9 0 300 0 1 7 222 0 0 0 0 2068
## [1213] 0 0 28 116 0 0 2392 0 0 0 0 2392
## [1225] 0 412 98 289 116 2068 0 0 0 2392 2392 0
## [1237] 0 111 0 518 1 0 0 0 28 2392 116 0
## [1249] 0 0 0 168 85 0 22 85 0 2392 289 342
## [1261] 2392 0 101 2392 116 12 2392 125 0 0 0 222
## [1273] 0 0 111 28 2068 0 34 0 2392 8336 0 2392
## [1285] 2392 0 0 2392 0 0 2392 0 2392 0 0 0
## [1297] 1 289 129 0 319 2392 34 2068 0 518 0 2392
## [1309] 2392 4 2392 28 2392 0 2068 0 0 210 2 0
## [1321] 1 12 0 0 1552 104 289 0 0 0 0 1
## [1333] 16 0 125 0 26 2392 2392 2392 0 28 0 0
## [1345] 0 1 28 0 0 0 0 28 6 412 412 4
## [1357] 0 2068 104 28 0 28 289 2392 0 0 2392 0
## [1369] 0 370 2392 3 28 300 319 6 6 98 0 6
## [1381] 1 6 0 0 0 0 1 0 2068 520 0 0
## [1393] 0 6 2392 1 0 116 300 0 6 2068 11 289
## [1405] 0 34 2068 2392 0 2392 34 40 0 2392 2068 2068
## [1417] 2392 0 85 0 2068 0 0 0 0 0 2392 0
## [1429] 28 289 0 0 41 0 2392 518 2392 1 1 6
## [1441] 0 1 0 518 0 2392 0 2068 0 0 0 34
## [1453] 47 0 86 210 1 0 289 0 0 0 1 0
## [1465] 0 0 0 3950 2392 412 222 0 2392 2392 116 0
## [1477] 34 2 0 0 116 116 0 2392 0 412 101 0
## [1489] 101 0 0 2392 2068 0 0 0 2392 0 34 2392
## [1501] 0 34 116 104 17 0 2 0 0 101 3 86
## [1513] 104 11 0 0 0 70 2068 1 0 0 2392 0
## [1525] 319 0 0 1 210 0 2392 2392 0 2068 2392 0
## [1537] 34 0 0 2392 319 0 116 0 0 0 0 13
## [1549] 0 1 17 0 0 2392 0 0 2392 0 1 0
## [1561] 0 34 70 2 9 0 34 0 0 0 125 2392
## [1573] 0 34 2392 2392 34 34 34 2392 8336 0 2068 34
## [1585] 34 0 2392 2392 0 319 2068 2392 0 0 2392 0
## [1597] 2392 47 0 2392 0 0 2392 0 0 0 0 34
## [1609] 0 1 2 0 2392 0 2 1 12 116 2 370
## [1621] 2068 412 34 2392 2392 125 0 0 2392 9 0 0
## [1633] 0 0 2392 0 34 289 2392 0 2 2068 0 412
## [1645] 2068 116 2392 4 0 15 85 34 0 34 518 0
## [1657] 16 0 116 2068 3950 12 34 2068 85 116 26 2392
## [1669] 33 125 1 0 13 2392 0 2 34 0 168 2392
## [1681] 289 319 0 0 3950 0 2392 0 2068 0 0 0
## [1693] 0 0 12 101 28 0 0 2392 0 412 113 0
## [1705] 0 0 0 0 0 43 2392 0 0 34 0 34
## [1717] 0 2598 0 11 0 2392 8 0 289 2068 0 0
## [1729] 0 0 116 0 0 0 0 2068 0 28 0 0
## [1741] 12 47 1 2392 0 2392 1 90 15 0 0 2392
## [1753] 0 518 0 2 518 3 2392 0 0 33 2392 0
## [1765] 2 2 0 300 2392 2392 300 116 0 0 0 0
## [1777] 2 5 0 2392 0 12 9 0 0 1 289 0
## [1789] 0 12 0 289 0 0 13 2068 8336 47 2392 2068
## [1801] 15 289 116 235 0 113 0 3950 11 11 3 0
## [1813] 2392 0 0 0 21 2392 1 2392 3950 15 1 1
## [1825] 0 0 1 0 0 0 0 2392 0 0 2392 0
## [1837] 2392 0 2392 99 0 2392 0 300 2068 0 191 0
## [1849] 0 412 0 0 6 1 125 11 1 3 123 0
## [1861] 0 0 2392 520 0 0 0 125 210 3 129 0
## [1873] 0 2068 2 4 116 520 2392 289 2 101 2392 0
## [1885] 3 1 0 0 0 0 0 0 0 1 2068 3
## [1897] 1 3 0 0 0 0 0 2392 0 11 0 0
## [1909] 0 2068 0 0 0 0 0 11 0 33 2068 2392
## [1921] 0 3 0 125 0 104 289 0 300 0 0 0
## [1933] 95 2068 0 1 2392 0 0 0 0 2068 1 101
## [1945] 17 2068 3950 0 0 2068 0 0 0 0 2392 0
## [1957] 2068 2392 0 2068 2392 1 15 0 3 0 210 2068
## [1969] 0 520 2392 0 1 116 0 0 0 264 0 2068
## [1981] 101 47 0 0 0 0 1 0 0 0 2 80
## [1993] 116 1 1 2392 2392 116 3 0 86 0 2068 173
## [2005] 0 289 125 289 0 0 2392 2068 2392 2392 319 0
## [2017] 1 0 2068 0 0 2392 2392 0 0 1 3 0
## [2029] 2392 0 2392 2392 0 412 2392 0 0 222 168 0
## [2041] 0 0 0 3950 0 0 2 4 0 33 85 0
## [2053] 0 2392 0 289 2392 2392 3 0 0 0 2392 2068
## [2065] 0 0 101 0 0 0 2068 98 0 0 0 2
## [2077] 2068 319 0 289 1 0 0 5 0 0 412 1
## [2089] 1 289 0 518 0 0 300 0 2068 0 6 0
## [2101] 2392 0 2392 2392 0 0 116 41 0 116 1 0
## [2113] 0 116 0 0 0 0 2392 2392 0 20 2392 0
## [2125] 2 2068 8336 0 2068 1 34 412 26 0 0 0
## [2137] 0 222 0 0 133 0 0 0 0 2068 0 1
## [2149] 111 210 235 2392 4 47 0 0 1 3950 0 2068
## [2161] 412 0 3 0 2392 0 0 0 3950 0 0 2392
## [2173] 0 47 0 0 210 0 0 0 0 98 9 36
## [2185] 319 86 0 0 0 0 0 412 412 412 0 0
## [2197] 518 0 125 0 0 2068 289 0 0 0 0 0
## [2209] 3 0 85 47 289 3 2392 41 101 0 0 0
## [2221] 1 0 2392 70 0 1 2 2392 0 0 116 0
## [2233] 15 0 0 2392 0 41 0 0 0 2068 0 1
## [2245] 2392 2392 9 0 0 2068 2392 0 2392 0 0 42
## [2257] 0 1 2068 0 289 0 210 125 2392 2068 0 0
## [2269] 7 116 3 518 0 518 3 0 0 0 2068 2392
## [2281] 0 0 3 125 0 0 0 0 0 1 2392 14
## [2293] 0 2068 1 2392 0 2392 90 0 0 133 9 0
## [2305] 0 0 2 0 101 2392 90 92 0 0 0 25757
## [2317] 0 0 0 0 0 0 3950 0 2068 0 14 0
## [2329] 0 0 412 0 101 0 0 0 104 116 210 0
## [2341] 319 2 370 2068 0 289 0 2 0 6 2068 125
## [2353] 0 0 0 2 2068 2392 0 0 0 2068 3950 0
## [2365] 210 0 412 0 36 235 0 2392 0 0 0 20906
## [2377] 116 2068 0 0 0 0 0 116 15 0 0 0
## [2389] 28 2068 101 0 116 0 2392 2068 2068 0 0 33
## [2401] 210 0 85 2068 2 0 0 125 2068 0 0 0
## [2413] 2392 0 116 192 0 0 0 2392 25 2068 116 15
## [2425] 0 0 72 2392 0 0 0 2068 0 0 2068 2068
## [2437] 0 0 9 2068 0 0 1 0 0 222 2392 235
## [2449] 3950 0 1 2392 0 3950 289 0 0 2392 0 0
## [2461] 0 0 2392 289 2068 2392 1 4 0 125 0 5
## [2473] 0 520 0 0 101 78 9 0 0 2392 26 0
## [2485] 2392 2068 7 101 0 2 0 2392 0 0 0 9
## [2497] 0 2392 370 2392 0 0 0 370 0 2392 173 370
## [2509] 0 0 518 0 2068 5 0 0 0 0 0 0
## [2521] 2068 5 0 2392 0 0 116 90 0 0 0 0
## [2533] 2392 0 0 125 0 116 0 1 0 2068 0 1
## [2545] 0 36 2392 0 0 2392 116 116 0 0 101 104
## [2557] 0 3 90 0 289 0 116 101 2 2 2068 2392
## [2569] 518 0 2 0 0 0 116 0 116 2392 2392 0
## [2581] 86 0 2392 116 0 0 0 0 116 0 0 2068
## [2593] 520 0 0 125 85 3950 0 116 0 2392 0 85
## [2605] 116 0 116 0 5 116 0 0 2 0 0 2392
## [2617] 0 2392 0 2 0 0 0 0 85 0 2 6
## [2629] 0 319 0 518 33 7 0 0 0 3 125 0
## [2641] 125 0 0 2068 9 36 0 2068 0 0 1831 0
## [2653] 3 3 101 0 0 0 0 41 2392 2 0 2068
## [2665] 0 101 0 319 47 210 28 21 2068 2392 0 0
## [2677] 47 2 0 518 0 2392 2392 47 125 41 0 0
## [2689] 210 0 2392 0 0 0 0 289 2 0 289 2068
## [2701] 0 98 289 0 125 133 1 5 412 0 2392 2392
## [2713] 0 0 0 4 34 0 173 1 0 0 28 2392
## [2725] 98 0 0 0 0 0 0 0 0 319 85 0
## [2737] 0 210 2392 2392 0 2392 0 7 0 2068 0 0
## [2749] 0 168 14 2068 0 0 0 0 0 0 0 9
## [2761] 5 0 2392 2 0 0 85 0 0 0 210 6
## [2773] 0 0 1 0 289 0 0 28 0 2068 0 1
## [2785] 0 2392 0 2392 0 0 0 86 0 0 2 0
## [2797] 1 2 412 0 0 0 28 1230 0 0 2392 2392
## [2809] 0 5 0 2392 10 8 1 0 0 0 2392 289
## [2821] 1 2392 0 0 0 101 0 0 0 1 0 0
## [2833] 2068 125 7 0 41 0 0 2068 0 0 0 0
## [2845] 47 2392 520 4 3950 41 90 2068 2068 0 518 2068
## [2857] 125 0 0 2392 0 2068 4 2392 0 0 1 0
## [2869] 7 3950 101 0 1 41 0 2392 0 99 319 2392
## [2881] 2392 0 0 0 47 0 0 2068 2068 2392 0 2392
## [2893] 0 0 0 210 0 0 319 2392 2068 210 370 0
## [2905] 0 2068 0 518 33 0 412 0 0 0 0 85
## [2917] 0 9 412 2068 0 0 0 1 0 2392 2068 47
## [2929] 0 5 2392 0 0 0 0 0 0 0 6 3950
## [2941] 370 0 0 370 0 0 0 412 0 0 0 0
## [2953] 0 2068 2392 0 9 0 0 210 2068 2068 0 2392
## [2965] 41 0 16 0 2392 0 2392 0 2392 92 0 2068
## [2977] 0 0 0 14 2068 0 0 47 0 0 0 0
## [2989] 0 0 0 2068 0 0 2068 1 20 0 0 0
## [3001] 1 0 113 0 0 2392 41 125 1 0 41 2392
## [3013] 0 2392 0 0 2392 0 2392 0 319 14 2068 2068
## [3025] 113 8 289 0 0 0 125 3950 2068 2392 2068 14
## [3037] 0 0 111 0 125 0 0 14 0 0 0 47
## [3049] 2598 370 0 2068 86 2 0 3950 0 300 2392 412
## [3061] 0 412 2068 168 0 210 0 0 28 0 0 2392
## [3073] 0 47 2068 289 98 2392 111 0 2392 2392 41 0
## [3085] 2068 0 0 2392 0 125 21 2392 0 222 412 0
## [3097] 47 0 0 2392 0 2 0 412 0 2392 28 2068
## [3109] 85 412 30 0 2068 41 0 0 0 0 90 210
## [3121] 518 2392 0 14 104 0 2068 47 9 0 8 0
## [3133] 0 0 0 0 2392 0 0 0 289 0 2392 85
## [3145] 41 116 2068 210 412 95 0 0 125 101 0 319
## [3157] 2068 0 0 0 2392 289 2 2392 518 1 14 0
## [3169] 101 3 2392 41 0 0 2068 0 111 3950 0 2392
## [3181] 0 0 1 0 1 0 0 0 125 125 0 101
## [3193] 0 2068 518 5 2392 0 0 0 85 0 111 4
## [3205] 319 2068 210 0 0 0 0 0 1 0 2392 0
## [3217] 0 2392 412 85 2068 2392 235 2068 19 2068 2068 0
## [3229] 2392 264 210 36 2068 0 0 3950 2068 43 0 2392
## [3241] 0 0 300 2392 0 0 0 0 0 41 41 0
## [3253] 2392 0 0 0 0 0 1 2068 0 0 0 2068
## [3265] 8 41 42 0 41 0 1 5 125 2068 0 0
## [3277] 0 0 2392 0 0 0 0 41 300 2392 0 41
## [3289] 0 2392 0 125 2392 0 36 0 2392 0 41 0
## [3301] 2392 0 2392 0 125 0 0 0 0 0 4 2068
## [3313] 2068 2068 90 0 0 0 0 2392 2392 41 6 319
## [3325] 0 2392 0 41 0 2068 0 0 0 0 7 0
## [3337] 111 0 0 2068 85 319 41 0 41 0 0 41
## [3349] 0 0 0 319 2068 0 2068 0 4479 0 125 0
## [3361] 0 0 0 2392 2068 47 0 41 47 0 319 0
## [3373] 0 2392 0 2 0 0 90 0 0 2392 0 210
## [3385] 0 5 0 133 2 0 5 0 0 0 0 0
## [3397] 8336 0 2068 0 2392 113 0 0 0 0 86 0
## [3409] 0 0 1 0 2392 0 16 125 0 300 0 125
## [3421] 2068 412 2068 0 0 0 5 0 0 0 21 125
## [3433] 2392 5 2392 264 5 2392 0 5 1 0 0 2392
## [3445] 0 116 0 0 47 0 5 21 264 0 0 0
## [3457] 0 2 319 2068 0 125 2392 0 5 0 0 47
## [3469] 2068 0 3950 125 85 370 2068 0 0 0 0 25
## [3481] 2068 98 0 0 0 0 1 47 2068 0 3 0
## [3493] 0 0 0 222 2392 2068 0 2392 0 0 0 2392
## [3505] 95 0 0 2068 0 0 0 0 2392 0 1222 113
## [3517] 47 113 0 1 47 210 0 0 289 0 0 5
## [3529] 1 0 125 0 0 2392 0 125 2068 2068 0 125
## [3541] 2068 0 518 0 0 3950 21 125 412 319 0 0
## [3553] 0 779 0 2392 2392 0 125 125 0 5 1 0
## [3565] 2392 0 125 125 289 0 104 0 125 210 0 2392
## [3577] 2068 0 210 0 0 0 98 412 0 2068 370 0
## [3589] 0 0 0 47 125 2392 0 0 0 0 2068 289
## [3601] 17 0 0 0 125 0 10 47 1107 0 2068 47
## [3613] 0 2392 3950 2068 0 0 47 116 412 0 0 1
## [3625] 3950 2068 0 1 0 125 0 125 2392 125 125 47
## [3637] 125 0 85 0 2068 125 0 235 0 289 98 3950
## [3649] 0 0 0 0 47 370 0 125 43 0 2068 2392
## [3661] 0 0 289 125 47 370 0 98 210 319 2392 125
## [3673] 0 2392 47 0 2392 0 0 2068 2068 0 0 125
## [3685] 47 0 125 0 0 300 2392 1 125 0 125 125
## [3697] 0 125 0 125 125 520 0 125 0 2068 289 0
## [3709] 0 125 0 47 125 133 47 2392 0 125 0 0
## [3721] 125 0 0 0 0 412 3950 125 2 0 2392 125
## [3733] 0 125 2068 0 0 125 2392 0 0 125 1 36
## [3745] 0 0 235 0 0 47 101 0 0 2392 0 0
## [3757] 2068 1 2 86 300 47 0 0 47 125 85 2068
## [3769] 0 0 125 0 289 0 0 98 47 2392 412 0
## [3781] 125 85 0 2 125 412 125 289 2 34 125 0
## [3793] 0 289 2392 319 0 5 2392 2392 289 4 0 0
## [3805] 2392 2068 2392 111 8336 133 48 2 168 0 2068 2392
## [3817] 289 1 2392 1 2392 210 412 1 85 0 2068 3
## [3829] 2 3950 2068 0 0 0 0 2068 0 0 0 0
## [3841] 0 2068 3 412 289 2392 0 0 85 2392 3950 0
## [3853] 518 2392 2068 2392 222 370 0 4488 0 289 2392 518
## [3865] 0 0 0 0 0 2392 0 0 2068 412 0 2068
## [3877] 0 0 518 2392 0 0 0 0 2068 2392 2 2392
## [3889] 85 116 0 289 1 0 0 0 2392 2392 0 2392
## [3901] 2068 3 3 0 0 2392 2392 0 0 0 0 319
## [3913] 0 2392 2068 2392 0 2392 2068 1 2392 0 3 0
## [3925] 0 2392 0 0 2392 2068 2392 319 0 0 2392 0
## [3937] 0 2392 0 0 289 0 0 36 0 0 2392 2068
## [3949] 85 0 0 0 0 0 222 210 0 235 0 2392
## [3961] 1 0 2068 0 0 0 0 2068 0 1 4 0
## [3973] 4 289 1 0 1 0 0 210 0 0 0 36
## [3985] 319 1 85 2392 0 0 2392 1 21 0 4 5
## [3997] 0 2 2068 0 412 0 0 2068 4 0 4 0
## [4009] 0 8336 1 0 0 21 133 0 0 101 0 0
## [4021] 2392 0 0 2392 0 6 0 0 0 0 235 1823
## [4033] 2068 0 0 2392 1 2392 0 0 0 2068 0 0
## [4045] 2068 2392 0 2392 2392 0 319 0 0 0 2392 264
## [4057] 21 0 0 0 2392 129 0 370 412 2392 4 2392
## [4069] 0 2392 0 0 0 0 0 0 3950 168 0 2068
## [4081] 0 2392 0 0 0 0 0 0 85 2392 0 2068
## [4093] 0 8336 0 2392 0 4 0 0 2392 1 0 0
## [4105] 518 370 0 0 2068 210 0 0 319 0 16 0
## [4117] 0 0 0 264 85 0 0 2068 0 2392 2068 210
## [4129] 0 4 2392 0 2068 0 0 2068 0 0 1 2
## [4141] 0 0 0 86 2392 2068 4 0 1 2392 4 0
## [4153] 0 0 0 0 0 2392 3 2392 116 92 2068 0
## [4165] 0 2392 289 2392 2392 0 0 0 0 0 2392 2392
## [4177] 85 0 0 0 289 0 2 3 101 101 5 0
## [4189] 116 0 3950 0 0 1 2068 0 2392 210 0 43
## [4201] 2392 2 2068 2392 289 0 222 4 0 319 2068 0
## [4213] 0 0 0 0 2068 0 8 0 0 2392 0 0
## [4225] 0 4 2392 2392 319 289 0 0 319 3 319 1
## [4237] 2068 0 1 518 1 3 222 210 1 0 0 0
## [4249] 2392 0 2392 0 0 289 2068 0 0 289 0 2392
## [4261] 2392 0 2392 40 0 2068 0 2068 2392 0 0 2392
## [4273] 0 0 1 2392 0 210 0 0 101 21 412 0
## [4285] 412 0 0 2392 0 518 0 2392 7 2068 2392 2392
## [4297] 2392 0 289 2392 319 2392 2392 2392 2392 2068 412 20
## [4309] 21 0 319 168 0 2392 412 2068 0 0 26 168
## [4321] 2392 2068 518 2392 98 0 0 2068 2392 0 3950 222
## [4333] 111 2068 2392 0 4 0 0 0 2068 2068 0 319
## [4345] 0 520 319 0 0 0 0 2068 2392 90 319 2392
## [4357] 0 0 2068 0 1 0 2068 2392 0 2392 9 0
## [4369] 26 0 3950 518 2392 0 370 2068 0 43 34 0
## [4381] 0 2392 0 2392 2392 2392 0 2392 0 0 70 3950
## [4393] 2392 0 1 0 289 2392 0 0 210 0 0 0
## [4405] 2392 2068 0 0 0 113 319 0 2068 2392 1831 0
## [4417] 1 21 3 2392 412 0 2068 0 2392 2392 2392 0
## [4429] 86 111 3950 210 1 0 0 0 1 319 2392 4
## [4441] 210 2392 412 0 2392 289 0 0 36 0 2068 20
## [4453] 0 2392 2392 210 4 2392 289 2392 1 0 95 0
## [4465] 289 0 370 0 2068 17 0 210 210 2068 319 44
## [4477] 2392 0 222 5 0 0 0 518 0 412 0 0
## [4489] 2392 289 0 0 0 0 3950 2392 1 2392 5 2392
## [4501] 2392 1 2392 8336 264 0 2392 2392 2392 1 5 3
## [4513] 2392 1 0 1 2392 2392 0 2392 2392 0 2068 210
## [4525] 2392 5 0 2392 0 2068 1 0 0 16 2392 9
## [4537] 0 2068 2 300 2 2068 0 116 0 0 2068 0
## [4549] 518 1 2392 0 0 2392 2392 0 2392 319 0 0
## [4561] 0 0 5 518 9 0 2392 3950 0 2392 0 289
## [4573] 2392 370 2392 2392 86 264 2068 2392 2392 2392 0 319
## [4585] 520 210 0 0 0 0 2392 2392 2392 3950 2068 370
## [4597] 0 0 10 0 0 2068 42 0 16 0 2068 2392
## [4609] 2392 2392 518 0 0 2392 0 210 0 10 2392 0
## [4621] 0 2392 0 2392 0 2392 2392 0 2392 0 0 0
## [4633] 2392 2392 0 2392 16 0 16 0 2068 370 2392 289
## [4645] 0 0 2392 252 0 0 2392 2392 0 2392 0 2392
## [4657] 129 2392 10 0 26 2392 300 0 2392 412 0 1
## [4669] 0 0 0 210 2392 518 0 1 518 0 0 10
## [4681] 2392 0 289 5 2392 1 2392 2392 1 5 2392 2392
## [4693] 3950 0 6 0 0 0 3950 2392 10 104 26 5
## [4705] 1 2392 2392 2392 34 0 0 2068 2392 2068 2392 210
## [4717] 2392 0 5 2392 2392 113 328 2392 1 0 2068 1
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class(tweets)
## [1] "list"
head(tweets)
## [[1]]
## [1] "DeezieBaby: RT @GoldenKnightGFX: We need a Lakers Twitter Playoff watching party tbh 💜💛 https://t.co/AAfs9y8jMN"
##
## [[2]]
## [1] "yblovesanthony: @LakeShowYo lakers 117 knicks 109"
##
## [[3]]
## [1] "randyjcruz: Twitter Spaces tonight at 9p E previewing the Knicks/Lakers game w/ @iamdennyblanco.\n\nCome hang out with us for a f… https://t.co/nPwWK4mUtR"
##
## [[4]]
## [1] "SteffxSi: RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…"
##
## [[5]]
## [1] "BradleyDComedy: RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…"
##
## [[6]]
## [1] "Bry_Hunna: Lakers 102-110 Knicks https://t.co/ksJ8tz5gUG"
str(tweets[[1]])
## Reference class 'status' [package "twitteR"] with 17 fields
## $ text : chr "RT @GoldenKnightGFX: We need a Lakers Twitter Playoff watching party tbh 💜💛 https://t.co/AAfs9y8jMN"
## $ favorited : logi FALSE
## $ favoriteCount: num 0
## $ replyToSN : chr(0)
## $ created : POSIXct[1:1], format: "2021-05-11 23:59:55"
## $ truncated : logi FALSE
## $ replyToSID : chr(0)
## $ id : chr "1392268261710917634"
## $ replyToUID : chr(0)
## $ statusSource : chr "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>"
## $ screenName : chr "DeezieBaby"
## $ retweetCount : num 3
## $ isRetweet : logi TRUE
## $ retweeted : logi FALSE
## $ longitude : chr(0)
## $ latitude : chr(0)
## $ urls :'data.frame': 1 obs. of 5 variables:
## ..$ url : chr "https://t.co/AAfs9y8jMN"
## ..$ expanded_url: chr "https://twitter.com/myluvisblind/status/1391923952608493574"
## ..$ display_url : chr "twitter.com/myluvisblind/s…"
## ..$ start_index : num 76
## ..$ stop_index : num 99
## and 53 methods, of which 39 are possibly relevant:
## getCreated, getFavoriteCount, getFavorited, getId, getIsRetweet,
## getLatitude, getLongitude, getReplyToSID, getReplyToSN, getReplyToUID,
## getRetweetCount, getRetweeted, getRetweeters, getRetweets, getScreenName,
## getStatusSource, getText, getTruncated, getUrls, initialize, setCreated,
## setFavoriteCount, setFavorited, setId, setIsRetweet, setLatitude,
## setLongitude, setReplyToSID, setReplyToSN, setReplyToUID, setRetweetCount,
## setRetweeted, setScreenName, setStatusSource, setText, setTruncated,
## setUrls, toDataFrame, toDataFrame#twitterObj
class(tweetsDF)
## [1] "data.frame"
names(tweetsDF)
## [1] "text" "favorited" "favoriteCount" "replyToSN"
## [5] "created" "truncated" "replyToSID" "id"
## [9] "replyToUID" "statusSource" "screenName" "retweetCount"
## [13] "isRetweet" "retweeted" "longitude" "latitude"
head(tweetsDF)
## text
## 1 RT @GoldenKnightGFX: We need a Lakers Twitter Playoff watching party tbh 💜💛 https://t.co/AAfs9y8jMN
## 2 @LakeShowYo lakers 117 knicks 109
## 3 Twitter Spaces tonight at 9p E previewing the Knicks/Lakers game w/ @iamdennyblanco.\n\nCome hang out with us for a f… https://t.co/nPwWK4mUtR
## 4 RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…
## 5 RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…
## 6 Lakers 102-110 Knicks https://t.co/ksJ8tz5gUG
## favorited favoriteCount replyToSN created truncated
## 1 FALSE 0 <NA> 2021-05-11 23:59:55 FALSE
## 2 FALSE 0 LakeShowYo 2021-05-11 23:59:54 FALSE
## 3 FALSE 1 <NA> 2021-05-11 23:59:51 TRUE
## 4 FALSE 0 <NA> 2021-05-11 23:59:48 FALSE
## 5 FALSE 0 <NA> 2021-05-11 23:59:46 FALSE
## 6 FALSE 0 <NA> 2021-05-11 23:59:44 FALSE
## replyToSID id replyToUID
## 1 <NA> 1392268261710917634 <NA>
## 2 1392170514345463808 1392268257579569154 3177285932
## 3 <NA> 1392268245466484738 <NA>
## 4 <NA> 1392268234188103683 <NA>
## 5 <NA> 1392268226638139393 <NA>
## 6 <NA> 1392268217402396682 <NA>
## statusSource
## 1 <a href="https://mobile.twitter.com" rel="nofollow">Twitter Web App</a>
## 2 <a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>
## 3 <a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>
## 4 <a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>
## 5 <a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>
## 6 <a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>
## screenName retweetCount isRetweet retweeted longitude latitude
## 1 DeezieBaby 3 TRUE FALSE NA NA
## 2 yblovesanthony 0 FALSE FALSE NA NA
## 3 randyjcruz 2 FALSE FALSE NA NA
## 4 SteffxSi 2392 TRUE FALSE NA NA
## 5 BradleyDComedy 2392 TRUE FALSE NA NA
## 6 Bry_Hunna 0 FALSE FALSE NA NA
head(tweetsDF$text)
## [1] "RT @GoldenKnightGFX: We need a Lakers Twitter Playoff watching party tbh 💜💛 https://t.co/AAfs9y8jMN"
## [2] "@LakeShowYo lakers 117 knicks 109"
## [3] "Twitter Spaces tonight at 9p E previewing the Knicks/Lakers game w/ @iamdennyblanco.\n\nCome hang out with us for a f… https://t.co/nPwWK4mUtR"
## [4] "RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…"
## [5] "RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…"
## [6] "Lakers 102-110 Knicks https://t.co/ksJ8tz5gUG"
tweetsDF$text <- sapply(tweetsDF$text,function(x) iconv(enc2utf8(x), sub="byte"))
nohandles <- str_replace_all(tweetsDF$text, "\\/w+", " ")
nohandles$cleanedText <- gsub("http.*", " ", nohandles)
## Warning in nohandles$cleanedText <- gsub("http.*", " ", nohandles): Coercing LHS
## to a list
nohandles$cleanedText <- gsub("https.*", " ", nohandles$cleanedText)
head(nohandles$cleanedText)
## [1] "RT @GoldenKnightGFX: We need a Lakers Twitter Playoff watching party tbh 💜💛 "
## [2] "@LakeShowYo lakers 117 knicks 109"
## [3] "Twitter Spaces tonight at 9p E previewing the Knicks/Lakers game w/ @iamdennyblanco.\n\nCome hang out with us for a f… "
## [4] "RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 "
## [5] "RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 "
## [6] "Lakers 102-110 Knicks "
nohandles$cleanedText <- str_replace_all(nohandles$cleanedText, "[^[:alnum:]]", " ")
nohandles$cleanedText <- str_replace_all(nohandles$cleanedText,"[[^a-zA-Z0-9]]", " ")
head(nohandles$cleanedText)
## [1] "RT GoldenKnightGFX We need a Lakers Twitter Playoff watching party tbh "
## [2] " LakeShowYo lakers 117 knicks 109"
## [3] "Twitter Spaces tonight at 9p E previewing the Knicks Lakers game w iamdennyblanco Come hang out with us for a f "
## [4] "RT NBAHistory Kobe and Shaq after the Lakers secured their 3 peat in 2002 20HoopClass Enshrinement Saturday May 15 "
## [5] "RT NBAHistory Kobe and Shaq after the Lakers secured their 3 peat in 2002 20HoopClass Enshrinement Saturday May 15 "
## [6] "Lakers 102 110 Knicks "
textCorpus <- Corpus(VectorSource(nohandles$cleanedText))
textCorpus[[1]]$content
## [1] "RT GoldenKnightGFX We need a Lakers Twitter Playoff watching party tbh "
textCorpus <- tm_map(textCorpus, removePunctuation)
## Warning in tm_map.SimpleCorpus(textCorpus, removePunctuation): transformation
## drops documents
textCorpus[[1]]$content
## [1] "RT GoldenKnightGFX We need a Lakers Twitter Playoff watching party tbh "
textCorpus <- tm_map(textCorpus, removeNumbers)
## Warning in tm_map.SimpleCorpus(textCorpus, removeNumbers): transformation drops
## documents
textCorpus <- tm_map(textCorpus, content_transformer(tolower))
## Warning in tm_map.SimpleCorpus(textCorpus, content_transformer(tolower)):
## transformation drops documents
textCorpus[[1]]$content
## [1] "rt goldenknightgfx we need a lakers twitter playoff watching party tbh "
textCorpus <- tm_map(textCorpus, removeWords, stopwords("english"))
## Warning in tm_map.SimpleCorpus(textCorpus, removeWords, stopwords("english")):
## transformation drops documents
textCorpus[[1]]$content
## [1] "rt goldenknightgfx need lakers twitter playoff watching party tbh "
textCorpus <- tm_map(textCorpus, removeWords, c("amp"))
## Warning in tm_map.SimpleCorpus(textCorpus, removeWords, c("amp")):
## transformation drops documents
textCorpus <- tm_map(textCorpus, removeWords, c("ste"))
## Warning in tm_map.SimpleCorpus(textCorpus, removeWords, c("ste")):
## transformation drops documents
textCorpus[[5]]$content
## [1] "rt nbahistory kobe shaq lakers secured peat hoopclass enshrinement saturday may "
textCorpus <- tm_map(textCorpus, stripWhitespace)
## Warning in tm_map.SimpleCorpus(textCorpus, stripWhitespace): transformation
## drops documents
textCorpus[[1]]$content
## [1] "rt goldenknightgfx need lakers twitter playoff watching party tbh "
str(textCorpus)
## List of 5000
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## ..$ meta :List of 7
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## .. ..$ language : chr "en"
## .. ..$ origin : chr(0)
## .. ..- attr(*, "class")= chr "TextDocumentMeta"
## ..- attr(*, "class")= chr [1:2] "PlainTextDocument" "TextDocument"
## $ 2 :List of 2
## ..$ content: chr " lakeshowyo lakers knicks "
## ..$ meta :List of 7
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## $ 3 :List of 2
## ..$ content: chr "twitter spaces tonight p e previewing knicks lakers game w iamdennyblanco come hang us f "
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## [list output truncated]
## - attr(*, "class")= chr [1:2] "SimpleCorpus" "Corpus"
head(tweetsDF$text)
## [1] "RT @GoldenKnightGFX: We need a Lakers Twitter Playoff watching party tbh 💜💛 https://t.co/AAfs9y8jMN"
## [2] "@LakeShowYo lakers 117 knicks 109"
## [3] "Twitter Spaces tonight at 9p E previewing the Knicks/Lakers game w/ @iamdennyblanco.\n\nCome hang out with us for a f… https://t.co/nPwWK4mUtR"
## [4] "RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…"
## [5] "RT @NBAHistory: Kobe and Shaq, after the @Lakers secured their 3-peat in 2002. 💜💛\n\n#20HoopClass Enshrinement: Saturday, May 15 https://t.co…"
## [6] "Lakers 102-110 Knicks https://t.co/ksJ8tz5gUG"
head(tweetsDF$created)
## [1] "2021-05-11 23:59:55 UTC" "2021-05-11 23:59:54 UTC"
## [3] "2021-05-11 23:59:51 UTC" "2021-05-11 23:59:48 UTC"
## [5] "2021-05-11 23:59:46 UTC" "2021-05-11 23:59:44 UTC"
class(tweetsDF$created)
## [1] "POSIXct" "POSIXt"
save(tweetsDF, file = "tweetsDFLakers.Rda")
sapply(tweetsDF, function(x) sum(is.na(x)))
## text favorited favoriteCount replyToSN created
## 0 0 0 3463 0
## truncated replyToSID id replyToUID statusSource
## 0 3508 0 3463 0
## screenName retweetCount isRetweet retweeted longitude
## 0 0 0 0 5000
## latitude
## 5000
class(tweetsDF$text)
## [1] "character"
class(VectorSource(tweetsDF$text))
## [1] "VectorSource" "SimpleSource" "Source"
pal <- brewer.pal(9,"YlGnBu")
pal <- pal[-(1:4)]
set.seed(40)
wordcloud(words = textCorpus, scale=c(3,0.5), max.words=200, random.order=FALSE,
rot.per=0.5, use.r.layout=TRUE, colors=pal)
