## exploring database
library(httr)
library(jsonlite)
library(lubridate)
library(tidyverse)
library(plyr)
library(RODBC)
library(RODBCext)
library(ngram)
library(stringr)
library(tm)get DB stuff
myServer <- odbcDriverConnect('driver={SQL Server};server=RIC007\\SEBISERVER;database=news;trusted_connection=true')
## git eet allllll outta thur
queryGitEm <- "select * from top_news_full"
myDBframe <- sqlQuery(myServer,queryGitEm)take a peak
glimpse(myDBframe)## Observations: 6,779
## Variables: 9
## $ status <fctr> ok, ok, ok, ok, ok, ok, ok, ok, ok, ok, o...
## $ source <fctr> al-jazeera-english, al-jazeera-english, a...
## $ sortBy <fctr> top, top, top, top, top, top, top, top, t...
## $ articlesauthor <fctr> , , , , , , , , , , , , , , Al Jazeera, A...
## $ articlestitle <fctr> Iran's 2017 elections: All you need to kn...
## $ articlesdescription <fctr> The May 19 vote will be the first stage, ...
## $ articlesurl <fctr> http://www.aljazeera.com/indepth/interact...
## $ articlesurlToImage <fctr> http://www.aljazeera.com/mritems/Images/2...
## $ articlespublishedAt <fctr> list(), list(), 2017-05-18T13:53:00Z, 201...most frequently used single words- no stop words removed
decontstructText <- function (vector){
titleVector_0<- as.vector(vector)
titleVector<- str_split(titleVector_0," ")
titleVector_2<- unlist(titleVector)
titleVector<- data.frame(table(titleVector_2))
TV <- split(titleVector, titleVector$Freq > 100)
TV_2 <- as.data.frame(TV[2])
return (TV_2)
}
humbug1 <- decontstructText(myDBframe$articlesdescription)
titleVector_0<- as.vector(myDBframe$articlesdescription)
titleVector<- str_split(titleVector_0," ")
titleVector_2<- unlist(titleVector)
titleVector<- data.frame(table(titleVector_2))
TV <- split(titleVector, titleVector$Freq > 100)
TV_2 <- as.data.frame(TV[2])
humbug1[with(humbug1, order(-TRUE.Freq)), ]## TRUE.titleVector_2 TRUE.Freq
## 20463 the 7782
## 20754 to 4345
## 1715 a 4286
## 14556 of 3745
## 10793 in 3298
## 2509 and 2764
## 14670 on 2060
## 20464 The 1596
## 8927 for 1394
## 20449 that 1297
## 22429 with 1151
## 11373 is 1134
## 16047 President 971
## 21118 Trump 961
## 2997 at 933
## 2895 as 928
## 10310 his 924
## 22044 was 903
## 10005 has 872
## 2480 an 787
## 7200 Donald 763
## 9135 from 756
## 2101 after 666
## 150 <U+0097> 660
## 4321 by 658
## 21269 U.S. 651
## 17860 said 638
## 10055 he 625
## 2780 are 583
## 754 (AP) 561
## 10033 have 516
## 3436 be 509
## 22370 will 508
## 1716 A 465
## 22316 who 463
## 11466 it 453
## 12909 Manchester 433
## 11497 its 420
## 1787 about 387
## 15391 people 378
## 3489 been 331
## 13705 more 330
## 22241 were 329
## 4302 but 323
## 20493 their 320
## 8742 first 316
## 11236 into 311
## 21120 Trump's 303
## 10503 House 300
## 20540 they 292
## 14908 out 288
## 14976 over 286
## 3025 attack 285
## 14379 not 278
## 21542 up 267
## 9852 had 262
## 17974 says 260
## 14189 new 258
## 10177 her 253
## 22586 would 253
## 5146 climate 249
## 1 247
## 21235 two 240
## 20440 than 232
## 14693 one 230
## 15745 police 230
## 11898 killed 229
## 21593 US 223
## 15181 Paris 220
## 5959 could 219
## 20580 this 218
## 20664 Thursday 202
## 22306 White 197
## 1869 according 189
## 4131 British 183
## 19828 suicide 177
## 22284 when 174
## 16046 president 172
## 5569 concert 171
## 7406 during 170
## 17804 Russian 170
## 3619 between 168
## 1408 22 167
## 22293 which 166
## 8993 former 163
## 13629 Monday 162
## 14885 other 161
## 14614 officials 160
## 2115 against 159
## 3494 before 156
## 22268 what 156
## 3890 bombing 153
## 12127 last 150
## 17964 say 150
## 4411 campaign 147
## 21451 United 145
## 13124 May 143
## 18205 security 142
## 17863 said. 139
## 11775 just 138
## 14816 or 138
## 19029 some 138
## 18462 she 136
## 10285 him 135
## 20629 three 133
## 3214 back 132
## 12792 made 132
## 14366 North 132
## 13123 may 130
## 9112 Friday 129
## 20536 Theresa 129
## 12224 leaders 125
## 12880 man 125
## 7610 election 124
## 20720 times 124
## 9484 global 119
## 21155 Tuesday 119
## 12269 least 118
## 17792 Russia 118
## 20370 terror 118
## 22169 Wednesday 118
## 19406 State 117
## 20707 time 117
## 22056 WASHINGTON 117
## 3533 being 116
## 21353 under 116
## 6504 decision 114
## 11139 intelligence 114
## 20789 told 114
## 17249 Republican 113
## 4202 budget 112
## 2813 Ariana 111
## 4437 can 111
## 10524 how 111
## 2319 all 110
## 21130 Trump<U+0092>s 110
## 12147 Latest 109
## 752 (all 108
## 11275 investigation 108
## 22296 while 107
## 10794 In 106
## 13746 most 106
## 20818 top 104
## 143 -- 103
## 9635 Grande 103
## 11410 Islamic 103
## 12562 local): 103
## 12288 left 102
## 14294 no 102
## 7251 down 101now lets look at most common 3 length ngrams,
helloWorld <- concatenate(titleVector_0)
helloWorld<- preprocess(helloWorld, case = "lower", remove.punct = TRUE,
remove.numbers = FALSE, fix.spacing = TRUE)
nope<- ngram(helloWorld, n = 3)
phraseBaby <- get.phrasetable(nope)
phraseBaby## ngrams freq
## 1 president donald trump 407
## 2 ap <U+0097> the 128
## 3 president donald trumps 120
## 4 the united states 117
## 5 washington ap <U+0097> 115
## 6 the paris climate 110
## 7 the latest on 109
## 8 the white house 105
## 9 all times local 103
## 10 us president donald 97
## 11 <U+0097> the latest 77
## 12 out of the 74
## 13 ariana grande concert 73
## 14 killed 22 people 67
## 15 according to a 62
## 16 concert in manchester 61
## 17 an ariana grande 59
## 18 one of the 54
## 19 in the us 53
## 20 paris climate accord 53
## 21 from the paris 51
## 22 paris climate agreement 50
## 23 prime minister theresa 49
## 24 ap <U+0097> president 48
## 25 <U+0097> president donald 48
## 26 president donald trump<U+0092>s 47
## 27 of the paris 46
## 28 at an ariana 45
## 29 the first time 45
## 30 manchester england ap 44
## 31 ap <U+0097> a 44
## 32 for the first 44
## 33 england ap <U+0097> 44
## 34 grande concert in 43
## 35 minister theresa may 43
## 36 the trump administration 43
## 37 the islamic state 43
## 38 latest on the 41
## 39 donald trump has 41
## 40 the manchester arena 40
## 41 the paris agreement 39
## 42 donald trump is 38
## 43 london ap <U+0097> 38
## 44 donald trump on 38
## 45 chancellor angela merkel 35
## 46 the manchester attack 33
## 47 on president donald 33
## 48 according to the 31
## 49 that killed 22 31
## 50 on climate change 30
## 51 director james comey 29
## 52 to the us 29
## 53 islamic state group 29
## 54 german chancellor angela 29
## 55 president emmanuel macron 29
## 56 trumps decision to 29
## 57 as part of 29
## 58 national security adviser 29
## 59 french president emmanuel 28
## 60 latest on president 28
## 61 a pop concert 28
## 62 philippines ap <U+0097> 28
## 63 donald trump said 28
## 64 the manchester bombing 28
## 65 fbi director james 28
## 66 donald trump and 28
## 67 the us president 27
## 68 at least 22 27
## 69 withdraw from the 27
## 70 of the manchester 27
## 71 first trip abroad 27
## 72 in manchester england 27
## 73 former fbi director 27
## 74 senate intelligence committee 27
## 75 in the 2016 26
## 76 york ap <U+0097> 26
## 77 new york ap 26
## 78 the manchester suicide 26
## 79 with the us 26
## 80 president vladimir putin 26
## 81 the suicide bombing 26
## 82 the senate intelligence 26
## 83 22 people dead 25
## 84 pull out of 25
## 85 the republican candidate 25
## 86 former cia director 25
## 87 group of seven 25
## 88 the prime minister 25
## 89 killed at least 24
## 90 decision to pull 24
## 91 russian president vladimir 24
## 92 some of the 24
## 93 least 22 people 24
## 94 congressional budget office 24
## 95 the middle east 24
## 96 former national security 24
## 97 in the wake 23
## 98 a suicide bomber 23
## 99 of the us 23
## 100 is expected to 23
## 101 people were killed 23
## 102 who killed 22 23
## 103 the us from 23
## 104 in the philippines 23
## 105 the head of 22
## 106 suicide bomber who 22
## 107 the end of 22
## 108 victims of the 22
## 109 the manchester terror 22
## 110 investigation into the 22
## 111 the investigation into 22
## 112 the wake of 22
## 113 the suicide bomber 21
## 114 cia director john 21
## 115 that the us 21
## 116 in connection with 21
## 117 pop concert in 20
## 118 left 22 people 20
## 119 president rodrigo duterte 20
## 120 brussels ap <U+0097> 20
## 121 his first foreign 20
## 122 first foreign trip 20
## 123 of president donald 20
## 124 decision to withdraw 20
## 125 the supreme court 20
## 126 director john brennan 20
## 127 to withdraw from 19
## 128 is set to 19
## 129 us from the 19
## 130 in saudi arabia 19
## 131 ap <U+0097> british 19
## 132 part of a 19
## 133 attack in manchester 19
## 134 suicide bombing at 19
## 135 bomber who killed 19
## 136 donald trumps soninlaw 19
## 137 the victims of 19
## 138 in the first 18
## 139 people including children 18
## 140 meddling in the 18
## 141 22 people in 18
## 142 trump on thursday 18
## 143 22 people including 18
## 144 attack on a 18
## 145 donald trump announced 18
## 146 a day after 18
## 147 bomber salman abedi 18
## 148 manchester terror attack 18
## 149 to be a 18
## 150 more than a 18
## 151 said he was 18
## 152 in the south 18
## 153 theresa may has 17
## 154 to pull out 17
## 155 mont ap <U+0097> 17
## 156 part of the 17
## 157 the congressional budget 17
## 158 the new york 17
## 159 manchester suicide bomber 17
## 160 22 people and 17
## 161 claimed responsibility for 17
## 162 in the uk 17
## 163 south china sea 17
## 164 with pope francis 17
## 165 said on thursday 16
## 166 national spelling bee 16
## 167 responsibility for the 16
## 168 you need to 16
## 169 sicily ap <U+0097> 16
## 170 at a pop 16
## 171 interference in the 16
## 172 in the manchester 16
## 173 at manchester arena 16
## 174 north korea fired 16
## 175 on thursday to 16
## 176 to a new 16
## 177 the leaders of 16
## 178 white house adviser 16
## 179 a group of 16
## 180 agreement on climate 16
## 181 the group of 16
## 182 on the eve 16
## 183 donald trump will 16
## 184 theresa may said 16
## 185 manchester suicide bombing 16
## 186 the us and 16
## 187 donald trumps decision 16
## 188 manila philippines ap 16
## 189 in the middle 16
## 190 the eve of 16
## 191 salman abedi was 15
## 192 under the influence 15
## 193 driving under the 15
## 194 scripps national spelling 15
## 195 house of representatives 15
## 196 adviser jared kushner 15
## 197 the south china 15
## 198 head of the 15
## 199 said on tuesday 15
## 200 on monday night 15
## 201 killed in the 15
## 202 at the end 15
## 203 linked to the 15
## 204 up a secret 15
## 205 heathrow and gatwick 15
## 206 a series of 15
## 207 was charged with 15
## 208 around the world 15
## 209 jerusalem ap <U+0097> 15
## 210 new york times 15
## 211 bozeman mont ap 15
## 212 familiar with the 15
## 213 members of the 15
## 214 secretary of state 15
## 215 on a portland 15
## 216 leaders of the 14
## 217 in manchester that 14
## 218 of the world 14
## 219 tiger woods was 14
## 220 greater manchester police 14
## 221 22 people at 14
## 222 candidate greg gianforte 14
## 223 the us out 14
## 224 people in manchester 14
## 225 on a bus 14
## 226 said on friday 14
## 227 it was a 14
## 228 bombing in manchester 14
## 229 taormina sicily ap 14
## 230 the terror attack 14
## 231 that left 22 14
## 232 the federal reserve 14
## 233 ice cream shop 14
## 234 was known to 14
## 235 wake of the 14
## 236 were killed and 14
## 237 us out of 14
## 238 ahead of the 14
## 239 a white house 14
## 240 federal appeals court 14
## 241 south of cairo 13
## 242 terror threat level 13
## 243 homeland security secretary 13
## 244 our live blog 13
## 245 to be the 13
## 246 england all times 13
## 247 donald trump was 13
## 248 appeared to be 13
## 249 home secretary amber 13
## 250 people at a 13
## 251 the 2016 presidential 13
## 252 said it was 13
## 253 in the past 13
## 254 russian meddling in 13
## 255 of the united 13
## 256 the ariana grande 13
## 257 the number of 13
## 258 police investigating the 13
## 259 tens of thousands 13
## 260 blog is tracking 13
## 261 secretary john kelly 13
## 262 the start of 13
## 263 in a statement 13
## 264 manchester arena bombing 13
## 265 on social media 13
## 266 connection with the 13
## 267 the trump campaign 13
## 268 in northern england 13
## 269 the 2016 election 13
## 270 republican greg gianforte 13
## 271 concert in northern 13
## 272 the first quarter 13
## 273 earlier this month 13
## 274 said in an 13
## 275 ore ap <U+0097> 13
## 276 the mother of 13
## 277 his decision to 13
## 278 of the most 13
## 279 live blog is 13
## 280 the landmark paris 13
## 281 and the trump 12
## 282 said on wednesday 12
## 283 city ap <U+0097> 12
## 284 assaulting a reporter 12
## 285 suicide bomber salman 12
## 286 blast at an 12
## 287 setting up a 12
## 288 security adviser michael 12
## 289 in order to 12
## 290 in the paris 12
## 291 united states from 12
## 292 it has been 12
## 293 president trump is 12
## 294 security secretary john 12
## 295 of the suicide 12
## 296 need to know 12
## 297 holy month of 12
## 298 on wednesday as 12
## 299 the labour leader 12
## 300 marawi philippines ap 12
## 301 22 people were 12
## 302 the wall street 12
## 303 in new york 12
## 304 an attack on 12
## 305 the nba finals 12
## 306 a campaign promise 12
## 307 over the next 12
## 308 from the landmark 12
## 309 of thousands of 12
## 310 landmark paris climate 12
## 311 in an interview 12
## 312 at a concert 12
## 313 secretary amber rudd 12
## 314 korea fired a 12
## 315 north korean leader 12
## 316 a suicide bombing 12
## 317 with russian officials 12
## 318 with the united 12
## 319 president michel temer 12
## 320 month of ramadan 12
## 321 taken into custody 11
## 322 us house of 11
## 323 the terror threat 11
## 324 the us economy 11
## 325 it comes to 11
## 326 korean leader kim 11
## 327 about the manchester 11
## 328 to pull the 11
## 329 northern england all 11
## 330 ap <U+0097> former 11
## 331 john kelly said 11
## 332 tried to stop 11
## 333 us officials said 11
## 334 to the united 11
## 335 after the manchester 11
## 336 popular ice cream 11
## 337 manchester arena attack 11
## 338 breitbart news daily 11
## 339 after a suicide 11
## 340 the justice department 11
## 341 top white house 11
## 342 the philippine capital 11
## 343 in the united 11
## 344 all flights from 11
## 345 according to an 11
## 346 bombing at a 11
## 347 in the philippine 11
## 348 terrorism threat level 11
## 349 for the poor 11
## 350 bombing at an 11
## 351 the blast at 11
## 352 his first trip 11
## 353 a pair of 11
## 354 bombing that killed 11
## 355 italy ap <U+0097> 11
## 356 when it comes 11
## 357 has been a 11
## 358 the fight against 11
## 359 on the blast 11
## 360 with president donald 11
## 361 russian interference in 11
## 362 for the victims 11
## 363 donald trumps first 11
## 364 the us is 11
## 365 is likely to 11
## 366 the general election 11
## 367 on thursday that 11
## 368 republican candidate in 11
## 369 the russian ambassador 11
## 370 the age of 11
## 371 allman brothers band 11
## 372 adviser michael flynn 11
## 373 that president donald 11
## 374 first time in 11
## 375 the allman brothers 11
## 376 opened fire on 11
## 377 the us house 11
## 378 to the islamic 11
## 379 the russia investigation 11
## 380 said he would 11
## 381 was taken into 11
## 382 from the manchester 10
## 383 trump transition team 10
## 384 an effort to 10
## 385 up in a 10
## 386 to the ground 10
## 387 by nine months 10
## 388 theresa may will 10
## 389 president trumps decision 10
## 390 the former fbi 10
## 391 on a train 10
## 392 cream shop in 10
## 393 left at least 10
## 394 said he will 10
## 395 paris agreement on 10
## 396 the death of 10
## 397 people and injured 10
## 398 the first lady 10
## 399 up in the 10
## 400 a federal appeals 10
## 401 jared kushner president 10
## 402 wall street journal 10
## 403 parts of the 10
## 404 to do more 10
## 405 in recent years 10
## 406 trumps soninlaw and 10
## 407 at the vatican 10
## 408 climate change and 10
## 409 with misdemeanor assault 10
## 410 a portland oregon 10
## 411 member of the 10
## 412 they tried to 10
## 413 on thursday night 10
## 414 chief executive officer 10
## 415 british prime minister 10
## 416 the sp 500 10
## 417 in the white 10
## 418 withdraw the us 10
## 419 attack at a 10
## 420 charged with assaulting 10
## 421 to create a 10
## 422 in response to 10
## 423 a lot of 10
## 424 been charged with 10
## 425 pittsburgh ap <U+0097> 10
## 426 and climate change 10
## 427 new york city 10
## 428 the us will 10
## 429 a southern philippine 10
## 430 a report that 10
## 431 donald trump to 10
## 432 of the 22 10
## 433 taormina italy ap 10
## 434 the trump transition 10
## 435 died in the 10
## 436 in the early 10
## 437 president barack obama 10
## 438 to withdraw the 10
## 439 attack at an 10
## 440 the paris accord 10
## 441 the pace of 10
## 442 into the manchester 10
## 443 is one of 10
## 444 end of the 10
## 445 threat level to 10
## 446 soninlaw jared kushner 10
## 447 woods was arrested 10
## 448 a bus carrying 10
## 449 paris climate change 10
## 450 states from the 10
## 451 states out of 10
## 452 a number of 10
## 453 former president barack 10
## 454 united states out 10
## 455 two men were 10
## 456 to win the 10
## 457 health care bill 10
## 458 portland ore ap 9
## 459 donald trump says 9
## 460 resorts world manila 9
## 461 and senior adviser 9
## 462 the us embassy 9
## 463 least 36 people 9
## 464 trump said on 9
## 465 the g7 summit 9
## 466 the scripps national 9
## 467 the us election 9
## 468 at least 36 9
## 469 1 of the 9
## 470 to start your 9
## 471 state rex tillerson 9
## 472 the affordable care 9
## 473 six muslimmajority countries 9
## 474 leg of his 9
## 475 southern philippine city 9
## 476 the trump administrations 9
## 477 with president trump 9
## 478 of driving under 9
## 479 2016 presidential election 9
## 480 the rest of 9
## 481 stabbed to death 9
## 482 of the city 9
## 483 was expected to 9
## 484 john brennan said 9
## 485 to saudi arabia 9
## 486 us supreme court 9
## 487 a member of 9
## 488 at the age 9
## 489 in the city 9
## 490 appears to be 9
## 491 house adviser jared 9
## 492 said on sunday 9
## 493 died he was 9
## 494 as president donald 9
## 495 at a nato 9
## 496 to the world 9
## 497 in the attack 9
## 498 the us has 9
## 499 the unemployment rate 9
## 500 philippine president rodrigo 9
## 501 suicide bomb attack 9
## 502 to keep the 9
## 503 on his first 9
## 504 has died he 9
## 505 the deadly manchester 9
## 506 paris climate deal 9
## 507 trump said he 9
## 508 kim jong un 9
## 509 donald trumps budget 9
## 510 his overseas trip 9
## 511 first time since 9
## 512 in a decade 9
## 513 calif ap <U+0097> 9
## 514 north korea has 9
## 515 of the american 9
## 516 treasury secretary steven 9
## 517 from the white 9
## 518 investigating the manchester 9
## 519 republican candidate for 9
## 520 carried out the 9
## 521 with the russian 9
## 522 a lone gunman 9
## 523 the airline said 9
## 524 angela merkel said 9
## 525 a string of 9
## 526 concert on monday 9
## 527 of state rex 9
## 528 kushner president donald 9
## 529 who died in 9
## 530 between russia and 9
## 531 terror attack at 9
## 532 trumps first trip 9
## 533 the us to 9
## 534 the attack on 9
## 535 the fbi is 9
## 536 channel between the 9
## 537 of the worlds 9
## 538 in the world 9
## 539 donald trump in 9
## 540 theresa may says 9
## 541 on suspicion of 9
## 542 secretary steven mnuchin 9
## 543 start your day 9
## 544 the concert bombing 9
## 545 reporter ben jacobs 9
## 546 affordable care act 9
## 547 an attempt to 9
## 548 times local the 9
## 549 to be muslim 9
## 550 to raise the 9
## 551 moody<U+0092>s investors service 9
## 552 donald trump<U+0092>s soninlaw 9
## 553 the biggest news 9
## 554 with the manchester 9
## 555 of the year 9
## 556 special election for 9
## 557 people in the 9
## 558 ambassador to the 9
## 559 <U+0097> british police 9
## 560 soninlaw and senior 9
## 561 the manchester concert 9
## 562 environmental protection agency 9
## 563 is trying to 9
## 564 charged with misdemeanor 9
## 565 to us media 9
## 566 abroad all times 9
## 567 which killed 22 9
## 568 said in a 9
## 569 trip abroad all 9
## 570 game 1 of 9
## 571 people familiar with 9
## 572 greg gianforte won 9
## 573 a man who 9
## 574 that he was 8
## 575 trump on tuesday 8
## 576 the us would 8
## 577 los angeles ap 8
## 578 a secret communications 8
## 579 because of the 8
## 580 after the us 8
## 581 the us military 8
## 582 republican congressional candidate 8
## 583 is tracking market 8
## 584 jeremy joseph christian 8
## 585 health care act 8
## 586 a terrorist attack 8
## 587 gaming tables alight 8
## 588 saudi arabia and 8
## 589 concert hall in 8
## 590 an investigation into 8
## 591 ap <U+0097> philippine 8
## 592 the future of 8
## 593 a major blow 8
## 594 a letter to 8
## 595 was arrested in 8
## 596 is poised to 8
## 597 dozens of others 8
## 598 on sunday the 8
## 599 be able to 8
## 600 trip abroad as 8
## 601 during the 2016 8
## 602 current and former 8
## 603 meeting with the 8
## 604 ballistic missile test 8
## 605 said they were 8
## 606 the father of 8
## 607 thousands of people 8
## 608 of the nba 8
## 609 has been arrested 8
## 610 remain in the 8
## 611 of the federal 8
## 612 attorney general jeff 8
## 613 have carried out 8
## 614 ford motor co 8
## 615 white house official 8
## 616 the us supreme 8
## 617 carrying coptic christians 8
## 618 trumps former national 8
## 619 us house seat 8
## 620 at a casino 8
## 621 the washington post 8
## 622 the associated press 8
## 623 and injured dozens 8
## 624 dead all times 8
## 625 stay in the 8
## 626 by president donald 8
## 627 militants linked to 8
## 628 city of marawi 8
## 629 as us president 8
## 630 american health care 8
## 631 president mike pence 8
## 632 the us ambassador 8
## 633 the manchester bomber 8
## 634 questions about the 8
## 635 on thursday morning 8
## 636 behind the manchester 8
## 637 vatican city ap 8
## 638 vice president mike 8
## 639 for the us 8
## 640 is leaving the 8
## 641 on the paris 8
## 642 the center of 8
## 643 the european union 8
## 644 the death toll 8
## 645 pull the us 8
## 646 biggest news to 8
## 647 in the southern 8
## 648 white house is 8
## 649 appears to have 8
## 650 him to the 8
## 651 secret communications channel 8
## 652 after a gunman 8
## 653 vladimir putin is 8
## 654 in one of 8
## 655 he was pulling 8
## 656 jared kushner is 8
## 657 a southern city 8
## 658 outside a popular 8
## 659 the mayor of 8
## 660 on friday the 8
## 661 director mick mulvaney 8
## 662 were fatally stabbed 8
## 663 the south korean 8
## 664 north atlantic treaty 8
## 665 who tried to 8
## 666 in his first 8
## 667 of the world<U+0092>s 8
## 668 most of the 8
## 669 women who appeared 8
## 670 killing at least 8
## 671 rest of the 8
## 672 earlier this week 8
## 673 of a new 8
## 674 days after a 8
## 675 shortrange ballistic missile 8
## 676 the 2016 us 8
## 677 ap <U+0097> police 8
## 678 holed up in 8
## 679 the two leaders 8
## 680 to leave the 8
## 681 european union leaders 8
## 682 trump<U+0092>s soninlaw and 8
## 683 president trump has 8
## 684 us presidential election 8
## 685 tracking market reaction 8
## 686 israel and the 8
## 687 manchester concert bombing 8
## 688 following the manchester 8
## 689 to deal with 8
## 690 the early hours 8
## 691 from six muslimmajority 8
## 692 general jeff sessions 8
## 693 has been charged 8
## 694 a time when 8
## 695 to the manchester 8
## 696 at a manchester 8
## 697 to syria and 8
## 698 a popular ice 8
## 699 after he was 8
## 700 he did not 8
## 701 will withdraw from 8
## 702 the city of 8
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## [ reached getOption("max.print") -- omitted 90672 rows ]check out a random babble
babbler <-babble(nope, genlen=15, seed=1234)
babbler## [1] "not a huge fan of the american fabric is historical revisionism with a political agenda "