profanity_by: Profanity Rate By Groups
In sentimentr: Calculate Text Polarity Sentiment
Description
Usage
Arguments
Value
Chaining
See Also
Examples
Description
Approximate the profanity of text by grouping variable(s). For a
full description of the profanity detection algorithm see
profanity. See profanity
for more details about the algorithm, the profanity/valence shifter keys
that can be passed into the function, and other arguments that can be passed.
Usage
1
profanity_by(text.var, by = NULL, group.names, ...)
Arguments
text.var
The text variable. Also takes a profanityr or
profanity_by object.
by
The grouping variable(s). Default NULL uses the original
row/element indices; if you used a column of 12 rows for text.var
these 12 rows will be used as the grouping variable. Also takes a single
grouping variable or a list of 1 or more grouping variables.
group.names
A vector of names that corresponds to group. Generally
for internal use.
...
Other arguments passed to profanity.
Value
Returns a data.table with grouping variables plus:
element_id - The id number of the original vector passed to profanity
sentence_id - The id number of the sentences within each element_id
word_count - Word count summed by grouping variable
profanity_count - The number of profanities used by grouping variable
sd - Standard deviation (sd) of the sentence level profanity rate by grouping variable
ave_profanity - Profanity rate
Chaining
See the sentiment_by for details about sentimentr chaining.
See Also
Other profanity functions:
profanity()
Examples
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## Not run:
bw <- sample(lexicon::profanity_alvarez, 4)
mytext <- c(
sprintf('do you like this %s? It is %s. But I hate really bad dogs', bw[1], bw[2]),
'I am the best friend.',
NA,
sprintf('I %s hate this %s', bw[3], bw[4]),
"Do you really like it? I'm not happy"
)
## works on a character vector but not the preferred method avoiding the
## repeated cost of doing sentence boundary disambiguation every time
## `profanity` is run
profanity(mytext)
profanity_by(mytext)
## preferred method avoiding paying the cost
mytext <- get_sentences(mytext)
profanity_by(mytext)
get_sentences(profanity_by(mytext))
(myprofanity <- profanity_by(mytext))
stats::setNames(get_sentences(profanity_by(mytext)),
round(myprofanity[["ave_profanity"]], 3))
brady <- get_sentences(crowdflower_deflategate)
library(data.table)
bp <- profanity_by(brady)
crowdflower_deflategate[bp[ave_profanity > 0,]$element_id, ]
vulgars <- bp[["ave_profanity"]] > 0
stats::setNames(get_sentences(bp)[vulgars],
round(bp[["ave_profanity"]][vulgars], 3))
bt <- data.table(crowdflower_deflategate)[,
source := ifelse(grepl('^RT', text), 'retweet', 'OP')][,
belichick := grepl('\\bb[A-Za-z]+l[A-Za-z]*ch', text, ignore.case = TRUE)][]
prof_bel <- with(bt, profanity_by(text, by = list(source, belichick)))
plot(prof_bel)
## End(Not run)
Example output
element_id sentence_id word_count profanity_count profanity
1: 1 1 5 1 0.2000000
2: 1 2 3 1 0.3333333
3: 1 3 6 0 0.0000000
4: 2 1 5 0 0.0000000
5: 3 1 NA 0 0.0000000
6: 4 1 5 2 0.4000000
7: 5 1 5 0 0.0000000
8: 5 2 3 0 0.0000000
element_id word_count profanity_count sd ave_profanity
1: 1 14 2 0.1677741 0.1428571
2: 2 5 0 NA 0.0000000
3: 3 0 0 NA 0.0000000
4: 4 5 2 NA 0.4000000
5: 5 8 0 0.0000000 0.0000000
element_id word_count profanity_count sd ave_profanity
1: 1 14 2 0.1677741 0.1428571
2: 2 5 0 NA 0.0000000
3: 3 0 0 NA 0.0000000
4: 4 5 2 NA 0.4000000
5: 5 8 0 0.0000000 0.0000000
[[1]]
[1] "do you like this kuk?" "It is hoore."
[3] "But I hate really bad dogs"
[[2]]
[1] "I am the best friend."
[[3]]
[1] NA
[[4]]
[1] "I bassterds hate this pizda"
[[5]]
[1] "Do you really like it?" "I'm not happy"
attr(,"class")
[1] "get_sentences" "get_sentences_character"
[3] "list"
element_id word_count profanity_count sd ave_profanity
1: 1 14 2 0.1677741 0.1428571
2: 2 5 0 NA 0.0000000
3: 3 0 0 NA 0.0000000
4: 4 5 2 NA 0.4000000
5: 5 8 0 0.0000000 0.0000000
$`0.143`
[1] "do you like this kuk?" "It is hoore."
[3] "But I hate really bad dogs"
$`0`
[1] "I am the best friend."
$`0`
[1] NA
$`0.4`
[1] "I bassterds hate this pizda"
$`0`
[1] "Do you really like it?" "I'm not happy"
attr(,"class")
[1] "get_sentences" "get_sentences_character"
[3] "list"
sentiment
1: 0.5
2: 0.0
3: -1.0
4: 0.5
5: 0.0
---
257: -1.0
258: 0.0
259: 0.0
260: -1.0
261: -0.5
text
1: RT @DeSmogBlog: Bill Nye @TheScienceGuy: Screw #Deflategate. You Should "Give a Fuck" About #ClimateChange Instead. http://t.co/cKCXLgn9Xf _
2: Videos We're Into: Bill Nye Talks #Deflategate And Giving A Fuck About Climate Change: Hold onto your butts, k... http://t.co/Vtan7HVeoc
3: @IwantaELITE @Ryosaur @NewEnglandPats4 @BrockMut "ur dumb as shit" "chest to win" "#deflategate" but we're the ones who can't shit talk
4: Bill Nye @TheScienceGuy: Screw #Deflategate. You Should "Give a Fuck" About #ClimateChange Instead. http://t.co/cKCXLgn9Xf via @MotherJones
5: @EddieSteak her boobs seemed a little light. #DeflateGate
---
257: Take draft picks? Draft is a crap shoot anyway. Belichick would gladly give up picks if it kept him and Brady in the SB. #deflategate
258: SCIENCE BITCH #DeflateGate
259: NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO: http://t.co/kym5G5OUGl via @YouTube
260: @mikefreemanNFL is a joke of a reporter. He blasts a team without all the data and is now trying to cover his own ass. #DeflateGate
261: RT @Alex_Chatman: Bill splitting out knowledge. Bitch ass haters can suck it. Wasting a whole damn fucking week on #DeflateGate
$`0.056`
[1] "RT @DeSmogBlog: Bill Nye @TheScienceGuy: Screw #Deflategate."
[2] "You Should \"Give a Fuck\" About #ClimateChange Instead."
[3] "http://t.co/cKCXLgn9Xf _"
$`0.045`
[1] "Videos We're Into: Bill Nye Talks #Deflategate And Giving A Fuck About Climate Change: Hold onto your butts, k..."
[2] "http://t.co/Vtan7HVeoc"
$`0.05`
[1] "@IwantaELITE @Ryosaur @NewEnglandPats4 @BrockMut \"ur dumb as shit\" \"chest to win\" \"#deflategate\" but we're the ones who can't shit talk"
$`0.056`
[1] "Bill Nye @TheScienceGuy: Screw #Deflategate."
[2] "You Should \"Give a Fuck\" About #ClimateChange Instead."
[3] "http://t.co/cKCXLgn9Xf via @MotherJones"
$`0.125`
[1] "@EddieSteak her boobs seemed a little light."
[2] "#DeflateGate"
$`0.053`
[1] "So rad: Bill Nye: Screw #Deflategate."
[2] "You should \"give a f$%@\" about #climatechange instead."
[3] "http://t.co/x0JAax5Bt4 #climate #uspoli"
$`0.083`
[1] "#JupiterAscending vs. #DeflateGate there is a funny testicle joke in there somewhere"
$`0.042`
[1] "@Donbi @NFLonFOX dum Ass u have Charlie brown on ur avi Lmfao secondly it's #deflategate not inflate."
[2] ".."
[3] "third he never snapped he was honest"
$`0.059`
[1] "HAHA!"
[2] "Bill Nye: Screw #Deflategate."
[3] "You should \"give a fuck\" about #climatechange instead."
[4] "http://t.co/236B6ZjOln #SuperBowlXLIX"
$`0.043`
[1] "RT @zbinski: I think the Equipment Manager from the NE Patriots has been deflating my GF boobs for the last 4 years:-( #DeflateGate"
$`0.053`
[1] "Millions are passionate about the atmosphere of a fuckin football while Earth's atmosphere is in a degenerative condition."
[2] "#DeflateGate"
$`0.056`
[1] "Bill Nye: Screw #Deflategate."
[2] "You should \"give a fuck\" about climate change instead."
[3] "http://t.co/mHQ8GGbyzW via @MotherJones"
$`0.053`
[1] "Man, the #Patriots are having one hell of a week."
[2] "#DeflateGate / Super Bowl and now the Hernandez case starts."
$`0.043`
[1] "RT @SugarShiv: Let's see how bad the @nfl & @nflcommish fuck up #DeflateGate."
[2] "Thinking Rog will go easy on his boy Rob."
[3] "SMH"
$`0.04`
[1] "I hope the @Seahawks win cause I don't wanna listen to their fans bitch about how they got cheated because of #DeflateGate."
[2] "Which they will."
$`0.056`
[1] "#Deflategate is trending, but #SuperBowl leads to bigger problem: increased sex trafficking."
[2] "A survivor's story: http://t.co/rrpRtxq7UY"
$`0.048`
[1] "Let's see how bad the @nfl & @nflcommish fuck up #DeflateGate."
[2] "Thinking Rog will go easy on his boy Rob."
[3] "SMH"
$`0.048`
[1] "RT @ChrisJZullo: Screw #DeflateGate how about #TaxGate."
[2] "The NFL does not pay taxes."
[3] "Retweet this #uniteblue #cnn #msnbc #p2 #libcrib http:/_"
$`0.083`
[1] "@ProFootballTalk #DeflateGate bullshit, this guy has been a troll the entire time."
[2] "He has his head too far up Irsay's ass to know shit."
$`0.077`
[1] "wow."
[2] "this has some damning implications about #deflategate holy crap http://t.co/QmJjYyYyWf"
$`0.053`
[1] "The first time I heard the words #DeflateGate I immediately thought it was a flemsy, temporary, shitty fencing company"
$`0.053`
[1] "@DRUDGE_REPORT not cool."
[2] "Just because theyre cheaters dont mean you need to be assholes!"
[3] "#alllivesmatter yes even cheaters!"
[4] "#DeflateGate"
$`0.048`
[1] "RT @sadallaire913: @WADDTalkRadio 2 false alarms at the #Patriots hotel?"
[2] "This #DeflateGate crap?"
[3] "No, the NFL isn't conspiring against New E_"
$`0.045`
[1] "Funny in retrospect: \"My husband cannot fucking throw the ball and catch the ball at the same time!\""
[2] "@giseleofficial in 2012 #deflategate"
$`0.056`
[1] "\"@ShooterMcGavin_: #DeflateGate in a nutshell http://t.co/guztxBgrcN\" how abouta warm glass of shut the hell up."
[2] "#iwillputyoutosleep"
$`0.04`
[1] "RT @aurosan: i don't give a fuck about #DeflateGate i care way more about the nfl giving free passes to rapists, domestic abusers, and mu_"
$`0.042`
[1] "move over #deflategate , #alarmgate is here."
[2] "Some schmuck pulling fire alarm in pats hotel, 2 nights in a row."
[3] "it must be #Seattle #nfl"
$`0.062`
[1] "Like who gives a shit about #DeflateGate and who fucken cares what hat Marshawn Lynch wore"
$`0.111`
[1] "RT @nothin_but_leys: #BellLetsTalk about #DeflateGate and sex with dwarfs."
$`0.042`
[1] ".@nfl asks @Columbia to sort out #DeflateGate."
[2] "I'd be pretty upset by all this if I gave a crap about football: http://t.co/GpAEyGPRVl"
$`0.043`
[1] "Oh thank god, HUGE NEWS, #Brady has a cold, something to take over this dumb ass #DeflateGate and @espn to BEAT - #SuperBowl #Patriots"
$`0.042`
[1] "WTF!"
[2] "R U serious?"
[3] "The @nfl is asking scientists 2 look at the footballs now?"
[4] "LOL!"
[5] "They're so desperate 2 screw the @Patriots!"
[6] "#DeflateGate"
$`0.045`
[1] "@nflcommish leave marshawn alone."
[2] "You are gonna seriously fine him over a hat!?"
[3] "Go bother the patriots with the dumb shit."
[4] "#DeflateGate"
$`0.045`
[1] "@Ooh_McC I meant with her as in supporting the Seahawks!"
[2] "Why are you in that shit hole?"
[3] "Patriots are cheats."
[4] "#DeflateGate #SpyGate"
$`0.071`
[1] "I'm sorry, but this made me crack the hell up _/_/_ #DeflateGate http://t.co/yWHKCkZ1xd"
$`0.048`
[1] "@sportspickle @nfl Thanks to Lynch, Dick Sherman, Brady, Bill Belichick and #DeflateGate I could not care any less about the @SuperBowl."
$`0.1`
[1] "Mike Kensil, what a fat, wet vagina you are."
[2] "You should be banned from the NFL you cockles bastard."
[3] "#DeflateGate"
$`0.059`
[1] "#Physics prof Tim Gay says cold weather likely caused underinflated footballs http://t.co/R9bQouK4za #UNL #DeflateGate @nfl"
$`0.05`
[1] "Hot, sexy and more exciting than #DeflateGate!"
[2] "It's my name change campaign."
[3] "--> http://t.co/P0nravQjxK (Please retweet, thank you.)"
$`0.043`
[1] "RT @BertyBertz23: The @nfl is tryna fine Marshawn Lynch for wearing a fucking hat but botches #deflategate and Ray Rice situation."
[2] "Buncha f_"
$`0.043`
[1] "I wish they would hype up the actual superbowl game instead of what @MoneyLynch is going to wear or do."
[2] "And fuck #DeflateGate"
$`0.067`
[1] "RT @PolitiBunny: Karma is only a bitch if you are first..."
[2] "http://t.co/glUsLGrCZR #DeflateGate"
$`0.056`
[1] "Someone should take Pinocchio's long nose and shove it up Bill Bellichick's lying ass #DeflateGate #Patriots #football #SuperBowlXLIX"
$`0.077`
[1] "Karma is only a bitch if you are first..."
[2] "http://t.co/glUsLGrCZR #DeflateGate"
$`0.038`
[1] "RT @ingram40: This shit is getting out of control they quick to hand out fines to lynch for breaking rules but drag this #DeflateGate out w_"
$`0.04`
[1] "Hate the Patriots?"
[2] "A UFC Fan?"
[3] "If your answer is yes & yes, then this shit is hilarious."
[4] "Get em' Nick!!!"
[5] "http://t.co/FjTLj93Hz5 #DeflateGate"
$`0.05`
[1] "\"The night of the fight, you may feel a slight sting."
[2] "That's pride fucking with you.\""
[3] "http://t.co/CJuzHTRCY9 #DeflateGate"
$`0.125`
[1] "Fuck the cheating patriots #DeflateGate Colts Nation baby"
$`0.13`
[1] "#NFL is a fuckin joke trying to take the heat off @Patriots #DeflateGate by harassing Marshawn Lynch get off his dick fuckin goofs"
$`0.111`
[1] "Bill likes the Hawks."
[2] "fuck #deflategate http://t.co/F0S7QNlhMN"
$`0.043`
[1] "The damn @nfl needs to focus on shit that matters like finding out what happened to the balls.."
[2] "Not fining @MoneyLynch #DeflateGate #NFL"
$`0.045`
[1] "@ConHugh @nflcommish @MoneyLynch He got fined 100k for his hold my dick celebration when pats will only got fined 25k for #deflategate"
$`0.2`
[1] "Fuck u cheating ass patriots _/_ #nfl #DeflateGate http://t.co/52Z7iYOpFI"
$`0.053`
[1] "Is Shockwave designed to crash my browswer all the fucking time?"
[2] "If so, good job, developers."
[3] "#impressed #blessed #deflategate"
$`0.056`
[1] "RT @unlcas: Gay believes air temp is key to NFL's 'Deflate-gate' http://t.co/bWBcKyMVhF #UNL #physics #deflategate"
$`0.1`
[1] "\"@BigCatTrillOG: @BiasedGirl Stand with this dick bitch.\""
[2] "#DeflateGate strikes again."
$`0.1`
[1] "The nazis are behind the deflated balls #loomynartyconfirmed #deflategate @BeardXc"
$`0.043`
[1] "#TomBrady #NEPatriots #SuperBowl #DeflateGate Word on the street - Tom Brady deflates his wife's boobs by 2-3 psi on cold days as well"
$`0.067`
[1] "So for everyone still on the #DeflateGate tear go ahead and shut the fuck up."
$`0.056`
[1] "Oh good more #DeflateGate and shit noone cares about."
[2] "#ESPN, only good for sports broadcasting, not journalism."
[3] "#Gossipmongering"
$`0.111`
[1] "@dakuchifu hell no!"
[2] "We cooperating with the investigation #DeflateGate"
$`0.1`
[1] "Holy shit even @FoxNews is reporting about #DeflateGate right now!!"
$`0.053`
[1] "Between #Deflategate, Marshawn Lynch, and Brandon Browner I have no desire to watch this game anymore."
[2] "Fuck the #SuperBowl."
$`0.062`
[1] "Another physics professor (Columbia U) says Belichick is full of crap #DeflateGate hahahahahhaahha http://t.co/BHbzwBf1tj"
$`0.038`
[1] "alot of people are starting to realised how rigged the nfl is so now they are literally mkin shit up to mke a sportsnews story #DeflateGate"
$`0.053`
[1] "Apparently, some people in this house don't appreciate their post-breastfeeding boobs being compared to current sports new."
[2] "#DeflateGate"
$`0.059`
[1] "@DuranSports don't know what I'm more sick of, this stupid ass #DeflateGate or this #PacquiaoMayweather non-fight"
$`0.048`
[1] "RT @artheskywalqer: The #NFL is incompetent and corrupt as fuck but #TomBrady can't be lying because he's so dreamy."
[2] "#FOH #BreadandCircuses_"
$`0.043`
[1] "Everyone knows the #Patriots cheated but who the fuck cares..It's not like they video taped the other teams practice.."
[2] "oh wait."
[3] "#DeflateGate"
$`0.04`
[1] "@gwatts77: I like my blow up doll a little deflated so I can have a better grip on that ass."
[2] "you and the @Patriots #DeflateGate"
$`0.091`
[1] "_/_/_/_/_/_/_/ fucking gold right here #deflategate #patriots http://t.co/0fPVbEBTeB via @youtube"
$`0.083`
[1] "@Lindsayy714 also any variation of #DeflateGate annoys the hell out of me"
$`0.056`
[1] "RT@RealErlich: I've realized something about #DeflateGate and that's the fact that nobody gives a shit about it."
$`0.062`
[1] "I've realized something about #DeflateGate and that's the fact that nobody gives a shit about it."
$`0.071`
[1] "RT @MD_Willington: @CDNGunner00 that's why they keep folks focused on crap topics like #DeflateGate..."
$`0.083`
[1] "@CDNGunner00 that's why they keep folks focused on crap topics like #DeflateGate..."
$`0.042`
[1] "RT @emschumacher: #Belichick should say: \"A football is full of air."
[2] "Air is a gas."
[3] "Brady passes gas.\""
[4] "Nothing distracts like a good fart _"
$`0.038`
[1] "@nickeatman just read your story on the 06 wild card and it's so ironic that all this #DeflateGate crap is going on."
[2] "Tony got screwed!"
[3] "Lol"
$`0.042`
[1] "#Belichick should say: \"A football is full of air."
[2] "Air is a gas."
[3] "Brady passes gas.\""
[4] "Nothing distracts like a good fart joke."
[5] "#DeflateGate"
$`0.042`
[1] "please don't be mad but i'm the one who deflated those damned foot balls wwhile trying to fuck them."
[2] "please don't be mad."
[3] "#DeflateGate"
$`0.056`
[1] "RT @TamPhamComedy: I bet Tom Brady was that asshole that would use the GameShark on EVERYTHING!"
[2] "#DeflateGate #SuperBowl"
$`0.087`
[1] "@alwise8 @nochillsport @russwest__ fuck #DeflateGate tom Brady Is a nigga it's not the first time a QB changed the feel off the ball"
$`0.071`
[1] "@FelgerAndMazz Fucking Kurt Warner fighting me on Spygate."
[2] "#Deflategate #SpyGate #14yearsago http://t.co/ADIuJ1q6v6"
$`0.042`
[1] "Thought #DeflateGate was about boobs."
[2] "Guess not."
[3] "It turns out it was about sweaty guys that ram into other sweaty guys & balls."
[4] "#foolmeonce"
$`0.045`
[1] "@CollinsworthNBC Looks like equip guy is taking blame."
[2] "Like Nazi soldiers, he didn't act without orders."
[3] "Need to find out who."
[4] "#DeflateGate"
$`0.158`
[1] "RT @kropotsky17: Fuck the #NFL and fuck the unconscious-fascist hordes who shit their pants over deflated footballs."
[2] "#DeflateGate"
$`0.062`
[1] "I'm surprised that there wasn't a #BoycottTheSuperbowl or something because of #DeflateGate."
[2] "NFL fans= fucking sheep"
$`0.176`
[1] "Fuck the #NFL and fuck the unconscious-fascist hordes who shit their pants over deflated footballs."
[2] "#DeflateGate"
$`0.042`
[1] "Why should I or anyone else (except maybe those WITHIN the NFL, esp. the teams in that one game) give two shits about \"#deflategate\"?"
$`0.077`
[1] "All you assholes that have allowed the media to play you for the faggots that you are over this #Deflategate BS with the Patriots UR Shit."
$`0.053`
[1] "My Mother told me she blocked our neighbor on facebook because he was talking shit about the Patriots #DeflateGate"
$`0.053`
[1] "Ok @NFL trying to \"pin this on a scapegoat\" not donkey."
[2] "Who's looking like an ass now?"
[3] "#DeflateGate @greta"
$`0.053`
[1] "I wish the media would shove a deflated football into each bodily orifice."
[2] "Then push them out sideways."
[3] "#DeflateGate"
$`0.045`
[1] "Bob Kraft better hope his guys are totally innocent, or he is going to look like a gigantic schmuck."
[2] "#deflategate #nfl #patriots"
$`0.05`
[1] "@SharpFootball ever take a stats course?"
[2] "Ur analysis is basically shit."
[3] "45% of stats are made up.#deflategate #snakeoilsalesman #anythingfor$"
$`0.05`
[1] "Live 9pmET we will be on air..."
[2] "Talking fake snowstorm #Blizzard2015, shitty news, #DeflateGate and much more!"
[3] "http://t.co/M8hg4OziwM"
$`0.045`
[1] "Looks like I missed one hell of a #DeflateGate press conference today."
[2] "These Tom Brady quotes are too good!"
[3] "Got me like _/_/_"
$`0.045`
[1] "RT @Phoebe_Chase: Gisele: \"My husband can not fucking inflate the balls and deflate the balls at the same time.\""
[2] "@realOBF #TomBrady #Deflat_"
$`0.056`
[1] "I can't be the only one who doesn't give a shit about the Patriot's balls."
[2] "#Ballgate #DeflateGate #Patriots"
$`0.111`
[1] "They would have whooped that ass either way."
[2] "#DeflateGate"
$`0.04`
[1] "@BillSimmons TB and BB confirmed league can't prove shit, a big FU to the league, I couldn't be prouder to be a Pats fan #DeflateGate"
$`0.077`
[1] "thoughts on #DeflateGate from someone who is an out of shape nerd: fuck off you piece of shit millionaires and go die in a liars grave."
$`0.037`
[1] "Now, if you want to inflate them, then inflate their ass!"
[2] "But, they are who we thought they were, and we let them off the hook!"
[3] "#DeflateGate"
$`0.04`
[1] "We need a real scandal."
[2] "One so big it deserves its own name instead of just adding \"gate\" to the end."
[3] "#DeflateGate sounds fucking stupid."
$`0.05`
[1] "Gisele: \"My husband can not fucking inflate the balls and deflate the balls at the same time.\""
[2] "@realOBF #TomBrady #DeflateGate"
$`0.045`
[1] "If they said they had nothing to do with it BITCH They didn't cheat!"
[2] "They were set up!"
[3] "#GOPATS #DOYOURJOB #NFL #DeflateGate"
$`0.105`
[1] "This whole #DeflateGate shit is boring and lame."
[2] "People always look for excuses for The Patriots kicking their ass."
$`0.053`
[1] "What did @bdorst stick his dick in as a young man?"
[2] "Its our version of #DeflateGate http://t.co/E2jl6P2MPS"
$`0.083`
[1] "Actually thought my #deflategate joke was kinda rad, but fuck you, Twitter."
$`0.053`
[1] "Tom Brady is a pos, but there's no way in hell the @nfl punishes their poster boy!"
[2] "#Patriots #DeflateGate"
$`0.1`
[1] "Who's more full of shit, Belichek or Brady?"
[2] "#DeflateGate #nfl"
$`0.056`
[1] "@stephenasmith @ESPN_FirstTake Just watched another vid from FT, the #DeflateGate one, Stephen A, you're a funny fucker."
[2] "Hahaha"
$`0.053`
[1] "Tom Brady ain't the only one with deflated balls brother."
[2] "Just watch my sex tape jack!"
[3] "#DeflateGate #WWE #SmackDown"
$`0.043`
[1] "All this talk about balls on @WFAN660 & @espn had me thinking: Tom Brady + hot wife + Super Bowl = sex."
[2] "#DeflateGate http://t.co/mpK15Upjxg"
$`0.045`
[1] "Any game that uses something filled with air is crap."
[2] "This is why the hockey puck is solid #Brady #DeflateGate #NHL #balls"
$`0.059`
[1] "Screw you, CBS, for trying to steal my headline concerning the Flexball during the #DeflateGate press conference."
$`0.05`
[1] "RT @mikethedix: Gaylord Perry doctored balls for 25 years and no one other than Reggie Jackson gave a shit #DeflateGate"
$`0.1`
[1] "Tom Brady is full of shit!!!" "Lying ass wow #Deflategate"
$`0.091`
[1] "I dont know anything about showing deflated tits on Tuesday #DeflateGate"
$`0.048`
[1] "A suitable punishment for Patriots is to have 115 million people watch them get their ass kicked by the Seahawks #DeflateGate"
$`0.083`
[1] "NBC nightly news leading with the #DeflateGate crap what a friggin joke"
$`0.111`
[1] "Haha reading about the #DeflateGate is funny as hell."
$`0.056`
[1] "@Deadspin why are the @Seahawks talking at all."
[2] "#DeflateGate taking all attention off them."
[3] "Why start this crap!"
$`0.048`
[1] "RT @Baskin__Dobens: No longer watching @ESPN or @ESPNNFL I already couldn't stand any of these assholes other than @Buccigross before #Defl_"
$`0.111`
[1] "RT @SammyHill22: Can't wait to kick ass in the Superbowl and shut everybody the fuck up #PatsNation #Deflategate"
$`0.04`
[1] "My friend's name is Deflate Gate."
[2] "I don't like how all of you are trashing him."
[3] "Don't be assholes!"
[4] "Huh?"
[5] "You meant #DeflateGate?"
[6] "Oh."
[7] "Sorry..."
$`0.059`
[1] "\"If you want, I'll help you deflate your balls.\""
[2] "-- Tom Brady's gay friend #NFL #Patriots #football #DeflateGate"
$`0.05`
[1] "NFL closer 2 accepting openly gay players but R leery of admitting knowledge about handling/conditioning QBs balls #DeflateGate #PointsMe"
$`0.095`
[1] "Wait..."
[2] "Let me check..."
[3] "Nope."
[4] "Still don't give a shit about #DeflateGate See you whiny bitches at the Super Bowl."
[5] "#GoPats"
$`0.091`
[1] "RT @HotRedStateGa: #Brady #DeflateGate yup.."
[2] "Brady is gay http://t.co/VBEZ62FtHU"
$`0.067`
[1] "@NFL Do the @Patriots like to cheat?"
[2] "Does a bear crap in the woods?"
[3] "#DeflateGate"
$`0.111`
[1] "#Brady #DeflateGate yup.." "Brady is gay http://t.co/VBEZ62FtHU"
$`0.05`
[1] "Man, nobody knows shit about these droopy balls, huh."
[2] "Not even the guy handling them?"
[3] "Interesting."
[4] "#TomBrady #Patriots #NFL #DeflateGate"
$`0.038`
[1] "I cant wait till something else happens so we don't have to hear about #DeflateGate anymore."
[2] "We all know the NFL won't do shit about it."
$`0.05`
[1] "@usweekly: Tom Brady on #DeflateGate: \"I don't believe I'm a cheater.\""
[2] "http://t.co/CeiRu7u8xQ http://t.co/kvelolLuIt oh shit @uncledrama1"
$`0.045`
[1] "#NFL #DeflateGate If Lombardi were here and saw these past 4 days, he'd say \"What the Hell is going on out here?!?\""
$`0.05`
[1] "Wk4: HA!"
[2] "PATS SUCK!"
[3] "Wk8: they lucky Wk12: Brady still gay tho Playoffs1: ILLEGAL FORMATION?"
[4] "Playoffs2: #DEFLATEGATE!"
[5] "https://t.co/ER5EbdZ2Do"
$`0.048`
[1] "#DeflateGate What if all the haters take the extra air from those first half balls, and blow it out their ass?"
$`0.056`
[1] "Fucking liar \"@ABC: Patriots QB Tom Brady: \"I have no knowledge of any wrongdoing\" in relation to #DeflateGate\""
$`0.077`
[1] "@MattyNitro lol the Pats are just pathetic."
[2] "And go fuck yourself."
[3] "#broncoscountry #DeflateGate"
$`0.167`
[1] "This #DeflateGate shit is getting old."
$`0.2`
[1] "Yeah fuck the pats #DeflateGate"
$`0.048`
[1] "Belichick & Brady should burn in hell if the Patriots organization's blame it on and fires the ball boy!"
[2] "#ArrogantCheats #DeflateGate"
$`0.125`
[1] "I don't even give a fuck about #DeflateGate"
$`0.042`
[1] "I dont give a shit about #DeflateGate, Im more curious how the league will completely turn this into a #trainwreck one way or another."
$`0.056`
[1] "Mark Brunell is a turd."
[2] "Being brought to tears after listening to Tom Brady's remarks?"
[3] "Get real."
[4] "#DeflateGate?"
$`0.048`
[1] "Anything to do with the NFL = high school girls."
[2] "Just loves to bitch and complain about everything and everyone."
[3] "#DeflateGate #growupclowns"
$`0.062`
[1] "No fucks given _/ @bigrightfoot: Well played, Krispy Kreme."
[2] "RT @krispykreme: Fully filled #DeflateGate http://t.co/5N0oagqxdh"
$`0.062`
[1] "You Americans are crazy - you're simultaneously upset about deflated balls and inflated boobs!"
[2] "#DeflateGate #CarlsJr #SuperBowlXLIX"
$`0.045`
[1] "This #deflategate crap is going over board."
[2] "The refs changed the balls at halftime and Pats scored even more points."
[3] "Its pointless !"
$`0.045`
[1] "I kind of feel indifferent about this #DeflateGate shit."
[2] "Indy would have lost anyway."
[3] "But whose to say this hasn't happened before."
$`0.043`
[1] "The refs touch the ball before and after EVERY play."
[2] "Why wouldn't they have said anything?"
[3] "The #DeflateGate investigation is a fucking joke."
$`0.1`
[1] "#PatsNation I love my team regardless."
[2] "Who really gives a fuck about a football psi."
[3] "Annoying ass headlines #espn #DeflateGate"
$`0.056`
[1] "@TMZ: #Patriots head coach Bill Belichick talks #DeflateGate!"
[2] "http://t.co/hTdTtnHSiH #TMZHWDSports http://t.co/E5fu7jJxr1 Suspend his ass"
$`0.077`
[1] "The #NFL finally has its own Pine Tar Incident with this #deflategate crap."
$`0.062`
[1] "\"@MicS91: Yoo this #DeflateGate shits getting annoying, @SportsCenter knows how to drag everything out.\""
[2] "_ gettem bro!"
$`0.037`
[1] "This #DeflateGate nonsense is dumb."
[2] "Tom Brady would of shit on the Colts with any type of ball,on any day, in any weather."
[3] "End of story"
$`0.05`
[1] "Maybe because he has a fuckin Superbowl to worry about?"
[2] "\"@ProFootballTalk: How did Belichick not know about #DeflateGate until Monday?\""
$`0.048`
[1] "RT @DaddyFiles: If there's evidence against Brady, Belichick & the #patriots, then bring it."
[2] "Otherwise, shut the hell up already."
[3] "#DeflateG_"
$`0.071`
[1] "Not since Pussy Riot has the news been this entertaining."
[2] "#DeflateGate #BallGate #Balls @brightrobert7"
$`0.077`
[1] "Tom Brady must have a really boring sex life."
[2] "_/ #DeflateGate http://t.co/Oar3hmXbiJ"
$`0.042`
[1] "Are going with #DeflateGate or #ballghazi?"
[2] "If we're going to keep \"analyzing\" this turd of a story, let's all get on the same page."
$`0.077`
[1] "Yoo this #DeflateGate shits getting annoying, @SportsCenter knows how to drag everything out."
$`0.111`
[1] "When ya homie says it's bomb ass shit but the weed ain't loud enough #DeflateGate http://t.co/dakVoTnwK3"
$`0.083`
[1] "Brunnell..."
[2] "are you fucking CRYING?!?!?"
[3] "@ESPN @Patriots #Patriotnation #DeflateGate http://t.co/RgO5WYNi85"
$`0.083`
[1] "@CurlsAndSports." "Lifeless b1tch."
[3] "Best u got .." "sh1tty photoshop too..."
[5] "#Pats4life #DeflateGate #Patriots"
$`0.048`
[1] "Journalism today is 99% page views."
[2] "All sensationalism."
[3] "#DeflateGate is just another prime example."
[4] "And fuck these ESPN talking heads too."
$`0.045`
[1] "RT @DaveWTheThinker: #DeflateGate Adrian Peterson hits his child & crickets chirp, but change the pressure in footballs & hell hast no fury_"
$`0.071`
[1] "And seriously who gives a hell about #DeflateGate that didn't make the colts lose..."
$`0.111`
[1] "#Bendgate."
[2] "#Deflategate."
[3] "Fuck whoever keeps naming these things."
[4] "#watergatetheoneandonly"
$`0.045`
[1] "Where the hell are you @nflcommish ??"
[2] "THERE IS A CLEAR RULE VIOLATION AND YOU HAVENT CONTACTED BRADY OR BELICHICK??"
[3] "DO SOMETHING #DeflateGate"
$`0.143`
[1] "@MadDogUnleashed you are so fucking right!"
[2] "#DeflateGate"
$`0.048`
[1] "After all the beers I drank last night, I've had my own little #DeflateGate happening from my ASS today."
[2] "#farts #teenmom"
$`0.053`
[1] "RT @BreitTwit1: Screw the @nfl, #DeflateGate shows America in the Age of Obama at its pathetic worst."
[2] "#tcot #tgdn"
$`0.042`
[1] "RT @BreitTwit1: .@BarackObama is starting to look like one of those leathery deflated balls."
[2] "How does being a lazy ass President wear you o_"
$`0.048`
[1] "@sbnationnfl @fieldgulls #DeflateGate, player suicides & DV, CTE & PEDs?"
[2] "NOPE."
[3] "LET'S CUM DOWN HARD ON WHAT REALLY MATTERS @nflcommish (bish)"
$`0.053`
[1] "Pats fans sound like birthers all kinds of irrational."
[2] "Way to reinforce your stereotype as generally shitty people #DeflateGate"
$`0.045`
[1] "Regarding #deflategate, NBC News just asked advice on ball pressure from a guy named Professor Gay."
[2] "They're just making this so easy."
$`0.062`
[1] "#DeflateGate is no longer a thing so all you haters can shut the fuck up now"
$`0.05`
[1] "A week before the #SuperBowl and all the media coverage has literally been about a dick and balls."
[2] "@MoneyLynch #DeflateGate"
$`0.04`
[1] "#DeflateGate #Belicheat is so full of shit Boston meteorologist said -15 to do it."
[2] "It was 50 at game time."
[3] "He knows nothing, then physicist"
$`0.067`
[1] "I really feel like Coach Belichick is ready to kick someone's ass."
[2] "Me too."
[3] "#DeflateGate"
$`0.062`
[1] "@M_Brunell8 go fuck yourself you poor sport."
[2] "Heard you gave Peter King a rim job #DeflateGate"
$`0.091`
[1] "@smerconish Hey EXPERT.."
[2] "how many downs have U taken on the field?"
[3] "Fucking goof."
[4] "Stick to politics ass clown!"
[5] "#ExpertLoser #DeflateGate #CNN"
$`0.043`
[1] "So can we finally move on from this #DeflateGate shit?"
[2] "We do have a #SuperBowlXLIX to win!!"
[3] "Will the haters keep hating?"
[4] "#PatsNation"
$`0.071`
[1] "Bill Belichick press conference today..#DeflateGate I did not have sex with that women.."
$`0.059`
[1] "@BBCSport don't give a shit about NFL all year but now can't stop mentioning #DeflateGate SHUT UP!!"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/ubi0kR7QTI NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.053`
[1] "RT @HaroldItz: Shorter Belichick: We checked the balls."
[2] "Wasnt my fault."
[3] "Now shove the balls up your ass."
[4] "#DeflateGate"
$`0.048`
[1] "Next Sunday.."
[2] "Tom Brady, Bill Belichick & New England Patriots will shut-up these #deflateGate ass clowns by destroying Seattle Seahawks!"
$`0.062`
[1] "Science, bitch."
[2] "\"@JoshMelko: A video I made for my Pchem students on #DeflateGate https://t.co/eZ4DF1ganq\""
$`0.059`
[1] "How hard is it to track what happened to a fucking football in a NFL game?"
[2] "#deflategate"
$`0.143`
[1] "Yo, this #deflategate shit is pure comedy."
$`0.077`
[1] "Gotta keep fighting."
[2] "Life fucking sucks but gonna keep digging."
[3] "I blame #DeflateGate"
$`0.042`
[1] "@TheView617: #Rt if you're sick and tired of this #DeflateGate and wanna move on to #SuperBowl talk only the RTs aren't gonna do shit"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/aaSPXPykku NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.059`
[1] "RT @sketchy1poker: has president obama weighed in on #DeflateGate yet?"
[2] "btw, SHUT THE FUCK UP ABOUT #DEFLATEGATE"
$`0.048`
[1] "@bcondotta NEW RULE!!"
[2] "NEW RULE!!!"
[3] "Just in time for the Super Bowl!!"
[4] "#GoHawks!!"
[5] "#IgnoreTheNoise Hold ma dick WAY more important #DeflateGate"
$`0.077`
[1] "What if I told you, that no one gives a shit about #DeflateGate"
$`0.062`
[1] "Bellichick: \"Losers always complain about the balls..."
[2] "winners go home and fuck the prom queen.\""
[3] "#DeflateGate"
$`0.091`
[1] "RT @rjensen183: Dont fuck with bill he knows his balls #DeflateGate"
$`0.1`
[1] "Bill Belichick addressing #DeflateGate, \"Go fuck yourselves.\""
[2] "_ mu _/_ mu #BillBelichickTheScienceGuy"
$`0.045`
[1] "RT @R_Malloy: All the talking heads and media look like idiots."
[2] "#Deflategate my ass!"
[3] "What a joke - this was never a story!"
$`0.043`
[1] "@cnn @TeamCNN in regards to #deflategate : nobody fucking cares!"
[2] "Is it really worth this much air time?"
[3] "Pathetic."
[4] "Time to turn #cnn off."
$`0.05`
[1] "All the talking heads and media look like idiots."
[2] "#Deflategate my ass!"
[3] "What a joke - this was never a story!"
$`0.1`
[1] "Do you honestly think Bill Belichick gives a fuck #DeflateGate"
$`0.04`
[1] "Wanna know what I think on #DeflateGate?"
[2] "..."
[3] "Not my job, not my prob, I'm going down to the film room to polish my knob."
[4] "#DirtyScubaSteve"
$`0.043`
[1] "RT @frostledoux: Bring yo Ass to Bricktown Okc Moonshiners__ tonight!"
[2] "Me & @joelwilsonmusic will be checkin air in your balls for free #Defl_"
$`0.071`
[1] "After watching Belichick's presser, @M_Brunell8 must feel like an idiot."
[2] "Science, bitch."
[3] "#DeflateGate #PatriotsNation"
$`0.05`
[1] "The #DeflateGate is done."
[2] "Let's move on, New England, and focus on what matters most!"
[3] "Kicking the Seahawks ass!"
[4] "#SuperBowlXLIX"
$`0.062`
[1] "If I have to watch one more fucking thing about #DeflateGate I'm going to explode."
[2] "#StopEspn"
$`0.125`
[1] "Bill Belichick is a fuck #Deflategate #Patriots #cheaters"
$`0.042`
[1] "I think the only thing Belichick made clear was that he is an ass and he thinks 80,000 other people negate his wrongdoing."
[2] "#DeflateGate"
$`0.038`
[1] "Shitz gotta rotate so what a lil."
[2] "#DeflateGate dont let it take time from your best work ever!!"
[3] "Our faults define how we became great #mlife"
$`0.077`
[1] "Fox News is covering the #DeflateGate."
[2] "The fuck has this world come to"
$`0.048`
[1] "RT @rossssc: ~ #ImNotAScientist and I'v been caught cheating again, but if Im a big enough dick, you'll believe me!"
[2] "#BillBelichick Patriots_"
$`0.04`
[1] "I actually hope the Patriots win the SB just because of how the media blew this #DeflateGate out of proportion, Belichick say fuck you fam"
$`0.059`
[1] "RT @bigrod38: Credible bomb threats at #atlairport and @CNN is still talking about this #DeflateGate shit."
[2] "Smh"
$`0.043`
[1] ".@BarackObama is starting to look like one of those leathery deflated balls."
[2] "How does being a lazy ass President wear you out?"
[3] "#DeflateGate"
$`0.059`
[1] "so far the most surprising thing about #DeflateGate is that anyone gives a flying fuck about it"
$`0.062`
[1] "RT @jaberard: #CoachBillBelichick Saturday 1/24 Press Conference re: #DeflateGate FUCK YOU @ESPN http://t.co/iQTXCblDSL"
$`0.05`
[1] "~ #ImNotAScientist and I'v been caught cheating again, but if Im a big enough dick, you'll believe me!"
[2] "#BillBelichick Patriots #DeflateGate"
$`0.04`
[1] "@piersmorgan what do you have to say now to Bill Belichik's response to the #deflategate?"
[2] "Sometimes it's good to shut up when u know shit"
$`0.067`
[1] "RT @WeberKing: Just give Belichick the fucking Nobel Prize for Physics right now."
[2] "#science #DeflateGate"
$`0.067`
[1] "BILL NYE THE SCIENCE GUY!!!!"
[2] "Oh baby, the nfl can suck the #pats dick #DeflateGate"
$`0.071`
[1] "Holy fuck, the CNN \"experts\" for #DeflateGate are Ben Shapiro and Marc Lamont Hill."
$`0.037`
[1] "Why the HELL is everyone talking about #DeflateGate when this chiseler >>>> @TheRevAl <<<< owes the American people 5 MILLION DOLLARS?!?!?!"
$`0.048`
[1] "I'm almost certain that #DeflateGate was created just so correspondents could get paid to make penis jokes."
[2] "I don't blame them"
$`0.043`
[1] "The angle of the dangle is equal to the mass of the ass when the heat of the meat is constant #belichick #DeflateGate"
$`0.067`
[1] "@paulsboutiquery: @M_Brunell8 CHAMPION LLC..."
[2] "you should be crying about that you attention whore."
[3] "#DeflateGate #PatriotsNation"
$`0.042`
[1] "@ByeByeDWI Yes!"
[2] "some where along the way crying & snitching became ok."
[3] "lets get back to ass kicking!"
[4] "Coach B lead the way!"
[5] "#DeflateGate"
$`0.091`
[1] "It's all complicated and shit!"
[2] "#DeflateGate #science #Deflatriots http://t.co/xxT0fnLM8i"
$`0.062`
[1] "RT @reedcampbell90: @Musicalsbrah bro ass #SIP for you #MTBROZ from #NiceWorkOnTour #Theatre #DeflateGate #KlayPutUp52LastNight #GoDubs ht_"
$`0.083`
[1] "Bill: I did not have sex with that football."
[2] "#DeflateGate #Truth #Belichick"
$`0.059`
[1] "Screw the @nfl, #DeflateGate shows America in the Age of Obama at its pathetic worst."
[2] "#tcot #tgdn"
$`0.062`
[1] "Is the NFL that perfect that their official's didn't screw up?"
[2] "food for thought!"
[3] "#DeflateGate #justiceforpats"
$`0.045`
[1] "RT @AdolfoGonzalez: So NOW people believe the theory behind the #DeflateGate bc Belichick cited science."
[2] "Fuck those who dismissed it in the_"
$`0.045`
[1] "My response to belichick presser."
[2] "I call Bull Shit!"
[3] "If balls lose 1.5 psi then why didn't Colts balls lose psi???"
[4] "#DeflateGate"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/05AWQecIx3 NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.045`
[1] "There is more of a investigation for sticking needles in balls than sticking needles full of steroids in your ass."
[2] "#DeflateGate #Belichick"
$`0.25`
[1] "Bill Belichick is the fucking man."
[2] "Fuck the haters and fuck #DeflateGate"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/xV3iHcIQk1 NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.091`
[1] "#DeflateGate has resulted in nothing but funny ass vines and memes"
$`0.045`
[1] "#DeflateGate Belichick, \"I'm Not A Scientist\"."
[2] "I Don't Know the Difference Between A Tire Pump and A Penis Pump."
[3] "Ask Brady!"
[4] "#Patriots"
$`0.059`
[1] "Good for #BillBelichek shut the hell up now ESPN and #media and everyone that cares about #DeflateGate"
$`0.083`
[1] "To everyone who rooted for the #DeflateGate to begin with: Why the fuck would you ever give a shit about sports you bloody tossers?"
$`0.077`
[1] "@nfl is the ball half full or half empty, you fucking losers?"
[2] "#DeflateGate"
$`0.105`
[1] "I think #SpyGate was crap and I damn sure think #DeflateGate is crap."
[2] "There, I said it."
[3] "#NFL #SuperBowl"
$`0.25`
[1] "Obligatory testicle joke." "#deflategate"
$`0.05`
[1] "#DeflateGate #CVNTO RT @WWIIFelger: This mush mouth zero @JoeyMurr on 98.5 still doesn't understand the science."
[2] "What a remedial cunt."
$`0.111`
[1] "RT @oWestyo: #DeflateGate go fuck yourself!"
[2] "http://t.co/t6KhMW3viZ"
$`0.143`
[1] "Bill Belichick is full of shit." "#deflategate"
$`0.059`
[1] "Before all this #DeflateGate shit, how many of you knew the psi of a properly inflated football?"
$`0.091`
[1] "RT @Mizzou_Bitch: He's just lying his ass off, like usual."
[2] "#DeflateGate"
$`0.077`
[1] "I think I need to recalibrate my tits after that car ride #DeflateGate"
$`0.059`
[1] "@scottzolak @IAmJamesStewart @985TheSportsHub idno ask Tom, this some bomb ass tea tho Hahahaha #DeflateGate http://t.co/9jWfBiK2TP"
$`0.04`
[1] "Take draft picks?"
[2] "Draft is a crap shoot anyway."
[3] "Belichick would gladly give up picks if it kept him and Brady in the SB. #deflategate"
$`0.333`
[1] "SCIENCE BITCH #DeflateGate"
$`0.067`
[1] "NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO: http://t.co/kym5G5OUGl via @YouTube"
$`0.04`
[1] "@mikefreemanNFL is a joke of a reporter."
[2] "He blasts a team without all the data and is now trying to cover his own ass."
[3] "#DeflateGate"
$`0.15`
[1] "RT @Alex_Chatman: Bill splitting out knowledge."
[2] "Bitch ass haters can suck it."
[3] "Wasting a whole damn fucking week on #DeflateGate"
Warning message:
Each time `profanity_by` is run it has to do sentence boundary disambiguation when a
raw `character` vector is passed to `text.var`. This may be costly of time and
memory. It is highly recommended that the user first runs the raw `character`
vector through the `get_sentences` function.
sentimentr documentation built on Oct. 12, 2021, 9:06 a.m.
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Description Usage Arguments Value Chaining See Also Examples
Description
Approximate the profanity of text by grouping variable(s). For a
full description of the profanity detection algorithm see
profanity. See profanity
for more details about the algorithm, the profanity/valence shifter keys
that can be passed into the function, and other arguments that can be passed.
Usage
1 | profanity_by(text.var, by = NULL, group.names, ...)
|
Arguments
text.var |
The text variable. Also takes a |
by |
The grouping variable(s). Default |
group.names |
A vector of names that corresponds to group. Generally for internal use. |
... |
Other arguments passed to |
Value
Returns a data.table with grouping variables plus:
element_id - The id number of the original vector passed to
profanitysentence_id - The id number of the sentences within each
element_idword_count - Word count
summed by grouping variableprofanity_count - The number of profanities used by grouping variable
sd - Standard deviation (
sd) of the sentence level profanity rate by grouping variableave_profanity - Profanity rate
Chaining
See the sentiment_by for details about sentimentr chaining.
See Also
Other profanity functions:
profanity()
Examples
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 | ## Not run:
bw <- sample(lexicon::profanity_alvarez, 4)
mytext <- c(
sprintf('do you like this %s? It is %s. But I hate really bad dogs', bw[1], bw[2]),
'I am the best friend.',
NA,
sprintf('I %s hate this %s', bw[3], bw[4]),
"Do you really like it? I'm not happy"
)
## works on a character vector but not the preferred method avoiding the
## repeated cost of doing sentence boundary disambiguation every time
## `profanity` is run
profanity(mytext)
profanity_by(mytext)
## preferred method avoiding paying the cost
mytext <- get_sentences(mytext)
profanity_by(mytext)
get_sentences(profanity_by(mytext))
(myprofanity <- profanity_by(mytext))
stats::setNames(get_sentences(profanity_by(mytext)),
round(myprofanity[["ave_profanity"]], 3))
brady <- get_sentences(crowdflower_deflategate)
library(data.table)
bp <- profanity_by(brady)
crowdflower_deflategate[bp[ave_profanity > 0,]$element_id, ]
vulgars <- bp[["ave_profanity"]] > 0
stats::setNames(get_sentences(bp)[vulgars],
round(bp[["ave_profanity"]][vulgars], 3))
bt <- data.table(crowdflower_deflategate)[,
source := ifelse(grepl('^RT', text), 'retweet', 'OP')][,
belichick := grepl('\\bb[A-Za-z]+l[A-Za-z]*ch', text, ignore.case = TRUE)][]
prof_bel <- with(bt, profanity_by(text, by = list(source, belichick)))
plot(prof_bel)
## End(Not run)
|
Example output
element_id sentence_id word_count profanity_count profanity
1: 1 1 5 1 0.2000000
2: 1 2 3 1 0.3333333
3: 1 3 6 0 0.0000000
4: 2 1 5 0 0.0000000
5: 3 1 NA 0 0.0000000
6: 4 1 5 2 0.4000000
7: 5 1 5 0 0.0000000
8: 5 2 3 0 0.0000000
element_id word_count profanity_count sd ave_profanity
1: 1 14 2 0.1677741 0.1428571
2: 2 5 0 NA 0.0000000
3: 3 0 0 NA 0.0000000
4: 4 5 2 NA 0.4000000
5: 5 8 0 0.0000000 0.0000000
element_id word_count profanity_count sd ave_profanity
1: 1 14 2 0.1677741 0.1428571
2: 2 5 0 NA 0.0000000
3: 3 0 0 NA 0.0000000
4: 4 5 2 NA 0.4000000
5: 5 8 0 0.0000000 0.0000000
[[1]]
[1] "do you like this kuk?" "It is hoore."
[3] "But I hate really bad dogs"
[[2]]
[1] "I am the best friend."
[[3]]
[1] NA
[[4]]
[1] "I bassterds hate this pizda"
[[5]]
[1] "Do you really like it?" "I'm not happy"
attr(,"class")
[1] "get_sentences" "get_sentences_character"
[3] "list"
element_id word_count profanity_count sd ave_profanity
1: 1 14 2 0.1677741 0.1428571
2: 2 5 0 NA 0.0000000
3: 3 0 0 NA 0.0000000
4: 4 5 2 NA 0.4000000
5: 5 8 0 0.0000000 0.0000000
$`0.143`
[1] "do you like this kuk?" "It is hoore."
[3] "But I hate really bad dogs"
$`0`
[1] "I am the best friend."
$`0`
[1] NA
$`0.4`
[1] "I bassterds hate this pizda"
$`0`
[1] "Do you really like it?" "I'm not happy"
attr(,"class")
[1] "get_sentences" "get_sentences_character"
[3] "list"
sentiment
1: 0.5
2: 0.0
3: -1.0
4: 0.5
5: 0.0
---
257: -1.0
258: 0.0
259: 0.0
260: -1.0
261: -0.5
text
1: RT @DeSmogBlog: Bill Nye @TheScienceGuy: Screw #Deflategate. You Should "Give a Fuck" About #ClimateChange Instead. http://t.co/cKCXLgn9Xf _
2: Videos We're Into: Bill Nye Talks #Deflategate And Giving A Fuck About Climate Change: Hold onto your butts, k... http://t.co/Vtan7HVeoc
3: @IwantaELITE @Ryosaur @NewEnglandPats4 @BrockMut "ur dumb as shit" "chest to win" "#deflategate" but we're the ones who can't shit talk
4: Bill Nye @TheScienceGuy: Screw #Deflategate. You Should "Give a Fuck" About #ClimateChange Instead. http://t.co/cKCXLgn9Xf via @MotherJones
5: @EddieSteak her boobs seemed a little light. #DeflateGate
---
257: Take draft picks? Draft is a crap shoot anyway. Belichick would gladly give up picks if it kept him and Brady in the SB. #deflategate
258: SCIENCE BITCH #DeflateGate
259: NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO: http://t.co/kym5G5OUGl via @YouTube
260: @mikefreemanNFL is a joke of a reporter. He blasts a team without all the data and is now trying to cover his own ass. #DeflateGate
261: RT @Alex_Chatman: Bill splitting out knowledge. Bitch ass haters can suck it. Wasting a whole damn fucking week on #DeflateGate
$`0.056`
[1] "RT @DeSmogBlog: Bill Nye @TheScienceGuy: Screw #Deflategate."
[2] "You Should \"Give a Fuck\" About #ClimateChange Instead."
[3] "http://t.co/cKCXLgn9Xf _"
$`0.045`
[1] "Videos We're Into: Bill Nye Talks #Deflategate And Giving A Fuck About Climate Change: Hold onto your butts, k..."
[2] "http://t.co/Vtan7HVeoc"
$`0.05`
[1] "@IwantaELITE @Ryosaur @NewEnglandPats4 @BrockMut \"ur dumb as shit\" \"chest to win\" \"#deflategate\" but we're the ones who can't shit talk"
$`0.056`
[1] "Bill Nye @TheScienceGuy: Screw #Deflategate."
[2] "You Should \"Give a Fuck\" About #ClimateChange Instead."
[3] "http://t.co/cKCXLgn9Xf via @MotherJones"
$`0.125`
[1] "@EddieSteak her boobs seemed a little light."
[2] "#DeflateGate"
$`0.053`
[1] "So rad: Bill Nye: Screw #Deflategate."
[2] "You should \"give a f$%@\" about #climatechange instead."
[3] "http://t.co/x0JAax5Bt4 #climate #uspoli"
$`0.083`
[1] "#JupiterAscending vs. #DeflateGate there is a funny testicle joke in there somewhere"
$`0.042`
[1] "@Donbi @NFLonFOX dum Ass u have Charlie brown on ur avi Lmfao secondly it's #deflategate not inflate."
[2] ".."
[3] "third he never snapped he was honest"
$`0.059`
[1] "HAHA!"
[2] "Bill Nye: Screw #Deflategate."
[3] "You should \"give a fuck\" about #climatechange instead."
[4] "http://t.co/236B6ZjOln #SuperBowlXLIX"
$`0.043`
[1] "RT @zbinski: I think the Equipment Manager from the NE Patriots has been deflating my GF boobs for the last 4 years:-( #DeflateGate"
$`0.053`
[1] "Millions are passionate about the atmosphere of a fuckin football while Earth's atmosphere is in a degenerative condition."
[2] "#DeflateGate"
$`0.056`
[1] "Bill Nye: Screw #Deflategate."
[2] "You should \"give a fuck\" about climate change instead."
[3] "http://t.co/mHQ8GGbyzW via @MotherJones"
$`0.053`
[1] "Man, the #Patriots are having one hell of a week."
[2] "#DeflateGate / Super Bowl and now the Hernandez case starts."
$`0.043`
[1] "RT @SugarShiv: Let's see how bad the @nfl & @nflcommish fuck up #DeflateGate."
[2] "Thinking Rog will go easy on his boy Rob."
[3] "SMH"
$`0.04`
[1] "I hope the @Seahawks win cause I don't wanna listen to their fans bitch about how they got cheated because of #DeflateGate."
[2] "Which they will."
$`0.056`
[1] "#Deflategate is trending, but #SuperBowl leads to bigger problem: increased sex trafficking."
[2] "A survivor's story: http://t.co/rrpRtxq7UY"
$`0.048`
[1] "Let's see how bad the @nfl & @nflcommish fuck up #DeflateGate."
[2] "Thinking Rog will go easy on his boy Rob."
[3] "SMH"
$`0.048`
[1] "RT @ChrisJZullo: Screw #DeflateGate how about #TaxGate."
[2] "The NFL does not pay taxes."
[3] "Retweet this #uniteblue #cnn #msnbc #p2 #libcrib http:/_"
$`0.083`
[1] "@ProFootballTalk #DeflateGate bullshit, this guy has been a troll the entire time."
[2] "He has his head too far up Irsay's ass to know shit."
$`0.077`
[1] "wow."
[2] "this has some damning implications about #deflategate holy crap http://t.co/QmJjYyYyWf"
$`0.053`
[1] "The first time I heard the words #DeflateGate I immediately thought it was a flemsy, temporary, shitty fencing company"
$`0.053`
[1] "@DRUDGE_REPORT not cool."
[2] "Just because theyre cheaters dont mean you need to be assholes!"
[3] "#alllivesmatter yes even cheaters!"
[4] "#DeflateGate"
$`0.048`
[1] "RT @sadallaire913: @WADDTalkRadio 2 false alarms at the #Patriots hotel?"
[2] "This #DeflateGate crap?"
[3] "No, the NFL isn't conspiring against New E_"
$`0.045`
[1] "Funny in retrospect: \"My husband cannot fucking throw the ball and catch the ball at the same time!\""
[2] "@giseleofficial in 2012 #deflategate"
$`0.056`
[1] "\"@ShooterMcGavin_: #DeflateGate in a nutshell http://t.co/guztxBgrcN\" how abouta warm glass of shut the hell up."
[2] "#iwillputyoutosleep"
$`0.04`
[1] "RT @aurosan: i don't give a fuck about #DeflateGate i care way more about the nfl giving free passes to rapists, domestic abusers, and mu_"
$`0.042`
[1] "move over #deflategate , #alarmgate is here."
[2] "Some schmuck pulling fire alarm in pats hotel, 2 nights in a row."
[3] "it must be #Seattle #nfl"
$`0.062`
[1] "Like who gives a shit about #DeflateGate and who fucken cares what hat Marshawn Lynch wore"
$`0.111`
[1] "RT @nothin_but_leys: #BellLetsTalk about #DeflateGate and sex with dwarfs."
$`0.042`
[1] ".@nfl asks @Columbia to sort out #DeflateGate."
[2] "I'd be pretty upset by all this if I gave a crap about football: http://t.co/GpAEyGPRVl"
$`0.043`
[1] "Oh thank god, HUGE NEWS, #Brady has a cold, something to take over this dumb ass #DeflateGate and @espn to BEAT - #SuperBowl #Patriots"
$`0.042`
[1] "WTF!"
[2] "R U serious?"
[3] "The @nfl is asking scientists 2 look at the footballs now?"
[4] "LOL!"
[5] "They're so desperate 2 screw the @Patriots!"
[6] "#DeflateGate"
$`0.045`
[1] "@nflcommish leave marshawn alone."
[2] "You are gonna seriously fine him over a hat!?"
[3] "Go bother the patriots with the dumb shit."
[4] "#DeflateGate"
$`0.045`
[1] "@Ooh_McC I meant with her as in supporting the Seahawks!"
[2] "Why are you in that shit hole?"
[3] "Patriots are cheats."
[4] "#DeflateGate #SpyGate"
$`0.071`
[1] "I'm sorry, but this made me crack the hell up _/_/_ #DeflateGate http://t.co/yWHKCkZ1xd"
$`0.048`
[1] "@sportspickle @nfl Thanks to Lynch, Dick Sherman, Brady, Bill Belichick and #DeflateGate I could not care any less about the @SuperBowl."
$`0.1`
[1] "Mike Kensil, what a fat, wet vagina you are."
[2] "You should be banned from the NFL you cockles bastard."
[3] "#DeflateGate"
$`0.059`
[1] "#Physics prof Tim Gay says cold weather likely caused underinflated footballs http://t.co/R9bQouK4za #UNL #DeflateGate @nfl"
$`0.05`
[1] "Hot, sexy and more exciting than #DeflateGate!"
[2] "It's my name change campaign."
[3] "--> http://t.co/P0nravQjxK (Please retweet, thank you.)"
$`0.043`
[1] "RT @BertyBertz23: The @nfl is tryna fine Marshawn Lynch for wearing a fucking hat but botches #deflategate and Ray Rice situation."
[2] "Buncha f_"
$`0.043`
[1] "I wish they would hype up the actual superbowl game instead of what @MoneyLynch is going to wear or do."
[2] "And fuck #DeflateGate"
$`0.067`
[1] "RT @PolitiBunny: Karma is only a bitch if you are first..."
[2] "http://t.co/glUsLGrCZR #DeflateGate"
$`0.056`
[1] "Someone should take Pinocchio's long nose and shove it up Bill Bellichick's lying ass #DeflateGate #Patriots #football #SuperBowlXLIX"
$`0.077`
[1] "Karma is only a bitch if you are first..."
[2] "http://t.co/glUsLGrCZR #DeflateGate"
$`0.038`
[1] "RT @ingram40: This shit is getting out of control they quick to hand out fines to lynch for breaking rules but drag this #DeflateGate out w_"
$`0.04`
[1] "Hate the Patriots?"
[2] "A UFC Fan?"
[3] "If your answer is yes & yes, then this shit is hilarious."
[4] "Get em' Nick!!!"
[5] "http://t.co/FjTLj93Hz5 #DeflateGate"
$`0.05`
[1] "\"The night of the fight, you may feel a slight sting."
[2] "That's pride fucking with you.\""
[3] "http://t.co/CJuzHTRCY9 #DeflateGate"
$`0.125`
[1] "Fuck the cheating patriots #DeflateGate Colts Nation baby"
$`0.13`
[1] "#NFL is a fuckin joke trying to take the heat off @Patriots #DeflateGate by harassing Marshawn Lynch get off his dick fuckin goofs"
$`0.111`
[1] "Bill likes the Hawks."
[2] "fuck #deflategate http://t.co/F0S7QNlhMN"
$`0.043`
[1] "The damn @nfl needs to focus on shit that matters like finding out what happened to the balls.."
[2] "Not fining @MoneyLynch #DeflateGate #NFL"
$`0.045`
[1] "@ConHugh @nflcommish @MoneyLynch He got fined 100k for his hold my dick celebration when pats will only got fined 25k for #deflategate"
$`0.2`
[1] "Fuck u cheating ass patriots _/_ #nfl #DeflateGate http://t.co/52Z7iYOpFI"
$`0.053`
[1] "Is Shockwave designed to crash my browswer all the fucking time?"
[2] "If so, good job, developers."
[3] "#impressed #blessed #deflategate"
$`0.056`
[1] "RT @unlcas: Gay believes air temp is key to NFL's 'Deflate-gate' http://t.co/bWBcKyMVhF #UNL #physics #deflategate"
$`0.1`
[1] "\"@BigCatTrillOG: @BiasedGirl Stand with this dick bitch.\""
[2] "#DeflateGate strikes again."
$`0.1`
[1] "The nazis are behind the deflated balls #loomynartyconfirmed #deflategate @BeardXc"
$`0.043`
[1] "#TomBrady #NEPatriots #SuperBowl #DeflateGate Word on the street - Tom Brady deflates his wife's boobs by 2-3 psi on cold days as well"
$`0.067`
[1] "So for everyone still on the #DeflateGate tear go ahead and shut the fuck up."
$`0.056`
[1] "Oh good more #DeflateGate and shit noone cares about."
[2] "#ESPN, only good for sports broadcasting, not journalism."
[3] "#Gossipmongering"
$`0.111`
[1] "@dakuchifu hell no!"
[2] "We cooperating with the investigation #DeflateGate"
$`0.1`
[1] "Holy shit even @FoxNews is reporting about #DeflateGate right now!!"
$`0.053`
[1] "Between #Deflategate, Marshawn Lynch, and Brandon Browner I have no desire to watch this game anymore."
[2] "Fuck the #SuperBowl."
$`0.062`
[1] "Another physics professor (Columbia U) says Belichick is full of crap #DeflateGate hahahahahhaahha http://t.co/BHbzwBf1tj"
$`0.038`
[1] "alot of people are starting to realised how rigged the nfl is so now they are literally mkin shit up to mke a sportsnews story #DeflateGate"
$`0.053`
[1] "Apparently, some people in this house don't appreciate their post-breastfeeding boobs being compared to current sports new."
[2] "#DeflateGate"
$`0.059`
[1] "@DuranSports don't know what I'm more sick of, this stupid ass #DeflateGate or this #PacquiaoMayweather non-fight"
$`0.048`
[1] "RT @artheskywalqer: The #NFL is incompetent and corrupt as fuck but #TomBrady can't be lying because he's so dreamy."
[2] "#FOH #BreadandCircuses_"
$`0.043`
[1] "Everyone knows the #Patriots cheated but who the fuck cares..It's not like they video taped the other teams practice.."
[2] "oh wait."
[3] "#DeflateGate"
$`0.04`
[1] "@gwatts77: I like my blow up doll a little deflated so I can have a better grip on that ass."
[2] "you and the @Patriots #DeflateGate"
$`0.091`
[1] "_/_/_/_/_/_/_/ fucking gold right here #deflategate #patriots http://t.co/0fPVbEBTeB via @youtube"
$`0.083`
[1] "@Lindsayy714 also any variation of #DeflateGate annoys the hell out of me"
$`0.056`
[1] "RT@RealErlich: I've realized something about #DeflateGate and that's the fact that nobody gives a shit about it."
$`0.062`
[1] "I've realized something about #DeflateGate and that's the fact that nobody gives a shit about it."
$`0.071`
[1] "RT @MD_Willington: @CDNGunner00 that's why they keep folks focused on crap topics like #DeflateGate..."
$`0.083`
[1] "@CDNGunner00 that's why they keep folks focused on crap topics like #DeflateGate..."
$`0.042`
[1] "RT @emschumacher: #Belichick should say: \"A football is full of air."
[2] "Air is a gas."
[3] "Brady passes gas.\""
[4] "Nothing distracts like a good fart _"
$`0.038`
[1] "@nickeatman just read your story on the 06 wild card and it's so ironic that all this #DeflateGate crap is going on."
[2] "Tony got screwed!"
[3] "Lol"
$`0.042`
[1] "#Belichick should say: \"A football is full of air."
[2] "Air is a gas."
[3] "Brady passes gas.\""
[4] "Nothing distracts like a good fart joke."
[5] "#DeflateGate"
$`0.042`
[1] "please don't be mad but i'm the one who deflated those damned foot balls wwhile trying to fuck them."
[2] "please don't be mad."
[3] "#DeflateGate"
$`0.056`
[1] "RT @TamPhamComedy: I bet Tom Brady was that asshole that would use the GameShark on EVERYTHING!"
[2] "#DeflateGate #SuperBowl"
$`0.087`
[1] "@alwise8 @nochillsport @russwest__ fuck #DeflateGate tom Brady Is a nigga it's not the first time a QB changed the feel off the ball"
$`0.071`
[1] "@FelgerAndMazz Fucking Kurt Warner fighting me on Spygate."
[2] "#Deflategate #SpyGate #14yearsago http://t.co/ADIuJ1q6v6"
$`0.042`
[1] "Thought #DeflateGate was about boobs."
[2] "Guess not."
[3] "It turns out it was about sweaty guys that ram into other sweaty guys & balls."
[4] "#foolmeonce"
$`0.045`
[1] "@CollinsworthNBC Looks like equip guy is taking blame."
[2] "Like Nazi soldiers, he didn't act without orders."
[3] "Need to find out who."
[4] "#DeflateGate"
$`0.158`
[1] "RT @kropotsky17: Fuck the #NFL and fuck the unconscious-fascist hordes who shit their pants over deflated footballs."
[2] "#DeflateGate"
$`0.062`
[1] "I'm surprised that there wasn't a #BoycottTheSuperbowl or something because of #DeflateGate."
[2] "NFL fans= fucking sheep"
$`0.176`
[1] "Fuck the #NFL and fuck the unconscious-fascist hordes who shit their pants over deflated footballs."
[2] "#DeflateGate"
$`0.042`
[1] "Why should I or anyone else (except maybe those WITHIN the NFL, esp. the teams in that one game) give two shits about \"#deflategate\"?"
$`0.077`
[1] "All you assholes that have allowed the media to play you for the faggots that you are over this #Deflategate BS with the Patriots UR Shit."
$`0.053`
[1] "My Mother told me she blocked our neighbor on facebook because he was talking shit about the Patriots #DeflateGate"
$`0.053`
[1] "Ok @NFL trying to \"pin this on a scapegoat\" not donkey."
[2] "Who's looking like an ass now?"
[3] "#DeflateGate @greta"
$`0.053`
[1] "I wish the media would shove a deflated football into each bodily orifice."
[2] "Then push them out sideways."
[3] "#DeflateGate"
$`0.045`
[1] "Bob Kraft better hope his guys are totally innocent, or he is going to look like a gigantic schmuck."
[2] "#deflategate #nfl #patriots"
$`0.05`
[1] "@SharpFootball ever take a stats course?"
[2] "Ur analysis is basically shit."
[3] "45% of stats are made up.#deflategate #snakeoilsalesman #anythingfor$"
$`0.05`
[1] "Live 9pmET we will be on air..."
[2] "Talking fake snowstorm #Blizzard2015, shitty news, #DeflateGate and much more!"
[3] "http://t.co/M8hg4OziwM"
$`0.045`
[1] "Looks like I missed one hell of a #DeflateGate press conference today."
[2] "These Tom Brady quotes are too good!"
[3] "Got me like _/_/_"
$`0.045`
[1] "RT @Phoebe_Chase: Gisele: \"My husband can not fucking inflate the balls and deflate the balls at the same time.\""
[2] "@realOBF #TomBrady #Deflat_"
$`0.056`
[1] "I can't be the only one who doesn't give a shit about the Patriot's balls."
[2] "#Ballgate #DeflateGate #Patriots"
$`0.111`
[1] "They would have whooped that ass either way."
[2] "#DeflateGate"
$`0.04`
[1] "@BillSimmons TB and BB confirmed league can't prove shit, a big FU to the league, I couldn't be prouder to be a Pats fan #DeflateGate"
$`0.077`
[1] "thoughts on #DeflateGate from someone who is an out of shape nerd: fuck off you piece of shit millionaires and go die in a liars grave."
$`0.037`
[1] "Now, if you want to inflate them, then inflate their ass!"
[2] "But, they are who we thought they were, and we let them off the hook!"
[3] "#DeflateGate"
$`0.04`
[1] "We need a real scandal."
[2] "One so big it deserves its own name instead of just adding \"gate\" to the end."
[3] "#DeflateGate sounds fucking stupid."
$`0.05`
[1] "Gisele: \"My husband can not fucking inflate the balls and deflate the balls at the same time.\""
[2] "@realOBF #TomBrady #DeflateGate"
$`0.045`
[1] "If they said they had nothing to do with it BITCH They didn't cheat!"
[2] "They were set up!"
[3] "#GOPATS #DOYOURJOB #NFL #DeflateGate"
$`0.105`
[1] "This whole #DeflateGate shit is boring and lame."
[2] "People always look for excuses for The Patriots kicking their ass."
$`0.053`
[1] "What did @bdorst stick his dick in as a young man?"
[2] "Its our version of #DeflateGate http://t.co/E2jl6P2MPS"
$`0.083`
[1] "Actually thought my #deflategate joke was kinda rad, but fuck you, Twitter."
$`0.053`
[1] "Tom Brady is a pos, but there's no way in hell the @nfl punishes their poster boy!"
[2] "#Patriots #DeflateGate"
$`0.1`
[1] "Who's more full of shit, Belichek or Brady?"
[2] "#DeflateGate #nfl"
$`0.056`
[1] "@stephenasmith @ESPN_FirstTake Just watched another vid from FT, the #DeflateGate one, Stephen A, you're a funny fucker."
[2] "Hahaha"
$`0.053`
[1] "Tom Brady ain't the only one with deflated balls brother."
[2] "Just watch my sex tape jack!"
[3] "#DeflateGate #WWE #SmackDown"
$`0.043`
[1] "All this talk about balls on @WFAN660 & @espn had me thinking: Tom Brady + hot wife + Super Bowl = sex."
[2] "#DeflateGate http://t.co/mpK15Upjxg"
$`0.045`
[1] "Any game that uses something filled with air is crap."
[2] "This is why the hockey puck is solid #Brady #DeflateGate #NHL #balls"
$`0.059`
[1] "Screw you, CBS, for trying to steal my headline concerning the Flexball during the #DeflateGate press conference."
$`0.05`
[1] "RT @mikethedix: Gaylord Perry doctored balls for 25 years and no one other than Reggie Jackson gave a shit #DeflateGate"
$`0.1`
[1] "Tom Brady is full of shit!!!" "Lying ass wow #Deflategate"
$`0.091`
[1] "I dont know anything about showing deflated tits on Tuesday #DeflateGate"
$`0.048`
[1] "A suitable punishment for Patriots is to have 115 million people watch them get their ass kicked by the Seahawks #DeflateGate"
$`0.083`
[1] "NBC nightly news leading with the #DeflateGate crap what a friggin joke"
$`0.111`
[1] "Haha reading about the #DeflateGate is funny as hell."
$`0.056`
[1] "@Deadspin why are the @Seahawks talking at all."
[2] "#DeflateGate taking all attention off them."
[3] "Why start this crap!"
$`0.048`
[1] "RT @Baskin__Dobens: No longer watching @ESPN or @ESPNNFL I already couldn't stand any of these assholes other than @Buccigross before #Defl_"
$`0.111`
[1] "RT @SammyHill22: Can't wait to kick ass in the Superbowl and shut everybody the fuck up #PatsNation #Deflategate"
$`0.04`
[1] "My friend's name is Deflate Gate."
[2] "I don't like how all of you are trashing him."
[3] "Don't be assholes!"
[4] "Huh?"
[5] "You meant #DeflateGate?"
[6] "Oh."
[7] "Sorry..."
$`0.059`
[1] "\"If you want, I'll help you deflate your balls.\""
[2] "-- Tom Brady's gay friend #NFL #Patriots #football #DeflateGate"
$`0.05`
[1] "NFL closer 2 accepting openly gay players but R leery of admitting knowledge about handling/conditioning QBs balls #DeflateGate #PointsMe"
$`0.095`
[1] "Wait..."
[2] "Let me check..."
[3] "Nope."
[4] "Still don't give a shit about #DeflateGate See you whiny bitches at the Super Bowl."
[5] "#GoPats"
$`0.091`
[1] "RT @HotRedStateGa: #Brady #DeflateGate yup.."
[2] "Brady is gay http://t.co/VBEZ62FtHU"
$`0.067`
[1] "@NFL Do the @Patriots like to cheat?"
[2] "Does a bear crap in the woods?"
[3] "#DeflateGate"
$`0.111`
[1] "#Brady #DeflateGate yup.." "Brady is gay http://t.co/VBEZ62FtHU"
$`0.05`
[1] "Man, nobody knows shit about these droopy balls, huh."
[2] "Not even the guy handling them?"
[3] "Interesting."
[4] "#TomBrady #Patriots #NFL #DeflateGate"
$`0.038`
[1] "I cant wait till something else happens so we don't have to hear about #DeflateGate anymore."
[2] "We all know the NFL won't do shit about it."
$`0.05`
[1] "@usweekly: Tom Brady on #DeflateGate: \"I don't believe I'm a cheater.\""
[2] "http://t.co/CeiRu7u8xQ http://t.co/kvelolLuIt oh shit @uncledrama1"
$`0.045`
[1] "#NFL #DeflateGate If Lombardi were here and saw these past 4 days, he'd say \"What the Hell is going on out here?!?\""
$`0.05`
[1] "Wk4: HA!"
[2] "PATS SUCK!"
[3] "Wk8: they lucky Wk12: Brady still gay tho Playoffs1: ILLEGAL FORMATION?"
[4] "Playoffs2: #DEFLATEGATE!"
[5] "https://t.co/ER5EbdZ2Do"
$`0.048`
[1] "#DeflateGate What if all the haters take the extra air from those first half balls, and blow it out their ass?"
$`0.056`
[1] "Fucking liar \"@ABC: Patriots QB Tom Brady: \"I have no knowledge of any wrongdoing\" in relation to #DeflateGate\""
$`0.077`
[1] "@MattyNitro lol the Pats are just pathetic."
[2] "And go fuck yourself."
[3] "#broncoscountry #DeflateGate"
$`0.167`
[1] "This #DeflateGate shit is getting old."
$`0.2`
[1] "Yeah fuck the pats #DeflateGate"
$`0.048`
[1] "Belichick & Brady should burn in hell if the Patriots organization's blame it on and fires the ball boy!"
[2] "#ArrogantCheats #DeflateGate"
$`0.125`
[1] "I don't even give a fuck about #DeflateGate"
$`0.042`
[1] "I dont give a shit about #DeflateGate, Im more curious how the league will completely turn this into a #trainwreck one way or another."
$`0.056`
[1] "Mark Brunell is a turd."
[2] "Being brought to tears after listening to Tom Brady's remarks?"
[3] "Get real."
[4] "#DeflateGate?"
$`0.048`
[1] "Anything to do with the NFL = high school girls."
[2] "Just loves to bitch and complain about everything and everyone."
[3] "#DeflateGate #growupclowns"
$`0.062`
[1] "No fucks given _/ @bigrightfoot: Well played, Krispy Kreme."
[2] "RT @krispykreme: Fully filled #DeflateGate http://t.co/5N0oagqxdh"
$`0.062`
[1] "You Americans are crazy - you're simultaneously upset about deflated balls and inflated boobs!"
[2] "#DeflateGate #CarlsJr #SuperBowlXLIX"
$`0.045`
[1] "This #deflategate crap is going over board."
[2] "The refs changed the balls at halftime and Pats scored even more points."
[3] "Its pointless !"
$`0.045`
[1] "I kind of feel indifferent about this #DeflateGate shit."
[2] "Indy would have lost anyway."
[3] "But whose to say this hasn't happened before."
$`0.043`
[1] "The refs touch the ball before and after EVERY play."
[2] "Why wouldn't they have said anything?"
[3] "The #DeflateGate investigation is a fucking joke."
$`0.1`
[1] "#PatsNation I love my team regardless."
[2] "Who really gives a fuck about a football psi."
[3] "Annoying ass headlines #espn #DeflateGate"
$`0.056`
[1] "@TMZ: #Patriots head coach Bill Belichick talks #DeflateGate!"
[2] "http://t.co/hTdTtnHSiH #TMZHWDSports http://t.co/E5fu7jJxr1 Suspend his ass"
$`0.077`
[1] "The #NFL finally has its own Pine Tar Incident with this #deflategate crap."
$`0.062`
[1] "\"@MicS91: Yoo this #DeflateGate shits getting annoying, @SportsCenter knows how to drag everything out.\""
[2] "_ gettem bro!"
$`0.037`
[1] "This #DeflateGate nonsense is dumb."
[2] "Tom Brady would of shit on the Colts with any type of ball,on any day, in any weather."
[3] "End of story"
$`0.05`
[1] "Maybe because he has a fuckin Superbowl to worry about?"
[2] "\"@ProFootballTalk: How did Belichick not know about #DeflateGate until Monday?\""
$`0.048`
[1] "RT @DaddyFiles: If there's evidence against Brady, Belichick & the #patriots, then bring it."
[2] "Otherwise, shut the hell up already."
[3] "#DeflateG_"
$`0.071`
[1] "Not since Pussy Riot has the news been this entertaining."
[2] "#DeflateGate #BallGate #Balls @brightrobert7"
$`0.077`
[1] "Tom Brady must have a really boring sex life."
[2] "_/ #DeflateGate http://t.co/Oar3hmXbiJ"
$`0.042`
[1] "Are going with #DeflateGate or #ballghazi?"
[2] "If we're going to keep \"analyzing\" this turd of a story, let's all get on the same page."
$`0.077`
[1] "Yoo this #DeflateGate shits getting annoying, @SportsCenter knows how to drag everything out."
$`0.111`
[1] "When ya homie says it's bomb ass shit but the weed ain't loud enough #DeflateGate http://t.co/dakVoTnwK3"
$`0.083`
[1] "Brunnell..."
[2] "are you fucking CRYING?!?!?"
[3] "@ESPN @Patriots #Patriotnation #DeflateGate http://t.co/RgO5WYNi85"
$`0.083`
[1] "@CurlsAndSports." "Lifeless b1tch."
[3] "Best u got .." "sh1tty photoshop too..."
[5] "#Pats4life #DeflateGate #Patriots"
$`0.048`
[1] "Journalism today is 99% page views."
[2] "All sensationalism."
[3] "#DeflateGate is just another prime example."
[4] "And fuck these ESPN talking heads too."
$`0.045`
[1] "RT @DaveWTheThinker: #DeflateGate Adrian Peterson hits his child & crickets chirp, but change the pressure in footballs & hell hast no fury_"
$`0.071`
[1] "And seriously who gives a hell about #DeflateGate that didn't make the colts lose..."
$`0.111`
[1] "#Bendgate."
[2] "#Deflategate."
[3] "Fuck whoever keeps naming these things."
[4] "#watergatetheoneandonly"
$`0.045`
[1] "Where the hell are you @nflcommish ??"
[2] "THERE IS A CLEAR RULE VIOLATION AND YOU HAVENT CONTACTED BRADY OR BELICHICK??"
[3] "DO SOMETHING #DeflateGate"
$`0.143`
[1] "@MadDogUnleashed you are so fucking right!"
[2] "#DeflateGate"
$`0.048`
[1] "After all the beers I drank last night, I've had my own little #DeflateGate happening from my ASS today."
[2] "#farts #teenmom"
$`0.053`
[1] "RT @BreitTwit1: Screw the @nfl, #DeflateGate shows America in the Age of Obama at its pathetic worst."
[2] "#tcot #tgdn"
$`0.042`
[1] "RT @BreitTwit1: .@BarackObama is starting to look like one of those leathery deflated balls."
[2] "How does being a lazy ass President wear you o_"
$`0.048`
[1] "@sbnationnfl @fieldgulls #DeflateGate, player suicides & DV, CTE & PEDs?"
[2] "NOPE."
[3] "LET'S CUM DOWN HARD ON WHAT REALLY MATTERS @nflcommish (bish)"
$`0.053`
[1] "Pats fans sound like birthers all kinds of irrational."
[2] "Way to reinforce your stereotype as generally shitty people #DeflateGate"
$`0.045`
[1] "Regarding #deflategate, NBC News just asked advice on ball pressure from a guy named Professor Gay."
[2] "They're just making this so easy."
$`0.062`
[1] "#DeflateGate is no longer a thing so all you haters can shut the fuck up now"
$`0.05`
[1] "A week before the #SuperBowl and all the media coverage has literally been about a dick and balls."
[2] "@MoneyLynch #DeflateGate"
$`0.04`
[1] "#DeflateGate #Belicheat is so full of shit Boston meteorologist said -15 to do it."
[2] "It was 50 at game time."
[3] "He knows nothing, then physicist"
$`0.067`
[1] "I really feel like Coach Belichick is ready to kick someone's ass."
[2] "Me too."
[3] "#DeflateGate"
$`0.062`
[1] "@M_Brunell8 go fuck yourself you poor sport."
[2] "Heard you gave Peter King a rim job #DeflateGate"
$`0.091`
[1] "@smerconish Hey EXPERT.."
[2] "how many downs have U taken on the field?"
[3] "Fucking goof."
[4] "Stick to politics ass clown!"
[5] "#ExpertLoser #DeflateGate #CNN"
$`0.043`
[1] "So can we finally move on from this #DeflateGate shit?"
[2] "We do have a #SuperBowlXLIX to win!!"
[3] "Will the haters keep hating?"
[4] "#PatsNation"
$`0.071`
[1] "Bill Belichick press conference today..#DeflateGate I did not have sex with that women.."
$`0.059`
[1] "@BBCSport don't give a shit about NFL all year but now can't stop mentioning #DeflateGate SHUT UP!!"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/ubi0kR7QTI NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.053`
[1] "RT @HaroldItz: Shorter Belichick: We checked the balls."
[2] "Wasnt my fault."
[3] "Now shove the balls up your ass."
[4] "#DeflateGate"
$`0.048`
[1] "Next Sunday.."
[2] "Tom Brady, Bill Belichick & New England Patriots will shut-up these #deflateGate ass clowns by destroying Seattle Seahawks!"
$`0.062`
[1] "Science, bitch."
[2] "\"@JoshMelko: A video I made for my Pchem students on #DeflateGate https://t.co/eZ4DF1ganq\""
$`0.059`
[1] "How hard is it to track what happened to a fucking football in a NFL game?"
[2] "#deflategate"
$`0.143`
[1] "Yo, this #deflategate shit is pure comedy."
$`0.077`
[1] "Gotta keep fighting."
[2] "Life fucking sucks but gonna keep digging."
[3] "I blame #DeflateGate"
$`0.042`
[1] "@TheView617: #Rt if you're sick and tired of this #DeflateGate and wanna move on to #SuperBowl talk only the RTs aren't gonna do shit"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/aaSPXPykku NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.059`
[1] "RT @sketchy1poker: has president obama weighed in on #DeflateGate yet?"
[2] "btw, SHUT THE FUCK UP ABOUT #DEFLATEGATE"
$`0.048`
[1] "@bcondotta NEW RULE!!"
[2] "NEW RULE!!!"
[3] "Just in time for the Super Bowl!!"
[4] "#GoHawks!!"
[5] "#IgnoreTheNoise Hold ma dick WAY more important #DeflateGate"
$`0.077`
[1] "What if I told you, that no one gives a shit about #DeflateGate"
$`0.062`
[1] "Bellichick: \"Losers always complain about the balls..."
[2] "winners go home and fuck the prom queen.\""
[3] "#DeflateGate"
$`0.091`
[1] "RT @rjensen183: Dont fuck with bill he knows his balls #DeflateGate"
$`0.1`
[1] "Bill Belichick addressing #DeflateGate, \"Go fuck yourselves.\""
[2] "_ mu _/_ mu #BillBelichickTheScienceGuy"
$`0.045`
[1] "RT @R_Malloy: All the talking heads and media look like idiots."
[2] "#Deflategate my ass!"
[3] "What a joke - this was never a story!"
$`0.043`
[1] "@cnn @TeamCNN in regards to #deflategate : nobody fucking cares!"
[2] "Is it really worth this much air time?"
[3] "Pathetic."
[4] "Time to turn #cnn off."
$`0.05`
[1] "All the talking heads and media look like idiots."
[2] "#Deflategate my ass!"
[3] "What a joke - this was never a story!"
$`0.1`
[1] "Do you honestly think Bill Belichick gives a fuck #DeflateGate"
$`0.04`
[1] "Wanna know what I think on #DeflateGate?"
[2] "..."
[3] "Not my job, not my prob, I'm going down to the film room to polish my knob."
[4] "#DirtyScubaSteve"
$`0.043`
[1] "RT @frostledoux: Bring yo Ass to Bricktown Okc Moonshiners__ tonight!"
[2] "Me & @joelwilsonmusic will be checkin air in your balls for free #Defl_"
$`0.071`
[1] "After watching Belichick's presser, @M_Brunell8 must feel like an idiot."
[2] "Science, bitch."
[3] "#DeflateGate #PatriotsNation"
$`0.05`
[1] "The #DeflateGate is done."
[2] "Let's move on, New England, and focus on what matters most!"
[3] "Kicking the Seahawks ass!"
[4] "#SuperBowlXLIX"
$`0.062`
[1] "If I have to watch one more fucking thing about #DeflateGate I'm going to explode."
[2] "#StopEspn"
$`0.125`
[1] "Bill Belichick is a fuck #Deflategate #Patriots #cheaters"
$`0.042`
[1] "I think the only thing Belichick made clear was that he is an ass and he thinks 80,000 other people negate his wrongdoing."
[2] "#DeflateGate"
$`0.038`
[1] "Shitz gotta rotate so what a lil."
[2] "#DeflateGate dont let it take time from your best work ever!!"
[3] "Our faults define how we became great #mlife"
$`0.077`
[1] "Fox News is covering the #DeflateGate."
[2] "The fuck has this world come to"
$`0.048`
[1] "RT @rossssc: ~ #ImNotAScientist and I'v been caught cheating again, but if Im a big enough dick, you'll believe me!"
[2] "#BillBelichick Patriots_"
$`0.04`
[1] "I actually hope the Patriots win the SB just because of how the media blew this #DeflateGate out of proportion, Belichick say fuck you fam"
$`0.059`
[1] "RT @bigrod38: Credible bomb threats at #atlairport and @CNN is still talking about this #DeflateGate shit."
[2] "Smh"
$`0.043`
[1] ".@BarackObama is starting to look like one of those leathery deflated balls."
[2] "How does being a lazy ass President wear you out?"
[3] "#DeflateGate"
$`0.059`
[1] "so far the most surprising thing about #DeflateGate is that anyone gives a flying fuck about it"
$`0.062`
[1] "RT @jaberard: #CoachBillBelichick Saturday 1/24 Press Conference re: #DeflateGate FUCK YOU @ESPN http://t.co/iQTXCblDSL"
$`0.05`
[1] "~ #ImNotAScientist and I'v been caught cheating again, but if Im a big enough dick, you'll believe me!"
[2] "#BillBelichick Patriots #DeflateGate"
$`0.04`
[1] "@piersmorgan what do you have to say now to Bill Belichik's response to the #deflategate?"
[2] "Sometimes it's good to shut up when u know shit"
$`0.067`
[1] "RT @WeberKing: Just give Belichick the fucking Nobel Prize for Physics right now."
[2] "#science #DeflateGate"
$`0.067`
[1] "BILL NYE THE SCIENCE GUY!!!!"
[2] "Oh baby, the nfl can suck the #pats dick #DeflateGate"
$`0.071`
[1] "Holy fuck, the CNN \"experts\" for #DeflateGate are Ben Shapiro and Marc Lamont Hill."
$`0.037`
[1] "Why the HELL is everyone talking about #DeflateGate when this chiseler >>>> @TheRevAl <<<< owes the American people 5 MILLION DOLLARS?!?!?!"
$`0.048`
[1] "I'm almost certain that #DeflateGate was created just so correspondents could get paid to make penis jokes."
[2] "I don't blame them"
$`0.043`
[1] "The angle of the dangle is equal to the mass of the ass when the heat of the meat is constant #belichick #DeflateGate"
$`0.067`
[1] "@paulsboutiquery: @M_Brunell8 CHAMPION LLC..."
[2] "you should be crying about that you attention whore."
[3] "#DeflateGate #PatriotsNation"
$`0.042`
[1] "@ByeByeDWI Yes!"
[2] "some where along the way crying & snitching became ok."
[3] "lets get back to ass kicking!"
[4] "Coach B lead the way!"
[5] "#DeflateGate"
$`0.091`
[1] "It's all complicated and shit!"
[2] "#DeflateGate #science #Deflatriots http://t.co/xxT0fnLM8i"
$`0.062`
[1] "RT @reedcampbell90: @Musicalsbrah bro ass #SIP for you #MTBROZ from #NiceWorkOnTour #Theatre #DeflateGate #KlayPutUp52LastNight #GoDubs ht_"
$`0.083`
[1] "Bill: I did not have sex with that football."
[2] "#DeflateGate #Truth #Belichick"
$`0.059`
[1] "Screw the @nfl, #DeflateGate shows America in the Age of Obama at its pathetic worst."
[2] "#tcot #tgdn"
$`0.062`
[1] "Is the NFL that perfect that their official's didn't screw up?"
[2] "food for thought!"
[3] "#DeflateGate #justiceforpats"
$`0.045`
[1] "RT @AdolfoGonzalez: So NOW people believe the theory behind the #DeflateGate bc Belichick cited science."
[2] "Fuck those who dismissed it in the_"
$`0.045`
[1] "My response to belichick presser."
[2] "I call Bull Shit!"
[3] "If balls lose 1.5 psi then why didn't Colts balls lose psi???"
[4] "#DeflateGate"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/05AWQecIx3 NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.045`
[1] "There is more of a investigation for sticking needles in balls than sticking needles full of steroids in your ass."
[2] "#DeflateGate #Belichick"
$`0.25`
[1] "Bill Belichick is the fucking man."
[2] "Fuck the haters and fuck #DeflateGate"
$`0.05`
[1] "I liked a @YouTube video from @blak_magus http://t.co/xV3iHcIQk1 NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO"
$`0.091`
[1] "#DeflateGate has resulted in nothing but funny ass vines and memes"
$`0.045`
[1] "#DeflateGate Belichick, \"I'm Not A Scientist\"."
[2] "I Don't Know the Difference Between A Tire Pump and A Penis Pump."
[3] "Ask Brady!"
[4] "#Patriots"
$`0.059`
[1] "Good for #BillBelichek shut the hell up now ESPN and #media and everyone that cares about #DeflateGate"
$`0.083`
[1] "To everyone who rooted for the #DeflateGate to begin with: Why the fuck would you ever give a shit about sports you bloody tossers?"
$`0.077`
[1] "@nfl is the ball half full or half empty, you fucking losers?"
[2] "#DeflateGate"
$`0.105`
[1] "I think #SpyGate was crap and I damn sure think #DeflateGate is crap."
[2] "There, I said it."
[3] "#NFL #SuperBowl"
$`0.25`
[1] "Obligatory testicle joke." "#deflategate"
$`0.05`
[1] "#DeflateGate #CVNTO RT @WWIIFelger: This mush mouth zero @JoeyMurr on 98.5 still doesn't understand the science."
[2] "What a remedial cunt."
$`0.111`
[1] "RT @oWestyo: #DeflateGate go fuck yourself!"
[2] "http://t.co/t6KhMW3viZ"
$`0.143`
[1] "Bill Belichick is full of shit." "#deflategate"
$`0.059`
[1] "Before all this #DeflateGate shit, how many of you knew the psi of a properly inflated football?"
$`0.091`
[1] "RT @Mizzou_Bitch: He's just lying his ass off, like usual."
[2] "#DeflateGate"
$`0.077`
[1] "I think I need to recalibrate my tits after that car ride #DeflateGate"
$`0.059`
[1] "@scottzolak @IAmJamesStewart @985TheSportsHub idno ask Tom, this some bomb ass tea tho Hahahaha #DeflateGate http://t.co/9jWfBiK2TP"
$`0.04`
[1] "Take draft picks?"
[2] "Draft is a crap shoot anyway."
[3] "Belichick would gladly give up picks if it kept him and Brady in the SB. #deflategate"
$`0.333`
[1] "SCIENCE BITCH #DeflateGate"
$`0.067`
[1] "NFL Talk #DeflateGate THIS SHIT HAS BECOME COMEDY GOLD LMAO: http://t.co/kym5G5OUGl via @YouTube"
$`0.04`
[1] "@mikefreemanNFL is a joke of a reporter."
[2] "He blasts a team without all the data and is now trying to cover his own ass."
[3] "#DeflateGate"
$`0.15`
[1] "RT @Alex_Chatman: Bill splitting out knowledge."
[2] "Bitch ass haters can suck it."
[3] "Wasting a whole damn fucking week on #DeflateGate"
Warning message:
Each time `profanity_by` is run it has to do sentence boundary disambiguation when a
raw `character` vector is passed to `text.var`. This may be costly of time and
memory. It is highly recommended that the user first runs the raw `character`
vector through the `get_sentences` function.
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