Let’s get the files out first (forgive the folder name but it just had to be that!)
setwd("D:/E_Drive/lolololol/7th sem/Coursera")
b <- readLines("final/en_US/en_US.blogs.txt", warn=FALSE, encoding="UTF-8")
t <- readLines("final/en_US/en_US.twitter.txt", warn=FALSE, encoding="UTF-8")
n <- readLines("final/en_US/en_US.news.txt", warn=FALSE, encoding="UTF-8")
I’m creating a sample of 2.5% for each dataset. This is just to get a feel of the data as it’s too big to physically glance the entire thing.
ts <- sample(t, length(t)*.025)
ns <- sample(n, length(n)*.025)
bs <- sample(b, length(b)*.025)
length(ts)
## [1] 59003
length(ns)
## [1] 1931
length(bs)
## [1] 22482
cs <- c(ts, bs, ns)
length(cs)
## [1] 83416
Let’s just print a quick summary of each set. I’ve formatted it as the heading followed by 5 lines of code
print("Twitter")
## [1] "Twitter"
print(head(t))
## [1] "How are you? Btw thanks for the RT. You gonna be in DC anytime soon? Love to see you. Been way, way too long."
## [2] "When you meet someone special... you'll know. Your heart will beat more rapidly and you'll smile for no reason."
## [3] "they've decided its more fun if I don't."
## [4] "So Tired D; Played Lazer Tag & Ran A LOT D; Ughh Going To Sleep Like In 5 Minutes ;)"
## [5] "Words from a complete stranger! Made my birthday even better :)"
## [6] "First Cubs game ever! Wrigley field is gorgeous. This is perfect. Go Cubs Go!"
print("News")
## [1] "News"
print(head(n))
## [1] "He wasn't home alone, apparently."
## [2] "The St. Louis plant had to close. It would die of old age. Workers had been making cars there since the onset of mass automotive production in the 1920s."
## [3] "WSU's plans quickly became a hot topic on local online sites. Though most people applauded plans for the new biomedical center, many deplored the potential loss of the building."
## [4] "The Alaimo Group of Mount Holly was up for a contract last fall to evaluate and suggest improvements to Trenton Water Works. But campaign finance records released this week show the two employees donated a total of $4,500 to the political action committee (PAC) Partners for Progress in early June. Partners for Progress reported it gave more than $10,000 in both direct and in-kind contributions to Mayor Tony Mack in the two weeks leading up to his victory in the mayoral runoff election June 15."
## [5] "And when it's often difficult to predict a law's impact, legislators should think twice before carrying any bill. Is it absolutely necessary? Is it an issue serious enough to merit their attention? Will it definitely not make the situation worse?"
## [6] "There was a certain amount of scoffing going around a few years ago when the NFL decided to move the draft from the weekend to prime time -- eventually splitting off the first round to a separate day."
print("Blogs")
## [1] "Blogs"
print(head(b))
## [1] "In the years thereafter, most of the Oil fields and platforms were named after pagan “gods”."
## [2] "We love you Mr. Brown."
## [3] "Chad has been awesome with the kids and holding down the fort while I work later than usual! The kids have been busy together playing Skylander on the XBox together, after Kyan cashed in his $$$ from his piggy bank. He wanted that game so bad and used his gift card from his birthday he has been saving and the money to get it (he never taps into that thing either, that is how we know he wanted it so bad). We made him count all of his money to make sure that he had enough! It was very cute to watch his reaction when he realized he did! He also does a very good job of letting Lola feel like she is playing too, by letting her switch out the characters! She loves it almost as much as him."
## [4] "so anyways, i am going to share some home decor inspiration that i have been storing in my folder on the puter. i have all these amazing images stored away ready to come to life when we get our home."
## [5] "With graduation season right around the corner, Nancy has whipped up a fun set to help you out with not only your graduation cards and gifts, but any occasion that brings on a change in one's life. I stamped the images in Memento Tuxedo Black and cut them out with circle Nestabilities. I embossed the kraft and red cardstock with TE's new Stars Impressions Plate, which is double sided and gives you 2 fantastic patterns. You can see how to use the Impressions Plates in this tutorial Taylor created. Just one pass through your die cut machine using the Embossing Pad Kit is all you need to do - super easy!"
## [6] "If you have an alternative argument, let's hear it! :)"
We will now attempt to clean up the data.It might look confusing but the basic idea is to strip the data and remove all sorts of extra material like punctuation, numbers, formatting etc. We then make a Matrix of words so that we can easily perform operations on it.
library(tm)
## Loading required package: NLP
cp <- VCorpus(VectorSource(cs))
cp <- tm_map(cp, stripWhitespace)
cp <- tm_map(cp, removePunctuation)
cp <- tm_map(cp, removeNumbers)
cp <- tm_map(cp, tolower)
cp <- tm_map(cp, PlainTextDocument)
cp <- tm_map(cp, removeWords, stopwords("english"))
library(textmineR)
## Loading required package: Matrix
##
## Attaching package: 'textmineR'
## The following object is masked from 'package:Matrix':
##
## update
## The following object is masked from 'package:stats':
##
## update
library(tm)
library(RWeka)
tdm <- TermDocumentMatrix(cp, control=list(tokenize = NGramTokenizer))
findFreqTerms(tdm, lowfreq = 10)
## [1] "– ’m" "– ’s"
## [3] "– can" "– don’t"
## [5] "– even" "– one"
## [7] "‘em" "’d like"
## [9] "’d never" "’ll"
## [11] "’ll get" "’ll give"
## [13] "’ll just" "’ll need"
## [15] "’ll never" "’ll see"
## [17] "’m also" "’m going"
## [19] "’m happy" "’m just"
## [21] "’m pretty" "’m really"
## [23] "’m saying" "’m sorry"
## [25] "’m still" "’m sure"
## [27] "’m talking" "’m trying"
## [29] "’re" "’re going"
## [31] "’re just" "’re looking"
## [33] "’re talking" "’s ’s"
## [35] "’s almost" "’s also"
## [37] "’s always" "’s another"
## [39] "’s easy" "’s first"
## [41] "’s going" "’s good"
## [43] "’s great" "’s hard"
## [45] "’s important" "’s just"
## [47] "’s like" "’s lot"
## [49] "’s much" "’s nothing"
## [51] "’s one" "’s pretty"
## [53] "’s quite" "’s really"
## [55] "’s something" "’s still"
## [57] "’s time" "’s true"
## [59] "’ve" "’ve already"
## [61] "’ve ever" "’ve found"
## [63] "’ve got" "’ve heard"
## [65] "’ve never" "’ve read"
## [67] "’ve seen" "“ ”"
## [69] "“ can" "“ don’t"
## [71] "“ good" "“ just"
## [73] "“ know" "“ love"
## [75] "“ need" "“ one"
## [77] "“ think" "“ want"
## [79] "“ will" "“’m"
## [81] "“’re" "“’s"
## [83] "“don’t" "“good"
## [85] "“just" "“oh"
## [87] "“well" "” said"
## [89] "aaron" "abandon"
## [91] "abandoned" "abbey"
## [93] "abby" "abc"
## [95] "abilities" "ability"
## [97] "able" "able get"
## [99] "able keep" "able make"
## [101] "able see" "aboard"
## [103] "abortion" "abq"
## [105] "abraham" "abroad"
## [107] "abs" "absence"
## [109] "absent" "absolute"
## [111] "absolutely" "absolutely nothing"
## [113] "absolution" "abstract"
## [115] "absurd" "abt"
## [117] "abundance" "abundant"
## [119] "abuse" "abused"
## [121] "abusive" "abv"
## [123] "academic" "academy"
## [125] "acc" "accent"
## [127] "accents" "accept"
## [129] "acceptable" "acceptance"
## [131] "accepted" "accepting"
## [133] "access" "accessible"
## [135] "accessories" "accident"
## [137] "accidentally" "accidents"
## [139] "accommodate" "accommodation"
## [141] "accompanied" "accompany"
## [143] "accomplish" "accomplished"
## [145] "accomplishment" "according"
## [147] "accordingly" "account"
## [149] "accountability" "accountable"
## [151] "accounting" "accounts"
## [153] "acct" "accuracy"
## [155] "accurate" "accurately"
## [157] "accuse" "accused"
## [159] "accustomed" "ace"
## [161] "ache" "aches"
## [163] "achieve" "achieved"
## [165] "achievement" "achievements"
## [167] "achieving" "acid"
## [169] "acknowledge" "acknowledged"
## [171] "acknowledging" "acne"
## [173] "acoustic" "acquire"
## [175] "acquired" "acquisition"
## [177] "acres" "across"
## [179] "across street" "acrylic"
## [181] "act" "act like"
## [183] "acted" "acting"
## [185] "acting like" "action"
## [187] "actions" "active"
## [189] "actively" "activist"
## [191] "activists" "activities"
## [193] "activity" "actor"
## [195] "actors" "actress"
## [197] "acts" "actual"
## [199] "actually" "actually get"
## [201] "actually good" "actually like"
## [203] "actually really" "adam"
## [205] "adams" "adapt"
## [207] "adaptation" "adapted"
## [209] "add" "added"
## [211] "addict" "addicted"
## [213] "addiction" "adding"
## [215] "addition" "additional"
## [217] "address" "addressed"
## [219] "addresses" "addressing"
## [221] "adds" "adequate"
## [223] "adhere" "adjust"
## [225] "adjustment" "admin"
## [227] "administration" "administrative"
## [229] "administrator" "admire"
## [231] "admired" "admission"
## [233] "admit" "admits"
## [235] "admitted" "admittedly"
## [237] "adopt" "adopted"
## [239] "adoption" "adorable"
## [241] "adore" "adrenaline"
## [243] "adrian" "ads"
## [245] "adult" "adults"
## [247] "advance" "advanced"
## [249] "advantage" "adventure"
## [251] "adventures" "adventurous"
## [253] "adversity" "advertised"
## [255] "advertising" "advice"
## [257] "advised" "advisor"
## [259] "advisory" "advocacy"
## [261] "advocate" "advocates"
## [263] "afar" "affair"
## [265] "affairs" "affect"
## [267] "affected" "affecting"
## [269] "affection" "affects"
## [271] "afford" "affordable"
## [273] "afghan" "afghanistan"
## [275] "afraid" "africa"
## [277] "african" "africanamerican"
## [279] "africans" "aftermath"
## [281] "afternoon" "afterward"
## [283] "afterwards" "age"
## [285] "aged" "agencies"
## [287] "agency" "agenda"
## [289] "agent" "agents"
## [291] "ages" "aggressive"
## [293] "aging" "ago"
## [295] "ago now" "ago today"
## [297] "agree" "agreed"
## [299] "agreement" "agrees"
## [301] "agricultural" "agriculture"
## [303] "ah yes" "aha"
## [305] "ahaha" "ahead"
## [307] "ahh" "aid"
## [309] "aids" "aim"
## [311] "aimed" "aiming"
## [313] "aims" "ain’t"
## [315] "aint" "air"
## [317] "air force" "aircraft"
## [319] "airing" "airline"
## [321] "airlines" "airplane"
## [323] "airport" "aisle"
## [325] "aka" "ala"
## [327] "alabama" "alan"
## [329] "alarm" "alas"
## [331] "alaska" "albeit"
## [333] "albert" "album"
## [335] "albums" "albuquerque"
## [337] "alcohol" "alcoholic"
## [339] "ale" "alec"
## [341] "alert" "ales"
## [343] "alex" "alexander"
## [345] "ali" "alice"
## [347] "alien" "aliens"
## [349] "alike" "alive"
## [351] "allah" "allegations"
## [353] "alleged" "allegedly"
## [355] "allen" "allergic"
## [357] "allergies" "allergy"
## [359] "alley" "alliance"
## [361] "allies" "allow"
## [363] "allowance" "allowed"
## [365] "allowing" "allows"
## [367] "alltime" "ally"
## [369] "almost" "almost always"
## [371] "almost done" "almost every"
## [373] "almost like" "almost time"
## [375] "alone" "along"
## [377] "along way" "alongside"
## [379] "alot" "aloud"
## [381] "alpha" "alphabet"
## [383] "already" "already know"
## [385] "alright" "also"
## [387] "also added" "also found"
## [389] "also get" "also got"
## [391] "also just" "also know"
## [393] "also known" "also like"
## [395] "also love" "also made"
## [397] "also make" "also need"
## [399] "also really" "also want"
## [401] "alter" "altered"
## [403] "alternate" "alternative"
## [405] "alternatives" "although"
## [407] "altogether" "alumni"
## [409] "always" "always get"
## [411] "always go" "always good"
## [413] "always great" "always looking"
## [415] "always loved" "always make"
## [417] "always makes" "always nice"
## [419] "always say" "always think"
## [421] "always wanted" "amanda"
## [423] "amazed" "amazing"
## [425] "amazon" "amazon eu"
## [427] "amazon services" "amazon services llc"
## [429] "amazoncom" "ambassador"
## [431] "amber" "amen"
## [433] "amendment" "america"
## [435] "america’s" "american"
## [437] "american idol" "americans"
## [439] "americas" "amid"
## [441] "among" "amongst"
## [443] "amount" "amount money"
## [445] "amount time" "amounts"
## [447] "amp" "ampm"
## [449] "amsterdam" "amusement"
## [451] "amusing" "amy"
## [453] "ana" "anaheim"
## [455] "analogy" "analysis"
## [457] "analyst" "analysts"
## [459] "analyze" "anc"
## [461] "ancient" "anderson"
## [463] "andor" "andre"
## [465] "andrea" "andrew"
## [467] "andrews" "android"
## [469] "andy" "angel"
## [471] "angeles" "angels"
## [473] "anger" "angle"
## [475] "angry" "angst"
## [477] "animal" "animals"
## [479] "animated" "animation"
## [481] "anime" "anita"
## [483] "ankle" "ann"
## [485] "anna" "anne"
## [487] "annie" "anniversary"
## [489] "announce" "announced"
## [491] "announcement" "announces"
## [493] "announcing" "annoyed"
## [495] "annoying" "annual"
## [497] "anonymous" "another"
## [499] "another day" "another great"
## [501] "another one" "another person"
## [503] "another time" "another way"
## [505] "another week" "answer"
## [507] "answer question" "answer questions"
## [509] "answered" "answering"
## [511] "answers" "ant"
## [513] "anthem" "anthology"
## [515] "anthony" "anticipated"
## [517] "anticipation" "antique"
## [519] "antonio" "ants"
## [521] "anxiety" "anxious"
## [523] "anybody" "anybody else"
## [525] "anyhow" "anymore"
## [527] "anyone" "anyone can"
## [529] "anyone else" "anyone ever"
## [531] "anyone going" "anyone know"
## [533] "anyone want" "anyone wants"
## [535] "anyones" "anything"
## [537] "anything can" "anything else"
## [539] "anything just" "anything like"
## [541] "anytime" "anyway"
## [543] "anyways" "anywhere"
## [545] "apart" "apartment"
## [547] "apartments" "apocalypse"
## [549] "apologies" "apologize"
## [551] "apology" "app"
## [553] "apparel" "apparent"
## [555] "apparently" "appeal"
## [557] "appealing" "appeals"
## [559] "appear" "appearance"
## [561] "appeared" "appearing"
## [563] "appears" "appetite"
## [565] "applause" "apple"
## [567] "apples" "application"
## [569] "applications" "applied"
## [571] "applies" "apply"
## [573] "applying" "appointed"
## [575] "appointment" "appointments"
## [577] "appreciate" "appreciate support"
## [579] "appreciated" "appreciation"
## [581] "apprentice" "approach"
## [583] "approached" "approaches"
## [585] "approaching" "appropriate"
## [587] "approval" "approve"
## [589] "approved" "approx"
## [591] "approximately" "apps"
## [593] "appt" "april"
## [595] "april fools" "april th"
## [597] "apt" "arab"
## [599] "arc" "architecture"
## [601] "archive" "archives"
## [603] "area" "areas"
## [605] "aren’t" "arena"
## [607] "arent" "arguably"
## [609] "argue" "argued"
## [611] "argues" "arguing"
## [613] "argument" "arguments"
## [615] "arise" "arizona"
## [617] "arkansas" "arlington"
## [619] "arm" "armed"
## [621] "armor" "arms"
## [623] "armstrong" "army"
## [625] "arnold" "aroma"
## [627] "around" "around corner"
## [629] "around country" "around house"
## [631] "around neck" "around pm"
## [633] "around time" "around town"
## [635] "around us" "around world"
## [637] "arrange" "arranged"
## [639] "arrangement" "arrangements"
## [641] "array" "arrest"
## [643] "arrested" "arrests"
## [645] "arrival" "arrive"
## [647] "arrived" "arrives"
## [649] "arriving" "arrogance"
## [651] "arrogant" "arsenal"
## [653] "art" "arthur"
## [655] "article" "articles"
## [657] "artificial" "artillery"
## [659] "artist" "artistic"
## [661] "artists" "arts"
## [663] "artwork" "asap"
## [665] "ash" "ashamed"
## [667] "ashes" "ashley"
## [669] "asia" "asian"
## [671] "aside" "ask"
## [673] "ask can" "ask question"
## [675] "ask questions" "asked"
## [677] "asking" "asks"
## [679] "asleep" "asparagus"
## [681] "aspect" "aspects"
## [683] "aspiring" "ass"
## [685] "assault" "assembled"
## [687] "assembly" "assessment"
## [689] "asset" "assets"
## [691] "asshole" "assholes"
## [693] "assigned" "assignment"
## [695] "assignments" "assist"
## [697] "assistance" "assistant"
## [699] "associate" "associated"
## [701] "associated press" "associates"
## [703] "association" "assume"
## [705] "assumed" "assuming"
## [707] "assure" "assured"
## [709] "asylum" "ate"
## [711] "athlete" "athletes"
## [713] "athletic" "athletics"
## [715] "atl" "atlanta"
## [717] "atlantic" "atm"
## [719] "atmosphere" "att"
## [721] "attach" "attached"
## [723] "attachment" "attack"
## [725] "attacked" "attacking"
## [727] "attacks" "attempt"
## [729] "attempted" "attempting"
## [731] "attempts" "attend"
## [733] "attendance" "attended"
## [735] "attendees" "attending"
## [737] "attention" "attic"
## [739] "attitude" "attorney"
## [741] "attorney general" "attorneys"
## [743] "attract" "attracted"
## [745] "attraction" "attractive"
## [747] "attributes" "auction"
## [749] "auctions" "audience"
## [751] "audiences" "audio"
## [753] "audition" "auditions"
## [755] "auditorium" "aug"
## [757] "august" "august th"
## [759] "aunt" "auntie"
## [761] "austin" "austin mahone"
## [763] "austins" "australia"
## [765] "australian" "authentic"
## [767] "author" "authorities"
## [769] "authority" "authors"
## [771] "autism" "auto"
## [773] "autograph" "automatic"
## [775] "automatically" "autumn"
## [777] "ava" "avail"
## [779] "availability" "available"
## [781] "avatar" "ave"
## [783] "avengers" "avenue"
## [785] "average" "avi"
## [787] "avocado" "avoid"
## [789] "avoided" "avoiding"
## [791] "aw thanks" "await"
## [793] "awaiting" "awake"
## [795] "awakening" "award"
## [797] "award winning" "awarded"
## [799] "awards" "aware"
## [801] "awareness" "away"
## [803] "away one" "awe"
## [805] "awesome" "awesome day"
## [807] "awesome love" "awesome thanks"
## [809] "awesomeness" "awful"
## [811] "awfully" "awhile"
## [813] "awkward" "awkward moment"
## [815] "aww" "aww thanks"
## [817] "awww" "aye"
## [819] "babe" "babes"
## [821] "babies" "baby"
## [823] "baby girl" "babys"
## [825] "bach" "bachelor"
## [827] "bachmann" "back"
## [829] "back car" "back day"
## [831] "back forth" "back home"
## [833] "back house" "back just"
## [835] "back new" "back next"
## [837] "back normal" "back now"
## [839] "back office" "back please"
## [841] "back school" "back see"
## [843] "back sleep" "back soon"
## [845] "back time" "back together"
## [847] "back track" "back twitter"
## [849] "back work" "back ya"
## [851] "back yard" "backed"
## [853] "background" "backing"
## [855] "backs" "backstage"
## [857] "backup" "backwards"
## [859] "backyard" "bacon"
## [861] "bacteria" "bad"
## [863] "bad ass" "bad day"
## [865] "bad idea" "bad im"
## [867] "bad news" "bad thing"
## [869] "bad things" "badass"
## [871] "badge" "badger"
## [873] "badgers" "badly"
## [875] "bag" "bags"
## [877] "bahaha" "bail"
## [879] "bailey" "bake"
## [881] "bake minutes" "baked"
## [883] "baked goods" "baker"
## [885] "bakery" "baking"
## [887] "balance" "balanced"
## [889] "balancing" "balcony"
## [891] "bald" "baldwin"
## [893] "ball" "ballard"
## [895] "ballet" "balloon"
## [897] "ballot" "ballroom"
## [899] "balls" "balm"
## [901] "baltimore" "ban"
## [903] "banana" "bananas"
## [905] "band" "bands"
## [907] "bandwagon" "bang"
## [909] "banging" "bank"
## [911] "bank account" "bankers"
## [913] "bankruptcy" "banks"
## [915] "banned" "banner"
## [917] "baptism" "baptist"
## [919] "bar" "barack"
## [921] "barack obama" "barbara"
## [923] "barbecue" "barber"
## [925] "barcelona" "bare"
## [927] "barefoot" "barely"
## [929] "bark" "barley"
## [931] "barn" "barnes"
## [933] "baron" "barrel"
## [935] "barrels" "barrett"
## [937] "barrier" "barriers"
## [939] "barry" "bars"
## [941] "bartender" "base"
## [943] "baseball" "based"
## [945] "basement" "bases"
## [947] "bash" "basic"
## [949] "basically" "basics"
## [951] "basil" "basis"
## [953] "basket" "basketball"
## [955] "bass" "bastard"
## [957] "bat" "batch"
## [959] "bath" "bathroom"
## [961] "batman" "bats"
## [963] "batter" "batteries"
## [965] "battery" "batting"
## [967] "battle" "battles"
## [969] "battling" "bay"
## [971] "bay area" "bball"
## [973] "bbc" "bbq"
## [975] "bby" "bcuz"
## [977] "bday" "beach"
## [979] "beaches" "beacon"
## [981] "beads" "beam"
## [983] "bean" "beans"
## [985] "bear" "beard"
## [987] "bears" "beast"
## [989] "beat" "beaten"
## [991] "beating" "beatles"
## [993] "beats" "beautiful"
## [995] "beautiful day" "beautifully"
## [997] "beauty" "became"
## [999] "becky" "become"
## [1001] "becomes" "becoming"
## [1003] "bed" "bed now"
## [1005] "bedroom" "beds"
## [1007] "bedtime" "bee"
## [1009] "beef" "beer"
## [1011] "beers" "bees"
## [1013] "beforehand" "beg"
## [1015] "began" "begging"
## [1017] "begin" "beginning"
## [1019] "beginnings" "begins"
## [1021] "begun" "behalf"
## [1023] "behave" "behavior"
## [1025] "behaviour" "behind"
## [1027] "behind scenes" "behold"
## [1029] "bein" "beings"
## [1031] "belated" "belgian"
## [1033] "belgium" "belieber"
## [1035] "beliebers" "belief"
## [1037] "beliefs" "believe"
## [1039] "believe can" "believe will"
## [1041] "believed" "believer"
## [1043] "believers" "believes"
## [1045] "believing" "bell"
## [1047] "bella" "belle"
## [1049] "bells" "belly"
## [1051] "belong" "belongs"
## [1053] "beloved" "belt"
## [1055] "ben" "bench"
## [1057] "bend" "beneath"
## [1059] "beneficial" "benefit"
## [1061] "benefits" "benjamin"
## [1063] "bennett" "bent"
## [1065] "berkeley" "berlin"
## [1067] "berries" "berry"
## [1069] "beside" "besides"
## [1071] "best" "best can"
## [1073] "best day" "best day ever"
## [1075] "best friend" "best friends"
## [1077] "best luck" "best part"
## [1079] "best people" "best show"
## [1081] "best thing" "best time"
## [1083] "best way" "best wishes"
## [1085] "bestfriend" "bestie"
## [1087] "bet" "beta"
## [1089] "beth" "betta"
## [1091] "better" "better get"
## [1093] "better just" "better place"
## [1095] "better soon" "better way"
## [1097] "better yet" "betting"
## [1099] "betty" "beverage"
## [1101] "beverages" "beverly"
## [1103] "beverly hills" "beware"
## [1105] "beyonce" "beyond"
## [1107] "bff" "bias"
## [1109] "biased" "bible"
## [1111] "biblical" "bicycle"
## [1113] "bid" "bieber"
## [1115] "big" "big blue"
## [1117] "big brother" "big day"
## [1119] "big deal" "big difference"
## [1121] "big fan" "big thanks"
## [1123] "big thing" "big things"
## [1125] "big time" "big win"
## [1127] "bigger" "biggest"
## [1129] "biggest fan" "bike"
## [1131] "bikes" "biking"
## [1133] "bikini" "bill"
## [1135] "billion" "billions"
## [1137] "bills" "billy"
## [1139] "bin" "bin laden"
## [1141] "binding" "bing"
## [1143] "bingo" "bio"
## [1145] "biology" "bipolar"
## [1147] "bird" "birds"
## [1149] "birth" "birth control"
## [1151] "birthday" "birthday party"
## [1153] "birthdays" "biscuit"
## [1155] "biscuits" "bishop"
## [1157] "bit" "bit better"
## [1159] "bit like" "bitch"
## [1161] "bitches" "bite"
## [1163] "bites" "biting"
## [1165] "bits" "bitter"
## [1167] "biz" "bizarre"
## [1169] "black" "black white"
## [1171] "blackberry" "blacks"
## [1173] "blah" "blah blah"
## [1175] "blair" "blake"
## [1177] "blame" "blamed"
## [1179] "blank" "blanket"
## [1181] "blankets" "blast"
## [1183] "blasting" "blazer"
## [1185] "blazers" "blazing"
## [1187] "bleeding" "blend"
## [1189] "blended" "blender"
## [1191] "blending" "bless"
## [1193] "blessed" "blessing"
## [1195] "blessings" "blew"
## [1197] "blind" "blink"
## [1199] "bliss" "blizzard"
## [1201] "block" "blocked"
## [1203] "blocking" "blocks"
## [1205] "blog" "blog hop"
## [1207] "blog post" "blog posts"
## [1209] "blog will" "blogged"
## [1211] "blogger" "bloggers"
## [1213] "blogging" "blogs"
## [1215] "blond" "blonde"
## [1217] "blood" "bloody"
## [1219] "bloom" "blossom"
## [1221] "blossoms" "blouse"
## [1223] "blow" "blowing"
## [1225] "blown" "blows"
## [1227] "blue" "blueberry"
## [1229] "blues" "blunt"
## [1231] "blush" "blvd"
## [1233] "board" "boarding"
## [1235] "boards" "boat"
## [1237] "boats" "bob"
## [1239] "bobby" "bodies"
## [1241] "body" "boi"
## [1243] "boil" "boiling"
## [1245] "bold" "bollywood"
## [1247] "bolt" "bomb"
## [1249] "bon" "bond"
## [1251] "bonds" "bone"
## [1253] "bones" "bonnie"
## [1255] "bonus" "boo"
## [1257] "boobs" "book"
## [1259] "book will" "booked"
## [1261] "booking" "books"
## [1263] "books read" "bookstore"
## [1265] "boom" "boost"
## [1267] "boot" "booth"
## [1269] "boots" "booty"
## [1271] "booze" "border"
## [1273] "borders" "bored"
## [1275] "boredom" "boring"
## [1277] "born" "borrow"
## [1279] "borrowed" "bosh"
## [1281] "boss" "boston"
## [1283] "bother" "bothered"
## [1285] "bothering" "bottle"
## [1287] "bottles" "bottom"
## [1289] "bottom line" "bought"
## [1291] "bounce" "bouncing"
## [1293] "bound" "boundaries"
## [1295] "bounty" "bourbon"
## [1297] "bout" "bout go"
## [1299] "boutique" "bow"
## [1301] "bowl" "bowling"
## [1303] "bowls" "bows"
## [1305] "box" "boxer"
## [1307] "boxes" "boxing"
## [1309] "boy" "boyfriend"
## [1311] "boys" "boyz"
## [1313] "bra" "bracelet"
## [1315] "braces" "bracket"
## [1317] "brackets" "brad"
## [1319] "bradley" "brady"
## [1321] "bragging" "brain"
## [1323] "brains" "brake"
## [1325] "branch" "branches"
## [1327] "brand" "brand new"
## [1329] "branded" "branding"
## [1331] "brandon" "brands"
## [1333] "brass" "braun"
## [1335] "brave" "bravo"
## [1337] "brazil" "brazilian"
## [1339] "bread" "break"
## [1341] "breakdown" "breakfast"
## [1343] "breaking" "breaking news"
## [1345] "breaks" "breast"
## [1347] "breast cancer" "breastfeeding"
## [1349] "breasts" "breath"
## [1351] "breathe" "breathed"
## [1353] "breathing" "breed"
## [1355] "breeze" "brenda"
## [1357] "brett" "brew"
## [1359] "brewed" "brewer"
## [1361] "breweries" "brewers"
## [1363] "brewery" "brewing"
## [1365] "brewing company" "brews"
## [1367] "brian" "brick"
## [1369] "bride" "brides"
## [1371] "bridge" "bridges"
## [1373] "brief" "briefly"
## [1375] "bright" "bright side"
## [1377] "brighter" "brightly"
## [1379] "brilliant" "bring"
## [1381] "bring back" "bring us"
## [1383] "bringing" "brings"
## [1385] "brings back" "bristol"
## [1387] "britain" "british"
## [1389] "bro" "broad"
## [1391] "broadcast" "broader"
## [1393] "broadly" "broadway"
## [1395] "broccoli" "brock"
## [1397] "broke" "broken"
## [1399] "broncos" "bronze"
## [1401] "brooklyn" "brooks"
## [1403] "bros" "broth"
## [1405] "brother" "brotherhood"
## [1407] "brothers" "brought"
## [1409] "brought back" "brought home"
## [1411] "brought us" "brown"
## [1413] "brown sugar" "brownies"
## [1415] "browns" "browsing"
## [1417] "bruce" "bruh"
## [1419] "bruins" "bruised"
## [1421] "brunch" "bruno"
## [1423] "brush" "brushes"
## [1425] "brutal" "bryan"
## [1427] "btw" "bubble"
## [1429] "buck" "bucket"
## [1431] "bucket list" "buckeyes"
## [1433] "bucks" "bud"
## [1435] "buddha" "buddies"
## [1437] "buddy" "budget"
## [1439] "buffalo" "buffet"
## [1441] "buffett" "bug"
## [1443] "bugs" "build"
## [1445] "building" "buildings"
## [1447] "built" "bulb"
## [1449] "bulbs" "bulk"
## [1451] "bull" "bullet"
## [1453] "bullets" "bullied"
## [1455] "bullies" "bullpen"
## [1457] "bulls" "bullshit"
## [1459] "bully" "bullying"
## [1461] "bum" "bummed"
## [1463] "bummer" "bump"
## [1465] "bun" "bunch"
## [1467] "bunny" "burden"
## [1469] "bureau" "burger"
## [1471] "burgers" "buried"
## [1473] "burn" "burned"
## [1475] "burning" "burns"
## [1477] "burnt" "burrito"
## [1479] "burst" "bury"
## [1481] "bus" "buses"
## [1483] "bush" "business"
## [1485] "businesses" "bust"
## [1487] "busted" "busy"
## [1489] "busy day" "busy week"
## [1491] "butler" "butt"
## [1493] "butter" "butterflies"
## [1495] "butterfly" "button"
## [1497] "buttons" "buy"
## [1499] "buy new" "buy one"
## [1501] "buyers" "buying"
## [1503] "buys" "buzz"
## [1505] "buzzing" "bye"
## [1507] "bynum" "c pp"
## [1509] "cab" "cabbage"
## [1511] "cabin" "cabinet"
## [1513] "cable" "cafe"
## [1515] "café" "caffeine"
## [1517] "cage" "cain"
## [1519] "cake" "cakes"
## [1521] "cal" "calculated"
## [1523] "caleb" "calendar"
## [1525] "cali" "california"
## [1527] "call" "call back"
## [1529] "call duty" "call us"
## [1531] "called" "caller"
## [1533] "calling" "calls"
## [1535] "calm" "calorie"
## [1537] "calories" "calvin"
## [1539] "cam" "came"
## [1541] "came across" "came back"
## [1543] "came home" "camera"
## [1545] "cameras" "cameron"
## [1547] "camp" "campaign"
## [1549] "campaigns" "campbell"
## [1551] "camping" "camps"
## [1553] "campus" "can"
## [1555] "can add" "can afford"
## [1557] "can also" "can always"
## [1559] "can anyone" "can barely"
## [1561] "can become" "can believe"
## [1563] "can better" "can blame"
## [1565] "can bring" "can buy"
## [1567] "can call" "can change"
## [1569] "can choose" "can come"
## [1571] "can count" "can create"
## [1573] "can dm" "can drive"
## [1575] "can easily" "can eat"
## [1577] "can even" "can feel"
## [1579] "can find" "can follow"
## [1581] "can found" "can get"
## [1583] "can give" "can go"
## [1585] "can handle" "can happen"
## [1587] "can hardly" "can hear"
## [1589] "can help" "can hope"
## [1591] "can imagine" "can just"
## [1593] "can keep" "can know"
## [1595] "can lead" "can learn"
## [1597] "can leave" "can listen"
## [1599] "can little" "can live"
## [1601] "can longer" "can look"
## [1603] "can love" "can make"
## [1605] "can meet" "can never"
## [1607] "can now" "can one"
## [1609] "can pay" "can play"
## [1611] "can please" "can put"
## [1613] "can read" "can really"
## [1615] "can remember" "can say"
## [1617] "can see" "can seen"
## [1619] "can send" "can share"
## [1621] "can someone" "can start"
## [1623] "can stay" "can still"
## [1625] "can take" "can talk"
## [1627] "can tell" "can think"
## [1629] "can u" "can understand"
## [1631] "can use" "can used"
## [1633] "can wait" "can watch"
## [1635] "can wear" "can win"
## [1637] "can work" "can’t"
## [1639] "can’t get" "can’t help"
## [1641] "can’t wait" "canada"
## [1643] "canadian" "canal"
## [1645] "cancel" "canceled"
## [1647] "cancelled" "cancer"
## [1649] "candidate" "candidates"
## [1651] "candle" "candles"
## [1653] "candy" "cane"
## [1655] "canned" "cannon"
## [1657] "canon" "cans"
## [1659] "cant" "cant afford"
## [1661] "cant believe" "cant even"
## [1663] "cant find" "cant get"
## [1665] "cant go" "cant help"
## [1667] "cant imagine" "cant just"
## [1669] "cant keep" "cant live"
## [1671] "cant make" "cant remember"
## [1673] "cant say" "cant see"
## [1675] "cant sleep" "cant stand"
## [1677] "cant stop" "cant take"
## [1679] "cant tell" "cant think"
## [1681] "cant wait" "cant wait get"
## [1683] "cant wait go" "cant wait hear"
## [1685] "cant wait see" "cant wait til"
## [1687] "cant wait till" "canvas"
## [1689] "cap" "capable"
## [1691] "capacity" "cape"
## [1693] "capital" "capitol"
## [1695] "caps" "captain"
## [1697] "caption" "capture"
## [1699] "captured" "car"
## [1701] "cara" "caramel"
## [1703] "carbon" "card"
## [1705] "card stock" "cardboard"
## [1707] "cardinal" "cardinals"
## [1709] "cardio" "cards"
## [1711] "cardstock" "care"
## [1713] "care much" "cared"
## [1715] "career" "careers"
## [1717] "careful" "carefully"
## [1719] "cares" "cargo"
## [1721] "caribbean" "caring"
## [1723] "carl" "carlos"
## [1725] "carnegie" "carnival"
## [1727] "carol" "carolina"
## [1729] "carpet" "carrie"
## [1731] "carried" "carrier"
## [1733] "carries" "carroll"
## [1735] "carrot" "carrots"
## [1737] "carry" "carrying"
## [1739] "cars" "cart"
## [1741] "carter" "cartoon"
## [1743] "cartoons" "cartridge"
## [1745] "case" "cases"
## [1747] "casey" "cash"
## [1749] "cashier" "casino"
## [1751] "cask" "cast"
## [1753] "casting" "castle"
## [1755] "casual" "cat"
## [1757] "catalog" "catalogue"
## [1759] "catch" "catches"
## [1761] "catching" "categories"
## [1763] "category" "catering"
## [1765] "cathedral" "catherine"
## [1767] "catholic" "cats"
## [1769] "cattle" "caught"
## [1771] "cause" "cause im"
## [1773] "caused" "causes"
## [1775] "causing" "caution"
## [1777] "cave" "cavs"
## [1779] "cbs" "cds"
## [1781] "cedar" "ceiling"
## [1783] "celebrate" "celebrated"
## [1785] "celebrating" "celebration"
## [1787] "celebrations" "celebrities"
## [1789] "celebrity" "celery"
## [1791] "cell" "cell phone"
## [1793] "cell phones" "cells"
## [1795] "celtic" "celtics"
## [1797] "cemetery" "censorship"
## [1799] "cent" "center"
## [1801] "centers" "central"
## [1803] "centre" "cents"
## [1805] "centuries" "century"
## [1807] "ceo" "cereal"
## [1809] "ceremony" "certain"
## [1811] "certainly" "certainty"
## [1813] "certificate" "certified"
## [1815] "chad" "chai"
## [1817] "chain" "chains"
## [1819] "chair" "chairman"
## [1821] "chairs" "chalk"
## [1823] "challenge" "challenge blog"
## [1825] "challenged" "challenges"
## [1827] "challenging" "chamber"
## [1829] "chambers" "champ"
## [1831] "champagne" "champion"
## [1833] "champions" "championship"
## [1835] "championships" "chance"
## [1837] "chance win" "chances"
## [1839] "chandler" "change"
## [1841] "change mind" "change world"
## [1843] "changed" "changes"
## [1845] "changing" "channel"
## [1847] "channels" "chaos"
## [1849] "chapel" "chapter"
## [1851] "chapters" "character"
## [1853] "characteristics" "characters"
## [1855] "charge" "charged"
## [1857] "charger" "chargers"
## [1859] "charges" "charging"
## [1861] "charity" "charles"
## [1863] "charlie" "charlotte"
## [1865] "charm" "charming"
## [1867] "charms" "chart"
## [1869] "charter" "charts"
## [1871] "chase" "chasing"
## [1873] "chat" "chatted"
## [1875] "chatting" "cheap"
## [1877] "cheaper" "cheapest"
## [1879] "cheat" "cheated"
## [1881] "cheating" "check"
## [1883] "check new" "check us"
## [1885] "check website" "checked"
## [1887] "checking" "checkout"
## [1889] "checks" "cheddar"
## [1891] "cheek" "cheeks"
## [1893] "cheer" "cheering"
## [1895] "cheers" "cheese"
## [1897] "cheesecake" "cheeses"
## [1899] "cheesy" "chef"
## [1901] "chefs" "chelsea"
## [1903] "cheltenham" "chemical"
## [1905] "chemicals" "chemistry"
## [1907] "cherish" "cherry"
## [1909] "cheryl" "chess"
## [1911] "chest" "chew"
## [1913] "chewing" "chewy"
## [1915] "chi" "chicago"
## [1917] "chicago illinois" "chick"
## [1919] "chicken" "chickens"
## [1921] "chicks" "chief"
## [1923] "chiefs" "child"
## [1925] "child’s" "childhood"
## [1927] "childish" "children"
## [1929] "children’s" "childrens"
## [1931] "childs" "chile"
## [1933] "chili" "chill"
## [1935] "chillin" "chilling"
## [1937] "chilly" "chin"
## [1939] "china" "chinese"
## [1941] "chip" "chip cookies"
## [1943] "chipboard" "chipotle"
## [1945] "chips" "chloe"
## [1947] "chocolate" "chocolate chip"
## [1949] "chocolate chips" "choice"
## [1951] "choices" "choir"
## [1953] "choked" "choking"
## [1955] "choose" "chooses"
## [1957] "choosing" "chop"
## [1959] "chopped" "chord"
## [1961] "chorus" "chose"
## [1963] "chosen" "chris"
## [1965] "chris brown" "christ"
## [1967] "christian" "christianity"
## [1969] "christians" "christie"
## [1971] "christina" "christine"
## [1973] "christmas" "christmas tree"
## [1975] "christopher" "chrome"
## [1977] "chronic" "chronicle"
## [1979] "chuck" "chunk"
## [1981] "chunks" "church"
## [1983] "churches" "churchill"
## [1985] "cia" "cider"
## [1987] "cigarette" "cigarettes"
## [1989] "cincinnati" "cinco"
## [1991] "cinco de" "cinco de mayo"
## [1993] "cinema" "cinnamon"
## [1995] "circle" "circles"
## [1997] "circuit" "circulation"
## [1999] "circumstances" "circus"
## [2001] "cited" "cities"
## [2003] "citizen" "citizens"
## [2005] "citizenship" "citrus"
## [2007] "city" "city council"
## [2009] "city’s" "citys"
## [2011] "civic" "civil"
## [2013] "civil rights" "civil war"
## [2015] "civilization" "claim"
## [2017] "claimed" "claiming"
## [2019] "claims" "claire"
## [2021] "clarity" "clark"
## [2023] "clash" "class"
## [2025] "classes" "classic"
## [2027] "classical" "classics"
## [2029] "classmates" "classroom"
## [2031] "classy" "clay"
## [2033] "clean" "cleaned"
## [2035] "cleaner" "cleaning"
## [2037] "cleanse" "cleansing"
## [2039] "clear" "clearance"
## [2041] "cleared" "clearing"
## [2043] "clearly" "clerk"
## [2045] "cleveland" "clever"
## [2047] "click" "clicked"
## [2049] "clicking" "client"
## [2051] "clients" "cliff"
## [2053] "climate" "climate change"
## [2055] "climb" "climbed"
## [2057] "climbing" "cling"
## [2059] "clinic" "clinton"
## [2061] "clip" "clippers"
## [2063] "clips" "clock"
## [2065] "clocks" "close"
## [2067] "close eyes" "closed"
## [2069] "closely" "closer"
## [2071] "closest" "closet"
## [2073] "closing" "closure"
## [2075] "cloth" "clothes"
## [2077] "clothing" "cloud"
## [2079] "clouds" "cloudy"
## [2081] "clown" "club"
## [2083] "clubs" "clue"
## [2085] "clues" "clutch"
## [2087] "cmon" "cnn"
## [2089] "coach" "coaches"
## [2091] "coaching" "coal"
## [2093] "coalition" "coast"
## [2095] "coastal" "coat"
## [2097] "coats" "cocaine"
## [2099] "cock" "cocktail"
## [2101] "cocktails" "cocoa"
## [2103] "coconut" "coconut milk"
## [2105] "cod" "code"
## [2107] "codes" "cody"
## [2109] "coffee" "cofounder"
## [2111] "coin" "coincidence"
## [2113] "coins" "coke"
## [2115] "cold" "cold outside"
## [2117] "coldplay" "cole"
## [2119] "coleman" "collaboration"
## [2121] "collage" "collapse"
## [2123] "collapsed" "collar"
## [2125] "colleague" "colleagues"
## [2127] "collect" "collected"
## [2129] "collecting" "collection"
## [2131] "collections" "collective"
## [2133] "collectively" "college"
## [2135] "college football" "colleges"
## [2137] "collins" "colonial"
## [2139] "color" "colorado"
## [2141] "colored" "colorful"
## [2143] "coloring" "colors"
## [2145] "colour" "coloured"
## [2147] "colours" "colts"
## [2149] "columbia" "columbus"
## [2151] "column" "com"
## [2153] "combat" "combination"
## [2155] "combinations" "combine"
## [2157] "combined" "combo"
## [2159] "comcast" "come"
## [2161] "come across" "come back"
## [2163] "come check" "come get"
## [2165] "come home" "come join"
## [2167] "come join us" "come now"
## [2169] "come say" "come see"
## [2171] "come see us" "come together"
## [2173] "come true" "come visit"
## [2175] "comeback" "comedian"
## [2177] "comedians" "comedy"
## [2179] "comes" "comes around"
## [2181] "comes back" "comes mind"
## [2183] "comfort" "comfortable"
## [2185] "comforting" "comfy"
## [2187] "comic" "comic book"
## [2189] "comics" "comin"
## [2191] "coming" "coming back"
## [2193] "coming home" "coming soon"
## [2195] "command" "commanded"
## [2197] "commander" "commandments"
## [2199] "commencement" "comment"
## [2201] "commentary" "commented"
## [2203] "commenting" "comments"
## [2205] "commerce" "commercial"
## [2207] "commercials" "commission"
## [2209] "commissioner" "commit"
## [2211] "commitment" "committed"
## [2213] "committee" "common"
## [2215] "common sense" "commonly"
## [2217] "communicate" "communicating"
## [2219] "communication" "communications"
## [2221] "communion" "communist"
## [2223] "communities" "community"
## [2225] "community college" "commute"
## [2227] "comp" "companies"
## [2229] "companion" "company"
## [2231] "company’s" "companys"
## [2233] "compare" "compared"
## [2235] "comparing" "comparison"
## [2237] "compass" "compassion"
## [2239] "compelling" "compensation"
## [2241] "compete" "competing"
## [2243] "competition" "competitive"
## [2245] "competitor" "compilation"
## [2247] "complain" "complained"
## [2249] "complaining" "complains"
## [2251] "complaint" "complaints"
## [2253] "complete" "completed"
## [2255] "completely" "completely different"
## [2257] "completing" "completion"
## [2259] "complex" "complexity"
## [2261] "complicated" "compliment"
## [2263] "complimentary" "compliments"
## [2265] "component" "components"
## [2267] "composed" "composer"
## [2269] "composition" "compound"
## [2271] "comprehensive" "compromise"
## [2273] "computer" "computers"
## [2275] "con" "conan"
## [2277] "concentrate" "concentration"
## [2279] "concept" "concepts"
## [2281] "concern" "concerned"
## [2283] "concerning" "concerns"
## [2285] "concert" "concerts"
## [2287] "conclude" "concluded"
## [2289] "conclusion" "conclusions"
## [2291] "concrete" "condemned"
## [2293] "condition" "conditioning"
## [2295] "conditions" "condo"
## [2297] "conduct" "conducted"
## [2299] "cone" "conf"
## [2301] "conference" "conference call"
## [2303] "conferences" "confess"
## [2305] "confession" "confessions"
## [2307] "confidence" "confident"
## [2309] "confirm" "confirmed"
## [2311] "conflict" "conflicts"
## [2313] "confused" "confusing"
## [2315] "confusion" "congrats"
## [2317] "congratulations" "congress"
## [2319] "congressional" "congressman"
## [2321] "connect" "connected"
## [2323] "connecting" "connection"
## [2325] "connections" "connor"
## [2327] "conquer" "conrad"
## [2329] "cons" "conscience"
## [2331] "conscious" "consciousness"
## [2333] "consecutive" "consensus"
## [2335] "consequences" "conservation"
## [2337] "conservative" "conservatives"
## [2339] "consider" "considerable"
## [2341] "consideration" "considered"
## [2343] "considering" "considers"
## [2345] "consist" "consisted"
## [2347] "consistency" "consistent"
## [2349] "consistently" "consists"
## [2351] "conspiracy" "constant"
## [2353] "constantly" "constitution"
## [2355] "constitutional" "constructed"
## [2357] "construction" "consultant"
## [2359] "consume" "consumer"
## [2361] "consumers" "consuming"
## [2363] "consumption" "cont"
## [2365] "contact" "contact us"
## [2367] "contacted" "contacts"
## [2369] "contain" "contained"
## [2371] "container" "containing"
## [2373] "contains" "contemplating"
## [2375] "contemporary" "content"
## [2377] "contents" "contest"
## [2379] "contests" "context"
## [2381] "continent" "continental"
## [2383] "continually" "continue"
## [2385] "continued" "continues"
## [2387] "continuing" "continuously"
## [2389] "contract" "contractor"
## [2391] "contracts" "contrary"
## [2393] "contrast" "contribute"
## [2395] "contributed" "contributing"
## [2397] "contribution" "contributions"
## [2399] "contrition" "control"
## [2401] "controlled" "controlling"
## [2403] "controls" "controversial"
## [2405] "controversy" "convenience"
## [2407] "convenient" "convention"
## [2409] "conventional" "conversation"
## [2411] "conversations" "converse"
## [2413] "convert" "converted"
## [2415] "convey" "convicted"
## [2417] "conviction" "convince"
## [2419] "convinced" "convincing"
## [2421] "convo" "cook"
## [2423] "cookbook" "cooked"
## [2425] "cookie" "cookie dough"
## [2427] "cookies" "cooking"
## [2429] "cooks" "cool"
## [2431] "cooled" "cooler"
## [2433] "coolest" "cooling"
## [2435] "coop" "cooper"
## [2437] "coordinator" "cop"
## [2439] "cope" "copic"
## [2441] "copied" "copies"
## [2443] "copper" "cops"
## [2445] "copy" "copyright"
## [2447] "cord" "core"
## [2449] "coriander" "corinthians"
## [2451] "corn" "corner"
## [2453] "corners" "corp"
## [2455] "corporate" "corporation"
## [2457] "corporations" "corps"
## [2459] "correct" "correction"
## [2461] "corrections" "correctly"
## [2463] "correlation" "corruption"
## [2465] "cos" "cost"
## [2467] "costs" "costume"
## [2469] "costumes" "cottage"
## [2471] "cotto" "cotton"
## [2473] "couch" "cough"
## [2475] "couldn’t" "couldnt"
## [2477] "couldnt agree" "couldnt find"
## [2479] "couldnt get" "couldve"
## [2481] "council" "counsel"
## [2483] "counseling" "count"
## [2485] "countdown" "counted"
## [2487] "counter" "counting"
## [2489] "countless" "countries"
## [2491] "country" "countryside"
## [2493] "counts" "county"
## [2495] "couple" "couple days"
## [2497] "couple hours" "couple months"
## [2499] "couple times" "couple weeks"
## [2501] "couple weeks ago" "couple years"
## [2503] "couple years ago" "coupled"
## [2505] "couples" "coupon"
## [2507] "coupons" "courage"
## [2509] "course" "courses"
## [2511] "court" "courtesy"
## [2513] "courtney" "courts"
## [2515] "cousin" "cousins"
## [2517] "covenant" "cover"
## [2519] "coverage" "covered"
## [2521] "covering" "covers"
## [2523] "cow" "cowboy"
## [2525] "cowboys" "coworker"
## [2527] "coworkers" "cows"
## [2529] "cox" "coyotes"
## [2531] "cozy" "crab"
## [2533] "crack" "cracked"
## [2535] "cracking" "cracks"
## [2537] "craft" "craft beer"
## [2539] "crafted" "crafting"
## [2541] "crafts" "crafty"
## [2543] "craig" "craigslist"
## [2545] "crap" "crappy"
## [2547] "crash" "crashed"
## [2549] "crashes" "crashing"
## [2551] "crave" "craving"
## [2553] "cravings" "crawl"
## [2555] "crawling" "cray"
## [2557] "craziness" "crazy"
## [2559] "cream" "cream cheese"
## [2561] "creamy" "create"
## [2563] "created" "creates"
## [2565] "creating" "creation"
## [2567] "creations" "creative"
## [2569] "creativity" "creator"
## [2571] "creature" "creatures"
## [2573] "credibility" "credit"
## [2575] "credit card" "credits"
## [2577] "creek" "creep"
## [2579] "creeping" "creepy"
## [2581] "creme" "crescent"
## [2583] "crew" "crib"
## [2585] "cricket" "cricut"
## [2587] "cried" "cries"
## [2589] "crime" "crimes"
## [2591] "criminal" "criminals"
## [2593] "cringe" "crisis"
## [2595] "crisp" "crispy"
## [2597] "criteria" "critic"
## [2599] "critical" "criticism"
## [2601] "criticize" "critics"
## [2603] "critique" "crochet"
## [2605] "crop" "crosby"
## [2607] "cross" "crossed"
## [2609] "crosses" "crossing"
## [2611] "crow" "crowd"
## [2613] "crowded" "crowds"
## [2615] "crown" "crucial"
## [2617] "crude" "cruel"
## [2619] "cruelty" "cruise"
## [2621] "crunch" "crunchy"
## [2623] "crush" "crushed"
## [2625] "crust" "cruz"
## [2627] "cry" "crying"
## [2629] "crystal" "cst"
## [2631] "cuba" "cuban"
## [2633] "cube" "cubes"
## [2635] "cubs" "cucumber"
## [2637] "cuddle" "cue"
## [2639] "culinary" "cult"
## [2641] "cultural" "culture"
## [2643] "cultures" "cum"
## [2645] "cumin" "cup"
## [2647] "cup coffee" "cupcake"
## [2649] "cupcakes" "cups"
## [2651] "curb" "cure"
## [2653] "curiosity" "curious"
## [2655] "curling" "current"
## [2657] "currently" "curriculum"
## [2659] "curry" "curse"
## [2661] "cursed" "cursing"
## [2663] "curtain" "curtains"
## [2665] "curve" "curves"
## [2667] "cus" "custody"
## [2669] "custom" "customer"
## [2671] "customer service" "customers"
## [2673] "cut" "cute"
## [2675] "cute little" "cutest"
## [2677] "cutie" "cuts"
## [2679] "cutting" "cuz"
## [2681] "cuz im" "cvs"
## [2683] "cycle" "cycling"
## [2685] "cynical" "d d"
## [2687] "ð<U+009F><U+0098>" "dad"
## [2689] "daddy" "dads"
## [2691] "daily" "daily basis"
## [2693] "dairy" "daisy"
## [2695] "dakota" "dakota maquest"
## [2697] "dale" "dallas"
## [2699] "dam" "damage"
## [2701] "damaged" "dame"
## [2703] "dammit" "damn"
## [2705] "damn good" "damned"
## [2707] "damon" "damper"
## [2709] "dan" "dance"
## [2711] "danced" "dancer"
## [2713] "dancers" "dances"
## [2715] "dancing" "dang"
## [2717] "danger" "dangerous"
## [2719] "dangers" "daniel"
## [2721] "daniels" "danny"
## [2723] "dare" "dark"
## [2725] "dark chocolate" "darker"
## [2727] "darkness" "darling"
## [2729] "darn" "darren"
## [2731] "dash" "dat"
## [2733] "data" "database"
## [2735] "date" "date night"
## [2737] "dated" "dates"
## [2739] "dating" "dats"
## [2741] "daughter" "daughters"
## [2743] "dave" "david"
## [2745] "davis" "dawn"
## [2747] "day" "day can"
## [2749] "day come" "day day"
## [2751] "day dont" "day even"
## [2753] "day ever" "day everyone"
## [2755] "day first" "day get"
## [2757] "day go" "day going"
## [2759] "day got" "day great"
## [2761] "day im" "day just"
## [2763] "day last" "day life"
## [2765] "day like" "day lol"
## [2767] "day long" "day love"
## [2769] "day moms" "day new"
## [2771] "day night" "day now"
## [2773] "day one" "day school"
## [2775] "day see" "day stop"
## [2777] "day take" "day today"
## [2779] "day tomorrow" "day trip"
## [2781] "day two" "day want"
## [2783] "day week" "day weekend"
## [2785] "day well" "day will"
## [2787] "day work" "day yesterday"
## [2789] "day”" "daylight"
## [2791] "days" "days ago"
## [2793] "days away" "days later"
## [2795] "days left" "days like"
## [2797] "days till" "days week"
## [2799] "days will" "de la"
## [2801] "de mayo" "dead"
## [2803] "deadline" "deadly"
## [2805] "deaf" "deal"
## [2807] "dealer" "dealing"
## [2809] "deals" "dealt"
## [2811] "dean" "dear"
## [2813] "dear friend" "dearly"
## [2815] "death" "deaths"
## [2817] "debate" "debates"
## [2819] "debating" "debbie"
## [2821] "debt" "debut"
## [2823] "dec" "decade"
## [2825] "decades" "deceased"
## [2827] "december" "december th"
## [2829] "decent" "decide"
## [2831] "decide whether" "decided"
## [2833] "decided go" "decided make"
## [2835] "decided use" "decides"
## [2837] "deciding" "decision"
## [2839] "decisions" "deck"
## [2841] "declare" "declared"
## [2843] "declaring" "decline"
## [2845] "declined" "decor"
## [2847] "decorated" "decorating"
## [2849] "decorations" "decorative"
## [2851] "decrease" "dedicated"
## [2853] "dedication" "dee"
## [2855] "deeds" "deemed"
## [2857] "deep" "deeper"
## [2859] "deepest" "deeply"
## [2861] "deer" "def"
## [2863] "default" "defeat"
## [2865] "defeated" "defeating"
## [2867] "defence" "defend"
## [2869] "defended" "defending"
## [2871] "defense" "defensive"
## [2873] "deficit" "define"
## [2875] "defined" "defines"
## [2877] "defining" "definite"
## [2879] "definitely" "definitely going"
## [2881] "definition" "definitive"
## [2883] "degree" "degrees"
## [2885] "del" "delay"
## [2887] "delayed" "delete"
## [2889] "deleted" "deleting"
## [2891] "deli" "deliberately"
## [2893] "delicate" "delicious"
## [2895] "delight" "delighted"
## [2897] "delightful" "delights"
## [2899] "delish" "deliver"
## [2901] "delivered" "delivering"
## [2903] "delivers" "delivery"
## [2905] "dell" "delta"
## [2907] "dem" "demand"
## [2909] "demanded" "demanding"
## [2911] "demands" "demi"
## [2913] "demo" "democracy"
## [2915] "democrat" "democratic"
## [2917] "democrats" "demolition"
## [2919] "demon" "demons"
## [2921] "demonstrate" "demonstrated"
## [2923] "demonstration" "demos"
## [2925] "dems" "den"
## [2927] "denial" "denied"
## [2929] "denise" "dennis"
## [2931] "dense" "dental"
## [2933] "dentist" "denver"
## [2935] "deny" "denying"
## [2937] "department" "departure"
## [2939] "depend" "depending"
## [2941] "depends" "deposit"
## [2943] "depot" "depressed"
## [2945] "depressing" "depression"
## [2947] "dept" "depth"
## [2949] "depths" "deputy"
## [2951] "derby" "derek"
## [2953] "derived" "des"
## [2955] "descended" "describe"
## [2957] "described" "describes"
## [2959] "describing" "description"
## [2961] "descriptions" "desert"
## [2963] "deserve" "deserved"
## [2965] "deserves" "deserving"
## [2967] "design" "design team"
## [2969] "designated" "designed"
## [2971] "designer" "designers"
## [2973] "designing" "designs"
## [2975] "desire" "desired"
## [2977] "desires" "desk"
## [2979] "desktop" "despair"
## [2981] "desperate" "desperately"
## [2983] "despite" "despite fact"
## [2985] "dessert" "desserts"
## [2987] "destination" "destined"
## [2989] "destiny" "destroy"
## [2991] "destroyed" "destroying"
## [2993] "destruction" "destructive"
## [2995] "detail" "detailed"
## [2997] "details" "detective"
## [2999] "detention" "determination"
## [3001] "determine" "determined"
## [3003] "detroit" "dev"
## [3005] "devastated" "devastating"
## [3007] "develop" "developed"
## [3009] "developer" "developers"
## [3011] "developing" "development"
## [3013] "developments" "develops"
## [3015] "device" "devices"
## [3017] "devil" "devils"
## [3019] "devoted" "devotion"
## [3021] "dew" "diabetes"
## [3023] "diagnosed" "diagnosis"
## [3025] "dialogue" "diamond"
## [3027] "diana" "diane"
## [3029] "diaper" "diapers"
## [3031] "diaries" "diary"
## [3033] "dice" "dick"
## [3035] "dick clark" "dictionary"
## [3037] "didn’t" "didn’t even"
## [3039] "didn’t know" "didn’t like"
## [3041] "didn’t seem" "didn’t want"
## [3043] "didnt" "didnt even"
## [3045] "didnt get" "didnt go"
## [3047] "didnt know" "didnt like"
## [3049] "didnt make" "didnt realize"
## [3051] "didnt really" "didnt say"
## [3053] "didnt see" "didnt take"
## [3055] "didnt think" "didnt want"
## [3057] "didnt work" "die"
## [3059] "died" "diego"
## [3061] "dies" "diet"
## [3063] "diet coke" "diets"
## [3065] "diff" "differ"
## [3067] "difference" "differences"
## [3069] "different" "different types"
## [3071] "different ways" "differently"
## [3073] "difficult" "difficulties"
## [3075] "difficulty" "dig"
## [3077] "digest" "digging"
## [3079] "digi" "digital"
## [3081] "dignity" "dilemma"
## [3083] "dimension" "dine"
## [3085] "dining" "dining room"
## [3087] "dinner" "dinner tonight"
## [3089] "dinners" "dip"
## [3091] "dipping" "direct"
## [3093] "directed" "directing"
## [3095] "direction" "directions"
## [3097] "directly" "director"
## [3099] "directors" "dirk"
## [3101] "dirt" "dirty"
## [3103] "dis" "disability"
## [3105] "disabled" "disagree"
## [3107] "disappear" "disappeared"
## [3109] "disappointed" "disappointing"
## [3111] "disappointment" "disaster"
## [3113] "disc" "disciples"
## [3115] "discipline" "disco"
## [3117] "disconnected" "discount"
## [3119] "discounts" "discouraged"
## [3121] "discover" "discovered"
## [3123] "discoveries" "discovering"
## [3125] "discovers" "discovery"
## [3127] "discrimination" "discuss"
## [3129] "discussed" "discussing"
## [3131] "discussion" "discussions"
## [3133] "disease" "diseases"
## [3135] "disgusting" "dish"
## [3137] "dishes" "dislike"
## [3139] "dismissed" "dismissive"
## [3141] "disney" "disneyland"
## [3143] "disorder" "disorders"
## [3145] "dispatch" "display"
## [3147] "displayed" "dispute"
## [3149] "disrespectful" "distance"
## [3151] "distant" "distinct"
## [3153] "distinction" "distinctive"
## [3155] "distinguish" "distracted"
## [3157] "distracting" "distraction"
## [3159] "distress" "distribute"
## [3161] "distributed" "distribution"
## [3163] "district" "district court"
## [3165] "districts" "disturbing"
## [3167] "ditch" "ditto"
## [3169] "diva" "dive"
## [3171] "diverse" "diversity"
## [3173] "divide" "divided"
## [3175] "divine" "diving"
## [3177] "division" "divorce"
## [3179] "divorced" "diy"
## [3181] "djs" "dm us"
## [3183] "dms" "dmv"
## [3185] "dna" "dnt"
## [3187] "doc" "docs"
## [3189] "doctor" "doctor’s"
## [3191] "doctors" "doctrine"
## [3193] "document" "documentary"
## [3195] "documentation" "documents"
## [3197] "dodge" "dodgers"
## [3199] "doe" "doesn’t"
## [3201] "doesn’t want" "doesnt"
## [3203] "doesnt always" "doesnt even"
## [3205] "doesnt get" "doesnt help"
## [3207] "doesnt know" "doesnt look"
## [3209] "doesnt make" "doesnt matter"
## [3211] "doesnt mean" "doesnt need"
## [3213] "doesnt seem" "doesnt want"
## [3215] "doesnt work" "dog"
## [3217] "dogs" "doin"
## [3219] "doll" "dollar"
## [3221] "dollars" "dolls"
## [3223] "dolphins" "domain"
## [3225] "dome" "domestic"
## [3227] "domestic violence" "dominant"
## [3229] "dominate" "dominated"
## [3231] "dominating" "don"
## [3233] "don’t" "don’t care"
## [3235] "don’t even" "don’t get"
## [3237] "don’t go" "don’t know"
## [3239] "don’t like" "don’t need"
## [3241] "don’t really" "don’t see"
## [3243] "don’t think" "don’t want"
## [3245] "don’t worry" "donald"
## [3247] "donate" "donated"
## [3249] "donating" "donation"
## [3251] "donations" "done"
## [3253] "done anything" "done today"
## [3255] "donna" "donor"
## [3257] "dont" "dont ask"
## [3259] "dont believe" "dont call"
## [3261] "dont care" "dont even"
## [3263] "dont even know" "dont ever"
## [3265] "dont expect" "dont feel"
## [3267] "dont feel like" "dont forget"
## [3269] "dont get" "dont give"
## [3271] "dont go" "dont hate"
## [3273] "dont just" "dont know"
## [3275] "dont know im" "dont let"
## [3277] "dont like" "dont look"
## [3279] "dont love" "dont make"
## [3281] "dont mean" "dont mind"
## [3283] "dont miss" "dont need"
## [3285] "dont play" "dont really"
## [3287] "dont remember" "dont say"
## [3289] "dont see" "dont start"
## [3291] "dont stop" "dont take"
## [3293] "dont talk" "dont tell"
## [3295] "dont think" "dont trust"
## [3297] "dont understand" "dont use"
## [3299] "dont wanna" "dont want"
## [3301] "dont work" "dont worry"
## [3303] "donuts" "doom"
## [3305] "doomed" "door"
## [3307] "doors" "doors open"
## [3309] "dope" "dos"
## [3311] "dose" "dot"
## [3313] "dots" "double"
## [3315] "doubled" "doubt"
## [3317] "doubts" "douche"
## [3319] "doug" "dough"
## [3321] "doughnut" "douglas"
## [3323] "download" "downloaded"
## [3325] "downloading" "downloads"
## [3327] "downright" "downside"
## [3329] "downstairs" "downtown"
## [3331] "dozen" "dozens"
## [3333] "dracula" "draft"
## [3335] "drafting" "drag"
## [3337] "dragging" "dragon"
## [3339] "dragons" "drain"
## [3341] "drained" "drake"
## [3343] "drama" "dramatic"
## [3345] "dramatically" "drank"
## [3347] "draw" "drawers"
## [3349] "drawing" "drawings"
## [3351] "drawn" "draws"
## [3353] "dread" "dream"
## [3355] "dreamed" "dreaming"
## [3357] "dreams" "dreams come"
## [3359] "dreams come true" "dress"
## [3361] "dressed" "dresses"
## [3363] "dressing" "drew"
## [3365] "dried" "drill"
## [3367] "drilling" "drink"
## [3369] "drink specials" "drinkers"
## [3371] "drinking" "drinks"
## [3373] "drive" "drive home"
## [3375] "driven" "driver"
## [3377] "drivers" "drives"
## [3379] "driveway" "driving"
## [3381] "drizzle" "droid"
## [3383] "drop" "dropped"
## [3385] "dropping" "drops"
## [3387] "drought" "drove"
## [3389] "drown" "drowned"
## [3391] "drowning" "drug"
## [3393] "drugs" "drum"
## [3395] "drummer" "drums"
## [3397] "drunk" "drunken"
## [3399] "dry" "dubbed"
## [3401] "dubious" "dubstep"
## [3403] "duck" "ducks"
## [3405] "dude" "dudes"
## [3407] "due" "duh"
## [3409] "duke" "dull"
## [3411] "dumb" "dumbass"
## [3413] "dump" "dumped"
## [3415] "duncan" "dunno"
## [3417] "duo" "durable"
## [3419] "duration" "dust"
## [3421] "dusty" "dutch"
## [3423] "duties" "duty"
## [3425] "dvd" "dvds"
## [3427] "dvr" "dwight"
## [3429] "dwts" "dyed"
## [3431] "dying" "dylan"
## [3433] "dynamic" "eager"
## [3435] "eagle" "eagles"
## [3437] "ear" "earl"
## [3439] "earlier" "earlier today"
## [3441] "earlier year" "earliest"
## [3443] "early" "early bird"
## [3445] "early morning" "early s"
## [3447] "earn" "earned"
## [3449] "earning" "earnings"
## [3451] "earring" "earrings"
## [3453] "ears" "earth"
## [3455] "earth day" "earthquake"
## [3457] "ease" "easier"
## [3459] "easiest" "easily"
## [3461] "east" "east coast"
## [3463] "easter" "eastern"
## [3465] "easy" "easy use"
## [3467] "eat" "eaten"
## [3469] "eating" "eats"
## [3471] "ebay" "ebook"
## [3473] "ebooks" "eccentric"
## [3475] "echo" "ecological"
## [3477] "economic" "economics"
## [3479] "economies" "economy"
## [3481] "eddie" "edge"
## [3483] "edges" "edinburgh"
## [3485] "edit" "edited"
## [3487] "editing" "edition"
## [3489] "editor" "editorial"
## [3491] "editors" "edits"
## [3493] "edu" "educate"
## [3495] "educated" "educating"
## [3497] "education" "educational"
## [3499] "edward" "edwards"
## [3501] "effect" "effective"
## [3503] "effectively" "effects"
## [3505] "efficiency" "efficient"
## [3507] "effort" "efforts"
## [3509] "egg" "egg whites"
## [3511] "eggs" "ego"
## [3513] "egypt" "eight"
## [3515] "eight years" "eighteen"
## [3517] "eighth" "either"
## [3519] "either way" "elaborate"
## [3521] "elastic" "elbow"
## [3523] "elderly" "elected"
## [3525] "election" "elections"
## [3527] "electric" "electrical"
## [3529] "electricity" "electronic"
## [3531] "electronics" "elegant"
## [3533] "element" "elementary"
## [3535] "elementary school" "elements"
## [3537] "elephant" "elevator"
## [3539] "eleven" "elf"
## [3541] "eli" "eligible"
## [3543] "eliminate" "eliminating"
## [3545] "elite" "elizabeth"
## [3547] "ellen" "else"
## [3549] "elses" "elsewhere"
## [3551] "elvis" "email"
## [3553] "email address" "email us"
## [3555] "emailed" "emails"
## [3557] "embarrassed" "embarrassing"
## [3559] "embossed" "embossing"
## [3561] "embrace" "embracing"
## [3563] "emerge" "emerged"
## [3565] "emergency" "emerging"
## [3567] "emerson" "emily"
## [3569] "eminem" "emma"
## [3571] "emotion" "emotional"
## [3573] "emotionally" "emotions"
## [3575] "empathy" "emphasis"
## [3577] "empire" "employed"
## [3579] "employee" "employees"
## [3581] "employers" "employment"
## [3583] "empowered" "empty"
## [3585] "enable" "enabled"
## [3587] "encounter" "encounters"
## [3589] "encourage" "encouraged"
## [3591] "encouragement" "encourages"
## [3593] "encouraging" "end"
## [3595] "end book" "end day"
## [3597] "end month" "end week"
## [3599] "end world" "end year"
## [3601] "endeavor" "ended"
## [3603] "ending" "endless"
## [3605] "endorsed" "endorsement"
## [3607] "ends" "endure"
## [3609] "enduring" "enemies"
## [3611] "enemy" "energies"
## [3613] "energy" "enforcement"
## [3615] "engage" "engaged"
## [3617] "engagement" "engaging"
## [3619] "engine" "engineer"
## [3621] "engineering" "engineers"
## [3623] "engines" "england"
## [3625] "english" "enhance"
## [3627] "enhanced" "enjoy"
## [3629] "enjoy day" "enjoyable"
## [3631] "enjoyed" "enjoying"
## [3633] "enjoys" "enlightenment"
## [3635] "enormous" "enough"
## [3637] "enough get" "enough make"
## [3639] "enough time" "ensemble"
## [3641] "ensure" "enter"
## [3643] "entered" "entering"
## [3645] "enterprise" "enters"
## [3647] "entertained" "entertaining"
## [3649] "entertainment" "enthusiasm"
## [3651] "enthusiastic" "entire"
## [3653] "entirely" "entitled"
## [3655] "entity" "entrance"
## [3657] "entrepreneur" "entrepreneurs"
## [3659] "entries" "entry"
## [3661] "envelope" "environment"
## [3663] "environmental" "environments"
## [3665] "envy" "epa"
## [3667] "epic" "episode"
## [3669] "episodes" "equal"
## [3671] "equality" "equally"
## [3673] "equals" "equation"
## [3675] "equipment" "equipped"
## [3677] "equity" "equivalent"
## [3679] "era" "erase"
## [3681] "erased" "eric"
## [3683] "erin" "errands"
## [3685] "error" "errors"
## [3687] "ers" "escape"
## [3689] "escaped" "esp"
## [3691] "especially" "especially since"
## [3693] "espn" "espresso"
## [3695] "essay" "essays"
## [3697] "essence" "essential"
## [3699] "essentially" "est"
## [3701] "establish" "established"
## [3703] "establishment" "estate"
## [3705] "estimate" "estimated"
## [3707] "estimates" "et al"
## [3709] "etc" "etc etc"
## [3711] "eternal" "eternity"
## [3713] "ethan" "ethical"
## [3715] "ethics" "ethnic"
## [3717] "etsy" "europe"
## [3719] "european" "eva"
## [3721] "evaluation" "evan"
## [3723] "evans" "eve"
## [3725] "even" "even better"
## [3727] "even close" "even feel"
## [3729] "even get" "even go"
## [3731] "even got" "even know"
## [3733] "even like" "even now"
## [3735] "even one" "even think"
## [3737] "even tho" "even though"
## [3739] "even thought" "even worse"
## [3741] "evening" "evenings"
## [3743] "evenly" "event"
## [3745] "event will" "events"
## [3747] "eventually" "ever"
## [3749] "ever come" "ever done"
## [3751] "ever get" "ever happened"
## [3753] "ever heard" "ever made"
## [3755] "ever need" "ever read"
## [3757] "ever see" "ever seen"
## [3759] "ever since" "ever thought"
## [3761] "ever want" "every"
## [3763] "every day" "every minute"
## [3765] "every month" "every morning"
## [3767] "every night" "every now"
## [3769] "every one" "every person"
## [3771] "every single" "every sunday"
## [3773] "every time" "every week"
## [3775] "every word" "every year"
## [3777] "everybody" "everybody else"
## [3779] "everyday" "everyone"
## [3781] "everyone came" "everyone else"
## [3783] "everyone follow" "everyone go"
## [3785] "everyone great" "everyone happy"
## [3787] "everyone know" "everyone safe"
## [3789] "everyones" "everything"
## [3791] "everything else" "everything will"
## [3793] "everytime" "everywhere"
## [3795] "evidence" "evident"
## [3797] "evil" "evolution"
## [3799] "evolve" "evolved"
## [3801] "eww" "exact"
## [3803] "exactly" "exactly like"
## [3805] "exam" "examine"
## [3807] "examined" "example"
## [3809] "examples" "exams"
## [3811] "excellence" "excellent"
## [3813] "except" "exception"
## [3815] "exceptional" "excess"
## [3817] "exchange" "exchanged"
## [3819] "excited" "excited new"
## [3821] "excited see" "excitement"
## [3823] "exciting" "exclusive"
## [3825] "exclusively" "excuse"
## [3827] "excuses" "exec"
## [3829] "executive" "executives"
## [3831] "exercise" "exercises"
## [3833] "exercising" "exhaust"
## [3835] "exhausted" "exhausting"
## [3837] "exhibit" "exhibition"
## [3839] "exist" "existed"
## [3841] "existence" "existing"
## [3843] "exists" "exit"
## [3845] "exotic" "expand"
## [3847] "expanded" "expanding"
## [3849] "expansion" "expect"
## [3851] "expectation" "expectations"
## [3853] "expected" "expecting"
## [3855] "expects" "expense"
## [3857] "expenses" "expensive"
## [3859] "experience" "experienced"
## [3861] "experiences" "experiencing"
## [3863] "experiment" "experimental"
## [3865] "experimenting" "experiments"
## [3867] "expert" "expertise"
## [3869] "experts" "explain"
## [3871] "explained" "explaining"
## [3873] "explains" "explanation"
## [3875] "explode" "exploration"
## [3877] "explore" "explores"
## [3879] "exploring" "explosion"
## [3881] "expo" "expose"
## [3883] "exposed" "exposing"
## [3885] "exposure" "express"
## [3887] "expressed" "expression"
## [3889] "expressions" "extend"
## [3891] "extended" "extending"
## [3893] "extension" "extensive"
## [3895] "extent" "exterior"
## [3897] "external" "extra"
## [3899] "extra time" "extract"
## [3901] "extraordinary" "extras"
## [3903] "extreme" "extremely"
## [3905] "eye" "eyebrows"
## [3907] "eyed" "eyes"
## [3909] "eyes open" "fab"
## [3911] "fabric" "fabrics"
## [3913] "fabulous" "face"
## [3915] "facebook" "facebook page"
## [3917] "facebook twitter" "faced"
## [3919] "faces" "facial"
## [3921] "facilities" "facility"
## [3923] "facing" "fact"
## [3925] "fact think" "factor"
## [3927] "factors" "factory"
## [3929] "facts" "faculty"
## [3931] "fade" "faded"
## [3933] "fail" "failed"
## [3935] "failing" "fails"
## [3937] "failure" "failures"
## [3939] "faint" "fair"
## [3941] "fairies" "fairly"
## [3943] "fairy" "faith"
## [3945] "faithful" "fake"
## [3947] "falcons" "fall"
## [3949] "fall asleep" "fall love"
## [3951] "fallen" "falling"
## [3953] "falling apart" "falling love"
## [3955] "falls" "false"
## [3957] "fam" "fame"
## [3959] "familiar" "families"
## [3961] "family" "family friends"
## [3963] "family guy" "family member"
## [3965] "family members" "family will"
## [3967] "familys" "famous"
## [3969] "fan" "fancy"
## [3971] "fans" "fantastic"
## [3973] "fantasy" "far"
## [3975] "far away" "far better"
## [3977] "far can" "far good"
## [3979] "fare" "farewell"
## [3981] "farm" "farmer"
## [3983] "farmers" "farmers market"
## [3985] "farming" "farms"
## [3987] "fascinated" "fascinating"
## [3989] "fashion" "fashion show"
## [3991] "fast" "fast food"
## [3993] "fast forward" "faster"
## [3995] "fastest" "fat"
## [3997] "fatal" "fate"
## [3999] "father" "father’s"
## [4001] "fathers" "fathers day"
## [4003] "fatigue" "fault"
## [4005] "faults" "fav"
## [4007] "fave" "favor"
## [4009] "favorite" "favorite movie"
## [4011] "favorite part" "favorite song"
## [4013] "favorite things" "favorites"
## [4015] "favour" "favourite"
## [4017] "favre" "fbi"
## [4019] "fck" "fda"
## [4021] "fear" "fearless"
## [4023] "fears" "feast"
## [4025] "feat" "feather"
## [4027] "feathers" "feature"
## [4029] "featured" "features"
## [4031] "featuring" "feb"
## [4033] "february" "fed"
## [4035] "federal" "federal government"
## [4037] "fee" "feed"
## [4039] "feedback" "feeding"
## [4041] "feeds" "feel"
## [4043] "feel bad" "feel better"
## [4045] "feel free" "feel good"
## [4047] "feel like" "feel like im"
## [4049] "feel little" "feel much"
## [4051] "feel much better" "feel need"
## [4053] "feel really" "feel right"
## [4055] "feel special" "feel way"
## [4057] "feelin" "feeling"
## [4059] "feeling better" "feeling good"
## [4061] "feeling like" "feelings"
## [4063] "feels" "feels good"
## [4065] "feels like" "fees"
## [4067] "feet" "fell"
## [4069] "fell asleep" "fell love"
## [4071] "fellow" "felony"
## [4073] "felt" "felt like"
## [4075] "female" "females"
## [4077] "feminine" "feminist"
## [4079] "fence" "ferry"
## [4081] "fest" "festival"
## [4083] "festivals" "fever"
## [4085] "fewer" "fiber"
## [4087] "fiction" "fictional"
## [4089] "field" "field trip"
## [4091] "fields" "fierce"
## [4093] "fiesta" "fifteen"
## [4095] "fifth" "fifty"
## [4097] "fight" "fighter"
## [4099] "fighters" "fighting"
## [4101] "fights" "figure"
## [4103] "figured" "figures"
## [4105] "figuring" "file"
## [4107] "filed" "files"
## [4109] "filing" "fill"
## [4111] "filled" "filling"
## [4113] "film" "film festival"
## [4115] "filmed" "filming"
## [4117] "filmmakers" "films"
## [4119] "filter" "filthy"
## [4121] "final" "final four"
## [4123] "finale" "finally"
## [4125] "finally found" "finally get"
## [4127] "finally getting" "finally got"
## [4129] "finals" "finance"
## [4131] "financial" "financially"
## [4133] "find" "find another"
## [4135] "find new" "find one"
## [4137] "find someone" "find something"
## [4139] "find time" "find way"
## [4141] "finding" "findings"
## [4143] "finds" "fine"
## [4145] "finest" "finger"
## [4147] "fingers" "fingers crossed"
## [4149] "finish" "finish line"
## [4151] "finished" "finished reading"
## [4153] "finishes" "finishing"
## [4155] "finna" "fire"
## [4157] "fired" "firefighters"
## [4159] "fireplace" "fires"
## [4161] "fireworks" "firing"
## [4163] "firm" "firmly"
## [4165] "firms" "first"
## [4167] "first book" "first class"
## [4169] "first day" "first half"
## [4171] "first name" "first novel"
## [4173] "first one" "first person"
## [4175] "first place" "first round"
## [4177] "first second" "first started"
## [4179] "first step" "first thing"
## [4181] "first thought" "first three"
## [4183] "first time" "first two"
## [4185] "first week" "first year"
## [4187] "fiscal" "fish"
## [4189] "fisher" "fishing"
## [4191] "fist" "fit"
## [4193] "fitness" "fits"
## [4195] "fitted" "fitting"
## [4197] "five" "five years"
## [4199] "fix" "fixed"
## [4201] "fixing" "flag"
## [4203] "flags" "flame"
## [4205] "flash" "flat"
## [4207] "flats" "flavor"
## [4209] "flavored" "flavors"
## [4211] "flavour" "flawed"
## [4213] "flawless" "flaws"
## [4215] "flee" "fleet"
## [4217] "flesh" "flew"
## [4219] "flexible" "flick"
## [4221] "flies" "flight"
## [4223] "flights" "flip"
## [4225] "flipped" "flipping"
## [4227] "flips" "flirting"
## [4229] "float" "floating"
## [4231] "flock" "flood"
## [4233] "flooded" "flooding"
## [4235] "floor" "flop"
## [4237] "floral" "florence"
## [4239] "florida" "flour"
## [4241] "flow" "flower"
## [4243] "flowers" "flowing"
## [4245] "flown" "flows"
## [4247] "floyd" "flu"
## [4249] "fluff" "fluffy"
## [4251] "fluid" "fly"
## [4253] "flyers" "flying"
## [4255] "fml" "foam"
## [4257] "focus" "focused"
## [4259] "focuses" "focusing"
## [4261] "fog" "foil"
## [4263] "fold" "folded"
## [4265] "folder" "folk"
## [4267] "folks" "follow"
## [4269] "follow back" "follow follow"
## [4271] "follow hope" "follow im"
## [4273] "follow love" "follow please"
## [4275] "follow u" "follow us"
## [4277] "follow will" "followback"
## [4279] "followed" "followed back"
## [4281] "follower" "followers"
## [4283] "followfriday" "following"
## [4285] "following back" "following us"
## [4287] "follows" "followup"
## [4289] "fond" "font"
## [4291] "food" "food truck"
## [4293] "foods" "fool"
## [4295] "foolish" "fools"
## [4297] "foot" "footage"
## [4299] "football" "forbidden"
## [4301] "force" "forced"
## [4303] "forces" "forcing"
## [4305] "ford" "forecast"
## [4307] "forehead" "foreign"
## [4309] "forest" "forever"
## [4311] "forget" "forgetting"
## [4313] "forgive" "forgiven"
## [4315] "forgiveness" "forgot"
## [4317] "forgotten" "fork"
## [4319] "form" "formal"
## [4321] "format" "formation"
## [4323] "formed" "former"
## [4325] "formerly" "forming"
## [4327] "forms" "formula"
## [4329] "fort" "forth"
## [4331] "forthcoming" "fortunate"
## [4333] "fortunately" "fortune"
## [4335] "forty" "forum"
## [4337] "forward" "forward hearing"
## [4339] "forward next" "forward seeing"
## [4341] "foster" "fought"
## [4343] "foul" "found"
## [4345] "found one" "foundation"
## [4347] "founded" "founder"
## [4349] "founders" "fountain"
## [4351] "four" "four days"
## [4353] "four hours" "four years"
## [4355] "foursquare" "fourth"
## [4357] "fox" "fraction"
## [4359] "fragile" "frame"
## [4361] "framed" "frames"
## [4363] "framework" "france"
## [4365] "frances" "franchise"
## [4367] "francis" "francisco"
## [4369] "frank" "frankenstein"
## [4371] "franklin" "frankly"
## [4373] "fraud" "freak"
## [4375] "freaked" "freakin"
## [4377] "freaking" "freaks"
## [4379] "fred" "freddie"
## [4381] "free" "free food"
## [4383] "free time" "freedom"
## [4385] "freelance" "freely"
## [4387] "freeway" "freeze"
## [4389] "freezer" "freezing"
## [4391] "french" "frequent"
## [4393] "frequently" "fresh"
## [4395] "freshly" "freshman"
## [4397] "fri" "friday"
## [4399] "friday morning" "friday night"
## [4401] "friday th" "fridays"
## [4403] "fridge" "fried"
## [4405] "friend" "friend mine"
## [4407] "friendly" "friends"
## [4409] "friends family" "friends follow"
## [4411] "friends like" "friendship"
## [4413] "fries" "friggin"
## [4415] "frightened" "frightening"
## [4417] "fringe" "frog"
## [4419] "front" "front door"
## [4421] "frosting" "frozen"
## [4423] "fruit" "fruits"
## [4425] "frustrated" "frustrating"
## [4427] "frustration" "fry"
## [4429] "frying" "ftw"
## [4431] "fuck" "fucked"
## [4433] "fuckin" "fucking"
## [4435] "fucks" "fudge"
## [4437] "fuel" "fulfill"
## [4439] "fulfilled" "fulfilling"
## [4441] "full" "full length"
## [4443] "full time" "fuller"
## [4445] "fulltime" "fully"
## [4447] "fun" "fun night"
## [4449] "function" "functional"
## [4451] "functioning" "functions"
## [4453] "fund" "fundamental"
## [4455] "fundamentally" "funded"
## [4457] "funding" "fundraiser"
## [4459] "fundraising" "funds"
## [4461] "funeral" "funk"
## [4463] "funky" "funnier"
## [4465] "funniest" "funny"
## [4467] "funny thing" "furniture"
## [4469] "furthermore" "fury"
## [4471] "future" "futures"
## [4473] "fuzzy" "fwd"
## [4475] "fyi" "gabriel"
## [4477] "gaga" "gah"
## [4479] "gain" "gained"
## [4481] "gaining" "gains"
## [4483] "gal" "gala"
## [4485] "galaxy" "gallery"
## [4487] "gallon" "gals"
## [4489] "gambling" "game"
## [4491] "game thrones" "game time"
## [4493] "game tonight" "games"
## [4495] "gaming" "gang"
## [4497] "gangsta" "gap"
## [4499] "garage" "garbage"
## [4501] "garcia" "garden"
## [4503] "gardening" "gardens"
## [4505] "garlic" "garnish"
## [4507] "gary" "gas"
## [4509] "gas station" "gasoline"
## [4511] "gate" "gates"
## [4513] "gateway" "gather"
## [4515] "gathered" "gathering"
## [4517] "gauge" "gave"
## [4519] "gave us" "gay"
## [4521] "gay marriage" "gaze"
## [4523] "gear" "gearing"
## [4525] "gee" "geek"
## [4527] "geez" "gel"
## [4529] "gem" "gems"
## [4531] "gen" "gender"
## [4533] "gene" "genealogy"
## [4535] "general" "generally"
## [4537] "generate" "generated"
## [4539] "generation" "generations"
## [4541] "generic" "generous"
## [4543] "generously" "genesis"
## [4545] "genius" "genre"
## [4547] "genres" "gentle"
## [4549] "gentleman" "gentlemen"
## [4551] "gently" "genuine"
## [4553] "genuinely" "george"
## [4555] "georgetown" "georgia"
## [4557] "german" "germany"
## [4559] "gesture" "gestures"
## [4561] "get" "get another"
## [4563] "get around" "get ass"
## [4565] "get away" "get back"
## [4567] "get best" "get better"
## [4569] "get car" "get caught"
## [4571] "get chance" "get done"
## [4573] "get early" "get em"
## [4575] "get enough" "get excited"
## [4577] "get first" "get follow"
## [4579] "get followers" "get free"
## [4581] "get get" "get girl"
## [4583] "get go" "get going"
## [4585] "get good" "get great"
## [4587] "get hands" "get hold"
## [4589] "get home" "get hurt"
## [4591] "get idea" "get job"
## [4593] "get know" "get little"
## [4595] "get lost" "get lot"
## [4597] "get mad" "get many"
## [4599] "get married" "get meet"
## [4601] "get money" "get much"
## [4603] "get new" "get older"
## [4605] "get one" "get paid"
## [4607] "get past" "get people"
## [4609] "get ready" "get real"
## [4611] "get really" "get rid"
## [4613] "get right" "get see"
## [4615] "get shit" "get sick"
## [4617] "get sleep" "get something"
## [4619] "get started" "get stuck"
## [4621] "get things" "get tickets"
## [4623] "get time" "get tired"
## [4625] "get together" "get u"
## [4627] "get us" "get used"
## [4629] "get way" "get work"
## [4631] "get wrong" "gets"
## [4633] "gets better" "gettin"
## [4635] "getting" "getting back"
## [4637] "getting better" "getting close"
## [4639] "getting married" "getting old"
## [4641] "getting ready" "getting sick"
## [4643] "ghetto" "ghost"
## [4645] "ghosts" "giant"
## [4647] "giants" "gift"
## [4649] "gift card" "gift certificate"
## [4651] "gifted" "gifts"
## [4653] "gig" "gigantic"
## [4655] "giggle" "gigs"
## [4657] "gin" "ginger"
## [4659] "gingerbread" "gingrich"
## [4661] "girl" "girl scout"
## [4663] "girlfriend" "girlfriends"
## [4665] "girls" "girly"
## [4667] "give" "give away"
## [4669] "give back" "give fuck"
## [4671] "give little" "give one"
## [4673] "give something" "give thanks"
## [4675] "give time" "give try"
## [4677] "give u" "give us"
## [4679] "giveaway" "giveaways"
## [4681] "given" "gives"
## [4683] "gives us" "giving"
## [4685] "giving away" "glad"
## [4687] "glad enjoyed" "glad hear"
## [4689] "glad like" "glad liked"
## [4691] "glad see" "glad u"
## [4693] "glad youre" "gladly"
## [4695] "glamorous" "glance"
## [4697] "glasgow" "glass"
## [4699] "glass wine" "glasses"
## [4701] "glaze" "glee"
## [4703] "glen" "glenn"
## [4705] "glimpse" "glitter"
## [4707] "global" "global warming"
## [4709] "globe" "glorious"
## [4711] "glory" "gloss"
## [4713] "glove" "gloves"
## [4715] "glow" "glue"
## [4717] "glued" "gluten"
## [4719] "gmail" "go ahead"
## [4721] "go around" "go away"
## [4723] "go back" "go back sleep"
## [4725] "go bed" "go buy"
## [4727] "go check" "go crazy"
## [4729] "go follow" "go get"
## [4731] "go go" "go hard"
## [4733] "go home" "go look"
## [4735] "go now" "go one"
## [4737] "go outside" "go pack"
## [4739] "go school" "go see"
## [4741] "go shopping" "go sleep"
## [4743] "go way" "go well"
## [4745] "go work" "go wrong"
## [4747] "goal" "goals"
## [4749] "goat" "goats"
## [4751] "god" "god bless"
## [4753] "god damn" "god god"
## [4755] "god good" "god knows"
## [4757] "god will" "god’s"
## [4759] "god”" "goddess"
## [4761] "gods" "goes"
## [4763] "goes long" "goin"
## [4765] "going" "going around"
## [4767] "going ask" "going back"
## [4769] "going bed" "going crazy"
## [4771] "going get" "going give"
## [4773] "going go" "going good"
## [4775] "going great" "going happen"
## [4777] "going home" "going keep"
## [4779] "going like" "going make"
## [4781] "going miss" "going need"
## [4783] "going right" "going right now"
## [4785] "going run" "going say"
## [4787] "going school" "going see"
## [4789] "going sleep" "going start"
## [4791] "going take" "going tonight"
## [4793] "going try" "going well"
## [4795] "going win" "going work"
## [4797] "gold" "gold cup"
## [4799] "golden" "golf"
## [4801] "gomez" "gon"
## [4803] "gone" "gonna"
## [4805] "gonna get" "gonna go"
## [4807] "gonna great" "gonna make"
## [4809] "gonna miss" "gonna take"
## [4811] "goo" "good"
## [4813] "good afternoon" "good bad"
## [4815] "good book" "good call"
## [4817] "good day" "good deal"
## [4819] "good enough" "good food"
## [4821] "good friend" "good friends"
## [4823] "good good" "good guy"
## [4825] "good health" "good hear"
## [4827] "good idea" "good job"
## [4829] "good just" "good know"
## [4831] "good look" "good luck"
## [4833] "good man" "good morning"
## [4835] "good morning everyone" "good news"
## [4837] "good night" "good now"
## [4839] "good one" "good ones"
## [4841] "good people" "good point"
## [4843] "good reason" "good right"
## [4845] "good see" "good start"
## [4847] "good stuff" "good thing"
## [4849] "good things" "good time"
## [4851] "good times" "good u"
## [4853] "good way" "good week"
## [4855] "good weekend" "good work"
## [4857] "goodbye" "goodies"
## [4859] "goodman" "goodmorning"
## [4861] "goodness" "goodnight"
## [4863] "goods" "google"
## [4865] "google voice" "googles"
## [4867] "goose" "gop"
## [4869] "gordon" "gore"
## [4871] "gorgeous" "gorgeous day"
## [4873] "gosh" "gospel"
## [4875] "gossip" "got"
## [4877] "got back" "got call"
## [4879] "got done" "got get"
## [4881] "got go" "got good"
## [4883] "got great" "got home"
## [4885] "got little" "got lot"
## [4887] "got much" "got new"
## [4889] "got one" "got phone"
## [4891] "got really" "got right"
## [4893] "got see" "got work"
## [4895] "gotcha" "gothic"
## [4897] "goto" "gotta"
## [4899] "gotta get" "gotta go"
## [4901] "gotta love" "gotta make"
## [4903] "gotten" "gov"
## [4905] "governance" "government"
## [4907] "governments" "governor"
## [4909] "govt" "gps"
## [4911] "grab" "grabbed"
## [4913] "grabbing" "grabs"
## [4915] "grace" "gracious"
## [4917] "grad" "grad school"
## [4919] "grade" "grades"
## [4921] "grading" "grads"
## [4923] "gradually" "graduate"
## [4925] "graduated" "graduates"
## [4927] "graduating" "graduation"
## [4929] "graham" "grain"
## [4931] "grains" "grammar"
## [4933] "grammy" "grand"
## [4935] "grand opening" "grandchildren"
## [4937] "granddaughter" "grandfather"
## [4939] "grandma" "grandmas"
## [4941] "grandmother" "grandpa"
## [4943] "grandparents" "granny"
## [4945] "grant" "granted"
## [4947] "grape" "grapes"
## [4949] "graphic" "graphics"
## [4951] "grasp" "grass"
## [4953] "grated" "grateful"
## [4955] "gratitude" "grave"
## [4957] "gravy" "gray"
## [4959] "great" "great book"
## [4961] "great day" "great deal"
## [4963] "great event" "great game"
## [4965] "great idea" "great job"
## [4967] "great just" "great meet"
## [4969] "great meeting" "great music"
## [4971] "great new" "great news"
## [4973] "great night" "great one"
## [4975] "great people" "great place"
## [4977] "great see" "great seeing"
## [4979] "great show" "great start"
## [4981] "great story" "great stuff"
## [4983] "great success" "great thing"
## [4985] "great things" "great time"
## [4987] "great way" "great week"
## [4989] "great weekend" "great work"
## [4991] "greater" "greatest"
## [4993] "greatest thing" "greatly"
## [4995] "greatness" "greece"
## [4997] "greed" "greedy"
## [4999] "greek" "green"
## [5001] "green bay" "greene"
## [5003] "greenhouse" "greens"
## [5005] "greet" "greeted"
## [5007] "greeting" "greetings"
## [5009] "greg" "gregory"
## [5011] "grew" "grey"
## [5013] "grid" "grief"
## [5015] "griffin" "grill"
## [5017] "grilled" "grilled cheese"
## [5019] "grin" "grind"
## [5021] "grip" "groceries"
## [5023] "grocery" "grocery shopping"
## [5025] "grocery store" "grog"
## [5027] "gross" "ground"
## [5029] "grounds" "group"
## [5031] "groupon" "groups"
## [5033] "grove" "grow"
## [5035] "growing" "grown"
## [5037] "grows" "growth"
## [5039] "grumpy" "guarantee"
## [5041] "guarantees" "guard"
## [5043] "guardian" "guards"
## [5045] "guess" "guess ill"
## [5047] "guess im" "guessed"
## [5049] "guessing" "guest"
## [5051] "guests" "guidance"
## [5053] "guide" "guidelines"
## [5055] "guides" "guilt"
## [5057] "guilty" "guilty pleasure"
## [5059] "guitar" "guitarist"
## [5061] "guitars" "gulf"
## [5063] "gum" "gun"
## [5065] "gunna" "guns"
## [5067] "guru" "gut"
## [5069] "guts" "guy"
## [5071] "guys" "guys just"
## [5073] "guys think" "gym"
## [5075] "ha ha" "ha ha ha"
## [5077] "habit" "habitat"
## [5079] "habits" "hack"
## [5081] "hacked" "hacking"
## [5083] "hadn’t" "hadnt"
## [5085] "hah" "haha"
## [5087] "haha good" "haha im"
## [5089] "haha just" "haha love"
## [5091] "haha thats" "haha well"
## [5093] "haha yes" "hahah"
## [5095] "hahaha" "hahahah"
## [5097] "hahahaha" "haiku"
## [5099] "hail" "hair"
## [5101] "haircut" "hairy"
## [5103] "haiti" "half"
## [5105] "half hour" "half marathon"
## [5107] "half time" "half way"
## [5109] "halftime" "halfway"
## [5111] "hall" "halloween"
## [5113] "hallway" "halt"
## [5115] "ham" "hamilton"
## [5117] "hammer" "hand"
## [5119] "handed" "handful"
## [5121] "handle" "handled"
## [5123] "handles" "handling"
## [5125] "handmade" "hands"
## [5127] "handsome" "handy"
## [5129] "hang" "hanging"
## [5131] "hangover" "hangs"
## [5133] "hannah" "happen"
## [5135] "happened" "happening"
## [5137] "happens" "happier"
## [5139] "happiest" "happily"
## [5141] "happiness" "happy"
## [5143] "happy bday" "happy birthday"
## [5145] "happy easter" "happy friday"
## [5147] "happy holidays" "happy hour"
## [5149] "happy hump" "happy monday"
## [5151] "happy mothers" "happy mothers day"
## [5153] "happy national" "happy new"
## [5155] "happy new year" "happy see"
## [5157] "happy st" "happy th"
## [5159] "happy thanksgiving" "happy tuesday"
## [5161] "happy valentines" "happy valentines day"
## [5163] "harbor" "hard"
## [5165] "hard believe" "hard find"
## [5167] "hard get" "hard rock"
## [5169] "hard time" "hard work"
## [5171] "hard working" "hardcore"
## [5173] "harder" "hardest"
## [5175] "hardest thing" "hardly"
## [5177] "hardware" "hardy"
## [5179] "harm" "harmony"
## [5181] "harper" "harris"
## [5183] "harrison" "harry"
## [5185] "harry potter" "harsh"
## [5187] "hart" "harvard"
## [5189] "harvest" "hash"
## [5191] "hashtag" "hasn’t"
## [5193] "hasnt" "hat"
## [5195] "hatch" "hate"
## [5197] "hate people" "hated"
## [5199] "hater" "haters"
## [5201] "hates" "hath"
## [5203] "hating" "hatred"
## [5205] "hats" "haunted"
## [5207] "haven" "haven’t"
## [5209] "havent" "havent done"
## [5211] "havent even" "havent heard"
## [5213] "havent read" "havent seen"
## [5215] "havoc" "hawaii"
## [5217] "hawaiian" "hawks"
## [5219] "hay" "hayes"
## [5221] "hazard" "hbo"
## [5223] "head" "head back"
## [5225] "head coach" "headache"
## [5227] "headed" "headed back"
## [5229] "header" "heading"
## [5231] "heading home" "headline"
## [5233] "headlines" "headphones"
## [5235] "headquarters" "heads"
## [5237] "heal" "healing"
## [5239] "health" "health care"
## [5241] "health insurance" "healthcare"
## [5243] "healthier" "healthy"
## [5245] "hear" "hear new"
## [5247] "heard" "hearing"
## [5249] "hears" "heart"
## [5251] "heart attack" "heartbeat"
## [5253] "heartfelt" "hearts"
## [5255] "heat" "heated"
## [5257] "heather" "heating"
## [5259] "heaven" "heavenly"
## [5261] "heavens" "heavier"
## [5263] "heavily" "heavy"
## [5265] "heck" "hed"
## [5267] "hee" "heed"
## [5269] "heel" "heels"
## [5271] "heh" "hehe"
## [5273] "hehehe" "height"
## [5275] "heights" "held"
## [5277] "helen" "helicopter"
## [5279] "helicopters" "hell"
## [5281] "hell yea" "hell yeah"
## [5283] "hella" "hello"
## [5285] "hello everyone" "help"
## [5287] "help find" "help get"
## [5289] "help keep" "help make"
## [5291] "help others" "help us"
## [5293] "helped" "helpful"
## [5295] "helping" "helps"
## [5297] "hem" "hence"
## [5299] "henry" "herald"
## [5301] "herb" "herbal"
## [5303] "herbs" "heres"
## [5305] "heres hoping" "heritage"
## [5307] "hero" "heroes"
## [5309] "heroic" "heroine"
## [5311] "hes" "hes got"
## [5313] "hes just" "hes still"
## [5315] "heshe" "hesitate"
## [5317] "hey" "hey can"
## [5319] "hey everyone" "hey guys"
## [5321] "hey hey" "hey im"
## [5323] "hey just" "hey thanks"
## [5325] "hey whats" "heyy"
## [5327] "hidden" "hide"
## [5329] "hiding" "high"
## [5331] "high quality" "high school"
## [5333] "higher" "higher education"
## [5335] "highest" "highlight"
## [5337] "highlighted" "highlights"
## [5339] "highly" "highly recommend"
## [5341] "highs" "highway"
## [5343] "highways" "hike"
## [5345] "hiking" "hilarious"
## [5347] "hill" "hills"
## [5349] "hint" "hip"
## [5351] "hip hop" "hiphop"
## [5353] "hips" "hire"
## [5355] "hired" "hiring"
## [5357] "hispanic" "historian"
## [5359] "historians" "historic"
## [5361] "historical" "historically"
## [5363] "history" "hit"
## [5365] "hitch" "hitler"
## [5367] "hits" "hitting"
## [5369] "hiv" "hmm"
## [5371] "hobby" "hockey"
## [5373] "hoe" "hoes"
## [5375] "hoffman" "hold"
## [5377] "holder" "holding"
## [5379] "holds" "hole"
## [5381] "holes" "holiday"
## [5383] "holiday season" "holiday weekend"
## [5385] "holidays" "holla"
## [5387] "holland" "hollow"
## [5389] "hollywood" "holmes"
## [5391] "holocaust" "holy"
## [5393] "holy crap" "holy shit"
## [5395] "holy spirit" "home"
## [5397] "home alone" "home now"
## [5399] "home run" "home work"
## [5401] "homeland" "homeless"
## [5403] "homemade" "homer"
## [5405] "homes" "hometown"
## [5407] "homework" "homicide"
## [5409] "homie" "homophobic"
## [5411] "honda" "honest"
## [5413] "honestly" "honesty"
## [5415] "honey" "hong"
## [5417] "hong kong" "honor"
## [5419] "honored" "honoring"
## [5421] "honors" "honour"
## [5423] "hoo" "hood"
## [5425] "hoodie" "hook"
## [5427] "hooked" "hoop"
## [5429] "hooray" "hoot"
## [5431] "hop" "hope"
## [5433] "hope can" "hope enjoy"
## [5435] "hope enjoyed" "hope everyone"
## [5437] "hope everyone great" "hope get"
## [5439] "hope good" "hope great"
## [5441] "hope great day" "hope like"
## [5443] "hope see" "hope u"
## [5445] "hope well" "hope will"
## [5447] "hope wonderful" "hope youll"
## [5449] "hope youre" "hoped"
## [5451] "hopeful" "hopefully"
## [5453] "hopefully will" "hopeless"
## [5455] "hopes" "hoping"
## [5457] "hopped" "hopping"
## [5459] "hops" "horizon"
## [5461] "horn" "horny"
## [5463] "horrible" "horrific"
## [5465] "horror" "horse"
## [5467] "horses" "hospital"
## [5469] "hospitality" "hospitals"
## [5471] "host" "hosted"
## [5473] "hostel" "hosting"
## [5475] "hosts" "hot"
## [5477] "hot chocolate" "hot dog"
## [5479] "hot dogs" "hotel"
## [5481] "hotels" "hottest"
## [5483] "hour" "hour day"
## [5485] "hours" "hours day"
## [5487] "hours later" "hours sleep"
## [5489] "house" "household"
## [5491] "houses" "housewives"
## [5493] "housing" "houston"
## [5495] "howard" "however"
## [5497] "hows" "hrs"
## [5499] "hub" "hubby"
## [5501] "hubs" "hudson"
## [5503] "huffington" "hug"
## [5505] "huge" "huge fan"
## [5507] "hugely" "hugh"
## [5509] "hughes" "hugs"
## [5511] "huh" "hulk"
## [5513] "hulu" "human"
## [5515] "human beings" "human rights"
## [5517] "humanity" "humans"
## [5519] "humble" "humor"
## [5521] "humorous" "humour"
## [5523] "hump" "hump day"
## [5525] "hun" "hundred"
## [5527] "hundreds" "hung"
## [5529] "hunger" "hunger games"
## [5531] "hungover" "hungry"
## [5533] "hunt" "hunter"
## [5535] "hunters" "hunting"
## [5537] "hurdle" "hurricane"
## [5539] "hurry" "hurt"
## [5541] "hurting" "hurts"
## [5543] "husband" "husband’s"
## [5545] "husbands" "hush"
## [5547] "hustle" "hybrid"
## [5549] "hyde" "hype"
## [5551] "hysterical" "ian"
## [5553] "ice" "ice cream"
## [5555] "icecream" "iced"
## [5557] "icing" "icon"
## [5559] "iconic" "id like"
## [5561] "id love" "id never"
## [5563] "id rather" "id say"
## [5565] "idea" "ideal"
## [5567] "ideas" "identical"
## [5569] "identified" "identify"
## [5571] "identity" "ideology"
## [5573] "idiot" "idiots"
## [5575] "idk" "idol"
## [5577] "ignorance" "ignorant"
## [5579] "ignore" "ignored"
## [5581] "ignoring" "iii"
## [5583] "ikr" "ill"
## [5585] "ill able" "ill back"
## [5587] "ill check" "ill get"
## [5589] "ill give" "ill go"
## [5591] "ill just" "ill keep"
## [5593] "ill let" "ill make"
## [5595] "ill never" "ill probably"
## [5597] "ill say" "ill see"
## [5599] "ill send" "ill take"
## [5601] "ill tell" "ill try"
## [5603] "illegal" "illinois"
## [5605] "illness" "illustration"
## [5607] "illustrations" "im actually"
## [5609] "im afraid" "im almost"
## [5611] "im already" "im also"
## [5613] "im always" "im back"
## [5615] "im big" "im bored"
## [5617] "im bout" "im coming"
## [5619] "im confused" "im done"
## [5621] "im dying" "im enjoying"
## [5623] "im even" "im excited"
## [5625] "im excited see" "im feeling"
## [5627] "im finally" "im fine"
## [5629] "im following" "im fucking"
## [5631] "im getting" "im giving"
## [5633] "im glad" "im going"
## [5635] "im going go" "im gonna"
## [5637] "im good" "im great"
## [5639] "im guessing" "im happy"
## [5641] "im home" "im hoping"
## [5643] "im jealous" "im just"
## [5645] "im kinda" "im late"
## [5647] "im lazy" "im like"
## [5649] "im listening" "im little"
## [5651] "im looking" "im looking forward"
## [5653] "im love" "im loving"
## [5655] "im lucky" "im mad"
## [5657] "im making" "im never"
## [5659] "im now" "im officially"
## [5661] "im one" "im pretty"
## [5663] "im pretty sure" "im proud"
## [5665] "im ready" "im really"
## [5667] "im right" "im sad"
## [5669] "im saying" "im scared"
## [5671] "im sick" "im sitting"
## [5673] "im sorry" "im starting"
## [5675] "im still" "im sure"
## [5677] "im sure will" "im surprised"
## [5679] "im taking" "im talking"
## [5681] "im thankful" "im thinking"
## [5683] "im tired" "im totally"
## [5685] "im trying" "im using"
## [5687] "im waiting" "im watching"
## [5689] "im way" "im wearing"
## [5691] "im working" "im writing"
## [5693] "ima" "image"
## [5695] "imagery" "images"
## [5697] "imaginary" "imagination"
## [5699] "imagine" "imagined"
## [5701] "imagining" "imho"
## [5703] "imma" "immature"
## [5705] "immediate" "immediately"
## [5707] "immense" "immensely"
## [5709] "immigrant" "immigrants"
## [5711] "immigration" "immune"
## [5713] "impact" "imperial"
## [5715] "implement" "implemented"
## [5717] "implications" "implied"
## [5719] "imply" "importance"
## [5721] "important" "important part"
## [5723] "important thing" "important things"
## [5725] "importantly" "impossible"
## [5727] "impress" "impressed"
## [5729] "impression" "impressions"
## [5731] "impressive" "improve"
## [5733] "improved" "improvement"
## [5735] "impulse" "inappropriate"
## [5737] "inbox" "inc"
## [5739] "incentive" "incentives"
## [5741] "inch" "inches"
## [5743] "incident" "inclined"
## [5745] "include" "included"
## [5747] "includes" "including"
## [5749] "income" "incoming"
## [5751] "incorporate" "incorporated"
## [5753] "incorporated item" "incorporated item c"
## [5755] "incorrect" "incorrectly"
## [5757] "increase" "increased"
## [5759] "increases" "increasing"
## [5761] "increasingly" "incredible"
## [5763] "incredibly" "indeed"
## [5765] "independence" "independent"
## [5767] "index" "india"
## [5769] "indian" "indiana"
## [5771] "indianapolis" "indians"
## [5773] "indicate" "indicated"
## [5775] "indicates" "indication"
## [5777] "indicators" "indie"
## [5779] "indigenous" "individual"
## [5781] "individually" "individuals"
## [5783] "indoor" "indoors"
## [5785] "indulge" "industrial"
## [5787] "industry" "indy"
## [5789] "inevitable" "inevitably"
## [5791] "infected" "infection"
## [5793] "infections" "infinite"
## [5795] "influence" "influenced"
## [5797] "influences" "influential"
## [5799] "info" "inform"
## [5801] "informal" "information"
## [5803] "informative" "informed"
## [5805] "infrastructure" "infringement"
## [5807] "ingram" "ingredient"
## [5809] "ingredients" "inhabitants"
## [5811] "initial" "initially"
## [5813] "initiative" "initiatives"
## [5815] "injured" "injuries"
## [5817] "injury" "injustice"
## [5819] "ink" "inked"
## [5821] "inks" "inlaws"
## [5823] "inn" "inner"
## [5825] "inning" "innings"
## [5827] "innocent" "innovation"
## [5829] "innovative" "input"
## [5831] "inquiry" "insane"
## [5833] "insanely" "insanity"
## [5835] "insecure" "insecurity"
## [5837] "insert" "inside"
## [5839] "insight" "insightful"
## [5841] "insights" "insignificant"
## [5843] "insist" "insisted"
## [5845] "insomnia" "inspiration"
## [5847] "inspirational" "inspire"
## [5849] "inspired" "inspires"
## [5851] "inspiring" "instagram"
## [5853] "install" "installation"
## [5855] "installed" "instance"
## [5857] "instances" "instant"
## [5859] "instantly" "instead"
## [5861] "instinct" "institute"
## [5863] "institution" "institutions"
## [5865] "instructed" "instruction"
## [5867] "instructions" "instructor"
## [5869] "instrument" "instrumental"
## [5871] "instruments" "insurance"
## [5873] "intact" "integrate"
## [5875] "integrated" "integration"
## [5877] "integrity" "intel"
## [5879] "intellectual" "intellectual property"
## [5881] "intelligence" "intelligent"
## [5883] "intend" "intended"
## [5885] "intense" "intensity"
## [5887] "intensive" "intent"
## [5889] "intention" "intentional"
## [5891] "intentions" "interact"
## [5893] "interaction" "interactions"
## [5895] "interactive" "interest"
## [5897] "interested" "interesting"
## [5899] "interesting see" "interestingly"
## [5901] "interests" "interests vested"
## [5903] "interests vested interests" "interface"
## [5905] "interior" "intern"
## [5907] "internal" "international"
## [5909] "internet" "interns"
## [5911] "internship" "interpret"
## [5913] "interpretation" "intervention"
## [5915] "interview" "interviewed"
## [5917] "interviewing" "interviews"
## [5919] "intimacy" "intimate"
## [5921] "intrigued" "intriguing"
## [5923] "intro" "introduce"
## [5925] "introduced" "introducing"
## [5927] "introduction" "invasion"
## [5929] "invented" "invention"
## [5931] "inventory" "invest"
## [5933] "invested" "investigate"
## [5935] "investigating" "investigation"
## [5937] "investigators" "investment"
## [5939] "investments" "investors"
## [5941] "invisible" "invitation"
## [5943] "invite" "invited"
## [5945] "invites" "inviting"
## [5947] "involve" "involved"
## [5949] "involvement" "involves"
## [5951] "involving" "ios"
## [5953] "iowa" "ipa"
## [5955] "ipad" "iphone"
## [5957] "ipod" "iran"
## [5959] "iraq" "ireland"
## [5961] "irene" "irish"
## [5963] "iron" "ironic"
## [5965] "ironically" "irony"
## [5967] "irrelevant" "irritated"
## [5969] "irving" "isaac"
## [5971] "isabel" "ish"
## [5973] "islam" "islamic"
## [5975] "island" "islands"
## [5977] "isn’t" "isnt"
## [5979] "isnt going" "isolated"
## [5981] "israel" "israeli"
## [5983] "issue" "issued"
## [5985] "issues" "italian"
## [5987] "italy" "itd"
## [5989] "item" "item c"
## [5991] "item c pp" "items"
## [5993] "iti" "itll"
## [5995] "itunes" "ive"
## [5997] "ive always" "ive come"
## [5999] "ive done" "ive ever"
## [6001] "ive ever seen" "ive got"
## [6003] "ive gotten" "ive heard"
## [6005] "ive just" "ive made"
## [6007] "ive never" "ive read"
## [6009] "ive said" "ive seen"
## [6011] "ive started" "ive tried"
## [6013] "ive used" "ive waiting"
## [6015] "ivy" "jack"
## [6017] "jacket" "jackets"
## [6019] "jackie" "jackpot"
## [6021] "jackson" "jacksonville"
## [6023] "jacob" "jacobs"
## [6025] "jail" "jake"
## [6027] "jam" "james"
## [6029] "jamie" "jamming"
## [6031] "jams" "jan"
## [6033] "jane" "janet"
## [6035] "january" "japan"
## [6037] "japanese" "jar"
## [6039] "jared" "jason"
## [6041] "java" "jaw"
## [6043] "jay" "jayz"
## [6045] "jazz" "jealous"
## [6047] "jealousy" "jean"
## [6049] "jeans" "jeez"
## [6051] "jeff" "jefferson"
## [6053] "jelly" "jen"
## [6055] "jennifer" "jenny"
## [6057] "jeopardy" "jeremy"
## [6059] "jerk" "jerry"
## [6061] "jersey" "jersey shore"
## [6063] "jess" "jesse"
## [6065] "jessica" "jesus"
## [6067] "jesus christ" "jesus said"
## [6069] "jet" "jets"
## [6071] "jew" "jewel"
## [6073] "jewelry" "jewish"
## [6075] "jews" "jill"
## [6077] "jim" "jimmy"
## [6079] "joan" "job"
## [6081] "jobs" "joe"
## [6083] "joel" "joes"
## [6085] "joey" "john"
## [6087] "johnny" "johns"
## [6089] "johnson" "join"
## [6091] "join us" "joined"
## [6093] "joining" "joining us"
## [6095] "joins" "joint"
## [6097] "joints" "joke"
## [6099] "jokes" "joking"
## [6101] "jolly" "jon"
## [6103] "jonas" "jonathan"
## [6105] "jones" "jordan"
## [6107] "jose" "joseph"
## [6109] "josh" "joshua"
## [6111] "journal" "journalism"
## [6113] "journalist" "journalists"
## [6115] "journals" "journey"
## [6117] "joy" "joyful"
## [6119] "juan" "jude"
## [6121] "judge" "judged"
## [6123] "judgement" "judges"
## [6125] "judging" "judgment"
## [6127] "judy" "juice"
## [6129] "juices" "juicy"
## [6131] "julia" "julian"
## [6133] "julie" "juliet"
## [6135] "july" "jump"
## [6137] "jumped" "jumping"
## [6139] "june" "june th"
## [6141] "jungle" "junior"
## [6143] "junk" "jury"
## [6145] "jus" "just"
## [6147] "just added" "just another"
## [6149] "just anything" "just arrived"
## [6151] "just ask" "just ate"
## [6153] "just bit" "just bought"
## [6155] "just called" "just came"
## [6157] "just can" "just cant"
## [6159] "just case" "just cause"
## [6161] "just checked" "just come"
## [6163] "just days" "just didnt"
## [6165] "just doesnt" "just don’t"
## [6167] "just dont" "just dont know"
## [6169] "just enough" "just feel"
## [6171] "just fine" "just finished"
## [6173] "just found" "just fun"
## [6175] "just gave" "just get"
## [6177] "just getting" "just give"
## [6179] "just go" "just going"
## [6181] "just gonna" "just good"
## [6183] "just got" "just got back"
## [6185] "just got done" "just gotta"
## [6187] "just great" "just happened"
## [6189] "just heard" "just hit"
## [6191] "just hope" "just hours"
## [6193] "just isnt" "just keep"
## [6195] "just kidding" "just know"
## [6197] "just left" "just let"
## [6199] "just like" "just little"
## [6201] "just look" "just looked"
## [6203] "just love" "just made"
## [6205] "just make" "just makes"
## [6207] "just many" "just matter"
## [6209] "just met" "just might"
## [6211] "just missed" "just much"
## [6213] "just need" "just needed"
## [6215] "just now" "just one"
## [6217] "just passed" "just picked"
## [6219] "just plain" "just put"
## [6221] "just read" "just realized"
## [6223] "just really" "just received"
## [6225] "just remember" "just right"
## [6227] "just said" "just saw"
## [6229] "just say" "just sayin"
## [6231] "just saying" "just see"
## [6233] "just sent" "just started"
## [6235] "just stop" "just take"
## [6237] "just tell" "just think"
## [6239] "just thinking" "just thought"
## [6241] "just time" "just told"
## [6243] "just took" "just try"
## [6245] "just trying" "just two"
## [6247] "just use" "just wait"
## [6249] "just waiting" "just wanna"
## [6251] "just want" "just wanted"
## [6253] "just wanted say" "just watch"
## [6255] "just watched" "just watching"
## [6257] "just way" "just went"
## [6259] "just wish" "just woke"
## [6261] "just yet" "justice"
## [6263] "justified" "justify"
## [6265] "justin" "justin bieber"
## [6267] "juvenile" "kane"
## [6269] "kansas" "kansas city"
## [6271] "kanye" "karaoke"
## [6273] "kardashian" "karen"
## [6275] "karl" "karma"
## [6277] "kat" "kate"
## [6279] "katherine" "kathleen"
## [6281] "kathy" "katie"
## [6283] "katrina" "katy"
## [6285] "kay" "keen"
## [6287] "keep" "keep coming"
## [6289] "keep eye" "keep eyes"
## [6291] "keep eyes open" "keep going"
## [6293] "keep good" "keep good work"
## [6295] "keep mind" "keep moving"
## [6297] "keep posted" "keep touch"
## [6299] "keep us" "keeper"
## [6301] "keeping" "keeps"
## [6303] "keg" "keith"
## [6305] "keller" "kelly"
## [6307] "ken" "kennedy"
## [6309] "kenny" "kent"
## [6311] "kentucky" "kenya"
## [6313] "kept" "kerry"
## [6315] "kettle" "kevin"
## [6317] "key" "key success"
## [6319] "keyboard" "keynote"
## [6321] "keys" "khan"
## [6323] "kick" "kick ass"
## [6325] "kicked" "kickin"
## [6327] "kicking" "kickoff"
## [6329] "kicks" "kickstarter"
## [6331] "kid" "kidding"
## [6333] "kiddos" "kidney"
## [6335] "kids" "kids can"
## [6337] "kill" "killed"
## [6339] "killer" "killin"
## [6341] "killing" "kills"
## [6343] "kim" "kind"
## [6345] "kind like" "kind person"
## [6347] "kind words" "kinda"
## [6349] "kinda like" "kindergarten"
## [6351] "kindle" "kindly"
## [6353] "kindness" "kinds"
## [6355] "king" "kingdom"
## [6357] "kings" "kirk"
## [6359] "kiss" "kissed"
## [6361] "kisses" "kissing"
## [6363] "kit" "kitchen"
## [6365] "kits" "kitten"
## [6367] "kitty" "knee"
## [6369] "knees" "knew"
## [6371] "knicks" "knife"
## [6373] "knight" "knit"
## [6375] "knitting" "knives"
## [6377] "kno" "knock"
## [6379] "knocked" "knocks"
## [6381] "knot" "knots"
## [6383] "know" "know ’m"
## [6385] "know ’re" "know ’s"
## [6387] "know anyone" "know anything"
## [6389] "know better" "know can"
## [6391] "know cant" "know dont"
## [6393] "know everything" "know feel"
## [6395] "know find" "know get"
## [6397] "know going" "know good"
## [6399] "know got" "know happened"
## [6401] "know hes" "know ill"
## [6403] "know im" "know ive"
## [6405] "know just" "know know"
## [6407] "know like" "know little"
## [6409] "know lol" "know long"
## [6411] "know lot" "know love"
## [6413] "know make" "know many"
## [6415] "know mean" "know means"
## [6417] "know much" "know need"
## [6419] "know new" "know now"
## [6421] "know one" "know people"
## [6423] "know person" "know really"
## [6425] "know right" "know say"
## [6427] "know someone" "know something"
## [6429] "know still" "know thats"
## [6431] "know theres" "know things"
## [6433] "know think" "know time"
## [6435] "know u" "know use"
## [6437] "know want" "know well"
## [6439] "know whats" "know will"
## [6441] "know youre" "knowing"
## [6443] "knowledge" "known"
## [6445] "knows" "knw"
## [6447] "kobe" "kong"
## [6449] "kony" "korea"
## [6451] "korean" "kosher"
## [6453] "kraft" "kristen"
## [6455] "kudos" "kurt"
## [6457] "kyle" "la la"
## [6459] "la la la" "lab"
## [6461] "label" "labeled"
## [6463] "labels" "labor"
## [6465] "labor day" "laboratory"
## [6467] "labour" "labs"
## [6469] "lace" "lack"
## [6471] "lacking" "ladder"
## [6473] "laden" "ladies"
## [6475] "ladies gentlemen" "lady"
## [6477] "lafayette" "lager"
## [6479] "laid" "lake"
## [6481] "laker" "lakers"
## [6483] "lakes" "lamb"
## [6485] "lame" "lamp"
## [6487] "land" "landed"
## [6489] "landing" "lands"
## [6491] "landscape" "lane"
## [6493] "lanes" "language"
## [6495] "languages" "lap"
## [6497] "laps" "laptop"
## [6499] "large" "large bowl"
## [6501] "large number" "largely"
## [6503] "larger" "largest"
## [6505] "larry" "las"
## [6507] "las vegas" "lasagna"
## [6509] "laser" "last"
## [6511] "last chance" "last couple"
## [6513] "last day" "last days"
## [6515] "last long" "last minute"
## [6517] "last month" "last name"
## [6519] "last night" "last nights"
## [6521] "last one" "last post"
## [6523] "last season" "last summer"
## [6525] "last thing" "last three"
## [6527] "last time" "last tweet"
## [6529] "last two" "last week"
## [6531] "last weekend" "last weeks"
## [6533] "last year" "last years"
## [6535] "lasted" "lasting"
## [6537] "lastly" "lasts"
## [6539] "late" "late last"
## [6541] "late night" "late s"
## [6543] "lately" "later"
## [6545] "later today" "later week"
## [6547] "latest" "latin"
## [6549] "latte" "latter"
## [6551] "laugh" "laughed"
## [6553] "laughing" "laughs"
## [6555] "laughter" "launch"
## [6557] "launched" "launches"
## [6559] "launching" "laundry"
## [6561] "laura" "laurel"
## [6563] "lauren" "lavender"
## [6565] "law" "law school"
## [6567] "lawmakers" "lawn"
## [6569] "lawrence" "laws"
## [6571] "lawsuit" "lawyer"
## [6573] "lawyers" "lax"
## [6575] "lay" "layer"
## [6577] "layered" "layers"
## [6579] "laying" "layout"
## [6581] "lazy" "lbs"
## [6583] "lead" "leader"
## [6585] "leaders" "leadership"
## [6587] "leading" "leads"
## [6589] "leaf" "league"
## [6591] "leagues" "leah"
## [6593] "lean" "leaning"
## [6595] "leap" "learn"
## [6597] "learn something" "learned"
## [6599] "learned lot" "learning"
## [6601] "learns" "learnt"
## [6603] "lease" "least"
## [6605] "least one" "leather"
## [6607] "leave" "leave alone"
## [6609] "leave comment" "leaves"
## [6611] "leaving" "lebron"
## [6613] "lecture" "led"
## [6615] "lee" "left"
## [6617] "left behind" "left hand"
## [6619] "left right" "leftover"
## [6621] "leg" "legacy"
## [6623] "legal" "legally"
## [6625] "legend" "legendary"
## [6627] "legends" "legislation"
## [6629] "legislative" "legislators"
## [6631] "legislature" "legit"
## [6633] "legitimate" "lego"
## [6635] "legs" "leisure"
## [6637] "lemme" "lemon"
## [6639] "lemon juice" "lemonade"
## [6641] "lemons" "lend"
## [6643] "length" "lengths"
## [6645] "lengthy" "lens"
## [6647] "lenses" "lent"
## [6649] "leo" "les"
## [6651] "lesbian" "leslie"
## [6653] "less" "less hours"
## [6655] "lesser" "lesson"
## [6657] "lessons" "let"
## [6659] "let alone" "let get"
## [6661] "let go" "let happen"
## [6663] "let just" "let know"
## [6665] "let tell" "let us"
## [6667] "let us know" "let’s"
## [6669] "lets" "lets get"
## [6671] "lets go" "lets hope"
## [6673] "lets just" "lets just say"
## [6675] "lets make" "lets see"
## [6677] "lets start" "lets talk"
## [6679] "letter" "letters"
## [6681] "letting" "letting go"
## [6683] "letting us" "lettuce"
## [6685] "level" "levels"
## [6687] "lewis" "liability"
## [6689] "liam" "liar"
## [6691] "lib" "liberal"
## [6693] "liberals" "liberties"
## [6695] "liberty" "librarian"
## [6697] "librarians" "libraries"
## [6699] "library" "lice"
## [6701] "license" "lick"
## [6703] "lid" "lie"
## [6705] "lied" "lies"
## [6707] "life" "life better"
## [6709] "life can" "life good"
## [6711] "life great" "life just"
## [6713] "life life" "life like"
## [6715] "life one" "life right"
## [6717] "life short" "life will"
## [6719] "life”" "lifes"
## [6721] "lifestyle" "lifetime"
## [6723] "lift" "lifted"
## [6725] "lifting" "light"
## [6727] "lighter" "lighthouse"
## [6729] "lighting" "lightly"
## [6731] "lightning" "lights"
## [6733] "like" "like ’s"
## [6735] "like “" "like always"
## [6737] "like baby" "like best"
## [6739] "like big" "like can"
## [6741] "like crazy" "like dont"
## [6743] "like first" "like fun"
## [6745] "like get" "like getting"
## [6747] "like go" "like going"
## [6749] "like good" "like great"
## [6751] "like hes" "like idea"
## [6753] "like ill" "like im"
## [6755] "like ive" "like just"
## [6757] "like know" "like last"
## [6759] "like like" "like little"
## [6761] "like make" "like man"
## [6763] "like many" "like much"
## [6765] "like music" "like new"
## [6767] "like nothing" "like now"
## [6769] "like old" "like one"
## [6771] "like people" "like play"
## [6773] "like real" "like really"
## [6775] "like rest" "like said"
## [6777] "like say" "like see"
## [6779] "like share" "like shit"
## [6781] "like someone" "like something"
## [6783] "like take" "like talk"
## [6785] "like thank" "like think"
## [6787] "like time" "like today"
## [6789] "like twitter" "like two"
## [6791] "like u" "like us"
## [6793] "like way" "like well"
## [6795] "like will" "like work"
## [6797] "like working" "like year"
## [6799] "like years" "like youre"
## [6801] "liked" "likely"
## [6803] "likely will" "likes"
## [6805] "likewise" "liking"
## [6807] "lil" "lil wayne"
## [6809] "lily" "lime"
## [6811] "limit" "limitations"
## [6813] "limited" "limiting"
## [6815] "limits" "lin"
## [6817] "lincoln" "linda"
## [6819] "lindsay" "line"
## [6821] "lined" "linen"
## [6823] "lines" "lineup"
## [6825] "lingering" "lining"
## [6827] "link" "linked"
## [6829] "linkedin" "linking"
## [6831] "links" "linux"
## [6833] "lion" "lions"
## [6835] "lip" "lips"
## [6837] "lipstick" "liquid"
## [6839] "liquor" "lisa"
## [6841] "list" "listed"
## [6843] "listen" "listened"
## [6845] "listeners" "listening"
## [6847] "listening music" "listing"
## [6849] "lists" "lit"
## [6851] "lite" "literacy"
## [6853] "literal" "literally"
## [6855] "literary" "literature"
## [6857] "litigation" "little"
## [6859] "little better" "little bit"
## [6861] "little boy" "little brother"
## [6863] "little girl" "little kid"
## [6865] "little kids" "little man"
## [6867] "little one" "little ones"
## [6869] "little thing" "little things"
## [6871] "little time" "live"
## [6873] "live life" "live like"
## [6875] "live music" "live without"
## [6877] "lived" "lively"
## [6879] "liver" "lives"
## [6881] "living" "living life"
## [6883] "living room" "liz"
## [6885] "llc" "lmao"
## [6887] "lmfao" "lmfaoo"
## [6889] "load" "loaded"
## [6891] "loads" "loaf"
## [6893] "loan" "loans"
## [6895] "lobby" "lobster"
## [6897] "local" "locally"
## [6899] "locals" "locate"
## [6901] "located" "location"
## [6903] "locations" "lock"
## [6905] "locked" "locker"
## [6907] "locks" "lodge"
## [6909] "log" "logan"
## [6911] "logged" "logic"
## [6913] "logical" "logo"
## [6915] "lol" "lol dont"
## [6917] "lol im" "lol just"
## [6919] "lol like" "lol love"
## [6921] "lol rt" "lol thats"
## [6923] "lol u" "lol well"
## [6925] "lol yeah" "loll"
## [6927] "lolol" "london"
## [6929] "lone" "loneliness"
## [6931] "lonely" "long"
## [6933] "long ago" "long can"
## [6935] "long day" "long enough"
## [6937] "long island" "long run"
## [6939] "long since" "long story"
## [6941] "long term" "long time"
## [6943] "long time ago" "long way"
## [6945] "long weekend" "longer"
## [6947] "longest" "longing"
## [6949] "longterm" "longtime"
## [6951] "look" "look around"
## [6953] "look back" "look forward"
## [6955] "look forward hearing" "look forward seeing"
## [6957] "look good" "look great"
## [6959] "look like" "look pretty"
## [6961] "looked" "looked like"
## [6963] "lookin" "looking"
## [6965] "looking back" "looking forward"
## [6967] "looking forward seeing" "looking good"
## [6969] "looking like" "looking new"
## [6971] "looking something" "lookout"
## [6973] "looks" "looks good"
## [6975] "looks great" "looks like"
## [6977] "looms" "loop"
## [6979] "loops" "loose"
## [6981] "lord" "lord jesus"
## [6983] "lords" "los"
## [6985] "los angeles" "lose"
## [6987] "lose weight" "loser"
## [6989] "losers" "loses"
## [6991] "losing" "loss"
## [6993] "losses" "lost"
## [6995] "lot" "lot better"
## [6997] "lot fun" "lot like"
## [6999] "lot people" "lot things"
## [7001] "lot time" "lot work"
## [7003] "lotion" "lots"
## [7005] "lots great" "lottery"
## [7007] "lotus" "lou"
## [7009] "loud" "louder"
## [7011] "loudly" "louis"
## [7013] "louise" "louisiana"
## [7015] "louisville" "lounge"
## [7017] "love" "love can"
## [7019] "love god" "love good"
## [7021] "love guys" "love hate"
## [7023] "love hear" "love idea"
## [7025] "love im" "love know"
## [7027] "love life" "love like"
## [7029] "love little" "love love"
## [7031] "love love love" "love miss"
## [7033] "love movie" "love much"
## [7035] "love music" "love new"
## [7037] "love one" "love people"
## [7039] "love place" "love see"
## [7041] "love seeing" "love show"
## [7043] "love someone" "love song"
## [7045] "love story" "love talk"
## [7047] "love u" "love watching"
## [7049] "love way" "love work"
## [7051] "love ya" "loved"
## [7053] "loved ones" "lovely"
## [7055] "lovely day" "lover"
## [7057] "lovers" "loves"
## [7059] "lovin" "loving"
## [7061] "low" "lower"
## [7063] "lowest" "loyal"
## [7065] "loyalty" "lsu"
## [7067] "ltd" "lucas"
## [7069] "luck" "luckily"
## [7071] "lucky" "lucy"
## [7073] "luke" "lunch"
## [7075] "lunch dinner" "lunchtime"
## [7077] "lung" "lungs"
## [7079] "lust" "luther"
## [7081] "luv" "luv u"
## [7083] "luxury" "lying"
## [7085] "lynn" "lyric"
## [7087] "lyrics" "maam"
## [7089] "mac" "machine"
## [7091] "machines" "mad"
## [7093] "mad men" "made"
## [7095] "made day" "made feel"
## [7097] "made one" "made realize"
## [7099] "made sure" "made us"
## [7101] "made using" "made way"
## [7103] "madison" "madness"
## [7105] "madonna" "magazine"
## [7107] "magazines" "maggie"
## [7109] "magic" "magical"
## [7111] "magically" "magnet"
## [7113] "magnificent" "magnitude"
## [7115] "magnolia" "mahomies"
## [7117] "mahone" "mail"
## [7119] "mailbox" "mailing"
## [7121] "main" "main character"
## [7123] "maine" "mainly"
## [7125] "mainstream" "maintain"
## [7127] "maintained" "maintaining"
## [7129] "maintenance" "major"
## [7131] "major league" "majority"
## [7133] "make" "make another"
## [7135] "make best" "make better"
## [7137] "make big" "make card"
## [7139] "make day" "make decision"
## [7141] "make decisions" "make difference"
## [7143] "make feel" "make fun"
## [7145] "make good" "make great"
## [7147] "make happen" "make happy"
## [7149] "make laugh" "make life"
## [7151] "make look" "make love"
## [7153] "make money" "make one"
## [7155] "make point" "make sense"
## [7157] "make smile" "make something"
## [7159] "make sure" "make things"
## [7161] "make us" "make way"
## [7163] "make work" "make world"
## [7165] "makeover" "maker"
## [7167] "makers" "makes"
## [7169] "makes feel" "makes happy"
## [7171] "makes sense" "makes think"
## [7173] "makes us" "makes want"
## [7175] "makeup" "makin"
## [7177] "making" "making money"
## [7179] "making sure" "male"
## [7181] "males" "mall"
## [7183] "malt" "mama"
## [7185] "mamas" "man"
## [7187] "man im" "man just"
## [7189] "man love" "man woman"
## [7191] "man’s" "manage"
## [7193] "managed" "managed get"
## [7195] "management" "manager"
## [7197] "managers" "manages"
## [7199] "managing" "manchester"
## [7201] "mandate" "mandatory"
## [7203] "mane" "mango"
## [7205] "manhattan" "manic"
## [7207] "manifest" "manipulation"
## [7209] "mankind" "mann"
## [7211] "manner" "manners"
## [7213] "manning" "mans"
## [7215] "mantra" "manual"
## [7217] "manufacturing" "manuscript"
## [7219] "many" "many different"
## [7221] "many great" "many many"
## [7223] "many new" "many others"
## [7225] "many people" "many things"
## [7227] "many times" "many us"
## [7229] "many ways" "many years"
## [7231] "map" "maple"
## [7233] "maps" "maquest"
## [7235] "mar" "marathon"
## [7237] "marc" "march"
## [7239] "march madness" "march th"
## [7241] "marco" "marcus"
## [7243] "margaret" "margarita"
## [7245] "marge" "margin"
## [7247] "maria" "marie"
## [7249] "marijuana" "marilyn"
## [7251] "marina" "marine"
## [7253] "mario" "marion"
## [7255] "mark" "marked"
## [7257] "marker" "markers"
## [7259] "market" "marketing"
## [7261] "markets" "marking"
## [7263] "marks" "marley"
## [7265] "marlins" "maroon"
## [7267] "marquette" "marriage"
## [7269] "married" "marry"
## [7271] "mars" "marshall"
## [7273] "marshmallows" "martha"
## [7275] "martin" "martin luther"
## [7277] "marty" "marvel"
## [7279] "marvelous" "mary"
## [7281] "maryland" "mash"
## [7283] "mashed" "mask"
## [7285] "masked" "mason"
## [7287] "mass" "massachusetts"
## [7289] "massage" "masses"
## [7291] "massive" "master"
## [7293] "masters" "mat"
## [7295] "match" "matched"
## [7297] "matches" "matching"
## [7299] "mate" "material"
## [7301] "materials" "maternity"
## [7303] "mates" "math"
## [7305] "matt" "matter"
## [7307] "matter fact" "matters"
## [7309] "matthew" "matthews"
## [7311] "mature" "maurice"
## [7313] "mavs" "max"
## [7315] "maximum" "may"
## [7317] "may able" "may actually"
## [7319] "may also" "may ask"
## [7321] "may day" "may even"
## [7323] "may just" "may know"
## [7325] "may may" "may need"
## [7327] "may never" "may th"
## [7329] "may want" "may well"
## [7331] "maya" "maybe"
## [7333] "maybe ’ll" "maybe ’s"
## [7335] "maybe can" "maybe even"
## [7337] "maybe ill" "maybe im"
## [7339] "maybe just" "maybe need"
## [7341] "maybe next" "maybe will"
## [7343] "mayhem" "mayo"
## [7345] "mayor" "mayweather"
## [7347] "mcdonalds" "meal"
## [7349] "meals" "mean"
## [7351] "meaning" "meaningful"
## [7353] "meaningless" "means"
## [7355] "means lot" "meant"
## [7357] "meantime" "meanwhile"
## [7359] "measure" "measured"
## [7361] "measurements" "measures"
## [7363] "measuring" "meat"
## [7365] "meats" "mechanical"
## [7367] "med" "medal"
## [7369] "media" "medical"
## [7371] "medicare" "medication"
## [7373] "medicine" "medieval"
## [7375] "mediocre" "meditation"
## [7377] "medium" "medium heat"
## [7379] "mee" "meet"
## [7381] "meeting" "meetings"
## [7383] "meets" "meetup"
## [7385] "meg" "mega"
## [7387] "megan" "meh"
## [7389] "melissa" "melody"
## [7391] "melt" "melted"
## [7393] "melting" "member"
## [7395] "members" "membership"
## [7397] "memento" "memo"
## [7399] "memoir" "memorable"
## [7401] "memorial" "memorial day"
## [7403] "memories" "memory"
## [7405] "memphis" "men"
## [7407] "men women" "men’s"
## [7409] "mens" "mental"
## [7411] "mental health" "mentality"
## [7413] "mentally" "mention"
## [7415] "mentioned" "mentioning"
## [7417] "mentions" "mentor"
## [7419] "mentors" "menu"
## [7421] "mercedes" "mercury"
## [7423] "mercy" "mere"
## [7425] "merely" "merit"
## [7427] "merry" "merry christmas"
## [7429] "mesa" "mess"
## [7431] "message" "messages"
## [7433] "messed" "messing"
## [7435] "messy" "met"
## [7437] "metal" "metaphor"
## [7439] "meters" "method"
## [7441] "methods" "metro"
## [7443] "mets" "mexican"
## [7445] "mexico" "mia"
## [7447] "miami" "mic"
## [7449] "mice" "michael"
## [7451] "michaels" "michelle"
## [7453] "michigan" "mickey"
## [7455] "microphone" "microsoft"
## [7457] "microwave" "mid"
## [7459] "middle" "middle east"
## [7461] "middle name" "middle school"
## [7463] "midnight" "midst"
## [7465] "midtown" "midway"
## [7467] "midwest" "might"
## [7469] "might able" "might even"
## [7471] "might find" "might get"
## [7473] "might just" "might know"
## [7475] "might like" "might make"
## [7477] "might need" "might take"
## [7479] "might think" "might want"
## [7481] "might well" "mighty"
## [7483] "mike" "mikey"
## [7485] "mil" "mild"
## [7487] "mile" "miles"
## [7489] "miles away" "milestone"
## [7491] "military" "milk"
## [7493] "mill" "miller"
## [7495] "million" "millionaire"
## [7497] "millions" "mills"
## [7499] "milwaukee" "min"
## [7501] "minaj" "mind"
## [7503] "minded" "mindless"
## [7505] "minds" "mindset"
## [7507] "mine" "minerals"
## [7509] "mines" "mini"
## [7511] "minimal" "minimum"
## [7513] "minister" "ministry"
## [7515] "minneapolis" "minnesota"
## [7517] "minor" "minority"
## [7519] "mins" "mint"
## [7521] "minus" "minute"
## [7523] "minutes" "minutes later"
## [7525] "miracle" "miranda"
## [7527] "mirror" "miserable"
## [7529] "misery" "misleading"
## [7531] "miss" "miss guys"
## [7533] "miss much" "miss u"
## [7535] "miss ya" "missed"
## [7537] "misses" "missing"
## [7539] "mission" "missions"
## [7541] "mississippi" "missouri"
## [7543] "mist" "mistake"
## [7545] "mistakes" "mitch"
## [7547] "mitchell" "mitt"
## [7549] "mitt romney" "mix"
## [7551] "mixed" "mixer"
## [7553] "mixing" "mixtape"
## [7555] "mixture" "mke"
## [7557] "mlb" "mls"
## [7559] "mob" "mobile"
## [7561] "mobile phone" "mock"
## [7563] "mod" "mode"
## [7565] "model" "modeling"
## [7567] "models" "moderate"
## [7569] "modern" "modest"
## [7571] "modules" "mold"
## [7573] "mole" "mom"
## [7575] "mom dad" "mom just"
## [7577] "moment" "moments"
## [7579] "momma" "mommy"
## [7581] "moms" "mon"
## [7583] "monday" "monday morning"
## [7585] "monday night" "mondays"
## [7587] "money" "monica"
## [7589] "monitor" "monkey"
## [7591] "monkeys" "monopoly"
## [7593] "monster" "monsters"
## [7595] "montana" "month"
## [7597] "monthly" "months"
## [7599] "months ago" "months now"
## [7601] "months old" "montreal"
## [7603] "monument" "mood"
## [7605] "moody" "moon"
## [7607] "moore" "moose"
## [7609] "moral" "moreover"
## [7611] "morgan" "mormon"
## [7613] "mornin" "morning"
## [7615] "morning everyone" "mornings"
## [7617] "moron" "morris"
## [7619] "morrow" "mortgage"
## [7621] "moses" "mosque"
## [7623] "moss" "mostly"
## [7625] "motel" "mother"
## [7627] "mother’s" "mothers"
## [7629] "mothers day" "mothers day moms"
## [7631] "motion" "motivate"
## [7633] "motivated" "motivation"
## [7635] "motive" "motives"
## [7637] "motor" "motorcycle"
## [7639] "motto" "mound"
## [7641] "mount" "mountain"
## [7643] "mountains" "mounted"
## [7645] "mourning" "mouse"
## [7647] "mouth" "move"
## [7649] "move forward" "moved"
## [7651] "movement" "movements"
## [7653] "moves" "movie"
## [7655] "movies" "moving"
## [7657] "moving forward" "mph"
## [7659] "mrs" "msg"
## [7661] "msm" "mtv"
## [7663] "much" "much appreciated"
## [7665] "much better" "much can"
## [7667] "much easier" "much fun"
## [7669] "much going" "much just"
## [7671] "much less" "much like"
## [7673] "much longer" "much love"
## [7675] "much money" "much much"
## [7677] "much needed" "much possible"
## [7679] "much say" "much time"
## [7681] "much want" "much will"
## [7683] "much work" "mud"
## [7685] "muffin" "multiple"
## [7687] "mum" "murder"
## [7689] "murdered" "murders"
## [7691] "murdoch" "murphy"
## [7693] "murray" "muscle"
## [7695] "muscles" "muse"
## [7697] "museum" "museums"
## [7699] "mushroom" "mushrooms"
## [7701] "music" "music video"
## [7703] "musical" "musicals"
## [7705] "musician" "musicians"
## [7707] "muslim" "muslims"
## [7709] "must" "must admit"
## [7711] "must go" "must say"
## [7713] "must see" "mustache"
## [7715] "mustard" "mutual"
## [7717] "mvp" "myspace"
## [7719] "mysteries" "mysterious"
## [7721] "mystery" "myth"
## [7723] "na na" "nah"
## [7725] "nail" "nail polish"
## [7727] "nailed" "nails"
## [7729] "naked" "name"
## [7731] "named" "namely"
## [7733] "names" "naming"
## [7735] "nancy" "nanny"
## [7737] "naomi" "nap"
## [7739] "napa" "narrative"
## [7741] "narrow" "nascar"
## [7743] "nashville" "nasty"
## [7745] "natalie" "nate"
## [7747] "nathan" "nation"
## [7749] "nation’s" "national"
## [7751] "national anthem" "national park"
## [7753] "nationally" "nations"
## [7755] "nationwide" "native"
## [7757] "natl" "nato"
## [7759] "natural" "naturally"
## [7761] "nature" "naughty"
## [7763] "navy" "naw"
## [7765] "nazi" "nazis"
## [7767] "nba" "nbc"
## [7769] "ncaa" "near"
## [7771] "near future" "nearby"
## [7773] "nearest" "nearly"
## [7775] "nearly every" "neat"
## [7777] "neatly" "nebraska"
## [7779] "necessarily" "necessary"
## [7781] "necessity" "neck"
## [7783] "necklace" "need"
## [7785] "need another" "need change"
## [7787] "need come" "need find"
## [7789] "need followers" "need get"
## [7791] "need go" "need good"
## [7793] "need help" "need keep"
## [7795] "need know" "need make"
## [7797] "need new" "need one"
## [7799] "need see" "need someone"
## [7801] "need something" "need start"
## [7803] "need stop" "need take"
## [7805] "need talk" "need work"
## [7807] "needed" "needing"
## [7809] "needle" "needless"
## [7811] "needless say" "needs"
## [7813] "needs go" "negative"
## [7815] "neglected" "neighbor"
## [7817] "neighborhood" "neighborhoods"
## [7819] "neighbors" "neil"
## [7821] "neither" "nelson"
## [7823] "neon" "nephew"
## [7825] "nerd" "nerdy"
## [7827] "nerve" "nerves"
## [7829] "nervous" "nest"
## [7831] "net" "netflix"
## [7833] "network" "networking"
## [7835] "networks" "neutral"
## [7837] "nevada" "never"
## [7839] "never able" "never change"
## [7841] "never done" "never even"
## [7843] "never ever" "never fails"
## [7845] "never felt" "never find"
## [7847] "never forget" "never get"
## [7849] "never give" "never go"
## [7851] "never going" "never good"
## [7853] "never got" "never heard"
## [7855] "never knew" "never know"
## [7857] "never late" "never let"
## [7859] "never make" "never met"
## [7861] "never mind" "never really"
## [7863] "never say" "never seen"
## [7865] "never stop" "never thought"
## [7867] "never want" "never will"
## [7869] "nevermind" "nevertheless"
## [7871] "new" "new album"
## [7873] "new blog" "new book"
## [7875] "new car" "new day"
## [7877] "new england" "new favorite"
## [7879] "new follower" "new followers"
## [7881] "new friends" "new home"
## [7883] "new ideas" "new jersey"
## [7885] "new job" "new life"
## [7887] "new mexico" "new music"
## [7889] "new one" "new ones"
## [7891] "new orleans" "new people"
## [7893] "new phone" "new place"
## [7895] "new single" "new song"
## [7897] "new stuff" "new testament"
## [7899] "new things" "new twitter"
## [7901] "new video" "new way"
## [7903] "new website" "new world"
## [7905] "new year" "new years"
## [7907] "new years eve" "new york"
## [7909] "new york city" "new york times"
## [7911] "new yorks" "new zealand"
## [7913] "newark" "newborn"
## [7915] "newer" "newest"
## [7917] "newly" "newport"
## [7919] "news" "newsletter"
## [7921] "newspaper" "newspapers"
## [7923] "newt" "newton"
## [7925] "next" "next big"
## [7927] "next couple" "next day"
## [7929] "next days" "next door"
## [7931] "next hours" "next month"
## [7933] "next morning" "next one"
## [7935] "next season" "next step"
## [7937] "next stop" "next time"
## [7939] "next tuesday" "next two"
## [7941] "next week" "next weekend"
## [7943] "next weeks" "next year"
## [7945] "next years" "nfl"
## [7947] "nfl draft" "nhl"
## [7949] "nice" "nice day"
## [7951] "nice job" "nice meet"
## [7953] "nice people" "nice see"
## [7955] "nice work" "nicely"
## [7957] "nicer" "nicest"
## [7959] "nicholas" "nick"
## [7961] "nicki" "nicki minaj"
## [7963] "nicky" "nicole"
## [7965] "niece" "nigga"
## [7967] "niggas" "night"
## [7969] "night good" "night just"
## [7971] "night long" "night one"
## [7973] "night will" "nightmare"
## [7975] "nightmares" "nights"
## [7977] "nike" "nina"
## [7979] "nine" "ninja"
## [7981] "nintendo" "ninth"
## [7983] "nipples" "nite"
## [7985] "noah" "nobel"
## [7987] "noble" "nobody"
## [7989] "nobodys" "nod"
## [7991] "nodded" "noir"
## [7993] "noise" "noises"
## [7995] "nola" "nom"
## [7997] "nominated" "nomination"
## [7999] "non" "none"
## [8001] "nonetheless" "nonfiction"
## [8003] "nonprofit" "nonprofits"
## [8005] "nonsense" "nonstop"
## [8007] "noodle" "noodles"
## [8009] "nook" "noon"
## [8011] "noone" "nope"
## [8013] "normal" "normally"
## [8015] "north" "north america"
## [8017] "north american" "north carolina"
## [8019] "north dakota" "north dakota maquest"
## [8021] "northeast" "northern"
## [8023] "northwest" "norway"
## [8025] "norwegian" "nose"
## [8027] "nostalgia" "notable"
## [8029] "note" "note self"
## [8031] "notebook" "notebooks"
## [8033] "noted" "notes"
## [8035] "nothin" "nothing"
## [8037] "nothing can" "nothing else"
## [8039] "nothing like" "nothing wrong"
## [8041] "notice" "noticed"
## [8043] "notices" "noticing"
## [8045] "noting" "notion"
## [8047] "notorious" "notre"
## [8049] "nov" "nova"
## [8051] "novel" "novels"
## [8053] "november" "november th"
## [8055] "now" "now ’m"
## [8057] "now ’s" "now back"
## [8059] "now can" "now cant"
## [8061] "now dont" "now following"
## [8063] "now get" "now go"
## [8065] "now going" "now good"
## [8067] "now got" "now hes"
## [8069] "now im" "now just"
## [8071] "now know" "now lets"
## [8073] "now like" "now lol"
## [8075] "now look" "now need"
## [8077] "now probably" "now see"
## [8079] "now thats" "now theyre"
## [8081] "now think" "now time"
## [8083] "now u" "now want"
## [8085] "now will" "now”"
## [8087] "nowadays" "nowhere"
## [8089] "nowplaying" "nuclear"
## [8091] "nude" "nuggets"
## [8093] "numb" "number"
## [8095] "number one" "number people"
## [8097] "numbers" "numerous"
## [8099] "nurse" "nursery"
## [8101] "nurses" "nursing"
## [8103] "nurture" "nut"
## [8105] "nutrition" "nuts"
## [8107] "nyc" "nye"
## [8109] "nyt" "oak"
## [8111] "oakland" "oatmeal"
## [8113] "oats" "obama"
## [8115] "obama administration" "obamas"
## [8117] "obedience" "obesity"
## [8119] "obey" "object"
## [8121] "objective" "objectives"
## [8123] "objects" "obligation"
## [8125] "obnoxious" "observation"
## [8127] "observations" "observe"
## [8129] "observed" "observing"
## [8131] "obsessed" "obsession"
## [8133] "obstacles" "obtain"
## [8135] "obtained" "obvious"
## [8137] "obviously" "occasion"
## [8139] "occasional" "occasionally"
## [8141] "occasions" "occupation"
## [8143] "occupied" "occupy"
## [8145] "occur" "occurred"
## [8147] "occurring" "occurs"
## [8149] "ocean" "oct"
## [8151] "october" "odd"
## [8153] "oddly" "odds"
## [8155] "offended" "offense"
## [8157] "offensive" "offer"
## [8159] "offered" "offering"
## [8161] "offerings" "offers"
## [8163] "office" "officer"
## [8165] "officers" "offices"
## [8167] "official" "officially"
## [8169] "officials" "offline"
## [8171] "offset" "offshore"
## [8173] "often" "oh dear"
## [8175] "oh god" "oh good"
## [8177] "oh goodness" "oh gosh"
## [8179] "oh im" "oh know"
## [8181] "oh man" "oh ok"
## [8183] "oh shit" "oh snap"
## [8185] "oh wait" "oh well"
## [8187] "oh wow" "oh yeah"
## [8189] "oh yes" "ohh"
## [8191] "ohio" "oil"
## [8193] "oils" "ok ill"
## [8195] "ok im" "ok maybe"
## [8197] "ok will" "okay"
## [8199] "okc" "oklahoma"
## [8201] "old" "old friend"
## [8203] "old friends" "old lady"
## [8205] "old man" "old people"
## [8207] "old school" "older"
## [8209] "oldest" "olds"
## [8211] "ole" "olive"
## [8213] "olive oil" "oliver"
## [8215] "olivia" "olympic"
## [8217] "olympics" "omaha"
## [8219] "omfg" "omg"
## [8221] "omg im" "one"
## [8223] "one another" "one best"
## [8225] "one big" "one biggest"
## [8227] "one can" "one day"
## [8229] "one days" "one direction"
## [8231] "one else" "one ever"
## [8233] "one favorite" "one favorites"
## [8235] "one first" "one free"
## [8237] "one get" "one go"
## [8239] "one good" "one great"
## [8241] "one greatest" "one hand"
## [8243] "one hour" "one important"
## [8245] "one just" "one last"
## [8247] "one like" "one little"
## [8249] "one love" "one many"
## [8251] "one month" "one must"
## [8253] "one new" "one night"
## [8255] "one now" "one one"
## [8257] "one people" "one person"
## [8259] "one piece" "one place"
## [8261] "one point" "one really"
## [8263] "one reason" "one reasons"
## [8265] "one right" "one side"
## [8267] "one thing" "one things"
## [8269] "one think" "one time"
## [8271] "one today" "one top"
## [8273] "one two" "one us"
## [8275] "one wants" "one way"
## [8277] "one week" "one will"
## [8279] "one word" "one year"
## [8281] "one’s" "ones"
## [8283] "ongoing" "onion"
## [8285] "onions" "online"
## [8287] "ontario" "onto"
## [8289] "onward" "ooh"
## [8291] "oomf" "oops"
## [8293] "open" "open pm"
## [8295] "opened" "opener"
## [8297] "opening" "opening day"
## [8299] "openly" "openness"
## [8301] "opens" "opera"
## [8303] "operate" "operating"
## [8305] "operation" "operations"
## [8307] "opinion" "opinions"
## [8309] "opponents" "opportunities"
## [8311] "opportunity" "oppose"
## [8313] "opposed" "opposing"
## [8315] "opposite" "opposition"
## [8317] "oppression" "oprah"
## [8319] "ops" "opt"
## [8321] "optimism" "optimistic"
## [8323] "option" "optional"
## [8325] "options" "oral"
## [8327] "orange" "orange juice"
## [8329] "oranges" "orchestra"
## [8331] "order" "ordered"
## [8333] "ordering" "orders"
## [8335] "ordinary" "oregon"
## [8337] "org" "organic"
## [8339] "organisation" "organisations"
## [8341] "organised" "organization"
## [8343] "organizations" "organize"
## [8345] "organized" "organizing"
## [8347] "organs" "orientation"
## [8349] "origin" "original"
## [8351] "originally" "origins"
## [8353] "orioles" "orlando"
## [8355] "orleans" "ornament"
## [8357] "orthodox" "osama"
## [8359] "oscar" "oscars"
## [8361] "others" "otherwise"
## [8363] "ottawa" "ouch"
## [8365] "ounces" "outcome"
## [8367] "outcomes" "outdoor"
## [8369] "outdoors" "outer"
## [8371] "outfit" "outfits"
## [8373] "outing" "outlet"
## [8375] "outlets" "outline"
## [8377] "outlook" "outrageous"
## [8379] "outreach" "outright"
## [8381] "outs" "outside"
## [8383] "outstanding" "outta"
## [8385] "oven" "overall"
## [8387] "overcome" "overheard"
## [8389] "overlooked" "overly"
## [8391] "overnight" "overrated"
## [8393] "overseas" "overtime"
## [8395] "overview" "overweight"
## [8397] "overwhelmed" "overwhelming"
## [8399] "owe" "owl"
## [8401] "owned" "owner"
## [8403] "owners" "ownership"
## [8405] "owning" "owns"
## [8407] "ows" "oxford"
## [8409] "ozzie" "pac"
## [8411] "pace" "pacers"
## [8413] "pacific" "pack"
## [8415] "package" "packages"
## [8417] "packaging" "packed"
## [8419] "packer" "packers"
## [8421] "packet" "packing"
## [8423] "packs" "pad"
## [8425] "paddle" "padres"
## [8427] "pads" "page"
## [8429] "pages" "paid"
## [8431] "pain" "painful"
## [8433] "painfully" "pains"
## [8435] "paint" "painted"
## [8437] "painter" "painting"
## [8439] "paintings" "pair"
## [8441] "paired" "pairs"
## [8443] "pakistan" "pal"
## [8445] "palace" "palate"
## [8447] "pale" "palestinian"
## [8449] "palette" "palin"
## [8451] "palm" "palmer"
## [8453] "pals" "pam"
## [8455] "pan" "pancakes"
## [8457] "panda" "pandora"
## [8459] "panel" "panels"
## [8461] "panic" "pans"
## [8463] "panties" "pants"
## [8465] "papa" "paper"
## [8467] "paperback" "papers"
## [8469] "paperwork" "parade"
## [8471] "paradise" "paragraph"
## [8473] "parallel" "paranoid"
## [8475] "paranormal" "pardon"
## [8477] "parent" "parenting"
## [8479] "parents" "paris"
## [8481] "park" "parked"
## [8483] "parker" "parking"
## [8485] "parking lot" "parks"
## [8487] "parliament" "parmesan"
## [8489] "part" "part life"
## [8491] "part time" "partial"
## [8493] "partially" "participant"
## [8495] "participants" "participate"
## [8497] "participated" "participating"
## [8499] "participation" "particular"
## [8501] "particularly" "parties"
## [8503] "partly" "partner"
## [8505] "partners" "partnership"
## [8507] "partnerships" "parts"
## [8509] "parttime" "party"
## [8511] "party party" "partying"
## [8513] "pasadena" "paso"
## [8515] "pass" "passage"
## [8517] "passages" "passed"
## [8519] "passed away" "passengers"
## [8521] "passes" "passing"
## [8523] "passion" "passionate"
## [8525] "passions" "passive"
## [8527] "passport" "password"
## [8529] "past" "past days"
## [8531] "past present" "past two"
## [8533] "past week" "past weeks"
## [8535] "past year" "past years"
## [8537] "pasta" "paste"
## [8539] "pastor" "pastry"
## [8541] "pat" "patch"
## [8543] "patent" "patents"
## [8545] "path" "pathetic"
## [8547] "paths" "patience"
## [8549] "patient" "patiently"
## [8551] "patients" "patio"
## [8553] "patrick" "patricks"
## [8555] "patricks day" "patriots"
## [8557] "patrol" "patron"
## [8559] "patrons" "pats"
## [8561] "pattern" "patterned"
## [8563] "patterns" "pattys"
## [8565] "paul" "paula"
## [8567] "pause" "paused"
## [8569] "pay" "pay attention"
## [8571] "paying" "paying attention"
## [8573] "payment" "payments"
## [8575] "paypal" "payroll"
## [8577] "pays" "pbs"
## [8579] "pdf" "pdx"
## [8581] "pea" "peace"
## [8583] "peaceful" "peach"
## [8585] "peak" "peaks"
## [8587] "peanut" "peanut butter"
## [8589] "pear" "pearl"
## [8591] "pearls" "peas"
## [8593] "pecans" "peculiar"
## [8595] "pee" "peek"
## [8597] "peel" "peeled"
## [8599] "peeps" "peer"
## [8601] "peers" "peg"
## [8603] "pen" "penalty"
## [8605] "pencil" "pencils"
## [8607] "pending" "penguins"
## [8609] "penis" "penn"
## [8611] "penn state" "pennies"
## [8613] "pennsylvania" "penny"
## [8615] "pens" "pension"
## [8617] "people" "people actually"
## [8619] "people around" "people call"
## [8621] "people can" "people come"
## [8623] "people don’t" "people dont"
## [8625] "people follow" "people get"
## [8627] "people just" "people know"
## [8629] "people life" "people like"
## [8631] "people live" "people love"
## [8633] "people make" "people may"
## [8635] "people might" "people people"
## [8637] "people really" "people say"
## [8639] "people see" "people seem"
## [8641] "people still" "people take"
## [8643] "people tell" "people think"
## [8645] "people use" "people want"
## [8647] "people will" "people’s"
## [8649] "people”" "peoples"
## [8651] "pepper" "peppers"
## [8653] "per" "per cent"
## [8655] "per day" "per person"
## [8657] "per year" "perceived"
## [8659] "percent" "percentage"
## [8661] "perception" "perfect"
## [8663] "perfect day" "perfect time"
## [8665] "perfection" "perfectly"
## [8667] "perform" "performance"
## [8669] "performances" "performed"
## [8671] "performers" "performing"
## [8673] "perfume" "perhaps"
## [8675] "period" "periods"
## [8677] "perkins" "permanent"
## [8679] "permanently" "permission"
## [8681] "permit" "perry"
## [8683] "perseverance" "persistent"
## [8685] "person" "person can"
## [8687] "person’s" "personal"
## [8689] "personalities" "personality"
## [8691] "personally" "personnel"
## [8693] "persons" "perspective"
## [8695] "pet" "pete"
## [8697] "peter" "peters"
## [8699] "petition" "petrol"
## [8701] "pets" "petty"
## [8703] "peyton" "phase"
## [8705] "phd" "phenomenal"
## [8707] "phenomenon" "phil"
## [8709] "philadelphia" "philip"
## [8711] "philippines" "phillip"
## [8713] "phillips" "philly"
## [8715] "philosophy" "phoenix"
## [8717] "phone" "phone call"
## [8719] "phone calls" "phones"
## [8721] "photo" "photo shoot"
## [8723] "photograph" "photographer"
## [8725] "photographers" "photographs"
## [8727] "photography" "photos"
## [8729] "photoshop" "phrase"
## [8731] "phrases" "physical"
## [8733] "physically" "physician"
## [8735] "physics" "piano"
## [8737] "pic" "pick"
## [8739] "pick one" "picked"
## [8741] "picking" "picks"
## [8743] "pickup" "picky"
## [8745] "picnic" "pics"
## [8747] "picture" "pictured"
## [8749] "pictures" "pie"
## [8751] "piece" "piece paper"
## [8753] "pieces" "pierce"
## [8755] "pierced" "piercing"
## [8757] "pierre" "pies"
## [8759] "pig" "pigs"
## [8761] "pike" "pilates"
## [8763] "pile" "piles"
## [8765] "pill" "pillow"
## [8767] "pillows" "pills"
## [8769] "pilot" "pimp"
## [8771] "pin" "pine"
## [8773] "pineapple" "pink"
## [8775] "pins" "pint"
## [8777] "pinterest" "pints"
## [8779] "pioneer" "pipa"
## [8781] "pipe" "pipes"
## [8783] "pirate" "pirates"
## [8785] "piss" "pissed"
## [8787] "pisses" "pit"
## [8789] "pitch" "pitched"
## [8791] "pitcher" "pitchers"
## [8793] "pitches" "pitching"
## [8795] "pittsburgh" "pity"
## [8797] "pix" "pizza"
## [8799] "pizzas" "place"
## [8801] "place like" "placed"
## [8803] "placement" "places"
## [8805] "placing" "plague"
## [8807] "plain" "plan"
## [8809] "plane" "planet"
## [8811] "planned" "planner"
## [8813] "planning" "plans"
## [8815] "plant" "planted"
## [8817] "planting" "plants"
## [8819] "plastic" "plastic wrap"
## [8821] "plate" "plates"
## [8823] "platform" "platforms"
## [8825] "play" "play along"
## [8827] "play game" "play music"
## [8829] "played" "player"
## [8831] "players" "playground"
## [8833] "playin" "playing"
## [8835] "playlist" "playoff"
## [8837] "playoffs" "plays"
## [8839] "plaza" "pleasant"
## [8841] "please" "please check"
## [8843] "please come" "please contact"
## [8845] "please dont" "please email"
## [8847] "please follow" "please follow back"
## [8849] "please follow love" "please get"
## [8851] "please go" "please help"
## [8853] "please join" "please keep"
## [8855] "please leave" "please let"
## [8857] "please let know" "please make"
## [8859] "please note" "please please"
## [8861] "please please please" "please rt"
## [8863] "please send" "please stop"
## [8865] "please tell" "pleased"
## [8867] "pleasing" "pleasure"
## [8869] "pleasures" "plenty"
## [8871] "plot" "pls"
## [8873] "plug" "plum"
## [8875] "plus" "plz"
## [8877] "pm est" "pm pm"
## [8879] "pocket" "pockets"
## [8881] "pod" "podcast"
## [8883] "poe" "poem"
## [8885] "poems" "poet"
## [8887] "poetry" "poets"
## [8889] "point" "point view"
## [8891] "pointed" "pointing"
## [8893] "pointless" "points"
## [8895] "poised" "poison"
## [8897] "poke" "poker"
## [8899] "pole" "police"
## [8901] "police officer" "police said"
## [8903] "policies" "policy"
## [8905] "polish" "polished"
## [8907] "polishes" "polite"
## [8909] "political" "politically"
## [8911] "politician" "politicians"
## [8913] "politics" "poll"
## [8915] "polls" "pond"
## [8917] "poo" "pool"
## [8919] "pools" "poop"
## [8921] "poor" "poorly"
## [8923] "pop" "popcorn"
## [8925] "pope" "popped"
## [8927] "poppin" "popping"
## [8929] "poppy" "pops"
## [8931] "popular" "popularity"
## [8933] "population" "porch"
## [8935] "pork" "porn"
## [8937] "port" "portal"
## [8939] "porter" "portfolio"
## [8941] "portion" "portland"
## [8943] "portrait" "portrayal"
## [8945] "pose" "posing"
## [8947] "position" "positions"
## [8949] "positive" "positively"
## [8951] "possession" "possibilities"
## [8953] "possibility" "possible"
## [8955] "possibly" "post"
## [8957] "post office" "post one"
## [8959] "postal" "posted"
## [8961] "poster" "posters"
## [8963] "posting" "posts"
## [8965] "posture" "pot"
## [8967] "potato" "potatoes"
## [8969] "potential" "potentially"
## [8971] "pots" "potter"
## [8973] "potty" "potus"
## [8975] "pouch" "pound"
## [8977] "pounds" "pour"
## [8979] "poured" "pouring"
## [8981] "pours" "poverty"
## [8983] "powder" "powell"
## [8985] "power" "powerful"
## [8987] "powers" "ppl"
## [8989] "practical" "practically"
## [8991] "practice" "practiced"
## [8993] "practices" "practicing"
## [8995] "praise" "praised"
## [8997] "pray" "prayed"
## [8999] "prayer" "prayers"
## [9001] "praying" "pre"
## [9003] "preach" "precious"
## [9005] "precise" "precisely"
## [9007] "predict" "predicted"
## [9009] "prediction" "predictions"
## [9011] "prefer" "preferences"
## [9013] "preferred" "pregnancy"
## [9015] "pregnant" "preheat"
## [9017] "preheat oven" "preliminary"
## [9019] "premier" "premiere"
## [9021] "premise" "prep"
## [9023] "preparation" "prepare"
## [9025] "prepared" "preparing"
## [9027] "prepping" "pres"
## [9029] "preschool" "prescription"
## [9031] "presence" "present"
## [9033] "presentation" "presentations"
## [9035] "presented" "presenting"
## [9037] "presents" "preserve"
## [9039] "president" "president obama"
## [9041] "presidential" "presidents"
## [9043] "press" "press conference"
## [9045] "press release" "pressed"
## [9047] "pressing" "pressure"
## [9049] "presumably" "pretend"
## [9051] "pretending" "prettiest"
## [9053] "pretty" "pretty awesome"
## [9055] "pretty bad" "pretty cool"
## [9057] "pretty darn" "pretty good"
## [9059] "pretty much" "pretty sure"
## [9061] "pretty well" "prevent"
## [9063] "preventing" "prevention"
## [9065] "preview" "previous"
## [9067] "previously" "prez"
## [9069] "price" "priced"
## [9071] "priceless" "prices"
## [9073] "pricing" "pride"
## [9075] "priest" "priests"
## [9077] "primarily" "primary"
## [9079] "prime" "prime minister"
## [9081] "primitive" "prince"
## [9083] "princess" "princeton"
## [9085] "principal" "principle"
## [9087] "principles" "print"
## [9089] "printed" "printer"
## [9091] "printing" "prints"
## [9093] "prior" "priorities"
## [9095] "priority" "prison"
## [9097] "prisoners" "privacy"
## [9099] "private" "privately"
## [9101] "privilege" "privileged"
## [9103] "prize" "prizes"
## [9105] "pro" "prob"
## [9107] "probably" "probably get"
## [9109] "probably going" "probably good"
## [9111] "probably just" "probably wont"
## [9113] "problem" "problems"
## [9115] "procedure" "procedures"
## [9117] "proceeded" "proceedings"
## [9119] "proceeds" "process"
## [9121] "processed" "processes"
## [9123] "processing" "processor"
## [9125] "produce" "produced"
## [9127] "producer" "producers"
## [9129] "produces" "producing"
## [9131] "product" "production"
## [9133] "productions" "productive"
## [9135] "productive day" "products"
## [9137] "prof" "profession"
## [9139] "professional" "professionally"
## [9141] "professionals" "professor"
## [9143] "professors" "profile"
## [9145] "profile pic" "profiles"
## [9147] "profit" "profits"
## [9149] "profound" "program"
## [9151] "programme" "programmes"
## [9153] "programming" "programs"
## [9155] "progress" "progressive"
## [9157] "project" "projected"
## [9159] "projects" "prolly"
## [9161] "prom" "prominent"
## [9163] "promise" "promise will"
## [9165] "promised" "promises"
## [9167] "promising" "promo"
## [9169] "promote" "promoted"
## [9171] "promoting" "promotion"
## [9173] "promotions" "prompt"
## [9175] "prompted" "prone"
## [9177] "pronounced" "proof"
## [9179] "proper" "properly"
## [9181] "properties" "property"
## [9183] "prophet" "proposal"
## [9185] "proposals" "proposed"
## [9187] "props" "pros"
## [9189] "prosecutor" "prosecutors"
## [9191] "prospect" "prospective"
## [9193] "prospects" "prosperity"
## [9195] "protagonist" "protect"
## [9197] "protected" "protecting"
## [9199] "protection" "protein"
## [9201] "protest" "protesters"
## [9203] "protests" "protocol"
## [9205] "proud" "proudly"
## [9207] "prove" "proved"
## [9209] "proven" "proverb"
## [9211] "proverbs" "proves"
## [9213] "provide" "provided"
## [9215] "provider" "provides"
## [9217] "providing" "province"
## [9219] "provincial" "provision"
## [9221] "psalm" "pst"
## [9223] "psych" "psyched"
## [9225] "psycho" "psychological"
## [9227] "psychology" "pts"
## [9229] "pub" "public"
## [9231] "public library" "publication"
## [9233] "publications" "publicity"
## [9235] "publicly" "publish"
## [9237] "published" "publisher"
## [9239] "publishers" "publishing"
## [9241] "pubs" "pudding"
## [9243] "puerto" "puff"
## [9245] "pujols" "pull"
## [9247] "pulled" "pulling"
## [9249] "pulls" "pulse"
## [9251] "pump" "pumped"
## [9253] "pumping" "pumpkin"
## [9255] "pumpkins" "pun"
## [9257] "punch" "punched"
## [9259] "punish" "punished"
## [9261] "punishment" "punk"
## [9263] "puppies" "puppy"
## [9265] "purchase" "purchased"
## [9267] "purchases" "purchasing"
## [9269] "pure" "purely"
## [9271] "purple" "purpose"
## [9273] "purposes" "purse"
## [9275] "purses" "pursue"
## [9277] "pursuing" "pursuit"
## [9279] "push" "pushed"
## [9281] "pushing" "pussy"
## [9283] "put" "put away"
## [9285] "put back" "put name"
## [9287] "put one" "put together"
## [9289] "puts" "putting"
## [9291] "putting together" "puzzle"
## [9293] "puzzles" "quake"
## [9295] "qualified" "qualify"
## [9297] "qualities" "quality"
## [9299] "quarter" "quarterback"
## [9301] "quarters" "quartet"
## [9303] "que" "queen"
## [9305] "queens" "query"
## [9307] "quest" "question"
## [9309] "question whether" "questionable"
## [9311] "questioned" "questioning"
## [9313] "questions" "quick"
## [9315] "quicker" "quickly"
## [9317] "quiet" "quietly"
## [9319] "quilt" "quilting"
## [9321] "quirky" "quit"
## [9323] "quite" "quite bit"
## [9325] "quite like" "quite sure"
## [9327] "quite time" "quite well"
## [9329] "quitting" "quiz"
## [9331] "quote" "quote day"
## [9333] "quoted" "quotes"
## [9335] "r u" "rabbit"
## [9337] "race" "raced"
## [9339] "races" "rachel"
## [9341] "racial" "racing"
## [9343] "racism" "racist"
## [9345] "rack" "rad"
## [9347] "radar" "radical"
## [9349] "radio" "radio station"
## [9351] "raffle" "rage"
## [9353] "raging" "raid"
## [9355] "raiders" "rail"
## [9357] "rain" "rainbow"
## [9359] "raining" "rainy"
## [9361] "rainy day" "raise"
## [9363] "raised" "raises"
## [9365] "raising" "raisins"
## [9367] "rallied" "rally"
## [9369] "ralph" "rams"
## [9371] "ran" "ranch"
## [9373] "rand" "random"
## [9375] "randomly" "randy"
## [9377] "rang" "range"
## [9379] "rangers" "ranging"
## [9381] "rank" "ranked"
## [9383] "ranks" "rant"
## [9385] "rap" "rape"
## [9387] "rapid" "rapidly"
## [9389] "rapper" "rappers"
## [9391] "rare" "rarely"
## [9393] "raspberry" "rat"
## [9395] "rate" "rated"
## [9397] "rates" "rather"
## [9399] "rating" "ratings"
## [9401] "ratio" "rational"
## [9403] "rats" "raven"
## [9405] "ravens" "raw"
## [9407] "ray" "rays"
## [9409] "razor" "reach"
## [9411] "reached" "reaches"
## [9413] "reaching" "react"
## [9415] "reaction" "reactions"
## [9417] "read" "read blog"
## [9419] "read book" "read books"
## [9421] "read one" "reader"
## [9423] "readers" "readily"
## [9425] "reading" "reading book"
## [9427] "readings" "reads"
## [9429] "ready" "ready get"
## [9431] "ready go" "reagan"
## [9433] "real" "real estate"
## [9435] "real food" "real life"
## [9437] "real name" "real question"
## [9439] "real time" "real world"
## [9441] "realise" "realised"
## [9443] "realistic" "realities"
## [9445] "reality" "realization"
## [9447] "realize" "realized"
## [9449] "realizes" "realizing"
## [9451] "really" "really appreciate"
## [9453] "really bad" "really cant"
## [9455] "really care" "really cool"
## [9457] "really cute" "really didnt"
## [9459] "really dont" "really easy"
## [9461] "really enjoy" "really enjoyed"
## [9463] "really excited" "really feel"
## [9465] "really fun" "really get"
## [9467] "really go" "really going"
## [9469] "really good" "really great"
## [9471] "really happy" "really hard"
## [9473] "really hate" "really hope"
## [9475] "really hoping" "really just"
## [9477] "really know" "really like"
## [9479] "really liked" "really looking"
## [9481] "really looking forward" "really love"
## [9483] "really mean" "really need"
## [9485] "really nice" "really pretty"
## [9487] "really really" "really really really"
## [9489] "really think" "really tired"
## [9491] "really wanna" "really want"
## [9493] "really wanted" "really well"
## [9495] "really wish" "realm"
## [9497] "rear" "reason"
## [9499] "reasonable" "reasonably"
## [9501] "reasoning" "reasons"
## [9503] "reassuring" "rebecca"
## [9505] "rebel" "rebuild"
## [9507] "rec" "recall"
## [9509] "recalls" "recap"
## [9511] "receive" "received"
## [9513] "receiver" "receives"
## [9515] "receiving" "recent"
## [9517] "recent years" "recently"
## [9519] "reception" "recess"
## [9521] "recession" "recipe"
## [9523] "recipes" "recipient"
## [9525] "recognition" "recognize"
## [9527] "recognized" "recommend"
## [9529] "recommendation" "recommendations"
## [9531] "recommended" "record"
## [9533] "recorded" "recording"
## [9535] "recordings" "records"
## [9537] "recover" "recovered"
## [9539] "recovering" "recovery"
## [9541] "recruiting" "recycled"
## [9543] "red" "red bull"
## [9545] "red carpet" "red sox"
## [9547] "redemption" "reds"
## [9549] "redskins" "reduce"
## [9551] "reduced" "reduces"
## [9553] "reducing" "reed"
## [9555] "refer" "reference"
## [9557] "references" "referendum"
## [9559] "referred" "referring"
## [9561] "refers" "reflect"
## [9563] "reflected" "reflecting"
## [9565] "reflection" "reflects"
## [9567] "reform" "refreshing"
## [9569] "refrigerate" "refrigerator"
## [9571] "refs" "refuge"
## [9573] "refund" "refusal"
## [9575] "refuse" "refused"
## [9577] "refuses" "regard"
## [9579] "regarded" "regarding"
## [9581] "regardless" "regards"
## [9583] "regime" "region"
## [9585] "regional" "regions"
## [9587] "register" "registered"
## [9589] "registration" "regret"
## [9591] "regrets" "regular"
## [9593] "regular basis" "regularly"
## [9595] "regulation" "regulations"
## [9597] "rehab" "rehearsal"
## [9599] "rehearsals" "reid"
## [9601] "reject" "rejected"
## [9603] "rejection" "relate"
## [9605] "related" "relating"
## [9607] "relation" "relations"
## [9609] "relationship" "relationships"
## [9611] "relative" "relatively"
## [9613] "relatives" "relax"
## [9615] "relaxed" "relaxing"
## [9617] "relay" "release"
## [9619] "released" "releases"
## [9621] "releasing" "relevant"
## [9623] "reliable" "relief"
## [9625] "relieved" "religion"
## [9627] "religious" "reluctant"
## [9629] "rely" "relying"
## [9631] "remain" "remained"
## [9633] "remaining" "remains"
## [9635] "remake" "remarkable"
## [9637] "remarks" "remedy"
## [9639] "remember" "remembered"
## [9641] "remembering" "remembers"
## [9643] "remembrance" "remind"
## [9645] "reminded" "reminder"
## [9647] "reminding" "reminds"
## [9649] "remix" "remote"
## [9651] "remotely" "removal"
## [9653] "remove" "removed"
## [9655] "removing" "renaissance"
## [9657] "renew" "renewed"
## [9659] "reno" "rent"
## [9661] "rental" "rented"
## [9663] "rep" "repair"
## [9665] "repeat" "repeated"
## [9667] "repeatedly" "repeating"
## [9669] "replace" "replaced"
## [9671] "replacement" "replacing"
## [9673] "replay" "replied"
## [9675] "replies" "reply"
## [9677] "report" "reported"
## [9679] "reportedly" "reporter"
## [9681] "reporters" "reporting"
## [9683] "reports" "represent"
## [9685] "representation" "representative"
## [9687] "representatives" "represented"
## [9689] "representing" "represents"
## [9691] "reps" "republic"
## [9693] "republican" "republicans"
## [9695] "reputation" "request"
## [9697] "requested" "requesting"
## [9699] "requests" "require"
## [9701] "required" "requirement"
## [9703] "requirements" "requires"
## [9705] "reread" "rereading"
## [9707] "reruns" "rescue"
## [9709] "research" "researchers"
## [9711] "researching" "resemble"
## [9713] "resembles" "resentment"
## [9715] "reservations" "reserve"
## [9717] "reserved" "resident"
## [9719] "residential" "residents"
## [9721] "resist" "resistance"
## [9723] "resolution" "resolutions"
## [9725] "resolve" "resolved"
## [9727] "resort" "resource"
## [9729] "resources" "respect"
## [9731] "respectable" "respected"
## [9733] "respond" "responded"
## [9735] "responding" "responds"
## [9737] "response" "responses"
## [9739] "responsibilities" "responsibility"
## [9741] "responsible" "responsive"
## [9743] "rest" "rest day"
## [9745] "rest life" "rest us"
## [9747] "restaurant" "restaurants"
## [9749] "rested" "resting"
## [9751] "restoration" "restore"
## [9753] "restricted" "restrictions"
## [9755] "result" "resulted"
## [9757] "resulting" "results"
## [9759] "resume" "resurrected"
## [9761] "resurrection" "retail"
## [9763] "retailer" "retain"
## [9765] "retarded" "retire"
## [9767] "retired" "retirement"
## [9769] "retreat" "retro"
## [9771] "return" "returned"
## [9773] "returning" "returns"
## [9775] "retweet" "reunion"
## [9777] "rev" "reveal"
## [9779] "revealed" "revealing"
## [9781] "reveals" "revelation"
## [9783] "revenge" "revenue"
## [9785] "reverse" "review"
## [9787] "reviewed" "reviewing"
## [9789] "reviews" "revolution"
## [9791] "revolutionary" "reward"
## [9793] "rewarding" "rewards"
## [9795] "rewrite" "rex"
## [9797] "rhetoric" "rhythm"
## [9799] "rib" "ribbon"
## [9801] "ribs" "rice"
## [9803] "rich" "richard"
## [9805] "richer" "riches"
## [9807] "richie" "richmond"
## [9809] "rick" "rico"
## [9811] "rid" "ride"
## [9813] "rider" "riders"
## [9815] "rides" "ridge"
## [9817] "ridiculous" "ridiculously"
## [9819] "riding" "right"
## [9821] "right away" "right back"
## [9823] "right direction" "right front"
## [9825] "right hand" "right just"
## [9827] "right next" "right now"
## [9829] "right now im" "right one"
## [9831] "right place" "right thing"
## [9833] "right time" "right way"
## [9835] "right wrong" "righteous"
## [9837] "righteousness" "rights"
## [9839] "riley" "rim"
## [9841] "ring" "rings"
## [9843] "riot" "rip"
## [9845] "ripe" "ripped"
## [9847] "rise" "risen"
## [9849] "rises" "rising"
## [9851] "risk" "risks"
## [9853] "rita" "rite"
## [9855] "ritual" "rival"
## [9857] "river" "rivers"
## [9859] "road" "road trip"
## [9861] "roads" "roast"
## [9863] "roasted" "rob"
## [9865] "robert" "roberts"
## [9867] "robin" "robinson"
## [9869] "robot" "rock"
## [9871] "rocked" "rocket"
## [9873] "rockies" "rockin"
## [9875] "rocking" "rocks"
## [9877] "rockstar" "rocky"
## [9879] "rod" "rode"
## [9881] "rodeo" "rodgers"
## [9883] "roger" "rogers"
## [9885] "role" "role model"
## [9887] "roles" "roll"
## [9889] "rolled" "roller"
## [9891] "rolling" "rolls"
## [9893] "roman" "romance"
## [9895] "romans" "romantic"
## [9897] "rome" "romney"
## [9899] "ron" "ronald"
## [9901] "rondo" "roof"
## [9903] "rookie" "room"
## [9905] "room temperature" "roommate"
## [9907] "rooms" "roosevelt"
## [9909] "root" "rooting"
## [9911] "roots" "rope"
## [9913] "rose" "rosemary"
## [9915] "roses" "rosie"
## [9917] "ross" "roster"
## [9919] "rotation" "roth"
## [9921] "rough" "roughly"
## [9923] "round" "rounded"
## [9925] "rounds" "route"
## [9927] "routes" "routine"
## [9929] "row" "rows"
## [9931] "roy" "royal"
## [9933] "royalty" "rsvp"
## [9935] "rt “" "rt big"
## [9937] "rt can" "rt dont"
## [9939] "rt follow" "rt good"
## [9941] "rt great" "rt happy"
## [9943] "rt hope" "rt im"
## [9945] "rt just" "rt know"
## [9947] "rt love" "rt need"
## [9949] "rt new" "rt oh"
## [9951] "rt one" "rt rt"
## [9953] "rt still" "rt thanks"
## [9955] "rt think" "rt today"
## [9957] "rt u" "rt want"
## [9959] "rt will" "rt youre"
## [9961] "rt“" "rts"
## [9963] "rub" "rubbed"
## [9965] "rubber" "rude"
## [9967] "rug" "rugby"
## [9969] "ruin" "ruined"
## [9971] "ruins" "rule"
## [9973] "ruled" "rules"
## [9975] "ruling" "rum"
## [9977] "rumor" "rumors"
## [9979] "run" "run away"
## [9981] "runner" "runners"
## [9983] "running" "running around"
## [9985] "runs" "runway"
## [9987] "rural" "rush"
## [9989] "rushed" "rushing"
## [9991] "russell" "russia"
## [9993] "russian" "rustic"
## [9995] "rutgers" "ruth"
## [9997] "ryan" "s new"
## [9999] "s s" "sabbath"
## [10001] "sacramento" "sacred"
## [10003] "sacrifice" "sad"
## [10005] "sad day" "sadly"
## [10007] "sadness" "safe"
## [10009] "safe travels" "safely"
## [10011] "safer" "safety"
## [10013] "saffron" "saga"
## [10015] "said" "said “"
## [10017] "said done" "said dont"
## [10019] "said im" "said just"
## [10021] "said one" "said something"
## [10023] "said will" "sail"
## [10025] "sailing" "saint"
## [10027] "saints" "saith"
## [10029] "sake" "salad"
## [10031] "salads" "salary"
## [10033] "sale" "sales"
## [10035] "sally" "salmon"
## [10037] "salon" "salsa"
## [10039] "salt" "salt lake"
## [10041] "salt pepper" "salty"
## [10043] "salute" "salvation"
## [10045] "sam" "sample"
## [10047] "samples" "sampling"
## [10049] "samsung" "samuel"
## [10051] "samurai" "san"
## [10053] "san antonio" "san diego"
## [10055] "san francisco" "san jose"
## [10057] "sanctions" "sanctuary"
## [10059] "sand" "sanders"
## [10061] "sandiego" "sands"
## [10063] "sandwich" "sandwiches"
## [10065] "sandy" "sane"
## [10067] "sang" "sanity"
## [10069] "sans" "santa"
## [10071] "santa fe" "santorum"
## [10073] "sara" "sarah"
## [10075] "sarcasm" "sarcastic"
## [10077] "sassy" "sat"
## [10079] "satellite" "satisfaction"
## [10081] "satisfied" "satisfy"
## [10083] "satisfying" "saturday"
## [10085] "saturday morning" "saturday night"
## [10087] "saturdays" "sauce"
## [10089] "saucepan" "sausage"
## [10091] "savage" "save"
## [10093] "save money" "saved"
## [10095] "saves" "saving"
## [10097] "savings" "savior"
## [10099] "savvy" "saw"
## [10101] "sax" "say"
## [10103] "say ’m" "say “"
## [10105] "say anything" "say dont"
## [10107] "say hello" "say hi"
## [10109] "say im" "say love"
## [10111] "say never" "say one"
## [10113] "say something" "say thank"
## [10115] "say will" "say word"
## [10117] "say yes" "sayin"
## [10119] "saying" "saying “"
## [10121] "says" "says “"
## [10123] "says will" "scale"
## [10125] "scam" "scan"
## [10127] "scandal" "scar"
## [10129] "scare" "scared"
## [10131] "scarf" "scarlet"
## [10133] "scars" "scary"
## [10135] "scattered" "scenario"
## [10137] "scenarios" "scene"
## [10139] "scenes" "scent"
## [10141] "schedule" "scheduled"
## [10143] "schedules" "scheduling"
## [10145] "scheme" "scholars"
## [10147] "scholarship" "school"
## [10149] "school board" "school im"
## [10151] "school today" "school tomorrow"
## [10153] "school year" "schools"
## [10155] "science" "science fiction"
## [10157] "sciences" "scientific"
## [10159] "scientist" "scientists"
## [10161] "scifi" "scoop"
## [10163] "scooter" "scope"
## [10165] "score" "scored"
## [10167] "scores" "scoring"
## [10169] "scotch" "scotland"
## [10171] "scott" "scottish"
## [10173] "scout" "scouts"
## [10175] "scramble" "scrap"
## [10177] "scrapbook" "scrapbooking"
## [10179] "scrape" "scraps"
## [10181] "scratch" "scream"
## [10183] "screamed" "screaming"
## [10185] "screams" "screen"
## [10187] "screening" "screens"
## [10189] "screw" "screwed"
## [10191] "screws" "script"
## [10193] "scripture" "scroll"
## [10195] "sculpture" "sea"
## [10197] "seafood" "seal"
## [10199] "sealed" "seals"
## [10201] "seam" "sean"
## [10203] "search" "searched"
## [10205] "searches" "searching"
## [10207] "season" "seasonal"
## [10209] "seasoned" "seasoning"
## [10211] "seasons" "seat"
## [10213] "seated" "seats"
## [10215] "seattle" "seau"
## [10217] "sec" "second"
## [10219] "second half" "second time"
## [10221] "secondary" "secondly"
## [10223] "seconds" "secret"
## [10225] "secretary" "secretly"
## [10227] "secrets" "section"
## [10229] "sections" "sector"
## [10231] "secure" "secured"
## [10233] "security" "see"
## [10235] "see can" "see everyone"
## [10237] "see first" "see goes"
## [10239] "see guys" "see happens"
## [10241] "see im" "see like"
## [10243] "see much" "see new"
## [10245] "see next" "see now"
## [10247] "see one" "see people"
## [10249] "see real" "see see"
## [10251] "see soon" "see things"
## [10253] "see tomorrow" "see tonight"
## [10255] "see two" "see u"
## [10257] "see us" "see whats"
## [10259] "see ya" "seed"
## [10261] "seeds" "seeing"
## [10263] "seek" "seeking"
## [10265] "seeks" "seem"
## [10267] "seem like" "seemed"
## [10269] "seemed like" "seemingly"
## [10271] "seems" "seems like"
## [10273] "seen" "seen many"
## [10275] "sees" "segment"
## [10277] "segments" "select"
## [10279] "selected" "selection"
## [10281] "selena" "self"
## [10283] "selfish" "sell"
## [10285] "selling" "sells"
## [10287] "selves" "semester"
## [10289] "seminar" "sen"
## [10291] "senate" "senator"
## [10293] "senators" "send"
## [10295] "send email" "send link"
## [10297] "send us" "sending"
## [10299] "sends" "senior"
## [10301] "seniors" "sensation"
## [10303] "sense" "sense humor"
## [10305] "senses" "sensible"
## [10307] "sensitive" "sensual"
## [10309] "sent" "sent email"
## [10311] "sentence" "sentenced"
## [10313] "sentences" "sentiment"
## [10315] "seo" "separate"
## [10317] "separated" "separately"
## [10319] "separation" "sept"
## [10321] "september" "september th"
## [10323] "sequel" "sequence"
## [10325] "serial" "series"
## [10327] "serious" "seriously"
## [10329] "sermon" "servant"
## [10331] "servants" "serve"
## [10333] "served" "server"
## [10335] "servers" "serves"
## [10337] "service" "services"
## [10339] "services llc" "serving"
## [10341] "sesame" "session"
## [10343] "sessions" "set"
## [10345] "set aside" "seth"
## [10347] "sets" "setting"
## [10349] "settings" "settle"
## [10351] "settled" "settlement"
## [10353] "settling" "setup"
## [10355] "seven" "seventh"
## [10357] "several" "several times"
## [10359] "several weeks" "several years"
## [10361] "severe" "severely"
## [10363] "sew" "sewed"
## [10365] "sewing" "sex"
## [10367] "sexual" "sexy"
## [10369] "shade" "shades"
## [10371] "shadow" "shadows"
## [10373] "shady" "shake"
## [10375] "shakes" "shakespeare"
## [10377] "shaking" "shall"
## [10379] "shallow" "shame"
## [10381] "shampoo" "shanghai"
## [10383] "shannon" "shape"
## [10385] "shaped" "shapes"
## [10387] "shaping" "share"
## [10389] "shared" "shares"
## [10391] "sharing" "shark"
## [10393] "sharks" "sharon"
## [10395] "sharp" "shave"
## [10397] "shaved" "shaving"
## [10399] "shaw" "shed"
## [10401] "sheen" "sheep"
## [10403] "sheer" "sheet"
## [10405] "sheets" "shelf"
## [10407] "shell" "shells"
## [10409] "shelter" "shelves"
## [10411] "shepherd" "sheridan"
## [10413] "sheriff" "sheriffs"
## [10415] "shes" "shift"
## [10417] "shifting" "shifts"
## [10419] "shine" "shining"
## [10421] "shiny" "ship"
## [10423] "shipment" "shipped"
## [10425] "shipping" "ships"
## [10427] "shirley" "shirt"
## [10429] "shirts" "shit"
## [10431] "shit just" "shitty"
## [10433] "shock" "shocked"
## [10435] "shocking" "shoe"
## [10437] "shoes" "shook"
## [10439] "shoot" "shooting"
## [10441] "shoots" "shop"
## [10443] "shoppers" "shopping"
## [10445] "shops" "shore"
## [10447] "short" "short stories"
## [10449] "shorter" "shortly"
## [10451] "shorts" "shot"
## [10453] "shots" "shoulder"
## [10455] "shoulders" "shouldn’t"
## [10457] "shouldnt" "shouldve"
## [10459] "shout" "shouted"
## [10461] "shouting" "shoutout"
## [10463] "show" "show love"
## [10465] "show support" "show tonight"
## [10467] "show us" "showcase"
## [10469] "showed" "shower"
## [10471] "showered" "showers"
## [10473] "showing" "shown"
## [10475] "shows" "shredded"
## [10477] "shrimp" "sht"
## [10479] "shuffle" "shut"
## [10481] "shuttle" "shy"
## [10483] "siblings" "sick"
## [10485] "sickness" "side"
## [10487] "side road" "sidebar"
## [10489] "sides" "sidewalk"
## [10491] "sidney" "sierra"
## [10493] "sigh" "sight"
## [10495] "sign" "signal"
## [10497] "signals" "signature"
## [10499] "signed" "significance"
## [10501] "significant" "significantly"
## [10503] "signing" "signs"
## [10505] "silence" "silent"
## [10507] "silently" "silk"
## [10509] "silly" "silver"
## [10511] "similar" "similarly"
## [10513] "simmons" "simon"
## [10515] "simple" "simplicity"
## [10517] "simply" "simpson"
## [10519] "simultaneously" "sin"
## [10521] "since" "since first"
## [10523] "since im" "since ive"
## [10525] "since last" "sincere"
## [10527] "sincerely" "sing"
## [10529] "singapore" "singer"
## [10531] "singers" "singing"
## [10533] "single" "single day"
## [10535] "singles" "sings"
## [10537] "sink" "sinking"
## [10539] "sinner" "sins"
## [10541] "sip" "sipping"
## [10543] "sir" "siri"
## [10545] "sis" "sister"
## [10547] "sisters" "sit"
## [10549] "sit back" "site"
## [10551] "sites" "sits"
## [10553] "sittin" "sitting"
## [10555] "sitting next" "situation"
## [10557] "situations" "six"
## [10559] "six months" "six years"
## [10561] "sixteen" "sixth"
## [10563] "size" "sized"
## [10565] "sizes" "skate"
## [10567] "skating" "skeptical"
## [10569] "sketch" "sketchy"
## [10571] "ski" "skies"
## [10573] "skill" "skillet"
## [10575] "skills" "skin"
## [10577] "skinny" "skins"
## [10579] "skip" "skipped"
## [10581] "skipping" "skirt"
## [10583] "skirts" "skull"
## [10585] "sky" "skype"
## [10587] "slacker" "slam"
## [10589] "slap" "slave"
## [10591] "slavery" "slaves"
## [10593] "slavic" "sleek"
## [10595] "sleep" "sleeping"
## [10597] "sleepless" "sleeps"
## [10599] "sleepy" "sleeve"
## [10601] "sleeves" "slept"
## [10603] "slice" "sliced"
## [10605] "slices" "slick"
## [10607] "slid" "slide"
## [10609] "slides" "slight"
## [10611] "slightly" "slim"
## [10613] "slip" "slipped"
## [10615] "slippery" "sloppy"
## [10617] "slot" "slow"
## [10619] "slower" "slowly"
## [10621] "slut" "smack"
## [10623] "small" "small bowl"
## [10625] "small business" "small businesses"
## [10627] "small group" "small town"
## [10629] "small world" "smaller"
## [10631] "smallest" "smart"
## [10633] "smarter" "smash"
## [10635] "smashed" "smell"
## [10637] "smell like" "smelled"
## [10639] "smelling" "smells"
## [10641] "smells like" "smelly"
## [10643] "smh" "smile"
## [10645] "smile face" "smiled"
## [10647] "smiles" "smiley"
## [10649] "smiling" "smith"
## [10651] "smoke" "smoked"
## [10653] "smokin" "smoking"
## [10655] "smooth" "smoothie"
## [10657] "snack" "snacks"
## [10659] "snake" "snap"
## [10661] "snapped" "sneak"
## [10663] "snl" "snow"
## [10665] "snowing" "snowmobile"
## [10667] "snowy" "snuggle"
## [10669] "soak" "soaked"
## [10671] "soap" "sober"
## [10673] "socalled" "soccer"
## [10675] "soccer game" "soccer team"
## [10677] "social" "social media"
## [10679] "social networking" "social networks"
## [10681] "social security" "socialist"
## [10683] "societies" "society"
## [10685] "sock" "socks"
## [10687] "soda" "sofa"
## [10689] "soft" "softball"
## [10691] "softly" "software"
## [10693] "soil" "solar"
## [10695] "sold" "soldier"
## [10697] "soldiers" "sole"
## [10699] "solely" "solid"
## [10701] "solo" "solomon"
## [10703] "solution" "solutions"
## [10705] "solve" "solved"
## [10707] "solving" "somebody"
## [10709] "someday" "someday will"
## [10711] "somehow" "someone"
## [10713] "someone can" "someone else"
## [10715] "someone elses" "someone just"
## [10717] "someone know" "someone like"
## [10719] "someone love" "someone please"
## [10721] "someone talk" "someone’s"
## [10723] "someones" "somerset"
## [10725] "somethin" "something"
## [10727] "something can" "something different"
## [10729] "something else" "something good"
## [10731] "something im" "something like"
## [10733] "something new" "something really"
## [10735] "something right" "something special"
## [10737] "something will" "sometime"
## [10739] "sometimes" "sometimes just"
## [10741] "somewhat" "somewhere"
## [10743] "son" "song"
## [10745] "songs" "sons"
## [10747] "sony" "soo"
## [10749] "soo much" "soon"
## [10751] "soon can" "sooner"
## [10753] "soothing" "sophisticated"
## [10755] "sophomore" "sore"
## [10757] "sorrow" "sorry"
## [10759] "sorry couldnt" "sorry didnt"
## [10761] "sorry hear" "sorry im"
## [10763] "sorry missed" "sort"
## [10765] "sorta" "sorts"
## [10767] "sought" "soul"
## [10769] "souls" "sound"
## [10771] "sound good" "sound like"
## [10773] "sounded" "sounded like"
## [10775] "sounding" "sounds"
## [10777] "sounds good" "sounds great"
## [10779] "sounds like" "soundtrack"
## [10781] "soup" "soups"
## [10783] "sour" "sour cream"
## [10785] "source" "sources"
## [10787] "south" "south africa"
## [10789] "south african" "south carolina"
## [10791] "southeast" "southern"
## [10793] "southwest" "soviet"
## [10795] "sox" "soy"
## [10797] "spa" "space"
## [10799] "spaces" "spaghetti"
## [10801] "spain" "spam"
## [10803] "span" "spanish"
## [10805] "spare" "spare time"
## [10807] "spark" "sparkle"
## [10809] "sparkly" "speak"
## [10811] "speaker" "speakers"
## [10813] "speaking" "speaks"
## [10815] "special" "special day"
## [10817] "special guest" "specialist"
## [10819] "specially" "specials"
## [10821] "specialty" "species"
## [10823] "specific" "specifically"
## [10825] "spectacular" "spectrum"
## [10827] "speculation" "speech"
## [10829] "speed" "speedy"
## [10831] "spell" "spellbinders"
## [10833] "spelled" "spelling"
## [10835] "spend" "spend lot"
## [10837] "spend money" "spend time"
## [10839] "spending" "spending money"
## [10841] "spending time" "spends"
## [10843] "spent" "spent day"
## [10845] "spent time" "spice"
## [10847] "spices" "spicy"
## [10849] "spider" "spiders"
## [10851] "spill" "spilled"
## [10853] "spin" "spinach"
## [10855] "spine" "spinning"
## [10857] "spirit" "spirits"
## [10859] "spiritual" "spit"
## [10861] "spite" "splash"
## [10863] "split" "splits"
## [10865] "spoil" "spoiled"
## [10867] "spoke" "spoken"
## [10869] "spokesman" "spokesperson"
## [10871] "sponge" "spongebob"
## [10873] "sponsor" "sponsored"
## [10875] "sponsoring" "sponsors"
## [10877] "sponsorship" "spontaneous"
## [10879] "spoon" "spoons"
## [10881] "sport" "sporting"
## [10883] "sports" "spot"
## [10885] "spotify" "spotlight"
## [10887] "spots" "spotted"
## [10889] "spouse" "spray"
## [10891] "spread" "spread word"
## [10893] "spreading" "spreading word"
## [10895] "spring" "spring break"
## [10897] "springs" "sprinkle"
## [10899] "sprinkled" "sprint"
## [10901] "spurs" "spy"
## [10903] "squad" "square"
## [10905] "squares" "squash"
## [10907] "squeeze" "squirrel"
## [10909] "sry" "st century"
## [10911] "st louis" "st patricks"
## [10913] "st patricks day" "st pattys"
## [10915] "stab" "stable"
## [10917] "stack" "stadium"
## [10919] "staff" "stage"
## [10921] "stages" "stains"
## [10923] "stairs" "stake"
## [10925] "stalking" "stall"
## [10927] "stamp" "stamp set"
## [10929] "stamped" "stampin"
## [10931] "stamping" "stamps"
## [10933] "stance" "stand"
## [10935] "standard" "standards"
## [10937] "standing" "stands"
## [10939] "stanford" "stanley"
## [10941] "staple" "star"
## [10943] "star trek" "starbucks"
## [10945] "stare" "stared"
## [10947] "staring" "stark"
## [10949] "starring" "stars"
## [10951] "start" "start day"
## [10953] "start new" "start week"
## [10955] "start working" "started"
## [10957] "started reading" "starter"
## [10959] "starters" "starting"
## [10961] "starting get" "starts"
## [10963] "starts pm" "startup"
## [10965] "starving" "stash"
## [10967] "stat" "state"
## [10969] "state university" "stated"
## [10971] "statement" "statements"
## [10973] "states" "stating"
## [10975] "station" "stations"
## [10977] "statistics" "stats"
## [10979] "status" "stay"
## [10981] "stay away" "stay home"
## [10983] "stay tuned" "stayed"
## [10985] "staying" "stays"
## [10987] "steady" "steak"
## [10989] "steal" "stealing"
## [10991] "steals" "steam"
## [10993] "steamed" "steampunk"
## [10995] "steel" "steelers"
## [10997] "steep" "stellar"
## [10999] "stem" "step"
## [11001] "stephanie" "stephen"
## [11003] "stepped" "stepping"
## [11005] "steps" "stereotypes"
## [11007] "steve" "steve jobs"
## [11009] "steven" "stevens"
## [11011] "stevie" "stewart"
## [11013] "stick" "sticker"
## [11015] "stickers" "sticking"
## [11017] "sticks" "sticky"
## [11019] "stiff" "still"
## [11021] "still alive" "still available"
## [11023] "still cant" "still dont"
## [11025] "still get" "still going"
## [11027] "still got" "still like"
## [11029] "still looking" "still love"
## [11031] "still need" "still remember"
## [11033] "still think" "still thinking"
## [11035] "still trying" "still waiting"
## [11037] "still want" "still working"
## [11039] "stir" "stirring"
## [11041] "stitch" "stitches"
## [11043] "stitching" "stl"
## [11045] "stock" "stocking"
## [11047] "stocks" "stoked"
## [11049] "stole" "stolen"
## [11051] "stomach" "stone"
## [11053] "stones" "stood"
## [11055] "stop" "stop talking"
## [11057] "stop thinking" "stopped"
## [11059] "stopping" "stops"
## [11061] "storage" "store"
## [11063] "stored" "stores"
## [11065] "stories" "storm"
## [11067] "storms" "story"
## [11069] "story life" "story one"
## [11071] "storyline" "storyteller"
## [11073] "storytelling" "stout"
## [11075] "straight" "straightforward"
## [11077] "strain" "strange"
## [11079] "strangely" "stranger"
## [11081] "strangers" "strategic"
## [11083] "strategies" "strategy"
## [11085] "straw" "strawberries"
## [11087] "strawberry" "stray"
## [11089] "streak" "stream"
## [11091] "streaming" "streams"
## [11093] "street" "streets"
## [11095] "strength" "strengthen"
## [11097] "strengths" "stress"
## [11099] "stressed" "stressful"
## [11101] "stretch" "stretched"
## [11103] "stretching" "strict"
## [11105] "strictly" "strike"
## [11107] "strikes" "striking"
## [11109] "string" "strings"
## [11111] "strip" "stripped"
## [11113] "strips" "strive"
## [11115] "stroke" "stroll"
## [11117] "strong" "stronger"
## [11119] "strongest" "strongly"
## [11121] "struck" "structure"
## [11123] "structures" "struggle"
## [11125] "struggled" "struggles"
## [11127] "struggling" "stuart"
## [11129] "stuck" "stuck head"
## [11131] "student" "students"
## [11133] "studied" "studies"
## [11135] "studio" "studios"
## [11137] "study" "studying"
## [11139] "stuff" "stuff like"
## [11141] "stuffed" "stuffing"
## [11143] "stumble" "stumbled"
## [11145] "stunning" "stupid"
## [11147] "stupidity" "style"
## [11149] "styles" "stylish"
## [11151] "stylus" "sub"
## [11153] "subject" "subjected"
## [11155] "subjects" "submission"
## [11157] "submissions" "submit"
## [11159] "submitted" "subscribe"
## [11161] "subscribers" "subscription"
## [11163] "subsequent" "substance"
## [11165] "substantial" "substantially"
## [11167] "substitute" "subtle"
## [11169] "suburban" "subway"
## [11171] "succeed" "success"
## [11173] "successful" "successfully"
## [11175] "suck" "sucked"
## [11177] "sucker" "sucking"
## [11179] "sucks" "sudan"
## [11181] "sudden" "suddenly"
## [11183] "sue" "suffer"
## [11185] "suffered" "suffering"
## [11187] "suffice" "sufficient"
## [11189] "sugar" "suggest"
## [11191] "suggested" "suggesting"
## [11193] "suggestion" "suggestions"
## [11195] "suggests" "suicide"
## [11197] "suicides" "suit"
## [11199] "suitable" "suitcase"
## [11201] "suite" "suits"
## [11203] "sum" "summary"
## [11205] "summer" "summer time"
## [11207] "summers" "summit"
## [11209] "sums" "sun"
## [11211] "sunday" "sunday afternoon"
## [11213] "sunday morning" "sunday night"
## [11215] "sundays" "sunflower"
## [11217] "sung" "sunglasses"
## [11219] "sunlight" "sunny"
## [11221] "sunrise" "suns"
## [11223] "sunset" "sunshine"
## [11225] "sup" "super"
## [11227] "super bowl" "super cute"
## [11229] "super excited" "superb"
## [11231] "superbowl" "superhero"
## [11233] "superior" "supernatural"
## [11235] "superstar" "supper"
## [11237] "supplied" "supplies"
## [11239] "supply" "support"
## [11241] "support group" "support local"
## [11243] "supported" "supporters"
## [11245] "supporting" "supportive"
## [11247] "supports" "suppose"
## [11249] "supposed" "supposedly"
## [11251] "supreme" "supreme court"
## [11253] "sure" "sure can"
## [11255] "sure check" "sure many"
## [11257] "sure will" "surely"
## [11259] "surf" "surface"
## [11261] "surfing" "surge"
## [11263] "surgery" "surprise"
## [11265] "surprised" "surprises"
## [11267] "surprising" "surprisingly"
## [11269] "surreal" "surrender"
## [11271] "surrendered" "surround"
## [11273] "surrounded" "surrounding"
## [11275] "surveillance" "survey"
## [11277] "survival" "survive"
## [11279] "survived" "surviving"
## [11281] "survivor" "survivors"
## [11283] "susan" "sushi"
## [11285] "suspect" "suspects"
## [11287] "suspended" "suspension"
## [11289] "suspicious" "sustain"
## [11291] "sustainability" "sustainable"
## [11293] "swag" "swallow"
## [11295] "swap" "swear"
## [11297] "sweat" "sweater"
## [11299] "sweating" "sweaty"
## [11301] "sweden" "sweep"
## [11303] "sweeping" "sweeps"
## [11305] "sweet" "sweetest"
## [11307] "sweetheart" "sweetie"
## [11309] "sweetness" "sweets"
## [11311] "swept" "swift"
## [11313] "swim" "swimming"
## [11315] "swing" "swiss"
## [11317] "switch" "switched"
## [11319] "switching" "sword"
## [11321] "sxsw" "sydney"
## [11323] "symbol" "symbols"
## [11325] "sympathy" "symposium"
## [11327] "symptoms" "sync"
## [11329] "syndrome" "synopsis"
## [11331] "syracuse" "syria"
## [11333] "syrup" "system"
## [11335] "systems" "tab"
## [11337] "table" "tables"
## [11339] "tablespoon" "tablespoons"
## [11341] "tablet" "tablets"
## [11343] "tabs" "tackle"
## [11345] "tackling" "taco"
## [11347] "taco bell" "tacos"
## [11349] "tactics" "tad"
## [11351] "tag" "tagged"
## [11353] "tags" "tail"
## [11355] "tailgate" "tainted"
## [11357] "take" "take action"
## [11359] "take advantage" "take away"
## [11361] "take back" "take break"
## [11363] "take care" "take get"
## [11365] "take good" "take granted"
## [11367] "take long" "take look"
## [11369] "take much" "take nap"
## [11371] "take one" "take picture"
## [11373] "take pictures" "take place"
## [11375] "take risk" "take time"
## [11377] "take us" "taken"
## [11379] "takeover" "takes"
## [11381] "takes place" "takes time"
## [11383] "taking" "taking care"
## [11385] "taking pictures" "taking place"
## [11387] "taking time" "tale"
## [11389] "talent" "talented"
## [11391] "talents" "tales"
## [11393] "talk" "talked"
## [11395] "talkin" "talking"
## [11397] "talks" "tall"
## [11399] "tame" "tampa"
## [11401] "tampa bay" "tan"
## [11403] "tank" "tanks"
## [11405] "tanning" "tap"
## [11407] "tape" "taped"
## [11409] "tapes" "tapped"
## [11411] "target" "targeted"
## [11413] "targeting" "targets"
## [11415] "tart" "task"
## [11417] "task force" "tasks"
## [11419] "taste" "tasted"
## [11421] "tastes" "tasting"
## [11423] "tasty" "tat"
## [11425] "tattoo" "tattoos"
## [11427] "taught" "tavern"
## [11429] "tax" "taxes"
## [11431] "taxi" "taxpayers"
## [11433] "taylor" "taylor swift"
## [11435] "tbs" "tbsp"
## [11437] "tea" "tea party"
## [11439] "teach" "teacher"
## [11441] "teachers" "teaching"
## [11443] "team" "teamfollowback"
## [11445] "teammates" "teams"
## [11447] "tear" "tears"
## [11449] "tease" "teaspoon"
## [11451] "tebow" "tech"
## [11453] "technical" "technically"
## [11455] "technique" "techniques"
## [11457] "technologies" "technology"
## [11459] "ted" "teddy"
## [11461] "tee" "teen"
## [11463] "teenage" "teenager"
## [11465] "teenagers" "teens"
## [11467] "teeth" "telephone"
## [11469] "television" "tell"
## [11471] "tell friends" "tell people"
## [11473] "tell story" "tell truth"
## [11475] "tell u" "tell us"
## [11477] "tell ya" "tellin"
## [11479] "telling" "telling story"
## [11481] "telling us" "tells"
## [11483] "tells us" "temp"
## [11485] "temper" "temperature"
## [11487] "temperatures" "template"
## [11489] "temple" "temporarily"
## [11491] "temporary" "temps"
## [11493] "temptation" "tempted"
## [11495] "ten" "ten minutes"
## [11497] "ten years" "tend"
## [11499] "tendencies" "tendency"
## [11501] "tender" "tends"
## [11503] "tennessee" "tennis"
## [11505] "tension" "tent"
## [11507] "tenure" "tequila"
## [11509] "term" "terminal"
## [11511] "terms" "terrible"
## [11513] "terribly" "terrific"
## [11515] "terrified" "terrifying"
## [11517] "territory" "terror"
## [11519] "terrorism" "terrorist"
## [11521] "terrorists" "terry"
## [11523] "test" "testament"
## [11525] "tested" "testimony"
## [11527] "testing" "tests"
## [11529] "texans" "texas"
## [11531] "text" "text back"
## [11533] "text messages" "texted"
## [11535] "texting" "texts"
## [11537] "texture" "textures"
## [11539] "tgif" "th anniversary"
## [11541] "th annual" "th birthday"
## [11543] "th century" "th follower"
## [11545] "th grade" "th july"
## [11547] "th pm" "th st"
## [11549] "th street" "th th"
## [11551] "tha" "thai"
## [11553] "thailand" "thank"
## [11555] "thank everyone" "thank follow"
## [11557] "thank following" "thank god"
## [11559] "thank goodness" "thank great"
## [11561] "thank love" "thank much"
## [11563] "thank rt" "thank support"
## [11565] "thank u" "thanked"
## [11567] "thankful" "thankfully"
## [11569] "thanking" "thanks"
## [11571] "thanks coming" "thanks everyone"
## [11573] "thanks everyone came" "thanks ff"
## [11575] "thanks follow" "thanks following"
## [11577] "thanks following us" "thanks glad"
## [11579] "thanks great" "thanks guys"
## [11581] "thanks im" "thanks kind"
## [11583] "thanks kind words" "thanks letting"
## [11585] "thanks love" "thanks man"
## [11587] "thanks mention" "thanks much"
## [11589] "thanks new" "thanks retweet"
## [11591] "thanks rt" "thanks rts"
## [11593] "thanks sharing" "thanks shout"
## [11595] "thanks shoutout" "thanks stopping"
## [11597] "thanks support" "thanks tweet"
## [11599] "thanks will" "thanksgiving"
## [11601] "thankyou" "thanx"
## [11603] "thatll" "thats"
## [11605] "thats awesome" "thats bad"
## [11607] "thats best" "thats cool"
## [11609] "thats funny" "thats good"
## [11611] "thats great" "thats im"
## [11613] "thats just" "thats like"
## [11615] "thats one" "thats pretty"
## [11617] "thats really" "thats right"
## [11619] "thats way" "theater"
## [11621] "theaters" "theatre"
## [11623] "thee" "theft"
## [11625] "theme" "themed"
## [11627] "themes" "theology"
## [11629] "theories" "theory"
## [11631] "therapist" "therapy"
## [11633] "therefore" "theres"
## [11635] "theres always" "theres lot"
## [11637] "theres nothing" "theres one"
## [11639] "theres something" "theres way"
## [11641] "thevoice" "theyd"
## [11643] "theyll" "theyre"
## [11645] "theyre going" "theyve"
## [11647] "thick" "thief"
## [11649] "thighs" "thin"
## [11651] "thing" "thing can"
## [11653] "thing ever" "thing im"
## [11655] "thing ive" "thing just"
## [11657] "thing say" "thing will"
## [11659] "thing world" "things"
## [11661] "things ’ve" "things better"
## [11663] "things can" "things change"
## [11665] "things come" "things done"
## [11667] "things dont" "things get"
## [11669] "things go" "things going"
## [11671] "things happen" "things ive"
## [11673] "things just" "things life"
## [11675] "things like" "things need"
## [11677] "things really" "things want"
## [11679] "things will" "thingy"
## [11681] "think" "think ’ll"
## [11683] "think ’s" "think anything"
## [11685] "think best" "think better"
## [11687] "think can" "think going"
## [11689] "think good" "think got"
## [11691] "think great" "think id"
## [11693] "think ill" "think im"
## [11695] "think im going" "think ive"
## [11697] "think just" "think know"
## [11699] "think like" "think lot"
## [11701] "think make" "think might"
## [11703] "think much" "think need"
## [11705] "think one" "think people"
## [11707] "think really" "think something"
## [11709] "think thats" "think theyre"
## [11711] "think things" "think think"
## [11713] "think time" "think will"
## [11715] "think youre" "thinking"
## [11717] "thinks" "thinks im"
## [11719] "third" "third time"
## [11721] "thirsty" "thirteen"
## [11723] "thirty" "thnx"
## [11725] "tho" "thomas"
## [11727] "thompson" "thorough"
## [11729] "thoroughly" "thou"
## [11731] "though" "though ’s"
## [11733] "though im" "though just"
## [11735] "thought" "thought ’d"
## [11737] "thought id" "thought just"
## [11739] "thought might" "thought one"
## [11741] "thought u" "thoughtful"
## [11743] "thoughts" "thousand"
## [11745] "thousands" "thread"
## [11747] "threads" "threat"
## [11749] "threaten" "threatened"
## [11751] "threatening" "threats"
## [11753] "three" "three days"
## [11755] "three months" "three things"
## [11757] "three times" "three weeks"
## [11759] "three years" "threw"
## [11761] "thrift" "thrill"
## [11763] "thrilled" "thriller"
## [11765] "thrilling" "throat"
## [11767] "throne" "thrones"
## [11769] "throughout" "throughout day"
## [11771] "throw" "throwing"
## [11773] "thrown" "throws"
## [11775] "thru" "tht"
## [11777] "thumb" "thumbs"
## [11779] "thunder" "thurs"
## [11781] "thursday" "thursday night"
## [11783] "thursdays" "thus"
## [11785] "thus far" "thx"
## [11787] "thy" "tick"
## [11789] "ticket" "tickets"
## [11791] "tickets see" "tide"
## [11793] "tie" "tied"
## [11795] "tier" "ties"
## [11797] "tiger" "tigers"
## [11799] "tight" "tightly"
## [11801] "til" "tile"
## [11803] "till" "tim"
## [11805] "timbers" "time"
## [11807] "time ’s" "time ago"
## [11809] "time around" "time can"
## [11811] "time change" "time coming"
## [11813] "time day" "time dont"
## [11815] "time even" "time family"
## [11817] "time get" "time getting"
## [11819] "time go" "time going"
## [11821] "time good" "time got"
## [11823] "time great" "time im"
## [11825] "time ive" "time just"
## [11827] "time last" "time life"
## [11829] "time little" "time lol"
## [11831] "time long" "time make"
## [11833] "time money" "time new"
## [11835] "time next" "time now"
## [11837] "time one" "time people"
## [11839] "time read" "time right"
## [11841] "time saw" "time see"
## [11843] "time since" "time soon"
## [11845] "time spent" "time start"
## [11847] "time take" "time talk"
## [11849] "time think" "time time"
## [11851] "time today" "time together"
## [11853] "time trying" "time watch"
## [11855] "time will" "time year"
## [11857] "time”" "timeline"
## [11859] "timely" "times"
## [11861] "times day" "times week"
## [11863] "timing" "timothy"
## [11865] "tin" "tina"
## [11867] "tiny" "tip"
## [11869] "tips" "tire"
## [11871] "tired" "tires"
## [11873] "tis" "tissue"
## [11875] "titanic" "title"
## [11877] "titled" "titles"
## [11879] "tits" "tix"
## [11881] "tmrw" "toast"
## [11883] "toasted" "tobacco"
## [11885] "today" "today can"
## [11887] "today day" "today first"
## [11889] "today good" "today great"
## [11891] "today im" "today just"
## [11893] "today last" "today love"
## [11895] "today new" "today one"
## [11897] "today pm" "today really"
## [11899] "today show" "today still"
## [11901] "today tomorrow" "today will"
## [11903] "today’s" "today”"
## [11905] "todays" "todd"
## [11907] "toddler" "toddlers"
## [11909] "todo" "todo list"
## [11911] "toe" "toes"
## [11913] "tofu" "together"
## [11915] "toilet" "told"
## [11917] "told us" "tolerance"
## [11919] "tom" "tomato"
## [11921] "tomatoes" "tommy"
## [11923] "tomorrow" "tomorrow morning"
## [11925] "tomorrow night" "tomorrow see"
## [11927] "tomorrow will" "tomorrows"
## [11929] "toms" "ton"
## [11931] "tone" "tones"
## [11933] "tongue" "tongues"
## [11935] "tonight" "tonight can"
## [11937] "tonight get" "tonight im"
## [11939] "tonight pm" "tonights"
## [11941] "tonite" "tons"
## [11943] "tony" "took"
## [11945] "took long" "took place"
## [11947] "took time" "took us"
## [11949] "tool" "tools"
## [11951] "tooth" "toothbrush"
## [11953] "top" "topic"
## [11955] "topics" "topped"
## [11957] "topping" "tops"
## [11959] "torch" "tore"
## [11961] "torn" "tornado"
## [11963] "tornadoes" "toronto"
## [11965] "torture" "toss"
## [11967] "tossed" "total"
## [11969] "totally" "totally agree"
## [11971] "touch" "touched"
## [11973] "touches" "touching"
## [11975] "tough" "toughest"
## [11977] "tour" "touring"
## [11979] "tourism" "tourist"
## [11981] "tourists" "tournament"
## [11983] "tourney" "tours"
## [11985] "toward" "towards"
## [11987] "towards end" "towel"
## [11989] "tower" "towers"
## [11991] "town" "town hall"
## [11993] "towns" "toy"
## [11995] "toyota" "toys"
## [11997] "trace" "traced"
## [11999] "track" "tracking"
## [12001] "tracks" "tracy"
## [12003] "trade" "traded"
## [12005] "trader" "trading"
## [12007] "tradition" "traditional"
## [12009] "traditionally" "traditions"
## [12011] "traffic" "trafficking"
## [12013] "tragedy" "tragic"
## [12015] "trail" "trailer"
## [12017] "trails" "train"
## [12019] "train station" "trained"
## [12021] "trainer" "training"
## [12023] "trains" "traits"
## [12025] "transfer" "transferred"
## [12027] "transform" "transformation"
## [12029] "transformed" "transit"
## [12031] "transition" "translate"
## [12033] "translated" "translates"
## [12035] "translation" "transmission"
## [12037] "transparency" "transparent"
## [12039] "transplant" "transport"
## [12041] "transportation" "trap"
## [12043] "trapped" "trash"
## [12045] "trauma" "travel"
## [12047] "traveled" "traveling"
## [12049] "travelled" "travelling"
## [12051] "travels" "travis"
## [12053] "tray" "trayvon"
## [12055] "trayvon martin" "treadmill"
## [12057] "treasure" "treasury"
## [12059] "treat" "treated"
## [12061] "treated like" "treating"
## [12063] "treatment" "treatments"
## [12065] "treats" "treaty"
## [12067] "tree" "trees"
## [12069] "trek" "tremendous"
## [12071] "trend" "trending"
## [12073] "trends" "trendy"
## [12075] "trial" "trials"
## [12077] "triangle" "tribune"
## [12079] "tribute" "trick"
## [12081] "tricks" "tricky"
## [12083] "tried" "tried make"
## [12085] "tries" "trigger"
## [12087] "trillion" "trilogy"
## [12089] "trim" "trinity"
## [12091] "trio" "trip"
## [12093] "triple" "trips"
## [12095] "trivia" "troll"
## [12097] "troops" "trophy"
## [12099] "tropical" "trouble"
## [12101] "troubled" "troubles"
## [12103] "troy" "truck"
## [12105] "trucks" "true"
## [12107] "true love" "true rt"
## [12109] "truffle" "truly"
## [12111] "trunk" "trust"
## [12113] "trusted" "truth"
## [12115] "truth rt" "truths"
## [12117] "try" "try find"
## [12119] "try get" "try hard"
## [12121] "try make" "try new"
## [12123] "try one" "try something"
## [12125] "tryin" "trying"
## [12127] "trying figure" "trying find"
## [12129] "trying get" "trying keep"
## [12131] "trying make" "tryna"
## [12133] "tshirt" "tshirts"
## [12135] "tsp" "tsunami"
## [12137] "tub" "tube"
## [12139] "tuck" "tucked"
## [12141] "tucson" "tues"
## [12143] "tuesday" "tuesday night"
## [12145] "tuesdays" "tumblr"
## [12147] "tummy" "tuna"
## [12149] "tune" "tuned"
## [12151] "tunes" "tuning"
## [12153] "tunnel" "turf"
## [12155] "turkey" "turn"
## [12157] "turn around" "turned"
## [12159] "turner" "turning"
## [12161] "turnout" "turns"
## [12163] "turquoise" "tutorial"
## [12165] "tv show" "tvs"
## [12167] "tweeps" "tweet"
## [12169] "tweet tweet" "tweet us"
## [12171] "tweeted" "tweeters"
## [12173] "tweetin" "tweeting"
## [12175] "tweets" "twelve"
## [12177] "twenty" "twenty years"
## [12179] "twice" "twilight"
## [12181] "twin" "twins"
## [12183] "twist" "twisted"
## [12185] "twisting" "twitter"
## [12187] "twitter account" "twitter facebook"
## [12189] "twitter feed" "twitter follow"
## [12191] "twitter followers" "twitter friends"
## [12193] "twitter name" "twitterverse"
## [12195] "two" "two days"
## [12197] "two different" "two half"
## [12199] "two hours" "two men"
## [12201] "two minutes" "two months"
## [12203] "two new" "two people"
## [12205] "two things" "two three"
## [12207] "two weeks" "two words"
## [12209] "two years" "two years ago"
## [12211] "txt" "tying"
## [12213] "tyler" "type"
## [12215] "typed" "types"
## [12217] "typical" "typically"
## [12219] "typing" "u already"
## [12221] "u can" "u cant"
## [12223] "u dont" "u ever"
## [12225] "u follow" "u get"
## [12227] "u got" "u gotta"
## [12229] "u guys" "u just"
## [12231] "u know" "u like"
## [12233] "u live" "u look"
## [12235] "u love" "u make"
## [12237] "u much" "u need"
## [12239] "u never" "u r"
## [12241] "u say" "u see"
## [12243] "u still" "u think"
## [12245] "u u" "u ur"
## [12247] "u wanna" "u want"
## [12249] "u will" "ucla"
## [12251] "uconn" "ugh"
## [12253] "ugly" "uh oh"
## [12255] "ultimate" "ultimately"
## [12257] "ultra" "ultrasound"
## [12259] "umbrella" "umm"
## [12261] "unable" "unacceptable"
## [12263] "unaware" "unbelievable"
## [12265] "unc" "uncertain"
## [12267] "uncertainty" "uncle"
## [12269] "unclear" "uncles"
## [12271] "uncomfortable" "undercover"
## [12273] "underestimate" "underground"
## [12275] "underlying" "underneath"
## [12277] "understand" "understand people"
## [12279] "understanding" "understands"
## [12281] "understood" "underway"
## [12283] "underwear" "undoubtedly"
## [12285] "unemployed" "unemployment"
## [12287] "unexpected" "unexpectedly"
## [12289] "unfair" "unfollow"
## [12291] "unfortunate" "unfortunately"
## [12293] "unhappy" "unhealthy"
## [12295] "unicorn" "unified"
## [12297] "uniform" "uniforms"
## [12299] "union" "unions"
## [12301] "unique" "unit"
## [12303] "unite" "united"
## [12305] "united states" "units"
## [12307] "unity" "universal"
## [12309] "universe" "universities"
## [12311] "university" "unknown"
## [12313] "unleashed" "unless"
## [12315] "unless youre" "unlike"
## [12317] "unlikely" "unlimited"
## [12319] "unnecessary" "unpleasant"
## [12321] "unpredictable" "unrelated"
## [12323] "unschooling" "unseen"
## [12325] "unstoppable" "unsure"
## [12327] "unto" "unusual"
## [12329] "unwilling" "upcoming"
## [12331] "update" "updated"
## [12333] "updates" "updating"
## [12335] "upgrade" "upload"
## [12337] "uploaded" "uploading"
## [12339] "upon" "upper"
## [12341] "upright" "ups"
## [12343] "upset" "upside"
## [12345] "upstairs" "upward"
## [12347] "urban" "urge"
## [12349] "urgent" "url"
## [12351] "us can" "us facebook"
## [12353] "us get" "us just"
## [12355] "us know" "us next"
## [12357] "us one" "us think"
## [12359] "us today" "us tonight"
## [12361] "us will" "us”"
## [12363] "usa" "usage"
## [12365] "usc" "use"
## [12367] "use word" "used"
## [12369] "useful" "useless"
## [12371] "user" "username"
## [12373] "users" "uses"
## [12375] "usher" "using"
## [12377] "ustream" "usual"
## [12379] "usually" "utah"
## [12381] "utility" "utter"
## [12383] "utterly" "vacant"
## [12385] "vacation" "vacations"
## [12387] "vacuum" "vagina"
## [12389] "vague" "vain"
## [12391] "valencia" "valentine"
## [12393] "valentines" "valentines day"
## [12395] "valid" "valley"
## [12397] "valuable" "value"
## [12399] "valued" "values"
## [12401] "vampire" "vampires"
## [12403] "van" "vancouver"
## [12405] "vanilla" "vanity"
## [12407] "vans" "variation"
## [12409] "variations" "varied"
## [12411] "variety" "various"
## [12413] "vast" "vegan"
## [12415] "vegas" "vegetable"
## [12417] "vegetables" "vegetarian"
## [12419] "veggie" "veggies"
## [12421] "vehicle" "vehicles"
## [12423] "veil" "vein"
## [12425] "velvet" "vendor"
## [12427] "vendors" "vent"
## [12429] "venture" "venue"
## [12431] "venus" "verdict"
## [12433] "verify" "verizon"
## [12435] "versatile" "verse"
## [12437] "verses" "version"
## [12439] "versions" "versus"
## [12441] "vertical" "vested"
## [12443] "vested interests" "vested interests vested"
## [12445] "vet" "veteran"
## [12447] "veterans" "via"
## [12449] "viable" "vibe"
## [12451] "vibes" "vibrant"
## [12453] "vice" "vice president"
## [12455] "vicious" "victim"
## [12457] "victims" "victor"
## [12459] "victoria" "victorian"
## [12461] "victories" "victorious"
## [12463] "victory" "vid"
## [12465] "video" "video game"
## [12467] "video games" "videos"
## [12469] "vids" "vienna"
## [12471] "vietnam" "vietnamese"
## [12473] "view" "viewed"
## [12475] "viewers" "viewing"
## [12477] "viewpoint" "views"
## [12479] "vikings" "village"
## [12481] "villages" "villain"
## [12483] "vince" "vinegar"
## [12485] "vinny" "vintage"
## [12487] "vinyl" "violation"
## [12489] "violations" "violence"
## [12491] "violent" "violet"
## [12493] "violin" "vip"
## [12495] "virgin" "virginia"
## [12497] "virtual" "virtually"
## [12499] "virtue" "virus"
## [12501] "visa" "visible"
## [12503] "vision" "visit"
## [12505] "visit us" "visit website"
## [12507] "visited" "visiting"
## [12509] "visitor" "visitors"
## [12511] "visits" "vista"
## [12513] "visual" "visuals"
## [12515] "vital" "vitamin"
## [12517] "vitamins" "viva"
## [12519] "vocabulary" "vocal"
## [12521] "vocals" "vodka"
## [12523] "voice" "voices"
## [12525] "void" "vol"
## [12527] "volleyball" "volume"
## [12529] "volumes" "volunteer"
## [12531] "volunteered" "volunteering"
## [12533] "volunteers" "von"
## [12535] "vote" "voted"
## [12537] "voters" "votes"
## [12539] "voting" "vulnerable"
## [12541] "wack" "wade"
## [12543] "waffles" "wage"
## [12545] "wages" "wagon"
## [12547] "waist" "wait"
## [12549] "wait drag" "wait get"
## [12551] "wait go" "wait hear"
## [12553] "wait long" "wait read"
## [12555] "wait see" "wait til"
## [12557] "wait till" "waited"
## [12559] "waiting" "waits"
## [12561] "wake" "wakes"
## [12563] "waking" "waldo"
## [12565] "wales" "walk"
## [12567] "walk away" "walked"
## [12569] "walker" "walking"
## [12571] "walking around" "walking dead"
## [12573] "walks" "wall"
## [12575] "wall street" "wallace"
## [12577] "wallet" "walls"
## [12579] "walmart" "walt"
## [12581] "walter" "wander"
## [12583] "wandered" "wandering"
## [12585] "wanna" "wanna get"
## [12587] "wanna go" "wanna hear"
## [12589] "wanna know" "wanna see"
## [12591] "wannabe" "want"
## [12593] "want buy" "want come"
## [12595] "want eat" "want get"
## [12597] "want give" "want go"
## [12599] "want hear" "want keep"
## [12601] "want know" "want live"
## [12603] "want make" "want meet"
## [12605] "want miss" "want one"
## [12607] "want read" "want say"
## [12609] "want see" "want something"
## [12611] "want start" "want take"
## [12613] "want talk" "want tell"
## [12615] "want use" "want want"
## [12617] "want watch" "want work"
## [12619] "wanted" "wanted get"
## [12621] "wanted go" "wanted make"
## [12623] "wanted say" "wanted see"
## [12625] "wanted something" "wanting"
## [12627] "wants" "wants go"
## [12629] "war" "ward"
## [12631] "wardrobe" "warehouse"
## [12633] "warfare" "warm"
## [12635] "warmer" "warming"
## [12637] "warmth" "warn"
## [12639] "warned" "warner"
## [12641] "warning" "warnings"
## [12643] "warped" "warrant"
## [12645] "warren" "warrior"
## [12647] "warriors" "wars"
## [12649] "wash" "washed"
## [12651] "washing" "washington"
## [12653] "washington dc" "wasn’t"
## [12655] "wasnt" "wasnt going"
## [12657] "wasnt good" "wasnt really"
## [12659] "wasnt sure" "wassup"
## [12661] "waste" "waste time"
## [12663] "wasted" "wasting"
## [12665] "wat" "watch"
## [12667] "watch game" "watched"
## [12669] "watches" "watchin"
## [12671] "watching" "watching tv"
## [12673] "watching video" "water"
## [12675] "waterfront" "watering"
## [12677] "waterproof" "waters"
## [12679] "watson" "wave"
## [12681] "waves" "waving"
## [12683] "wax" "way"
## [12685] "way another" "way around"
## [12687] "way back" "way better"
## [12689] "way can" "way get"
## [12691] "way go" "way home"
## [12693] "way know" "way make"
## [12695] "way many" "way much"
## [12697] "way see" "way start"
## [12699] "way things" "way think"
## [12701] "way want" "way”"
## [12703] "wayne" "ways"
## [12705] "ways can" "weak"
## [12707] "weakness" "weaknesses"
## [12709] "wealth" "wealthy"
## [12711] "weapon" "weapons"
## [12713] "wear" "wearing"
## [12715] "wears" "weary"
## [12717] "weather" "weave"
## [12719] "web" "web site"
## [12721] "webinar" "website"
## [12723] "websites" "webster"
## [12725] "wed" "wed love"
## [12727] "wedding" "weddings"
## [12729] "wednesday" "wednesday night"
## [12731] "wee" "weed"
## [12733] "weeds" "week"
## [12735] "week im" "week just"
## [12737] "week will" "week’s"
## [12739] "weekend" "weekend everyone"
## [12741] "weekends" "weekly"
## [12743] "weeks" "weeks ago"
## [12745] "weigh" "weighed"
## [12747] "weight" "weight loss"
## [12749] "weights" "weird"
## [12751] "welcome" "welcome back"
## [12753] "welcome new" "welcome twitter"
## [12755] "welcomed" "welcoming"
## [12757] "welfare" "well"
## [12759] "well ’s" "well actually"
## [12761] "well back" "well can"
## [12763] "well deserved" "well done"
## [12765] "well dont" "well get"
## [12767] "well go" "well guess"
## [12769] "well im" "well just"
## [12771] "well know" "well known"
## [12773] "well least" "well let"
## [12775] "well make" "well miss"
## [12777] "well never" "well really"
## [12779] "well said" "well see"
## [12781] "well still" "well thanks"
## [12783] "well thats" "well will"
## [12785] "well worth" "wellbeing"
## [12787] "wellknown" "wells"
## [12789] "wen" "went"
## [12791] "went back" "went home"
## [12793] "went see" "went well"
## [12795] "weren’t" "werent"
## [12797] "wes" "west"
## [12799] "west coast" "west west"
## [12801] "western" "wet"
## [12803] "weve" "weve got"
## [12805] "whatever" "whatever want"
## [12807] "whats" "whats best"
## [12809] "whats favorite" "whats going"
## [12811] "whats good" "whats happening"
## [12813] "whats next" "whats wrong"
## [12815] "whatsoever" "wheat"
## [12817] "wheel" "wheels"
## [12819] "whenever" "whens"
## [12821] "whereas" "wheres"
## [12823] "wherever" "whether"
## [12825] "whether ’s" "whew"
## [12827] "whichever" "whilst"
## [12829] "whining" "whip"
## [12831] "whipped" "whisk"
## [12833] "whiskey" "whisper"
## [12835] "whispered" "white"
## [12837] "white house" "white people"
## [12839] "whites" "whitney"
## [12841] "whoa" "whod"
## [12843] "whoever" "whole"
## [12845] "whole day" "whole family"
## [12847] "whole foods" "whole life"
## [12849] "whole lot" "whole new"
## [12851] "whole thing" "whole time"
## [12853] "whole wheat" "whole world"
## [12855] "wholesale" "whoo"
## [12857] "whore" "whos"
## [12859] "whos going" "whose"
## [12861] "wht" "wicked"
## [12863] "wide" "wide open"
## [12865] "wide range" "widely"
## [12867] "wider" "widow"
## [12869] "width" "wife"
## [12871] "wifes" "wifi"
## [12873] "wii" "wikipedia"
## [12875] "wild" "wilderness"
## [12877] "wildlife" "will"
## [12879] "will able" "will actually"
## [12881] "will allow" "will also"
## [12883] "will always" "will available"
## [12885] "will back" "will become"
## [12887] "will begin" "will bring"
## [12889] "will change" "will check"
## [12891] "will choose" "will come"
## [12893] "will continue" "will definitely"
## [12895] "will die" "will end"
## [12897] "will enjoy" "will eventually"
## [12899] "will ever" "will fall"
## [12901] "will feel" "will find"
## [12903] "will first" "will follow"
## [12905] "will get" "will give"
## [12907] "will go" "will good"
## [12909] "will great" "will happen"
## [12911] "will happy" "will help"
## [12913] "will hold" "will host"
## [12915] "will just" "will keep"
## [12917] "will know" "will last"
## [12919] "will lead" "will leave"
## [12921] "will let" "will like"
## [12923] "will likely" "will live"
## [12925] "will longer" "will look"
## [12927] "will lose" "will love"
## [12929] "will make" "will meet"
## [12931] "will miss" "will need"
## [12933] "will never" "will next"
## [12935] "will now" "will one"
## [12937] "will open" "will play"
## [12939] "will please" "will post"
## [12941] "will posting" "will probably"
## [12943] "will provide" "will remain"
## [12945] "will remember" "will return"
## [12947] "will run" "will say"
## [12949] "will see" "will send"
## [12951] "will serve" "will show"
## [12953] "will soon" "will start"
## [12955] "will stay" "will still"
## [12957] "will stop" "will take"
## [12959] "will tell" "will try"
## [12961] "will turn" "will u"
## [12963] "will use" "will want"
## [12965] "will win" "will work"
## [12967] "william" "williams"
## [12969] "willie" "willing"
## [12971] "willingly" "willingness"
## [12973] "wilson" "win"
## [12975] "win tonight" "wind"
## [12977] "winding" "window"
## [12979] "windows" "winds"
## [12981] "windy" "wine"
## [12983] "wines" "wing"
## [12985] "wings" "wink"
## [12987] "winner" "winner will"
## [12989] "winners" "winning"
## [12991] "wins" "winter"
## [12993] "wipe" "wire"
## [12995] "wired" "wireless"
## [12997] "wisconsin" "wisdom"
## [12999] "wise" "wisely"
## [13001] "wish" "wish happy"
## [13003] "wish luck" "wished"
## [13005] "wishes" "wishing"
## [13007] "wit" "witch"
## [13009] "withdraw" "withdrawal"
## [13011] "within" "within next"
## [13013] "without" "witness"
## [13015] "witnessed" "witty"
## [13017] "wives" "wiz"
## [13019] "wizard" "wknd"
## [13021] "woah" "wok"
## [13023] "woke" "wolf"
## [13025] "woman" "womans"
## [13027] "womb" "women"
## [13029] "women’s" "womens"
## [13031] "won" "won’t"
## [13033] "wonder" "wonder many"
## [13035] "wondered" "wonderful"
## [13037] "wonderful day" "wonderful time"
## [13039] "wonderful weekend" "wonderfully"
## [13041] "wondering" "wonderland"
## [13043] "wonders" "wont"
## [13045] "wont able" "wont get"
## [13047] "wont go" "wont let"
## [13049] "woo" "woo hoo"
## [13051] "wood" "wooden"
## [13053] "woods" "woohoo"
## [13055] "wool" "woot"
## [13057] "word" "wordpress"
## [13059] "words" "wore"
## [13061] "work" "work can"
## [13063] "work day" "work done"
## [13065] "work get" "work hard"
## [13067] "work now" "work one"
## [13069] "work time" "work today"
## [13071] "work together" "work way"
## [13073] "work week" "work well"
## [13075] "work will" "worked"
## [13077] "worker" "workers"
## [13079] "workin" "working"
## [13081] "working hard" "working new"
## [13083] "working together" "workout"
## [13085] "workouts" "workplace"
## [13087] "works" "workshop"
## [13089] "workshops" "world"
## [13091] "world cup" "world now"
## [13093] "world peace" "world series"
## [13095] "world war" "world will"
## [13097] "world’s" "world”"
## [13099] "worlds" "worldwide"
## [13101] "worn" "worried"
## [13103] "worries" "worry"
## [13105] "worrying" "worse"
## [13107] "worship" "worst"
## [13109] "worst thing" "worth"
## [13111] "worthwhile" "worthy"
## [13113] "wouldn’t" "wouldnt"
## [13115] "wouldnt mind" "wouldnt want"
## [13117] "wouldve" "wound"
## [13119] "wounded" "wounds"
## [13121] "wout" "wow"
## [13123] "wow im" "wrap"
## [13125] "wrapped" "wrapping"
## [13127] "wraps" "wreck"
## [13129] "wrestling" "wright"
## [13131] "wrist" "write"
## [13133] "writer" "writers"
## [13135] "writes" "writing"
## [13137] "writings" "written"
## [13139] "wrong" "wrote"
## [13141] "wtf" "wth"
## [13143] "wwii" "xbox"
## [13145] "xmas" "xoxo"
## [13147] "xoxoxo" "ya know"
## [13149] "yah" "yahoo"
## [13151] "yale" "yall"
## [13153] "yankee" "yankees"
## [13155] "yard" "yards"
## [13157] "yarn" "yawn"
## [13159] "yay" "yea"
## [13161] "yea im" "yeah"
## [13163] "yeah can" "yeah im"
## [13165] "yeah know" "yeah thats"
## [13167] "yeah yeah" "yeahh"
## [13169] "year" "year ago"
## [13171] "year anniversary" "year im"
## [13173] "year just" "year now"
## [13175] "year old" "year olds"
## [13177] "year will" "year year"
## [13179] "year’s" "yearly"
## [13181] "yearold" "years"
## [13183] "years ago" "years eve"
## [13185] "years later" "years now"
## [13187] "years old" "years since"
## [13189] "yeast" "yell"
## [13191] "yelled" "yelling"
## [13193] "yellow" "yelp"
## [13195] "yep" "yes"
## [13197] "yes can" "yes im"
## [13199] "yes indeed" "yes just"
## [13201] "yes please" "yes rt"
## [13203] "yes sir" "yes will"
## [13205] "yes yes" "yes yes yes"
## [13207] "yess" "yesterday"
## [13209] "yesterdays" "yet"
## [13211] "yet another" "yet still"
## [13213] "yet will" "yikes"
## [13215] "yoga" "yogurt"
## [13217] "yolo" "york"
## [13219] "york city" "york times"
## [13221] "yorks" "youd"
## [13223] "youd like" "youd think"
## [13225] "youll" "youll find"
## [13227] "youll get" "youll never"
## [13229] "youll see" "young"
## [13231] "young man" "young men"
## [13233] "young people" "younger"
## [13235] "youngest" "youre"
## [13237] "youre always" "youre going"
## [13239] "youre gonna" "youre good"
## [13241] "youre great" "youre interested"
## [13243] "youre just" "youre looking"
## [13245] "youre one" "youre right"
## [13247] "youre still" "youre talking"
## [13249] "youre welcome" "youre well"
## [13251] "youth" "youths"
## [13253] "youtube" "youu"
## [13255] "youve" "youve ever"
## [13257] "youve got" "yr old"
## [13259] "yrs" "yrs ago"
## [13261] "yum" "yummy"
## [13263] "yup" "zach"
## [13265] "zealand" "zero"
## [13267] "zest" "zimmerman"
## [13269] "zinc" "zip"
## [13271] "zoe" "zombie"
## [13273] "zombies" "zone"
## [13275] "zones" "zoo"
## [13277] "zoom" "zumba"
I found a cool little tidbit on ‘towards data science’ that I have used here. It’s to create a multi coloured word cloud
library(wordcloud)
## Loading required package: RColorBrewer
unigram <- function(x) NGramTokenizer(x, Weka_control(min = 1, max = 1))
unigram_tdm <- TermDocumentMatrix(cp, control = list(tokenize = unigram))
unigram_freqTerm <- findFreqTerms(unigram_tdm,lowfreq = 40)
unigram_freq <- rowSums(as.matrix(unigram_tdm[unigram_freqTerm,]))
unigram_ord <- order(unigram_freq, decreasing = TRUE)
unigram_freq <- data.frame(word=names(unigram_freq[unigram_ord]), frequency=unigram_freq[unigram_ord])
wordcloud(unigram_freq$word, unigram_freq$frequency, max.words=40, colors=brewer.pal(6, "Set2"))
And that brings an end to my exploratory analysis. Hope you enjoyed it!