Text Generation.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Text Generation\n",
    "\n",
    "## Introduction\n",
    "- Here we use Markov chains to create a basic text generation program. \n",
    "- The basic assumption of a Markov chain is that the next word is only dependent on the previous word.\n",
    "\n",
    "## Objective\n",
    "- We are going to generate text in the style of Ali Wong, the comedian."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>transcript</th>\n",
       "      <th>full_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>ali</th>\n",
       "      <td>ladies and gentlemen please welcome to the sta...</td>\n",
       "      <td>Ali Wong</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>anthony</th>\n",
       "      <td>thank you thank you thank you san francisco th...</td>\n",
       "      <td>Anthony Jeselnik</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bill</th>\n",
       "      <td>all right thank you thank you very much thank...</td>\n",
       "      <td>Bill Burr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bo</th>\n",
       "      <td>bo what old macdonald had a farm e i e i o and...</td>\n",
       "      <td>Bo Burnham</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dave</th>\n",
       "      <td>this is dave he tells dirty jokes for a living...</td>\n",
       "      <td>Dave Chappelle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hasan</th>\n",
       "      <td>what’s up davis what’s up i’m home i had to ...</td>\n",
       "      <td>Hasan Minhaj</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jim</th>\n",
       "      <td>ladies and gentlemen please welcome to the ...</td>\n",
       "      <td>Jim Jefferies</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>joe</th>\n",
       "      <td>ladies and gentlemen welcome joe rogan  wha...</td>\n",
       "      <td>Joe Rogan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>john</th>\n",
       "      <td>armed with boyish charm and a sharp wit the fo...</td>\n",
       "      <td>John Mulaney</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>louis</th>\n",
       "      <td>introfade the music out let’s roll hold there ...</td>\n",
       "      <td>Louis C.K.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mike</th>\n",
       "      <td>wow hey thank you thanks thank you guys hey se...</td>\n",
       "      <td>Mike Birbiglia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ricky</th>\n",
       "      <td>hello hello how you doing great thank you wow ...</td>\n",
       "      <td>Ricky Gervais</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                transcript         full_name\n",
       "ali      ladies and gentlemen please welcome to the sta...          Ali Wong\n",
       "anthony  thank you thank you thank you san francisco th...  Anthony Jeselnik\n",
       "bill      all right thank you thank you very much thank...         Bill Burr\n",
       "bo       bo what old macdonald had a farm e i e i o and...        Bo Burnham\n",
       "dave     this is dave he tells dirty jokes for a living...    Dave Chappelle\n",
       "hasan      what’s up davis what’s up i’m home i had to ...      Hasan Minhaj\n",
       "jim         ladies and gentlemen please welcome to the ...     Jim Jefferies\n",
       "joe         ladies and gentlemen welcome joe rogan  wha...         Joe Rogan\n",
       "john     armed with boyish charm and a sharp wit the fo...      John Mulaney\n",
       "louis    introfade the music out let’s roll hold there ...        Louis C.K.\n",
       "mike     wow hey thank you thanks thank you guys hey se...    Mike Birbiglia\n",
       "ricky    hello hello how you doing great thank you wow ...     Ricky Gervais"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# read the corpus \n",
    "import pandas as pd\n",
    "\n",
    "data = pd.read_pickle('clean_corpus_with_full_names.pkl')\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ladies and gentlemen please welcome to the stage ali wong hi hello welcome thank you thank you for coming hello hello we are gonna have to get this shit over with ’cause i have to pee in like ten minutes but thank you everybody so much for coming um… it’s a very exciting day for me it’s been a very exciting year for me i turned  this year yes thank you five people i appreciate that uh i can tell that i’m getting older because now when i see an  girl my automatic thought… is “fuck you” “fuck you i don’t even know you but fuck you” ‘cause i’m straight up jealous i’m jealous first and foremost of their metabolism because  girls they could just eat like shit and then they take a shit and have a sixpack right they got thatthat beautiful inner thigh clearance where they put their feet together and there’s that huge gap here with the light of potential just radiating throughand then when they go to sleep they just go to sleep right they don’t have insomnia yet they don’t know what it’s like to have to take a ambien or download a meditation oasis podcast to calm the chatter of regret and resentment towards your family just cluttering your mind they have their whole lives ahead of them they don’t have hpv yet they just go to sleep in peace at night everybody has hpv ok everybody has it it’s ok come out already everybody has it if you don’t have it yet you go and get it you go and get it it’s coming you don’t have hpv yet you’re a fucking loser all right that’s what that says about you a lot of men don’t know that they have hpv because it’s undetectable in men it’s really fucked up hpv is a ghost that lives inside men’s bodies and says “boo” in women’s bodies my doctor told me that i have one of two strains of hpv either i have the kind that’s gonna turn into cervical cancer… …or i have the kind where my body will heal itself very helpful this doctor right so basically either i’m gonna die… or you’re in the presence of wolverine bitches we’ll find out um i can also tell that i’m getting older because my kindle is turning into a selfhelp library i’m not interested in books like fifty shades of grey ok i’m interested in the lifechanging magic of tidying up yes yes that’s right how to declutter my home to achieve inner peace and my optimum level of success that’s what your  is all about how can i turn this shit around i’m a horrible person i’m not happy with where i am how can i turn this shit around help me tony robbins help mei have a hoarding problem which i’m hoping is the center of all of my other problems i’m hoping that if the hoarding goes away the hpv will also disappear i have a hoarding problem because my mom is from a third world country and she taught me that you can never throw away anything because you never know when a dictator’s gonna overtake the country and snatch all your wealth so you better hold onto that retainer from the third grade ’cause it might come in handy as a shovel when you’re busy stuffing gold up your butt and running away from the communiststhe last time i was at home in san francisco i was trying to help her get rid of shit don’t ever do that with your mom it was like the worst experience of my life it was so emotional we were screaming and fighting and yelling and it all came to a climax when she refused to let go of a texas instruments … manual the manual she don’t even know… where the calculator is those of you under  probably don’t know what that calculator is it was this calculator that bamboozled my generation we were all required to buy it when we were in eight grade it cost like  and everybody thought it was like this judy jetson’s laptop from the future all because what it could graph it was like the tesla of my time and my mom got so emotional about the manual and she was like “you never know when you might need this” and i was like “but… i do know… that i’m gonna have to clean all this shit up when you die” “and i’m not trying to be a procrastinator anymore because according to deepakoprah that’s not the way for me to achieve my optimum level of success” i grew up a lot this past year uh this past year i also got married yeah to a man who now has hpv very lucky guy he gave me something i gave him something that will also last forever no really i’m the lucky girl because before him i dated a lot of losers lots of losers a lot of skaters you wanna be a grownass woman stop dating skaters stop dating skaters unless you wanna wake up on a mattress in a kitchen they’re sexy on the outside malt liquor on the inside horrible but my husband i first met him at this wedding and uh he’s– he’s much better looking than me he’s way out of my league and i saw him and i was like “oh my god who is that” and the first thing i learned about him was that at the time he was attending harvard business school and i was like “oh my god i’m gonna trap his ass” “going to trap his ass” and i trapped his ass initially by not kissing him until the fifth date which is a very unusual move on my part but i did it on purpose because i knew that he was a catch so i was like “all right ali you gotta make this dude believe that your body is a secret garden” when really it’s a public park… …that has hosted many reggae fests… …and has even accidentally let… two homeless people inside i thought they were hipsters ok that store urban outfitters has made things very confusing… for my generation you homeless or you a hipster is that beard for fashion or for warmth it happened to… it happened in san francisco when i was living there and i saw this guy in broad daylight and we had like we had… we had so much chemistry he was like “hey wassup” i was like “wassup” and we– the next thing i knew we were getting busy in the back of my volvo and then after we were done he was like “hey can you drop me off” i was like “where” he was like “at the park” and i dropped him off at golden gate park and watched him run into the middle with all his other homeless friends and i was like “oh no” “i just fucked a homeless dude again” my husband is asian which a lot of people are shocked by because usually asianamerican women who like you know wear these kinda glasses and have a lot of opinions they like to date white dudes you go to any hipster neighborhood in a major city in america and that shit is turning into a yoko ono factory it’s… too much i don’t know what’s wrong with these bitches i get it you know because being with a white dude you feel very… you feel very picturesque when you’re with a white dude you know you feel like you’re in a wes anderson movie or something and you know white dudes they teach you about a lot of cool stuff like voting and recycling and disturbing documentaries they introduce you to cool stuff like that and it’s very you know it’s hot hookin’ up with a white dude i mean nothing makes me feel more powerful than when a white dude eats my pussy oh my god i just feel like i’m absorbing all of that privilege and all of that entitlement… …you know just right there through the money hole and just… and then also he’s so vulnerable down there i’m like “i could just crush your head at any moment white man i could just kill you right now crush those brains colonize the colonizer” you knowbut i think that for marriage it can be nice to be with somebody of your own race the advantage is that you get to go home… and be racist together you get to say whatever you like you don’t gotta explain shit my husband halffilipino halfjapanese i’m halfchinese and halfvietnamese and we spend  percent of our time shitting on korean people it’s… amazing it’s what love is built on you knowmy last boyfriend was cuban and his family would shit on mexican people all the time and i was like “hold it you guys aren’t mexican” asianamerican men are very underrated i don’t know why people don’t go for them they’re the sexiest asian men are the sexiest they got no body hair from the neck down it’s like making love to a dolphin oh my god it’s so smooth just like a slip and slide just black fish tilikum all up in my bed every night you know oohwee you mess with a jewish dude and your body is all fucked up afterwards it’s all red and inflamed and you’re like “i did not ask to be exfoliated today” “this is the last time i go on jdate more like loofah date thanks for the rug burn avi” and then asian men no body odor none they just smell like responsibility that’s where the umami flavor comes fromi think my husband and i have a huge unspoken understanding uh between each other because he’s halffilipino and halfjapanese and i’m halfchinese and halfvietnamese so we’re both halffancy asian… …and halfjungle asian yeah you guys know the difference the fancy asians are the chinese the japanese they get to do fancy things like host olympics jungle asians host diseases it’s… it’s different but he grew up on the east coast going to private school playing lacrosse uh you know learning latin and playing chess and rugby he grew up like filipino carlton ok so he didn’t know anything about vietnamese people until he met me and on one of our first dates he took me to this restaurant on the west side of los angeles called pho show he was like “it’s authentic vietnamese i read about it on yelp” i was like “it’s not authentic ok” you can tell first and foremost by the name ’cause it don’t got a number in it second of all you can tell by the bathroom if it was legit the bathroom would double as a supply closet when i pee i need to see ten gallons of bleach an atm machine and a grandma with glaucoma napping in the corner and the wait staff here is too nice we need to leave this restaurant deaf and emotionally abused i grew up going to private school too him and i are both total like private school asians we both are big hippies too we like to backpack through southeast asia we like to do yoga we do ayahuasca ceremonies we do silent meditation retreats that’s right we pay  to shut up for a weekend we do shit like that uh we eat glutenfree which means we eat all that bread that tastes like freerange chewbacca we eat that lesbian bread that’s like… …a thousand percent of your daily fiber… and  percent spoken word poetry when you eat it you queef a shitty poem about… …supporting caitlyn jenner or whatever and so it’s funny right because he’s asian too but sometimes all of this hippydippy shit we do… makes me feel like we are white people doing an impression of asian people like we have these chinese scrolls up on the wall… and neither of us know what the fuck they mean we’re like “oh that seems to go very well with our buddha piggy bank from pier  imports that seems to be providing some good feng shui for the house him and i had been dating for four years and i– i just had this sneaking suspicion that he was gonna propose… because… i had been pressuring him to do it so you know i just had this wacky women’s intuition that’s how proposals really work ok a woman has to incept the idea into the man’s head first passively and then if he doesn’t get the message extremely aggressively you gotta threaten to leave without ever actually leaving because you know that you’re too old and it’s too late to go back out there and find a new man and start the whole manipulation cycle all over again so you’re like “i’m just gonna stick with this dude focus on trapping this dude and just nag the shit outta him until he becomes weak and caves in and gets fed up and is like “shut the fuck up fine will you marry me” and then afterwards the woman is always like “oh my god he proposed” “it came outta nowhere and look he got me the exact ring i wanted how did he know maybe he saw it on my pinterest page or something… that i sent to my best friend that i told her to send to him every day” let me tell you something if a man has a pinterest page… he’s probably pinterested in men we got engaged on a saturday i bought my wedding dress the following tuesday… because i had tried it on in  i was ready i was ripe i was rotten i need to be made into banana bread that’s how rotten i was people are always very surprised at how offstage with my husband i’m a completely different person you– like you would not recognize my personality at all with him with him i’m very soft and like very nurturing and very domestic we’ve been together now for five years and for five years i’ve packed his lunch every single day yeah yes yes yes i did that so that he’d become dependent on me ‘cause he graduated from harvard business school and i don’t wanna work anymore i don’t i straight up don’t wanna work anymore i don’t feed him out of the goodness of my heart i do it as an investment in my financial future ‘cause i don’t wanna work anymore i’ve been reading that book by sheryl sandberg she’s the coo of facebook and she wrote that book that got women all riled up about our careers talking about how we as women should challenge ourselves to sit at the table and rise to the top and her book is called lean in well i don’t wanna lean in ok i wanna lie down i want to lie the fuck down i think feminism is the worst thing that ever happened to women our job used to be no job we had it so good we could have done the smart thing which would have been to continue playing dumb for the next century and be like “we’re dumb women we don’t know how to do anything so i guess we better just stay at home all day and eat snacks and watch ellen” “‘cause we’re too stupid to have any real responsibility” and then all these women had to show off and be like “we could do it we could do anything” “bitch shut up” “don’t tell them the secret” they ruined it for us and now we’re expected to work when i hear the phrase “doubleincome household” i wanna throw up a lot of women get very upset with me about those comments and they’re like “but ali we have so many more options now” oh you don’t think we had a lot of options when our day was free unscheduled unsupervised and most importantly sponsored do you know how much shittier food tastes when you know you have to earn ita lot of my friends when we walk around together they’ll get very judgmental about housewives that we’ll see on the street and they’ll be like “look at that fucking housewife not doing anything look at that housewife just walking around all day getting massages in her lululemon pants” i’m like “that bitch is a genius” “she’s not a housewife she’s retired”i do write for fresh off the boat on abc yeah which is… it’s a great show i love it a lot i love my coworkers it’s a great writing staff and in terms of day jobs it’s probably one of the best you could ask for but i still gotta work at a office every day which means i gotta shit in a office every day housewives they don’t gotta shit in a office housewives get to shit in their house skin to seat they don’t gotta use that horrible toilet paper cover they don’t gotta… …ten times a day every day… like you’re about to eat a sadass meal they don’t gotta do that they don’t gotta use that oneply toilet paper that office toilet paper that they purposely make difficult to pull out they try to ration me with their communist toilet paper that’s not even effective it basically just dehydrates your butt hole it’s basically like wiping your butt with the desert i literally spat on my toilet paper two days ago to try to make a macgyver baby wipe to moisten it and then it backfired ’cause my fingers broke through and digitally stimulated more doo doo to come out and then i had to start all over again and you can never finish wiping at work because you always feel rushed ’cause you’re paranoid that your coworker’s gonna recognize your shoes underneath the stall and you’re like “oh no courtney’s listening she’s waiting she’s timing me” and then you hurry hurry hurry and then you never finish wiping and then your butt hole feels caked in doo doo all day long and then if you dare scratch yourself your underwear at the end of the day looks like it’s been run over by the goonies housewives they don’t gotta muffle their shit too they don’t gotta worry about the velocity with which their doo doo comes out they don’t gotta try to you know squeeze the butt cheeks together to make sure that the doo doo comes out at a slow and steady pace so that no unpredictable noise suddenly escapes and brings you deep deep shame housewives are free to just blow ass into the toilet and let it echo and reverberate to the ends of their hallways while watching as much netflix on their ipad as they want they don’t gotta take these boring repressed shits they can listen to podcasts planet money they can do whatever they wantyou know it’s– it’s very distracting for me when i hear my coworkers blow ass into the toilet i lose respect for them nothing they say to me anymore holds any sort of credence i heard one of my coworkers blow ass into the toilet the other day this bitch had the nerve to come up to me and say “you need to get to work on time” i was like “you need to eat bananas” “i saw those green ballet flats i know that shit was you don’t try to tell me to get my shit together when i heard you not have your shit together” my fatherinlaw had this huge sitdown with me and my husband recently um and he was like “hey i wanna talk to you guys about money you guys need to make a lot more money if you wanna provide your children with the same kind of privileged childhood that you guys had” i was like “why you telling me this shit i should not be a part of this conversation you tell you son that don’t your understand that i trapped your son for his earning potential why else would i choose to fuck one person for the rest of my life i chose to marry him on the promise of early retirement and when i said ‘i do’ what i really meant was ‘oh i’m done” i’m done i don’t wanna work anymore and i’m not dieting anymore since i got married last year i’ve been eating fried chicken skin every day since that’s right and just fulfilling my destiny which is to turn into a circle with eyelashes like mrs pacman just… let’s redecoratei gave up a lot of myself when i got married i’m a– i’m a disgusting pervert i’m a pervert i’m a gross filthy animal and i think it’s because i started watching porn at a very young age and what happens when you start watching porn at a young age is that… yyou get sicker and sicker and sicker the images you crave get sicker and sicker and sicker but it’s ok because the internet will always catch up to youi broke up with my last boyfriend because he refused to put it in the back i was like “uh you’re a idiot dude do you realize that if i went on craigslist… and posted ‘tiny asian female seeking anal…’ the internet would crash” “and all the jewish male heads in the universe would simultaneously explode” they would explode a lot of women get really you know… freaked out about anal and they’re like “oh i don’t wanna do that i’m scared of– of the pain” you ain’t scared of the pain women they wax their eyebrows they do all sorts of crazy shit you’re not scared of the pain what you’re really scared of is doo doo on the dick you’re scared that he’s gonna see that and that’s gonna be all of your shame your inner evil all your secrets and lies sephora can’t help you now but don’t worry ’cause when he puts it in the butt all he’s thinking about is “i just put it in her butt” “i gotta go call my mom my dad dave my grandma” you’re– if you’re married you’re gonna have to do anal eventually ok you have to because you gotta change it up you gotta change it up so that you don’t cheat on each other you gotta keep it interesting if you put it in different holes maybe you’ll feel like you’re fucking different people i was very sexually active in my  and as a result i’m a little bit… …stretched out down there ok so when i finally did anal i just felt like i got a second chance at life you know i was like “oh my god it’s like i’m going back in time” ♪ a whole new world ♪ it was magical a big fantasy of mine before i got married was to help as many men as possible discover their prostate yeah like a conqueror i just wanted to… now if you haven’t done it before ladies go home and treat yourself do it tonight you only live once yolo just sneak your– just give your man a little– a little pushpush in the tushtush just give him a little atari you know and you’ll get a lot of resistance from the man at first you’ll get a lot of “no no no no please no really i don’t– no i don’t i don’t no” they get all squirmy wormy because… they’re scared they’re scared that if you stick your thumb up there and succeed and they like it that then it might mean that they’re gay and i like that fear that shit turns me on you know especially when that fear metamorphosizes into pleasure oh my god and you just see the look in the man’s eye like he’s discovered nirvana and it’s like you’re the first lady to show him that he had a magical clit in his butt hole and then you as the woman in his eyes just become the lord of the rim you know my husband is unfortunately just not as freaky as me when– when i’ve asked him to spank me this is what he does “hey hey are you ok are you all right you know i respect you right” i’m like “yes i know you respect me and that’s why you need to abuse me ok” ‘cause it’s the most strongheaded loudmouthed women who like to be abused the most in bed women who are ceos they just wanna be roughed around they just want their– glasses always means the woman wants some– it’s because we’re so in control all the time that we just wanna experience some risk and be out of control you know like “i don’t wanna die don’t kill me i don’t wanna die” but i also don’t want to be sure that i’m gonna live you know i just wanna be out of control for once just– just choke me enough so that i can’t talk ‘cause if i can talk i’m gonna tell you what to do and i’m tired of being the boss i’m the boss all the time so in the bedroom you be the boss yes because i’m the real boss and i told you so motherfucker so do it sheryl sandberg that woman who wrote lean in has had such a big impact that now because of her there is a ban on the word “bossy” in elementary schools because according to her it’s sexist to use the word “bossy” because boys are never called bossy so now instead of saying “you’re bossy” you’re supposed to say “you have executive leadership skills” which is a very roundabout way of saying “you’re a little cunt” i’m just waiting for the right moment to like become a housewife financially you know i want my husband to get us to like a certain point financially i wanna get to the point as a couple where i can comfortably afford sliced mango know what i’m talking about i’m talking about that whole foods mango that  whole foods mango that was sliced by white people that’s the kind of income bracket i’m striving for that’s when you know you’ve made it when you’re eating mango that was sliced by a dude named noah i want noah mango… …rebecca kiwi danielle pineapple you know what else i want i wanna be able to take a stroll on a sidewalk see a quarter and just keep on walking like a princess i have some useful advice for all my asianamerican brothers and sisters yeah never go paintballing with a vietnam veteran so i don’t know if you guys can tell but i am seven and a half months pregnant yeah it’s very rare and unusual to see a female comic perform pregnant because female comics… don’t get pregnant just try to think of one i dare you there’s– none of them once they do get pregnant they generally disappear that’s not the case with male comics once they have a baby they’ll get up on stage a week afterwards and they’ll be like “guys i just had this fucking baby that baby’s a little piece of shit it’s so annoying and boring” and all these other shitty dads in the audience are like “that’s hilarious i identify” and their fame just swells because they become this relatable family funny man all of a sudden meanwhile the mom is at home chapping her nipples feeding the fucking baby and wearing a frozen diaper ’cause her pussy needs to heal from the baby’s head shredding it up she’s busy so i don’t know what’s gonna happen to me you know a lot of my female standup comic friends who are a lot more successful and famous than me discouraged me from having a kid and they were like “ali why are you gonna have a kid you just gonna become– you’re gonna disappear and you’re gonna become some lame stayathome mom” i was like “yeah that’s the dream” that’s the point this is the ultimate trap i won you knowanother thing a lot of my friends said to me when they were discouraging me from having a kid they were like “why are you gonna have a kid why don’t you just travel the world with your husband and just do whatever you want for the rest of your lives with no kid attached” i was like “yeah that’s cool… until my husband dies” which he’s definitely gonna before me because i’m a asian woman and therefore guaranteed to live until i’m a billion i’m guaranteed like a turtle from the galapagos ok we all know the phrase “black don’t crack” well asian don’t die we don’t die especially the women we live forever and you know why we’re such bad drivers because we’re trying to die we’re like “yeah let me see how invincible i really am” “imma make this left hand turn signal and ignore this red light completely” “i’m gonna make a right turn– i changed my mind it’s a uturn” “i changed my mind again it’s a oturn” every time i get into a car accident… …i’m like “oh my god not again” i need to hide my face so that everybody doesn’t see that it’s what everybody thought it was gonna be so embarrassing my toyota corolla is a mess there’s this huge bear claw scratch on the side from this aggressive brick wall that came out of nowhere and then on the hood there’s multiple hand prints from pedestrians who have had to alert me of their existence i don’t know what’s wrong with me but i’m still here you know i need to have children to keep me company when i get older it’s lonely my mom is  going through a full blown midlife crisis ‘cause she knows that she’s got a century more to go and she is so lonely all of her white friends dead her mexican friends dead black friends dead i’m just kidding she doesn’t have any black friends life is not rush hour the movie ok i need children to be there for me when i’m older when i get as old as her and when i say be there for me i mean pay for me when my husband isn’t around to support me anymore i’m not trying to be one of those old chinese ladies who recycles for a living that’s not my destiny ok old chinese ladies they don’t give a fuck they got no shame they’re like “i’m just gonna recycle… go bald… go to the park do this shit” they do that ’cause it’s a free activity for them they do it in their– their bigass v stiviano visor their darth vadertomb raider boba fett helmet they wear that to protect themselves from their archnemesis the sun their in a contest to see who’s gonna burn out first old asian ladies and the sun are like the tupac and biggie of longevity i also decided to have a kid because uh i’m only  which i know is not technically highrisk but my body was starting to show signs of change and it– and it scared me like i’m only  and… …my pussy is not as wet as it used to be it’s very demoralizing ok do you remember when you were  years old and your pussy was just sopping wet all the time all the time you just took it for granted that you could just reach your hand down your pants at any given moment you throw up the peace sign afterwards and there would be that snailtrail in between your fingers oh my god it was so juicy you could just blow a bubble wand with it just… “i slime you i slime you ghostbusters” i don’t know what kind of mother i’m gonna be i’m– i’m  and i did have to get a little bit of science involved when trying to get pregnant and a lot of that… is most likely my fault because when i was in my  i ate plan b like skittles so my uterus probably looked like a smoker’s lung and i found out that my progesterone levels were alarmingly low so then i had to take these hormone pills that were suppositories and push pop them up myself every single night and then at my writing job at fresh off the boat i would be storyboarding in front of my coworkers and then at some point the pill would inevitably dissolve and melt into my underwear and i had to act like everything was ok when everything was clearly not ok and then a side effect of the progesterone was that it made me extremely itchy so then i had to find ways to discretely scratch myself underneath the conference table and then resist the urge to immediately smell my fingers afterwards i want to be able to smell my fingers when i wanna smell my own goddamn fingers housewives they can just scratch and sniff all day long they just vacuum scratch sniff they make a sandwich “uh mmm” they watch property brothers scratch “what’s crackin’ mmm” every time you scratch yourself all you can think about is “when can i smell my fingers when can i smell my fingers when can i discretely find a way to…” “…smell my fingers” nature made you urgently curious to protect you ’cause you gotta check that it’s all good in the hood if it’s too funky you need to see a doctor your fingers are your first webmd when my husband and i were trying to have a kid a lot of people were like “oh my god that’s so hot you guys doin’ a lot of fuckin’” no dude that’s– that’s shit you do in your  ok when in– when you’re in your  and you’ve been trying to get pregnant for a while it gets very clinical you pee on these ovulation strips that tell you when the eggs are droppin’ it tells you when it’s easter time and i would only fuck him when it was easter time it was like only four days out of the month and outside of that i would be like “we’re not fuckin’ i need you to save it i want your sperm to be as pentup and as angry and rapey as possible so that when they come out it’s like ‘release the kraken” and they just come out like a bunch of angry refugees escaping a dictatorship you know and um… yeah and most of the time like we wouldn’t even have sex ’cause i was so tired when i would come home and see the smiley face on the ovulation strip and i’d be like “ok it’s go time” and i would just give my husband a hand job most of the time and he would close his eyes immediately i know what that means ok when somebody closes their eyes during sex it’s not because they’re in such ecstasy with you that– that they need to close their eyes when somebody closes their eyes during sex it’s because they’re literally trying to shut the image of your face out of their head and instead project two latina lesbians that they saw earlier that day on redtube onto the back of their eyelids which is fine by me because then he doesn’t have to see the expression on my face that says “please hurry the fuck up” and then when he was about to finish i could always tell because the indication is very universal when a man is about to finish it’s when they get that… that stupidass look on their face… …where they look like they just got bit by a zombie just… and then because we’re hippies i’d be like “hey hey please look me in the eye and remember to come with intention ok” and then i would jump on him and hold onto his neck and i would just twerk twerk twerk the shit out of him… and do some of this shit that i learned in atlanta and then i would turn upside down immediately afterwards… to make sure all of that harvard nectar would just drain inside of me that’s right ‘cause i don’t wanna work anymore i’m very grateful to be pregnant and to be… this far along to be seven and a half months pregnant because last year i had a miscarriage which is very common and a lot of women who are in their  flip out when they hear that they’re like “oh my god that’s so dark and terrible i can’t believe that” i’m  girl when you’re  you’ll know plenty of women who have had a miscarriage it’s super common and i wish more women would talk about it so they wouldn’t feel so bad when they go through it when i told my mom– she’s from a third world country and when i told her i had one she was like “uh yeah where i’m from that’s like losing a pair of shoes it’s whatevs ok” and everything happens for a reason i found out at my sixweek sonogram which is very early and the doctor says to me “oh my god i see two sacks which means you’re having twins” and i was like “no” and then she said “but what i don’t see is a heartbeat” and i was like “yes” “the lord is mysterious” don’t feel bad ok they were the size of poppy seeds i’ve picked boogers larger than the twins that i lost and most women won’t let their husbands watch when they’re going through a miscarriage i sat my husband down in front of me while i sat on the toilet and i was like “you look” “you watch the whole thing” and he felt so bad for me and i used it as leverage and held that shit over his head for a month and got him to do whatever the fuck i wanted him to do for  days he took me to see beyoncé he bought me a bike off of craigslist that’s my miscarriage bike and i love it very much for  days i finally had the marriage i always wanted i’m scared about giving childbirth though i’m– i’m very very scared of childbirth that’s why i’m going to hire a doula you know what that is you know what a doula is that’s a white hippie witch… …that blows quinoa into your pussy to keyser söze all the pain away a lot of women tried to freak me out they tried to freak me out about childbirth by saying “ali did you know that you’re gonna poop on the table” i was like “yeah i look forward to it” i’m all backed up from holding in my shit at work i can’t wait to cleanse it makes sense like that you– that that happens because when you’re in labor you push you push you push and your husband will be asked to assist in the labor by lifting up your leg which subsequently turns into a soft serve lever you just shit on the floor in front of the love of your life and just when you think that’s enough to make him finally leave you boom a baby comes out and he gotta stay that’s the real miracle of life right there i can already see how a child can really take its toll on a marriage because the baby hasn’t even come out yet and i am already so resentful towards my husband so much resentment especially when he asks me to do shit around the house “hey can you wash the dishes” “no” “can you water the plants” “i am not doing jack shit anymore i’m busy makin’ a eyeball ok are you makin’ a foot i didn’t think so you change the channel” i can already see how there’s like this crazy double standard in our society of how it takes so little to be considered a great dad and it also takes so little to be considered a shitty mom people praise my husband for coming to all of my doctor’s appointments with me “oh my god i can’t believe he comes to all your doctor’s appointments he is so supportive” guess who else has to go to those doctor appointments me i’m the star of the show there’s nothing for the camera to see if i’m not there but he’s the hero for playing candy crush while i get my blood drawn meanwhile if i do mushrooms seven months pregnant i’m a bad mommy you know i– i– i like i berate my husband on like a daily basis partially because i really am mad at him but mostly out of survival because if he leaves me i’m fucked so i have to chip away at his selfesteem on a daily basis… to keep him down so that he doesn’t believe that he’s worthy of another woman’s affection and leaves me i gotta keep him around by keeping him down people don’t tell you about all this shit that goes down with your body when you get pregnant you know your nipples get huge and dark i didn’t know that i didn’t know that they get dark so that the baby can see like a bullseye so that the baby can find it easier and then you know they get big– they get big like fingers like “you you you owe me money you” my nipples look like whoppers now and naked i look like a minion but i’m not gonna be one of those crazy pregnant ladies who tries to get all back in shape right after they get pregnant no hopefully if you see me in a year i will have the kind of body where if i do a nude scene on television people will commend me for being courageous for doing it now that i’m seven and a half months pregnant my pussy’s all wet again but it’s different it’s not like when i was  years old when it was like really hot you know and i was like “why is it different” and i looked it up and my pussy’s all wet again because my– my body’s secreting mucus to protect the baby from bacteria attacking it that’s not the same when it’s straight up soldier glue when it’s neosporin so you know i– i in– previously before i met my husband i had dated a bunch of losers and then i meet this dream guy who’s like way more handsome than me out of my league graduated from harvard business school worked hard to trap his ass got him to propose to me oh my god then we got married all my dreams coming true and then we got pregnant and recently we bought our first home together and uh two weeks into the escrow process i discovered that my beautiful harvardeducated husband was  in debt and me with my hardearned tv money paid it all off so as it turns out he’s the one who trapped me how did he do it how did he bamboozle me oh maybe because he went to harvard business school the epicenter of whitecollar crime he enron’d my ass and now if i don’t work we die why else do you think i’m performing seven and a half months pregnant all right i’ve been ali wong have a good night everybody thank you'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# extract Ali Wong's transcript\n",
    "ali_text = data['transcript'][0]\n",
    "ali_text"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Build a Markov Chain\n",
    "Build a simple markov chain that creates a dictionary of the following key and value pairs.\n",
    "- The keys should be all the words in the corpus\n",
    "- The values should be a list of the words that follow the keys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# UDF to create markov chain\n",
    "from collections import defaultdict\n",
    "\n",
    "# The input is a string of text and the output will be a dictionary with each word as a key and each value as the list of words that come after the key in the text.\n",
    "def markov_chain(text):\n",
    "    words = text.split(' ')  # tokenize the corpus by word\n",
    "    m_dict = defaultdict(list)  # initialize a default dictionary to hold all of the words and next word\n",
    "    # Create a zipped list of all of the word pairs and put them in word: list of next words format\n",
    "    for current_word, next_word in zip(words[0:-1], words[1:]):\n",
    "        m_dict[current_word].append(next_word)\n",
    "    m_dict = dict(m_dict)  # convert default dict into dictionary  \n",
    "    return m_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'ladies': ['and', 'go', 'who', 'they', 'and', 'who'],\n",
       " 'and': ['gentlemen',\n",
       "  'foremost',\n",
       "  'then',\n",
       "  'have',\n",
       "  'there’s',\n",
       "  'resentment',\n",
       "  'get',\n",
       "  'get',\n",
       "  'says',\n",
       "  'my',\n",
       "  'she',\n",
       "  'snatch',\n",
       "  'running',\n",
       "  'fighting',\n",
       "  'yelling',\n",
       "  'it',\n",
       "  'everybody',\n",
       "  'my',\n",
       "  'she',\n",
       "  'i',\n",
       "  'uh',\n",
       "  'i',\n",
       "  'i',\n",
       "  'the',\n",
       "  'i',\n",
       "  'i',\n",
       "  'i',\n",
       "  'we',\n",
       "  'we–',\n",
       "  'then',\n",
       "  'i',\n",
       "  'watched',\n",
       "  'i',\n",
       "  'have',\n",
       "  'that',\n",
       "  'you',\n",
       "  'recycling',\n",
       "  'disturbing',\n",
       "  'it’s',\n",
       "  'all',\n",
       "  'just…',\n",
       "  'then',\n",
       "  'be',\n",
       "  'halfvietnamese',\n",
       "  'we',\n",
       "  'his',\n",
       "  'i',\n",
       "  'slide',\n",
       "  'your',\n",
       "  'inflamed',\n",
       "  'you’re',\n",
       "  'then',\n",
       "  'i',\n",
       "  'halfjapanese',\n",
       "  'i’m',\n",
       "  'halfvietnamese',\n",
       "  'playing',\n",
       "  'rugby',\n",
       "  'on',\n",
       "  'foremost',\n",
       "  'a',\n",
       "  'the',\n",
       "  'emotionally',\n",
       "  'i',\n",
       "  '',\n",
       "  'so',\n",
       "  'neither',\n",
       "  'i',\n",
       "  'i–',\n",
       "  'then',\n",
       "  'it’s',\n",
       "  'find',\n",
       "  'start',\n",
       "  'just',\n",
       "  'caves',\n",
       "  'gets',\n",
       "  'is',\n",
       "  'then',\n",
       "  'look',\n",
       "  'like',\n",
       "  'very',\n",
       "  'for',\n",
       "  'i',\n",
       "  'she',\n",
       "  'rise',\n",
       "  'her',\n",
       "  'be',\n",
       "  'eat',\n",
       "  'watch',\n",
       "  'then',\n",
       "  'be',\n",
       "  'now',\n",
       "  'they’re',\n",
       "  'most',\n",
       "  'they’ll',\n",
       "  'in',\n",
       "  'then',\n",
       "  'digitally',\n",
       "  'then',\n",
       "  'you',\n",
       "  'you’re',\n",
       "  'then',\n",
       "  'then',\n",
       "  'then',\n",
       "  'then',\n",
       "  'steady',\n",
       "  'brings',\n",
       "  'let',\n",
       "  'reverberate',\n",
       "  'say',\n",
       "  'my',\n",
       "  'he',\n",
       "  'when',\n",
       "  'i’m',\n",
       "  'just',\n",
       "  'i',\n",
       "  'what',\n",
       "  'sicker',\n",
       "  'sicker',\n",
       "  'sicker',\n",
       "  'sicker',\n",
       "  'posted',\n",
       "  'they’re',\n",
       "  'that’s',\n",
       "  'lies',\n",
       "  'as',\n",
       "  'treat',\n",
       "  'you’ll',\n",
       "  'succeed',\n",
       "  'they',\n",
       "  'i',\n",
       "  'you',\n",
       "  'it’s',\n",
       "  'then',\n",
       "  'that’s',\n",
       "  'be',\n",
       "  'i’m',\n",
       "  'i',\n",
       "  'just',\n",
       "  'sisters',\n",
       "  'a',\n",
       "  'unusual',\n",
       "  'they’ll',\n",
       "  'boring”',\n",
       "  'all',\n",
       "  'their',\n",
       "  'wearing',\n",
       "  'famous',\n",
       "  'they',\n",
       "  'you’re',\n",
       "  'just',\n",
       "  'therefore',\n",
       "  'you',\n",
       "  'ignore',\n",
       "  'then',\n",
       "  'she',\n",
       "  'when',\n",
       "  'the',\n",
       "  'biggie',\n",
       "  'it–',\n",
       "  'it',\n",
       "  'your',\n",
       "  'there',\n",
       "  'i',\n",
       "  'a',\n",
       "  'i',\n",
       "  'push',\n",
       "  'then',\n",
       "  'then',\n",
       "  'melt',\n",
       "  'i',\n",
       "  'then',\n",
       "  'then',\n",
       "  'sniff',\n",
       "  'i',\n",
       "  'you’ve',\n",
       "  'i',\n",
       "  'outside',\n",
       "  'as',\n",
       "  'rapey',\n",
       "  'they',\n",
       "  'um…',\n",
       "  'most',\n",
       "  'see',\n",
       "  'i’d',\n",
       "  'i',\n",
       "  'he',\n",
       "  'instead',\n",
       "  'then',\n",
       "  'then',\n",
       "  'remember',\n",
       "  'then',\n",
       "  'hold',\n",
       "  'i',\n",
       "  'do',\n",
       "  'then',\n",
       "  'to',\n",
       "  'a',\n",
       "  'a',\n",
       "  'terrible',\n",
       "  'i',\n",
       "  'when',\n",
       "  'everything',\n",
       "  'the',\n",
       "  'i',\n",
       "  'then',\n",
       "  'i',\n",
       "  'most',\n",
       "  'i',\n",
       "  'he',\n",
       "  'i',\n",
       "  'held',\n",
       "  'got',\n",
       "  'i',\n",
       "  'your',\n",
       "  'just',\n",
       "  'he',\n",
       "  'i',\n",
       "  'it',\n",
       "  'leaves',\n",
       "  'dark',\n",
       "  'then',\n",
       "  'naked',\n",
       "  'a',\n",
       "  'i',\n",
       "  'i',\n",
       "  'my',\n",
       "  'then',\n",
       "  'then',\n",
       "  'recently',\n",
       "  'uh',\n",
       "  'me',\n",
       "  'now',\n",
       "  'a'],\n",
       " 'gentlemen': ['please'],\n",
       " 'please': ['welcome', 'no', 'look'],\n",
       " 'welcome': ['to', 'thank'],\n",
       " 'to': ['the',\n",
       "  'get',\n",
       "  'pee',\n",
       "  'sleep',\n",
       "  'sleep',\n",
       "  'have',\n",
       "  'take',\n",
       "  'calm',\n",
       "  'sleep',\n",
       "  'declutter',\n",
       "  'achieve',\n",
       "  'help',\n",
       "  'a',\n",
       "  'let',\n",
       "  'buy',\n",
       "  'clean',\n",
       "  'be',\n",
       "  'deepakoprah',\n",
       "  'achieve',\n",
       "  'a',\n",
       "  'trap',\n",
       "  'date',\n",
       "  'any',\n",
       "  'cool',\n",
       "  'be',\n",
       "  'go',\n",
       "  'say',\n",
       "  'a',\n",
       "  'be',\n",
       "  'do',\n",
       "  'private',\n",
       "  'this',\n",
       "  'see',\n",
       "  'leave',\n",
       "  'private',\n",
       "  'backpack',\n",
       "  'do',\n",
       "  'shut',\n",
       "  'go',\n",
       "  'be',\n",
       "  'do',\n",
       "  'incept',\n",
       "  'leave',\n",
       "  'go',\n",
       "  'my',\n",
       "  'send',\n",
       "  'him',\n",
       "  'be',\n",
       "  'sit',\n",
       "  'the',\n",
       "  'lie',\n",
       "  'women',\n",
       "  'be',\n",
       "  'continue',\n",
       "  'do',\n",
       "  'have',\n",
       "  'show',\n",
       "  'work',\n",
       "  'earn',\n",
       "  'shit',\n",
       "  'seat',\n",
       "  'eat',\n",
       "  'pull',\n",
       "  'ration',\n",
       "  'try',\n",
       "  'make',\n",
       "  'moisten',\n",
       "  'come',\n",
       "  'start',\n",
       "  'you',\n",
       "  'make',\n",
       "  'just',\n",
       "  'the',\n",
       "  'podcasts',\n",
       "  'me',\n",
       "  'come',\n",
       "  'me',\n",
       "  'get',\n",
       "  'work',\n",
       "  'eat',\n",
       "  'tell',\n",
       "  'get',\n",
       "  'you',\n",
       "  'make',\n",
       "  'fuck',\n",
       "  'marry',\n",
       "  'turn',\n",
       "  'youi',\n",
       "  'put',\n",
       "  'do',\n",
       "  'because',\n",
       "  'help',\n",
       "  'show',\n",
       "  'spank',\n",
       "  'abuse',\n",
       "  'be',\n",
       "  'be',\n",
       "  'do',\n",
       "  'her',\n",
       "  'use',\n",
       "  'say',\n",
       "  'like',\n",
       "  'get',\n",
       "  'like',\n",
       "  'the',\n",
       "  'take',\n",
       "  'see',\n",
       "  'think',\n",
       "  'heal',\n",
       "  'me',\n",
       "  'me',\n",
       "  'live',\n",
       "  'die',\n",
       "  'hide',\n",
       "  'alert',\n",
       "  'have',\n",
       "  'keep',\n",
       "  'go',\n",
       "  'be',\n",
       "  'support',\n",
       "  'be',\n",
       "  'the',\n",
       "  'protect',\n",
       "  'see',\n",
       "  'have',\n",
       "  'show',\n",
       "  'be',\n",
       "  'get',\n",
       "  'get',\n",
       "  'take',\n",
       "  'act',\n",
       "  'find',\n",
       "  'discretely',\n",
       "  'immediately',\n",
       "  'be',\n",
       "  'smell',\n",
       "  'protect',\n",
       "  'see',\n",
       "  'have',\n",
       "  'get',\n",
       "  'save',\n",
       "  'be',\n",
       "  'close',\n",
       "  'shut',\n",
       "  'see',\n",
       "  'finish',\n",
       "  'finish',\n",
       "  'come',\n",
       "  'make',\n",
       "  'be',\n",
       "  'be…',\n",
       "  'be',\n",
       "  'me',\n",
       "  'do',\n",
       "  'do',\n",
       "  'see',\n",
       "  'hire',\n",
       "  'keyser',\n",
       "  'freak',\n",
       "  'freak',\n",
       "  'it”',\n",
       "  'cleanse',\n",
       "  'assist',\n",
       "  'make',\n",
       "  'do',\n",
       "  'be',\n",
       "  'be',\n",
       "  'all',\n",
       "  'all',\n",
       "  'go',\n",
       "  'those',\n",
       "  'see',\n",
       "  'chip',\n",
       "  'keep',\n",
       "  'get',\n",
       "  'protect',\n",
       "  'trap',\n",
       "  'propose',\n",
       "  'me',\n",
       "  'harvard'],\n",
       " 'the': ['stage',\n",
       "  'light',\n",
       "  'chatter',\n",
       "  'kind',\n",
       "  'kind',\n",
       "  'presence',\n",
       "  'lifechanging',\n",
       "  'center',\n",
       "  'hoarding',\n",
       "  'hpv',\n",
       "  'country',\n",
       "  'third',\n",
       "  'communiststhe',\n",
       "  'worst',\n",
       "  'manual',\n",
       "  'calculator',\n",
       "  'future',\n",
       "  'tesla',\n",
       "  'manual',\n",
       "  'way',\n",
       "  'lucky',\n",
       "  'outside',\n",
       "  'inside',\n",
       "  'first',\n",
       "  'time',\n",
       "  'fifth',\n",
       "  'next',\n",
       "  'back',\n",
       "  'park”',\n",
       "  'middle',\n",
       "  'money',\n",
       "  'colonizer”',\n",
       "  'advantage',\n",
       "  'time',\n",
       "  'sexiest',\n",
       "  'sexiest',\n",
       "  'neck',\n",
       "  'last',\n",
       "  'rug',\n",
       "  'umami',\n",
       "  'difference',\n",
       "  'fancy',\n",
       "  'chinese',\n",
       "  'japanese',\n",
       "  'east',\n",
       "  'west',\n",
       "  'name',\n",
       "  'bathroom',\n",
       "  'bathroom',\n",
       "  'corner',\n",
       "  'wait',\n",
       "  'wall…',\n",
       "  'fuck',\n",
       "  'house',\n",
       "  'idea',\n",
       "  'man’s',\n",
       "  'message',\n",
       "  'whole',\n",
       "  'shit',\n",
       "  'fuck',\n",
       "  'woman',\n",
       "  'exact',\n",
       "  'following',\n",
       "  'goodness',\n",
       "  'coo',\n",
       "  'table',\n",
       "  'top',\n",
       "  'fuck',\n",
       "  'worst',\n",
       "  'smart',\n",
       "  'next',\n",
       "  'secret”',\n",
       "  'phrase',\n",
       "  'street',\n",
       "  'boat',\n",
       "  'best',\n",
       "  'desert',\n",
       "  'stall',\n",
       "  'end',\n",
       "  'day',\n",
       "  'goonies',\n",
       "  'velocity',\n",
       "  'butt',\n",
       "  'doo',\n",
       "  'toilet',\n",
       "  'ends',\n",
       "  'toilet',\n",
       "  'toilet',\n",
       "  'other',\n",
       "  'nerve',\n",
       "  'same',\n",
       "  'rest',\n",
       "  'promise',\n",
       "  'images',\n",
       "  'internet',\n",
       "  'back',\n",
       "  'internet',\n",
       "  'jewish',\n",
       "  'universe',\n",
       "  'pain”',\n",
       "  'pain',\n",
       "  'pain',\n",
       "  'dick',\n",
       "  'butt',\n",
       "  'tushtush',\n",
       "  'man',\n",
       "  'look',\n",
       "  'man’s',\n",
       "  'first',\n",
       "  'woman',\n",
       "  'lord',\n",
       "  'rim',\n",
       "  'most',\n",
       "  'most',\n",
       "  'woman',\n",
       "  'time',\n",
       "  'boss',\n",
       "  'boss',\n",
       "  'time',\n",
       "  'bedroom',\n",
       "  'boss',\n",
       "  'real',\n",
       "  'word',\n",
       "  'word',\n",
       "  'right',\n",
       "  'point',\n",
       "  'kind',\n",
       "  'case',\n",
       "  'audience',\n",
       "  'mom',\n",
       "  'fucking',\n",
       "  'baby’s',\n",
       "  'dream”',\n",
       "  'point',\n",
       "  'ultimate',\n",
       "  'world',\n",
       "  'rest',\n",
       "  'galapagos',\n",
       "  'phrase',\n",
       "  'women',\n",
       "  'side',\n",
       "  'hood',\n",
       "  'movie',\n",
       "  'park',\n",
       "  'sun',\n",
       "  'sun',\n",
       "  'tupac',\n",
       "  'time',\n",
       "  'time',\n",
       "  'peace',\n",
       "  'boat',\n",
       "  'pill',\n",
       "  'progesterone',\n",
       "  'conference',\n",
       "  'urge',\n",
       "  'hood',\n",
       "  'eggs',\n",
       "  'month',\n",
       "  'kraken”',\n",
       "  'time',\n",
       "  'smiley',\n",
       "  'ovulation',\n",
       "  'time',\n",
       "  'image',\n",
       "  'back',\n",
       "  'expression',\n",
       "  'fuck',\n",
       "  'indication',\n",
       "  'eye',\n",
       "  'shit',\n",
       "  'doctor',\n",
       "  'size',\n",
       "  'twins',\n",
       "  'toilet',\n",
       "  'whole',\n",
       "  'fuck',\n",
       "  'marriage',\n",
       "  'pain',\n",
       "  'table”',\n",
       "  'labor',\n",
       "  'floor',\n",
       "  'love',\n",
       "  'real',\n",
       "  'baby',\n",
       "  'house',\n",
       "  'dishes”',\n",
       "  'plants”',\n",
       "  'channel”',\n",
       "  'star',\n",
       "  'show',\n",
       "  'camera',\n",
       "  'hero',\n",
       "  'baby',\n",
       "  'baby',\n",
       "  'kind',\n",
       "  'baby',\n",
       "  'same',\n",
       "  'escrow',\n",
       "  'one',\n",
       "  'epicenter'],\n",
       " 'stage': ['ali', 'a'],\n",
       " 'ali': ['wong', 'you', 'we', 'wong'],\n",
       " 'wong': ['hi', 'have'],\n",
       " 'hi': ['hello'],\n",
       " 'hello': ['welcome', 'hello', 'we'],\n",
       " 'thank': ['you', 'you', 'you', 'you', 'you'],\n",
       " 'you': ['thank',\n",
       "  'for',\n",
       "  'everybody',\n",
       "  'five',\n",
       "  'i',\n",
       "  'but',\n",
       "  'don’t',\n",
       "  'go',\n",
       "  'go',\n",
       "  'don’t',\n",
       "  'a',\n",
       "  'can',\n",
       "  'never',\n",
       "  'better',\n",
       "  'under',\n",
       "  'might',\n",
       "  'die”',\n",
       "  'wanna',\n",
       "  'wanna',\n",
       "  'gotta',\n",
       "  'homeless',\n",
       "  'a',\n",
       "  'drop',\n",
       "  'know',\n",
       "  'go',\n",
       "  'know',\n",
       "  'feel',\n",
       "  'feel',\n",
       "  'know',\n",
       "  'feel',\n",
       "  'know',\n",
       "  'about',\n",
       "  'to',\n",
       "  'know',\n",
       "  'right',\n",
       "  'knowbut',\n",
       "  'get',\n",
       "  'get',\n",
       "  'like',\n",
       "  'don’t',\n",
       "  'knowmy',\n",
       "  'guys',\n",
       "  'know',\n",
       "  'mess',\n",
       "  'guys',\n",
       "  'know',\n",
       "  'can',\n",
       "  'can',\n",
       "  'eat',\n",
       "  'queef',\n",
       "  'know',\n",
       "  'gotta',\n",
       "  'know',\n",
       "  'marry',\n",
       "  'something',\n",
       "  'would',\n",
       "  'don’t',\n",
       "  'know',\n",
       "  'know',\n",
       "  'have',\n",
       "  'could',\n",
       "  'can',\n",
       "  'always',\n",
       "  'hurry',\n",
       "  'never',\n",
       "  'dare',\n",
       "  'know',\n",
       "  'deep',\n",
       "  'don’t',\n",
       "  'not',\n",
       "  'guys',\n",
       "  'guys',\n",
       "  'wanna',\n",
       "  'guys',\n",
       "  'telling',\n",
       "  'tell',\n",
       "  'son',\n",
       "  'start',\n",
       "  'crave',\n",
       "  'realize',\n",
       "  'know…',\n",
       "  'ain’t',\n",
       "  'now',\n",
       "  'have',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'don’t',\n",
       "  'gotta',\n",
       "  'put',\n",
       "  'know',\n",
       "  'haven’t',\n",
       "  'only',\n",
       "  'know',\n",
       "  'stick',\n",
       "  'know',\n",
       "  'just',\n",
       "  'as',\n",
       "  'know',\n",
       "  'ok',\n",
       "  'all',\n",
       "  'know',\n",
       "  'right”',\n",
       "  'respect',\n",
       "  'need',\n",
       "  'know',\n",
       "  'know',\n",
       "  'what',\n",
       "  'be',\n",
       "  'so',\n",
       "  'know',\n",
       "  'know',\n",
       "  'know',\n",
       "  'guys',\n",
       "  'there’s–',\n",
       "  'know',\n",
       "  'gonna',\n",
       "  'just',\n",
       "  'knowanother',\n",
       "  'gonna',\n",
       "  'just',\n",
       "  'want',\n",
       "  'know',\n",
       "  'know',\n",
       "  'remember',\n",
       "  'were',\n",
       "  'just',\n",
       "  'could',\n",
       "  'throw',\n",
       "  'could',\n",
       "  'i',\n",
       "  'ghostbusters”',\n",
       "  'scratch',\n",
       "  'can',\n",
       "  'urgently',\n",
       "  '’cause',\n",
       "  'gotta',\n",
       "  'need',\n",
       "  'guys',\n",
       "  'do',\n",
       "  'pee',\n",
       "  'when',\n",
       "  'when',\n",
       "  'to',\n",
       "  'know',\n",
       "  'that–',\n",
       "  'know',\n",
       "  'know',\n",
       "  'know',\n",
       "  'push',\n",
       "  'push',\n",
       "  'push',\n",
       "  'just',\n",
       "  'think',\n",
       "  'boom',\n",
       "  'wash',\n",
       "  'water',\n",
       "  'makin’',\n",
       "  'change',\n",
       "  'know',\n",
       "  'about',\n",
       "  'get',\n",
       "  'know',\n",
       "  'know',\n",
       "  'you',\n",
       "  'owe',\n",
       "  'see',\n",
       "  'know',\n",
       "  'know',\n",
       "  'think'],\n",
       " 'for': ['coming',\n",
       "  'coming',\n",
       "  'me',\n",
       "  'me',\n",
       "  'me',\n",
       "  'my',\n",
       "  'fashion',\n",
       "  'warmth',\n",
       "  'marriage',\n",
       "  'them',\n",
       "  'the',\n",
       "  'a',\n",
       "  'the',\n",
       "  'four',\n",
       "  'five',\n",
       "  'five',\n",
       "  'the',\n",
       "  'us',\n",
       "  'fresh',\n",
       "  'but',\n",
       "  'me',\n",
       "  'them',\n",
       "  'his',\n",
       "  'the',\n",
       "  'once',\n",
       "  'the',\n",
       "  'that’s',\n",
       "  'all',\n",
       "  'the',\n",
       "  'me',\n",
       "  'me',\n",
       "  'me',\n",
       "  'a',\n",
       "  'them',\n",
       "  'granted',\n",
       "  'a',\n",
       "  'a',\n",
       "  'me',\n",
       "  'a',\n",
       "  '',\n",
       "  '',\n",
       "  'coming',\n",
       "  'the',\n",
       "  'playing',\n",
       "  'being',\n",
       "  'doing'],\n",
       " 'coming': ['hello', 'um…', 'you', 'to', 'true'],\n",
       " 'we': ['are',\n",
       "  'were',\n",
       "  'were',\n",
       "  'were',\n",
       "  'had',\n",
       "  'had…',\n",
       "  'had',\n",
       "  'were',\n",
       "  'were',\n",
       "  'spend',\n",
       "  'need',\n",
       "  'both',\n",
       "  'like',\n",
       "  'like',\n",
       "  'do',\n",
       "  'do',\n",
       "  'pay',\n",
       "  'do',\n",
       "  'eat',\n",
       "  'eat',\n",
       "  'eat',\n",
       "  'do…',\n",
       "  'are',\n",
       "  'have',\n",
       "  'got',\n",
       "  'as',\n",
       "  'had',\n",
       "  'could',\n",
       "  'don’t',\n",
       "  'better',\n",
       "  'could',\n",
       "  'have',\n",
       "  'had',\n",
       "  'walk',\n",
       "  'just',\n",
       "  'all',\n",
       "  'don’t',\n",
       "  'live',\n",
       "  'wouldn’t',\n",
       "  'got',\n",
       "  'got',\n",
       "  'bought',\n",
       "  'die'],\n",
       " 'are': ['gonna',\n",
       "  'shocked',\n",
       "  'very',\n",
       "  'the',\n",
       "  'the',\n",
       "  'both',\n",
       "  'big',\n",
       "  'white',\n",
       "  'always',\n",
       "  'free',\n",
       "  'you',\n",
       "  'you',\n",
       "  'ceos',\n",
       "  'never',\n",
       "  'like',\n",
       "  'a',\n",
       "  'you',\n",
       "  'you',\n",
       "  'like',\n",
       "  'your',\n",
       "  'droppin’',\n",
       "  'in',\n",
       "  'you'],\n",
       " 'gonna': ['have',\n",
       "  'turn',\n",
       "  'die…',\n",
       "  'overtake',\n",
       "  'have',\n",
       "  'trap',\n",
       "  'propose…',\n",
       "  'stick',\n",
       "  'recognize',\n",
       "  'see',\n",
       "  'be',\n",
       "  'have',\n",
       "  'live',\n",
       "  'tell',\n",
       "  'happen',\n",
       "  'have',\n",
       "  'become–',\n",
       "  'disappear',\n",
       "  'become',\n",
       "  'have',\n",
       "  'before',\n",
       "  'make',\n",
       "  'be',\n",
       "  'recycle…',\n",
       "  'burn',\n",
       "  'be',\n",
       "  'poop',\n",
       "  'be'],\n",
       " 'have': ['to',\n",
       "  'to',\n",
       "  'a',\n",
       "  'insomnia',\n",
       "  'to',\n",
       "  'their',\n",
       "  'hpv',\n",
       "  'it',\n",
       "  'hpv',\n",
       "  'hpv',\n",
       "  'one',\n",
       "  'the',\n",
       "  'the',\n",
       "  'a',\n",
       "  'a',\n",
       "  'to',\n",
       "  'a',\n",
       "  'a',\n",
       "  'these',\n",
       "  'done',\n",
       "  'been',\n",
       "  'any',\n",
       "  'so',\n",
       "  'to',\n",
       "  'your',\n",
       "  'to',\n",
       "  'to',\n",
       "  'executive',\n",
       "  'some',\n",
       "  'a',\n",
       "  'a',\n",
       "  'a',\n",
       "  'had',\n",
       "  'children',\n",
       "  'any',\n",
       "  'a',\n",
       "  'to',\n",
       "  'a',\n",
       "  'sex',\n",
       "  'to',\n",
       "  'had',\n",
       "  'to',\n",
       "  'the',\n",
       "  'a'],\n",
       " 'get': ['this',\n",
       "  'it',\n",
       "  'it',\n",
       "  'rid',\n",
       "  'it',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'the',\n",
       "  'very',\n",
       "  'very',\n",
       "  'to',\n",
       "  'to',\n",
       "  'my',\n",
       "  'sicker',\n",
       "  'sicker',\n",
       "  'really',\n",
       "  'a',\n",
       "  'a',\n",
       "  'all',\n",
       "  'us',\n",
       "  'to',\n",
       "  'pregnant',\n",
       "  'pregnant',\n",
       "  'up',\n",
       "  'into',\n",
       "  'older',\n",
       "  'as',\n",
       "  'a',\n",
       "  'pregnant',\n",
       "  'pregnant',\n",
       "  'that…',\n",
       "  'my',\n",
       "  'pregnant',\n",
       "  'huge',\n",
       "  'dark',\n",
       "  'big–',\n",
       "  'big',\n",
       "  'all',\n",
       "  'pregnant'],\n",
       " 'this': ['shit',\n",
       "  'year',\n",
       "  'doctor',\n",
       "  'shit',\n",
       "  'shit',\n",
       "  'calculator',\n",
       "  'judy',\n",
       "  'shit',\n",
       "  'past',\n",
       "  'past',\n",
       "  'wedding',\n",
       "  'dude',\n",
       "  'guy',\n",
       "  'restaurant',\n",
       "  'restaurant',\n",
       "  'hippydippy',\n",
       "  'sneaking',\n",
       "  'wacky',\n",
       "  'dude',\n",
       "  'dude',\n",
       "  'bitch',\n",
       "  'huge',\n",
       "  'shit',\n",
       "  'conversation',\n",
       "  'is',\n",
       "  'fucking',\n",
       "  'relatable',\n",
       "  'is',\n",
       "  'left',\n",
       "  'red',\n",
       "  'huge',\n",
       "  'aggressive',\n",
       "  'shit”',\n",
       "  'shit',\n",
       "  'far',\n",
       "  'crazy',\n",
       "  'shit',\n",
       "  'dream'],\n",
       " 'shit': ['over',\n",
       "  'and',\n",
       "  'and',\n",
       "  'around',\n",
       "  'around',\n",
       "  'don’t',\n",
       "  'up',\n",
       "  'is',\n",
       "  'my',\n",
       "  'on',\n",
       "  'like',\n",
       "  'we',\n",
       "  'outta',\n",
       "  'in',\n",
       "  'in',\n",
       "  'in',\n",
       "  'too',\n",
       "  'was',\n",
       "  'together',\n",
       "  'together”',\n",
       "  'i',\n",
       "  'you’re',\n",
       "  'turns',\n",
       "  'it’s',\n",
       "  'you',\n",
       "  'out',\n",
       "  'that',\n",
       "  'over',\n",
       "  'at',\n",
       "  'on',\n",
       "  'around',\n",
       "  'anymore',\n",
       "  'that'],\n",
       " 'over': ['with', 'again', 'again', 'by', 'his'],\n",
       " 'with': ['’cause',\n",
       "  'the',\n",
       "  'where',\n",
       "  'your',\n",
       "  'all',\n",
       "  'these',\n",
       "  'a',\n",
       "  'a',\n",
       "  'a',\n",
       "  'somebody',\n",
       "  'a',\n",
       "  'glaucoma',\n",
       "  'our',\n",
       "  'this',\n",
       "  'my',\n",
       "  'him',\n",
       "  'him',\n",
       "  'me',\n",
       "  'their',\n",
       "  'the',\n",
       "  'which',\n",
       "  'me',\n",
       "  'the',\n",
       "  'eyelashes',\n",
       "  'my',\n",
       "  'a',\n",
       "  'male',\n",
       "  'your',\n",
       "  'no',\n",
       "  'me',\n",
       "  'it',\n",
       "  'you',\n",
       "  'intention',\n",
       "  'me',\n",
       "  'your',\n",
       "  'my'],\n",
       " '’cause': ['i',\n",
       "  'it',\n",
       "  'it',\n",
       "  'my',\n",
       "  'you’re',\n",
       "  'when',\n",
       "  'her',\n",
       "  'it’s',\n",
       "  'you',\n",
       "  'i'],\n",
       " 'i': ['have',\n",
       "  'turned',\n",
       "  'appreciate',\n",
       "  'can',\n",
       "  'see',\n",
       "  'don’t',\n",
       "  'have',\n",
       "  'have',\n",
       "  'have',\n",
       "  'can',\n",
       "  'turn',\n",
       "  'am',\n",
       "  'turn',\n",
       "  'have',\n",
       "  'was',\n",
       "  'was',\n",
       "  'was',\n",
       "  'do',\n",
       "  'grew',\n",
       "  'also',\n",
       "  'gave',\n",
       "  'dated',\n",
       "  'first',\n",
       "  'saw',\n",
       "  'was',\n",
       "  'learned',\n",
       "  'was',\n",
       "  'trapped',\n",
       "  'did',\n",
       "  'knew',\n",
       "  'was',\n",
       "  'thought',\n",
       "  'was',\n",
       "  'saw',\n",
       "  'was',\n",
       "  'knew',\n",
       "  'was',\n",
       "  'dropped',\n",
       "  'was',\n",
       "  'don’t',\n",
       "  'get',\n",
       "  'mean',\n",
       "  'just',\n",
       "  'could',\n",
       "  'think',\n",
       "  'was',\n",
       "  'don’t',\n",
       "  'go',\n",
       "  'have',\n",
       "  'read',\n",
       "  'was',\n",
       "  'pee',\n",
       "  'need',\n",
       "  'grew',\n",
       "  'are',\n",
       "  'had',\n",
       "  'just',\n",
       "  'had',\n",
       "  'just',\n",
       "  'wanted',\n",
       "  'sent',\n",
       "  'told',\n",
       "  'bought',\n",
       "  'had',\n",
       "  'was',\n",
       "  'was',\n",
       "  'was',\n",
       "  'need',\n",
       "  'was',\n",
       "  'did',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'straight',\n",
       "  'don’t',\n",
       "  'do',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'wanna',\n",
       "  'want',\n",
       "  'think',\n",
       "  'guess',\n",
       "  'hear',\n",
       "  'wanna',\n",
       "  'love',\n",
       "  'love',\n",
       "  'still',\n",
       "  'gotta',\n",
       "  'literally',\n",
       "  'had',\n",
       "  'hear',\n",
       "  'lose',\n",
       "  'heard',\n",
       "  'was',\n",
       "  'know',\n",
       "  'heard',\n",
       "  'wanna',\n",
       "  'was',\n",
       "  'should',\n",
       "  'trapped',\n",
       "  'choose',\n",
       "  'chose',\n",
       "  'said',\n",
       "  'really',\n",
       "  'don’t',\n",
       "  'got',\n",
       "  'got',\n",
       "  'think',\n",
       "  'started',\n",
       "  'was',\n",
       "  'went',\n",
       "  'don’t',\n",
       "  'was',\n",
       "  'finally',\n",
       "  'just',\n",
       "  'got',\n",
       "  'was',\n",
       "  'got',\n",
       "  'just',\n",
       "  'don’t–',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'like',\n",
       "  'respect',\n",
       "  'know',\n",
       "  'don’t',\n",
       "  'also',\n",
       "  'just',\n",
       "  'can’t',\n",
       "  'can',\n",
       "  'told',\n",
       "  'want',\n",
       "  'wanna',\n",
       "  'can',\n",
       "  'want',\n",
       "  'want',\n",
       "  'wanna',\n",
       "  'have',\n",
       "  'don’t',\n",
       "  'am',\n",
       "  'dare',\n",
       "  'just',\n",
       "  'identify”',\n",
       "  'don’t',\n",
       "  'was',\n",
       "  'won',\n",
       "  'was',\n",
       "  'really',\n",
       "  'changed',\n",
       "  'get',\n",
       "  'need',\n",
       "  'don’t',\n",
       "  'need',\n",
       "  'get',\n",
       "  'need',\n",
       "  'get',\n",
       "  'say',\n",
       "  'mean',\n",
       "  'also',\n",
       "  'know',\n",
       "  'slime',\n",
       "  'don’t',\n",
       "  'did',\n",
       "  'was',\n",
       "  'ate',\n",
       "  'found',\n",
       "  'had',\n",
       "  'would',\n",
       "  'had',\n",
       "  'had',\n",
       "  'want',\n",
       "  'wanna',\n",
       "  'smell',\n",
       "  'smell',\n",
       "  'discretely',\n",
       "  'were',\n",
       "  'would',\n",
       "  'would',\n",
       "  'need',\n",
       "  'want',\n",
       "  'was',\n",
       "  'would',\n",
       "  'would',\n",
       "  'know',\n",
       "  'could',\n",
       "  'would',\n",
       "  'would',\n",
       "  'learned',\n",
       "  'would',\n",
       "  'don’t',\n",
       "  'had',\n",
       "  'can’t',\n",
       "  'wish',\n",
       "  'told',\n",
       "  'told',\n",
       "  'had',\n",
       "  'found',\n",
       "  'see',\n",
       "  'was',\n",
       "  'don’t',\n",
       "  'was',\n",
       "  'lost',\n",
       "  'sat',\n",
       "  'sat',\n",
       "  'was',\n",
       "  'used',\n",
       "  'wanted',\n",
       "  'love',\n",
       "  'finally',\n",
       "  'always',\n",
       "  'was',\n",
       "  'look',\n",
       "  'can’t',\n",
       "  'can',\n",
       "  'am',\n",
       "  'didn’t',\n",
       "  'can',\n",
       "  'can’t',\n",
       "  'get',\n",
       "  'do',\n",
       "  'like',\n",
       "  'berate',\n",
       "  'really',\n",
       "  'have',\n",
       "  'gotta',\n",
       "  'didn’t',\n",
       "  'didn’t',\n",
       "  'look',\n",
       "  'will',\n",
       "  'do',\n",
       "  'was',\n",
       "  'was',\n",
       "  'looked',\n",
       "  'in–',\n",
       "  'met',\n",
       "  'had',\n",
       "  'meet',\n",
       "  'discovered',\n",
       "  'don’t'],\n",
       " 'pee': ['in', 'i', 'on'],\n",
       " 'in': ['like',\n",
       "  'peace',\n",
       "  'men',\n",
       "  'women’s',\n",
       "  'the',\n",
       "  'books',\n",
       "  'the',\n",
       "  'handy',\n",
       "  'san',\n",
       "  'eight',\n",
       "  'a',\n",
       "  'san',\n",
       "  'broad',\n",
       "  'the',\n",
       "  'a',\n",
       "  'america',\n",
       "  'a',\n",
       "  'my',\n",
       "  'it',\n",
       "  'the',\n",
       "  'and',\n",
       "  'men',\n",
       "  '',\n",
       "  'my',\n",
       "  'well',\n",
       "  'ok',\n",
       "  'her',\n",
       "  'terms',\n",
       "  'a',\n",
       "  'a',\n",
       "  'their',\n",
       "  'doo',\n",
       "  'the',\n",
       "  'the',\n",
       "  'the',\n",
       "  'her',\n",
       "  'different',\n",
       "  'my',\n",
       "  'time”',\n",
       "  'the',\n",
       "  'the',\n",
       "  'his',\n",
       "  'his',\n",
       "  'bed',\n",
       "  'control',\n",
       "  'the',\n",
       "  'has',\n",
       "  'elementary',\n",
       "  'the',\n",
       "  'their–',\n",
       "  'a',\n",
       "  'between',\n",
       "  'my',\n",
       "  'front',\n",
       "  'the',\n",
       "  'your',\n",
       "  'your',\n",
       "  'such',\n",
       "  'the',\n",
       "  'atlanta',\n",
       "  'their',\n",
       "  'front',\n",
       "  'my',\n",
       "  'labor',\n",
       "  'the',\n",
       "  'front',\n",
       "  'our',\n",
       "  'shape',\n",
       "  'a',\n",
       "  'debt'],\n",
       " 'like': ['ten',\n",
       "  'shit',\n",
       "  'to',\n",
       "  'fifty',\n",
       "  'the',\n",
       "  '',\n",
       "  'this',\n",
       "  'the',\n",
       "  '“you',\n",
       "  '“but…',\n",
       "  '“oh',\n",
       "  '“oh',\n",
       "  '“all',\n",
       "  'we',\n",
       "  '“hey',\n",
       "  '“wassup”',\n",
       "  '“hey',\n",
       "  '“where”',\n",
       "  '“at',\n",
       "  '“oh',\n",
       "  'you',\n",
       "  'to',\n",
       "  'you’re',\n",
       "  'voting',\n",
       "  'that',\n",
       "  'i’m',\n",
       "  '“i',\n",
       "  'you',\n",
       "  '“hold',\n",
       "  'making',\n",
       "  'a',\n",
       "  '“i',\n",
       "  'loofah',\n",
       "  'responsibility',\n",
       "  'host',\n",
       "  'filipino',\n",
       "  '“it’s',\n",
       "  '“it’s',\n",
       "  'private',\n",
       "  'to',\n",
       "  'to',\n",
       "  'that',\n",
       "  'freerange',\n",
       "  'we',\n",
       "  'we',\n",
       "  '“oh',\n",
       "  '“i’m',\n",
       "  '“shut',\n",
       "  '“oh',\n",
       "  'you',\n",
       "  'very',\n",
       "  '“we’re',\n",
       "  '“we',\n",
       "  '“but',\n",
       "  '“look',\n",
       "  '“that',\n",
       "  'you’re',\n",
       "  'wiping',\n",
       "  '“oh',\n",
       "  'it’s',\n",
       "  '“you',\n",
       "  '“hey',\n",
       "  '“why',\n",
       "  'mrs',\n",
       "  '“uh',\n",
       "  '“oh',\n",
       "  'you’re',\n",
       "  'i',\n",
       "  '“oh',\n",
       "  'i’m',\n",
       "  'a',\n",
       "  'it',\n",
       "  'that',\n",
       "  'he’s',\n",
       "  'you’re',\n",
       "  '“yes',\n",
       "  'to',\n",
       "  '“i',\n",
       "  'become',\n",
       "  'a',\n",
       "  'a',\n",
       "  '“guys',\n",
       "  '“that’s',\n",
       "  '“ali',\n",
       "  '“yeah',\n",
       "  '“why',\n",
       "  '“yeah',\n",
       "  'a',\n",
       "  '“yeah',\n",
       "  '“oh',\n",
       "  '“i’m',\n",
       "  'the',\n",
       "  'i’m',\n",
       "  'skittles',\n",
       "  'a',\n",
       "  'everything',\n",
       "  '“oh',\n",
       "  'only',\n",
       "  '“we’re',\n",
       "  '‘release',\n",
       "  'a',\n",
       "  'we',\n",
       "  '“ok',\n",
       "  'they',\n",
       "  '“hey',\n",
       "  '“oh',\n",
       "  '“uh',\n",
       "  'losing',\n",
       "  '“no”',\n",
       "  '“yes”',\n",
       "  '“you',\n",
       "  '“yeah',\n",
       "  'that',\n",
       "  'this',\n",
       "  'i',\n",
       "  'a',\n",
       "  'a',\n",
       "  'fingers',\n",
       "  '“you',\n",
       "  'whoppers',\n",
       "  'a',\n",
       "  'when',\n",
       "  'really',\n",
       "  '“why',\n",
       "  'way'],\n",
       " 'ten': ['minutes', 'gallons'],\n",
       " 'minutes': ['but'],\n",
       " 'but': ['thank',\n",
       "  'fuck',\n",
       "  'my',\n",
       "  'i',\n",
       "  'he',\n",
       "  'sometimes',\n",
       "  'i',\n",
       "  'it’s',\n",
       "  'don’t',\n",
       "  'i',\n",
       "  'i',\n",
       "  'i’m',\n",
       "  'my',\n",
       "  'he’s',\n",
       "  'mostly',\n",
       "  'i’m',\n",
       "  'it’s'],\n",
       " 'everybody': ['so',\n",
       "  'has',\n",
       "  'has',\n",
       "  'has',\n",
       "  'thought',\n",
       "  'doesn’t',\n",
       "  'thought',\n",
       "  'thank'],\n",
       " 'so': ['much',\n",
       "  'basically',\n",
       "  'you',\n",
       "  'emotional',\n",
       "  'emotional',\n",
       "  'i',\n",
       "  'much',\n",
       "  'vulnerable',\n",
       "  'smooth',\n",
       "  'we’re',\n",
       "  'he',\n",
       "  'it’s',\n",
       "  'you',\n",
       "  'you’re',\n",
       "  'that',\n",
       "  'good',\n",
       "  'i',\n",
       "  'many',\n",
       "  'that',\n",
       "  'that',\n",
       "  'when',\n",
       "  'in',\n",
       "  'that',\n",
       "  'in',\n",
       "  'motherfucker',\n",
       "  'do',\n",
       "  'now',\n",
       "  'i',\n",
       "  'annoying',\n",
       "  'i',\n",
       "  'that',\n",
       "  'embarrassing',\n",
       "  'lonely',\n",
       "  'juicy',\n",
       "  'my',\n",
       "  'then',\n",
       "  'then',\n",
       "  'hot',\n",
       "  'that',\n",
       "  'tired',\n",
       "  'dark',\n",
       "  'they',\n",
       "  'bad',\n",
       "  'bad',\n",
       "  'resentful',\n",
       "  'much',\n",
       "  'you',\n",
       "  'little',\n",
       "  'little',\n",
       "  'supportive”',\n",
       "  'i',\n",
       "  'that',\n",
       "  'that',\n",
       "  'that',\n",
       "  'you',\n",
       "  'as'],\n",
       " 'much': ['for',\n",
       "  'better',\n",
       "  'chemistry',\n",
       "  'i',\n",
       "  'shittier',\n",
       "  'netflix',\n",
       "  'for',\n",
       "  'resentment'],\n",
       " 'um…': ['it’s', 'yeah'],\n",
       " 'it’s': ['a',\n",
       "  'been',\n",
       "  'like',\n",
       "  'ok',\n",
       "  'coming',\n",
       "  'undetectable',\n",
       "  'really',\n",
       "  'a',\n",
       "  'very',\n",
       "  'hot',\n",
       "  'what',\n",
       "  'like',\n",
       "  'so',\n",
       "  'all',\n",
       "  'different',\n",
       "  'funny',\n",
       "  'too',\n",
       "  'a',\n",
       "  'a',\n",
       "  'probably',\n",
       "  'basically',\n",
       "  'been',\n",
       "  'very',\n",
       "  'because',\n",
       "  'ok',\n",
       "  'like',\n",
       "  'like',\n",
       "  'the',\n",
       "  'because',\n",
       "  'sexist',\n",
       "  'very',\n",
       "  'so',\n",
       "  'a',\n",
       "  'a',\n",
       "  'what',\n",
       "  'lonely',\n",
       "  'a',\n",
       "  'very',\n",
       "  'all',\n",
       "  'too',\n",
       "  'easter',\n",
       "  'like',\n",
       "  'go',\n",
       "  'not',\n",
       "  'because',\n",
       "  'when',\n",
       "  'super',\n",
       "  'whatevs',\n",
       "  'different',\n",
       "  'not',\n",
       "  'straight',\n",
       "  'neosporin'],\n",
       " 'a': ['very',\n",
       "  'very',\n",
       "  'shit',\n",
       "  'sixpack',\n",
       "  'ambien',\n",
       "  'meditation',\n",
       "  'fucking',\n",
       "  'lot',\n",
       "  'ghost',\n",
       "  'selfhelp',\n",
       "  'horrible',\n",
       "  'hoarding',\n",
       "  'hoarding',\n",
       "  'third',\n",
       "  'dictator’s',\n",
       "  'shovel',\n",
       "  'climax',\n",
       "  'texas',\n",
       "  'procrastinator',\n",
       "  'lot',\n",
       "  'man',\n",
       "  'lot',\n",
       "  'lot',\n",
       "  'grownass',\n",
       "  'mattress',\n",
       "  'kitchen',\n",
       "  'very',\n",
       "  'catch',\n",
       "  'secret',\n",
       "  'public',\n",
       "  'hipster',\n",
       "  'homeless',\n",
       "  'lot',\n",
       "  'lot',\n",
       "  'major',\n",
       "  'yoko',\n",
       "  'white',\n",
       "  'white',\n",
       "  'wes',\n",
       "  'lot',\n",
       "  'white',\n",
       "  'white',\n",
       "  'dolphin',\n",
       "  'slip',\n",
       "  'jewish',\n",
       "  'huge',\n",
       "  'number',\n",
       "  'supply',\n",
       "  'grandma',\n",
       "  'weekend',\n",
       "  'shitty',\n",
       "  'woman',\n",
       "  'new',\n",
       "  'man',\n",
       "  'pinterest',\n",
       "  'saturday',\n",
       "  'completely',\n",
       "  'lot',\n",
       "  'lot',\n",
       "  'genius”',\n",
       "  'housewife',\n",
       "  'great',\n",
       "  'lot',\n",
       "  'great',\n",
       "  'office',\n",
       "  'office',\n",
       "  'office',\n",
       "  'day',\n",
       "  'sadass',\n",
       "  'macgyver',\n",
       "  'slow',\n",
       "  'lot',\n",
       "  'part',\n",
       "  'circle',\n",
       "  'lot',\n",
       "  'disgusting',\n",
       "  'pervert',\n",
       "  'gross',\n",
       "  'very',\n",
       "  'young',\n",
       "  'idiot',\n",
       "  'lot',\n",
       "  'result',\n",
       "  'little',\n",
       "  'second',\n",
       "  'whole',\n",
       "  'big',\n",
       "  'conqueror',\n",
       "  'little–',\n",
       "  'little',\n",
       "  'little',\n",
       "  'lot',\n",
       "  'lot',\n",
       "  'magical',\n",
       "  'big',\n",
       "  'ban',\n",
       "  'very',\n",
       "  'little',\n",
       "  'housewife',\n",
       "  'certain',\n",
       "  'couple',\n",
       "  'dude',\n",
       "  'stroll',\n",
       "  'sidewalk',\n",
       "  'quarter',\n",
       "  'princess',\n",
       "  'vietnam',\n",
       "  'half',\n",
       "  'female',\n",
       "  'baby',\n",
       "  'week',\n",
       "  'little',\n",
       "  'sudden',\n",
       "  'frozen',\n",
       "  'lot',\n",
       "  'lot',\n",
       "  'kid',\n",
       "  'kid',\n",
       "  'lot',\n",
       "  'kid',\n",
       "  'kid',\n",
       "  'asian',\n",
       "  'billion',\n",
       "  'turtle',\n",
       "  'right',\n",
       "  'uturn”',\n",
       "  'oturn”',\n",
       "  'car',\n",
       "  'mess',\n",
       "  'full',\n",
       "  'century',\n",
       "  'living',\n",
       "  'fuck',\n",
       "  'free',\n",
       "  'contest',\n",
       "  'kid',\n",
       "  'bubble',\n",
       "  'little',\n",
       "  'lot',\n",
       "  'smoker’s',\n",
       "  'side',\n",
       "  'sandwich',\n",
       "  'way',\n",
       "  'doctor',\n",
       "  'kid',\n",
       "  'lot',\n",
       "  'lot',\n",
       "  'while',\n",
       "  'bunch',\n",
       "  'dictatorship',\n",
       "  'hand',\n",
       "  'man',\n",
       "  'zombie',\n",
       "  'half',\n",
       "  'miscarriage',\n",
       "  'lot',\n",
       "  'miscarriage',\n",
       "  'third',\n",
       "  'pair',\n",
       "  'reason',\n",
       "  'heartbeat”',\n",
       "  'miscarriage',\n",
       "  'month',\n",
       "  'bike',\n",
       "  'doula',\n",
       "  'doula',\n",
       "  'white',\n",
       "  'lot',\n",
       "  'soft',\n",
       "  'baby',\n",
       "  'child',\n",
       "  'marriage',\n",
       "  'eyeball',\n",
       "  'foot',\n",
       "  'great',\n",
       "  'shitty',\n",
       "  'bad',\n",
       "  'daily',\n",
       "  'daily',\n",
       "  'bullseye',\n",
       "  'minion',\n",
       "  'year',\n",
       "  'nude',\n",
       "  'half',\n",
       "  'bunch',\n",
       "  'half',\n",
       "  'good'],\n",
       " 'very': ['exciting',\n",
       "  'exciting',\n",
       "  'helpful',\n",
       "  'lucky',\n",
       "  'unusual',\n",
       "  'confusing…',\n",
       "  'picturesque',\n",
       "  'you',\n",
       "  'underrated',\n",
       "  'well',\n",
       "  'surprised',\n",
       "  'soft',\n",
       "  'nurturing',\n",
       "  'domestic',\n",
       "  'upset',\n",
       "  'judgmental',\n",
       "  'distracting',\n",
       "  'young',\n",
       "  'sexually',\n",
       "  'roundabout',\n",
       "  'rare',\n",
       "  'demoralizing',\n",
       "  'clinical',\n",
       "  'universal',\n",
       "  'grateful',\n",
       "  'common',\n",
       "  'early',\n",
       "  'much',\n",
       "  'very',\n",
       "  'scared'],\n",
       " 'exciting': ['day', 'year'],\n",
       " 'day': ['for',\n",
       "  'yeah',\n",
       "  'and',\n",
       "  'was',\n",
       "  'getting',\n",
       "  'jobs',\n",
       "  'which',\n",
       "  'housewives',\n",
       "  'every',\n",
       "  'long',\n",
       "  'looks',\n",
       "  'this',\n",
       "  'since',\n",
       "  'long',\n",
       "  'on'],\n",
       " 'me': ['it’s',\n",
       "  'i',\n",
       "  'that',\n",
       "  'tony',\n",
       "  'that',\n",
       "  'to',\n",
       "  'something',\n",
       "  'he’s',\n",
       "  'off”',\n",
       "  'feel',\n",
       "  'and',\n",
       "  'to',\n",
       "  'feel',\n",
       "  'the',\n",
       "  'tell',\n",
       "  '‘cause',\n",
       "  'about',\n",
       "  'with',\n",
       "  'when',\n",
       "  'anymore',\n",
       "  'and',\n",
       "  'to',\n",
       "  'and',\n",
       "  'this',\n",
       "  'on',\n",
       "  'when–',\n",
       "  'this',\n",
       "  'and',\n",
       "  'ok”',\n",
       "  'i',\n",
       "  'enough',\n",
       "  'you',\n",
       "  'discouraged',\n",
       "  'from',\n",
       "  'when',\n",
       "  'from',\n",
       "  'because',\n",
       "  'see',\n",
       "  'of',\n",
       "  'but',\n",
       "  'company',\n",
       "  'when',\n",
       "  'i',\n",
       "  'when',\n",
       "  'anymore',\n",
       "  'like',\n",
       "  'extremely',\n",
       "  'because',\n",
       "  'in',\n",
       "  'that’s',\n",
       "  '“oh',\n",
       "  'while',\n",
       "  'and',\n",
       "  'to',\n",
       "  'a',\n",
       "  'out',\n",
       "  'out',\n",
       "  'to',\n",
       "  '“oh',\n",
       "  'i’m',\n",
       "  'i’m',\n",
       "  'i',\n",
       "  'money',\n",
       "  'in',\n",
       "  'for',\n",
       "  'out',\n",
       "  'oh',\n",
       "  'with',\n",
       "  'how',\n",
       "  'oh'],\n",
       " 'been': ['a',\n",
       "  'dating',\n",
       "  'pressuring',\n",
       "  'together',\n",
       "  'reading',\n",
       "  'to',\n",
       "  'run',\n",
       "  'eating',\n",
       "  'trying',\n",
       "  'ali'],\n",
       " 'year': ['for', 'yes', 'uh', 'i', 'i’ve', 'i', 'i'],\n",
       " 'turned': [''],\n",
       " '': ['this',\n",
       "  'girl',\n",
       "  'girls',\n",
       "  'is',\n",
       "  'probably',\n",
       "  'and',\n",
       "  'percent',\n",
       "  'to',\n",
       "  'percent',\n",
       "  'imports',\n",
       "  'i',\n",
       "  'and',\n",
       "  'whole',\n",
       "  'going',\n",
       "  'which',\n",
       "  'and…',\n",
       "  'years',\n",
       "  'and',\n",
       "  'i',\n",
       "  'ok',\n",
       "  'and',\n",
       "  'flip',\n",
       "  'girl',\n",
       "  'you’ll',\n",
       "  'days',\n",
       "  'days',\n",
       "  'years',\n",
       "  'in'],\n",
       " 'yes': ['thank', 'yes', 'that’s', 'yes', 'yes', 'i', 'because'],\n",
       " 'five': ['people', 'years', 'years'],\n",
       " 'people': ['i',\n",
       "  'inside',\n",
       "  'are',\n",
       "  'it’s…',\n",
       "  'all',\n",
       "  'don’t',\n",
       "  'until',\n",
       "  'doing',\n",
       "  'like',\n",
       "  'are',\n",
       "  'i',\n",
       "  'that’s',\n",
       "  'were',\n",
       "  'praise',\n",
       "  'don’t',\n",
       "  'will'],\n",
       " 'appreciate': ['that'],\n",
       " 'that': ['uh',\n",
       "  'i’m',\n",
       "  'huge',\n",
       "  'says',\n",
       "  'they',\n",
       "  'lives',\n",
       "  'i',\n",
       "  'i’m',\n",
       "  'if',\n",
       "  'you',\n",
       "  'retainer',\n",
       "  'with',\n",
       "  'calculator',\n",
       "  'bamboozled',\n",
       "  'i’m',\n",
       "  'will',\n",
       "  'at',\n",
       "  'he',\n",
       "  'your',\n",
       "  'store',\n",
       "  'beard',\n",
       "  'shit',\n",
       "  'and',\n",
       "  'privilege',\n",
       "  'entitlement…',\n",
       "  'for',\n",
       "  'you',\n",
       "  'uh',\n",
       "  'bread',\n",
       "  'tastes',\n",
       "  'lesbian',\n",
       "  'seems',\n",
       "  'seems',\n",
       "  'he',\n",
       "  'you’re',\n",
       "  'i',\n",
       "  'i',\n",
       "  'so',\n",
       "  'he’d',\n",
       "  'book',\n",
       "  'book',\n",
       "  'got',\n",
       "  'ever',\n",
       "  'we’ll',\n",
       "  'fucking',\n",
       "  'housewife',\n",
       "  'horrible',\n",
       "  'they',\n",
       "  'oneply',\n",
       "  'office',\n",
       "  'they',\n",
       "  'your',\n",
       "  'the',\n",
       "  'no',\n",
       "  'shit',\n",
       "  'you',\n",
       "  'don’t',\n",
       "  'i',\n",
       "  'if',\n",
       "  'i’m',\n",
       "  'he’s',\n",
       "  'and',\n",
       "  'you',\n",
       "  'if',\n",
       "  'then',\n",
       "  'they’re',\n",
       "  'fear',\n",
       "  'shit',\n",
       "  'fear',\n",
       "  'he',\n",
       "  'we',\n",
       "  'i’m',\n",
       "  'i',\n",
       "  'woman',\n",
       "  'now',\n",
       "  'whole',\n",
       "  '',\n",
       "  'was',\n",
       "  'was',\n",
       "  'baby’s',\n",
       "  'everybody',\n",
       "  'it’s',\n",
       "  'came',\n",
       "  'she’s',\n",
       "  '’cause',\n",
       "  'to',\n",
       "  'you',\n",
       "  'snailtrail',\n",
       "  'my',\n",
       "  'were',\n",
       "  'it',\n",
       "  'it’s',\n",
       "  'tell',\n",
       "  'i',\n",
       "  'when',\n",
       "  'means',\n",
       "  'they',\n",
       "  'they',\n",
       "  'day',\n",
       "  'says',\n",
       "  'stupidass',\n",
       "  'i',\n",
       "  'harvard',\n",
       "  'they’re',\n",
       "  'i',\n",
       "  'shit',\n",
       "  'is',\n",
       "  'you’re',\n",
       "  'you–',\n",
       "  'that',\n",
       "  'happens',\n",
       "  'he',\n",
       "  'he’s',\n",
       "  'goes',\n",
       "  'i',\n",
       "  'they',\n",
       "  'the',\n",
       "  'the',\n",
       "  'i’m',\n",
       "  'my'],\n",
       " 'uh': ['i', 'this', 'he’s–', 'between', 'you', 'we', 'i’m', 'two'],\n",
       " 'can': ['tell',\n",
       "  'also',\n",
       "  'i',\n",
       "  'i',\n",
       "  'never',\n",
       "  'you',\n",
       "  'be',\n",
       "  'tell',\n",
       "  'tell',\n",
       "  'never',\n",
       "  'listen',\n",
       "  'do',\n",
       "  'talk',\n",
       "  'comfortably',\n",
       "  'tell',\n",
       "  'just',\n",
       "  'think',\n",
       "  'i',\n",
       "  'i',\n",
       "  'i',\n",
       "  'already',\n",
       "  'really',\n",
       "  'you',\n",
       "  'already',\n",
       "  'see',\n",
       "  'find'],\n",
       " 'tell': ['that',\n",
       "  'that',\n",
       "  'first',\n",
       "  'by',\n",
       "  'you',\n",
       "  'them',\n",
       "  'me',\n",
       "  'you',\n",
       "  'you',\n",
       "  'but',\n",
       "  'you',\n",
       "  'because',\n",
       "  'you'],\n",
       " 'i’m': ['getting',\n",
       "  'straight',\n",
       "  'jealous',\n",
       "  'gonna',\n",
       "  'getting',\n",
       "  'not',\n",
       "  'interested',\n",
       "  'a',\n",
       "  'not',\n",
       "  'hoping',\n",
       "  'hoping',\n",
       "  'gonna',\n",
       "  'not',\n",
       "  'the',\n",
       "  'gonna',\n",
       "  'absorbing',\n",
       "  'like',\n",
       "  'halfchinese',\n",
       "  'halfchinese',\n",
       "  'a',\n",
       "  'very',\n",
       "  'like',\n",
       "  'done”',\n",
       "  'done',\n",
       "  'not',\n",
       "  'a–',\n",
       "  'a',\n",
       "  'a',\n",
       "  'a',\n",
       "  'scared',\n",
       "  'a',\n",
       "  'going',\n",
       "  'like',\n",
       "  'gonna',\n",
       "  'gonna',\n",
       "  'tired',\n",
       "  'the',\n",
       "  'the',\n",
       "  'just',\n",
       "  'talking',\n",
       "  'talking',\n",
       "  'striving',\n",
       "  'a',\n",
       "  'a',\n",
       "  'guaranteed',\n",
       "  'still',\n",
       "  'just',\n",
       "  'older',\n",
       "  'not',\n",
       "  'only',\n",
       "  'only',\n",
       "  'gonna',\n",
       "  '',\n",
       "  'very',\n",
       "  '',\n",
       "  'from',\n",
       "  'scared',\n",
       "  'very',\n",
       "  'going',\n",
       "  'all',\n",
       "  'busy',\n",
       "  'the',\n",
       "  'not',\n",
       "  'a',\n",
       "  'fucked',\n",
       "  'not',\n",
       "  'seven',\n",
       "  'performing'],\n",
       " 'getting': ['older', 'older', 'busy', 'massages'],\n",
       " 'older': ['because', 'because', 'it’s', 'when'],\n",
       " 'because': ['now',\n",
       "  '',\n",
       "  'it’s',\n",
       "  'my',\n",
       "  'my',\n",
       "  'you',\n",
       "  'what',\n",
       "  'according',\n",
       "  'before',\n",
       "  'i',\n",
       "  'usually',\n",
       "  'being',\n",
       "  'he’s',\n",
       "  'he’s',\n",
       "  'you',\n",
       "  'i',\n",
       "  'you',\n",
       "  'i',\n",
       "  'the',\n",
       "  'he',\n",
       "  'you',\n",
       "  'we’re',\n",
       "  'i’m',\n",
       "  'of',\n",
       "  'according',\n",
       "  'boys',\n",
       "  'female',\n",
       "  'they',\n",
       "  'i’m',\n",
       "  'we’re',\n",
       "  'uh',\n",
       "  'when',\n",
       "  'they’re',\n",
       "  'they’re',\n",
       "  'then',\n",
       "  'the',\n",
       "  'we’re',\n",
       "  'last',\n",
       "  'when',\n",
       "  'the',\n",
       "  'i',\n",
       "  'if',\n",
       "  'my–',\n",
       "  'he'],\n",
       " 'now': ['when',\n",
       "  'has',\n",
       "  'crush',\n",
       "  'for',\n",
       "  'we’re',\n",
       "  'but',\n",
       "  'if',\n",
       "  'because',\n",
       "  'instead',\n",
       "  'and',\n",
       "  'that',\n",
       "  'if'],\n",
       " 'when': ['i',\n",
       "  'they',\n",
       "  'a',\n",
       "  'you’re',\n",
       "  'she',\n",
       "  'we',\n",
       "  'you',\n",
       "  'you',\n",
       "  'really',\n",
       "  'i',\n",
       "  'you’re',\n",
       "  'a',\n",
       "  'i',\n",
       "  'you',\n",
       "  'i',\n",
       "  'our',\n",
       "  'you',\n",
       "  'we',\n",
       "  'i',\n",
       "  'i',\n",
       "  'i',\n",
       "  'i',\n",
       "  'you',\n",
       "  'he',\n",
       "  'i',\n",
       "  'that',\n",
       "  'i’ve',\n",
       "  'you',\n",
       "  'you’re',\n",
       "  'they',\n",
       "  'i',\n",
       "  'i’m',\n",
       "  'i',\n",
       "  'i',\n",
       "  'my',\n",
       "  'you',\n",
       "  'trying',\n",
       "  'i',\n",
       "  'everything',\n",
       "  'i',\n",
       "  'can',\n",
       "  'can',\n",
       "  'my',\n",
       "  'in–',\n",
       "  'you’re',\n",
       "  'the',\n",
       "  'it’s',\n",
       "  'it',\n",
       "  'they',\n",
       "  'i',\n",
       "  'somebody',\n",
       "  'somebody',\n",
       "  'he',\n",
       "  'a',\n",
       "  'they',\n",
       "  'they',\n",
       "  'you’re',\n",
       "  'they',\n",
       "  'i',\n",
       "  'i',\n",
       "  'they’re',\n",
       "  'you’re',\n",
       "  'you',\n",
       "  'he',\n",
       "  'you',\n",
       "  'i',\n",
       "  'it',\n",
       "  'it’s',\n",
       "  'it’s'],\n",
       " 'see': ['an',\n",
       "  'ten',\n",
       "  'on',\n",
       "  'that',\n",
       "  'the',\n",
       "  'a',\n",
       "  'a',\n",
       "  'how',\n",
       "  'that',\n",
       "  'who’s',\n",
       "  'a',\n",
       "  'the',\n",
       "  'the',\n",
       "  'two',\n",
       "  'is',\n",
       "  'beyoncé',\n",
       "  'how',\n",
       "  'how',\n",
       "  'if',\n",
       "  'like',\n",
       "  'me'],\n",
       " 'an': ['', 'atm', 'impression', 'investment'],\n",
       " 'girl': ['my', 'because', 'when'],\n",
       " 'my': ['automatic',\n",
       "  'doctor',\n",
       "  'body',\n",
       "  'kindle',\n",
       "  'home',\n",
       "  'optimum',\n",
       "  'other',\n",
       "  'mom',\n",
       "  'life',\n",
       "  'generation',\n",
       "  'time',\n",
       "  'mom',\n",
       "  'optimum',\n",
       "  'husband',\n",
       "  'league',\n",
       "  'god',\n",
       "  'god',\n",
       "  'part',\n",
       "  'generation',\n",
       "  'volvo',\n",
       "  'husband',\n",
       "  'pussy',\n",
       "  'god',\n",
       "  'husband',\n",
       "  'god',\n",
       "  'bed',\n",
       "  'husband',\n",
       "  'god',\n",
       "  'pinterest',\n",
       "  'best',\n",
       "  'wedding',\n",
       "  'husband',\n",
       "  'personality',\n",
       "  'heart',\n",
       "  'financial',\n",
       "  'friends',\n",
       "  'coworkers',\n",
       "  'toilet',\n",
       "  'fingers',\n",
       "  'coworkers',\n",
       "  'coworkers',\n",
       "  'shit',\n",
       "  'fatherinlaw',\n",
       "  'husband',\n",
       "  'life',\n",
       "  'destiny',\n",
       "  'last',\n",
       "  'mom',\n",
       "  'dad',\n",
       "  'grandma”',\n",
       "  '',\n",
       "  'god',\n",
       "  'god',\n",
       "  'husband',\n",
       "  'husband',\n",
       "  'asianamerican',\n",
       "  'female',\n",
       "  'friends',\n",
       "  'husband',\n",
       "  'mind',\n",
       "  'mind',\n",
       "  'god',\n",
       "  'face',\n",
       "  'toyota',\n",
       "  'mom',\n",
       "  'husband',\n",
       "  'destiny',\n",
       "  'body',\n",
       "  'god',\n",
       "  'fault',\n",
       "  '',\n",
       "  'uterus',\n",
       "  'progesterone',\n",
       "  'writing',\n",
       "  'coworkers',\n",
       "  'underwear',\n",
       "  'fingers',\n",
       "  'fingers',\n",
       "  'own',\n",
       "  'fingers',\n",
       "  'fingers',\n",
       "  'fingers”',\n",
       "  'husband',\n",
       "  'god',\n",
       "  'husband',\n",
       "  'face',\n",
       "  'god',\n",
       "  'mom–',\n",
       "  'sixweek',\n",
       "  'god',\n",
       "  'husband',\n",
       "  'miscarriage',\n",
       "  'shit',\n",
       "  'husband',\n",
       "  'husband',\n",
       "  'doctor’s',\n",
       "  'god',\n",
       "  'blood',\n",
       "  'husband',\n",
       "  'nipples',\n",
       "  'pussy’s',\n",
       "  'pussy’s',\n",
       "  'body’s',\n",
       "  'husband',\n",
       "  'league',\n",
       "  'god',\n",
       "  'dreams',\n",
       "  'beautiful',\n",
       "  'hardearned',\n",
       "  'ass'],\n",
       " 'automatic': ['thought…'],\n",
       " 'thought…': ['is'],\n",
       " 'is': ['“fuck',\n",
       "  'a',\n",
       "  'turning',\n",
       "  'all',\n",
       "  'the',\n",
       "  'from',\n",
       "  'those',\n",
       "  'it',\n",
       "  'that”',\n",
       "  'a',\n",
       "  'a',\n",
       "  'that',\n",
       "  'asian',\n",
       "  'turning',\n",
       "  'that',\n",
       "  'built',\n",
       "  'all',\n",
       "  'the',\n",
       "  'too',\n",
       "  'like',\n",
       "  'always',\n",
       "  'called',\n",
       "  'the',\n",
       "  'a',\n",
       "  'to',\n",
       "  'that…',\n",
       "  'doo',\n",
       "  '“i',\n",
       "  'unfortunately',\n",
       "  'what',\n",
       "  'a',\n",
       "  'a',\n",
       "  'at',\n",
       "  'the',\n",
       "  'a',\n",
       "  '',\n",
       "  'so',\n",
       "  'not',\n",
       "  'not',\n",
       "  'not',\n",
       "  'most',\n",
       "  '“when',\n",
       "  'fine',\n",
       "  'very',\n",
       "  'about',\n",
       "  'very',\n",
       "  'very',\n",
       "  'a',\n",
       "  'mysterious”',\n",
       "  'you',\n",
       "  'that’s',\n",
       "  'so',\n",
       "  'it'],\n",
       " '“fuck': ['you”', 'you'],\n",
       " 'you”': ['“fuck', '‘cause', 'my'],\n",
       " 'don’t': ['even',\n",
       "  'have',\n",
       "  'know',\n",
       "  'have',\n",
       "  'have',\n",
       "  'have',\n",
       "  'know',\n",
       "  'ever',\n",
       "  'even',\n",
       "  'know',\n",
       "  'know',\n",
       "  'gotta',\n",
       "  'know',\n",
       "  'go',\n",
       "  'got',\n",
       "  'wanna',\n",
       "  'i',\n",
       "  'wanna',\n",
       "  'feed',\n",
       "  'wanna',\n",
       "  'wanna',\n",
       "  'know',\n",
       "  'think',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'gotta…',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'gotta',\n",
       "  'try',\n",
       "  'your',\n",
       "  'wanna',\n",
       "  'wanna',\n",
       "  'worry',\n",
       "  'cheat',\n",
       "  'i',\n",
       "  'no”',\n",
       "  'wanna',\n",
       "  'kill',\n",
       "  'wanna',\n",
       "  'want',\n",
       "  'know',\n",
       "  'get',\n",
       "  'know',\n",
       "  'you',\n",
       "  'crack”',\n",
       "  'die',\n",
       "  'die',\n",
       "  'know',\n",
       "  'give',\n",
       "  'know',\n",
       "  'wanna',\n",
       "  'see',\n",
       "  'feel',\n",
       "  'tell',\n",
       "  'work'],\n",
       " 'even': ['know', 'know…', 'accidentally', 'effective', 'have', 'come'],\n",
       " 'know': ['you',\n",
       "  'what',\n",
       "  'that',\n",
       "  'when',\n",
       "  'what',\n",
       "  'when',\n",
       "  'wear',\n",
       "  'what’s',\n",
       "  'because',\n",
       "  'you',\n",
       "  'white',\n",
       "  'it’s',\n",
       "  'just',\n",
       "  'why',\n",
       "  'oohwee',\n",
       "  'the',\n",
       "  'learning',\n",
       "  'anything',\n",
       "  'what',\n",
       "  'i',\n",
       "  'that',\n",
       "  'maybe',\n",
       "  'how',\n",
       "  'how',\n",
       "  'you',\n",
       "  'squeeze',\n",
       "  'it’s–',\n",
       "  'that',\n",
       "  'i',\n",
       "  'and',\n",
       "  'especially',\n",
       "  'my',\n",
       "  'i',\n",
       "  'you',\n",
       "  'like',\n",
       "  'i',\n",
       "  'i',\n",
       "  'what',\n",
       "  'you’ve',\n",
       "  'what',\n",
       "  'if',\n",
       "  'what’s',\n",
       "  'a',\n",
       "  'the',\n",
       "  'why',\n",
       "  'what’s',\n",
       "  'i',\n",
       "  'is',\n",
       "  'what',\n",
       "  'and',\n",
       "  'what',\n",
       "  'plenty',\n",
       "  'what',\n",
       "  'what',\n",
       "  'that',\n",
       "  'i–',\n",
       "  'your',\n",
       "  'that',\n",
       "  'that',\n",
       "  'they',\n",
       "  'and',\n",
       "  'i–'],\n",
       " 'fuck': ['you”', 'they', 'up', 'down', 'one', 'they', 'him', 'up”', 'i'],\n",
       " '‘cause': ['i’m', 'he', 'i', 'it’s', 'if', 'she', 'i'],\n",
       " 'straight': ['up', 'up', 'up'],\n",
       " 'up': ['jealous',\n",
       "  'hpv',\n",
       "  'yes',\n",
       "  'your',\n",
       "  'when',\n",
       "  'a',\n",
       "  'on',\n",
       "  'with',\n",
       "  'in',\n",
       "  'afterwards',\n",
       "  'on',\n",
       "  'like',\n",
       "  'going',\n",
       "  'for',\n",
       "  'on',\n",
       "  'and',\n",
       "  'fine',\n",
       "  'don’t',\n",
       "  'about',\n",
       "  'a',\n",
       "  'to',\n",
       "  'a',\n",
       "  'to',\n",
       "  'with',\n",
       "  'you',\n",
       "  'so',\n",
       "  'there',\n",
       "  'on',\n",
       "  'she’s',\n",
       "  'the',\n",
       "  'myself',\n",
       "  'from',\n",
       "  'your',\n",
       "  'and',\n",
       "  'soldier'],\n",
       " 'jealous': ['i’m', 'first'],\n",
       " 'first': ['and',\n",
       "  'met',\n",
       "  'thing',\n",
       "  'dates',\n",
       "  'and',\n",
       "  'passively',\n",
       "  'you’ll',\n",
       "  'lady',\n",
       "  'old',\n",
       "  'webmd',\n",
       "  'home'],\n",
       " 'foremost': ['of', 'by'],\n",
       " 'of': ['their',\n",
       "  'potential',\n",
       "  'regret',\n",
       "  'them',\n",
       "  'men',\n",
       "  'two',\n",
       "  'hpv',\n",
       "  'wolverine',\n",
       "  'grey',\n",
       "  'tidying',\n",
       "  'success',\n",
       "  'all',\n",
       "  'my',\n",
       "  'shit',\n",
       "  'my',\n",
       "  'a',\n",
       "  'you',\n",
       "  'my',\n",
       "  'success”',\n",
       "  'losers',\n",
       "  'losers',\n",
       "  'skaters',\n",
       "  'my',\n",
       "  'my',\n",
       "  'people',\n",
       "  'opinions',\n",
       "  'cool',\n",
       "  'that',\n",
       "  'that',\n",
       "  'your',\n",
       "  'our',\n",
       "  'our',\n",
       "  'los',\n",
       "  'all',\n",
       "  'bleach',\n",
       "  'your',\n",
       "  'this',\n",
       "  'asian',\n",
       "  'us',\n",
       "  'the',\n",
       "  'my',\n",
       "  'facebook',\n",
       "  'women',\n",
       "  'options',\n",
       "  'my',\n",
       "  'day',\n",
       "  'the',\n",
       "  'the',\n",
       "  'their',\n",
       "  'credence',\n",
       "  'my',\n",
       "  'privileged',\n",
       "  'this',\n",
       "  'my',\n",
       "  'early',\n",
       "  'myself',\n",
       "  'women',\n",
       "  'the',\n",
       "  'the',\n",
       "  'crazy',\n",
       "  'the',\n",
       "  'is',\n",
       "  'your',\n",
       "  'mine',\n",
       "  'resistance',\n",
       "  '“no',\n",
       "  'the',\n",
       "  'control',\n",
       "  'control',\n",
       "  'being',\n",
       "  'her',\n",
       "  'saying',\n",
       "  'saying',\n",
       "  'income',\n",
       "  'one',\n",
       "  'them',\n",
       "  'shit',\n",
       "  'a',\n",
       "  'my',\n",
       "  'my',\n",
       "  'your',\n",
       "  'nowhere',\n",
       "  'their',\n",
       "  'her',\n",
       "  'those',\n",
       "  'longevity',\n",
       "  'change',\n",
       "  'mother',\n",
       "  'science',\n",
       "  'that…',\n",
       "  'my',\n",
       "  'the',\n",
       "  'people',\n",
       "  'fuckin’”',\n",
       "  'the',\n",
       "  'that',\n",
       "  'angry',\n",
       "  'the',\n",
       "  'the',\n",
       "  'your',\n",
       "  'their',\n",
       "  'their',\n",
       "  'him…',\n",
       "  'this',\n",
       "  'that',\n",
       "  'me',\n",
       "  'women',\n",
       "  'women',\n",
       "  'shoes',\n",
       "  'poppy',\n",
       "  'me',\n",
       "  'craigslist',\n",
       "  'childbirth',\n",
       "  'women',\n",
       "  'the',\n",
       "  'your',\n",
       "  'life',\n",
       "  'how',\n",
       "  'my',\n",
       "  'the',\n",
       "  'survival',\n",
       "  'another',\n",
       "  'those',\n",
       "  'body',\n",
       "  'losers',\n",
       "  'my',\n",
       "  'whitecollar'],\n",
       " 'their': ['metabolism',\n",
       "  'feet',\n",
       "  'whole',\n",
       "  'house',\n",
       "  'communist',\n",
       "  'shit',\n",
       "  'doo',\n",
       "  'hallways',\n",
       "  'ipad',\n",
       "  'eyebrows',\n",
       "  'prostate',\n",
       "  'fame',\n",
       "  'existence',\n",
       "  'bigass',\n",
       "  'darth',\n",
       "  'archnemesis',\n",
       "  'in',\n",
       "  'eyes',\n",
       "  'eyes',\n",
       "  'eyes',\n",
       "  'head',\n",
       "  'eyelids',\n",
       "  'face…',\n",
       "  '',\n",
       "  'husbands'],\n",
       " 'metabolism': ['because'],\n",
       " 'girls': ['they'],\n",
       " 'they': ['could',\n",
       "  'take',\n",
       "  'got',\n",
       "  'put',\n",
       "  'go',\n",
       "  'just',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'have',\n",
       "  'don’t',\n",
       "  'just',\n",
       "  'have',\n",
       "  'were',\n",
       "  'like',\n",
       "  'teach',\n",
       "  'introduce',\n",
       "  'got',\n",
       "  'just',\n",
       "  'get',\n",
       "  'mean',\n",
       "  'ruined',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'purposely',\n",
       "  'try',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'don’t',\n",
       "  'want',\n",
       "  'don’t',\n",
       "  'can',\n",
       "  'can',\n",
       "  'wantyou',\n",
       "  'say',\n",
       "  'would',\n",
       "  'wax',\n",
       "  'do',\n",
       "  'get',\n",
       "  'like',\n",
       "  'just',\n",
       "  'just',\n",
       "  'do',\n",
       "  'generally',\n",
       "  'have',\n",
       "  'become',\n",
       "  'were',\n",
       "  'were',\n",
       "  'were',\n",
       "  'don’t',\n",
       "  'got',\n",
       "  'do',\n",
       "  'do',\n",
       "  'wear',\n",
       "  'can',\n",
       "  'just',\n",
       "  'make',\n",
       "  'watch',\n",
       "  'come',\n",
       "  'just',\n",
       "  'need',\n",
       "  'saw',\n",
       "  'get',\n",
       "  'look',\n",
       "  'just',\n",
       "  'hear',\n",
       "  'wouldn’t',\n",
       "  'go',\n",
       "  'were',\n",
       "  'tried',\n",
       "  'get',\n",
       "  'get',\n",
       "  'get',\n",
       "  'get'],\n",
       " 'could': ['just',\n",
       "  'graph',\n",
       "  'just',\n",
       "  'just',\n",
       "  'have',\n",
       "  'do',\n",
       "  'do',\n",
       "  'ask',\n",
       "  'just',\n",
       "  'just',\n",
       "  'always'],\n",
       " 'just': ['eat',\n",
       "  'radiating',\n",
       "  'go',\n",
       "  'cluttering',\n",
       "  'go',\n",
       "  'fucked',\n",
       "  'feel',\n",
       "  'right',\n",
       "  'crush',\n",
       "  'kill',\n",
       "  'like',\n",
       "  'black',\n",
       "  'smell',\n",
       "  'had',\n",
       "  'had',\n",
       "  'gonna',\n",
       "  'nag',\n",
       "  'stay',\n",
       "  'walking',\n",
       "  'dehydrates',\n",
       "  'blow',\n",
       "  'fulfilling',\n",
       "  'put',\n",
       "  'felt',\n",
       "  'wanted',\n",
       "  'sneak',\n",
       "  'give',\n",
       "  'give',\n",
       "  'see',\n",
       "  'become',\n",
       "  'not',\n",
       "  'wanna',\n",
       "  'want',\n",
       "  'wanna',\n",
       "  'wanna',\n",
       "  'choke',\n",
       "  'waiting',\n",
       "  'keep',\n",
       "  'try',\n",
       "  'had',\n",
       "  'swells',\n",
       "  'gonna',\n",
       "  'travel',\n",
       "  'do',\n",
       "  'kidding',\n",
       "  'gonna',\n",
       "  'sopping',\n",
       "  'took',\n",
       "  'reach',\n",
       "  'blow',\n",
       "  'scratch',\n",
       "  'vacuum',\n",
       "  'come',\n",
       "  'give',\n",
       "  'got',\n",
       "  'twerk',\n",
       "  'drain',\n",
       "  'shit',\n",
       "  'when'],\n",
       " 'eat': ['like', 'glutenfree', 'all', 'that', 'it', 'snacks', 'a', 'bananas”'],\n",
       " 'then': ['they',\n",
       "  'when',\n",
       "  'after',\n",
       "  'also',\n",
       "  'asian',\n",
       "  'if',\n",
       "  'afterwards',\n",
       "  'all',\n",
       "  'it',\n",
       "  'i',\n",
       "  'you',\n",
       "  'you',\n",
       "  'your',\n",
       "  'if',\n",
       "  'it',\n",
       "  'you',\n",
       "  'on',\n",
       "  'i',\n",
       "  'at',\n",
       "  'at',\n",
       "  'a',\n",
       "  'i',\n",
       "  'resist',\n",
       "  'he',\n",
       "  'when',\n",
       "  'because',\n",
       "  'i',\n",
       "  'i',\n",
       "  'she',\n",
       "  'you',\n",
       "  'i',\n",
       "  'we',\n",
       "  'we'],\n",
       " 'take': ['a', 'a', 'these', 'a', 'these', 'its'],\n",
       " 'sixpack': ['right'],\n",
       " 'right': ['they',\n",
       "  'they',\n",
       "  'that’s',\n",
       "  'so',\n",
       "  'how',\n",
       "  'ali',\n",
       "  'there',\n",
       "  'now',\n",
       "  'we',\n",
       "  'because',\n",
       "  'and',\n",
       "  'you',\n",
       "  'moment',\n",
       "  'turn–',\n",
       "  '‘cause',\n",
       "  'there',\n",
       "  'after',\n",
       "  'i’ve'],\n",
       " 'got': ['thatthat',\n",
       "  'so',\n",
       "  'married',\n",
       "  'no',\n",
       "  'a',\n",
       "  'me',\n",
       "  'engaged',\n",
       "  'women',\n",
       "  'married',\n",
       "  'married',\n",
       "  'a',\n",
       "  'married',\n",
       "  'a',\n",
       "  'no',\n",
       "  'bit',\n",
       "  'him',\n",
       "  'him',\n",
       "  'married',\n",
       "  'pregnant'],\n",
       " 'thatthat': ['beautiful'],\n",
       " 'beautiful': ['inner', 'harvardeducated'],\n",
       " 'inner': ['thigh', 'peace', 'evil'],\n",
       " 'thigh': ['clearance'],\n",
       " 'clearance': ['where'],\n",
       " 'where': ['they', 'my', 'i', 'the', 'the', 'i', 'i’m', 'if'],\n",
       " 'put': ['their', 'it', 'it', 'it'],\n",
       " 'feet': ['together'],\n",
       " 'together': ['and', 'you', 'now', 'they’ll', 'to', 'when', 'and'],\n",
       " 'there’s': ['that', 'this', 'multiple', 'like', 'nothing'],\n",
       " 'huge': ['gap', 'unspoken', 'sitdown', 'bear', 'and'],\n",
       " 'gap': ['here'],\n",
       " 'here': ['with', 'is', 'you'],\n",
       " 'light': ['of', 'completely”'],\n",
       " 'potential': ['just', 'why'],\n",
       " 'radiating': ['throughand'],\n",
       " 'throughand': ['then'],\n",
       " 'go': ['to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'and',\n",
       "  'and',\n",
       "  'of',\n",
       "  'to',\n",
       "  'home…',\n",
       "  'for',\n",
       "  'on',\n",
       "  'very',\n",
       "  'back',\n",
       "  'call',\n",
       "  'home',\n",
       "  'paintballing',\n",
       "  'and',\n",
       "  'bald…',\n",
       "  'to',\n",
       "  'time”',\n",
       "  'through',\n",
       "  'to'],\n",
       " 'sleep': ['they', 'right', 'in'],\n",
       " 'insomnia': ['yet'],\n",
       " 'yet': ['they', 'they', 'you', 'you’re', 'and'],\n",
       " 'what': ['it’s',\n",
       "  'that',\n",
       "  'your',\n",
       "  'that',\n",
       "  'it',\n",
       "  'love',\n",
       "  'the',\n",
       "  'i',\n",
       "  'happens',\n",
       "  'you’re',\n",
       "  'he',\n",
       "  'to',\n",
       "  'i’m',\n",
       "  'else',\n",
       "  'everybody',\n",
       "  'kind',\n",
       "  'that',\n",
       "  'i',\n",
       "  'that',\n",
       "  'a'],\n",
       " 'ambien': ['or'],\n",
       " 'or': ['download',\n",
       "  'you’re',\n",
       "  'you',\n",
       "  'for',\n",
       "  'something',\n",
       "  'whatever',\n",
       "  'something…'],\n",
       " 'download': ['a'],\n",
       " 'meditation': ['oasis', 'retreats'],\n",
       " 'oasis': ['podcast'],\n",
       " 'podcast': ['to'],\n",
       " 'calm': ['the'],\n",
       " 'chatter': ['of'],\n",
       " 'regret': ['and'],\n",
       " 'resentment': ['towards', 'especially'],\n",
       " 'towards': ['your', 'my'],\n",
       " 'your': ['family',\n",
       "  'mind',\n",
       "  '',\n",
       "  'wealth',\n",
       "  'butt',\n",
       "  'mom',\n",
       "  'body',\n",
       "  'head',\n",
       "  'own',\n",
       "  'body',\n",
       "  'daily',\n",
       "  'butt',\n",
       "  'butt',\n",
       "  'coworker’s',\n",
       "  'shoes',\n",
       "  'butt',\n",
       "  'underwear',\n",
       "  'shit',\n",
       "  'children',\n",
       "  'understand',\n",
       "  'son',\n",
       "  'shame',\n",
       "  'inner',\n",
       "  'secrets',\n",
       "  'man',\n",
       "  'thumb',\n",
       "  'husband',\n",
       "  'lives',\n",
       "  'pussy',\n",
       "  'hand',\n",
       "  'pants',\n",
       "  'fingers',\n",
       "  'fingers',\n",
       "  'first',\n",
       "  '',\n",
       "  '',\n",
       "  'sperm',\n",
       "  'face',\n",
       "  'pussy',\n",
       "  'husband',\n",
       "  'leg',\n",
       "  'life',\n",
       "  'doctor’s',\n",
       "  'body',\n",
       "  'nipples'],\n",
       " 'family': ['just', 'would', 'funny'],\n",
       " 'cluttering': ['your'],\n",
       " 'mind': ['they', 'it’s', 'again'],\n",
       " 'whole': ['lives', 'manipulation', 'new', 'foods', 'foods', 'thing”'],\n",
       " 'lives': ['ahead', 'inside', 'with'],\n",
       " 'ahead': ['of'],\n",
       " 'them': ['they', 'they’re', 'the', 'nothing', 'once', 'they', 'up'],\n",
       " 'hpv': ['yet', 'ok', 'yet', 'because', 'is', 'either', 'will', 'very'],\n",
       " 'peace': ['at', 'and', 'sign'],\n",
       " 'at': ['night',\n",
       "  'home',\n",
       "  'this',\n",
       "  'the',\n",
       "  'golden',\n",
       "  'any',\n",
       "  'how',\n",
       "  'all',\n",
       "  'the',\n",
       "  'home',\n",
       "  'that',\n",
       "  'that',\n",
       "  'a',\n",
       "  'work',\n",
       "  'the',\n",
       "  'a',\n",
       "  'a',\n",
       "  'a',\n",
       "  'life',\n",
       "  'first',\n",
       "  'home',\n",
       "  'any',\n",
       "  'my',\n",
       "  'fresh',\n",
       "  'some',\n",
       "  'my',\n",
       "  'work',\n",
       "  'him',\n",
       "  'his'],\n",
       " 'night': ['everybody', 'you', 'and', 'everybody'],\n",
       " 'has': ['hpv',\n",
       "  'it',\n",
       "  'it',\n",
       "  'hpv',\n",
       "  'hosted',\n",
       "  'even',\n",
       "  'made',\n",
       "  'to',\n",
       "  'a',\n",
       "  'had',\n",
       "  'to'],\n",
       " 'ok': ['everybody',\n",
       "  'come',\n",
       "  'i’m',\n",
       "  'that',\n",
       "  'so',\n",
       "  'a',\n",
       "  'i',\n",
       "  'because',\n",
       "  'you',\n",
       "  'so',\n",
       "  'are',\n",
       "  'we',\n",
       "  'i',\n",
       "  'old',\n",
       "  'do',\n",
       "  'when',\n",
       "  'and',\n",
       "  'when',\n",
       "  'when',\n",
       "  'they',\n",
       "  'are'],\n",
       " 'it': ['it’s',\n",
       "  'if',\n",
       "  'yet',\n",
       "  'you',\n",
       "  'it’s',\n",
       "  'might',\n",
       "  'was',\n",
       "  'was',\n",
       "  'all',\n",
       "  'was',\n",
       "  'when',\n",
       "  'cost',\n",
       "  'was',\n",
       "  'could',\n",
       "  'was',\n",
       "  'on',\n",
       "  'happened',\n",
       "  'happened',\n",
       "  'you',\n",
       "  'can',\n",
       "  'you',\n",
       "  'on',\n",
       "  'don’t',\n",
       "  'second',\n",
       "  'was',\n",
       "  'you',\n",
       "  'so',\n",
       "  'on',\n",
       "  'on',\n",
       "  'as',\n",
       "  'so',\n",
       "  'we',\n",
       "  'for',\n",
       "  'a',\n",
       "  'basically',\n",
       "  'and',\n",
       "  'backfired',\n",
       "  'echo',\n",
       "  'in',\n",
       "  'in',\n",
       "  'in',\n",
       "  'up',\n",
       "  'up',\n",
       "  'interesting',\n",
       "  'in',\n",
       "  'was',\n",
       "  'before',\n",
       "  'tonight',\n",
       "  'that',\n",
       "  'might',\n",
       "  'sheryl',\n",
       "  'when',\n",
       "  'up',\n",
       "  'was',\n",
       "  'in',\n",
       "  'scared',\n",
       "  'used',\n",
       "  'for',\n",
       "  'was',\n",
       "  'just…',\n",
       "  'made',\n",
       "  'gets',\n",
       "  'tells',\n",
       "  'was',\n",
       "  'was',\n",
       "  'i',\n",
       "  'so',\n",
       "  'when',\n",
       "  'as',\n",
       "  'very',\n",
       "  'makes',\n",
       "  'takes',\n",
       "  'also',\n",
       "  'easier',\n",
       "  'now',\n",
       "  'was',\n",
       "  'different”',\n",
       "  'up',\n",
       "  'that’s',\n",
       "  'all',\n",
       "  'turns',\n",
       "  'how'],\n",
       " 'come': ['out', 'in', 'out', 'up', 'out', 'out', 'home', 'with', 'out'],\n",
       " 'out': ['already',\n",
       "  'um',\n",
       "  'of',\n",
       "  'there',\n",
       "  'of',\n",
       "  'they',\n",
       "  'and',\n",
       "  'they',\n",
       "  'at',\n",
       "  'about',\n",
       "  'down',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'first',\n",
       "  'that',\n",
       "  'of',\n",
       "  'it’s',\n",
       "  'like',\n",
       "  'of',\n",
       "  'of',\n",
       "  'when',\n",
       "  'at',\n",
       "  'they',\n",
       "  'about',\n",
       "  'and',\n",
       "  'yet',\n",
       "  'of',\n",
       "  'of',\n",
       "  'he’s'],\n",
       " 'already': ['everybody', 'see', 'so', 'see'],\n",
       " 'if': ['you',\n",
       "  'the',\n",
       "  'it',\n",
       "  'he',\n",
       "  'a',\n",
       "  'you',\n",
       "  'you',\n",
       "  'i',\n",
       "  'you’re',\n",
       "  'you',\n",
       "  'you',\n",
       "  'you',\n",
       "  'i',\n",
       "  'you',\n",
       "  'it’s',\n",
       "  'i’m',\n",
       "  'i',\n",
       "  'he',\n",
       "  'you',\n",
       "  'i',\n",
       "  'i'],\n",
       " 'you’re': ['a',\n",
       "  'in',\n",
       "  'busy',\n",
       "  'with',\n",
       "  'in',\n",
       "  'like',\n",
       "  'too',\n",
       "  'like',\n",
       "  'about',\n",
       "  'paranoid',\n",
       "  'like',\n",
       "  'a',\n",
       "  'not',\n",
       "  'really',\n",
       "  'scared',\n",
       "  'married',\n",
       "  'gonna',\n",
       "  'fucking',\n",
       "  'the',\n",
       "  'supposed',\n",
       "  'eating',\n",
       "  'gonna',\n",
       "  'gonna',\n",
       "  'in',\n",
       "  '',\n",
       "  'having',\n",
       "  'gonna',\n",
       "  'in'],\n",
       " 'fucking': ['loser', 'housewife', 'different', 'baby', 'baby'],\n",
       " 'loser': ['all'],\n",
       " 'all': ['right',\n",
       "  'about',\n",
       "  'of',\n",
       "  'your',\n",
       "  'came',\n",
       "  'required',\n",
       "  'because',\n",
       "  'this',\n",
       "  'his',\n",
       "  'of',\n",
       "  'of',\n",
       "  'the',\n",
       "  'up',\n",
       "  'fucked',\n",
       "  'red',\n",
       "  'you',\n",
       "  'that',\n",
       "  'of',\n",
       "  'over',\n",
       "  'with',\n",
       "  'riled',\n",
       "  'day',\n",
       "  'these',\n",
       "  'day',\n",
       "  'over',\n",
       "  'day',\n",
       "  'the',\n",
       "  'sorts',\n",
       "  'of',\n",
       "  'your',\n",
       "  'he’s',\n",
       "  'squirmy',\n",
       "  'right',\n",
       "  'the',\n",
       "  'the',\n",
       "  'my',\n",
       "  'these',\n",
       "  'of',\n",
       "  'know',\n",
       "  'of',\n",
       "  'the',\n",
       "  'the',\n",
       "  'day',\n",
       "  'you',\n",
       "  'good',\n",
       "  'of',\n",
       "  'the',\n",
       "  'backed',\n",
       "  'of',\n",
       "  'your',\n",
       "  'this',\n",
       "  'back',\n",
       "  'wet',\n",
       "  'wet',\n",
       "  'my',\n",
       "  'off',\n",
       "  'right'],\n",
       " 'that’s': ['what',\n",
       "  'gonna',\n",
       "  'right',\n",
       "  'what',\n",
       "  'not',\n",
       "  'where',\n",
       "  'right',\n",
       "  'like…',\n",
       "  'how',\n",
       "  'how',\n",
       "  'not',\n",
       "  'right',\n",
       "  'gonna',\n",
       "  'why',\n",
       "  'the',\n",
       "  'when',\n",
       "  'not',\n",
       "  'the',\n",
       "  'the',\n",
       "  'cool…',\n",
       "  'not',\n",
       "  'so',\n",
       "  'shit',\n",
       "  'right',\n",
       "  'so',\n",
       "  'like',\n",
       "  'my',\n",
       "  'why',\n",
       "  'a',\n",
       "  'enough',\n",
       "  'the',\n",
       "  'not'],\n",
       " 'says': ['about', '“boo”', '“please', 'to'],\n",
       " 'about': ['you',\n",
       "  'how',\n",
       "  'the',\n",
       "  'him',\n",
       "  'a',\n",
       "  'vietnamese',\n",
       "  'it',\n",
       "  'our',\n",
       "  'how',\n",
       "  'those',\n",
       "  'housewives',\n",
       "  'to',\n",
       "  'the',\n",
       "  'money',\n",
       "  'anal',\n",
       "  'is',\n",
       "  'i’m',\n",
       "  'that',\n",
       "  'is',\n",
       "  'to',\n",
       "  'to',\n",
       "  'it',\n",
       "  'giving',\n",
       "  'childbirth',\n",
       "  'all'],\n",
       " 'lot': ['of',\n",
       "  'this',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'i',\n",
       "  'more',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'more',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of',\n",
       "  'of'],\n",
       " 'men': ['don’t', 'it’s', 'are', 'are', 'no', 'we', 'as'],\n",
       " 'undetectable': ['in'],\n",
       " 'really': ['fucked',\n",
       "  'i’m',\n",
       "  'it’s',\n",
       "  'work',\n",
       "  'meant',\n",
       "  'you',\n",
       "  'scared',\n",
       "  'i',\n",
       "  'am”',\n",
       "  'take',\n",
       "  'am',\n",
       "  'hot'],\n",
       " 'fucked': ['up', 'a', 'up', 'so'],\n",
       " 'ghost': ['that'],\n",
       " 'inside': ['men’s', 'horrible', 'i', 'of'],\n",
       " 'men’s': ['bodies'],\n",
       " 'bodies': ['and', 'my'],\n",
       " '“boo”': ['in'],\n",
       " 'women’s': ['bodies', 'intuition'],\n",
       " 'doctor': ['told', 'right', 'your', 'says', 'appointments'],\n",
       " 'told': ['me', 'her', 'you', 'my', 'her'],\n",
       " 'one': ['of', 'of', 'of', 'of', 'person', 'i', 'of', 'she', 'of', 'who'],\n",
       " 'two': ['strains', 'homeless', 'days', 'latina', 'sacks', 'weeks'],\n",
       " 'strains': ['of'],\n",
       " 'either': ['i', 'i’m'],\n",
       " 'kind': ['that’s', 'where', 'of', 'of', 'of', 'of'],\n",
       " 'turn': ['into', 'this', 'this', 'into', 'signal', 'upside'],\n",
       " 'into': ['cervical',\n",
       "  'a',\n",
       "  'the',\n",
       "  'a',\n",
       "  'the',\n",
       "  'banana',\n",
       "  'the',\n",
       "  'the',\n",
       "  'the',\n",
       "  'a',\n",
       "  'pleasure',\n",
       "  'a',\n",
       "  'my',\n",
       "  'your',\n",
       "  'a',\n",
       "  'the'],\n",
       " 'cervical': ['cancer…'],\n",
       " 'cancer…': ['…or'],\n",
       " '…or': ['i'],\n",
       " 'body': ['will', 'is', 'hair', 'is', 'odor', 'was', 'when', 'where'],\n",
       " 'will': ['heal', 'also', 'also', 'you', 'always', 'be', 'have', 'commend'],\n",
       " 'heal': ['itself', 'from'],\n",
       " 'itself': ['very'],\n",
       " 'helpful': ['this'],\n",
       " 'basically': ['either', 'just', 'like'],\n",
       " 'die…': ['or'],\n",
       " 'presence': ['of'],\n",
       " 'wolverine': ['bitches'],\n",
       " 'bitches': ['we’ll', 'i'],\n",
       " 'we’ll': ['find', 'see'],\n",
       " 'find': ['out', 'a', 'ways', 'a', 'it'],\n",
       " 'um': ['i', 'and'],\n",
       " 'also': ['tell',\n",
       "  'disappear',\n",
       "  'got',\n",
       "  'last',\n",
       "  'he’s',\n",
       "  'don’t',\n",
       "  'decided',\n",
       "  'takes'],\n",
       " 'kindle': ['is'],\n",
       " 'turning': ['into', 'into'],\n",
       " 'selfhelp': ['library'],\n",
       " 'library': ['i’m'],\n",
       " 'not': ['interested',\n",
       "  'happy',\n",
       "  'trying',\n",
       "  'the',\n",
       "  'kissing',\n",
       "  'ask',\n",
       "  'authentic',\n",
       "  'recognize',\n",
       "  'doing',\n",
       "  'a',\n",
       "  'even',\n",
       "  'have',\n",
       "  'be',\n",
       "  'dieting',\n",
       "  'scared',\n",
       "  'as',\n",
       "  'the',\n",
       "  'again”',\n",
       "  'rush',\n",
       "  'trying',\n",
       "  'my',\n",
       "  'technically',\n",
       "  'as',\n",
       "  'ok',\n",
       "  'fuckin’',\n",
       "  'because',\n",
       "  'doing',\n",
       "  'there',\n",
       "  'gonna',\n",
       "  'like',\n",
       "  'the'],\n",
       " 'interested': ['in', 'in'],\n",
       " 'books': ['like'],\n",
       " 'fifty': ['shades'],\n",
       " 'shades': ['of'],\n",
       " 'grey': ['ok'],\n",
       " 'lifechanging': ['magic'],\n",
       " 'magic': ['of'],\n",
       " 'tidying': ['up'],\n",
       " 'how': ['to',\n",
       "  'can',\n",
       "  'can',\n",
       "  'proposals',\n",
       "  'did',\n",
       "  'rotten',\n",
       "  'offstage',\n",
       "  'we',\n",
       "  'to',\n",
       "  'much',\n",
       "  'invincible',\n",
       "  'a',\n",
       "  'there’s',\n",
       "  'it',\n",
       "  'did',\n",
       "  'did'],\n",
       " 'declutter': ['my'],\n",
       " 'home': ['to', 'in', 'all', 'and', 'chapping', 'and', 'together'],\n",
       " 'achieve': ['inner', 'my'],\n",
       " 'optimum': ['level', 'level'],\n",
       " 'level': ['of', 'of'],\n",
       " 'success': ['that’s'],\n",
       " 'around': ['i’m', 'help', 'together', 'all', 'they', 'to', 'the', 'by'],\n",
       " 'horrible': ['person', 'but', 'toilet'],\n",
       " 'person': ['i’m', 'you–', 'for'],\n",
       " 'happy': ['with'],\n",
       " 'am': ['how', 'seven', 'already', 'not', 'mad'],\n",
       " 'help': ['me', 'mei', 'her', 'you', 'as'],\n",
       " 'tony': ['robbins'],\n",
       " 'robbins': ['help'],\n",
       " 'mei': ['have'],\n",
       " 'hoarding': ['problem', 'goes', 'problem'],\n",
       " 'problem': ['which', 'because'],\n",
       " 'which': ['i’m',\n",
       "  'is',\n",
       "  'a',\n",
       "  'means',\n",
       "  'would',\n",
       "  'is…',\n",
       "  'means',\n",
       "  'their',\n",
       "  'is',\n",
       "  'is',\n",
       "  'he’s',\n",
       "  'i',\n",
       "  'is',\n",
       "  'is',\n",
       "  'is',\n",
       "  'means',\n",
       "  'subsequently'],\n",
       " 'hoping': ['is', 'that'],\n",
       " 'center': ['of'],\n",
       " 'other': ['problems', 'homeless', 'because', 'day', 'you', 'shitty'],\n",
       " 'problems': ['i’m'],\n",
       " 'goes': ['away', 'down'],\n",
       " 'away': ['the', 'anything', 'from', 'a', 'at'],\n",
       " 'disappear': ['i', 'that’s', 'and'],\n",
       " 'mom': ['is', 'it', 'got', 'my', 'is', 'is', 'people'],\n",
       " 'from': ['a',\n",
       "  'the',\n",
       "  'the',\n",
       "  'the',\n",
       "  'the',\n",
       "  'pier',\n",
       "  'harvard',\n",
       "  'the',\n",
       "  'the',\n",
       "  'having',\n",
       "  'having',\n",
       "  'the',\n",
       "  'this',\n",
       "  'pedestrians',\n",
       "  'their',\n",
       "  'a',\n",
       "  'that’s',\n",
       "  'holding',\n",
       "  'bacteria',\n",
       "  'harvard'],\n",
       " 'third': ['world', 'grade', 'world'],\n",
       " 'world': ['country', '♪', 'with', 'country'],\n",
       " 'country': ['and', 'and', 'and'],\n",
       " 'she': ['taught',\n",
       "  'refused',\n",
       "  'don’t',\n",
       "  'was',\n",
       "  'wrote',\n",
       "  'knows',\n",
       "  'is',\n",
       "  'doesn’t',\n",
       "  'was',\n",
       "  'said'],\n",
       " 'taught': ['me'],\n",
       " 'never': ['throw', 'know', 'know', 'finish', 'finish', 'called', 'go'],\n",
       " 'throw': ['away', 'up', 'up'],\n",
       " 'anything': ['because', 'about', 'so', 'look'],\n",
       " 'dictator’s': ['gonna'],\n",
       " 'overtake': ['the'],\n",
       " 'snatch': ['all'],\n",
       " 'wealth': ['so'],\n",
       " 'better': ['hold', 'looking', 'just'],\n",
       " 'hold': ['onto', 'onto'],\n",
       " 'onto': ['that', 'the', 'his'],\n",
       " 'retainer': ['from'],\n",
       " 'grade': ['’cause', 'it'],\n",
       " 'might': ['come', 'need', 'mean'],\n",
       " 'handy': ['as'],\n",
       " 'as': ['a',\n",
       "  'a',\n",
       "  'an',\n",
       "  'women',\n",
       "  'much',\n",
       "  'they',\n",
       "  'a',\n",
       "  'many',\n",
       "  'possible',\n",
       "  'the',\n",
       "  'freaky',\n",
       "  'me',\n",
       "  'a',\n",
       "  'old',\n",
       "  'her',\n",
       "  'wet',\n",
       "  'it',\n",
       "  'pentup',\n",
       "  'angry',\n",
       "  'possible',\n",
       "  'leverage',\n",
       "  'it'],\n",
       " 'shovel': ['when'],\n",
       " 'busy': ['stuffing', 'in', 'so', 'makin’'],\n",
       " 'stuffing': ['gold'],\n",
       " 'gold': ['up'],\n",
       " 'butt': ['and', 'hole', 'with', 'hole', 'cheeks', 'all', 'hole'],\n",
       " 'running': ['away'],\n",
       " 'communiststhe': ['last'],\n",
       " 'last': ['time', 'forever', 'boyfriend', 'time', 'year', 'boyfriend', 'year'],\n",
       " 'time': ['i',\n",
       "  'and',\n",
       "  'he',\n",
       "  'shitting',\n",
       "  'and',\n",
       "  'i',\n",
       "  'that',\n",
       "  'so',\n",
       "  'i',\n",
       "  'all',\n",
       "  'you',\n",
       "  'you',\n",
       "  'and',\n",
       "  'it',\n",
       "  'like',\n",
       "  'and'],\n",
       " 'was': ['at',\n",
       "  'trying',\n",
       "  'like',\n",
       "  'so',\n",
       "  'this',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'that',\n",
       "  'attending',\n",
       "  'like',\n",
       "  'a',\n",
       "  'like',\n",
       "  'living',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'cuban',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'legit',\n",
       "  'gonna',\n",
       "  'ready',\n",
       "  'ripe',\n",
       "  'rotten',\n",
       "  'people',\n",
       "  'free',\n",
       "  'like',\n",
       "  'you',\n",
       "  'like',\n",
       "  'like',\n",
       "  '‘oh',\n",
       "  'like',\n",
       "  'very',\n",
       "  'like',\n",
       "  'magical',\n",
       "  'to',\n",
       "  'sliced',\n",
       "  'sliced',\n",
       "  'like',\n",
       "  'like',\n",
       "  'gonna',\n",
       "  'starting',\n",
       "  'just',\n",
       "  'so',\n",
       "  'in',\n",
       "  'ok',\n",
       "  'clearly',\n",
       "  'that',\n",
       "  'easter',\n",
       "  'like',\n",
       "  'so',\n",
       "  'about',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  '',\n",
       "  'like',\n",
       "  'like',\n",
       "  ''],\n",
       " 'san': ['francisco', 'francisco'],\n",
       " 'francisco': ['i', 'when'],\n",
       " 'trying': ['to', 'to', 'to', 'to', 'to', 'to', 'to', 'to'],\n",
       " 'her': ['get',\n",
       "  'to',\n",
       "  'book',\n",
       "  'lululemon',\n",
       "  'butt”',\n",
       "  'there',\n",
       "  'it’s',\n",
       "  'nipples',\n",
       "  'pussy',\n",
       "  'white',\n",
       "  'mexican',\n",
       "  'and',\n",
       "  'i'],\n",
       " 'rid': ['of'],\n",
       " 'ever': ['do', 'actually', 'happened'],\n",
       " 'do': ['that',\n",
       "  'know…',\n",
       "  'fancy',\n",
       "  'yoga',\n",
       "  'ayahuasca',\n",
       "  'silent',\n",
       "  'shit',\n",
       "  'it',\n",
       "  'it',\n",
       "  'anything',\n",
       "  'it',\n",
       "  'anything”',\n",
       "  'you',\n",
       "  'write',\n",
       "  'that',\n",
       "  'whatever',\n",
       "  'you',\n",
       "  'that',\n",
       "  'all',\n",
       "  'anal',\n",
       "  'it',\n",
       "  'and',\n",
       "  'it',\n",
       "  'get',\n",
       "  'whatever',\n",
       "  'this',\n",
       "  'that',\n",
       "  'it',\n",
       "  'you',\n",
       "  'in',\n",
       "  'some',\n",
       "  'whatever',\n",
       "  'for',\n",
       "  'shit',\n",
       "  'mushrooms',\n",
       "  'a',\n",
       "  'it',\n",
       "  'you'],\n",
       " 'worst': ['experience', 'thing'],\n",
       " 'experience': ['of', 'some'],\n",
       " 'life': ['it', 'i', 'you', 'is', 'and', 'right'],\n",
       " 'emotional': ['we', 'about'],\n",
       " 'were': ['screaming',\n",
       "  'all',\n",
       "  'in',\n",
       "  'hipsters',\n",
       "  'getting',\n",
       "  'done',\n",
       "  'like',\n",
       "  'discouraging',\n",
       "  'like',\n",
       "  '',\n",
       "  'alarmingly',\n",
       "  'suppositories',\n",
       "  'trying',\n",
       "  'like',\n",
       "  'the'],\n",
       " 'screaming': ['and'],\n",
       " 'fighting': ['and'],\n",
       " 'yelling': ['and'],\n",
       " 'came': ['to', 'outta', 'out'],\n",
       " 'climax': ['when'],\n",
       " 'refused': ['to', 'to'],\n",
       " 'let': ['go', 'me', 'it', 'me', 'their'],\n",
       " 'texas': ['instruments'],\n",
       " 'instruments': ['…'],\n",
       " '…': ['manual'],\n",
       " 'manual': ['the', 'she', 'and'],\n",
       " 'know…': ['where', 'that', 'freaked'],\n",
       " 'calculator': ['is', 'is', 'that'],\n",
       " 'those': ['of', 'brains', 'comments', 'green', 'old', 'doctor', 'crazy'],\n",
       " 'under': [''],\n",
       " 'probably': ['don’t', 'pinterested', 'one', 'looked'],\n",
       " 'bamboozled': ['my'],\n",
       " 'generation': ['we', 'you'],\n",
       " 'required': ['to'],\n",
       " 'buy': ['it'],\n",
       " 'eight': ['grade'],\n",
       " 'cost': ['like'],\n",
       " 'thought': ['it', 'they', 'it'],\n",
       " 'judy': ['jetson’s'],\n",
       " 'jetson’s': ['laptop'],\n",
       " 'laptop': ['from'],\n",
       " 'future': ['all', '‘cause'],\n",
       " 'graph': ['it'],\n",
       " 'tesla': ['of'],\n",
       " '“you': ['never', 'need', 'need', 'have', 'look”', 'watch', 'you'],\n",
       " 'need': ['this”',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'children',\n",
       "  'to',\n",
       "  'you',\n",
       "  'to'],\n",
       " 'this”': ['and'],\n",
       " '“but…': ['i'],\n",
       " 'clean': ['all'],\n",
       " 'die”': ['“and', 'but'],\n",
       " '“and': ['i’m', 'all'],\n",
       " 'be': ['a',\n",
       "  'a',\n",
       "  'nice',\n",
       "  'with',\n",
       "  'racist',\n",
       "  'exfoliated',\n",
       "  'providing',\n",
       "  'made',\n",
       "  'no',\n",
       "  'like',\n",
       "  'like',\n",
       "  'like',\n",
       "  'a',\n",
       "  'all',\n",
       "  'abused',\n",
       "  'roughed',\n",
       "  'out',\n",
       "  'sure',\n",
       "  'out',\n",
       "  'the',\n",
       "  'able',\n",
       "  'like',\n",
       "  'so',\n",
       "  'there',\n",
       "  'there',\n",
       "  'one',\n",
       "  'it’s',\n",
       "  'that',\n",
       "  'i’m–',\n",
       "  'storyboarding',\n",
       "  'able',\n",
       "  'like',\n",
       "  'as',\n",
       "  'like',\n",
       "  'like',\n",
       "  'pregnant',\n",
       "  'seven',\n",
       "  'asked',\n",
       "  'considered',\n",
       "  'considered',\n",
       "  'one'],\n",
       " 'procrastinator': ['anymore'],\n",
       " 'anymore': ['because',\n",
       "  'i',\n",
       "  'i',\n",
       "  'i’ve',\n",
       "  'holds',\n",
       "  'and',\n",
       "  'since',\n",
       "  'i’m',\n",
       "  'i’m',\n",
       "  'i’m'],\n",
       " 'according': ['to', 'to'],\n",
       " 'deepakoprah': ['that’s'],\n",
       " 'way': ['for', 'out', 'of', 'to…”', 'more'],\n",
       " 'success”': ['i'],\n",
       " 'grew': ['up', 'up', 'up', 'up'],\n",
       " 'past': ['year', 'year'],\n",
       " 'married': ['yeah', 'last', 'i’m', 'you’re', 'was', 'all'],\n",
       " 'yeah': ['to',\n",
       "  'you',\n",
       "  'yes',\n",
       "  'which',\n",
       "  'like',\n",
       "  'never',\n",
       "  'it’s',\n",
       "  'and',\n",
       "  'where'],\n",
       " 'man': ['who', 'i', 'and', 'has', 'a', 'at', 'all', 'is'],\n",
       " 'who': ['now',\n",
       "  'is',\n",
       "  'like',\n",
       "  'like',\n",
       "  'are',\n",
       "  'wrote',\n",
       "  'are',\n",
       "  'have',\n",
       "  'recycles',\n",
       "  'are',\n",
       "  'have',\n",
       "  'else',\n",
       "  'tries',\n",
       "  'trapped'],\n",
       " 'lucky': ['guy', 'girl'],\n",
       " 'guy': ['he', 'in', 'who’s'],\n",
       " 'he': ['gave',\n",
       "  'was',\n",
       "  'was',\n",
       "  'was',\n",
       "  'was',\n",
       "  'was',\n",
       "  'grew',\n",
       "  'grew',\n",
       "  'didn’t',\n",
       "  'met',\n",
       "  'took',\n",
       "  'was',\n",
       "  'was',\n",
       "  'doesn’t',\n",
       "  'becomes',\n",
       "  'proposed”',\n",
       "  'got',\n",
       "  'know',\n",
       "  'saw',\n",
       "  'graduated',\n",
       "  'was',\n",
       "  'refused',\n",
       "  'puts',\n",
       "  'had',\n",
       "  'does',\n",
       "  'would',\n",
       "  'doesn’t',\n",
       "  'was',\n",
       "  'felt',\n",
       "  'took',\n",
       "  'bought',\n",
       "  'gotta',\n",
       "  'asks',\n",
       "  'comes',\n",
       "  'is',\n",
       "  'leaves',\n",
       "  'doesn’t',\n",
       "  'do',\n",
       "  'bamboozle',\n",
       "  'went',\n",
       "  'enron’d'],\n",
       " 'gave': ['me', 'him', 'up'],\n",
       " 'something': ['i', 'that', 'and', 'if'],\n",
       " 'him': ['something',\n",
       "  'i',\n",
       "  'at',\n",
       "  'and',\n",
       "  'was',\n",
       "  'until',\n",
       "  'off',\n",
       "  'run',\n",
       "  'and',\n",
       "  'and',\n",
       "  'to',\n",
       "  'until',\n",
       "  'every',\n",
       "  'with',\n",
       "  'i’m',\n",
       "  'out',\n",
       "  'on',\n",
       "  'a',\n",
       "  'that',\n",
       "  'to',\n",
       "  'when',\n",
       "  'and',\n",
       "  'to',\n",
       "  'to',\n",
       "  'finally',\n",
       "  'but',\n",
       "  'down',\n",
       "  'around',\n",
       "  'down',\n",
       "  'to'],\n",
       " 'forever': ['no', 'and'],\n",
       " 'no': ['really',\n",
       "  'body',\n",
       "  'body',\n",
       "  'job',\n",
       "  'courtney’s',\n",
       "  'unpredictable',\n",
       "  'no',\n",
       "  'no',\n",
       "  'please',\n",
       "  'really',\n",
       "  'i',\n",
       "  'kid',\n",
       "  'shame',\n",
       "  'dude',\n",
       "  'hopefully'],\n",
       " 'before': ['him', 'i', 'ladies', 'me', 'i'],\n",
       " 'dated': ['a', 'a'],\n",
       " 'losers': ['lots', 'a', 'and'],\n",
       " 'lots': ['of'],\n",
       " 'skaters': ['you', 'stop', 'unless'],\n",
       " 'wanna': ['be',\n",
       "  'wake',\n",
       "  'work',\n",
       "  'work',\n",
       "  'work',\n",
       "  'lean',\n",
       "  'lie',\n",
       "  'throw',\n",
       "  'talk',\n",
       "  'provide',\n",
       "  'work',\n",
       "  'do',\n",
       "  'be',\n",
       "  'experience',\n",
       "  'die',\n",
       "  'die”',\n",
       "  'be',\n",
       "  'get',\n",
       "  'be',\n",
       "  'smell',\n",
       "  'work'],\n",
       " 'grownass': ['woman'],\n",
       " 'woman': ['stop', 'has', 'is', 'in', 'wants', 'who', 'and'],\n",
       " 'stop': ['dating', 'dating'],\n",
       " 'dating': ['skaters', 'skaters', 'for'],\n",
       " 'unless': ['you'],\n",
       " 'wake': ['up'],\n",
       " 'on': ['a',\n",
       "  'the',\n",
       "  'the',\n",
       "  'my',\n",
       "  'purpose',\n",
       "  'korean',\n",
       "  'you',\n",
       "  'mexican',\n",
       "  'jdate',\n",
       "  'the',\n",
       "  'one',\n",
       "  'the',\n",
       "  'yelp”',\n",
       "  'the',\n",
       "  'trapping',\n",
       "  'my',\n",
       "  'a',\n",
       "  'in',\n",
       "  'me',\n",
       "  'the',\n",
       "  'abc',\n",
       "  'my',\n",
       "  'their',\n",
       "  'time”',\n",
       "  'the',\n",
       "  'craigslist…',\n",
       "  'the',\n",
       "  'each',\n",
       "  'you',\n",
       "  'the',\n",
       "  'a',\n",
       "  'walking',\n",
       "  'stage',\n",
       "  'the',\n",
       "  'the',\n",
       "  'these',\n",
       "  'the',\n",
       "  'redtube',\n",
       "  'my',\n",
       "  'their',\n",
       "  'him',\n",
       "  'the',\n",
       "  'the',\n",
       "  'the',\n",
       "  'a',\n",
       "  'like',\n",
       "  'a',\n",
       "  'television'],\n",
       " 'mattress': ['in'],\n",
       " 'kitchen': ['they’re'],\n",
       " 'they’re': ['sexy',\n",
       "  'the',\n",
       "  'like',\n",
       "  'like',\n",
       "  'scared',\n",
       "  'scared',\n",
       "  'gay',\n",
       "  'like',\n",
       "  'in',\n",
       "  'literally',\n",
       "  'like',\n",
       "  'going'],\n",
       " 'sexy': ['on'],\n",
       " 'outside': ['malt', 'of'],\n",
       " 'malt': ['liquor'],\n",
       " 'liquor': ['on'],\n",
       " 'husband': ['i',\n",
       "  'is',\n",
       "  'halffilipino',\n",
       "  'and',\n",
       "  'i’m',\n",
       "  'recently',\n",
       "  'is',\n",
       "  'to',\n",
       "  'and',\n",
       "  'dies”',\n",
       "  'isn’t',\n",
       "  'and',\n",
       "  'a',\n",
       "  'down',\n",
       "  'will',\n",
       "  'so',\n",
       "  'for',\n",
       "  'on',\n",
       "  'i',\n",
       "  'was'],\n",
       " 'met': ['him', 'me', 'my'],\n",
       " 'wedding': ['and', 'dress'],\n",
       " 'he’s–': ['he’s'],\n",
       " 'he’s': ['much',\n",
       "  'way',\n",
       "  'so',\n",
       "  'halffilipino',\n",
       "  'asian',\n",
       "  'probably',\n",
       "  'gonna',\n",
       "  'thinking',\n",
       "  'discovered',\n",
       "  'definitely',\n",
       "  'the',\n",
       "  'worthy',\n",
       "  'the'],\n",
       " 'looking': ['than'],\n",
       " 'than': ['me', 'when', 'me', 'the', 'me'],\n",
       " 'league': ['and', 'graduated'],\n",
       " 'saw': ['him', 'this', 'it', 'those', 'earlier'],\n",
       " '“oh': ['my',\n",
       "  'my',\n",
       "  'no”',\n",
       "  'that',\n",
       "  'my',\n",
       "  'no',\n",
       "  'i',\n",
       "  'my',\n",
       "  'my',\n",
       "  'my',\n",
       "  'my',\n",
       "  'my',\n",
       "  'my'],\n",
       " 'god': ['who',\n",
       "  'i’m',\n",
       "  'i',\n",
       "  'it’s',\n",
       "  'he',\n",
       "  'it’s',\n",
       "  'and',\n",
       "  'not',\n",
       "  'it',\n",
       "  'that’s',\n",
       "  'that’s',\n",
       "  'i',\n",
       "  'i',\n",
       "  'then'],\n",
       " 'that”': ['and', 'i’m'],\n",
       " 'thing': ['i', 'i', 'that', 'which', 'a'],\n",
       " 'learned': ['about', 'in'],\n",
       " 'attending': ['harvard'],\n",
       " 'harvard': ['business', 'business', 'nectar', 'business', 'business'],\n",
       " 'business': ['school', 'school', 'school', 'school'],\n",
       " 'school': ['and', 'playing', 'too', 'asians', 'and', 'worked', 'the'],\n",
       " 'trap': ['his', 'his', 'i', 'his'],\n",
       " 'his': ['ass”',\n",
       "  'ass”',\n",
       "  'ass',\n",
       "  'other',\n",
       "  'family',\n",
       "  'lunch',\n",
       "  'earning',\n",
       "  'butt',\n",
       "  'eyes',\n",
       "  'eyes',\n",
       "  'neck',\n",
       "  'head',\n",
       "  'selfesteem',\n",
       "  'ass'],\n",
       " 'ass”': ['“going', 'and'],\n",
       " '“going': ['to'],\n",
       " 'trapped': ['his', 'your', 'me'],\n",
       " 'ass': ['initially', 'into', 'into', 'into', 'got', 'and'],\n",
       " 'initially': ['by'],\n",
       " 'by': ['not',\n",
       "  'because',\n",
       "  'the',\n",
       "  'the',\n",
       "  'sheryl',\n",
       "  'the',\n",
       "  'white',\n",
       "  'a',\n",
       "  'me',\n",
       "  'a',\n",
       "  'saying',\n",
       "  'lifting',\n",
       "  'keeping'],\n",
       " 'kissing': ['him'],\n",
       " 'until': ['the', 'he', 'he', 'my', 'i’m'],\n",
       " 'fifth': ['date'],\n",
       " 'date': ['which', 'white', 'thanks'],\n",
       " 'unusual': ['move', 'to'],\n",
       " 'move': ['on'],\n",
       " 'part': ['but', 'of'],\n",
       " 'did': ['it', 'not', 'he', 'that', 'anal', 'have', 'you', 'he', 'he'],\n",
       " 'purpose': ['because'],\n",
       " 'knew': ['that', 'we'],\n",
       " 'catch': ['so', 'up'],\n",
       " '“all': ['right'],\n",
       " 'gotta': ['make',\n",
       "  'explain',\n",
       "  'threaten',\n",
       "  'work',\n",
       "  'shit',\n",
       "  'shit',\n",
       "  'use',\n",
       "  'do',\n",
       "  'use',\n",
       "  'muffle',\n",
       "  'worry',\n",
       "  'try',\n",
       "  'take',\n",
       "  'go',\n",
       "  'change',\n",
       "  'change',\n",
       "  'keep',\n",
       "  'check',\n",
       "  'stay',\n",
       "  'keep'],\n",
       " 'make': ['this',\n",
       "  'difficult',\n",
       "  'a',\n",
       "  'sure',\n",
       "  'a',\n",
       "  'this',\n",
       "  'a',\n",
       "  'a',\n",
       "  'sure',\n",
       "  'him'],\n",
       " 'dude': ['believe',\n",
       "  'again”',\n",
       "  'you',\n",
       "  'you',\n",
       "  'i',\n",
       "  'eats',\n",
       "  'and',\n",
       "  'focus',\n",
       "  'and',\n",
       "  'do',\n",
       "  'named',\n",
       "  'that’s–'],\n",
       " 'believe': ['that', 'that”', 'he', 'that'],\n",
       " 'secret': ['garden”'],\n",
       " 'garden”': ['when'],\n",
       " 'public': ['park…'],\n",
       " 'park…': ['…that'],\n",
       " '…that': ['has', 'blows'],\n",
       " 'hosted': ['many'],\n",
       " 'many': ['reggae', 'more', 'men'],\n",
       " 'reggae': ['fests…'],\n",
       " 'fests…': ['…and'],\n",
       " '…and': ['has', 'halfjungle'],\n",
       " 'accidentally': ['let…'],\n",
       " 'let…': ['two'],\n",
       " 'homeless': ['people', 'or', 'friends', 'dude'],\n",
       " 'hipsters': ['ok'],\n",
       " 'store': ['urban'],\n",
       " 'urban': ['outfitters'],\n",
       " 'outfitters': ['has'],\n",
       " 'made': ['things', 'into', 'it', 'me', 'you'],\n",
       " 'things': ['very', 'like'],\n",
       " 'confusing…': ['for'],\n",
       " 'hipster': ['is', 'neighborhood'],\n",
       " 'beard': ['for'],\n",
       " 'fashion': ['or'],\n",
       " 'warmth': ['it'],\n",
       " 'happened': ['to…', 'in', 'to'],\n",
       " 'to…': ['it', 'now'],\n",
       " 'living': ['there', 'that’s'],\n",
       " 'there': ['and',\n",
       "  'through',\n",
       "  'i’m',\n",
       "  'and',\n",
       "  'ok',\n",
       "  'and',\n",
       "  'is',\n",
       "  'for',\n",
       "  'for',\n",
       "  'would',\n",
       "  'i',\n",
       "  'but'],\n",
       " 'broad': ['daylight'],\n",
       " 'daylight': ['and'],\n",
       " 'had': ['like',\n",
       "  'so',\n",
       "  'been',\n",
       "  'this',\n",
       "  'been',\n",
       "  'this',\n",
       "  'tried',\n",
       "  'it',\n",
       "  'to',\n",
       "  'a',\n",
       "  'to',\n",
       "  'the',\n",
       "  'this',\n",
       "  'a',\n",
       "  'such',\n",
       "  'this',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'to',\n",
       "  'a',\n",
       "  'a',\n",
       "  'one',\n",
       "  'the',\n",
       "  'dated'],\n",
       " 'had…': ['we'],\n",
       " 'chemistry': ['he'],\n",
       " '“hey': ['wassup”', 'can', 'i', 'hey', 'hey', 'can'],\n",
       " 'wassup”': ['i'],\n",
       " '“wassup”': ['and'],\n",
       " 'we–': ['the'],\n",
       " 'next': ['thing', 'century'],\n",
       " 'back': ['of', 'out', 'i', 'in', 'of', 'in'],\n",
       " 'volvo': ['and'],\n",
       " 'after': ['we', 'they'],\n",
       " 'done': ['he', 'the', 'i', 'it'],\n",
       " 'drop': ['me'],\n",
       " 'off”': ['i'],\n",
       " '“where”': ['he'],\n",
       " '“at': ['the'],\n",
       " 'park”': ['and'],\n",
       " 'dropped': ['him'],\n",
       " 'off': ['at', 'and', 'the', 'the', 'of', 'so'],\n",
       " 'golden': ['gate'],\n",
       " 'gate': ['park'],\n",
       " 'park': ['and', 'do'],\n",
       " 'watched': ['him'],\n",
       " 'run': ['into', 'over'],\n",
       " 'middle': ['with'],\n",
       " 'friends': ['and', 'when', 'who', 'said', 'dead', 'dead', 'dead', 'life'],\n",
       " 'no”': ['“i', 'they'],\n",
       " '“i': ['just',\n",
       "  'could',\n",
       "  'did',\n",
       "  'saw',\n",
       "  'just',\n",
       "  'gotta',\n",
       "  'don’t',\n",
       "  'changed',\n",
       "  'slime',\n",
       "  'am'],\n",
       " 'again”': ['my', 'i'],\n",
       " 'asian': ['which',\n",
       "  'men',\n",
       "  'men',\n",
       "  'yeah',\n",
       "  'too',\n",
       "  'people',\n",
       "  'female',\n",
       "  'woman',\n",
       "  'don’t',\n",
       "  'ladies'],\n",
       " 'shocked': ['by'],\n",
       " 'usually': ['asianamerican'],\n",
       " 'asianamerican': ['women', 'men', 'brothers'],\n",
       " 'women': ['who',\n",
       "  'all',\n",
       "  'should',\n",
       "  'our',\n",
       "  'we',\n",
       "  'had',\n",
       "  'get',\n",
       "  'get',\n",
       "  'they',\n",
       "  'who',\n",
       "  'who',\n",
       "  'we',\n",
       "  'who',\n",
       "  'who',\n",
       "  'would',\n",
       "  'won’t',\n",
       "  'tried'],\n",
       " 'wear': ['these', 'that'],\n",
       " 'these': ['kinda',\n",
       "  'bitches',\n",
       "  'chinese',\n",
       "  'women',\n",
       "  'boring',\n",
       "  'other',\n",
       "  'hormone',\n",
       "  'ovulation'],\n",
       " 'kinda': ['glasses'],\n",
       " 'glasses': ['and', 'always'],\n",
       " 'opinions': ['they'],\n",
       " 'white': ['dudes',\n",
       "  'dude',\n",
       "  'dude',\n",
       "  'dudes',\n",
       "  'dude',\n",
       "  'dude',\n",
       "  'man',\n",
       "  'people',\n",
       "  'people',\n",
       "  'friends',\n",
       "  'hippie'],\n",
       " 'dudes': ['you', 'they'],\n",
       " 'any': ['hipster', 'moment', 'real', 'sort', 'black', 'given'],\n",
       " 'neighborhood': ['in'],\n",
       " 'major': ['city'],\n",
       " 'city': ['in'],\n",
       " 'america': ['and'],\n",
       " 'yoko': ['ono'],\n",
       " 'ono': ['factory'],\n",
       " 'factory': ['it’s…'],\n",
       " 'it’s…': ['too', 'amazing', 'it’s'],\n",
       " 'too': ['much',\n",
       "  'nice',\n",
       "  'him',\n",
       "  'we',\n",
       "  'but',\n",
       "  'old',\n",
       "  'late',\n",
       "  'stupid',\n",
       "  'they',\n",
       "  'funky'],\n",
       " 'what’s': ['wrong', 'gonna', 'wrong'],\n",
       " 'wrong': ['with', 'with'],\n",
       " 'being': ['with', 'the', 'courageous'],\n",
       " 'feel': ['very…',\n",
       "  'very',\n",
       "  'like',\n",
       "  'more',\n",
       "  'like',\n",
       "  'like',\n",
       "  'rushed',\n",
       "  'like',\n",
       "  'so',\n",
       "  'bad'],\n",
       " 'very…': ['you'],\n",
       " 'picturesque': ['when'],\n",
       " 'wes': ['anderson'],\n",
       " 'anderson': ['movie'],\n",
       " 'movie': ['or', 'ok'],\n",
       " 'teach': ['you'],\n",
       " 'cool': ['stuff', 'stuff'],\n",
       " 'stuff': ['like', 'like'],\n",
       " 'voting': ['and'],\n",
       " 'recycling': ['and'],\n",
       " 'disturbing': ['documentaries'],\n",
       " 'documentaries': ['they'],\n",
       " 'introduce': ['you'],\n",
       " 'hot': ['hookin’', 'you', 'you'],\n",
       " 'hookin’': ['up'],\n",
       " 'mean': ['nothing', 'we’re', 'that', 'pay'],\n",
       " 'nothing': ['makes', 'they', 'for'],\n",
       " 'makes': ['me', 'me', 'sense'],\n",
       " 'more': ['powerful',\n",
       "  'like',\n",
       "  'options',\n",
       "  'doo',\n",
       "  'money',\n",
       "  'successful',\n",
       "  'to',\n",
       "  'women',\n",
       "  'handsome'],\n",
       " 'powerful': ['than'],\n",
       " 'eats': ['my'],\n",
       " 'pussy': ['oh', 'needs', 'is', 'was', 'to'],\n",
       " 'oh': ['my', 'my', 'you', 'my', 'my', 'my', 'maybe'],\n",
       " 'absorbing': ['all'],\n",
       " 'privilege': ['and'],\n",
       " 'entitlement…': ['…you'],\n",
       " '…you': ['know'],\n",
       " 'through': ['the', 'southeast', 'and', 'a', 'it', 'a'],\n",
       " 'money': ['hole', 'they', 'you', 'if', 'you”', 'paid'],\n",
       " 'hole': ['and', 'it’s', 'feels', 'and'],\n",
       " 'just…': ['and', 'let’s', '“i', 'and'],\n",
       " 'vulnerable': ['down'],\n",
       " 'down': ['there',\n",
       "  'it’s',\n",
       "  'i',\n",
       "  'i',\n",
       "  'there',\n",
       "  'your',\n",
       "  'immediately',\n",
       "  'in',\n",
       "  'so',\n",
       "  'people',\n",
       "  'with'],\n",
       " 'crush': ['your', 'those', 'while'],\n",
       " 'head': ['at', 'first', 'shredding', 'and', 'for'],\n",
       " 'moment': ['white', 'to', 'you'],\n",
       " 'kill': ['you', 'me'],\n",
       " 'brains': ['colonize'],\n",
       " 'colonize': ['the'],\n",
       " 'colonizer”': ['you'],\n",
       " 'knowbut': ['i'],\n",
       " 'think': ['that',\n",
       "  'my',\n",
       "  'feminism',\n",
       "  'we',\n",
       "  'it’s',\n",
       "  'of',\n",
       "  'about',\n",
       "  'that’s',\n",
       "  'so',\n",
       "  'i’m'],\n",
       " 'marriage': ['it', 'i', 'because'],\n",
       " 'nice': ['to', 'we'],\n",
       " 'somebody': ['of', 'closes', 'closes'],\n",
       " 'own': ['race', 'goddamn'],\n",
       " 'race': ['the'],\n",
       " 'advantage': ['is'],\n",
       " 'home…': ['and'],\n",
       " 'racist': ['together'],\n",
       " 'say': ['whatever', 'to', '“you', '“you', 'be'],\n",
       " 'whatever': ['you', 'and', 'they', 'you', 'the'],\n",
       " 'explain': ['shit'],\n",
       " 'halffilipino': ['halfjapanese', 'and'],\n",
       " 'halfjapanese': ['i’m', 'and'],\n",
       " 'halfchinese': ['and', 'and'],\n",
       " 'halfvietnamese': ['and', 'so'],\n",
       " 'spend': [''],\n",
       " 'percent': ['of', 'of', 'spoken'],\n",
       " 'our': ['time',\n",
       "  'first',\n",
       "  'buddha',\n",
       "  'careers',\n",
       "  'job',\n",
       "  'day',\n",
       "  'society',\n",
       "  'first'],\n",
       " 'shitting': ['on'],\n",
       " 'korean': ['people'],\n",
       " 'amazing': ['it’s'],\n",
       " 'love': ['is', 'to', 'it', 'my', 'it', 'of'],\n",
       " 'built': ['on'],\n",
       " 'knowmy': ['last'],\n",
       " 'boyfriend': ['was', 'because'],\n",
       " 'cuban': ['and'],\n",
       " 'would': ['shit',\n",
       "  'double',\n",
       "  'not',\n",
       "  'have',\n",
       "  'i',\n",
       "  'crash”',\n",
       "  'simultaneously',\n",
       "  'explode',\n",
       "  'be',\n",
       "  'be',\n",
       "  'inevitably',\n",
       "  'only',\n",
       "  'be',\n",
       "  'come',\n",
       "  'just',\n",
       "  'close',\n",
       "  'jump',\n",
       "  'just',\n",
       "  'turn',\n",
       "  'just',\n",
       "  'talk'],\n",
       " 'mexican': ['people', 'friends'],\n",
       " '“hold': ['it'],\n",
       " 'guys': ['aren’t', 'know', 'about', 'need', 'had”', 'can', 'doin’'],\n",
       " 'aren’t': ['mexican”'],\n",
       " 'mexican”': ['asianamerican'],\n",
       " 'underrated': ['i'],\n",
       " 'why': ['people', 'else', 'you', 'are', 'don’t', 'we’re', 'i’m', 'else'],\n",
       " 'sexiest': ['asian', 'they'],\n",
       " 'hair': ['from'],\n",
       " 'neck': ['down', 'and'],\n",
       " 'making': ['love'],\n",
       " 'dolphin': ['oh'],\n",
       " 'smooth': ['just'],\n",
       " 'slip': ['and'],\n",
       " 'slide': ['just'],\n",
       " 'black': ['fish', 'friends', 'friends'],\n",
       " 'fish': ['tilikum'],\n",
       " 'tilikum': ['all'],\n",
       " 'bed': ['every', 'women'],\n",
       " 'every': ['night',\n",
       "  'day”',\n",
       "  'single',\n",
       "  'day',\n",
       "  'day',\n",
       "  'day…',\n",
       "  'day',\n",
       "  'time',\n",
       "  'single',\n",
       "  'time'],\n",
       " 'oohwee': ['you'],\n",
       " 'mess': ['with', 'there’s'],\n",
       " 'jewish': ['dude', 'male'],\n",
       " 'afterwards': ['it’s', 'the', 'and', 'and', 'i'],\n",
       " 'red': ['and', 'light'],\n",
       " 'inflamed': ['and'],\n",
       " 'ask': ['to', 'for'],\n",
       " 'exfoliated': ['today”'],\n",
       " 'today”': ['“this'],\n",
       " '“this': ['is'],\n",
       " 'jdate': ['more'],\n",
       " 'loofah': ['date'],\n",
       " 'thanks': ['for'],\n",
       " 'rug': ['burn'],\n",
       " 'burn': ['avi”', 'out'],\n",
       " 'avi”': ['and'],\n",
       " 'odor': ['none'],\n",
       " 'none': ['they', 'of'],\n",
       " 'smell': ['like', 'my', 'my', 'my', 'my', 'my'],\n",
       " 'responsibility': ['that’s'],\n",
       " 'umami': ['flavor'],\n",
       " 'flavor': ['comes'],\n",
       " 'comes': ['fromi', 'out', 'out', 'out', 'to'],\n",
       " 'fromi': ['think'],\n",
       " 'unspoken': ['understanding'],\n",
       " 'understanding': ['uh'],\n",
       " 'between': ['each', 'your'],\n",
       " 'each': ['other', 'other'],\n",
       " 'we’re': ['both',\n",
       "  'like',\n",
       "  'too',\n",
       "  'expected',\n",
       "  'so',\n",
       "  'such',\n",
       "  'trying',\n",
       "  'like',\n",
       "  'hippies'],\n",
       " 'both': ['halffancy', 'total', 'are'],\n",
       " 'halffancy': ['asian…'],\n",
       " 'asian…': ['…and'],\n",
       " 'halfjungle': ['asian'],\n",
       " 'difference': ['the'],\n",
       " 'fancy': ['asians', 'things'],\n",
       " 'asians': ['are', 'host', 'we'],\n",
       " 'chinese': ['the', 'scrolls', 'ladies', 'ladies'],\n",
       " 'japanese': ['they'],\n",
       " 'host': ['olympics', 'diseases'],\n",
       " 'olympics': ['jungle'],\n",
       " 'jungle': ['asians'],\n",
       " 'diseases': ['it’s…'],\n",
       " 'different': ['but', 'person', 'holes', 'people', 'it’s'],\n",
       " 'east': ['coast'],\n",
       " 'coast': ['going'],\n",
       " 'going': ['to', 'to', 'back', 'through', 'through', 'to'],\n",
       " 'private': ['school', 'school', 'school'],\n",
       " 'playing': ['lacrosse', 'chess', 'dumb', 'candy'],\n",
       " 'lacrosse': ['uh'],\n",
       " 'learning': ['latin'],\n",
       " 'latin': ['and'],\n",
       " 'chess': ['and'],\n",
       " 'rugby': ['he'],\n",
       " 'filipino': ['carlton'],\n",
       " 'carlton': ['ok'],\n",
       " 'didn’t': ['know', 'think', 'know', 'know'],\n",
       " 'vietnamese': ['people', 'i'],\n",
       " 'dates': ['he'],\n",
       " 'took': ['me', 'it', 'me'],\n",
       " 'restaurant': ['on', 'deaf'],\n",
       " 'west': ['side'],\n",
       " 'side': ['of', 'from', 'effect'],\n",
       " 'los': ['angeles'],\n",
       " 'angeles': ['called'],\n",
       " 'called': ['pho', 'lean', 'bossy'],\n",
       " 'pho': ['show'],\n",
       " 'show': ['he', 'off', 'i', 'him', 'signs', 'there’s'],\n",
       " '“it’s': ['authentic', 'not'],\n",
       " 'authentic': ['vietnamese', 'ok”'],\n",
       " 'read': ['about'],\n",
       " 'yelp”': ['i'],\n",
       " 'ok”': ['you', '‘cause', 'and', 'and'],\n",
       " 'name': ['’cause'],\n",
       " 'number': ['in'],\n",
       " 'second': ['of', 'chance'],\n",
       " 'bathroom': ['if', 'would'],\n",
       " 'legit': ['the'],\n",
       " 'double': ['as', 'standard'],\n",
       " 'supply': ['closet'],\n",
       " 'closet': ['when'],\n",
       " 'gallons': ['of'],\n",
       " 'bleach': ['an'],\n",
       " 'atm': ['machine'],\n",
       " 'machine': ['and'],\n",
       " 'grandma': ['with'],\n",
       " 'glaucoma': ['napping'],\n",
       " 'napping': ['in'],\n",
       " 'corner': ['and'],\n",
       " 'wait': ['staff', 'to'],\n",
       " 'staff': ['here', 'and'],\n",
       " 'leave': ['this', 'without', 'you'],\n",
       " 'deaf': ['and'],\n",
       " 'emotionally': ['abused'],\n",
       " 'abused': ['i', 'the'],\n",
       " 'total': ['like'],\n",
       " 'big': ['hippies', 'fantasy', 'impact', 'like'],\n",
       " 'hippies': ['too', 'i’d'],\n",
       " 'backpack': ['through'],\n",
       " 'southeast': ['asia'],\n",
       " 'asia': ['we'],\n",
       " 'yoga': ['we'],\n",
       " 'ayahuasca': ['ceremonies'],\n",
       " 'ceremonies': ['we'],\n",
       " 'silent': ['meditation'],\n",
       " 'retreats': ['that’s'],\n",
       " 'pay': ['', 'for'],\n",
       " 'shut': ['up', 'up”', 'the'],\n",
       " 'weekend': ['we'],\n",
       " 'glutenfree': ['which'],\n",
       " 'means': ['we', 'i', 'the', 'ok', 'you’re'],\n",
       " 'bread': ['that', 'that’s', 'that’s'],\n",
       " 'tastes': ['like', 'when'],\n",
       " 'freerange': ['chewbacca'],\n",
       " 'chewbacca': ['we'],\n",
       " 'lesbian': ['bread'],\n",
       " 'like…': ['…a'],\n",
       " '…a': ['thousand'],\n",
       " 'thousand': ['percent'],\n",
       " 'daily': ['fiber…', 'basis', 'basis…'],\n",
       " 'fiber…': ['and'],\n",
       " 'spoken': ['word'],\n",
       " 'word': ['poetry', '“bossy”', '“bossy”'],\n",
       " 'poetry': ['when'],\n",
       " 'queef': ['a'],\n",
       " 'shitty': ['poem', 'dads', 'mom'],\n",
       " 'poem': ['about…'],\n",
       " 'about…': ['…supporting'],\n",
       " '…supporting': ['caitlyn'],\n",
       " 'caitlyn': ['jenner'],\n",
       " 'jenner': ['or'],\n",
       " 'funny': ['right', 'man'],\n",
       " 'sometimes': ['all'],\n",
       " 'hippydippy': ['shit'],\n",
       " 'do…': ['makes'],\n",
       " 'doing': ['an', 'anything', 'jack', 'it'],\n",
       " 'impression': ['of'],\n",
       " 'scrolls': ['up'],\n",
       " 'wall…': ['and'],\n",
       " 'neither': ['of'],\n",
       " 'us': ['know', 'and', 'to'],\n",
       " 'seems': ['to', 'to'],\n",
       " 'well': ['with', 'i', 'asian'],\n",
       " 'buddha': ['piggy'],\n",
       " 'piggy': ['bank'],\n",
       " 'bank': ['from'],\n",
       " 'pier': [''],\n",
       " 'imports': ['that'],\n",
       " 'providing': ['some'],\n",
       " 'some': ['good', 'risk', 'useful', 'lame', 'point', 'of'],\n",
       " 'good': ['feng', 'we', 'in', 'night'],\n",
       " 'feng': ['shui'],\n",
       " 'shui': ['for'],\n",
       " 'house': ['him', 'skin', '“hey'],\n",
       " 'four': ['years', 'days'],\n",
       " 'years': ['and', 'and', 'i’ve', 'old', 'old'],\n",
       " 'i–': ['i', 'i–', 'i', 'i'],\n",
       " 'sneaking': ['suspicion'],\n",
       " 'suspicion': ['that'],\n",
       " 'propose…': ['because…'],\n",
       " 'because…': ['i', 'they’re'],\n",
       " 'pressuring': ['him'],\n",
       " 'wacky': ['women’s'],\n",
       " 'intuition': ['that’s'],\n",
       " 'proposals': ['really'],\n",
       " 'work': ['ok',\n",
       "  'anymore',\n",
       "  'anymore',\n",
       "  'anymore',\n",
       "  'when',\n",
       "  'at',\n",
       "  'because',\n",
       "  'on',\n",
       "  'anymore',\n",
       "  'anymore',\n",
       "  'i',\n",
       "  'we'],\n",
       " 'incept': ['the'],\n",
       " 'idea': ['into'],\n",
       " 'man’s': ['head', 'eye'],\n",
       " 'passively': ['and'],\n",
       " 'doesn’t': ['get', 'see', 'have', 'have', 'believe'],\n",
       " 'message': ['extremely'],\n",
       " 'extremely': ['aggressively', 'itchy'],\n",
       " 'aggressively': ['you'],\n",
       " 'threaten': ['to'],\n",
       " 'without': ['ever'],\n",
       " 'actually': ['leaving'],\n",
       " 'leaving': ['because'],\n",
       " 'old': ['and', 'as', 'chinese', 'chinese', 'asian', 'and', 'when'],\n",
       " 'late': ['to'],\n",
       " 'new': ['man', 'world'],\n",
       " 'start': ['the', 'all', 'watching'],\n",
       " 'manipulation': ['cycle'],\n",
       " 'cycle': ['all'],\n",
       " 'again': ['so', 'and', 'it’s', 'but', 'because'],\n",
       " '“i’m': ['just', 'gonna', 'just'],\n",
       " 'stick': ['with', 'your'],\n",
       " 'focus': ['on'],\n",
       " 'trapping': ['this'],\n",
       " 'nag': ['the'],\n",
       " 'outta': ['him', 'nowhere'],\n",
       " 'becomes': ['weak'],\n",
       " 'weak': ['and'],\n",
       " 'caves': ['in'],\n",
       " 'gets': ['fed', 'very'],\n",
       " 'fed': ['up'],\n",
       " '“shut': ['the'],\n",
       " 'fine': ['will', 'by'],\n",
       " 'marry': ['me”', 'him'],\n",
       " 'me”': ['and', 'and'],\n",
       " 'always': ['like', 'very', 'feel', 'catch', 'means', 'tell', 'wanted'],\n",
       " 'proposed”': ['“it'],\n",
       " '“it': ['came'],\n",
       " 'nowhere': ['and', 'and'],\n",
       " 'look': ['he', 'at', 'in', 'on', 'like', 'me', 'forward', 'like', 'like'],\n",
       " 'exact': ['ring'],\n",
       " 'ring': ['i'],\n",
       " 'wanted': ['how', 'to…', 'him', 'i’m'],\n",
       " 'maybe': ['he', 'you’ll', 'because'],\n",
       " 'pinterest': ['page', 'page…'],\n",
       " 'page': ['or'],\n",
       " 'something…': ['that'],\n",
       " 'sent': ['to'],\n",
       " 'best': ['friend', 'you'],\n",
       " 'friend': ['that'],\n",
       " 'send': ['to'],\n",
       " 'day”': ['let'],\n",
       " 'page…': ['he’s'],\n",
       " 'pinterested': ['in'],\n",
       " 'engaged': ['on'],\n",
       " 'saturday': ['i'],\n",
       " 'bought': ['my', 'me', 'our'],\n",
       " 'dress': ['the'],\n",
       " 'following': ['tuesday…'],\n",
       " 'tuesday…': ['because'],\n",
       " 'tried': ['it', 'to', 'to'],\n",
       " 'ready': ['i'],\n",
       " 'ripe': ['i'],\n",
       " 'rotten': ['i', 'i'],\n",
       " 'banana': ['bread'],\n",
       " 'surprised': ['at'],\n",
       " 'offstage': ['with'],\n",
       " 'completely': ['different'],\n",
       " 'you–': ['like', 'that'],\n",
       " 'recognize': ['my', 'your'],\n",
       " 'personality': ['at'],\n",
       " 'soft': ['and', 'serve'],\n",
       " 'nurturing': ['and'],\n",
       " 'domestic': ['we’ve'],\n",
       " 'we’ve': ['been'],\n",
       " 'i’ve': ['packed', 'been', 'been', 'asked', 'picked', 'been'],\n",
       " 'packed': ['his'],\n",
       " 'lunch': ['every'],\n",
       " 'single': ['day', 'night'],\n",
       " 'he’d': ['become'],\n",
       " 'become': ['dependent', 'the', 'a', 'this', 'some'],\n",
       " 'dependent': ['on'],\n",
       " 'graduated': ['from', 'from'],\n",
       " 'feed': ['him'],\n",
       " 'goodness': ['of'],\n",
       " 'heart': ['i'],\n",
       " 'investment': ['in'],\n",
       " 'financial': ['future'],\n",
       " 'reading': ['that'],\n",
       " 'book': ['by', 'that', 'is'],\n",
       " 'sheryl': ['sandberg', 'sandberg'],\n",
       " 'sandberg': ['she’s', 'that'],\n",
       " 'she’s': ['the', 'retired”i', 'waiting', 'timing', 'busy', 'got', 'from'],\n",
       " 'coo': ['of'],\n",
       " 'facebook': ['and'],\n",
       " 'wrote': ['that', 'lean'],\n",
       " 'riled': ['up'],\n",
       " 'careers': ['talking'],\n",
       " 'talking': ['about', 'about', 'about'],\n",
       " 'should': ['challenge', 'not'],\n",
       " 'challenge': ['ourselves'],\n",
       " 'ourselves': ['to'],\n",
       " 'sit': ['at'],\n",
       " 'table': ['and', 'and'],\n",
       " 'rise': ['to'],\n",
       " 'top': ['and'],\n",
       " 'lean': ['in', 'in', 'in'],\n",
       " 'lie': ['down', 'the'],\n",
       " 'want': ['to',\n",
       "  'they',\n",
       "  'their–',\n",
       "  'to',\n",
       "  'my',\n",
       "  'noah',\n",
       "  'i',\n",
       "  'for',\n",
       "  'to',\n",
       "  'your'],\n",
       " 'feminism': ['is'],\n",
       " 'job': ['used', 'we', 'at', 'most'],\n",
       " 'used': ['to', 'to', 'it'],\n",
       " 'smart': ['thing'],\n",
       " 'continue': ['playing'],\n",
       " 'dumb': ['for', 'women'],\n",
       " 'century': ['and', 'more'],\n",
       " '“we’re': ['dumb', 'not'],\n",
       " 'guess': ['we', 'who'],\n",
       " 'stay': ['at', 'that’s'],\n",
       " 'snacks': ['and'],\n",
       " 'watch': ['ellen”', 'property', 'when', 'the'],\n",
       " 'ellen”': ['“‘cause'],\n",
       " '“‘cause': ['we’re'],\n",
       " 'stupid': ['to'],\n",
       " 'real': ['responsibility”', 'boss', 'miracle'],\n",
       " 'responsibility”': ['and'],\n",
       " '“we': ['could'],\n",
       " 'anything”': ['“bitch'],\n",
       " '“bitch': ['shut'],\n",
       " 'up”': ['“don’t', 'and'],\n",
       " '“don’t': ['tell'],\n",
       " 'secret”': ['they'],\n",
       " 'ruined': ['it'],\n",
       " 'expected': ['to'],\n",
       " 'hear': ['the', 'my', 'that'],\n",
       " 'phrase': ['“doubleincome', '“black'],\n",
       " '“doubleincome': ['household”'],\n",
       " 'household”': ['i'],\n",
       " 'upset': ['with'],\n",
       " 'comments': ['and'],\n",
       " '“but': ['ali', 'what'],\n",
       " 'options': ['now”', 'when'],\n",
       " 'now”': ['oh'],\n",
       " 'free': ['unscheduled', 'to', 'activity'],\n",
       " 'unscheduled': ['unsupervised'],\n",
       " 'unsupervised': ['and'],\n",
       " 'most': ['importantly', 'strongheaded', 'in', 'likely', 'of', 'of', 'women'],\n",
       " 'importantly': ['sponsored'],\n",
       " 'sponsored': ['do'],\n",
       " 'shittier': ['food'],\n",
       " 'food': ['tastes'],\n",
       " 'earn': ['ita'],\n",
       " 'ita': ['lot'],\n",
       " 'walk': ['around'],\n",
       " 'they’ll': ['get', 'be', 'get', 'be'],\n",
       " 'judgmental': ['about'],\n",
       " 'housewives': ['that', 'they', 'get', 'they', 'are', 'they'],\n",
       " 'street': ['and'],\n",
       " '“look': ['at'],\n",
       " 'housewife': ['not', 'just', 'she’s', 'financially'],\n",
       " 'walking': ['around', 'like'],\n",
       " 'massages': ['in'],\n",
       " 'lululemon': ['pants”'],\n",
       " 'pants”': ['i’m'],\n",
       " '“that': ['bitch'],\n",
       " 'bitch': ['is', 'had'],\n",
       " 'genius”': ['“she’s'],\n",
       " '“she’s': ['not'],\n",
       " 'retired”i': ['do'],\n",
       " 'write': ['for'],\n",
       " 'fresh': ['off', 'off'],\n",
       " 'boat': ['on', 'i'],\n",
       " 'abc': ['yeah'],\n",
       " 'is…': ['it’s'],\n",
       " 'great': ['show', 'writing', 'dad'],\n",
       " 'coworkers': ['it’s', 'blow', 'blow', 'and'],\n",
       " 'writing': ['staff', 'job'],\n",
       " 'terms': ['of'],\n",
       " 'jobs': ['it’s'],\n",
       " 'still': ['gotta', 'here'],\n",
       " 'office': ['every', 'every', 'housewives', 'toilet'],\n",
       " 'skin': ['to', 'every'],\n",
       " 'seat': ['they'],\n",
       " 'use': ['that', 'that', 'the'],\n",
       " 'toilet': ['paper',\n",
       "  'paper',\n",
       "  'paper',\n",
       "  'paper',\n",
       "  'paper',\n",
       "  'and',\n",
       "  'i',\n",
       "  'the',\n",
       "  'and'],\n",
       " 'paper': ['cover', 'that', 'that', 'that’s', 'two'],\n",
       " 'cover': ['they'],\n",
       " 'gotta…': ['…ten'],\n",
       " '…ten': ['times'],\n",
       " 'times': ['a'],\n",
       " 'day…': ['like'],\n",
       " 'sadass': ['meal'],\n",
       " 'meal': ['they'],\n",
       " 'oneply': ['toilet'],\n",
       " 'purposely': ['make'],\n",
       " 'difficult': ['to'],\n",
       " 'pull': ['out'],\n",
       " 'try': ['to', 'to', 'to', 'to', 'to'],\n",
       " 'ration': ['me'],\n",
       " 'communist': ['toilet'],\n",
       " 'effective': ['it'],\n",
       " 'dehydrates': ['your'],\n",
       " 'wiping': ['your', 'at', 'and'],\n",
       " 'desert': ['i'],\n",
       " 'literally': ['spat', 'trying'],\n",
       " 'spat': ['on'],\n",
       " 'days': ['ago', 'out', 'he', 'i'],\n",
       " 'ago': ['to'],\n",
       " 'macgyver': ['baby'],\n",
       " 'baby': ['wipe',\n",
       "  'they’ll',\n",
       "  'that',\n",
       "  'and',\n",
       "  'comes',\n",
       "  'hasn’t',\n",
       "  'can',\n",
       "  'can',\n",
       "  'from'],\n",
       " 'wipe': ['to'],\n",
       " 'moisten': ['it'],\n",
       " 'backfired': ['’cause'],\n",
       " 'fingers': ['broke',\n",
       "  'oh',\n",
       "  'afterwards',\n",
       "  'when',\n",
       "  'housewives',\n",
       "  'when',\n",
       "  'when',\n",
       "  'are',\n",
       "  'like'],\n",
       " 'broke': ['through', 'up'],\n",
       " 'digitally': ['stimulated'],\n",
       " 'stimulated': ['more'],\n",
       " 'doo': ['doo',\n",
       "  'to',\n",
       "  'doo',\n",
       "  'all',\n",
       "  'doo',\n",
       "  'comes',\n",
       "  'doo',\n",
       "  'comes',\n",
       "  'doo',\n",
       "  'on'],\n",
       " 'finish': ['wiping', 'wiping', 'i', 'it’s'],\n",
       " 'rushed': ['’cause'],\n",
       " 'paranoid': ['that'],\n",
       " 'coworker’s': ['gonna'],\n",
       " 'shoes': ['underneath', 'it’s'],\n",
       " 'underneath': ['the', 'the'],\n",
       " 'stall': ['and'],\n",
       " 'courtney’s': ['listening'],\n",
       " 'listening': ['she’s'],\n",
       " 'waiting': ['she’s', 'for'],\n",
       " 'timing': ['me”'],\n",
       " 'hurry': ['hurry', 'hurry', 'and', 'the'],\n",
       " 'feels': ['caked'],\n",
       " 'caked': ['in'],\n",
       " 'long': ['and', 'they'],\n",
       " 'dare': ['scratch', 'you'],\n",
       " 'scratch': ['yourself',\n",
       "  'on',\n",
       "  'myself',\n",
       "  'and',\n",
       "  'sniff',\n",
       "  '“what’s',\n",
       "  'yourself'],\n",
       " 'yourself': ['your', 'do', 'all'],\n",
       " 'underwear': ['at', 'and'],\n",
       " 'end': ['of'],\n",
       " 'looks': ['like'],\n",
       " 'goonies': ['housewives'],\n",
       " 'muffle': ['their'],\n",
       " 'worry': ['about', '’cause'],\n",
       " 'velocity': ['with'],\n",
       " 'squeeze': ['the'],\n",
       " 'cheeks': ['together'],\n",
       " 'sure': ['that', 'that', 'all'],\n",
       " 'slow': ['and'],\n",
       " 'steady': ['pace'],\n",
       " 'pace': ['so'],\n",
       " 'unpredictable': ['noise'],\n",
       " 'noise': ['suddenly'],\n",
       " 'suddenly': ['escapes'],\n",
       " 'escapes': ['and'],\n",
       " 'brings': ['you'],\n",
       " 'deep': ['deep', 'shame'],\n",
       " 'shame': ['housewives', 'your', 'they’re'],\n",
       " 'blow': ['ass', 'ass', 'ass', 'a'],\n",
       " 'echo': ['and'],\n",
       " 'reverberate': ['to'],\n",
       " 'ends': ['of'],\n",
       " 'hallways': ['while'],\n",
       " 'while': ['watching', 'it', 'i', 'i'],\n",
       " 'watching': ['as', 'porn', 'porn'],\n",
       " 'netflix': ['on'],\n",
       " 'ipad': ['as'],\n",
       " 'boring': ['repressed'],\n",
       " 'repressed': ['shits'],\n",
       " 'shits': ['they'],\n",
       " 'listen': ['to'],\n",
       " 'podcasts': ['planet'],\n",
       " 'planet': ['money'],\n",
       " ...}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create a dictionary for Ali's comedy routine\n",
    "ali_dict = markov_chain(ali_text)\n",
    "ali_dict"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- here we want to keep the duplicates since that will tell us that this word has a higher probability to be spoken next"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['ladies', 'and', 'gentlemen', 'please', 'welcome', 'to', 'the', 'stage', 'ali', 'wong', 'hi', 'hello', 'thank', 'you', 'for', 'coming', 'we', 'are', 'gonna', 'have', 'get', 'this', 'shit', 'over', 'with', '’cause', 'i', 'pee', 'in', 'like', 'ten', 'minutes', 'but', 'everybody', 'so', 'much', 'um…', 'it’s', 'a', 'very', 'exciting', 'day', 'me', 'been', 'year', 'turned', '', 'yes', 'five', 'people', 'appreciate', 'that', 'uh', 'can', 'tell', 'i’m', 'getting', 'older', 'because', 'now', 'when', 'see', 'an', 'girl', 'my', 'automatic', 'thought…', 'is', '“fuck', 'you”', 'don’t', 'even', 'know', 'fuck', '‘cause', 'straight', 'up', 'jealous', 'first', 'foremost', 'of', 'their', 'metabolism', 'girls', 'they', 'could', 'just', 'eat', 'then', 'take', 'sixpack', 'right', 'got', 'thatthat', 'beautiful', 'inner', 'thigh', 'clearance', 'where', 'put', 'feet', 'together', 'there’s', 'huge', 'gap', 'here', 'light', 'potential', 'radiating', 'throughand', 'go', 'sleep', 'insomnia', 'yet', 'what', 'ambien', 'or', 'download', 'meditation', 'oasis', 'podcast', 'calm', 'chatter', 'regret', 'resentment', 'towards', 'your', 'family', 'cluttering', 'mind', 'whole', 'lives', 'ahead', 'them', 'hpv', 'peace', 'at', 'night', 'has', 'ok', 'it', 'come', 'out', 'already', 'if', 'you’re', 'fucking', 'loser', 'all', 'that’s', 'says', 'about', 'lot', 'men', 'undetectable', 'really', 'fucked', 'ghost', 'inside', 'men’s', 'bodies', '“boo”', 'women’s', 'doctor', 'told', 'one', 'two', 'strains', 'either', 'kind', 'turn', 'into', 'cervical', 'cancer…', '…or', 'body', 'will', 'heal', 'itself', 'helpful', 'basically', 'die…', 'presence', 'wolverine', 'bitches', 'we’ll', 'find', 'um', 'also', 'kindle', 'turning', 'selfhelp', 'library', 'not', 'interested', 'books', 'fifty', 'shades', 'grey', 'lifechanging', 'magic', 'tidying', 'how', 'declutter', 'home', 'achieve', 'optimum', 'level', 'success', 'around', 'horrible', 'person', 'happy', 'am', 'help', 'tony', 'robbins', 'mei', 'hoarding', 'problem', 'which', 'hoping', 'center', 'other', 'problems', 'goes', 'away', 'disappear', 'mom', 'from', 'third', 'world', 'country', 'she', 'taught', 'never', 'throw', 'anything', 'dictator’s', 'overtake', 'snatch', 'wealth', 'better', 'hold', 'onto', 'retainer', 'grade', 'might', 'handy', 'as', 'shovel', 'busy', 'stuffing', 'gold', 'butt', 'running', 'communiststhe', 'last', 'time', 'was', 'san', 'francisco', 'trying', 'her', 'rid', 'ever', 'do', 'worst', 'experience', 'life', 'emotional', 'were', 'screaming', 'fighting', 'yelling', 'came', 'climax', 'refused', 'let', 'texas', 'instruments', '…', 'manual', 'know…', 'calculator', 'those', 'under', 'probably', 'bamboozled', 'generation', 'required', 'buy', 'eight', 'cost', 'thought', 'judy', 'jetson’s', 'laptop', 'future', 'graph', 'tesla', '“you', 'need', 'this”', '“but…', 'clean', 'die”', '“and', 'be', 'procrastinator', 'anymore', 'according', 'deepakoprah', 'way', 'success”', 'grew', 'past', 'married', 'yeah', 'man', 'who', 'lucky', 'guy', 'he', 'gave', 'something', 'him', 'forever', 'no', 'before', 'dated', 'losers', 'lots', 'skaters', 'wanna', 'grownass', 'woman', 'stop', 'dating', 'unless', 'wake', 'on', 'mattress', 'kitchen', 'they’re', 'sexy', 'outside', 'malt', 'liquor', 'husband', 'met', 'wedding', 'he’s–', 'he’s', 'looking', 'than', 'league', 'saw', '“oh', 'god', 'that”', 'thing', 'learned', 'attending', 'harvard', 'business', 'school', 'trap', 'his', 'ass”', '“going', 'trapped', 'ass', 'initially', 'by', 'kissing', 'until', 'fifth', 'date', 'unusual', 'move', 'part', 'did', 'purpose', 'knew', 'catch', '“all', 'gotta', 'make', 'dude', 'believe', 'secret', 'garden”', 'public', 'park…', '…that', 'hosted', 'many', 'reggae', 'fests…', '…and', 'accidentally', 'let…', 'homeless', 'hipsters', 'store', 'urban', 'outfitters', 'made', 'things', 'confusing…', 'hipster', 'beard', 'fashion', 'warmth', 'happened', 'to…', 'living', 'there', 'broad', 'daylight', 'had', 'had…', 'chemistry', '“hey', 'wassup”', '“wassup”', 'we–', 'next', 'back', 'volvo', 'after', 'done', 'drop', 'off”', '“where”', '“at', 'park”', 'dropped', 'off', 'golden', 'gate', 'park', 'watched', 'run', 'middle', 'friends', 'no”', '“i', 'again”', 'asian', 'shocked', 'usually', 'asianamerican', 'women', 'wear', 'these', 'kinda', 'glasses', 'opinions', 'white', 'dudes', 'any', 'neighborhood', 'major', 'city', 'america', 'yoko', 'ono', 'factory', 'it’s…', 'too', 'what’s', 'wrong', 'being', 'feel', 'very…', 'picturesque', 'wes', 'anderson', 'movie', 'teach', 'cool', 'stuff', 'voting', 'recycling', 'disturbing', 'documentaries', 'introduce', 'hot', 'hookin’', 'mean', 'nothing', 'makes', 'more', 'powerful', 'eats', 'pussy', 'oh', 'absorbing', 'privilege', 'entitlement…', '…you', 'through', 'money', 'hole', 'just…', 'vulnerable', 'down', 'crush', 'head', 'moment', 'kill', 'brains', 'colonize', 'colonizer”', 'knowbut', 'think', 'marriage', 'nice', 'somebody', 'own', 'race', 'advantage', 'home…', 'racist', 'say', 'whatever', 'explain', 'halffilipino', 'halfjapanese', 'halfchinese', 'halfvietnamese', 'spend', 'percent', 'our', 'shitting', 'korean', 'amazing', 'love', 'built', 'knowmy', 'boyfriend', 'cuban', 'would', 'mexican', '“hold', 'guys', 'aren’t', 'mexican”', 'underrated', 'why', 'sexiest', 'hair', 'neck', 'making', 'dolphin', 'smooth', 'slip', 'slide', 'black', 'fish', 'tilikum', 'bed', 'every', 'oohwee', 'mess', 'jewish', 'afterwards', 'red', 'inflamed', 'ask', 'exfoliated', 'today”', '“this', 'jdate', 'loofah', 'thanks', 'rug', 'burn', 'avi”', 'odor', 'none', 'smell', 'responsibility', 'umami', 'flavor', 'comes', 'fromi', 'unspoken', 'understanding', 'between', 'each', 'we’re', 'both', 'halffancy', 'asian…', 'halfjungle', 'difference', 'fancy', 'asians', 'chinese', 'japanese', 'host', 'olympics', 'jungle', 'diseases', 'different', 'east', 'coast', 'going', 'private', 'playing', 'lacrosse', 'learning', 'latin', 'chess', 'rugby', 'filipino', 'carlton', 'didn’t', 'vietnamese', 'dates', 'took', 'restaurant', 'west', 'side', 'los', 'angeles', 'called', 'pho', 'show', '“it’s', 'authentic', 'read', 'yelp”', 'ok”', 'name', 'number', 'second', 'bathroom', 'legit', 'double', 'supply', 'closet', 'gallons', 'bleach', 'atm', 'machine', 'grandma', 'glaucoma', 'napping', 'corner', 'wait', 'staff', 'leave', 'deaf', 'emotionally', 'abused', 'total', 'big', 'hippies', 'backpack', 'southeast', 'asia', 'yoga', 'ayahuasca', 'ceremonies', 'silent', 'retreats', 'pay', 'shut', 'weekend', 'glutenfree', 'means', 'bread', 'tastes', 'freerange', 'chewbacca', 'lesbian', 'like…', '…a', 'thousand', 'daily', 'fiber…', 'spoken', 'word', 'poetry', 'queef', 'shitty', 'poem', 'about…', '…supporting', 'caitlyn', 'jenner', 'funny', 'sometimes', 'hippydippy', 'do…', 'doing', 'impression', 'scrolls', 'wall…', 'neither', 'us', 'seems', 'well', 'buddha', 'piggy', 'bank', 'pier', 'imports', 'providing', 'some', 'good', 'feng', 'shui', 'house', 'four', 'years', 'i–', 'sneaking', 'suspicion', 'propose…', 'because…', 'pressuring', 'wacky', 'intuition', 'proposals', 'work', 'incept', 'idea', 'man’s', 'passively', 'doesn’t', 'message', 'extremely', 'aggressively', 'threaten', 'without', 'actually', 'leaving', 'old', 'late', 'new', 'start', 'manipulation', 'cycle', 'again', '“i’m', 'stick', 'focus', 'trapping', 'nag', 'outta', 'becomes', 'weak', 'caves', 'gets', 'fed', '“shut', 'fine', 'marry', 'me”', 'always', 'proposed”', '“it', 'nowhere', 'look', 'exact', 'ring', 'wanted', 'maybe', 'pinterest', 'page', 'something…', 'sent', 'best', 'friend', 'send', 'day”', 'page…', 'pinterested', 'engaged', 'saturday', 'bought', 'dress', 'following', 'tuesday…', 'tried', 'ready', 'ripe', 'rotten', 'banana', 'surprised', 'offstage', 'completely', 'you–', 'recognize', 'personality', 'soft', 'nurturing', 'domestic', 'we’ve', 'i’ve', 'packed', 'lunch', 'single', 'he’d', 'become', 'dependent', 'graduated', 'feed', 'goodness', 'heart', 'investment', 'financial', 'reading', 'book', 'sheryl', 'sandberg', 'she’s', 'coo', 'facebook', 'wrote', 'riled', 'careers', 'talking', 'should', 'challenge', 'ourselves', 'sit', 'table', 'rise', 'top', 'lean', 'lie', 'want', 'feminism', 'job', 'used', 'smart', 'continue', 'dumb', 'century', '“we’re', 'guess', 'stay', 'snacks', 'watch', 'ellen”', '“‘cause', 'stupid', 'real', 'responsibility”', '“we', 'anything”', '“bitch', 'up”', '“don’t', 'secret”', 'ruined', 'expected', 'hear', 'phrase', '“doubleincome', 'household”', 'upset', 'comments', '“but', 'options', 'now”', 'free', 'unscheduled', 'unsupervised', 'most', 'importantly', 'sponsored', 'shittier', 'food', 'earn', 'ita', 'walk', 'they’ll', 'judgmental', 'housewives', 'street', '“look', 'housewife', 'walking', 'massages', 'lululemon', 'pants”', '“that', 'bitch', 'genius”', '“she’s', 'retired”i', 'write', 'fresh', 'boat', 'abc', 'is…', 'great', 'coworkers', 'writing', 'terms', 'jobs', 'still', 'office', 'skin', 'seat', 'use', 'toilet', 'paper', 'cover', 'gotta…', '…ten', 'times', 'day…', 'sadass', 'meal', 'oneply', 'purposely', 'difficult', 'pull', 'try', 'ration', 'communist', 'effective', 'dehydrates', 'wiping', 'desert', 'literally', 'spat', 'days', 'ago', 'macgyver', 'baby', 'wipe', 'moisten', 'backfired', 'fingers', 'broke', 'digitally', 'stimulated', 'doo', 'finish', 'rushed', 'paranoid', 'coworker’s', 'shoes', 'underneath', 'stall', 'courtney’s', 'listening', 'waiting', 'timing', 'hurry', 'feels', 'caked', 'long', 'dare', 'scratch', 'yourself', 'underwear', 'end', 'looks', 'goonies', 'muffle', 'worry', 'velocity', 'squeeze', 'cheeks', 'sure', 'slow', 'steady', 'pace', 'unpredictable', 'noise', 'suddenly', 'escapes', 'brings', 'deep', 'shame', 'blow', 'echo', 'reverberate', 'ends', 'hallways', 'while', 'watching', 'netflix', 'ipad', 'boring', 'repressed', 'shits', 'listen', 'podcasts', 'planet', 'wantyou', 'it’s–', 'distracting', 'lose', 'respect', 'holds', 'sort', 'credence', 'heard', 'nerve', 'time”', 'bananas”', 'green', 'ballet', 'flats', 'together”', 'fatherinlaw', 'sitdown', 'recently', 'talk', 'provide', 'children', 'same', 'privileged', 'childhood', 'had”', '“why', 'telling', 'conversation', 'son', 'understand', 'earning', 'else', 'choose', 'rest', 'chose', 'promise', 'early', 'retirement', 'said', '‘i', 'do’', 'meant', '‘oh', 'done”', 'dieting', 'since', 'eating', 'fried', 'chicken', 'fulfilling', 'destiny', 'circle', 'eyelashes', 'mrs', 'pacman', 'let’s', 'redecoratei', 'myself', 'a–', 'disgusting', 'pervert', 'gross', 'filthy', 'animal', 'started', 'porn', 'young', 'age', 'happens', 'that…', 'yyou', 'sicker', 'images', 'crave', 'internet', 'youi', '“uh', 'idiot', 'realize', 'went', 'craigslist…', 'posted', '‘tiny', 'female', 'seeking', 'anal…’', 'crash”', 'male', 'heads', 'universe', 'simultaneously', 'explode”', 'explode', 'freaked', 'anal', 'scared', 'of–', 'pain”', 'ain’t', 'pain', 'wax', 'eyebrows', 'sorts', 'crazy', 'dick', 'evil', 'secrets', 'lies', 'sephora', 'can’t', 'puts', 'thinking', 'butt”', 'call', 'dad', 'dave', 'grandma”', 'you’re–', 'eventually', 'change', 'cheat', 'keep', 'interesting', 'holes', 'you’ll', 'sexually', 'active', 'result', 'little', 'bit…', '…stretched', 'finally', 'felt', 'chance', '♪', 'magical', 'fantasy', 'mine', 'possible', 'discover', 'prostate', 'conqueror', 'haven’t', 'treat', 'tonight', 'only', 'live', 'once', 'yolo', 'sneak', 'your–', 'give', 'little–', 'pushpush', 'tushtush', 'atari', 'resistance', '“no', 'don’t–', 'squirmy', 'wormy', 'thumb', 'succeed', 'gay', 'fear', 'turns', 'especially', 'metamorphosizes', 'pleasure', 'eye', 'discovered', 'nirvana', 'lady', 'clit', 'eyes', 'lord', 'rim', 'unfortunately', 'freaky', 'when–', 'asked', 'spank', 'does', 'hey', 'right”', '“yes', 'abuse', 'strongheaded', 'loudmouthed', 'ceos', 'roughed', 'their–', 'wants', 'some–', 'control', 'risk', 'die', 'just–', 'choke', 'enough', 'tired', 'boss', 'bedroom', 'motherfucker', 'such', 'impact', 'ban', '“bossy”', 'elementary', 'schools', 'sexist', 'boys', 'bossy', 'instead', 'saying', '“you’re', 'bossy”', 'supposed', 'executive', 'leadership', 'skills”', 'roundabout', 'cunt”', 'financially', 'certain', 'point', 'couple', 'comfortably', 'afford', 'sliced', 'mango', 'foods', 'income', 'bracket', 'striving', 'you’ve', 'named', 'noah', 'mango…', '…rebecca', 'kiwi', 'danielle', 'pineapple', 'able', 'stroll', 'sidewalk', 'quarter', 'princess', 'useful', 'advice', 'brothers', 'sisters', 'paintballing', 'vietnam', 'veteran', 'seven', 'half', 'months', 'pregnant', 'rare', 'comic', 'perform', 'comics…', 'there’s–', 'generally', 'case', 'comics', 'week', '“guys', 'baby’s', 'piece', 'annoying', 'boring”', 'dads', 'audience', '“that’s', 'hilarious', 'identify”', 'fame', 'swells', 'relatable', 'sudden', 'meanwhile', 'chapping', 'nipples', 'feeding', 'wearing', 'frozen', 'diaper', 'needs', 'shredding', 'happen', 'standup', 'successful', 'famous', 'discouraged', 'having', 'kid', '“ali', 'become–', 'lame', 'stayathome', 'mom”', '“yeah', 'dream”', 'ultimate', 'won', 'knowanother', 'discouraging', 'travel', 'attached”', 'cool…', 'dies”', 'definitely', 'therefore', 'guaranteed', 'billion', 'turtle', 'galapagos', '“black', 'crack”', 'bad', 'drivers', 'invincible', 'am”', '“imma', 'left', 'hand', 'signal', 'ignore', 'completely”', 'turn–', 'changed', 'uturn”', 'oturn”', 'car', 'accident…', '…i’m', 'hide', 'face', 'embarrassing', 'toyota', 'corolla', 'bear', 'claw', 'aggressive', 'brick', 'wall', 'hood', 'multiple', 'prints', 'pedestrians', 'alert', 'existence', 'company', 'lonely', 'full', 'blown', 'midlife', 'crisis', 'knows', 'dead', 'kidding', 'rush', 'hour', 'isn’t', 'support', 'recycles', 'recycle…', 'bald…', 'shit”', 'activity', 'bigass', 'v', 'stiviano', 'visor', 'darth', 'vadertomb', 'raider', 'boba', 'fett', 'helmet', 'protect', 'themselves', 'archnemesis', 'sun', 'contest', 'who’s', 'tupac', 'biggie', 'longevity', 'decided', 'technically', 'highrisk', 'starting', 'signs', 'it–', 'and…', '…my', 'wet', 'demoralizing', 'remember', 'sopping', 'granted', 'reach', 'pants', 'given', 'sign', 'snailtrail', 'juicy', 'bubble', 'wand', 'slime', 'ghostbusters”', 'mother', 'i’m–', 'bit', 'science', 'involved', 'likely', 'fault', 'ate', 'plan', 'b', 'skittles', 'uterus', 'looked', 'smoker’s', 'lung', 'found', 'progesterone', 'levels', 'alarmingly', 'low', 'hormone', 'pills', 'suppositories', 'push', 'pop', 'storyboarding', 'front', 'pill', 'inevitably', 'dissolve', 'melt', 'act', 'everything', 'clearly', 'effect', 'itchy', 'ways', 'discretely', 'conference', 'resist', 'urge', 'immediately', 'goddamn', 'sniff', 'vacuum', 'sandwich', 'mmm”', 'property', '“what’s', 'crackin’', '“when', 'to…”', '“…smell', 'fingers”', 'nature', 'urgently', 'curious', 'check', 'funky', 'webmd', 'doin’', 'fuckin’”', 'that’s–', 'in–', 'clinical', 'ovulation', 'strips', 'eggs', 'droppin’', 'tells', 'easter', 'month', 'fuckin’', 'save', 'sperm', 'pentup', 'angry', 'rapey', '‘release', 'kraken”', 'bunch', 'refugees', 'escaping', 'dictatorship', 'wouldn’t', 'sex', 'smiley', 'strip', 'i’d', '“ok', 'close', 'closes', 'during', 'ecstasy', 'that–', 'image', 'project', 'latina', 'lesbians', 'earlier', 'redtube', 'eyelids', 'expression', '“please', 'indication', 'universal', 'stupidass', 'face…', '…where', 'zombie', 'intention', 'jump', 'twerk', 'him…', 'atlanta', 'upside', 'afterwards…', 'nectar', 'drain', 'grateful', 'be…', 'far', 'along', 'miscarriage', 'common', 'flip', 'dark', 'terrible', 'plenty', 'super', 'wish', 'mom–', 'losing', 'pair', 'whatevs', 'reason', 'sixweek', 'sonogram', 'sacks', 'twins”', '“no”', 'heartbeat”', '“yes”', '“the', 'mysterious”', 'size', 'poppy', 'seeds', 'picked', 'boogers', 'larger', 'twins', 'lost', 'won’t', 'husbands', 'sat', 'look”', 'thing”', 'leverage', 'held', 'beyoncé', 'bike', 'craigslist', 'giving', 'childbirth', 'though', 'hire', 'doula', 'hippie', 'witch…', 'blows', 'quinoa', 'keyser', 'söze', 'freak', 'poop', 'table”', 'forward', 'it”', 'backed', 'holding', 'cleanse', 'sense', 'labor', 'assist', 'lifting', 'leg', 'subsequently', 'serve', 'lever', 'floor', 'boom', 'miracle', 'child', 'its', 'toll', 'hasn’t', 'resentful', 'asks', 'wash', 'dishes”', '“can', 'water', 'plants”', 'jack', 'makin’', 'eyeball', 'foot', 'channel”', 'standard', 'society', 'takes', 'considered', 'praise', 'doctor’s', 'appointments', 'supportive”', 'star', 'camera', 'hero', 'candy', 'blood', 'drawn', 'mushrooms', 'mommy', 'berate', 'basis', 'partially', 'mad', 'mostly', 'survival', 'leaves', 'chip', 'selfesteem', 'basis…', 'worthy', 'another', 'woman’s', 'affection', 'keeping', 'bullseye', 'easier', 'big–', 'owe', 'whoppers', 'naked', 'minion', 'tries', 'shape', 'hopefully', 'nude', 'scene', 'television', 'commend', 'courageous', 'pussy’s', 'different”', 'my–', 'body’s', 'secreting', 'mucus', 'bacteria', 'attacking', 'soldier', 'glue', 'neosporin', 'previously', 'meet', 'dream', 'handsome', 'worked', 'hard', 'propose', 'dreams', 'true', 'weeks', 'escrow', 'process', 'harvardeducated', 'debt', 'hardearned', 'tv', 'paid', 'bamboozle', 'epicenter', 'whitecollar', 'crime', 'enron’d', 'performing'])"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ali_dict.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_values([['and', 'go', 'who', 'they', 'and', 'who'], ['gentlemen', 'foremost', 'then', 'have', 'there’s', 'resentment', 'get', 'get', 'says', 'my', 'she', 'snatch', 'running', 'fighting', 'yelling', 'it', 'everybody', 'my', 'she', 'i', 'uh', 'i', 'i', 'the', 'i', 'i', 'i', 'we', 'we–', 'then', 'i', 'watched', 'i', 'have', 'that', 'you', 'recycling', 'disturbing', 'it’s', 'all', 'just…', 'then', 'be', 'halfvietnamese', 'we', 'his', 'i', 'slide', 'your', 'inflamed', 'you’re', 'then', 'i', 'halfjapanese', 'i’m', 'halfvietnamese', 'playing', 'rugby', 'on', 'foremost', 'a', 'the', 'emotionally', 'i', '', 'so', 'neither', 'i', 'i–', 'then', 'it’s', 'find', 'start', 'just', 'caves', 'gets', 'is', 'then', 'look', 'like', 'very', 'for', 'i', 'she', 'rise', 'her', 'be', 'eat', 'watch', 'then', 'be', 'now', 'they’re', 'most', 'they’ll', 'in', 'then', 'digitally', 'then', 'you', 'you’re', 'then', 'then', 'then', 'then', 'steady', 'brings', 'let', 'reverberate', 'say', 'my', 'he', 'when', 'i’m', 'just', 'i', 'what', 'sicker', 'sicker', 'sicker', 'sicker', 'posted', 'they’re', 'that’s', 'lies', 'as', 'treat', 'you’ll', 'succeed', 'they', 'i', 'you', 'it’s', 'then', 'that’s', 'be', 'i’m', 'i', 'just', 'sisters', 'a', 'unusual', 'they’ll', 'boring”', 'all', 'their', 'wearing', 'famous', 'they', 'you’re', 'just', 'therefore', 'you', 'ignore', 'then', 'she', 'when', 'the', 'biggie', 'it–', 'it', 'your', 'there', 'i', 'a', 'i', 'push', 'then', 'then', 'melt', 'i', 'then', 'then', 'sniff', 'i', 'you’ve', 'i', 'outside', 'as', 'rapey', 'they', 'um…', 'most', 'see', 'i’d', 'i', 'he', 'instead', 'then', 'then', 'remember', 'then', 'hold', 'i', 'do', 'then', 'to', 'a', 'a', 'terrible', 'i', 'when', 'everything', 'the', 'i', 'then', 'i', 'most', 'i', 'he', 'i', 'held', 'got', 'i', 'your', 'just', 'he', 'i', 'it', 'leaves', 'dark', 'then', 'naked', 'a', 'i', 'i', 'my', 'then', 'then', 'recently', 'uh', 'me', 'now', 'a'], ['please'], ['welcome', 'no', 'look'], ['to', 'thank'], ['the', 'get', 'pee', 'sleep', 'sleep', 'have', 'take', 'calm', 'sleep', 'declutter', 'achieve', 'help', 'a', 'let', 'buy', 'clean', 'be', 'deepakoprah', 'achieve', 'a', 'trap', 'date', 'any', 'cool', 'be', 'go', 'say', 'a', 'be', 'do', 'private', 'this', 'see', 'leave', 'private', 'backpack', 'do', 'shut', 'go', 'be', 'do', 'incept', 'leave', 'go', 'my', 'send', 'him', 'be', 'sit', 'the', 'lie', 'women', 'be', 'continue', 'do', 'have', 'show', 'work', 'earn', 'shit', 'seat', 'eat', 'pull', 'ration', 'try', 'make', 'moisten', 'come', 'start', 'you', 'make', 'just', 'the', 'podcasts', 'me', 'come', 'me', 'get', 'work', 'eat', 'tell', 'get', 'you', 'make', 'fuck', 'marry', 'turn', 'youi', 'put', 'do', 'because', 'help', 'show', 'spank', 'abuse', 'be', 'be', 'do', 'her', 'use', 'say', 'like', 'get', 'like', 'the', 'take', 'see', 'think', 'heal', 'me', 'me', 'live', 'die', 'hide', 'alert', 'have', 'keep', 'go', 'be', 'support', 'be', 'the', 'protect', 'see', 'have', 'show', 'be', 'get', 'get', 'take', 'act', 'find', 'discretely', 'immediately', 'be', 'smell', 'protect', 'see', 'have', 'get', 'save', 'be', 'close', 'shut', 'see', 'finish', 'finish', 'come', 'make', 'be', 'be…', 'be', 'me', 'do', 'do', 'see', 'hire', 'keyser', 'freak', 'freak', 'it”', 'cleanse', 'assist', 'make', 'do', 'be', 'be', 'all', 'all', 'go', 'those', 'see', 'chip', 'keep', 'get', 'protect', 'trap', 'propose', 'me', 'harvard'], ['stage', 'light', 'chatter', 'kind', 'kind', 'presence', 'lifechanging', 'center', 'hoarding', 'hpv', 'country', 'third', 'communiststhe', 'worst', 'manual', 'calculator', 'future', 'tesla', 'manual', 'way', 'lucky', 'outside', 'inside', 'first', 'time', 'fifth', 'next', 'back', 'park”', 'middle', 'money', 'colonizer”', 'advantage', 'time', 'sexiest', 'sexiest', 'neck', 'last', 'rug', 'umami', 'difference', 'fancy', 'chinese', 'japanese', 'east', 'west', 'name', 'bathroom', 'bathroom', 'corner', 'wait', 'wall…', 'fuck', 'house', 'idea', 'man’s', 'message', 'whole', 'shit', 'fuck', 'woman', 'exact', 'following', 'goodness', 'coo', 'table', 'top', 'fuck', 'worst', 'smart', 'next', 'secret”', 'phrase', 'street', 'boat', 'best', 'desert', 'stall', 'end', 'day', 'goonies', 'velocity', 'butt', 'doo', 'toilet', 'ends', 'toilet', 'toilet', 'other', 'nerve', 'same', 'rest', 'promise', 'images', 'internet', 'back', 'internet', 'jewish', 'universe', 'pain”', 'pain', 'pain', 'dick', 'butt', 'tushtush', 'man', 'look', 'man’s', 'first', 'woman', 'lord', 'rim', 'most', 'most', 'woman', 'time', 'boss', 'boss', 'time', 'bedroom', 'boss', 'real', 'word', 'word', 'right', 'point', 'kind', 'case', 'audience', 'mom', 'fucking', 'baby’s', 'dream”', 'point', 'ultimate', 'world', 'rest', 'galapagos', 'phrase', 'women', 'side', 'hood', 'movie', 'park', 'sun', 'sun', 'tupac', 'time', 'time', 'peace', 'boat', 'pill', 'progesterone', 'conference', 'urge', 'hood', 'eggs', 'month', 'kraken”', 'time', 'smiley', 'ovulation', 'time', 'image', 'back', 'expression', 'fuck', 'indication', 'eye', 'shit', 'doctor', 'size', 'twins', 'toilet', 'whole', 'fuck', 'marriage', 'pain', 'table”', 'labor', 'floor', 'love', 'real', 'baby', 'house', 'dishes”', 'plants”', 'channel”', 'star', 'show', 'camera', 'hero', 'baby', 'baby', 'kind', 'baby', 'same', 'escrow', 'one', 'epicenter'], ['ali', 'a'], ['wong', 'you', 'we', 'wong'], ['hi', 'have'], ['hello'], ['welcome', 'hello', 'we'], ['you', 'you', 'you', 'you', 'you'], ['thank', 'for', 'everybody', 'five', 'i', 'but', 'don’t', 'go', 'go', 'don’t', 'a', 'can', 'never', 'better', 'under', 'might', 'die”', 'wanna', 'wanna', 'gotta', 'homeless', 'a', 'drop', 'know', 'go', 'know', 'feel', 'feel', 'know', 'feel', 'know', 'about', 'to', 'know', 'right', 'knowbut', 'get', 'get', 'like', 'don’t', 'knowmy', 'guys', 'know', 'mess', 'guys', 'know', 'can', 'can', 'eat', 'queef', 'know', 'gotta', 'know', 'marry', 'something', 'would', 'don’t', 'know', 'know', 'have', 'could', 'can', 'always', 'hurry', 'never', 'dare', 'know', 'deep', 'don’t', 'not', 'guys', 'guys', 'wanna', 'guys', 'telling', 'tell', 'son', 'start', 'crave', 'realize', 'know…', 'ain’t', 'now', 'have', 'gotta', 'gotta', 'don’t', 'gotta', 'put', 'know', 'haven’t', 'only', 'know', 'stick', 'know', 'just', 'as', 'know', 'ok', 'all', 'know', 'right”', 'respect', 'need', 'know', 'know', 'what', 'be', 'so', 'know', 'know', 'know', 'guys', 'there’s–', 'know', 'gonna', 'just', 'knowanother', 'gonna', 'just', 'want', 'know', 'know', 'remember', 'were', 'just', 'could', 'throw', 'could', 'i', 'ghostbusters”', 'scratch', 'can', 'urgently', '’cause', 'gotta', 'need', 'guys', 'do', 'pee', 'when', 'when', 'to', 'know', 'that–', 'know', 'know', 'know', 'push', 'push', 'push', 'just', 'think', 'boom', 'wash', 'water', 'makin’', 'change', 'know', 'about', 'get', 'know', 'know', 'you', 'owe', 'see', 'know', 'know', 'think'], ['coming', 'coming', 'me', 'me', 'me', 'my', 'fashion', 'warmth', 'marriage', 'them', 'the', 'a', 'the', 'four', 'five', 'five', 'the', 'us', 'fresh', 'but', 'me', 'them', 'his', 'the', 'once', 'the', 'that’s', 'all', 'the', 'me', 'me', 'me', 'a', 'them', 'granted', 'a', 'a', 'me', 'a', '', '', 'coming', 'the', 'playing', 'being', 'doing'], ['hello', 'um…', 'you', 'to', 'true'], ['are', 'were', 'were', 'were', 'had', 'had…', 'had', 'were', 'were', 'spend', 'need', 'both', 'like', 'like', 'do', 'do', 'pay', 'do', 'eat', 'eat', 'eat', 'do…', 'are', 'have', 'got', 'as', 'had', 'could', 'don’t', 'better', 'could', 'have', 'had', 'walk', 'just', 'all', 'don’t', 'live', 'wouldn’t', 'got', 'got', 'bought', 'die'], ['gonna', 'shocked', 'very', 'the', 'the', 'both', 'big', 'white', 'always', 'free', 'you', 'you', 'ceos', 'never', 'like', 'a', 'you', 'you', 'like', 'your', 'droppin’', 'in', 'you'], ['have', 'turn', 'die…', 'overtake', 'have', 'trap', 'propose…', 'stick', 'recognize', 'see', 'be', 'have', 'live', 'tell', 'happen', 'have', 'become–', 'disappear', 'become', 'have', 'before', 'make', 'be', 'recycle…', 'burn', 'be', 'poop', 'be'], ['to', 'to', 'a', 'insomnia', 'to', 'their', 'hpv', 'it', 'hpv', 'hpv', 'one', 'the', 'the', 'a', 'a', 'to', 'a', 'a', 'these', 'done', 'been', 'any', 'so', 'to', 'your', 'to', 'to', 'executive', 'some', 'a', 'a', 'a', 'had', 'children', 'any', 'a', 'to', 'a', 'sex', 'to', 'had', 'to', 'the', 'a'], ['this', 'it', 'it', 'rid', 'it', 'to', 'to', 'to', 'the', 'very', 'very', 'to', 'to', 'my', 'sicker', 'sicker', 'really', 'a', 'a', 'all', 'us', 'to', 'pregnant', 'pregnant', 'up', 'into', 'older', 'as', 'a', 'pregnant', 'pregnant', 'that…', 'my', 'pregnant', 'huge', 'dark', 'big–', 'big', 'all', 'pregnant'], ['shit', 'year', 'doctor', 'shit', 'shit', 'calculator', 'judy', 'shit', 'past', 'past', 'wedding', 'dude', 'guy', 'restaurant', 'restaurant', 'hippydippy', 'sneaking', 'wacky', 'dude', 'dude', 'bitch', 'huge', 'shit', 'conversation', 'is', 'fucking', 'relatable', 'is', 'left', 'red', 'huge', 'aggressive', 'shit”', 'shit', 'far', 'crazy', 'shit', 'dream'], ['over', 'and', 'and', 'around', 'around', 'don’t', 'up', 'is', 'my', 'on', 'like', 'we', 'outta', 'in', 'in', 'in', 'too', 'was', 'together', 'together”', 'i', 'you’re', 'turns', 'it’s', 'you', 'out', 'that', 'over', 'at', 'on', 'around', 'anymore', 'that'], ['with', 'again', 'again', 'by', 'his'], ['’cause', 'the', 'where', 'your', 'all', 'these', 'a', 'a', 'a', 'somebody', 'a', 'glaucoma', 'our', 'this', 'my', 'him', 'him', 'me', 'their', 'the', 'which', 'me', 'the', 'eyelashes', 'my', 'a', 'male', 'your', 'no', 'me', 'it', 'you', 'intention', 'me', 'your', 'my'], ['i', 'it', 'it', 'my', 'you’re', 'when', 'her', 'it’s', 'you', 'i'], ['have', 'turned', 'appreciate', 'can', 'see', 'don’t', 'have', 'have', 'have', 'can', 'turn', 'am', 'turn', 'have', 'was', 'was', 'was', 'do', 'grew', 'also', 'gave', 'dated', 'first', 'saw', 'was', 'learned', 'was', 'trapped', 'did', 'knew', 'was', 'thought', 'was', 'saw', 'was', 'knew', 'was', 'dropped', 'was', 'don’t', 'get', 'mean', 'just', 'could', 'think', 'was', 'don’t', 'go', 'have', 'read', 'was', 'pee', 'need', 'grew', 'are', 'had', 'just', 'had', 'just', 'wanted', 'sent', 'told', 'bought', 'had', 'was', 'was', 'was', 'need', 'was', 'did', 'don’t', 'don’t', 'straight', 'don’t', 'do', 'don’t', 'don’t', 'wanna', 'want', 'think', 'guess', 'hear', 'wanna', 'love', 'love', 'still', 'gotta', 'literally', 'had', 'hear', 'lose', 'heard', 'was', 'know', 'heard', 'wanna', 'was', 'should', 'trapped', 'choose', 'chose', 'said', 'really', 'don’t', 'got', 'got', 'think', 'started', 'was', 'went', 'don’t', 'was', 'finally', 'just', 'got', 'was', 'got', 'just', 'don’t–', 'don’t', 'don’t', 'like', 'respect', 'know', 'don’t', 'also', 'just', 'can’t', 'can', 'told', 'want', 'wanna', 'can', 'want', 'want', 'wanna', 'have', 'don’t', 'am', 'dare', 'just', 'identify”', 'don’t', 'was', 'won', 'was', 'really', 'changed', 'get', 'need', 'don’t', 'need', 'get', 'need', 'get', 'say', 'mean', 'also', 'know', 'slime', 'don’t', 'did', 'was', 'ate', 'found', 'had', 'would', 'had', 'had', 'want', 'wanna', 'smell', 'smell', 'discretely', 'were', 'would', 'would', 'need', 'want', 'was', 'would', 'would', 'know', 'could', 'would', 'would', 'learned', 'would', 'don’t', 'had', 'can’t', 'wish', 'told', 'told', 'had', 'found', 'see', 'was', 'don’t', 'was', 'lost', 'sat', 'sat', 'was', 'used', 'wanted', 'love', 'finally', 'always', 'was', 'look', 'can’t', 'can', 'am', 'didn’t', 'can', 'can’t', 'get', 'do', 'like', 'berate', 'really', 'have', 'gotta', 'didn’t', 'didn’t', 'look', 'will', 'do', 'was', 'was', 'looked', 'in–', 'met', 'had', 'meet', 'discovered', 'don’t'], ['in', 'i', 'on'], ['like', 'peace', 'men', 'women’s', 'the', 'books', 'the', 'handy', 'san', 'eight', 'a', 'san', 'broad', 'the', 'a', 'america', 'a', 'my', 'it', 'the', 'and', 'men', '', 'my', 'well', 'ok', 'her', 'terms', 'a', 'a', 'their', 'doo', 'the', 'the', 'the', 'her', 'different', 'my', 'time”', 'the', 'the', 'his', 'his', 'bed', 'control', 'the', 'has', 'elementary', 'the', 'their–', 'a', 'between', 'my', 'front', 'the', 'your', 'your', 'such', 'the', 'atlanta', 'their', 'front', 'my', 'labor', 'the', 'front', 'our', 'shape', 'a', 'debt'], ['ten', 'shit', 'to', 'fifty', 'the', '', 'this', 'the', '“you', '“but…', '“oh', '“oh', '“all', 'we', '“hey', '“wassup”', '“hey', '“where”', '“at', '“oh', 'you', 'to', 'you’re', 'voting', 'that', 'i’m', '“i', 'you', '“hold', 'making', 'a', '“i', 'loofah', 'responsibility', 'host', 'filipino', '“it’s', '“it’s', 'private', 'to', 'to', 'that', 'freerange', 'we', 'we', '“oh', '“i’m', '“shut', '“oh', 'you', 'very', '“we’re', '“we', '“but', '“look', '“that', 'you’re', 'wiping', '“oh', 'it’s', '“you', '“hey', '“why', 'mrs', '“uh', '“oh', 'you’re', 'i', '“oh', 'i’m', 'a', 'it', 'that', 'he’s', 'you’re', '“yes', 'to', '“i', 'become', 'a', 'a', '“guys', '“that’s', '“ali', '“yeah', '“why', '“yeah', 'a', '“yeah', '“oh', '“i’m', 'the', 'i’m', 'skittles', 'a', 'everything', '“oh', 'only', '“we’re', '‘release', 'a', 'we', '“ok', 'they', '“hey', '“oh', '“uh', 'losing', '“no”', '“yes”', '“you', '“yeah', 'that', 'this', 'i', 'a', 'a', 'fingers', '“you', 'whoppers', 'a', 'when', 'really', '“why', 'way'], ['minutes', 'gallons'], ['but'], ['thank', 'fuck', 'my', 'i', 'he', 'sometimes', 'i', 'it’s', 'don’t', 'i', 'i', 'i’m', 'my', 'he’s', 'mostly', 'i’m', 'it’s'], ['so', 'has', 'has', 'has', 'thought', 'doesn’t', 'thought', 'thank'], ['much', 'basically', 'you', 'emotional', 'emotional', 'i', 'much', 'vulnerable', 'smooth', 'we’re', 'he', 'it’s', 'you', 'you’re', 'that', 'good', 'i', 'many', 'that', 'that', 'when', 'in', 'that', 'in', 'motherfucker', 'do', 'now', 'i', 'annoying', 'i', 'that', 'embarrassing', 'lonely', 'juicy', 'my', 'then', 'then', 'hot', 'that', 'tired', 'dark', 'they', 'bad', 'bad', 'resentful', 'much', 'you', 'little', 'little', 'supportive”', 'i', 'that', 'that', 'that', 'you', 'as'], ['for', 'better', 'chemistry', 'i', 'shittier', 'netflix', 'for', 'resentment'], ['it’s', 'yeah'], ['a', 'been', 'like', 'ok', 'coming', 'undetectable', 'really', 'a', 'very', 'hot', 'what', 'like', 'so', 'all', 'different', 'funny', 'too', 'a', 'a', 'probably', 'basically', 'been', 'very', 'because', 'ok', 'like', 'like', 'the', 'because', 'sexist', 'very', 'so', 'a', 'a', 'what', 'lonely', 'a', 'very', 'all', 'too', 'easter', 'like', 'go', 'not', 'because', 'when', 'super', 'whatevs', 'different', 'not', 'straight', 'neosporin'], ['very', 'very', 'shit', 'sixpack', 'ambien', 'meditation', 'fucking', 'lot', 'ghost', 'selfhelp', 'horrible', 'hoarding', 'hoarding', 'third', 'dictator’s', 'shovel', 'climax', 'texas', 'procrastinator', 'lot', 'man', 'lot', 'lot', 'grownass', 'mattress', 'kitchen', 'very', 'catch', 'secret', 'public', 'hipster', 'homeless', 'lot', 'lot', 'major', 'yoko', 'white', 'white', 'wes', 'lot', 'white', 'white', 'dolphin', 'slip', 'jewish', 'huge', 'number', 'supply', 'grandma', 'weekend', 'shitty', 'woman', 'new', 'man', 'pinterest', 'saturday', 'completely', 'lot', 'lot', 'genius”', 'housewife', 'great', 'lot', 'great', 'office', 'office', 'office', 'day', 'sadass', 'macgyver', 'slow', 'lot', 'part', 'circle', 'lot', 'disgusting', 'pervert', 'gross', 'very', 'young', 'idiot', 'lot', 'result', 'little', 'second', 'whole', 'big', 'conqueror', 'little–', 'little', 'little', 'lot', 'lot', 'magical', 'big', 'ban', 'very', 'little', 'housewife', 'certain', 'couple', 'dude', 'stroll', 'sidewalk', 'quarter', 'princess', 'vietnam', 'half', 'female', 'baby', 'week', 'little', 'sudden', 'frozen', 'lot', 'lot', 'kid', 'kid', 'lot', 'kid', 'kid', 'asian', 'billion', 'turtle', 'right', 'uturn”', 'oturn”', 'car', 'mess', 'full', 'century', 'living', 'fuck', 'free', 'contest', 'kid', 'bubble', 'little', 'lot', 'smoker’s', 'side', 'sandwich', 'way', 'doctor', 'kid', 'lot', 'lot', 'while', 'bunch', 'dictatorship', 'hand', 'man', 'zombie', 'half', 'miscarriage', 'lot', 'miscarriage', 'third', 'pair', 'reason', 'heartbeat”', 'miscarriage', 'month', 'bike', 'doula', 'doula', 'white', 'lot', 'soft', 'baby', 'child', 'marriage', 'eyeball', 'foot', 'great', 'shitty', 'bad', 'daily', 'daily', 'bullseye', 'minion', 'year', 'nude', 'half', 'bunch', 'half', 'good'], ['exciting', 'exciting', 'helpful', 'lucky', 'unusual', 'confusing…', 'picturesque', 'you', 'underrated', 'well', 'surprised', 'soft', 'nurturing', 'domestic', 'upset', 'judgmental', 'distracting', 'young', 'sexually', 'roundabout', 'rare', 'demoralizing', 'clinical', 'universal', 'grateful', 'common', 'early', 'much', 'very', 'scared'], ['day', 'year'], ['for', 'yeah', 'and', 'was', 'getting', 'jobs', 'which', 'housewives', 'every', 'long', 'looks', 'this', 'since', 'long', 'on'], ['it’s', 'i', 'that', 'tony', 'that', 'to', 'something', 'he’s', 'off”', 'feel', 'and', 'to', 'feel', 'the', 'tell', '‘cause', 'about', 'with', 'when', 'anymore', 'and', 'to', 'and', 'this', 'on', 'when–', 'this', 'and', 'ok”', 'i', 'enough', 'you', 'discouraged', 'from', 'when', 'from', 'because', 'see', 'of', 'but', 'company', 'when', 'i', 'when', 'anymore', 'like', 'extremely', 'because', 'in', 'that’s', '“oh', 'while', 'and', 'to', 'a', 'out', 'out', 'to', '“oh', 'i’m', 'i’m', 'i', 'money', 'in', 'for', 'out', 'oh', 'with', 'how', 'oh'], ['a', 'dating', 'pressuring', 'together', 'reading', 'to', 'run', 'eating', 'trying', 'ali'], ['for', 'yes', 'uh', 'i', 'i’ve', 'i', 'i'], [''], ['this', 'girl', 'girls', 'is', 'probably', 'and', 'percent', 'to', 'percent', 'imports', 'i', 'and', 'whole', 'going', 'which', 'and…', 'years', 'and', 'i', 'ok', 'and', 'flip', 'girl', 'you’ll', 'days', 'days', 'years', 'in'], ['thank', 'yes', 'that’s', 'yes', 'yes', 'i', 'because'], ['people', 'years', 'years'], ['i', 'inside', 'are', 'it’s…', 'all', 'don’t', 'until', 'doing', 'like', 'are', 'i', 'that’s', 'were', 'praise', 'don’t', 'will'], ['that'], ['uh', 'i’m', 'huge', 'says', 'they', 'lives', 'i', 'i’m', 'if', 'you', 'retainer', 'with', 'calculator', 'bamboozled', 'i’m', 'will', 'at', 'he', 'your', 'store', 'beard', 'shit', 'and', 'privilege', 'entitlement…', 'for', 'you', 'uh', 'bread', 'tastes', 'lesbian', 'seems', 'seems', 'he', 'you’re', 'i', 'i', 'so', 'he’d', 'book', 'book', 'got', 'ever', 'we’ll', 'fucking', 'housewife', 'horrible', 'they', 'oneply', 'office', 'they', 'your', 'the', 'no', 'shit', 'you', 'don’t', 'i', 'if', 'i’m', 'he’s', 'and', 'you', 'if', 'then', 'they’re', 'fear', 'shit', 'fear', 'he', 'we', 'i’m', 'i', 'woman', 'now', 'whole', '', 'was', 'was', 'baby’s', 'everybody', 'it’s', 'came', 'she’s', '’cause', 'to', 'you', 'snailtrail', 'my', 'were', 'it', 'it’s', 'tell', 'i', 'when', 'means', 'they', 'they', 'day', 'says', 'stupidass', 'i', 'harvard', 'they’re', 'i', 'shit', 'is', 'you’re', 'you–', 'that', 'happens', 'he', 'he’s', 'goes', 'i', 'they', 'the', 'the', 'i’m', 'my'], ['i', 'this', 'he’s–', 'between', 'you', 'we', 'i’m', 'two'], ['tell', 'also', 'i', 'i', 'never', 'you', 'be', 'tell', 'tell', 'never', 'listen', 'do', 'talk', 'comfortably', 'tell', 'just', 'think', 'i', 'i', 'i', 'already', 'really', 'you', 'already', 'see', 'find'], ['that', 'that', 'first', 'by', 'you', 'them', 'me', 'you', 'you', 'but', 'you', 'because', 'you'], ['getting', 'straight', 'jealous', 'gonna', 'getting', 'not', 'interested', 'a', 'not', 'hoping', 'hoping', 'gonna', 'not', 'the', 'gonna', 'absorbing', 'like', 'halfchinese', 'halfchinese', 'a', 'very', 'like', 'done”', 'done', 'not', 'a–', 'a', 'a', 'a', 'scared', 'a', 'going', 'like', 'gonna', 'gonna', 'tired', 'the', 'the', 'just', 'talking', 'talking', 'striving', 'a', 'a', 'guaranteed', 'still', 'just', 'older', 'not', 'only', 'only', 'gonna', '', 'very', '', 'from', 'scared', 'very', 'going', 'all', 'busy', 'the', 'not', 'a', 'fucked', 'not', 'seven', 'performing'], ['older', 'older', 'busy', 'massages'], ['because', 'because', 'it’s', 'when'], ['now', '', 'it’s', 'my', 'my', 'you', 'what', 'according', 'before', 'i', 'usually', 'being', 'he’s', 'he’s', 'you', 'i', 'you', 'i', 'the', 'he', 'you', 'we’re', 'i’m', 'of', 'according', 'boys', 'female', 'they', 'i’m', 'we’re', 'uh', 'when', 'they’re', 'they’re', 'then', 'the', 'we’re', 'last', 'when', 'the', 'i', 'if', 'my–', 'he'], ['when', 'has', 'crush', 'for', 'we’re', 'but', 'if', 'because', 'instead', 'and', 'that', 'if'], ['i', 'they', 'a', 'you’re', 'she', 'we', 'you', 'you', 'really', 'i', 'you’re', 'a', 'i', 'you', 'i', 'our', 'you', 'we', 'i', 'i', 'i', 'i', 'you', 'he', 'i', 'that', 'i’ve', 'you', 'you’re', 'they', 'i', 'i’m', 'i', 'i', 'my', 'you', 'trying', 'i', 'everything', 'i', 'can', 'can', 'my', 'in–', 'you’re', 'the', 'it’s', 'it', 'they', 'i', 'somebody', 'somebody', 'he', 'a', 'they', 'they', 'you’re', 'they', 'i', 'i', 'they’re', 'you’re', 'you', 'he', 'you', 'i', 'it', 'it’s', 'it’s'], ['an', 'ten', 'on', 'that', 'the', 'a', 'a', 'how', 'that', 'who’s', 'a', 'the', 'the', 'two', 'is', 'beyoncé', 'how', 'how', 'if', 'like', 'me'], ['', 'atm', 'impression', 'investment'], ['my', 'because', 'when'], ['automatic', 'doctor', 'body', 'kindle', 'home', 'optimum', 'other', 'mom', 'life', 'generation', 'time', 'mom', 'optimum', 'husband', 'league', 'god', 'god', 'part', 'generation', 'volvo', 'husband', 'pussy', 'god', 'husband', 'god', 'bed', 'husband', 'god', 'pinterest', 'best', 'wedding', 'husband', 'personality', 'heart', 'financial', 'friends', 'coworkers', 'toilet', 'fingers', 'coworkers', 'coworkers', 'shit', 'fatherinlaw', 'husband', 'life', 'destiny', 'last', 'mom', 'dad', 'grandma”', '', 'god', 'god', 'husband', 'husband', 'asianamerican', 'female', 'friends', 'husband', 'mind', 'mind', 'god', 'face', 'toyota', 'mom', 'husband', 'destiny', 'body', 'god', 'fault', '', 'uterus', 'progesterone', 'writing', 'coworkers', 'underwear', 'fingers', 'fingers', 'own', 'fingers', 'fingers', 'fingers”', 'husband', 'god', 'husband', 'face', 'god', 'mom–', 'sixweek', 'god', 'husband', 'miscarriage', 'shit', 'husband', 'husband', 'doctor’s', 'god', 'blood', 'husband', 'nipples', 'pussy’s', 'pussy’s', 'body’s', 'husband', 'league', 'god', 'dreams', 'beautiful', 'hardearned', 'ass'], ['thought…'], ['is'], ['“fuck', 'a', 'turning', 'all', 'the', 'from', 'those', 'it', 'that”', 'a', 'a', 'that', 'asian', 'turning', 'that', 'built', 'all', 'the', 'too', 'like', 'always', 'called', 'the', 'a', 'to', 'that…', 'doo', '“i', 'unfortunately', 'what', 'a', 'a', 'at', 'the', 'a', '', 'so', 'not', 'not', 'not', 'most', '“when', 'fine', 'very', 'about', 'very', 'very', 'a', 'mysterious”', 'you', 'that’s', 'so', 'it'], ['you”', 'you'], ['“fuck', '‘cause', 'my'], ['even', 'have', 'know', 'have', 'have', 'have', 'know', 'ever', 'even', 'know', 'know', 'gotta', 'know', 'go', 'got', 'wanna', 'i', 'wanna', 'feed', 'wanna', 'wanna', 'know', 'think', 'gotta', 'gotta', 'gotta…', 'gotta', 'gotta', 'gotta', 'gotta', 'gotta', 'gotta', 'try', 'your', 'wanna', 'wanna', 'worry', 'cheat', 'i', 'no”', 'wanna', 'kill', 'wanna', 'want', 'know', 'get', 'know', 'you', 'crack”', 'die', 'die', 'know', 'give', 'know', 'wanna', 'see', 'feel', 'tell', 'work'], ['know', 'know…', 'accidentally', 'effective', 'have', 'come'], ['you', 'what', 'that', 'when', 'what', 'when', 'wear', 'what’s', 'because', 'you', 'white', 'it’s', 'just', 'why', 'oohwee', 'the', 'learning', 'anything', 'what', 'i', 'that', 'maybe', 'how', 'how', 'you', 'squeeze', 'it’s–', 'that', 'i', 'and', 'especially', 'my', 'i', 'you', 'like', 'i', 'i', 'what', 'you’ve', 'what', 'if', 'what’s', 'a', 'the', 'why', 'what’s', 'i', 'is', 'what', 'and', 'what', 'plenty', 'what', 'what', 'that', 'i–', 'your', 'that', 'that', 'they', 'and', 'i–'], ['you”', 'they', 'up', 'down', 'one', 'they', 'him', 'up”', 'i'], ['i’m', 'he', 'i', 'it’s', 'if', 'she', 'i'], ['up', 'up', 'up'], ['jealous', 'hpv', 'yes', 'your', 'when', 'a', 'on', 'with', 'in', 'afterwards', 'on', 'like', 'going', 'for', 'on', 'and', 'fine', 'don’t', 'about', 'a', 'to', 'a', 'to', 'with', 'you', 'so', 'there', 'on', 'she’s', 'the', 'myself', 'from', 'your', 'and', 'soldier'], ['i’m', 'first'], ['and', 'met', 'thing', 'dates', 'and', 'passively', 'you’ll', 'lady', 'old', 'webmd', 'home'], ['of', 'by'], ['their', 'potential', 'regret', 'them', 'men', 'two', 'hpv', 'wolverine', 'grey', 'tidying', 'success', 'all', 'my', 'shit', 'my', 'a', 'you', 'my', 'success”', 'losers', 'losers', 'skaters', 'my', 'my', 'people', 'opinions', 'cool', 'that', 'that', 'your', 'our', 'our', 'los', 'all', 'bleach', 'your', 'this', 'asian', 'us', 'the', 'my', 'facebook', 'women', 'options', 'my', 'day', 'the', 'the', 'their', 'credence', 'my', 'privileged', 'this', 'my', 'early', 'myself', 'women', 'the', 'the', 'crazy', 'the', 'is', 'your', 'mine', 'resistance', '“no', 'the', 'control', 'control', 'being', 'her', 'saying', 'saying', 'income', 'one', 'them', 'shit', 'a', 'my', 'my', 'your', 'nowhere', 'their', 'her', 'those', 'longevity', 'change', 'mother', 'science', 'that…', 'my', 'the', 'people', 'fuckin’”', 'the', 'that', 'angry', 'the', 'the', 'your', 'their', 'their', 'him…', 'this', 'that', 'me', 'women', 'women', 'shoes', 'poppy', 'me', 'craigslist', 'childbirth', 'women', 'the', 'your', 'life', 'how', 'my', 'the', 'survival', 'another', 'those', 'body', 'losers', 'my', 'whitecollar'], ['metabolism', 'feet', 'whole', 'house', 'communist', 'shit', 'doo', 'hallways', 'ipad', 'eyebrows', 'prostate', 'fame', 'existence', 'bigass', 'darth', 'archnemesis', 'in', 'eyes', 'eyes', 'eyes', 'head', 'eyelids', 'face…', '', 'husbands'], ['because'], ['they'], ['could', 'take', 'got', 'put', 'go', 'just', 'don’t', 'don’t', 'have', 'don’t', 'just', 'have', 'were', 'like', 'teach', 'introduce', 'got', 'just', 'get', 'mean', 'ruined', 'don’t', 'don’t', 'don’t', 'don’t', 'don’t', 'purposely', 'try', 'don’t', 'don’t', 'don’t', 'want', 'don’t', 'can', 'can', 'wantyou', 'say', 'would', 'wax', 'do', 'get', 'like', 'just', 'just', 'do', 'generally', 'have', 'become', 'were', 'were', 'were', 'don’t', 'got', 'do', 'do', 'wear', 'can', 'just', 'make', 'watch', 'come', 'just', 'need', 'saw', 'get', 'look', 'just', 'hear', 'wouldn’t', 'go', 'were', 'tried', 'get', 'get', 'get', 'get'], ['just', 'graph', 'just', 'just', 'have', 'do', 'do', 'ask', 'just', 'just', 'always'], ['eat', 'radiating', 'go', 'cluttering', 'go', 'fucked', 'feel', 'right', 'crush', 'kill', 'like', 'black', 'smell', 'had', 'had', 'gonna', 'nag', 'stay', 'walking', 'dehydrates', 'blow', 'fulfilling', 'put', 'felt', 'wanted', 'sneak', 'give', 'give', 'see', 'become', 'not', 'wanna', 'want', 'wanna', 'wanna', 'choke', 'waiting', 'keep', 'try', 'had', 'swells', 'gonna', 'travel', 'do', 'kidding', 'gonna', 'sopping', 'took', 'reach', 'blow', 'scratch', 'vacuum', 'come', 'give', 'got', 'twerk', 'drain', 'shit', 'when'], ['like', 'glutenfree', 'all', 'that', 'it', 'snacks', 'a', 'bananas”'], ['they', 'when', 'after', 'also', 'asian', 'if', 'afterwards', 'all', 'it', 'i', 'you', 'you', 'your', 'if', 'it', 'you', 'on', 'i', 'at', 'at', 'a', 'i', 'resist', 'he', 'when', 'because', 'i', 'i', 'she', 'you', 'i', 'we', 'we'], ['a', 'a', 'these', 'a', 'these', 'its'], ['right'], ['they', 'they', 'that’s', 'so', 'how', 'ali', 'there', 'now', 'we', 'because', 'and', 'you', 'moment', 'turn–', '‘cause', 'there', 'after', 'i’ve'], ['thatthat', 'so', 'married', 'no', 'a', 'me', 'engaged', 'women', 'married', 'married', 'a', 'married', 'a', 'no', 'bit', 'him', 'him', 'married', 'pregnant'], ['beautiful'], ['inner', 'harvardeducated'], ['thigh', 'peace', 'evil'], ['clearance'], ['where'], ['they', 'my', 'i', 'the', 'the', 'i', 'i’m', 'if'], ['their', 'it', 'it', 'it'], ['together'], ['and', 'you', 'now', 'they’ll', 'to', 'when', 'and'], ['that', 'this', 'multiple', 'like', 'nothing'], ['gap', 'unspoken', 'sitdown', 'bear', 'and'], ['here'], ['with', 'is', 'you'], ['of', 'completely”'], ['just', 'why'], ['throughand'], ['then'], ['to', 'to', 'to', 'and', 'and', 'of', 'to', 'home…', 'for', 'on', 'very', 'back', 'call', 'home', 'paintballing', 'and', 'bald…', 'to', 'time”', 'through', 'to'], ['they', 'right', 'in'], ['yet'], ['they', 'they', 'you', 'you’re', 'and'], ['it’s', 'that', 'your', 'that', 'it', 'love', 'the', 'i', 'happens', 'you’re', 'he', 'to', 'i’m', 'else', 'everybody', 'kind', 'that', 'i', 'that', 'a'], ['or'], ['download', 'you’re', 'you', 'for', 'something', 'whatever', 'something…'], ['a'], ['oasis', 'retreats'], ['podcast'], ['to'], ['the'], ['of'], ['and'], ['towards', 'especially'], ['your', 'my'], ['family', 'mind', '', 'wealth', 'butt', 'mom', 'body', 'head', 'own', 'body', 'daily', 'butt', 'butt', 'coworker’s', 'shoes', 'butt', 'underwear', 'shit', 'children', 'understand', 'son', 'shame', 'inner', 'secrets', 'man', 'thumb', 'husband', 'lives', 'pussy', 'hand', 'pants', 'fingers', 'fingers', 'first', '', '', 'sperm', 'face', 'pussy', 'husband', 'leg', 'life', 'doctor’s', 'body', 'nipples'], ['just', 'would', 'funny'], ['your'], ['they', 'it’s', 'again'], ['lives', 'manipulation', 'new', 'foods', 'foods', 'thing”'], ['ahead', 'inside', 'with'], ['of'], ['they', 'they’re', 'the', 'nothing', 'once', 'they', 'up'], ['yet', 'ok', 'yet', 'because', 'is', 'either', 'will', 'very'], ['at', 'and', 'sign'], ['night', 'home', 'this', 'the', 'golden', 'any', 'how', 'all', 'the', 'home', 'that', 'that', 'a', 'work', 'the', 'a', 'a', 'a', 'life', 'first', 'home', 'any', 'my', 'fresh', 'some', 'my', 'work', 'him', 'his'], ['everybody', 'you', 'and', 'everybody'], ['hpv', 'it', 'it', 'hpv', 'hosted', 'even', 'made', 'to', 'a', 'had', 'to'], ['everybody', 'come', 'i’m', 'that', 'so', 'a', 'i', 'because', 'you', 'so', 'are', 'we', 'i', 'old', 'do', 'when', 'and', 'when', 'when', 'they', 'are'], ['it’s', 'if', 'yet', 'you', 'it’s', 'might', 'was', 'was', 'all', 'was', 'when', 'cost', 'was', 'could', 'was', 'on', 'happened', 'happened', 'you', 'can', 'you', 'on', 'don’t', 'second', 'was', 'you', 'so', 'on', 'on', 'as', 'so', 'we', 'for', 'a', 'basically', 'and', 'backfired', 'echo', 'in', 'in', 'in', 'up', 'up', 'interesting', 'in', 'was', 'before', 'tonight', 'that', 'might', 'sheryl', 'when', 'up', 'was', 'in', 'scared', 'used', 'for', 'was', 'just…', 'made', 'gets', 'tells', 'was', 'was', 'i', 'so', 'when', 'as', 'very', 'makes', 'takes', 'also', 'easier', 'now', 'was', 'different”', 'up', 'that’s', 'all', 'turns', 'how'], ['out', 'in', 'out', 'up', 'out', 'out', 'home', 'with', 'out'], ['already', 'um', 'of', 'there', 'of', 'they', 'and', 'they', 'at', 'about', 'down', 'of', 'of', 'of', 'first', 'that', 'of', 'it’s', 'like', 'of', 'of', 'when', 'at', 'they', 'about', 'and', 'yet', 'of', 'of', 'he’s'], ['everybody', 'see', 'so', 'see'], ['you', 'the', 'it', 'he', 'a', 'you', 'you', 'i', 'you’re', 'you', 'you', 'you', 'i', 'you', 'it’s', 'i’m', 'i', 'he', 'you', 'i', 'i'], ['a', 'in', 'busy', 'with', 'in', 'like', 'too', 'like', 'about', 'paranoid', 'like', 'a', 'not', 'really', 'scared', 'married', 'gonna', 'fucking', 'the', 'supposed', 'eating', 'gonna', 'gonna', 'in', '', 'having', 'gonna', 'in'], ['loser', 'housewife', 'different', 'baby', 'baby'], ['all'], ['right', 'about', 'of', 'your', 'came', 'required', 'because', 'this', 'his', 'of', 'of', 'the', 'up', 'fucked', 'red', 'you', 'that', 'of', 'over', 'with', 'riled', 'day', 'these', 'day', 'over', 'day', 'the', 'sorts', 'of', 'your', 'he’s', 'squirmy', 'right', 'the', 'the', 'my', 'these', 'of', 'know', 'of', 'the', 'the', 'day', 'you', 'good', 'of', 'the', 'backed', 'of', 'your', 'this', 'back', 'wet', 'wet', 'my', 'off', 'right'], ['what', 'gonna', 'right', 'what', 'not', 'where', 'right', 'like…', 'how', 'how', 'not', 'right', 'gonna', 'why', 'the', 'when', 'not', 'the', 'the', 'cool…', 'not', 'so', 'shit', 'right', 'so', 'like', 'my', 'why', 'a', 'enough', 'the', 'not'], ['about', '“boo”', '“please', 'to'], ['you', 'how', 'the', 'him', 'a', 'vietnamese', 'it', 'our', 'how', 'those', 'housewives', 'to', 'the', 'money', 'anal', 'is', 'i’m', 'that', 'is', 'to', 'to', 'it', 'giving', 'childbirth', 'all'], ['of', 'this', 'of', 'of', 'of', 'of', 'of', 'of', 'of', 'of', 'i', 'more', 'of', 'of', 'of', 'of', 'of', 'more', 'of', 'of', 'of', 'of', 'of', 'of'], ['don’t', 'it’s', 'are', 'are', 'no', 'we', 'as'], ['in'], ['fucked', 'i’m', 'it’s', 'work', 'meant', 'you', 'scared', 'i', 'am”', 'take', 'am', 'hot'], ['up', 'a', 'up', 'so'], ['that'], ['men’s', 'horrible', 'i', 'of'], ['bodies'], ['and', 'my'], ['in'], ['bodies', 'intuition'], ['told', 'right', 'your', 'says', 'appointments'], ['me', 'her', 'you', 'my', 'her'], ['of', 'of', 'of', 'of', 'person', 'i', 'of', 'she', 'of', 'who'], ['strains', 'homeless', 'days', 'latina', 'sacks', 'weeks'], ['of'], ['i', 'i’m'], ['that’s', 'where', 'of', 'of', 'of', 'of'], ['into', 'this', 'this', 'into', 'signal', 'upside'], ['cervical', 'a', 'the', 'a', 'the', 'banana', 'the', 'the', 'the', 'a', 'pleasure', 'a', 'my', 'your', 'a', 'the'], ['cancer…'], ['…or'], ['i'], ['will', 'is', 'hair', 'is', 'odor', 'was', 'when', 'where'], ['heal', 'also', 'also', 'you', 'always', 'be', 'have', 'commend'], ['itself', 'from'], ['very'], ['this'], ['either', 'just', 'like'], ['or'], ['of'], ['bitches'], ['we’ll', 'i'], ['find', 'see'], ['out', 'a', 'ways', 'a', 'it'], ['i', 'and'], ['tell', 'disappear', 'got', 'last', 'he’s', 'don’t', 'decided', 'takes'], ['is'], ['into', 'into'], ['library'], ['i’m'], ['interested', 'happy', 'trying', 'the', 'kissing', 'ask', 'authentic', 'recognize', 'doing', 'a', 'even', 'have', 'be', 'dieting', 'scared', 'as', 'the', 'again”', 'rush', 'trying', 'my', 'technically', 'as', 'ok', 'fuckin’', 'because', 'doing', 'there', 'gonna', 'like', 'the'], ['in', 'in'], ['like'], ['shades'], ['of'], ['ok'], ['magic'], ['of'], ['up'], ['to', 'can', 'can', 'proposals', 'did', 'rotten', 'offstage', 'we', 'to', 'much', 'invincible', 'a', 'there’s', 'it', 'did', 'did'], ['my'], ['to', 'in', 'all', 'and', 'chapping', 'and', 'together'], ['inner', 'my'], ['level', 'level'], ['of', 'of'], ['that’s'], ['i’m', 'help', 'together', 'all', 'they', 'to', 'the', 'by'], ['person', 'but', 'toilet'], ['i’m', 'you–', 'for'], ['with'], ['how', 'seven', 'already', 'not', 'mad'], ['me', 'mei', 'her', 'you', 'as'], ['robbins'], ['help'], ['have'], ['problem', 'goes', 'problem'], ['which', 'because'], ['i’m', 'is', 'a', 'means', 'would', 'is…', 'means', 'their', 'is', 'is', 'he’s', 'i', 'is', 'is', 'is', 'means', 'subsequently'], ['is', 'that'], ['of'], ['problems', 'homeless', 'because', 'day', 'you', 'shitty'], ['i’m'], ['away', 'down'], ['the', 'anything', 'from', 'a', 'at'], ['i', 'that’s', 'and'], ['is', 'it', 'got', 'my', 'is', 'is', 'people'], ['a', 'the', 'the', 'the', 'the', 'pier', 'harvard', 'the', 'the', 'having', 'having', 'the', 'this', 'pedestrians', 'their', 'a', 'that’s', 'holding', 'bacteria', 'harvard'], ['world', 'grade', 'world'], ['country', '♪', 'with', 'country'], ['and', 'and', 'and'], ['taught', 'refused', 'don’t', 'was', 'wrote', 'knows', 'is', 'doesn’t', 'was', 'said'], ['me'], ['throw', 'know', 'know', 'finish', 'finish', 'called', 'go'], ['away', 'up', 'up'], ['because', 'about', 'so', 'look'], ['gonna'], ['the'], ['all'], ['so'], ['hold', 'looking', 'just'], ['onto', 'onto'], ['that', 'the', 'his'], ['from'], ['’cause', 'it'], ['come', 'need', 'mean'], ['as'], ['a', 'a', 'an', 'women', 'much', 'they', 'a', 'many', 'possible', 'the', 'freaky', 'me', 'a', 'old', 'her', 'wet', 'it', 'pentup', 'angry', 'possible', 'leverage', 'it'], ['when'], ['stuffing', 'in', 'so', 'makin’'], ['gold'], ['up'], ['and', 'hole', 'with', 'hole', 'cheeks', 'all', 'hole'], ['away'], ['last'], ['time', 'forever', 'boyfriend', 'time', 'year', 'boyfriend', 'year'], ['i', 'and', 'he', 'shitting', 'and', 'i', 'that', 'so', 'i', 'all', 'you', 'you', 'and', 'it', 'like', 'and'], ['at', 'trying', 'like', 'so', 'this', 'like', 'like', 'like', 'like', 'like', 'that', 'attending', 'like', 'a', 'like', 'living', 'like', 'like', 'like', 'like', 'like', 'like', 'cuban', 'like', 'like', 'like', 'legit', 'gonna', 'ready', 'ripe', 'rotten', 'people', 'free', 'like', 'you', 'like', 'like', '‘oh', 'like', 'very', 'like', 'magical', 'to', 'sliced', 'sliced', 'like', 'like', 'gonna', 'starting', 'just', 'so', 'in', 'ok', 'clearly', 'that', 'easter', 'like', 'so', 'about', 'like', 'like', 'like', 'like', 'like', '', 'like', 'like', ''], ['francisco', 'francisco'], ['i', 'when'], ['to', 'to', 'to', 'to', 'to', 'to', 'to', 'to'], ['get', 'to', 'book', 'lululemon', 'butt”', 'there', 'it’s', 'nipples', 'pussy', 'white', 'mexican', 'and', 'i'], ['of'], ['do', 'actually', 'happened'], ['that', 'know…', 'fancy', 'yoga', 'ayahuasca', 'silent', 'shit', 'it', 'it', 'anything', 'it', 'anything”', 'you', 'write', 'that', 'whatever', 'you', 'that', 'all', 'anal', 'it', 'and', 'it', 'get', 'whatever', 'this', 'that', 'it', 'you', 'in', 'some', 'whatever', 'for', 'shit', 'mushrooms', 'a', 'it', 'you'], ['experience', 'thing'], ['of', 'some'], ['it', 'i', 'you', 'is', 'and', 'right'], ['we', 'about'], ['screaming', 'all', 'in', 'hipsters', 'getting', 'done', 'like', 'discouraging', 'like', '', 'alarmingly', 'suppositories', 'trying', 'like', 'the'], ['and'], ['and'], ['and'], ['to', 'outta', 'out'], ['when'], ['to', 'to'], ['go', 'me', 'it', 'me', 'their'], ['instruments'], ['…'], ['manual'], ['the', 'she', 'and'], ['where', 'that', 'freaked'], ['is', 'is', 'that'], ['of', 'brains', 'comments', 'green', 'old', 'doctor', 'crazy'], [''], ['don’t', 'pinterested', 'one', 'looked'], ['my'], ['we', 'you'], ['to'], ['it'], ['grade'], ['like'], ['it', 'they', 'it'], ['jetson’s'], ['laptop'], ['from'], ['all', '‘cause'], ['it'], ['of'], ['never', 'need', 'need', 'have', 'look”', 'watch', 'you'], ['this”', 'to', 'to', 'to', 'to', 'to', 'to', 'to', 'to', 'to', 'children', 'to', 'you', 'to'], ['and'], ['i'], ['all'], ['“and', 'but'], ['i’m', 'all'], ['a', 'a', 'nice', 'with', 'racist', 'exfoliated', 'providing', 'made', 'no', 'like', 'like', 'like', 'a', 'all', 'abused', 'roughed', 'out', 'sure', 'out', 'the', 'able', 'like', 'so', 'there', 'there', 'one', 'it’s', 'that', 'i’m–', 'storyboarding', 'able', 'like', 'as', 'like', 'like', 'pregnant', 'seven', 'asked', 'considered', 'considered', 'one'], ['anymore'], ['because', 'i', 'i', 'i’ve', 'holds', 'and', 'since', 'i’m', 'i’m', 'i’m'], ['to', 'to'], ['that’s'], ['for', 'out', 'of', 'to…”', 'more'], ['i'], ['up', 'up', 'up', 'up'], ['year', 'year'], ['yeah', 'last', 'i’m', 'you’re', 'was', 'all'], ['to', 'you', 'yes', 'which', 'like', 'never', 'it’s', 'and', 'where'], ['who', 'i', 'and', 'has', 'a', 'at', 'all', 'is'], ['now', 'is', 'like', 'like', 'are', 'wrote', 'are', 'have', 'recycles', 'are', 'have', 'else', 'tries', 'trapped'], ['guy', 'girl'], ['he', 'in', 'who’s'], ['gave', 'was', 'was', 'was', 'was', 'was', 'grew', 'grew', 'didn’t', 'met', 'took', 'was', 'was', 'doesn’t', 'becomes', 'proposed”', 'got', 'know', 'saw', 'graduated', 'was', 'refused', 'puts', 'had', 'does', 'would', 'doesn’t', 'was', 'felt', 'took', 'bought', 'gotta', 'asks', 'comes', 'is', 'leaves', 'doesn’t', 'do', 'bamboozle', 'went', 'enron’d'], ['me', 'him', 'up'], ['i', 'that', 'and', 'if'], ['something', 'i', 'at', 'and', 'was', 'until', 'off', 'run', 'and', 'and', 'to', 'until', 'every', 'with', 'i’m', 'out', 'on', 'a', 'that', 'to', 'when', 'and', 'to', 'to', 'finally', 'but', 'down', 'around', 'down', 'to'], ['no', 'and'], ['really', 'body', 'body', 'job', 'courtney’s', 'unpredictable', 'no', 'no', 'please', 'really', 'i', 'kid', 'shame', 'dude', 'hopefully'], ['him', 'i', 'ladies', 'me', 'i'], ['a', 'a'], ['lots', 'a', 'and'], ['of'], ['you', 'stop', 'unless'], ['be', 'wake', 'work', 'work', 'work', 'lean', 'lie', 'throw', 'talk', 'provide', 'work', 'do', 'be', 'experience', 'die', 'die”', 'be', 'get', 'be', 'smell', 'work'], ['woman'], ['stop', 'has', 'is', 'in', 'wants', 'who', 'and'], ['dating', 'dating'], ['skaters', 'skaters', 'for'], ['you'], ['up'], ['a', 'the', 'the', 'my', 'purpose', 'korean', 'you', 'mexican', 'jdate', 'the', 'one', 'the', 'yelp”', 'the', 'trapping', 'my', 'a', 'in', 'me', 'the', 'abc', 'my', 'their', 'time”', 'the', 'craigslist…', 'the', 'each', 'you', 'the', 'a', 'walking', 'stage', 'the', 'the', 'these', 'the', 'redtube', 'my', 'their', 'him', 'the', 'the', 'the', 'a', 'like', 'a', 'television'], ['in'], ['they’re'], ['sexy', 'the', 'like', 'like', 'scared', 'scared', 'gay', 'like', 'in', 'literally', 'like', 'going'], ['on'], ['malt', 'of'], ['liquor'], ['on'], ['i', 'is', 'halffilipino', 'and', 'i’m', 'recently', 'is', 'to', 'and', 'dies”', 'isn’t', 'and', 'a', 'down', 'will', 'so', 'for', 'on', 'i', 'was'], ['him', 'me', 'my'], ['and', 'dress'], ['he’s'], ['much', 'way', 'so', 'halffilipino', 'asian', 'probably', 'gonna', 'thinking', 'discovered', 'definitely', 'the', 'worthy', 'the'], ['than'], ['me', 'when', 'me', 'the', 'me'], ['and', 'graduated'], ['him', 'this', 'it', 'those', 'earlier'], ['my', 'my', 'no”', 'that', 'my', 'no', 'i', 'my', 'my', 'my', 'my', 'my', 'my'], ['who', 'i’m', 'i', 'it’s', 'he', 'it’s', 'and', 'not', 'it', 'that’s', 'that’s', 'i', 'i', 'then'], ['and', 'i’m'], ['i', 'i', 'that', 'which', 'a'], ['about', 'in'], ['harvard'], ['business', 'business', 'nectar', 'business', 'business'], ['school', 'school', 'school', 'school'], ['and', 'playing', 'too', 'asians', 'and', 'worked', 'the'], ['his', 'his', 'i', 'his'], ['ass”', 'ass”', 'ass', 'other', 'family', 'lunch', 'earning', 'butt', 'eyes', 'eyes', 'neck', 'head', 'selfesteem', 'ass'], ['“going', 'and'], ['to'], ['his', 'your', 'me'], ['initially', 'into', 'into', 'into', 'got', 'and'], ['by'], ['not', 'because', 'the', 'the', 'sheryl', 'the', 'white', 'a', 'me', 'a', 'saying', 'lifting', 'keeping'], ['him'], ['the', 'he', 'he', 'my', 'i’m'], ['date'], ['which', 'white', 'thanks'], ['move', 'to'], ['on'], ['but', 'of'], ['it', 'not', 'he', 'that', 'anal', 'have', 'you', 'he', 'he'], ['because'], ['that', 'we'], ['so', 'up'], ['right'], ['make', 'explain', 'threaten', 'work', 'shit', 'shit', 'use', 'do', 'use', 'muffle', 'worry', 'try', 'take', 'go', 'change', 'change', 'keep', 'check', 'stay', 'keep'], ['this', 'difficult', 'a', 'sure', 'a', 'this', 'a', 'a', 'sure', 'him'], ['believe', 'again”', 'you', 'you', 'i', 'eats', 'and', 'focus', 'and', 'do', 'named', 'that’s–'], ['that', 'that”', 'he', 'that'], ['garden”'], ['when'], ['park…'], ['…that'], ['has', 'blows'], ['many'], ['reggae', 'more', 'men'], ['fests…'], ['…and'], ['has', 'halfjungle'], ['let…'], ['two'], ['people', 'or', 'friends', 'dude'], ['ok'], ['urban'], ['outfitters'], ['has'], ['things', 'into', 'it', 'me', 'you'], ['very', 'like'], ['for'], ['is', 'neighborhood'], ['for'], ['or'], ['it'], ['to…', 'in', 'to'], ['it', 'now'], ['there', 'that’s'], ['and', 'through', 'i’m', 'and', 'ok', 'and', 'is', 'for', 'for', 'would', 'i', 'but'], ['daylight'], ['and'], ['like', 'so', 'been', 'this', 'been', 'this', 'tried', 'it', 'to', 'a', 'to', 'the', 'this', 'a', 'such', 'this', 'to', 'to', 'to', 'to', 'a', 'a', 'one', 'the', 'dated'], ['we'], ['he'], ['wassup”', 'can', 'i', 'hey', 'hey', 'can'], ['i'], ['and'], ['the'], ['thing', 'century'], ['of', 'out', 'i', 'in', 'of', 'in'], ['and'], ['we', 'they'], ['he', 'the', 'i', 'it'], ['me'], ['i'], ['he'], ['the'], ['and'], ['him'], ['at', 'and', 'the', 'the', 'of', 'so'], ['gate'], ['park'], ['and', 'do'], ['him'], ['into', 'over'], ['with'], ['and', 'when', 'who', 'said', 'dead', 'dead', 'dead', 'life'], ['“i', 'they'], ['just', 'could', 'did', 'saw', 'just', 'gotta', 'don’t', 'changed', 'slime', 'am'], ['my', 'i'], ['which', 'men', 'men', 'yeah', 'too', 'people', 'female', 'woman', 'don’t', 'ladies'], ['by'], ['asianamerican'], ['women', 'men', 'brothers'], ['who', 'all', 'should', 'our', 'we', 'had', 'get', 'get', 'they', 'who', 'who', 'we', 'who', 'who', 'would', 'won’t', 'tried'], ['these', 'that'], ['kinda', 'bitches', 'chinese', 'women', 'boring', 'other', 'hormone', 'ovulation'], ['glasses'], ['and', 'always'], ['they'], ['dudes', 'dude', 'dude', 'dudes', 'dude', 'dude', 'man', 'people', 'people', 'friends', 'hippie'], ['you', 'they'], ['hipster', 'moment', 'real', 'sort', 'black', 'given'], ['in'], ['city'], ['in'], ['and'], ['ono'], ['factory'], ['it’s…'], ['too', 'amazing', 'it’s'], ['much', 'nice', 'him', 'we', 'but', 'old', 'late', 'stupid', 'they', 'funky'], ['wrong', 'gonna', 'wrong'], ['with', 'with'], ['with', 'the', 'courageous'], ['very…', 'very', 'like', 'more', 'like', 'like', 'rushed', 'like', 'so', 'bad'], ['you'], ['when'], ['anderson'], ['movie'], ['or', 'ok'], ['you'], ['stuff', 'stuff'], ['like', 'like'], ['and'], ['and'], ['documentaries'], ['they'], ['you'], ['hookin’', 'you', 'you'], ['up'], ['nothing', 'we’re', 'that', 'pay'], ['makes', 'they', 'for'], ['me', 'me', 'sense'], ['powerful', 'like', 'options', 'doo', 'money', 'successful', 'to', 'women', 'handsome'], ['than'], ['my'], ['oh', 'needs', 'is', 'was', 'to'], ['my', 'my', 'you', 'my', 'my', 'my', 'maybe'], ['all'], ['and'], ['…you'], ['know'], ['the', 'southeast', 'and', 'a', 'it', 'a'], ['hole', 'they', 'you', 'if', 'you”', 'paid'], ['and', 'it’s', 'feels', 'and'], ['and', 'let’s', '“i', 'and'], ['down'], ['there', 'it’s', 'i', 'i', 'there', 'your', 'immediately', 'in', 'so', 'people', 'with'], ['your', 'those', 'while'], ['at', 'first', 'shredding', 'and', 'for'], ['white', 'to', 'you'], ['you', 'me'], ['colonize'], ['the'], ['you'], ['i'], ['that', 'my', 'feminism', 'we', 'it’s', 'of', 'about', 'that’s', 'so', 'i’m'], ['it', 'i', 'because'], ['to', 'we'], ['of', 'closes', 'closes'], ['race', 'goddamn'], ['the'], ['is'], ['and'], ['together'], ['whatever', 'to', '“you', '“you', 'be'], ['you', 'and', 'they', 'you', 'the'], ['shit'], ['halfjapanese', 'and'], ['i’m', 'and'], ['and', 'and'], ['and', 'so'], [''], ['of', 'of', 'spoken'], ['time', 'first', 'buddha', 'careers', 'job', 'day', 'society', 'first'], ['on'], ['people'], ['it’s'], ['is', 'to', 'it', 'my', 'it', 'of'], ['on'], ['last'], ['was', 'because'], ['and'], ['shit', 'double', 'not', 'have', 'i', 'crash”', 'simultaneously', 'explode', 'be', 'be', 'inevitably', 'only', 'be', 'come', 'just', 'close', 'jump', 'just', 'turn', 'just', 'talk'], ['people', 'friends'], ['it'], ['aren’t', 'know', 'about', 'need', 'had”', 'can', 'doin’'], ['mexican”'], ['asianamerican'], ['i'], ['people', 'else', 'you', 'are', 'don’t', 'we’re', 'i’m', 'else'], ['asian', 'they'], ['from'], ['down', 'and'], ['love'], ['oh'], ['just'], ['and'], ['just'], ['fish', 'friends', 'friends'], ['tilikum'], ['all'], ['every', 'women'], ['night', 'day”', 'single', 'day', 'day', 'day…', 'day', 'time', 'single', 'time'], ['you'], ['with', 'there’s'], ['dude', 'male'], ['it’s', 'the', 'and', 'and', 'i'], ['and', 'light'], ['and'], ['to', 'for'], ['today”'], ['“this'], ['is'], ['more'], ['date'], ['for'], ['burn'], ['avi”', 'out'], ['and'], ['none'], ['they', 'of'], ['like', 'my', 'my', 'my', 'my', 'my'], ['that’s'], ['flavor'], ['comes'], ['fromi', 'out', 'out', 'out', 'to'], ['think'], ['understanding'], ['uh'], ['each', 'your'], ['other', 'other'], ['both', 'like', 'too', 'expected', 'so', 'such', 'trying', 'like', 'hippies'], ['halffancy', 'total', 'are'], ['asian…'], ['…and'], ['asian'], ['the'], ['asians', 'things'], ['are', 'host', 'we'], ['the', 'scrolls', 'ladies', 'ladies'], ['they'], ['olympics', 'diseases'], ['jungle'], ['asians'], ['it’s…'], ['but', 'person', 'holes', 'people', 'it’s'], ['coast'], ['going'], ['to', 'to', 'back', 'through', 'through', 'to'], ['school', 'school', 'school'], ['lacrosse', 'chess', 'dumb', 'candy'], ['uh'], ['latin'], ['and'], ['and'], ['he'], ['carlton'], ['ok'], ['know', 'think', 'know', 'know'], ['people', 'i'], ['he'], ['me', 'it', 'me'], ['on', 'deaf'], ['side'], ['of', 'from', 'effect'], ['angeles'], ['called'], ['pho', 'lean', 'bossy'], ['show'], ['he', 'off', 'i', 'him', 'signs', 'there’s'], ['authentic', 'not'], ['vietnamese', 'ok”'], ['about'], ['i'], ['you', '‘cause', 'and', 'and'], ['’cause'], ['in'], ['of', 'chance'], ['if', 'would'], ['the'], ['as', 'standard'], ['closet'], ['when'], ['of'], ['an'], ['machine'], ['and'], ['with'], ['napping'], ['in'], ['and'], ['staff', 'to'], ['here', 'and'], ['this', 'without', 'you'], ['and'], ['abused'], ['i', 'the'], ['like'], ['hippies', 'fantasy', 'impact', 'like'], ['too', 'i’d'], ['through'], ['asia'], ['we'], ['we'], ['ceremonies'], ['we'], ['meditation'], ['that’s'], ['', 'for'], ['up', 'up”', 'the'], ['we'], ['which'], ['we', 'i', 'the', 'ok', 'you’re'], ['that', 'that’s', 'that’s'], ['like', 'when'], ['chewbacca'], ['we'], ['bread'], ['…a'], ['thousand'], ['percent'], ['fiber…', 'basis', 'basis…'], ['and'], ['word'], ['poetry', '“bossy”', '“bossy”'], ['when'], ['a'], ['poem', 'dads', 'mom'], ['about…'], ['…supporting'], ['caitlyn'], ['jenner'], ['or'], ['right', 'man'], ['all'], ['shit'], ['makes'], ['an', 'anything', 'jack', 'it'], ['of'], ['up'], ['and'], ['of'], ['know', 'and', 'to'], ['to', 'to'], ['with', 'i', 'asian'], ['piggy'], ['bank'], ['from'], [''], ['that'], ['some'], ['good', 'risk', 'useful', 'lame', 'point', 'of'], ['feng', 'we', 'in', 'night'], ['shui'], ['for'], ['him', 'skin', '“hey'], ['years', 'days'], ['and', 'and', 'i’ve', 'old', 'old'], ['i', 'i–', 'i', 'i'], ['suspicion'], ['that'], ['because…'], ['i', 'they’re'], ['him'], ['women’s'], ['that’s'], ['really'], ['ok', 'anymore', 'anymore', 'anymore', 'when', 'at', 'because', 'on', 'anymore', 'anymore', 'i', 'we'], ['the'], ['into'], ['head', 'eye'], ['and'], ['get', 'see', 'have', 'have', 'believe'], ['extremely'], ['aggressively', 'itchy'], ['you'], ['to'], ['ever'], ['leaving'], ['because'], ['and', 'as', 'chinese', 'chinese', 'asian', 'and', 'when'], ['to'], ['man', 'world'], ['the', 'all', 'watching'], ['cycle'], ['all'], ['so', 'and', 'it’s', 'but', 'because'], ['just', 'gonna', 'just'], ['with', 'your'], ['on'], ['this'], ['the'], ['him', 'nowhere'], ['weak'], ['and'], ['in'], ['fed', 'very'], ['up'], ['the'], ['will', 'by'], ['me”', 'him'], ['and', 'and'], ['like', 'very', 'feel', 'catch', 'means', 'tell', 'wanted'], ['“it'], ['came'], ['and', 'and'], ['he', 'at', 'in', 'on', 'like', 'me', 'forward', 'like', 'like'], ['ring'], ['i'], ['how', 'to…', 'him', 'i’m'], ['he', 'you’ll', 'because'], ['page', 'page…'], ['or'], ['that'], ['to'], ['friend', 'you'], ['that'], ['to'], ['let'], ['he’s'], ['in'], ['on'], ['i'], ['my', 'me', 'our'], ['the'], ['tuesday…'], ['because'], ['it', 'to', 'to'], ['i'], ['i'], ['i', 'i'], ['bread'], ['at'], ['with'], ['different'], ['like', 'that'], ['my', 'your'], ['at'], ['and', 'serve'], ['and'], ['we’ve'], ['been'], ['packed', 'been', 'been', 'asked', 'picked', 'been'], ['his'], ['every'], ['day', 'night'], ['become'], ['dependent', 'the', 'a', 'this', 'some'], ['on'], ['from', 'from'], ['him'], ['of'], ['i'], ['in'], ['future'], ['that'], ['by', 'that', 'is'], ['sandberg', 'sandberg'], ['she’s', 'that'], ['the', 'retired”i', 'waiting', 'timing', 'busy', 'got', 'from'], ['of'], ['and'], ['that', 'lean'], ['up'], ['talking'], ['about', 'about', 'about'], ['challenge', 'not'], ['ourselves'], ['to'], ['at'], ['and', 'and'], ['to'], ['and'], ['in', 'in', 'in'], ['down', 'the'], ['to', 'they', 'their–', 'to', 'my', 'noah', 'i', 'for', 'to', 'your'], ['is'], ['used', 'we', 'at', 'most'], ['to', 'to', 'it'], ['thing'], ['playing'], ['for', 'women'], ['and', 'more'], ['dumb', 'not'], ['we', 'who'], ['at', 'that’s'], ['and'], ['ellen”', 'property', 'when', 'the'], ['“‘cause'], ['we’re'], ['to'], ['responsibility”', 'boss', 'miracle'], ['and'], ['could'], ['“bitch'], ['shut'], ['“don’t', 'and'], ['tell'], ['they'], ['it'], ['to'], ['the', 'my', 'that'], ['“doubleincome', '“black'], ['household”'], ['i'], ['with'], ['and'], ['ali', 'what'], ['now”', 'when'], ['oh'], ['unscheduled', 'to', 'activity'], ['unsupervised'], ['and'], ['importantly', 'strongheaded', 'in', 'likely', 'of', 'of', 'women'], ['sponsored'], ['do'], ['food'], ['tastes'], ['ita'], ['lot'], ['around'], ['get', 'be', 'get', 'be'], ['about'], ['that', 'they', 'get', 'they', 'are', 'they'], ['and'], ['at'], ['not', 'just', 'she’s', 'financially'], ['around', 'like'], ['in'], ['pants”'], ['i’m'], ['bitch'], ['is', 'had'], ['“she’s'], ['not'], ['do'], ['for'], ['off', 'off'], ['on', 'i'], ['yeah'], ['it’s'], ['show', 'writing', 'dad'], ['it’s', 'blow', 'blow', 'and'], ['staff', 'job'], ['of'], ['it’s'], ['gotta', 'here'], ['every', 'every', 'housewives', 'toilet'], ['to', 'every'], ['they'], ['that', 'that', 'the'], ['paper', 'paper', 'paper', 'paper', 'paper', 'and', 'i', 'the', 'and'], ['cover', 'that', 'that', 'that’s', 'two'], ['they'], ['…ten'], ['times'], ['a'], ['like'], ['meal'], ['they'], ['toilet'], ['make'], ['to'], ['out'], ['to', 'to', 'to', 'to', 'to'], ['me'], ['toilet'], ['it'], ['your'], ['your', 'at', 'and'], ['i'], ['spat', 'trying'], ['on'], ['ago', 'out', 'he', 'i'], ['to'], ['baby'], ['wipe', 'they’ll', 'that', 'and', 'comes', 'hasn’t', 'can', 'can', 'from'], ['to'], ['it'], ['’cause'], ['broke', 'oh', 'afterwards', 'when', 'housewives', 'when', 'when', 'are', 'like'], ['through', 'up'], ['stimulated'], ['more'], ['doo', 'to', 'doo', 'all', 'doo', 'comes', 'doo', 'comes', 'doo', 'on'], ['wiping', 'wiping', 'i', 'it’s'], ['’cause'], ['that'], ['gonna'], ['underneath', 'it’s'], ['the', 'the'], ['and'], ['listening'], ['she’s'], ['she’s', 'for'], ['me”'], ['hurry', 'hurry', 'and', 'the'], ['caked'], ['in'], ['and', 'they'], ['scratch', 'you'], ['yourself', 'on', 'myself', 'and', 'sniff', '“what’s', 'yourself'], ['your', 'do', 'all'], ['at', 'and'], ['of'], ['like'], ['housewives'], ['their'], ['about', '’cause'], ['with'], ['the'], ['together'], ['that', 'that', 'all'], ['and'], ['pace'], ['so'], ['noise'], ['suddenly'], ['escapes'], ['and'], ['you'], ['deep', 'shame'], ['housewives', 'your', 'they’re'], ['ass', 'ass', 'ass', 'a'], ['and'], ['to'], ['of'], ['while'], ['watching', 'it', 'i', 'i'], ['as', 'porn', 'porn'], ['on'], ['as'], ['repressed'], ['shits'], ['they'], ['to'], ['planet'], ['money'], ['know'], ['it’s'], ['for'], ['respect'], ['for', 'you', 'me'], ['any'], ['of'], ['i'], ['one', 'you'], ['to'], ['i', '♪', 'and'], ['“i'], ['ballet'], ['flats'], ['i'], ['my'], ['had'], ['with'], ['um', 'we'], ['to', '‘cause', 'i’m', 'about'], ['your'], ['with', 'to', 'to'], ['kind', 'when'], ['childhood'], ['that'], ['i'], ['you', 'are', 'is'], ['me'], ['you'], ['that', 'for'], ['that'], ['potential'], ['would', 'i', 'has', 'do'], ['to'], ['of', 'of'], ['to'], ['of'], ['retirement', 'and'], ['and'], ['‘i', 'to', '“but'], ['do’'], ['what'], ['was'], ['i’m'], ['i’m'], ['anymore'], ['i', 'that’s'], ['fried', 'mango'], ['chicken'], ['skin'], ['my'], ['which', 'ok'], ['with'], ['like'], ['pacman'], ['just…'], ['redecoratei'], ['gave'], ['when', 'every', 'underneath'], ['i’m'], ['pervert'], ['i’m', 'i’m'], ['filthy'], ['animal'], ['and'], ['watching'], ['at', 'at'], ['age', 'age'], ['and', 'is'], ['when', 'for', 'because'], ['yyou', 'is', 'that'], ['get'], ['and', 'and', 'the', 'and', 'and', 'but'], ['you'], ['get'], ['will', 'would'], ['broke'], ['you’re', 'mmm”', 'yeah'], ['dude'], ['that'], ['on', 'to'], ['and'], ['‘tiny'], ['asian'], ['seeking', 'comic', 'comics…', 'standup'], ['anal…’'], ['the'], ['“and'], ['heads', 'comics'], ['in'], ['would'], ['explode”'], ['they'], ['a'], ['out'], ['and', 'eventually', 'i'], ['of–', 'of', 'of', 'of', 'that', 'they’re', 'that', 'me', 'about', 'of'], ['of'], ['you'], ['scared'], ['women', 'what', 'away'], ['their'], ['they'], ['of'], ['shit', 'double', 'pregnant'], ['you’re'], ['all'], ['and'], ['sephora'], ['can’t'], ['help', 'talk', 'believe', 'wait', 'believe'], ['it'], ['about'], ['“i'], ['my'], ['dave', 'and'], ['my'], ['you’re–'], ['if'], ['ok'], ['it', 'it', 'and', 'the'], ['on'], ['it', 'on', 'me', 'him', 'him'], ['if'], ['maybe'], ['feel', 'get', 'get', 'know'], ['active'], ['in'], ['i’m'], ['bit…', 'pushpush', 'atari', 'cunt”', 'piece', 'bit', 'to', 'to'], ['…stretched'], ['out'], ['did', 'had', 'leave'], ['like', 'so'], ['at'], ['a', 'it'], ['a', 'clit'], ['of'], ['before'], ['discover', 'so'], ['their'], ['yeah'], ['i'], ['done'], ['yourself'], ['you'], ['live', '', '', 'fuck', 'four'], ['once', 'you', 'until', 'forever'], ['yolo', 'just–', 'they', 'they'], ['just'], ['your–'], ['just'], ['your', 'him', 'a', 'my'], ['a'], ['in'], ['just'], ['you'], ['from'], ['no'], ['no'], ['wormy'], ['because…'], ['up'], ['and'], ['and'], ['that', 'metamorphosizes'], ['me', 'into', 'out'], ['when', 'the', 'when'], ['into'], ['oh'], ['like', 'and'], ['nirvana', 'that'], ['and'], ['to'], ['in'], ['just', 'immediately', 'during', 'when', 'during'], ['of', 'is'], ['you'], ['just'], ['as'], ['when'], ['him', 'to'], ['me'], ['“hey'], ['are', 'please'], ['i’m'], ['i'], ['me'], ['loudmouthed'], ['women'], ['they'], ['around'], ['glasses', 'their'], ['some–'], ['it’s'], ['all', 'you', 'for'], ['and'], ['don’t', 'we', 'especially', 'we’re', 'why'], ['just'], ['me'], ['so', 'to'], ['of', 'when'], ['i’m', 'all', 'yes', 'and'], ['you'], ['so'], ['a', 'bad', 'ecstasy'], ['that'], ['on'], ['in', 'because'], ['schools'], ['because'], ['to'], ['are'], ['so'], ['of', 'project'], ['“you’re', '“you’re', '“ali'], ['bossy”', 'a'], ['you’re'], ['to'], ['leadership'], ['skills”'], ['which'], ['way'], ['i’m'], ['you', 'i'], ['point'], ['financially', 'as', 'this', 'the'], ['where'], ['afford'], ['sliced'], ['mango', 'by', 'by'], ['know', 'that', 'that', 'that'], ['mango', 'mango'], ['bracket'], ['i’m'], ['for'], ['made', 'been'], ['noah'], ['i', 'mango…'], ['…rebecca'], ['kiwi'], ['danielle'], ['pineapple'], ['you'], ['to', 'to'], ['on'], ['see'], ['and'], ['i'], ['advice'], ['for'], ['and', 'scratch'], ['yeah'], ['with'], ['veteran'], ['so'], ['and', 'and', 'months', 'and', 'and'], ['months', 'months', 'months', 'months'], ['pregnant', 'pregnant', 'pregnant', 'pregnant', 'pregnant'], ['yeah', 'because', 'just', 'they', 'and', 'for', 'and', 'because', 'i’m', 'you', 'ladies', 'no', 'my', 'and', 'all'], ['and'], ['perform', 'friends'], ['pregnant'], ['don’t'], ['none'], ['disappear'], ['with'], ['once'], ['afterwards'], ['i'], ['a', 'head'], ['of'], ['and'], ['and'], ['in'], ['are'], ['hilarious'], ['i'], ['and'], ['just'], ['because'], ['family'], ['meanwhile'], ['the', 'if'], ['her'], ['feeding', 'get', 'look'], ['the'], ['a'], ['diaper'], ['’cause'], ['to'], ['it'], ['to'], ['comic'], ['and'], ['than'], ['me'], ['a', 'a', 'twins”'], ['and', 'you', 'they', 'why', 'attached”', 'because', 'a'], ['why', 'did'], ['you’re'], ['stayathome'], ['mom”'], ['i'], ['that’s', 'that’s', 'let', 'i'], ['that’s'], ['trap'], ['you'], ['thing'], ['me'], ['the'], ['i'], ['until'], ['which'], ['gonna'], ['guaranteed'], ['to', 'like'], ['i’m'], ['from'], ['ok'], ['don’t'], ['well'], ['drivers', 'when', 'ok', 'for', 'mommy'], ['because'], ['i'], ['“imma'], ['make'], ['hand'], ['turn', 'prints', 'down', 'job'], ['and'], ['this'], ['“i’m'], ['i'], ['my', 'my'], ['“i'], ['every'], ['accident…'], ['…i’m'], ['like'], ['my'], ['so', 'on', 'out', 'that'], ['my'], ['corolla'], ['is'], ['claw'], ['scratch'], ['brick'], ['wall'], ['that'], ['there’s', 'if'], ['hand'], ['from'], ['who'], ['me'], ['i'], ['when'], ['my', 'all'], ['blown'], ['midlife'], ['crisis'], ['‘cause'], ['that'], ['her', 'black', 'i’m'], ['she'], ['hour'], ['the'], ['around'], ['me'], ['for'], ['go'], ['go'], ['they'], ['for'], ['v'], ['stiviano'], ['visor'], ['their'], ['vadertomb'], ['raider'], ['boba'], ['fett'], ['helmet'], ['they'], ['themselves', 'you', 'the'], ['from'], ['the'], ['their', 'are'], ['to'], ['gonna', 'like'], ['and'], ['of'], ['i'], ['to'], ['highrisk'], ['but'], ['to'], ['of'], ['and'], ['…my'], ['pussy'], ['as', 'all', 'again', 'again'], ['ok'], ['when', 'to'], ['wet'], ['that'], ['your'], ['at'], ['moment'], ['afterwards'], ['in'], ['you'], ['wand'], ['with'], ['you', 'you'], ['i'], ['i’m'], ['i’m', 'i’m'], ['of', 'by'], ['involved'], ['when'], ['my'], ['because'], ['plan'], ['b'], ['like'], ['so'], ['probably'], ['like', 'it'], ['lung'], ['and'], ['out', 'out'], ['levels', 'was'], ['were'], ['low'], ['so'], ['pills'], ['that'], ['and'], ['pop', 'you', 'you', 'and'], ['them'], ['in'], ['of', 'of', 'of'], ['would'], ['dissolve'], ['and'], ['into'], ['like'], ['was', 'was', 'happens'], ['not'], ['of'], ['so'], ['to'], ['scratch', 'find'], ['table'], ['the'], ['to'], ['smell', 'i', 'afterwards…'], ['fingers'], ['all', 'they'], ['scratch'], ['“uh'], ['they', 'every'], ['brothers'], ['crackin’'], ['mmm”'], ['can'], ['“…smell'], ['my'], ['nature'], ['made'], ['curious'], ['to'], ['that'], ['you'], ['when'], ['a'], ['no'], ['that’s'], ['when', 'previously'], ['you'], ['strips', 'strip'], ['that'], ['are'], ['it'], ['you'], ['time', 'time'], ['and', 'and'], ['i'], ['it'], ['to'], ['and'], ['and', 'refugees'], ['as'], ['the'], ['and'], ['of', 'of'], ['escaping'], ['a'], ['you'], ['even', 'feel'], ['’cause', 'it’s', 'it’s'], ['face'], ['and'], ['be', 'be'], ['it’s'], ['his', 'their'], ['their', 'their'], ['sex', 'sex'], ['with'], ['that'], ['of'], ['two'], ['lesbians'], ['that'], ['that'], ['onto'], ['which'], ['on'], ['hurry'], ['is'], ['when'], ['look'], ['…where'], ['they'], ['just…'], ['ok”'], ['on'], ['twerk', 'twerk', 'the'], ['and'], ['and'], ['down'], ['to'], ['would'], ['inside'], ['to'], ['this'], ['along'], ['to'], ['which', 'it’s', 'i', 'bike'], ['and', 'and'], ['out'], ['and', 'i', 'so'], ['i'], ['of'], ['common'], ['more'], ['she’s'], ['a'], ['of'], ['ok”'], ['i'], ['sonogram'], ['which'], ['which'], ['and'], ['and', '“can'], ['and'], ['“the'], ['lord'], ['don’t'], ['of'], ['seeds'], ['i’ve'], ['boogers'], ['larger'], ['than'], ['that'], ['and'], ['let'], ['watch'], ['my', 'on'], ['“you'], ['and'], ['and'], ['that'], ['he'], ['off', 'and'], ['that’s'], ['childbirth'], ['though', 'that’s', 'by'], ['i’m–'], ['a'], ['you', 'is'], ['witch…'], ['…that'], ['quinoa'], ['into'], ['söze'], ['all'], ['me', 'me'], ['on'], ['i'], ['to'], ['i’m'], ['up'], ['in'], ['it'], ['like'], ['you', 'by'], ['in'], ['up'], ['which'], ['turns'], ['lever'], ['you'], ['in'], ['a'], ['of'], ['can'], ['toll'], ['on'], ['even'], ['towards'], ['me'], ['the'], ['“no”'], ['you'], ['the'], ['“i'], ['shit'], ['a', 'a'], ['ok'], ['i'], ['i'], ['in'], ['of'], ['so', 'so'], ['a', 'a'], ['my'], ['appointments', 'appointments'], ['with', 'he', 'me'], ['guess'], ['of'], ['to'], ['for'], ['crush'], ['drawn'], ['meanwhile'], ['seven'], ['you'], ['my'], ['partially'], ['because'], ['at'], ['out'], ['because'], ['me', 'me'], ['away'], ['on'], ['to'], ['of'], ['woman’s'], ['affection'], ['and'], ['him'], ['so'], ['and'], ['they'], ['me'], ['now'], ['i'], ['but'], ['to'], ['right'], ['if'], ['scene'], ['on'], ['people'], ['me'], ['for'], ['all', 'all'], ['and'], ['my'], ['secreting'], ['mucus'], ['to'], ['attacking'], ['it'], ['glue'], ['when'], ['so'], ['before'], ['this'], ['guy'], ['than'], ['hard'], ['to'], ['to'], ['coming'], ['and'], ['into'], ['process'], ['i'], ['husband'], ['and'], ['tv'], ['money'], ['it'], ['me'], ['of'], ['crime'], ['he'], ['my'], ['seven']])"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ali_dict.values()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Create Text Generator\n",
    "Here we will program a text generation function that will take the following parameters.\n",
    "- The dictionary\n",
    "- Number of words you wish to be generated"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# UDF for text generation\n",
    "import random\n",
    "\n",
    "# Input a dictionary in the format of key = current word, value = list of next words \n",
    "# along with the number of words you would like to see in your generated sentence\n",
    "def generate_sentence(chain, count=15):\n",
    "    # capitalize first word\n",
    "    word1 = random.choice(list(chain.keys()))\n",
    "    sentence = word1.capitalize()\n",
    "    \n",
    "    # generate the second word from the value list\n",
    "    # Set the new word as the first word\n",
    "    # Repeat\n",
    "    for i in range(count-1):\n",
    "        word2 = random.choice(chain[word1])\n",
    "        word1 = word2\n",
    "        sentence += \" \" + word2\n",
    "        \n",
    "    # end with a period\n",
    "    sentence += '.'\n",
    "    return sentence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Looking than me and you know because being courageous for coming true and halfvietnamese so.'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "generate_sentence(ali_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}