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How to explore users’ tweets with Twitter API v2: Jessica Garsonhey how's it going i am so pumped to

Updated on Jan 13,2023

How to explore users’ tweets with Twitter API v2: Jessica Garson

hey how's it going i am so pumped to be,here tonight,um one i wish i was in sunny southwest,florida with all of y'all um it's snow i,live in new york and it snowed yesterday,um so seeing y'all in tank tops um,and wearing warmer clothes is quite nice,but i'm so glad to be here i actually,learned how to code,um through a community program that,taught me python um,a little while back it was called hear,me code in washington dc and it was free,beginner friendly classes for women by,women and,one of the first meetups i ever went to,was a pie ladies event,um so i am so pumped to be with you all,tonight and tonight we're going to be,talking about,how to explore a user's tweets but,really this code that we're going to be,talking about tonight is actually,how i write most of my demos it's kind,of the foundational like boilerplate,code i use for most things that i do,it's actually my first time giving this,talk so any feedback that you have,please give it to me i'm so excited to,share this with you,and um it's actually funny um when,vanessa first reached out to me about,this she actually reached out about,another talk,and i was like maybe i'll take a step,back and try this new talk um,that kind of goes into like how i build,it um and how i can like,extend on that so tonight we're going to,be talking about the steps that you,would need to build something that,explores a user's tweets,um typically you know a lot of times we,see um,twitter bots being built as like,people's first um entryway into the,twitter api but i always like working,with like tweets coming back i don't,know i like like the,data science side of things and so um,yeah,um so tonight i'll be talking with you,about how to explore our users tweets,um my name is jessica i'm a developer,advocate on twitter so you might be,wondering like,what does that mean what is a developer,advocate to do like how do you advocate,for developers,um and so what that means is i hang out,with developers,such as everyone who's here tonight um,speak at conferences speak up meetups,um have one-on-one conversations if you,know you're,you're looking to build with the twitter,api and you don't know,where to start sometimes i'll like talk,to you i talk to groups of people,um on the flip side um if you're having,you know issues getting access to the,twitter api i can help you out,um if you know when a lot of times,internally people are like so,how will developers receive this new,feature i'm,in the meeting trying to advocate for,the needs of the developer community,so that's what i do at twitter it's,super cool i feel like i have,one of the best jobs that one can,actually have because i get to build,really cool things with python all day,um so that's super fun and you can find,me on twitter,at jessica garson um yeah,so um the agenda for tonight is that,we're going to talk about what you need,to get started building with the twitter,api,um steps to building a solution,um talk a little bit about like what you,can build with the twitter api,as well and we'll do some conclusion and,next steps,also um feel free to use the question,box i have it shared on a different,screen so,if you want to introduce yourself in the,question box or anything like that i may,ask you questions i'll be watching that,as well so,cool um also a note on today so this is,a tutorial but i'll also be,a live coat of adventure as well um,so um if you see me make a syntax there,or anything please say something,um in the question box i'll probably,make at least one,probably more to be honest but you know,please please please let me know it's,one of my favorite things about being in,a room full of developers,is that you know we're all here to help,each other out so,there may be a syntax,or two also um this is a tutorial,so i'll be taking breaks and pausing but,if you get lost that's okay this is,recorded,you can reach out to me after also,um with that being said too you need a,twitter developer account and you need,to apply for access if you don't have,access,to um the twitter api that's okay um,we will this will be recorded and i'm,happy to like if you have,if your application is still pending or,anything like that just let me know so,um yeah um yeah this is gonna be a,little bit of an adventure but it should,be fun i'm excited i've rehearsed it a,couple of times so it should be good,um and actually we're gonna be talking,about two endpoints tonight um,one is recent search which allows you to,retrieve,and explore the public timeline of a,user's tweets,from the past seven days so it basically,lets you get tweets from the past week,and um this is the only end point,available to do what i wanted to do,until today at 4,um and we actually just announced,another endpoint,timelines our new v2 version of,timelines just launched this afternoon,and so there's two timelines endpoints,one for user tweets,and one for user mentions so with these,new endpoints you can request,a twitter user's tweets for their last 3,200 tweets,um or me

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explore twitter catalogs

so you have a crush
Orange Canvas - Dados: Twitter Network Explorer
Everything Funny That Happened On Twitter In 2022
Use Point Pattern Analysis to Explore Twitter Data
Exploring The @gr3gory88 Creepy Twitter Account
Gon Should Be Afraid To Fight Killua
123 Explore Twitter Search

so you have a crush

life is pretty boring without a crush,whether it's a workplace infatuation or,that cute desk made at school crushes,simultaneously color your experience,with the hopeful glaze of innocent,infatuation and Orient you to a specific,goal to be with them sometimes these,crushes extend beyond all rationality we,develop them within the panicked,scurrying of airport terminals through,the consumption of art made by someone,of a ridiculously higher status and even,within the Ethereal eroticism of our,very dreams no matter the actual,potential of anything developing it is,within the painful absence and,reciprocation The Dramatics of,unrequited love that underscores the,intensity of the crush we yearn and,yearn even to a point of Sleepless,torment why do we subject ourselves to,this and do we really have any control,over our crushes,foreign,this video is sponsored by blinkist,if you're like me you've probably made a,list of New Year's resolutions that,you're eager to tackle in 2023 whether,it's exercising more eating healthier or,learning a new skill we all have goals,that we want to achieve one tool that,helped me stay on track with my,resolutions is blinkist for those of you,who may not be familiar with blinkist,it's a service that offers summaries of,the best non-fiction books in a variety,of categories,blinkist I can easily access key,insights and ideas from Top non-fiction,books all in a convenient bite-sized,format this has been especially helpful,for me as I strive to become a better,person in 2023 specifically in the new,year I have wanted to be better versed,in cooking and have found blinkists this,is cooking collection extremely helpful,in teaching me about different recipes,now there's also blinkist connect a new,feature which allows every blinkist,Premium plan to be shared by two,different accounts with no additional,cost this enables you to invite a second,account to join your plan and if they,accept your invitation the owner of the,second account will get complete premium,access to blinkist this means two for,the price of one I highly recommend,giving blinkist a try if you're looking,for a convenient way to stay motivated,and inspired as you work towards your,own New Year's resolutions get 25,percent off blinkist premium and enjoy,two memberships for the price of one,start your seven day free trial by,clicking the link in the description or,scanning the QR code,foreign,argues falling in love entails,significantly the event of the fall in,the first place our lives are radically,altered through an encounter with the,other and this can really shake things,up as he writes when I fall in love it,is not because the Beloved is the one,who best satisfies my needs the Fall,Into Love redefines who I am it,redefines my needs and potentials it,cannot be explained by my previous,secret fantasies to which the Beloved,fits,our love interest is not exclusively,this entity that checks all of our boxes,they may do this or they may not more,importantly they reveal entirely new,boxes that we had little awareness of,they awaken potentials within us here we,may use Jasper's notion of personality,development constructed through both a,person's Constitution and their,environment as a process of unlocking,certain innate potentialities,writes dating apps exclude this,potentially transformational fall in,favor of algorithmic matchmaking,minimizing vulnerability in favor of a,list of preferences and general physical,attraction the the potentially,catastrophic spontaneity of romance is,consequently decentered I agree with,jijic's critique of dating apps ask many,couples how they met and they tend to,answer in a shameful and Silent manner,signaling a sense of regret in the,computerized origins of a relationship,that is hopefully anything but,however regarding this idea of love as,reviewing new potentials we must ask,ourselves how this maps onto the notion,of the crush yes our Crush tends to,reflect that which we find valuable or,at the very least attractive it usually,goes beyond the sexual they complement,my lack at an ontological level perhaps,they signal a sense of adventure,emotional maturity or Shameless,authenticity elements that until now I,didn't even know I had desired my crush,becomes the missing piece to this sad,little puzzle I call my life but how,could I possibly know that this person,is a reflection of my unreal realized,ideals and values is that girl in my,lecture really the manifestation of all,my hopes and dreams do I even really,know their name,the crush is in a phenomenological sense,pathological telenbach notes that we,encounter the world as a situation or,process whether it be going through life,stages aging or daily routines we may at,times encounter a striking event that,breaks through this situation as Irvin,Strauss suggests this sudden and,shocking event is instrumental in some,forms of Psychopathology specifically it,breaks into one's personal World leading,to a radical metamorphosis and a,transformation of

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Orange Canvas - Dados: Twitter Network Explorer

Hoje vamos falar sobre o oponente,Twitter e hora de camas como nós podemos,utilizá-lo para informado é segue termos,dados para que possam ser feitas algumas,análises em relação por exemplo a a rede,de relacionamento de palavras dentro,desses documentos então eu ativo colocar,o componente precisa ser instalado não,vem com desculpa que você faz o óleo de,Cannes você vai ter que vir aqui em,option é bom e fazer a instalação do,componente que é o testemunho na verdade,é um pacote desse pacote você vai ter,vários componentes dentro dele ele,reflita Então vamos visualizar como,fazer pesquisa e,a salientar para fazermos deste,componente é preciso que você já tenha,achado eu sou up Como obter essa chave,você tem vários fóruns na internet que,explicam o passo a passo como fazer para,obter Ela é bem simples basta entrar na,página do Twitter desenvolvedor e seguir,os passos o passo a passo eu vou aqui,usar hashtag por exemplo eleições,é para ser vocês aqui dentro dessa,hashtag eleições e você pode especificar,o você vai querer pesquisar se vai ser,em cima do conteúdo do autor é uma,extensão do conteúdo e qual a língua que,vai ser utilizada em nome do pai em,português,o máximo de ser vai buscar eu vou para o,craque 500 tu é,e o que permite retribuir nessa música e,foi isso é só você clicar em pesquisar e,água,a iva realizada eu posso chamar aqui o,for possível para que a gente possa,visualizar Quais foram os documentos e,forma trazidos nessa e,e pode comprar um,é sobre isso,é estranho mas é sempre muito bom,o seu pedido fazer em seguida,E essas um pré-processamento textual,esse para profundamente é sempre,indicado para retirar e não é,interessante esse conjunto de documentos,que eu posso fazer a transformação na,transformar tudo minúscula como eu for,a fazer o pouco a pouco a licitação e é,o clipe Então já tem aqui essa opção,marcada Mas para ficar aqui para,totalizar,e para tirar a palavra então eu posso,aqui especificar o Word coloco na Língua,Portuguesa e posso especificar o arquivo,que tem as palavras que ele vai retirar,eu posso usar uma expressão regular,o senhor palavras que iria filtrar Eu,não vou usar essa expressão regular vou,usar um álcool eu quero aqui apareceu,aqui expressão levou a,a&u esse filtro aplicado processamento,realizado frete processamento realizado,de forma agora utilizar um outro ou,político que vem no pacote online que,permite transformar o corpos uma uma,rede de palavra Então se falta a,o telefone porcos do Mato Grosso,a princesa ligação ele já Professor a,gente corre aqui especificar se o tipo,de nó nós queremos é documento ou,palavras eu vou colocar palavras,em qual o limite a frequência seja,é mais um o que eu vou fazer o nome dela,vou fazer aqui é meu aniversário vai,ficar aqui sem o que é que os meus pais,e eu coloquei fora sem o tipo de nós são,palavras ele vai procurar sem palavras,nos documentos e o sumo similar e,similaridade entre eles então vai criar,uma borda o perfil Entre esses,documentos fazendo o relacionamento,entre esses Como que eu posso diminuir,ativamos a cifra com a,e para visualizar essa rede,e eu vou usar um outro com Rodrigo de um,outro pacote de café se pode baixar que,é esse pacote aqui é a visualização e,netbooks são nesse visualização daqui a,pouco eu posso usar Network Vector 1,o gerente da rede e vamos visualizar o,gráfico Tão certo que ele gerou aqui,e essa visualização nessa visualização,tomatina especificado expressão regular,o arroba e ele trouxe quer as pessoas,que estão sendo identificadas naqueles,documentos que eu destruí vocês podem,perceber aqui,e no Twitter falando sobre uma,determinada Sul existe uma relação,a empresa essas pessoas aqui ó Jair,bolsonaro erro oficial vai dizer que,existem conversa,eu vou comigo e,o relaciona essas pessoas podemos ver,aqui ó ó,é mais uma relação outra relação e mas,existem pessoas que estão isoladas com,pressa,um relacionamento,o volante o mouse e,E essas pensando relacionamento,Bom dia,o Twitter envolvendo as pessoas,é sobre assuntos Em 800 eu posso mudar o,tamanho dos nossos,Bom dia,e vamos dar um outro exemplo agora,hoje eu vou trazer vou colocar um,oi oi,e vamos ver se fala sobre as especial,passar a rede ser montado ou não eu,coloquei duas,a Hashtag eu tenho várias redes formadas,aqui criando um relacionamento,E essas dez táxis documentos eu posso,retirar o dinheiro,e eu posso querer analisar esse conjunto,de dados aqui estão falando sobre ainda,passa seleção,e eu posso eu posso ver esse estados,relacionadas um passeio e,e quais são as palavras geraram essa,borda que relacionou esses dois,escritores documentos outro assunto que,eu posso fazer nesse relacionamento,entre o Corpus para netbooks e o,naturform f desvantagem os nossos,o Flamengo,Oi e aí quando eu faço essa relação eu,posso ver a frequência das palavras têm,do documento eu tô fazendo a relação por,cores,em consequência de palavras aquelas 8 15,e 20,é essa daqui ficou com frequência e,recorrência dessas palavras e 36,e isso é mais eles estão em torno de

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Everything Funny That Happened On Twitter In 2022

this is you know I didn't pick these,tweets they were picked by my mods so if,they're not that good it's because my,mods picked not good ones right all,furniture is ugly a true statement that,I made because I was looking around the,internet trying to find furniture and,all looked bloody terrible the memories,someone took offense at my no onion,extra pickle Double Quarter Pounder,order they stopped making my burger,Midway in order to put a whole onion on,it as if the mere suggestion that onion,is bad is an insult to their entire,family line I think this has happened,multiple times onion is still bad like,it is actually bad although to be fair I,wouldn't say it's grown on me,necessarily but I don't hate it as much,as I used to what I'm trying to do with,my life is just like grip my teeth and,deal with stuff like I didn't used to,eat tomato and burgers and I would take,that off but now I'm just like it I,can eat a tomato I'm 31 20 years old and,that tomato ain't that bad with onion,I'm just like it I'll eat it and I,still don't like the texture but I can,get through it I'm like yeah it why,not like to be fair like it didn't,matter what period of my life I was in,if I was out with people and someone put,onion on my burger I just eat that ,like no way I'm gonna sit in front of,like a bunch of people and just be like,excuse me,take off bits onion of a burger like I'm,not that crazy George pepia Jr,tweets day one of tweeting to Dark Viper,Au until he admits Australia is fake and,on their first day I respond Australia,is fake I'm a people pleaser man sure,the government might kill me for,admitting to this in public but you know,I take these risks for my my fans now,the unlicensed movies and TV meta for,twitch creators is over what's next for,them will they actually make original,content or they go back to stealing,YouTube videos from actual content,creators yep half the content on Twitch,is YouTube videos again I mean we say,this is over but what was the most,watched stream on Christmas on Twitch,the time where people can be super,creative and have like Christmas,specials and stuff to celebrate with the,community it was xqc watching Home Alone,so it's never really over as long as,there's the on Twitch who just,want to steal people's some people,feel sad because our world isn't more,like the world of Pokemon don't feel,that way I would 100 kill you with a,trousers if Pokemon were real so you,wouldn't be able to enjoy such a world,anyway makes this world seem better eh,you're welcome again chat a people,pleaser I'm just out there helping you,out there's just black void that I'm,sitting in like I mean there's no other,alternative I suppose it's a it let,me give you some advice don't take,advice from people on Twitter this is,good advice you should totally take it, people who tweet them the,world is sick referring to my pole which,is better if you could only have one for,the rest of your life which would you,pick and 65 of people picked onions and,only 35 pick pickles but why there are,so many different types of pickles like,are you really telling me on your,cheeseburger at McDonald's you're you're,biting into that and you're thinking man,I'm so happy the onion is there not the,pickles the onion I have on more than,one occasion imagine a scenario where I,was sent back in time and then became,stressed due to believing I won't,remember enough to capitalize on the,situation I have to actively tell myself,to stop thinking about it as it's never,gonna happen probably I still do,sometimes do this it is stressful I'm,sure everyone does this sometimes like,just things about how they would handle,particular scenarios that are never,going to happen because we're all dumb,basically throughout my GTA 5 rainbow,Miser series people have constantly left,comments asking why I'm so bad at flying,it physically pains me that I do not,have the time to write because I don't,have wings in reply to each of these,comments I've done it a few times though,I don't like spend too much of my time,making such shitty jokes but I do have a,little bit of time for that so if you're,one of the people who got one of those,comments you're welcome because that's,funny as now this is a banging,tweet yellow all the levels of,complexity it's it's just what color is,yellow I meant to say the dude's name or,something I don't know man it was a dumb,thing I said okay,it's funny though you asked a lot so he,made it now rolling out Labs nft profile,pictures on iOS I respond on one hand,targeting a subscription towards stupid,people who've already proven themselves,willing to spend money on stupid things,is a brilliant business decision on the,other hand knowingly taking money from,stupid people is morally not a good look, Savage nft is bad no ,thanks as skill up would say nfcs are,still around chat there are still people,actively on Twitter being like nfcs of,the future man the greatest thing ever,look at my profile picture gross gross,wait didn't you buy Twitter b

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Use Point Pattern Analysis to Explore Twitter Data

Use this python code to collect Twitter data,Fill in your tokens.,Fill in your mongo server configuration, database name and collection name.,Define your query parameters.,Use this sql code to create an Access table to store the geo-tweets.,Use this code to export the geo-tweets from mongo server to the Access table.,Fill in the mongo server confitagion and the path of the Access table,Save the access table to an elder version so that ArcMap can open it.,In ArcMap, import the access table.,Display geo-tweets based on x and y, define GCS and project PCS.,Calculate mean center,Calculate median center,Standard Distance,Standard Deviational Ellipse,Kernel Density,Nearest Neighbor,K-function Analysis

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Exploring The @gr3gory88 Creepy Twitter Account

Gregory 88 is a name of a Twitter user,that's been posting since mid 2018 and,his posts are bizarre to say the very,least today we're going to be taking a,look at his story one involving a,secluded inherited estate relics and a,cloaked figure that seems to be watching,Greg's every move despite not having any,eyes in case you guys missed it I did,cover the story briefly in another video,I just posted on the top internet,oddities of 2018 so if you want to give,that a watch it'll be laid down below,the video is ranked but also features,updates to stories if any are available,now in case you're on the other end of,things and came here from that video,we'll be starting from the very top and,work our way down to Greg's most recent,tweets at the end of this video I'm,going to quickly break down a few things,we saw and if you have any theories,based on the questions that come up feel,free to tweet them at me with that said,let's begin Greg's first set of tweets,were fairly mundane mostly consisting of,posts about things like food or watching,TV the tweets you see here were made,between July 22nd and August 16th so far,so good,everything seems completely normal,August 27th Greg tweets the following,just found out my grandpa died never,really knew him but still my mom never,wanted to talk about him and I never,really asked after this point Greg seems,to completely go dark for the entirety,of September and most of October until,he posts this on October 29th again,things still seem normal,Greg is outside enjoying himself not too,long later however Greg posts the,following something weird is happening,in the woods outside my house and I,don't know what to do I guess I should,start at the beginning this isn't really,my house it was my grandpa's but I guess,it's mine now he died a couple months,ago and because of some tricky paperwork,I'm apparently responsible for it now,he lived pretty far away up in the,mountains by the lake there are a couple,other houses down the road but they seem,like they're empty for the season,I assume they're summer houses I've been,here for a few days and it's really,pretty but it's super quiet and chilly,my mom never talked about my grandpa and,I only met him once when I was really,young I think they had a bad,relationship but the few times I asked,about it she got annoyed and changed the,subject,so basically I don't really know what,I'm doing here,this guy from my grandpa's estate,basically told me the house is mine now,so I came here to sell it as fast as I,can and go home I guess it's not that,easy to just sell a house especially one,in the middle of nowhere at any rate I,think I'm alone up here or at least I,was I figured I'd be up here for a,couple weeks to get all this handled and,go home and be done with it I'm on break,from grad school so I don't really have,any other responsibilities at the moment,but now where things are starting to,happen it started on my third day here,there's a little town about 25 minutes,away and I'd gone to get some food and,supplies since I don't know how long I'm,staying when I got back that evening,there was something strange on my door,it was this artifact I don't really know,what to call it,it was obviously handmade it was made of,sticks and twine and had some small,bones tied into the middle of it I,didn't think too much of it at the time,I figured it was probably a kid from one,of the other houses trying to mess with,me so I took it off the door and toss it,in the fireplace by the next morning I,had pretty much forgotten about it and,honestly I had too much of my plate at,the moment to worry about some kids,prank so I got up that morning made some,breakfast and went out on the deck to,have some coffee I was sitting there,drinking my coffee when I noticed,something hanging in a tree just over,the railing it was another one of those,artifacts it was just like the last one,but it had a rock tied to it instead of,a bone and then almost immediately I saw,another one in a tree farther down by,the ground I went down the deck steps to,retrieve it and then I started seeing,even more of them but they all had,different objects tied to them bones,feathers that sort of thing it was,definitely weird but I was more annoyed,than anything thinking that someone was,in my yard decorating the trees with,these ugly goth Christmas ornaments,also if someone was trying to scare me,it was going to take more than some arts,and crafts project to do the trick I,gathered all the artifacts together and,burnt them like the first one so after I,disposed of all the stick things I took,a shower got dressed and went back,outside to do some basic tidying and,whatnot the deck in the yard are sort of,overgrown and leaves are starting to,fall and cover everything being a new,homeowner is a lot of work turns out the,thing is that's when I found something,that actually did make me nervous,I was raking a corner of the yard when I,saw something dark on the ground off by,the trees I couldn't tell

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Gon Should Be Afraid To Fight Killua

Killua Zoldyck and Gon Freecss are both extremely capable fighters. But even after so many chapters ,of the manga, we’ve never seen them face off, barring one brief training session. ,And now, with Gon having lost his ability to use Nen, ,a sparring match between our leads is out of the question for now. ,But that’s what we’ve got theorizing for. We’ve seen both of these young hunters fight ,for a while now. We’ll take a look back at their past, breaking down their movesets, and ,thinking this through. We’ll be ignoring as many extrinsic factors as possible: Killua’s weapons, ,Gon’s mental state, and the specific arena are all not being considered. On pure skill, ,who wins? Let’s get to it. ,The Young Hunter is one of the most dangerous combatants in the world of Hunter x Hunter. It’s ,not something you’d expect from him at a glance: Gon is a friendly kid, and immediately appealing. ,He’s not some fight-happy type of hero, endlessly striving to grow stronger and ,beat up more powerful foes. He just wants to help his friends and explore the world. But ,he’s got raw strength to spare, and when it comes to a fight, you should never underestimate him. ,Gon is extremely tough: able to take blows head on if he has to. His sheer endurance borders on ,ridiculous. Even extremely powerful foes have found it difficult to inflict serious damage ,on Gon. He’s managed to stay in the ring for ten days straight, so wearing him out isn’t an ,option. He’s also got the raw strength and power to hit back, enough to knock ,out a pro hunter without even going all out. But more interesting for our purposes is his ,intellect. Gon has repeatedly shown himself to be very insightful and creative: avoiding straight ,up fights he’s not able to win. He was able to conceal himself from Hisoka, following behind ,the murderous hunter even when he was looking for victims. Gon’s not just a brawler; he’s a Hunter, ,and he fights with his head. He’s capable of strategizing against difficult opponents ,to the point where he can predict their blows and reinforce his aura at just the right spot. ,When it comes to a battle, Gon’s perfected a versatile set of abilities. His ,provides three potent attacks, a short ranged blunt force blow with , ,a mid range aura-formed slash with , or a long ranged blast with . The only problem ,is that it takes him some time to "charge up." Gon didn’t just name this move for Rock, Paper, ,Scissors - he has to count down before ‘calling’ his attack. This restriction is what gives ,Jajanken its power; it’s not some optional bit of flair he can ignore when it’s not convenient. ,Gon has managed to throw a second Rock without the charge, simply calling but it drained ,his aura much more rapidly. He can’t spam this move time after time or open with a quick attack. ,Still, this isn’t even close to Gon’s upper limit. But before we start talking about that, ,make sure you’re subscribed to the channel, have rung the notification button, and hit ,"like" for your regular dose of Plot Armor. Now, let’s see what the pinnacle of Nen looks like. , Gon’s ultimate ability ,is one we’ve only seen once, and it’s not clear whether it can be replicated. Using it required ,a very specific Oath, one Gon only made while lost in anger and despair due to the loss of ,Kite. It also came with serious consequences. After this point, he’s lost all use of Nen, ,so treating it as a regular ability feels odd. But we’ve seen situations like this before: such ,as Uryu over in Bleach. If we’re comparing Gon and Killua, it would be wrong to leave this out. ,Full Power Gon is hard to get an objective feel for. We’ve only seen Gon manifest this ultimate ,form for one scene after all. We’re going to have to do some extrapolation here. This ,is Gon at both his physical and mental peak. He’s an enhancer with near untapped potential, ,so that’s very high indeed. It’s boosted his strength and aura output beyond a doubt. ,Killua could tell that just by looking at him. One Jajanken in Full Power is enough to knock a Royal ,Guard like Neferpitou halfway up a mountain. This put Gon on one of the highest power levels we’ve ,ever seen in Hunter x Hunter. He legitimately seems comparable to Chairman Netero and Meruem. ,There shouldn’t be anyone who can really stand up to him in a straight up brawl. ,However, this isn’t exactly a transformative ability. While Gon has some skill in Transmutation ,following his training with Biscuit, his focus is Enhancement. Full Power allows Gon to unlock ,the full potential of his aura, bringing all that potential future development of his life ,force together for a short time. It's all about himself and his internal energy suggesting it’s ,more an outgrowth of that Enhancement focus: Gon’s speciality. He’s ludicrously strong in this form, ,and has aura to spare, but that strength doesn’t come with refinement. This fits ,with

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123 Explore Twitter Search

we will now talk about how we can use,the Twitter API to search for a topic by,the end of this video you should be able,to request Twitter search results using,Python use a Python for loop and list,look up to filter duplicates and inspect,a JSON data structure in the next live,coding session we will use the Twitter,API to search for tweets related to,specific topics or hashtags we will see,that each tweet is not only a hundred,and forty characters string but also,comes with many other information,related to it those are the keys of the,dictionary of each tweet so each element,of the statuses lists in the notebook we,will use these metadata to extract,interesting information about tweets,that we receive in response to our,search query let's switch to the,notebook to review this so we are back,in our notebook and now we will search,for some trends if we go up one of the,trends was let's say here flashback,Friday or did we have endangered species,day all right let's go with that I'll,get this hash tag and look for tweets,associated to it it's definitely a,trending subject today here we had MTV,Awards we can go back and see if that's,still a popular subject so here I'll say,that our topic is Q or we can name this,topic if we want it so there is a search,that tweets under the Twitter API so we,can search for tweets and one of the,arguments for it is a topic I'm gonna,quickly change that to topic and the,other argument is the count of tweets we,want back for the function to return,and we store that in a variable called,number okay so let's see what we get and,statuses Twitter statuses for endangered,species day so running this should give,us that statuses list or object and we,can find the length of it we indeed cut,a hundred tweets back for that this,function returned all the recent records,it finds up to a max of the count which,was number in our case let's switch now,back to MTV Awards and just in case I,used queue later in the notebook I'll,switch this topic to queue and this was,our MTV Awards okay let's see if MTV,Awards since it's not a trending sub,topic will give us less number of,records or if we are gonna be able to,get hundreds for those fair enough we,got 100 records also for MTV Awards if,maybe our number was larger we would get,less another thing Twitter does when it,returns these statuses actually before,that let's look at those statuses what,we got back right and we get a bunch of,records for each tweet and JSON format,it was created I say May 19 at 7:30 and,it's a retweet and things like that,there are lots of metadata here about,the particular tweet including the text,for that tweet but there I'm sure there,are some duplicates in this list so,because Twitter often returns duplicate,records on the subject we need to use a,for-loop to clean the data here and,create a slice of the data called in,this case for the unique,so we'll call that status so what we are,doing here is for each status for each s,if the text is not in all the text we,are keeping all the text and if the same,text of the tweet which is the tweet,message is not in already in that alt,text that we are keeping track of we are,going to append that to filtered,statuses and in the end when we are done,with this for loop though assign this,filter statuses to statuses that object,we had as the response from Twitter,before we had hundreds remember in,statuses now let's look at its length we,have now 58 messages so 42 of them were,drops because they were duplicates we,can also display the statuses all these,texts using slicing out the text from,the statuses object the search results,but also we can use since this was in,JSON we can use the JSON dumps again,right the first status in there we can,actually pretty print it and as you see,here text is a lot more clear had so,much fun at the MTV Awards and things,like that it was a retweet if you just,use it as a JSON object there are lots,of things you can do with it at this,point in the next cell we see that there,are statuses and it's a data structure,that we need to know before we can move,on so please stop the video we are going,to end our video in a few seconds and,explore with the data structure for,example if we wanted to get the retweet,count or retweet it will just take those,out will use those fields as the index,and we will be able to get those out and,remember we retrieved some records for,MTV Awards and will use those to extract,the text screen names and hashtags for,all these records into lists so please,stop the video and they'll continue when,you come back okay so hope you're back,now we are running our example six will,use again the text screen names and,hashtags for all these records and will,assign them to lists we'll call the,first list status text so status takes,for all statuses right screen names will,be the next one user mentioned screen,name and the for status all statuses and,hashtags we definitely want the hashtags,to keep track of them we are using the,data structur

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