Project X Twitter
Cripin Plascencia
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It has been a while since my last post. During my absence in Medium, a lot happened in my life. I finally gathered my courage to quit my job, and joined Data Science Immersive course in General Assembly London.
At first, I was not really sure what I should do for my capstone, but after all, the field I am interested in is natural language processing, and Twitter seems like a good starting point of my NLP journey. You can find my initial project idea proposal from here.
To give you a brief summary about the project, it is about building a model that can detect sentiment, so that I can apply this model to tweets from different cities, and compare/analyse how happy the tweets are from different cities. This started from my own curiosity. For me, being happy is quite important factor of life, and I think it depends highly on your environment. So naturally, I wanted to see how happy the citizens in different cities are.
With above five data cleaning task, I will first define data cleaning function, and then will be applied to the whole dataset. Tokenization, stemming/lemmatization, stop words will be dealt with later stage when creating matrix with either count vectorizer or Tfidf vectorizer.
Use Bootstrap's utility API to modify any of our included utilities or create your own custom utilities for any project. Import Bootstrap first, then use Sass map functions to modify, add, or remove utilities.
I have read the twitter api documentation as well as done some searches both on here and on the web. But I just cant seem to get my twitter button to share the quote. the button works, I mean you can click it and a little window opens and has a link to my codepen page, but no prepopulated quote text.
Tools for Humanity Corp., a tech company co-founded and chaired by OpenAI head Sam Altman that makes an iris-scanning orb as part of its Worldcoin cryptocurrency project, has recruited Damien Kieran to be its first chief privacy officer.
Kieran resigned in late 2022 from Twitter, where he was a deputy general counsel and the first privacy chief for the social networking service, amid a disagreement with Elon Musk over privacy compliance protocols at the company now called X following its sale that year.
Kieran joined BeReal, a social media service sold for about $540 million last month to French mobile application and gaming publisher Voodoo, in early 2023 after leaving Twitter. Weil, where Kieran once worked, advised Voodoo on that deal, while BeReal was represented by Orrick, Herrington & Sutcliffe.
NOTE: Twitter sample uses SoapUI events to add OAuth tokens to requests. Events are only available in standalone ReadyAPI that has been replaced with ReadyAPI. To try the sample, feel free to download a ReadyAPI trial from our website.
The Twitter API Sample Project is equally simple but has a somewhat more elaborate authentication setup since Twitter uses OAuth for authentication (see below). The project structure is as follows, containing a number of resources for statuses, search and account information.
To be able to run the requests in the project they need to contain valid OAuth tokens. In this sample project this is achieved by an EventHandler that uses the google signpost libraries to sign the outgoing requests:
To get this working you need to download the signpost-core and signpost-commonshttp4 jars from -signpost/downloads/list and save them to the SoapUI/bin/ext folder. When starting SoapUI you should see them getting picked up in the soapui log at the bottom of the main window:
Next, you need set the required OAuth properties at the project level (see the bottom left table of properties in the screen-shot); the event-handler uses these to sign the request. To get these you need to register an app at - the keys will be made available in the web console.
In the years since, the social media landscape has changed significantly, with new platforms, an explosion in use, terms of service and functionality shifting frequently and lessons learned about privacy and other concerns.
The Library regularly reviews its collections practices to account for environmental shifts, diversity of collections and topics, cost effectiveness, use of collections and other factors. This change results from such a review.
Tweets from public officials should be public record, not selectively chosen introducing the potential for bias, unconscious or not. If public officials choose to communicate their views via Twitter, it should be kept in their entirety.
Anything tweeted from official government twitter accounts is a government record and under the purview of NARA. Tweets emanating from private accounts such as #realdonaldtrump (or whatever the hash tag is for the private account the president uses) are private and should be included in the Twitter archives.
LoC blog admin: I read the attached PDF document. It said you had no plans to make the first 12 years of Twitter content available to the public, due to the problem of affordable access. Has that changed in the six years since this post was published?
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Also included is a Twitter command-line tool for getting your friends'tweets and setting your own tweet from the safety and security of yourfavorite shell and an IRC bot that can announce Twitter updates to anIRC channel.
The IRC bot is associated with a Twitter account (either your own account or anaccount you create for the bot). The bot announces all tweets from friendsit is following. It can be made to follow or leave friends through IRC /msgcommands.
twitter-log is a simple command-line tool that dumps all publictweets from a given user in a simple text format. It is useful to geta complete offsite backup of all your tweets. Run twitter-log andread the instructions.
The TwitterStream object is an interface to the Twitter StreamAPI. This can be used pretty much the same as the Twitter class,except the result of calling a method will be an iterator thatyields objects decoded from the stream. For example::
The timeout parameter controls the maximum time betweenyields. If it is nonzero, then the iterator will yield eitherstream data or 'timeout': True within the timeout period. Thisis useful if you want your program to do other stuff in betweenwaiting for tweets.
When users run your application they have to authenticate your appwith their Twitter account. A few HTTP calls to Twitter are requiredto do this. Please see the twitter.oauth_dance module to see how thisis done. If you are making a command-line app, you can use theoauth_dance() function directly.
Performing the "oauth dance" gets you an oauth token and oauth secretthat authenticate the user with Twitter. You should save these forlater, so that the user doesn't have to do the oauth dance again.
Welcome to our Twitter project page. The data used in our ICWSM'2010 paper is available for use by the wider community. Based on Twitter's explicit request, we are onlysharing the anonymized topology of the Twitter social network. Please understand that we are not allowed to share any tweet information. If you have any questions please send us an email at twitter-contact (at) mpi-sws.org.
Papers
- Meeyoung Cha, Fabricio Benevenuto, Hamed Haddadi, Krishna P. Gummadi,
The World of Connections and Information Flow in Twitter,
In IEEE Transactions on Systems, Man and Cybernetics - Part A. Volume 42, Number 4. July 2012. Pages 991-998.
[Download Paper (523KB)] - Jisun An, Meeyoung Cha, Krishna P. Gummadi, Jon Crocroft,
Media landscape in Twitter: A World of New Conventions and Political Diversity,
Proc. International AAAI Conference on Weblogs and Social Media (ICWSM), July 2011
[Download Paper (436KB)] - Meeyoung Cha, Hamed Haddadi, Fabricio Benevenuto, Krishna P. Gummadi,
Measuring User Influence in Twitter: The Million Follower Fallacy,
Proc. International AAAI Conference on Weblogs and Social Media (ICWSM), May 2010
[Download Paper (205KB)]
Data CharacteristicsData from our ICWSM 2010 paper is available from the link below. Our datasets have been anonymized to protect the privacyof the users themselves. We are only releasing informationabout the Twitter link structure.
Note that we are unable to release any non-anonymized data.
Data set
- List of links:This file contains a list of all user-to-user links that we crawled from Twitter, based on the snapshot of the Twitter network inSeptember, 2009. The file contains 1,963,263,821 directed social links.
The PEORIA Project election projection model began gathering data in early August and released projected results on a biweekly basis. All seven model projections released since August forecast a comfortable Electoral College victory for former Vice President Biden, who never dropped below 300 electoral votes in any of the model runs and always maintained a triple-digit vote lead over President Trump.
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