Introduction We are aware of the massive amounts of data being produced each day. This humungous data has lots of…
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Tweepy for beginners
Wrong. We may be looking at some data, but it’s not very useful in its current format, some tweets have…
Continue ReadingVisualisation of Information from Raw Twitter Data — Part 2
Lets check it out!For this we need to download and import the Botometer Python library, and get a key to…
Continue ReadingVisualisation of Information from Raw Twitter Data — Part 1
For this post I downloaded tweets about the Brexit for a period of about two days, quering the API for…
Continue ReadingDetermining the Happiest Cities using Twitter Sentiment Analysis with BERT
In this article, we examine the state-of-the-art technology in Deep Learning today to determine the positivity of users tweets in…
Continue ReadingAnalyzing Trump’s Twitter Compulsion
Analyzing Trump’s Twitter CompulsionJennifer McKaigBlockedUnblockFollowFollowingJun 18IMAGE VIA SCREENGRABNever before has a U. S. President used Twitter to such a prolific…
Continue ReadingText Mining
An Introduction toText MiningTwitter Streaming API and PythonDiogo RibeiroBlockedUnblockFollowFollowingJun 4Photo by Sara Kurfeß on UnsplashText mining is the application of natural language…
Continue ReadingUsing Data Science To Uncover State-Backed Trolls On Twitter
Spotting and sorting troll tweets manually won’t be a practical matter at scale. This is where a classifier comes into…
Continue ReadingWhich 2020 Candidate is the Best at Twitter?
Which 2020 Candidate is the Best at Twitter?A Data Analysis of the 2020 Democratic Candidate Twitter AccountsMichael TaubergBlockedUnblockFollowFollowingMay 30Photo by George Pagan…
Continue ReadingHow to Mine Twitter for Targeted Information with Twint
Well . No taxes, no regulatory problems, no traceable income, no tax accountant costs, etc,etc,etc 644436140183973888 2015-09-17 02:02:03 PST <officialmcafee>…
Continue ReadingAnalyzing Tweets with NLP in minutes with Spark, Optimus and Twint
Analyzing Tweets with NLP in minutes with Spark, Optimus and TwintSocial media has been gold for studying the way people communicate…
Continue ReadingPolitical Polarization on Twitter
This is a potential future direction of research, as I will be able to filter tweets containing the word Mexico…
Continue ReadingSentiment Analysis of Anthem Game Launch in Python
Langdetect by Mimino66's detect function is all we need to identify the language of our tweets. We can load in…
Continue ReadingA Retrospective and Predictive Analysis on U.S. Midterm Elections on Twitter with Recurrent Neural Networks
A Retrospective and Predictive Analysis on U. S. Midterm Elections on Twitter with Recurrent Neural NetworksMarco BrambillaBlockedUnblockFollowFollowingFeb 20Despite the skeptics and…
Continue ReadingHow to make your own sentiment analyzer using Python and Google’s Natural Language API
Now you should have four keys — API Key, API Secret Key, Access Token, and Access Token Secret. Save those keys for…
Continue ReadingStreams
StreamsEd SummersBlockedUnblockFollowFollowingFeb 8How do we design data collection systems and interfaces to better reflect uncertainty?Stream by Andrew PriceOne of the things…
Continue ReadingExploration of the Social News TV: The Communication Behavior of #ajnewsgrid
The Follower Network AnalysisSocial network analysis (SNA) provides a vital tool for understanding the behavior of networks and graphs. In SNA,…
Continue ReadingWelcome to the Forest. London Borough of Culture 2019 Twitter Analysis
So, to overcome my FOMO, I decided to collect 3,300 tweets about the event using the official hashtag #WelcometotheForest. This…
Continue ReadingHow Do People Feel About Saving Sea Turtles?
Sentiment Analysis of #savetheturtles tweets using…github. comHypothesisOverall, I thought I’d see a decline in interest over time. The below screenshot…
Continue ReadingMaking computers understand the sentiment of tweets
Making computers understand the sentiment of tweetsKristoffer Stensbo-SmidtBlockedUnblockFollowFollowingJan 11Understanding whether a tweet is meant as positive or negative is something humans…
Continue Reading(Almost) Real-Time Twitter Sentiment Analysis with Tweep & Vader
Let’s create a function to capture and display on a plot the sentiment of all 200 last tweets of Donald…
Continue ReadingHow to build a PostgreSQL database to store tweets
On the other hand, we will create a second table that will store information about the tweets: creation date, text…
Continue ReadingFemale black journalists and politicians get sent an abusive tweet every 30 seconds
The study saw 6,500 volunteers from 150 countries help classify abuse in 228,000 tweets sent to 778 women politicians and…
Continue ReadingFinding Local Events Using Twitter Data
Using an existing dataset, we divided tweets into location buckets, used DBSCAN to define significant events, and selected a headline…
Continue ReadingPredicting the market with a little help from the POTUS
We used a Jupyter notebook to analyze and format the data, and loaded the data into a pandas DataFrame, which…
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