Data Science Stack Exchange
Data Science Stack Exchange

Questions tagged [twitter]

Twitter is a large social media platform that allows users to share short (280 character) text posts (Tweets) with other users across the platform. Topics include those from Natural Language Processing (NLP) including text data, sentiment analysis, topic modeling, text summarization/extraction, social media language models, etc.

Twitter is a large social media platform that allows users to share short (280 character) text posts (Tweets) with other users across the platform. Topics include those from Natural Language Processing (NLP) including text data, sentiment analysis, topic modeling, text summarization/extraction, social media language models, etc. Analysis of Twitter data can be used in various data science projects and can be accessed through the Twitter API and Twitter Developer Tools (https://developer.twitter.com/en).

26 questions
4
votes
2 answers

How to detect if one tweet is agreeing with another

I want to detect tweet text agreement. Suppose someone posts some subjective opinion in twitter. Other users will post reply either agreeing or opposing the original tweet. I want to estimate the amount of agreement. Is there any algorithm/library…
Rakib
  • 205
  • 3
  • 10
2
votes
1 answer

Twitter Retweet Network Visualization

I am trying to visualize retweet network in order to find out which users are most likely to have most influence on other users. Here is my code: import networkx as nx G_retweet = nx.from_pandas_edgelist(translated_iranian_tweets, …
Stefan Radonjic
  • 716
  • 1
  • 7
  • 20
2
votes
2 answers

twitter data analysis?

I am involved in twitter analysis data. I want to find trending topics in tweets with some hashtags, like #finance or #technology. I have a hugh data set of tweets and now I need to analyze them. I need to recognize topics, if there are. They way…
Federico Caccia
  • 760
  • 6
  • 18
1
vote
1 answer

Twitter Data-Analyse: What can I do with the data?

I retrieve data to a specific topic from Twitter and did my sentiment analysis on it. I never did anything in NLP, etc. So what else can I do with that? "Main goal" would be to find out if the Twitter community is against this "topic" or not. I am…
Loretta
  • 27
  • 5
1
vote
1 answer

Doubt on retrieving tweets for sentiment analysis?

I wanted to do my first project on sentiment analysis. My goal is trying to do sentiment analysis on tweets that mention 'Uber' and see if there is correlation with the stock price: 'UBER'. Problem is it went public this year, so I would need tweets…
Chicago1988
  • 199
  • 1
  • 2
  • 8
1
vote
0 answers

Recognizing emerging topic within ongoing topic

I have been collecting a large amount of tweets from Twitter for a few weeks related to a series of specific keywords, and would like to address a specific problem. Say I collected all tweets mentioning the word "Monsters", and it averaged about 50k…
Danilo Trinidad Perez Rivera
  • 11
  • 2
1
vote
1 answer

Twitter Dataset

I have found the following dataset, apparently it is the largest tweet dataset: https://www.kaggle.com/kazanova/sentiment140 However, I am looking for a dataset of tweets, with columns containing: Tweet, likes, retweets and comments. Does anyone…
Gavin Fitzpatrick
  • 11
  • 1
1
vote
0 answers

Alternatives to twitter for large daily or weekly samples for sentiment analysis

Twitter, with their API, including the free tier, has been a go-to source for collecting large samples of texts expressing sentiment on various topics of interest. I just started a project in December to collect, over the long term, sentiment about…
ViennaMike
  • 121
  • 4
1
vote
0 answers

Hashtag-based Tweet similarity

I have a big dataset consisting of tweets including hashtags and I want to build a hashtag-based similarity engine to get the most similar tweets given a set of hashtags. In the end I would like to have some kind of "hashtag to vector embedding"…
Michael S
  • 11
  • 2
1
vote
1 answer

T-test against normalised or standardised data gives different results

I am studying the problem to predict popularity of a tweet, and want to test null hypothesis: there is no relationships between favorite_counts and another set of variables, like number of friends of users. I am not sure if normalise or standardise…
user305883
  • 165
  • 9
0
votes
1 answer

Data type when registering Twitter developer account?

When registering the Twitter developer account, I saw the response as below "Thank you for your request. In order for us to review, we need a few additional details about your plans for the academic access to our API that you’re requesting. The…
Phil Nguyen
  • 103
  • 4
0
votes
1 answer

I keep getting an error message in R while using twitteR

here is what I am doing: tweets=searchTwitter("walmart",n=3000, lang="en",since="2021-01-08",until="2021-01-10") And this is my error message: Warning message: In doRppAPICall("search/tweets", n, params = params, retryOnRateLimit =…
Graciela Colin
  • 1
0
votes
1 answer

Which tool is good to collect tweets on 50 keywords over the last 5 years and then analyze them with the LDA algorithm or sentiment analysis?

I want to find tweets from the last 5 years to a topic. For this I decide for 50 Keywords (related to the main topic), where I want to find data on Twitter. I want to find out how the trend on the subject is, are there any opposing/negative…
Loretta
  • 27
  • 5
0
votes
1 answer

Can I download Twitter data via web scraping for research?

I want to do a sentiment analysis using twitter data. Was thinking about hardcoding a cURL script to download data, from a Google Cloud service (I'll run the data on a neural network on the server, to label each tweet), but I have this question: Am…
Delta
  • 103
  • 3
0
votes
1 answer

Retrieving follower and followee (friend) counts using Twitter API

I want to retrieve Twitter users' follower and followee (friend) count using Twitter API. (I am reluctant with using a crawler since I need this data for research purposes) However, I was only able to find get_friend_list DOC which returns the…
Jiho Choi
  • 123
  • 6
1
2