license: mit
tags:
- twitter
Twitter User Dataset
This dataset was obtained by crawling Twitter's REST API using the Python library Tweepy 3. The dataset comprises tweets from the 20 most popular Twitter users based on the number of followers, with retweets excluded. These accounts include public figures such as Katy Perry and Barack Obama, platforms like YouTube and Instagram, and television channels such as CNN Breaking News and The Ellen Show.
The dataset presents a diverse collection of tweets, ranging from relatively structured and formal to completely unstructured and colloquial in style. Unfortunately, geocoordinates were not available for these tweets.
Dataset Details
Purpose: The dataset has been utilized in the generation of a research paper titled "Machine Learning Techniques for Anomaly Detection in Post Arrays."
Crawled Attributes:
- Author (Twitter User)
- Content (Tweet)
- Date_Time
- ID (Twitter User ID)
- Language (Tweet Language)
- Number_of_Likes
- Number_of_Shares
Statistics
- Total Tweets: 52,543
Top 20 Users
| Screen_Name | #Tweets | Time Span (in days) |
|---|---|---|
| TheEllenShow | 3,147 | 662 |
| jimmyfallon | 3,123 | 1,231 |
| ArianaGrande | 3,104 | 613 |
| YouTube | 3,077 | 411 |
| KimKardashian | 2,939 | 603 |
| katyperry | 2,924 | 1,598 |
| selenagomez | 2,913 | 2,266 |
| rihanna | 2,877 | 1,557 |
| BarackObama | 2,863 | 849 |
| britneyspears | 2,776 | 1,548 |
| 2,577 | 456 | |
| shakira | 2,530 | 1,850 |
| Cristiano | 2,507 | 2,407 |
| jtimberlake | 2,478 | 2,491 |
| ladygaga | 2,329 | 894 |
| 2,290 | 2,593 | |
| ddlovato | 2,217 | 741 |
| taylorswift13 | 2,029 | 2,091 |
| justinbieber | 2,000 | 664 |
| cnnbrk | 1,842 | 183 (2017) |
If you have any questions or feedback, please contact the project maintainers:
- 0x_hayden
- Email: [email protected]
Credits
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Contributors and Developers
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