Shane Dawson's Tweets
Capturing Reactions and Popularity Trends
By Twitter [source]
About this dataset
This dataset contains several columns of data, providing researchers with an array of information around the tweets sent out by influencer Shane Dawson from 2016-2019. From this collection of sentiments analysis, researchers can measure the overall reception and appeal to not only Shane’s followers but the public at large, granting a profound understanding into his digital presence and overall popularity. With this charted data, valuable insights can be acquired which in return may provide useful guidance to constructive decisions related to his future career. The columns included in this dataset include: tweet_id (unique identifier), timestamp (date tweet was made), username (user who made tweet), text (actual text of post - some are truncated due to size constraints), language (language used in tweet) sentiment_score (-1 = negative sentiment; 0 = neutral sentiment; +1 = positive sentiment) followers_count (# of followers user has when the tweet was made)
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How to use the dataset
This dataset is an excellent tool for researchers to use when studying the attitudes and sentiments of those who follow Shane Dawson. This dataset contains data on tweets sent out by the YouTuber from the years 2016-2019. It allows us to measure his presence in social media and better understand how his followers respond to his tweets.
There are several ways that this dataset can be used, including obtaining an overall sentiment score, comparing sentiment scores over time periods or topics as well as other different analyses.
Research Ideas
- Analyzing how audience reception of recent projects released by Shane Dawson has changed over time
- Examining changes in topic discussed by Shane Dawson on Twitter within a specific time frame
- Comparing sentiment scores of different types of tweets to better understand what topics invoke the most positive and negative reactions from viewers
Acknowledgements
If you use this dataset in your research, please credit the original authors.
Data Source
License
License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.
Columns
Acknowledgements
If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit Twitter.