Dream's Tweets by Kaggle | Ecommerce and Consumer Trends

About this Dataset

Dream's Tweets

Content, Reactions, and Interactions

About this dataset

This dataset contains insightful information on the tweets of Dream, a renowned Twitter account in the music world. It delves deep into the content and sentiment of each tweet, while providing dates, likes metrics and more – allowing users to study the engagement associated with each post. The data also provides media usage such as photos or videos linked per post, outlinks within a tweet, quotes included, quoted tweets mentioned and how often they are retweeted. Furthermore, this dataset also sheds light upon replies made to Dream's posts as well as corresponding URLs and conversation ids. This material provides valuable insight into understanding how social media engagement works in different contexts – particularly within the realm of music!

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Research Ideas

Plotting user engagement trends over time: By plotting likes, retweets, quoted tweets, replies and interaction numbers against dates associated to the tweets one can analyse if users are getting more or less engaged overtime with Dream Tweets.

Correlating media use with user engagement: By looking at the content of each tweet (photos/videos) and mapping it to its likes/retweets/replies etc., we can determine which type of media is most liked by the followers (e.g photo vs video).

Analyzing link clicks outreach: With this dataset we have access to outlinks within each tweet which allows us to see how many clicks a tweet has received from users clicking on links within individual post noting that some outlinks result in different levels of growth in certain cases such as advertisement plaforms compared to website views and social account followerships etc..

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.

Tables

Dream

@kaggle.thedevastator_dream_tweets_analyzing_social_media_engagement_m.dream

84.91 KB
571 rows
14 columns


CREATE TABLE dream (
  "content" VARCHAR,
  "created_at" VARCHAR,
  "date" VARCHAR,
  "likecount" BIGINT,
  "media" VARCHAR,
  "outlinks" VARCHAR,
  "quotecount" BIGINT,
  "quotedtweet" VARCHAR,
  "replycount" BIGINT,
  "retweetcount" BIGINT,
  "retweetedtweet" VARCHAR,
  "url" VARCHAR,
  "id" BIGINT,
  "conversationid" BIGINT
);