StephanAkkerman/crypto-stock-tweets

Crypto & Stock Tweets

Overview

This dataset is a combination of publically available financial tweets.

Datset Size

• Stock Tweets: 2,624,314
• Crypto Tweets: 5,748,725
  • Bitcoin Tweets: 4,820,915

Sources

This dataset is a combination of data from various reputable sources, each contributing a unique perspective on financial tweets:

• Stock Market Tweets Data: 923,673 rows of stock tweets
• Stock Market Tweets: 1,700,641 rows of stock tweets
• Crypto Tweets: 10,438 rows of cryptocurrency tweets
• Influencers' Tweets In Cryptocurrency: 16,512 rows of cryptocurrency tweets
• Bitcoin Tweets: 76,797 of bitcoin tweets
• Bitcoin Tweets: 4,863,751 rows of bitcoin tweets
• Crypto Tweets: 80,000 rows of cryptocurrency tweets
• Cryptocurreny Sentiment Tweets: 824,908 rows of cryptocurrency tweets
• Financial Tweets: 263,119 rows of financial tweets
• Cryptocurrency Tweets: 576,836 rows of cryptocurrency tweets

Usage

This dataset can be used for pre-training language models on financial tweets.

Pre-processing Steps

Originally the combined datasets consist of 9,336,675 rows. However, there are some duplicates and not useful tweets in there. The dataset has been cleaned of t.co URLs, duplicate text, empty text, and tweets that end with '...'. As a result the cleaned dataset consist of 8,024,269 rows, which is the one available here.

Acknowledgements

We extend our heartfelt gratitude to all the authors and contributors of the original datasets. Their efforts in data collection and curation have been pivotal in creating this comprehensive resource.

License

This dataset is made available under the CC-BY-4.0 license, adhering to the licensing terms of the original datasets.