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--- |
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license: cc-by-4.0 |
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language: |
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- en |
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tags: |
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- finance |
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- twitter |
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- tweets |
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- crypto |
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- stocks |
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pretty_name: Crypto & Stock Tweets |
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size_categories: |
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- 1M<n<10M |
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--- |
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# Crypto & Stock Tweets |
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## Overview |
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This dataset is a combination of publically available financial tweets. |
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## Datset Size |
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- Stock Tweets: 2,624,314 |
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- Crypto Tweets: 5,748,725 |
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- Bitcoin Tweets: 4,820,915 |
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## Sources |
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This dataset is a combination of data from various reputable sources, each contributing a unique perspective on financial tweets: |
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- [Stock Market Tweets Data](https://ieee-dataport.org/open-access/stock-market-tweets-data): 923,673 rows of stock tweets |
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- [Stock Market Tweets](https://huggingface.co/datasets/mjw/stock_market_tweets): 1,700,641 rows of stock tweets |
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- [Crypto Tweets](https://www.kaggle.com/datasets/leoth9/crypto-tweets): 10,438 rows of cryptocurrency tweets |
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- [Influencers' Tweets In Cryptocurrency](https://data.mendeley.com/datasets/8fbdhh72gs/5): 16,512 rows of cryptocurrency tweets |
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- [Bitcoin Tweets](https://data.mendeley.com/datasets/x7yvshrnxy/1): 76,797 of bitcoin tweets |
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- [Bitcoin Tweets](https://www.kaggle.com/datasets/kaushiksuresh147/bitcoin-tweets): 4,863,751 rows of bitcoin tweets |
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- [Crypto Tweets](https://www.kaggle.com/datasets/tleonel/crypto-tweets-80k-in-eng-aug-2022): 80,000 rows of cryptocurrency tweets |
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- [Cryptocurreny Sentiment Tweets](https://www.kaggle.com/datasets/rezasemyari/crypto-sentiment-tweets): 824,908 rows of cryptocurrency tweets |
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- [Financial Tweets](https://huggingface.co/datasets/StephanAkkerman/financial-tweets): 263,119 rows of financial tweets |
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- [Cryptocurrency Tweets](https://github.com/am15h/CrypTop12): 576,836 rows of cryptocurrency tweets |
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## Usage |
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This dataset can be used for pre-training language models on financial tweets. |
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## Pre-processing Steps |
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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 '...'. |
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As a result the cleaned dataset consist of 8,024,269 rows, which is the one available here. |
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## Acknowledgements |
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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. |
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## License |
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This dataset is made available under the CC-BY-4.0 license, adhering to the licensing terms of the original datasets. |
