futuremoon/x_dataset_39

Bittensor Subnet 13 X (Twitter) Dataset

Dataset Summary

This dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The data is continuously updated by network miners, providing a real-time stream of tweets for various analytical and machine learning tasks. For more information about the dataset, please visit the official repository.

Supported Tasks

The versatility of this dataset allows researchers and data scientists to explore various aspects of social media dynamics and develop innovative applications. Users are encouraged to leverage this data creatively for their specific research or business needs. For example:

• Sentiment Analysis
• Trend Detection
• Content Analysis
• User Behavior Modeling

Languages

Primary language: Datasets are mostly English, but can be multilingual due to decentralized ways of creation.

Dataset Structure

Data Instances

Each instance represents a single tweet with the following fields:

Data Fields

• text (string): The main content of the tweet.
• label (string): Sentiment or topic category of the tweet.
• tweet_hashtags (list): A list of hashtags used in the tweet. May be empty if no hashtags are present.
• datetime (string): The date when the tweet was posted.
• username_encoded (string): An encoded version of the username to maintain user privacy.
• url_encoded (string): An encoded version of any URLs included in the tweet. May be empty if no URLs are present.

Data Splits

This dataset is continuously updated and does not have fixed splits. Users should create their own splits based on their requirements and the data's timestamp.

Dataset Creation

Source Data

Data is collected from public tweets on X (Twitter), adhering to the platform's terms of service and API usage guidelines.

Personal and Sensitive Information

All usernames and URLs are encoded to protect user privacy. The dataset does not intentionally include personal or sensitive information.

Considerations for Using the Data

Social Impact and Biases

Users should be aware of potential biases inherent in X (Twitter) data, including demographic and content biases. This dataset reflects the content and opinions expressed on X and should not be considered a representative sample of the general population.

Limitations

• Data quality may vary due to the decentralized nature of collection and preprocessing.
• The dataset may contain noise, spam, or irrelevant content typical of social media platforms.
• Temporal biases may exist due to real-time collection methods.
• The dataset is limited to public tweets and does not include private accounts or direct messages.
• Not all tweets contain hashtags or URLs.

Additional Information

Licensing Information

The dataset is released under the MIT license. The use of this dataset is also subject to X Terms of Use.

Citation Information

If you use this dataset in your research, please cite it as follows:

@misc{futuremoon2025datauniversex_dataset_39,
    title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
    author={futuremoon},
    year={2025},
    url={https://huggingface.co/datasets/futuremoon/x_dataset_39},
}

Contributions

To report issues or contribute to the dataset, please contact the miner or use the Bittensor Subnet 13 governance mechanisms.

Dataset Statistics

[This section is automatically updated]

• Total Instances: 168803311
• Date Range: 2024-12-24T02:00:00Z to 2025-02-05T12:35:47Z
• Last Updated: 2025-02-06T06:47:57Z

Data Distribution

• Tweets with hashtags: 15.93%
• Tweets without hashtags: 84.07%

Top 10 Hashtags

For full statistics, please refer to the stats.json file in the repository.

1. #riyadh (943293)
2. #zelena (256540)
3. #tiktok (242322)
4. #ad (124375)
5. #tenleehitsyslmw25 (99769)
6. #plutoseriesep11 (83413)
7. #merrychristmas (72221)
8. #theheartkillersep6 (66367)
9. #सतलोक_vs_स्वर्ग (66035)
10. #bbb25 (63603)

Update History

Date	New Instances	Total Instances
2025-01-23T07:35:53Z	5986812	11973624
2025-01-24T17:23:26Z	8263919	22514650
2025-01-25T21:24:04Z	6934408	28119547
2025-01-29T22:15:37Z	8182430	37549999
2025-01-29T22:35:01Z	5273282	39914133
2025-01-29T22:52:36Z	5880527	46401905
2025-01-29T23:14:57Z	6178889	52879156
2025-01-30T01:42:46Z	8549240	63798747
2025-01-30T02:21:01Z	7893478	71036463
2025-01-30T03:04:54Z	9689930	82522845
2025-01-30T03:36:27Z	6473435	85779785
2025-01-30T03:50:51Z	4584599	88475548
2025-01-30T04:15:17Z	5608231	95107411
2025-01-30T04:53:51Z	7677395	104853970
2025-01-30T05:40:14Z	8855337	114887249
2025-01-30T06:00:03Z	6888883	119809678
2025-01-30T06:31:20Z	6236334	125393463
2025-01-30T12:42:30Z	7228723	133614575
2025-02-01T05:13:25Z	4482548	135350948
2025-02-01T12:02:02Z	5664640	142197680
2025-02-01T22:10:36Z	5388375	147309790
2025-02-03T06:25:01Z	7417971	156757357
2025-02-05T04:35:11Z	5735752	160810890
2025-02-05T13:28:22Z	6296407	167667952
2025-02-06T06:47:57Z	7431766	176235077