goldentraversy07/x_dataset_202507

Bittensor Subnet 13 X (Twitter) Dataset

Miner Data Compliance Agreement

In uploading this dataset, I am agreeing to the Macrocosmos Miner Data Compliance Policy.

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{goldentraversy072025datauniversex_dataset_202507,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={goldentraversy07},
        year={2025},
        url={https://huggingface.co/datasets/goldentraversy07/x_dataset_202507},
        }

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: 23248573
• Date Range: 2025-06-09T00:00:00Z to 2025-07-31T00:00:00Z
• Last Updated: 2025-07-31T21:17:51Z

Data Distribution

• Tweets with hashtags: 31.08%
• Tweets without hashtags: 68.92%

Top 10 Hashtags

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

Rank	Topic	Total Count	Percentage
1	NULL	6185825	46.12%
2	#yahooニュース	34425	0.26%
3	#sb19	26458	0.20%
4	#tiktok	25395	0.19%
5	#عاجل	21327	0.16%
6	#ad	21291	0.16%
7	#bitcoin	20057	0.15%
8	#gold	19965	0.15%
9	#dammam	19307	0.14%
10	#secretstory	18932	0.14%

Update History

Date	New Instances	Total Instances
2025-07-14T09:31:35Z	9837208	9837208
2025-07-14T10:52:09Z	9963140	19800348
2025-07-23T01:17:57Z	1749161	21549509
2025-07-23T12:01:02Z	109406	21658915
2025-07-23T23:05:37Z	114471	21773386
2025-07-24T10:09:41Z	47006	21820392
2025-07-24T20:40:39Z	68289	21888681
2025-07-25T07:12:09Z	50968	21939649
2025-07-25T17:42:55Z	79647	22019296
2025-07-26T04:14:15Z	48593	22067889
2025-07-26T14:45:13Z	77145	22145034
2025-07-27T01:16:11Z	58798	22203832
2025-07-27T11:46:53Z	61697	22265529
2025-07-27T22:17:39Z	88446	22353975
2025-07-28T08:49:17Z	47419	22401394
2025-07-28T19:20:20Z	115725	22517119
2025-07-29T05:52:20Z	89271	22606390
2025-07-29T16:23:46Z	109558	22715948
2025-07-30T02:55:08Z	95155	22811103
2025-07-30T16:25:48Z	167590	22978693
2025-07-30T19:32:18Z	22567	23001260
2025-07-30T21:02:38Z	8920	23010180
2025-07-30T22:32:54Z	6733	23016913
2025-07-31T00:03:11Z	8072	23024985
2025-07-31T01:33:50Z	5072	23030057
2025-07-31T03:04:06Z	10827	23040884
2025-07-31T04:34:21Z	5403	23046287
2025-07-31T06:04:41Z	6519	23052806
2025-07-31T07:35:11Z	9857	23062663
2025-07-31T09:05:32Z	6666	23069329
2025-07-31T10:43:48Z	10656	23079985
2025-07-31T21:17:51Z	168588	23248573