tensorshield/reddit_dataset_226

Bittensor Subnet 13 Reddit Dataset

Dataset Summary

This dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed Reddit data. The data is continuously updated by network miners, providing a real-time stream of Reddit content 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
• Topic Modeling
• Community Analysis
• Content Categorization

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 Reddit post or comment with the following fields:

Data Fields

• text (string): The main content of the Reddit post or comment.
• label (string): Sentiment or topic category of the content.
• dataType (string): Indicates whether the entry is a post or a comment.
• communityName (string): The name of the subreddit where the content was posted.
• datetime (string): The date when the content was posted or commented.
• 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 content.

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 posts and comments on Reddit, 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 Reddit data, including demographic and content biases. This dataset reflects the content and opinions expressed on Reddit and should not be considered a representative sample of the general population.

Limitations

• Data quality may vary due to the nature of media sources.
• 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 subreddits and does not include private or restricted communities.

Additional Information

Licensing Information

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

Citation Information

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

@misc{tensorshield2025datauniversereddit_dataset_226,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={tensorshield},
        year={2025},
        url={https://huggingface.co/datasets/tensorshield/reddit_dataset_226},
        }

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: 22572
• Date Range: 2025-03-24T00:00:00Z to 2025-03-24T00:00:00Z
• Last Updated: 2025-03-31T01:47:15Z

Data Distribution

• Posts: 11.88%
• Comments: 88.12%

Top 10 Subreddits

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

Rank	Topic	Total Count	Percentage
1	r/AskReddit	686	3.04%
2	r/CollegeBasketball	610	2.70%
3	r/AITAH	296	1.31%
4	r/nba	188	0.83%
5	r/mildlyinfuriating	179	0.79%
6	r/denvernuggets	178	0.79%
7	r/tennis	153	0.68%
8	r/LAClippers	139	0.62%
9	r/MadeMeSmile	123	0.54%
10	r/90DayFiance	111	0.49%

Update History

Date	New Instances	Total Instances
2025-03-31T01:34:20Z	1409	1409
2025-03-31T01:35:14Z	2998	4407
2025-03-31T01:36:16Z	1542	5949
2025-03-31T01:37:14Z	1435	7384
2025-03-31T01:38:14Z	1520	8904
2025-03-31T01:39:16Z	1502	10406
2025-03-31T01:40:24Z	1526	11932
2025-03-31T01:41:16Z	1526	13458
2025-03-31T01:42:16Z	1512	14970
2025-03-31T01:44:01Z	2641	17611
2025-03-31T01:44:36Z	878	18489
2025-03-31T01:45:13Z	958	19447
2025-03-31T01:46:30Z	1728	21175
2025-03-31T01:47:15Z	1397	22572