goldentraversy07/reddit_dataset_204

Bittensor Subnet 13 Reddit 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 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{goldentraversy072025datauniversereddit_dataset_204,
        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/reddit_dataset_204},
        }

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: 3479412
• Date Range: 2015-02-24T00:00:00Z to 2025-05-01T00:00:00Z
• Last Updated: 2025-05-01T17:45:48Z

Data Distribution

• Posts: 3.50%
• Comments: 96.50%

Top 10 Subreddits

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

Rank	Topic	Total Count	Percentage
1	r/AskReddit	95102	2.73%
2	r/wallstreetbets	92251	2.65%
3	r/AITAH	77560	2.23%
4	r/AskUS	73163	2.10%
5	r/nba	69994	2.01%
6	r/politics	69012	1.98%
7	r/AmIOverreacting	61065	1.76%
8	r/teenagers	60527	1.74%
9	r/thescoop	59408	1.71%
10	r/marvelrivals	58082	1.67%

Update History

Date	New Instances	Total Instances
2025-04-29T02:13:51Z	610411	610411
2025-04-29T08:14:34Z	68196	678607
2025-04-29T13:20:37Z	78661	757268
2025-04-29T18:58:51Z	247236	1004504
2025-04-30T00:25:51Z	310247	1314751
2025-04-30T06:26:38Z	280060	1594811
2025-04-30T11:38:06Z	174819	1769630
2025-04-30T17:39:45Z	393734	2163364
2025-04-30T23:41:11Z	397077	2560441
2025-05-01T05:42:31Z	312558	2872999
2025-05-01T11:43:58Z	212708	3085707
2025-05-01T17:45:48Z	393705	3479412