mgrtsv/reddit_dataset_46

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{mgrtsv2024datauniversereddit_dataset_46,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={mgrtsv},
        year={2024},
        url={https://huggingface.co/datasets/mgrtsv/reddit_dataset_46},
        }

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: 255611411
• Date Range: 2008-11-10T00:00:00Z to 2024-12-29T00:00:00Z
• Last Updated: 2024-12-29T10:52:21Z

Data Distribution

• Posts: 13.91%
• Comments: 86.09%

Top 10 Subreddits

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

Rank	Topic	Total Count	Percentage
1	r/Pixelary	91529	0.04%
2	r/adhdwomen	67054	0.03%
3	r/starcitizen	65069	0.03%
4	r/bloxfruits	64601	0.03%
5	r/AskIndia	62679	0.02%
6	r/CatAdvice	60439	0.02%
7	r/AnimalJam	60159	0.02%
8	r/Bumperstickers	58750	0.02%
9	r/Market76	58429	0.02%
10	r/PcBuild	57737	0.02%

Update History

Date	New Instances	Total Instances
2024-11-06T21:26:55Z	52646221	52646221
2024-11-10T10:14:26Z	11167059	63813280
2024-11-13T23:31:23Z	10853750	74667030
2024-11-17T13:22:25Z	10126413	84793443
2024-11-18T12:54:52Z	68093	84861536
2024-11-22T01:35:39Z	10995891	95857427
2024-11-25T14:19:09Z	10473254	106330681
2024-11-29T03:30:39Z	11028656	117359337
2024-12-08T18:40:32Z	9207637	126566974
2024-12-12T07:47:27Z	8899785	135466759
2024-12-15T20:19:45Z	8494208	143960967
2024-12-19T09:07:15Z	8891334	152852301
2024-12-29T10:52:21Z	102759110	255611411