arrmlet/reddit_dataset_218

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{arrmlet2024datauniversereddit_dataset_218,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={arrmlet},
        year={2024},
        url={https://huggingface.co/datasets/arrmlet/reddit_dataset_218},
        }

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: 10381390
• Date Range: 2023-02-09T00:00:00Z to 2024-10-22T00:00:00Z
• Last Updated: 2024-10-22T19:48:11Z

Data Distribution

• Posts: 7.82%
• Comments: 91.67%

Top 10 Subreddits

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

Rank	Topic	Total Count	Average Percentage
1	r/AskReddit	499756	2.79%
2	r/politics	489754	2.41%
3	r/worldnews	428077	4.69%
4	r/Bitcoin	387611	10.24%
5	r/pics	377756	2.14%
6	r/technology	372317	4.01%
7	r/movies	336710	1.85%
8	r/mildlyinteresting	328702	1.75%
9	r/todayilearned	326125	4.03%
10	r/Music	311735	3.69%

Update History

Date	New Instances	Total Instances
2024-10-06T22:29:18Z	25889	25889
2024-10-08T13:42:19Z	26380	52269
2024-10-08T17:19:03Z	28902	81171
2024-10-08T17:49:43Z	29325	110496
2024-10-08T18:08:43Z	3778562	3889058
2024-10-10T00:43:29Z	29330	3918388
2024-10-10T11:50:51Z	30930	3949318
2024-10-10T11:59:11Z	31040	3980358
2024-10-10T12:01:32Z	31058	4011416
2024-10-12T05:58:58Z	320747	4332163
2024-10-15T15:09:52Z	1	4332164
2024-10-15T17:59:56Z	316600	4648764
2024-10-15T21:46:35Z	1	4648765
2024-10-16T12:25:27Z	1006	4649771
2024-10-16T12:53:06Z	70228	4719999
2024-10-22T17:50:41Z	583210	5303209
2024-10-22T19:48:11Z	5078181	10381390