metadata

license: mit
multilinguality:
  - multilingual
source_datasets:
  - original
task_categories:
  - text-classification
  - token-classification
  - question-answering
  - summarization
  - text-generation
task_ids:
  - sentiment-analysis
  - topic-classification
  - named-entity-recognition
  - language-modeling
  - text-scoring
  - multi-class-classification
  - multi-label-classification
  - extractive-qa
  - news-articles-summarization

Bittensor Subnet 13 Reddit Dataset

Data-universe: The finest collection of social media data the web has to offer

Dataset Description

Repository: tensorshield/reddit_dataset_226
Subnet: Bittensor Subnet 13
Miner Hotkey: 5FHLdVQy1SM87C7KJxVj2aKmyqUx9qj7GeL1tVNQBMNJpaxN

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: 27463358
Date Range: 2009-11-16T00:00:00Z to 2025-03-19T00:00:00Z
Last Updated: 2025-03-30T02:43:28Z

Data Distribution

Posts: 12.65%
Comments: 87.35%

Top 10 Subreddits

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

Rank	Topic	Total Count	Percentage
1	r/AskReddit	538020	1.96%
2	r/AITAH	279650	1.02%
3	r/wallstreetbets	191570	0.70%
4	r/politics	182115	0.66%
5	r/announcements	162133	0.59%
6	r/mildlyinfuriating	138668	0.50%
7	r/pics	121037	0.44%
8	r/NoStupidQuestions	109545	0.40%
9	r/moviecritic	106724	0.39%
10	r/CollegeBasketball	104442	0.38%

Update History

Date	New Instances	Total Instances
2025-03-30T00:21:58Z	785992	785992
2025-03-30T00:25:56Z	697780	1483772
2025-03-30T00:29:53Z	728587	2212359
2025-03-30T00:34:43Z	956976	3169335
2025-03-30T00:39:03Z	968788	4138123
2025-03-30T00:44:08Z	972203	5110326
2025-03-30T00:48:14Z	971985	6082311
2025-03-30T00:53:45Z	973871	7056182
2025-03-30T00:58:47Z	970004	8026186
2025-03-30T01:03:24Z	973998	9000184
2025-03-30T01:08:45Z	972827	9973011
2025-03-30T01:13:49Z	974875	10947886
2025-03-30T01:19:44Z	974873	11922759
2025-03-30T01:23:22Z	972457	12895216
2025-03-30T01:28:14Z	974995	13870211
2025-03-30T01:33:13Z	971855	14842066
2025-03-30T01:39:11Z	974457	15816523
2025-03-30T01:49:02Z	971764	16788287
2025-03-30T01:54:05Z	973490	17761777
2025-03-30T01:58:37Z	969298	18731075
2025-03-30T02:03:35Z	969596	19700671
2025-03-30T02:08:45Z	968030	20668701
2025-03-30T02:13:29Z	971758	21640459
2025-03-30T02:21:05Z	970055	22610514
2025-03-30T02:25:35Z	970272	23580786
2025-03-30T02:28:52Z	971209	24551995
2025-03-30T02:32:18Z	971071	25523066
2025-03-30T02:35:54Z	971827	26494893
2025-03-30T02:43:28Z	968465	27463358