README.md

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

Dataset Description

• Repository: chain03/reddit_dataset_211
• Subnet: Bittensor Subnet 13
• Miner Hotkey: 5HpykUU2jEfhYiUBDJmffFLQyJGBJiKibV38eMchuggXVCND

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{chain032025datauniversereddit_dataset_211,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={chain03},
        year={2025},
        url={https://huggingface.co/datasets/chain03/reddit_dataset_211},
        }

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: 75817
• Date Range: 2025-03-05T00:00:00Z to 2025-03-10T00:00:00Z
• Last Updated: 2025-03-10T19:57:20Z

Data Distribution

• Posts: 1.93%
• Comments: 98.07%

Top 10 Subreddits

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

Rank	Topic	Total Count	Percentage
1	r/wallstreetbets	28931	38.16%
2	r/Bitcoin	14546	19.19%
3	r/CryptoCurrency	14538	19.18%
4	r/CryptoMarkets	6847	9.03%
5	r/ethtrader	4078	5.38%
6	r/solana	3828	5.05%
7	r/btc	2212	2.92%
8	r/Monero	274	0.36%
9	r/Polkadot	256	0.34%
10	r/Bitcoincash	139	0.18%

Update History

Date	New Instances	Total Instances
2025-03-05T01:51:29Z	1248	1248
2025-03-05T03:21:31Z	1125	2373
2025-03-05T04:51:34Z	536	2909
2025-03-05T06:21:36Z	752	3661
2025-03-05T07:51:39Z	804	4465
2025-03-05T09:21:42Z	462	4927
2025-03-05T10:51:46Z	905	5832
2025-03-05T12:21:55Z	574	6406
2025-03-05T13:52:07Z	1095	7501
2025-03-05T15:22:11Z	791	8292
2025-03-05T16:52:14Z	957	9249
2025-03-05T18:22:17Z	1048	10297
2025-03-05T19:52:20Z	777	11074
2025-03-05T21:22:22Z	759	11833
2025-03-05T22:52:26Z	776	12609
2025-03-06T00:22:29Z	772	13381
2025-03-06T01:52:32Z	970	14351
2025-03-06T03:22:37Z	929	15280
2025-03-06T04:52:40Z	688	15968
2025-03-06T06:22:42Z	754	16722
2025-03-06T07:52:45Z	861	17583
2025-03-06T09:22:51Z	533	18116
2025-03-06T10:52:54Z	922	19038
2025-03-06T12:22:57Z	940	19978
2025-03-06T13:52:59Z	555	20533
2025-03-06T15:23:02Z	855	21388
2025-03-06T16:53:06Z	1083	22471
2025-03-06T18:23:08Z	686	23157
2025-03-06T19:53:11Z	749	23906
2025-03-06T21:23:15Z	1150	25056
2025-03-06T22:53:18Z	796	25852
2025-03-07T00:23:21Z	775	26627
2025-03-07T01:53:26Z	936	27563
2025-03-07T03:23:51Z	822	28385
2025-03-07T04:53:57Z	1292	29677
2025-03-07T06:23:59Z	912	30589
2025-03-07T07:54:02Z	739	31328
2025-03-07T09:24:05Z	623	31951
2025-03-07T10:54:08Z	845	32796
2025-03-07T12:24:11Z	740	33536
2025-03-07T13:54:13Z	877	34413
2025-03-07T15:24:16Z	880	35293
2025-03-07T16:54:19Z	1048	36341
2025-03-07T18:24:24Z	1174	37515
2025-03-07T19:54:27Z	778	38293
2025-03-07T21:24:30Z	937	39230
2025-03-07T22:54:33Z	591	39821
2025-03-08T00:24:36Z	895	40716
2025-03-08T01:54:39Z	675	41391
2025-03-08T03:24:42Z	813	42204
2025-03-08T04:54:46Z	567	42771
2025-03-08T06:24:48Z	522	43293
2025-03-08T07:54:52Z	465	43758
2025-03-08T09:24:54Z	438	44196
2025-03-08T10:54:56Z	609	44805
2025-03-08T12:24:59Z	436	45241
2025-03-08T13:55:02Z	662	45903
2025-03-08T15:25:08Z	643	46546
2025-03-08T16:55:11Z	1035	47581
2025-03-08T18:25:14Z	734	48315
2025-03-08T19:55:23Z	929	49244
2025-03-08T21:25:25Z	896	50140
2025-03-08T22:55:28Z	795	50935
2025-03-09T00:25:31Z	506	51441
2025-03-09T01:55:34Z	752	52193
2025-03-09T03:25:39Z	888	53081
2025-03-09T04:55:43Z	717	53798
2025-03-09T06:25:46Z	392	54190
2025-03-09T07:55:49Z	316	54506
2025-03-09T09:25:53Z	612	55118
2025-03-09T10:55:57Z	698	55816
2025-03-09T12:26:01Z	745	56561
2025-03-09T13:56:04Z	617	57178
2025-03-09T15:26:07Z	1091	58269
2025-03-09T16:56:10Z	764	59033
2025-03-09T18:26:12Z	809	59842
2025-03-09T19:56:16Z	897	60739
2025-03-09T21:26:21Z	886	61625
2025-03-09T22:56:25Z	1258	62883
2025-03-10T00:26:28Z	1021	63904
2025-03-10T01:56:31Z	762	64666
2025-03-10T03:26:35Z	734	65400
2025-03-10T04:56:42Z	798	66198
2025-03-10T06:26:45Z	728	66926
2025-03-10T07:56:50Z	692	67618
2025-03-10T09:26:53Z	811	68429
2025-03-10T10:56:56Z	656	69085
2025-03-10T12:27:01Z	895	69980
2025-03-10T13:57:04Z	973	70953
2025-03-10T15:27:07Z	971	71924
2025-03-10T16:57:10Z	1317	73241
2025-03-10T18:27:13Z	1163	74404
2025-03-10T19:57:20Z	1413	75817