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

Dataset Description

  • Repository: chris241/reddit_dataset_219
  • Subnet: Bittensor Subnet 13
  • Miner Hotkey: 5DEynUtF6uUDYvUzCJJD4CKfJXLxxKG9FFdxibpLzXAtw1HN

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{chris2412024datauniversereddit_dataset_219,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={chris241},
        year={2024},
        url={https://huggingface.co/datasets/chris241/reddit_dataset_219},
        }

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: 61603664
  • Date Range: 2024-09-17 to 2024-10-04
  • Last Updated: 2024-10-04

Data Distribution

  • Posts: 8.55%
  • Comments: 91.45%

Top 10 Subreddits

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

Rank Item Percentage
1 r/AskReddit 3.28%
2 r/AITAH 2.96%
3 r/JerkOffChat 2.89%
4 r/teenagers 2.78%
5 r/NoStupidQuestions 2.69%
6 r/GOONED 2.44%
7 r/politics 2.06%
8 r/AskRedditAfterDark 1.99%
9 r/relationship_advice 1.93%
10 r/Monopoly_GO 1.88%

Update History

Date New Instances Total Instances
2024-10-04 906978 906978
2024-10-03 1293328 2200306
2024-10-03 1491340 3691646
2024-10-02 1008833 4700479
2024-10-01 1011897 5712376
2024-10-01 1209188 6921564
2024-09-30 1166112 8087676
2024-09-29 833849 8921525
2024-09-29 1043557 9965082
2024-09-28 1100084 11065166
2024-09-27 943861 12009027
2024-09-26 1156861 13165888
2024-09-26 1389969 14555857
2024-09-25 1035392 15591249
2024-09-24 1202288 16793537
2024-09-23 8109815 24903352
2024-09-21 17049878 41953230
2024-09-24 3645589 45598819
2024-09-25 1441201 47040020
2024-09-25 1267443 48307463
2024-09-26 920383 49227846
2024-09-27 1413515 50641361
2024-09-28 1361454 52002815
2024-09-28 848269 52851084
2024-09-29 1065447 53916531
2024-09-30 1021323 54937854
2024-09-30 903835 55841689
2024-10-01 1212989 57054678
2024-10-02 1397175 58451853
2024-10-02 1370303 59822156
2024-10-03 355063 60177219
2024-10-04 1426445 61603664