Datasets:

nicchio816
/

x_dataset_111

version string	data_source string	summary dict	topics sequence	tweets_with_hashtags_count int64	tweets_without_hashtags_count int64
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Bittensor Subnet 13 X (Twitter) Dataset

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

Miner Data Compliance Agreement

In uploading this dataset, I am agreeing to the Macrocosmos Miner Data Compliance Policy.

Dataset Summary

This dataset is part of the Bittensor Subnet 13 decentralized network, containing preprocessed data from X (formerly Twitter). The data is continuously updated by network miners, providing a real-time stream of tweets 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
Trend Detection
Content Analysis
User Behavior Modeling

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 tweet with the following fields:

Data Fields

text (string): The main content of the tweet.
label (string): Sentiment or topic category of the tweet.
tweet_hashtags (list): A list of hashtags used in the tweet. May be empty if no hashtags are present.
datetime (string): The date when the tweet was posted.
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 tweet. May be empty if no URLs are present.

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 tweets on X (Twitter), 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 X (Twitter) data, including demographic and content biases. This dataset reflects the content and opinions expressed on X and should not be considered a representative sample of the general population.

Limitations

Data quality may vary due to the decentralized nature of collection and preprocessing.
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 tweets and does not include private accounts or direct messages.
Not all tweets contain hashtags or URLs.

Additional Information

Licensing Information

The dataset is released under the MIT license. The use of this dataset is also subject to X Terms of Use.

Citation Information

If you use this dataset in your research, please cite it as follows:

@misc{nicchio8162025datauniversex_dataset_111,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={nicchio816},
        year={2025},
        url={https://huggingface.co/datasets/nicchio816/x_dataset_111},
        }

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: 0
Date Range: 2025-06-29T16:30:15Z to 2025-06-29T16:30:15Z
Last Updated: 2025-06-29T16:30:15Z

Data Distribution

Tweets with hashtags: 0.00%
Tweets without hashtags: 100.00%

Top 10 Hashtags

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

Rank	Topic	Total Count	Percentage

Update History

Date	New Instances	Total Instances
2025-05-07T00:25:58Z	986712	986712
2025-05-07T00:48:58Z	987187	1973899
2025-05-07T01:12:16Z	987656	2961555
2025-05-07T01:35:23Z	987250	3948805
2025-05-07T01:58:17Z	987111	4935916
2025-05-07T02:21:11Z	986823	5922739
2025-05-07T02:44:18Z	987049	6909788
2025-05-07T03:07:26Z	986001	7895789
2025-05-07T03:29:02Z	557335	8453124
2025-05-07T03:49:33Z	82030	8535154
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2025-05-07T04:30:18Z	73503	8684725
2025-05-07T04:50:48Z	66453	8751178
2025-05-07T05:11:10Z	64747	8815925
2025-05-07T05:31:29Z	62269	8878194
2025-05-07T05:51:51Z	57161	8935355
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2025-05-07T06:32:33Z	56758	9049154
2025-05-07T06:52:54Z	52540	9101694
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2025-05-07T08:14:14Z	50872	9308895
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2025-05-07T14:22:29Z	105139	10584093
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2025-05-07T20:53:03Z	111532	12711746
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Repository:

nicchio816/x_dataset_111

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Bittensor Subnet 13

Miner Hotkey:

5F1t5ddY4PW34FQBK4iHVi1CbhySSbV5Yr4swpChryepB1pn

Size of downloaded dataset files:

47.2 kB

Size of the auto-converted Parquet files:

15.8 kB

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