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 X (Twitter) Dataset

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

Dataset Description

Repository: gsjcm/x_dataset_28
Subnet: Bittensor Subnet 13
Miner Hotkey: 5EX9Q4ZCuYDCBGcGiyFBDp6uCqqnhyUcyfmoRzEvRzujzwxk

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{gsjcm2025datauniversex_dataset_28,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={gsjcm},
        year={2025},
        url={https://huggingface.co/datasets/gsjcm/x_dataset_28},
        }

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: 34226422
Date Range: 2025-06-10T00:00:00Z to 2025-08-12T00:00:00Z
Last Updated: 2025-09-11T21:30:19Z

Data Distribution

Tweets with hashtags: 20.55%
Tweets without hashtags: 79.45%

Top 10 Hashtags

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

Rank	Topic	Total Count	Percentage
1	NULL	26850789	79.24%
2	#riyadh	888113	2.62%
3	#bb27	132860	0.39%
4	#tiktok	128603	0.38%
5	#ad	118391	0.35%
6	#loveislandusa	106948	0.32%
7	#仮面ライダーガヴ	105854	0.31%
8	#valetudo	101972	0.30%
9	#pr	97508	0.29%
10	#ラヴィット	94315	0.28%

Update History

Date	New Instances	Total Instances
2025-07-10T10:16:49Z	341038	341038
2025-07-10T10:17:18Z	307631	648669
2025-07-11T04:18:16Z	289073	937742
2025-07-11T22:05:51Z	289073	1226815
2025-07-12T15:18:07Z	291428	1518243
2025-07-13T09:19:29Z	299863	1818106
2025-07-14T04:07:07Z	314074	2132180
2025-07-14T22:12:02Z	314074	2446254
2025-07-15T16:15:34Z	336681	2782935
2025-07-16T10:16:37Z	323023	3105958
2025-07-17T04:19:32Z	336497	3442455
2025-07-17T22:20:40Z	336497	3778952
2025-07-18T16:21:59Z	297422	4076374
2025-07-19T10:23:01Z	301843	4378217
2025-07-20T04:24:11Z	305241	4683458
2025-07-20T22:25:24Z	305241	4988699
2025-07-21T16:26:29Z	307318	5296017
2025-07-22T10:27:49Z	345372	5641389
2025-07-23T04:29:20Z	321318	5962707
2025-07-23T22:30:29Z	321318	6284025
2025-07-24T16:09:29Z	317678	6601703
2025-07-25T10:10:49Z	319835	6921538
2025-07-26T04:12:13Z	326174	7247712
2025-07-26T22:13:21Z	326174	7573886
2025-07-27T16:14:24Z	300591	7874477
2025-07-28T10:15:35Z	348074	8222551
2025-07-29T04:17:11Z	445771	8668322
2025-07-29T22:23:28Z	445771	9114093
2025-07-30T16:24:37Z	382957	9497050
2025-07-31T10:25:56Z	375124	9872174
2025-08-01T04:27:18Z	351359	10223533
2025-08-01T21:37:32Z	351359	10574892
2025-08-02T15:38:44Z	405740	10980632
2025-08-03T09:39:53Z	367150	11347782
2025-08-04T03:41:23Z	509641	11857423
2025-08-04T21:42:38Z	509641	12367064
2025-08-05T15:43:57Z	544882	12911946
2025-08-06T09:45:16Z	499256	13411202
2025-08-07T03:47:30Z	586685	13997887
2025-08-07T21:49:00Z	586685	14584572
2025-08-08T15:50:23Z	487013	15071585
2025-08-09T09:51:41Z	487148	15558733
2025-08-10T03:53:40Z	515455	16074188
2025-08-10T21:55:04Z	515455	16589643
2025-08-11T15:56:24Z	475455	17065098
2025-08-12T09:57:49Z	498579	17563677
2025-08-13T03:59:52Z	517750	18081427
2025-08-13T22:01:14Z	517750	18599177
2025-08-14T16:02:36Z	521080	19120257
2025-08-15T10:03:54Z	461855	19582112
2025-08-16T04:06:12Z	506814	20088926
2025-08-16T22:07:32Z	506814	20595740
2025-08-17T16:08:57Z	564871	21160611
2025-08-18T10:10:21Z	549063	21709674
2025-08-19T04:12:58Z	580687	22290361
2025-08-19T22:14:48Z	580687	22871048
2025-08-20T16:16:16Z	546362	23417410
2025-08-21T10:17:44Z	542331	23959741
2025-08-22T04:20:04Z	355523	24315264
2025-08-22T22:21:15Z	355523	24670787
2025-08-23T16:22:46Z	600043	25270830
2025-08-24T10:24:16Z	640559	25911389
2025-08-25T04:27:00Z	592707	26504096
2025-08-25T22:28:26Z	592707	27096803
2025-08-26T16:30:34Z	614514	27711317
2025-08-27T10:32:02Z	546838	28258155
2025-08-28T04:33:09Z	280958	28539113
2025-08-28T22:34:18Z	280958	28820071
2025-08-29T16:35:25Z	282953	29103024
2025-08-30T10:38:09Z	566777	29669801
2025-08-31T04:40:11Z	379794	30049595
2025-08-31T22:41:24Z	379794	30429389
2025-09-01T16:43:11Z	283101	30712490
2025-09-02T10:45:05Z	307721	31020211
2025-09-03T04:47:40Z	566480	31586691
2025-09-03T22:49:08Z	566480	32153171
2025-09-04T16:50:49Z	280901	32434072
2025-09-05T10:52:18Z	280548	32714620
2025-09-06T04:55:52Z	614420	33329040
2025-09-06T22:57:27Z	614420	33943460
2025-09-07T16:59:04Z	282763	34226223
2025-09-09T15:29:26Z	12	34226235
2025-09-10T09:29:43Z	31	34226266
2025-09-11T03:30:02Z	78	34226344
2025-09-11T21:30:19Z	78	34226422