The dataset viewer is not available for this dataset.
Error code: ConfigNamesError
Exception: OSError
Message: Consistency check failed: file should be of size 6524 but has size 6571 (README.md).
This is usually due to network issues while downloading the file. Please retry with `force_download=True`.
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response
config_names = get_dataset_config_names(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 165, in get_dataset_config_names
dataset_module = dataset_module_factory(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1664, in dataset_module_factory
raise e1 from None
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1534, in dataset_module_factory
dataset_readme_path = api.hf_hub_download(
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 5483, in hf_hub_download
return hf_hub_download(
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1008, in hf_hub_download
return _hf_hub_download_to_cache_dir(
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1159, in _hf_hub_download_to_cache_dir
_download_to_tmp_and_move(
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1723, in _download_to_tmp_and_move
http_get(
File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 523, in http_get
raise EnvironmentError(
OSError: Consistency check failed: file should be of size 6524 but has size 6571 (README.md).
This is usually due to network issues while downloading the file. Please retry with `force_download=True`.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Bittensor Subnet 13 X (Twitter) Dataset
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{James0962025datauniversex_dataset_146,
title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
author={James096},
year={2025},
url={https://huggingface.co/datasets/James096/x_dataset_146},
}
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: 123084863
- Date Range: 2007-06-05T00:00:00Z to 2025-06-19T00:00:00Z
- Last Updated: 2025-06-19T14:59:13Z
Data Distribution
- Tweets with hashtags: 9.71%
- Tweets without hashtags: 90.29%
Top 10 Hashtags
For full statistics, please refer to the stats.json file in the repository.
| Rank | Topic | Total Count | Percentage |
|---|---|---|---|
| 1 | NULL | 59628109 | 83.30% |
| 2 | #riyadh | 196692 | 0.27% |
| 3 | #iran | 161995 | 0.23% |
| 4 | #pr | 145016 | 0.20% |
| 5 | #sixtonesann | 127761 | 0.18% |
| 6 | #thenextprinceep7 | 113407 | 0.16% |
| 7 | #drallygrandopeningxperthsantaxdomiia | 112916 | 0.16% |
| 8 | #tiktok | 97452 | 0.14% |
| 9 | #ad | 96899 | 0.14% |
| 10 | #williamestfanconpresstour | 83238 | 0.12% |
Update History
| Date | New Instances | Total Instances |
|---|---|---|
| 2025-06-08T07:39:57Z | 51502365 | 51502365 |
| 2025-06-08T07:50:14Z | 5751972 | 57254337 |
| 2025-06-12T09:29:01Z | 18754408 | 76008745 |
| 2025-06-12T23:11:51Z | 44467 | 76053212 |
| 2025-06-13T05:48:30Z | 88388 | 76141600 |
| 2025-06-13T11:29:44Z | 57431 | 76199031 |
| 2025-06-13T13:44:54Z | 46777 | 76245808 |
| 2025-06-13T16:29:57Z | 6190 | 76251998 |
| 2025-06-13T18:49:18Z | 52213 | 76304211 |
| 2025-06-13T21:49:08Z | 165206 | 76469417 |
| 2025-06-14T07:59:14Z | 132742 | 76602159 |
| 2025-06-15T02:31:17Z | 6639277 | 83241436 |
| 2025-06-15T19:50:03Z | 7076235 | 90317671 |
| 2025-06-16T14:13:35Z | 3599350 | 93917021 |
| 2025-06-17T08:25:07Z | 6521112 | 100438133 |
| 2025-06-18T02:31:35Z | 8132172 | 108570305 |
| 2025-06-18T20:43:12Z | 7537604 | 116107909 |
| 2025-06-19T14:59:13Z | 6976954 | 123084863 |
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