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Datasets:
nicchio816
/
x_dataset_111

Tasks:
Text Classification
Token Classification
Question Answering
Modalities:
Tabular
Text
Formats:
json
Sub-tasks:
sentiment-analysis
topic-classification
named-entity-recognition
Size:
< 1K
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files Community
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version
string
data_source
string
summary
dict
topics
sequence
tweets_with_hashtags_count
int64
tweets_without_hashtags_count
int64
2.0.0
x
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[]
0
0

Bittensor Subnet 13 X (Twitter) 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

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: 2025-05-06T01:47:23Z to 2025-05-06T01:47:23Z
  • Last Updated: 2025-05-06T01:47:23Z

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
2025-04-21T15:28:02Z 952903 952903
2025-04-21T16:34:00Z 883651 1836554
2025-04-21T17:41:26Z 888964 2725518
2025-04-21T18:49:51Z 901683 3627201
2025-04-21T19:59:16Z 966991 4594192
2025-04-21T21:08:03Z 974205 5568397
2025-04-21T22:17:19Z 975262 6543659
2025-04-21T23:25:51Z 975876 7519535
2025-04-22T00:34:32Z 976149 8495684
2025-04-22T01:44:17Z 977365 9473049
2025-04-22T02:41:59Z 990568 10463617
2025-04-22T03:21:59Z 985716 11449333
2025-04-22T04:00:51Z 982225 12431558
2025-04-22T04:39:29Z 979298 13410856
2025-04-22T05:17:59Z 969267 14380123
2025-04-22T05:56:55Z 967362 15347485
2025-04-22T06:35:47Z 958869 16306354
2025-04-22T07:15:02Z 959513 17265867
2025-04-22T07:53:25Z 968789 18234656
2025-04-22T08:31:37Z 971638 19206294
2025-04-22T09:10:11Z 979484 20185778
2025-04-22T09:49:04Z 981272 21167050
2025-04-22T10:28:06Z 982880 22149930
2025-04-22T11:06:38Z 982778 23132708
2025-04-22T11:45:46Z 981714 24114422
2025-04-22T12:23:54Z 981482 25095904
2025-04-22T13:02:08Z 981207 26077111
2025-04-22T13:30:12Z 981174 27058285
2025-04-22T13:55:31Z 980128 28038413
2025-04-22T14:25:25Z 981932 29020345
2025-04-22T14:54:44Z 983646 30003991
2025-04-22T15:24:44Z 982806 30986797
2025-04-22T15:35:31Z 982511 31969308
2025-04-22T15:49:04Z 982433 32951741
2025-04-22T16:03:12Z 982187 33933928
2025-04-22T16:14:51Z 981071 34914999
2025-04-22T16:29:04Z 980796 35895795
2025-04-22T16:44:07Z 983253 36879048
2025-04-22T16:54:07Z 982825 37861873
2025-04-22T17:08:28Z 981813 38843686
2025-04-22T17:22:38Z 981950 39825636
2025-04-22T17:37:07Z 982190 40807826
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Repository:
nicchio816/x_dataset_111
Subnet:
Bittensor Subnet 13
Miner Hotkey:
5F1t5ddY4PW34FQBK4iHVi1CbhySSbV5Yr4swpChryepB1pn
Size of downloaded dataset files:
19.9 kB
Size of the auto-converted Parquet files:
11 kB
Number of rows:
1