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U #ad
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2025-01-02
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' GOAT #ad
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2025-01-02
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2025-01-02
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2025-01-02
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2025-01-02
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' 蛍 #ad
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2025-01-02
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' 舞台 #ad
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2025-01-02
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#ad by elon no doubt
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2025-01-02
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' Foot Fit Plus2 #ad
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2025-01-02
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' Minecrafts P #ad
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2025-01-02
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' 猫町 #ad
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2025-01-02
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' 細雪 #ad
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2025-01-02
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' SwitchBot #ad
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2025-01-02
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' 戦物語 #ad
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2025-01-02
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' Sweet Blue Age #ad
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2025-01-02
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' ギフト #ad
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2025-01-02
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風に立つ #ad
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2025-01-02
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' Sniper Team 3 Air #ad
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2025-01-02
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17
' 共感百景 #ad
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2025-01-02
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18
' ETHIOPIAN LOVE QUOTES #ad
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2025-01-02
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19
' のら犬 #ad
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2025-01-02
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20
' The Secret of Chimneys #ad
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2025-01-02
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21
' 詩の原理 #ad
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2025-01-02
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22
' 賢者の愛 #ad
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2025-01-02
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23
' とんび #ad
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2025-01-02
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' 薬指の標本 #ad
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2025-01-02
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25
' [第1弾] 氷菓 #ad
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2025-01-02
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26
' DHA&EPA+DPA 120粒 #ad
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2025-01-02
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27
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30
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31
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32
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2025-01-02
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34
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2025-01-02
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35
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2025-01-02
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39
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2025-01-02
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' 小箱 小川洋子 #ad
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' starbucks starbucks cold cup glass 414ml #ad
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50
' [冷蔵] 糖質0g麺 180g #ad
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' ルミネッセンス #ad
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' 龍の墓 貫井徳郎 #ad
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' 西村賢太対話集 #ad
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2025-01-02
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54
' 美徳のよろめき #ad
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[ "#ad" ]
2025-01-02
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55
' のおやつ 小川糸 #ad
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[ "#ad" ]
2025-01-02
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56
' お姫様になる方法 #ad
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[ "#ad" ]
2025-01-02
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57
' 斜陽のおもかげ #ad
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2025-01-02
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58
' アンジュと頭獅王 #ad
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[ "#ad" ]
2025-01-02
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59
' DHC シトルリン 30日分 #ad
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2025-01-02
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60
40 Vbucks! Use Code FNSTW to support me! #ad
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2025-01-02
Z0FBQUFBQm5sSTM2eDJUby1zRmgtRm1ZQk1HaFBURGtram5MZWxBQklwcXppQlVOLXkySWhvMzBHaXp2S3dYZm1pb1hNRWx5dmxEU24tX3FNSnpIVldmMWd6WjVKZHBETVE9PQ==
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61
' お金と人生の真実 #ad
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[ "#ad" ]
2025-01-02
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62
雷神(新潮文庫) #ad
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[ "#ad" ]
2025-01-02
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63
' もののしくみ図鑑 #ad
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[ "#ad" ]
2025-01-02
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64
FORTNITE ITEM SHOP TODAY! USE CODE 'FNLK' #ad
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[ "#ad" ]
2025-01-02
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65
' 劇場(新潮文庫) #ad
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[ "#ad" ]
2025-01-02
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66
津軽通信 (新潮文庫) #ad
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[ "#ad" ]
2025-01-02
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67
' 赤川次郎2冊セット #ad
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[ "#ad" ]
2025-01-02
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68
' スター 朝井リョウ #ad
#ad
[ "#ad" ]
2025-01-02
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69
' 祈りの幕が下りる時 #ad
#ad
[ "#ad" ]
2025-01-02
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70
' ミツカン 味ぽんMILD 1L #ad
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[ "#ad" ]
2025-01-02
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71
' 新版 三島由紀夫 (320) #ad
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[ "#ad" ]
2025-01-02
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72
' 幻庵 上 (文春文庫) #ad
#ad
[ "#ad" ]
2025-01-02
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73
' #1 超平和バスターズ #ad
#ad
[ "#ad" ]
2025-01-02
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74
1/1/25 - Rewards For STW Happy New Years!!! #ad
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[ "#ad" ]
2025-01-02
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75
' オデッセイ(字幕版) #ad
#ad
[ "#ad" ]
2025-01-02
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76
' 母性(新潮文庫) #ad
#ad
[ "#ad" ]
2025-01-02
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77
' 根津権現裏 (角川文庫) #ad
#ad
[ "#ad" ]
2025-01-02
Z0FBQUFBQm5sSTM2QW9hRFExNVdiRmdkWkp5cVlWYndFZjRlcmZtUmx0WHE3cF9LQnRnc1VkYVl2QWdOY2NNZzRHcTRyZ0dsQ2JERXBwZndMMUtCWFdSdmdhNFZqYkk4MUE9PQ==
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78
1958 Topps Jim Brown Rc #62 SGC 3 #ad #thehobby
#ad
[ "#ad", "#thehobby" ]
2025-01-02
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79
' ピカレスク 人間失格 #ad
#ad
[ "#ad" ]
2025-01-02
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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

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{michael-11112025datauniversex_dataset_020629,
        title={The Data Universe Datasets: The finest collection of social media data the web has to offer},
        author={michael-1111},
        year={2025},
        url={https://huggingface.co/datasets/michael-1111/x_dataset_020629},
        }

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: 3148162
  • Date Range: 2025-01-02T00:00:00Z to 2025-01-02T00:00:00Z
  • Last Updated: 2025-01-25T07:09:05Z

Data Distribution

  • Tweets with hashtags: 1.03%
  • Tweets without hashtags: 98.97%

Top 10 Hashtags

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

Rank Topic Total Count Percentage
1 NULL 414446 92.74%
2 #箱根駅伝 8147 1.82%
3 #zelena 3524 0.79%
4 #箱根駅伝2025 3164 0.71%
5 #sstvi 2895 0.65%
6 #tiktok 2493 0.56%
7 #rcade 2247 0.50%
8 #ad 1757 0.39%
9 #nikke 1074 0.24%
10 #ふらっと954 1073 0.24%

Update History

Date New Instances Total Instances
2025-01-25T07:06:09Z 453526 453526
2025-01-25T07:06:39Z 453526 907052
2025-01-25T07:07:08Z 453526 1360578
2025-01-25T07:07:38Z 446896 1807474
2025-01-25T07:08:06Z 446896 2254370
2025-01-25T07:08:34Z 446896 2701266
2025-01-25T07:09:05Z 446896 3148162
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