Data Structure ?
2.03M
Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
文脈
このデータには、トランプ氏が2015年に大統領候補出馬を表明してから2018年9月27日までの、削除されていない、リツイートではないすべてのツイートが含まれています。私はこのデータを利用して、メッセージの内容と彼のツイッターアカウントに関する情報に基づいて、任意のツイートが獲得するいいねの数を予測するモデルを作成しました。
謝辞
このツイートレベルのデータはwww.trumptwitterarchive.comから収集され、アカウントレベルのデータはwww.trackalytics.comから収集されました。
着想
私は、ツイートがいくつリツイートされたかを事前に知らなくても、そのツイートが獲得するいいねの数を予測するモデルを作りたいと思いました。私は、自然言語処理（NLP）技術とトランプ氏の行動に関する一般的な知識を利用して、平均絶対誤差が約19,500のモデルを作成することができました。他の人が私のモデルを上回り、素晴らしい予測モデルを自分たちで作成するのを見たいです。
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- 1. The data originates from internet data collection or provided by service providers, and this platform offers users the ability to view and browse datasets.
- 2. This platform serves only as a basic information display for datasets, including but not limited to image, text, video, and audio file types.
- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
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