Elite Twitter Activity and Hashtag Dataset (2010–2021): Politicians, Business Leaders, and Celebrities

Overview This dataset contains longitudinal metadata on Twitter activity from 102 globally visible elite public figures spanning politics, business, and entertainment. The dataset supports research on elite communication dynamics, hashtag usage, temporal activity patterns, and behavioral responses to major societal events, including the COVID-19 pandemic. To ensure ethical sharing and compliance with platform policies, all privacy-sensitive information and tweet text have been removed. Only tweet identifiers and derived metadata are provided. Users may rehydrate tweet content using the Twitter API, subject to platform terms of service. Dataset Structure The dataset is organized into three top-level folders based on elite domain: /Businessmen /Celebrities /Politicians Each folder contains one Excel file per elite individual.File names correspond to the elite’s name with no spaces (e.g., BillGates.xlsx, TaylorSwift.xlsx). Elite Sample and Account Coverage The dataset covers 103 globally visible elite public figures distributed across three domains: Politicians and World Leaders (24), Business Leaders and Entrepreneurs (22), and Entertainers and Celebrities (56). The dataset is organized into three top-level folders based on elite domain: /Businessmen /Celebrities /Politicians Each folder contains one Excel file per elite individual.File names correspond to the elite’s name with no spaces (e.g., BillGates.xlsx, TaylorSwift.xlsx). To facilitate transparency and reproducibility, the tables below list all elites included in the dataset together with their public Twitter identifiers and approximate follower counts. Follower counts reflect publicly reported values as of November 2025 and are provided for descriptive reference only; the dataset itself contains no follower metadata or personal content. 🏛️ Politicians and World Leaders (24) Name Twitter ID Followers Abdelfattah Elsisi @AlsisiOfficial 6.3M Alberto Fernández @alferdez 2.2M Barack Obama @BarackObama 129M Benjamin Netanyahu @netanyahu 3.5M Boris Johnson @BorisJohnson 4.5M Emmanuel Macron @EmmanuelMacron 10.2M Imran Khan @ImranKhanPTI 21.2M Ivan Duque @IvanDuque 2.6M Jair Bolsonaro @jairbolsonaro 14.1M Joko Widodo @jokowi 21.7M Justin Trudeau @JustinTrudeau 6.6M Kaguta Museveni @KagutaMuseveni 3.6M King Salman @KingSalman 10.2M Lopez Obrador @lopezobrador_ 11M Mohammed AlMaktoum @HHShkMohd 10.9M Moon Jaein @moonriver365 2.1M Muhammadu Buhari @MBuhari 4.5M Nana Akufo-Addo @NAkufoAddo 2.7M Narendra Modi @narendramodi 108.6M Nicolas Maduro @NicolasMaduro 4.7M Paul Kagame @PaulKagame 3.3M Queen Rania @QueenRania 9.7M Sebastian Piñera @sebastianpinera 2.3M Tayyip Erdogan @RTErdogan 21.3M 💼 Business Leaders and Entrepreneurs (22) Name Twitter ID Followers Bill Gates @BillGates 66.0M Elon Musk @elonmusk 228.5M Eric Yuan @ericsyuan 86.8K Jack Dorsey @jack 6.4M Joe Gebbia @jgebbia 206.1K John Collison @collision 208.5K Ken Fisher @KennethLFisher 428.3K Marc Benioff @Benioff 1.1M Melinda Gates @melindagates 2.4M Michael Dell @MichaelDell 796.1K Micky Arison @MickyArison 184.8K Mike Bloomberg @MikeBloomberg 2.5M Mike Brookes @mcannonbrookes 105.1K Orlando Bravo @OrlandoBravoTB 44.1K Patrick Collison @patrickc 572K Ralph Lauren @RalphLauren 2.2M Ricardo Salinas @RicardoBSalinas 2.1M Samuel Bankman @SBF_FTX 996.8K Tilman Fertitta @TilmanJFertitta 103.8K Tim Sweeney @TimSweeneyEpic 316.1K Tobi Lütke @tobi 424.1K Vinod Khosla @vkhosla 686.5K 🎭 Entertainers and Celebrities (56) Name Twitter ID Followers Adele Adkins @Adele 25.5M Alecia Beth (Pink) @Pink 28.7M Alicia Keys @aliciakeys 27.7M Armando Perez (Pitbull) @pitbull 22.8M Britney Spears @britneyspears 51.6M Bruno Mars @BrunoMars 40.9M Chris Brown @chrisbrown 30.5M Demi Lovato @ddlovato 50M Drake Graham @Drake 37.8M Harry Styles @Harry_Styles 35.3M Jennifer Lopez @JLo 42.2M Justin Bieber @justinbieber 105.7M Justin Timberlake @jtimberlake 57.4M Kanye West @kanyewest 32.7M Katy Perry @katyperry 101.3M Lady Gaga @ladygaga 79.7M Liam Payne @LiamPayne 31.6M Lil Wayne @LilTunechi 32.9M Louis Tomlinson @Louis_Tomlinson 33.5M Miley Cyrus @MileyCyrus 44.6M Niall Horan @NiallOfficial 38.2M Nicki Minaj @NICKIMINAJ 27.8M Robyn Rihanna @rihanna 105.8M Shakira Ripoll @shakira 51.3M Shawn Mendes @ShawnMendes 25.2M Taylor Swift @taylorswift13 91.4M Wiz Khalifa @wizkhalifa 34.7M Zayn Malik @zaynmalik 29.2M Akshay Kumar @akshaykumar 46.6M Amitabh Bachchan @SrBachchan 48.3M Deepika Padukone @deepikapadukone 25.7M Emma Watson @EmmaWatson 25.8M Hrithik Roshan @iHrithik 31.8M Priyanka Chopra @priyankachopra 26.8M Salman Khan @BeingSalmanKhan 45.2M Selena Gomez @selenagomez 63.6M Shah Rukh Khan @iamsrk 43.5M Andres Iniesta @andresiniesta8 24.3M Cristiano Ronaldo @Cristiano 114.2M LeBron James @KingJames 52M Mesut Ozil @M10 25.3M Neymar Junior @neymarjr 62.9M Ricardo Kaká @KAKA 27.4M Sachin Tendulkar @sachin_rt 40.5M Virat Kohli @imVkohli 67.5M Conan O’Brien @ConanOBrien 26.1M Jimmy Fallon @jimmyfallon 47.8M Kevin Hart @KevinHart4real 35.2M Oprah Winfrey @Oprah 39.4M Patrick Harris @ActuallyNPH 23.1M Whindersson Nunes @whindersson 27.6M Kendall Jenner @KendallJenner 30.6M Khloe Kardashian @khloekardashian 29.2M Kim Kardashian @KimKardashian 73.3M Kourtney Kardashian @kourtneykardash 25.2M Kylie Jenner @KylieJenner 38.9M File Format Each Excel file contains four columns: Column Name Description creation_datetime Timestamp of tweet creation (UTC). hashtag Hashtag(s) associated with the tweet (if any). Tweet Type Type of post: original tweet, retweet, quote tweet, or reply. tweet_id Unique tweet identifier issued by Twitter. No tweet text, user mentions, URLs, or personal data are included. Temporal Coverage Start: 1 January 2010 End: 31 December 2021 The dataset captures long-run baseline communication patterns as well as pandemic-period dynamics. Data Collection Source: Twitter API v2 (Academic Research access). Collection Unit: Individual elite accounts. Aggregation: Each row corresponds to a single tweet event. All preprocessing was conducted to remove potentially sensitive content while preserving reproducibility.数据集概览 本数据集包含102位全球可见的公众精英的推特（Twitter）活动纵向元数据（longitudinal metadata），涵盖政治、商业与娱乐三大领域。本数据集可用于研究精英传播动态、话题标签使用、时序活动模式，以及针对包括新冠疫情在内的重大社会事件的行为反应。 为确保伦理共享并符合平台政策要求，所有敏感隐私信息与推文文本均已移除，仅提供推文标识符与衍生元数据。用户可通过推特（Twitter）API还原推文内容，但需遵守平台服务条款。 ## 数据集结构 本数据集根据精英所属领域分为三个顶级文件夹： /Businessmen（商界人士） /Celebrities（艺人与名人） /Politicians（政界人士） 每个文件夹下为每位精英人士对应一个Excel文件，文件名采用无空格的精英姓名命名（例如BillGates.xlsx、TaylorSwift.xlsx）。 ## 精英样本与账号覆盖范围 本数据集涵盖103位全球知名公众精英，分布于三大领域：政界人士与世界领袖（24位）、商界领袖与企业家（22位），以及艺人与名人（56位）。 本数据集根据精英所属领域分为三个顶级文件夹： /Businessmen（商界人士） /Celebrities（艺人与名人） /Politicians（政界人士） 每个文件夹下为每位精英人士对应一个Excel文件，文件名采用无空格的精英姓名命名（例如BillGates.xlsx、TaylorSwift.xlsx）。 为提升透明度与可复现性，下表列出本数据集收录的全部精英人士及其公开推特（Twitter）账号标识符与近似粉丝数。粉丝数为2025年11月的公开报道数值，仅用于描述性参考；本数据集本身不包含粉丝元数据或个人内容。 ### 🏛️ 政界人士与世界领袖（24位） | 姓名 | 推特账号ID | 粉丝数 | | ---- | ---------- | ------ | | Abdelfattah Elsisi | @AlsisiOfficial | 6.3M | | Alberto Fernández | @alferdez | 2.2M | | Barack Obama | @BarackObama | 129M | | Benjamin Netanyahu | @netanyahu | 3.5M | | Boris Johnson | @BorisJohnson | 4.5M | | Emmanuel Macron | @EmmanuelMacron | 10.2M | | Imran Khan | @ImranKhanPTI | 21.2M | | Ivan Duque | @IvanDuque | 2.6M | | Jair Bolsonaro | @jairbolsonaro | 14.1M | | Joko Widodo | @jokowi | 21.7M | | Justin Trudeau | @JustinTrudeau | 6.6M | | Kaguta Museveni | @KagutaMuseveni | 3.6M | | King Salman | @KingSalman | 10.2M | | Lopez Obrador | @lopezobrador_ | 11M | | Mohammed AlMaktoum | @HHShkMohd | 10.9M | | Moon Jaein | @moonriver365 | 2.1M | | Muhammadu Buhari | @MBuhari | 4.5M | | Nana Akufo-Addo | @NAkufoAddo | 2.7M | | Narendra Modi | @narendramodi | 108.6M | | Nicolas Maduro | @NicolasMaduro | 4.7M | | Paul Kagame | @PaulKagame | 3.3M | | Queen Rania | @QueenRania | 9.7M | | Sebastian Piñera | @sebastianpinera | 2.3M | | Tayyip Erdogan | @RTErdogan | 21.3M | ### 💼 商界领袖与企业家（22位） | 姓名 | 推特账号ID | 粉丝数 | | ---- | ---------- | ------ | | Bill Gates | @BillGates | 66.0M | | Elon Musk | @elonmusk | 228.5M | | Eric Yuan | @ericsyuan | 86.8K | | Jack Dorsey | @jack | 6.4M | | Joe Gebbia | @jgebbia | 206.1K | | John Collison | @collision | 208.5K | | Ken Fisher | @KennethLFisher | 428.3K | | Marc Benioff | @Benioff | 1.1M | | Melinda Gates | @melindagates | 2.4M | | Michael Dell | @MichaelDell | 796.1K | | Micky Arison | @MickyArison | 184.8K | | Mike Bloomberg | @MikeBloomberg | 2.5M | | Mike Brookes | @mcannonbrookes | 105.1K | | Orlando Bravo | @OrlandoBravoTB | 44.1K | | Patrick Collison | @patrickc | 572K | | Ralph Lauren | @RalphLauren | 2.2M | | Ricardo Salinas | @RicardoBSalinas | 2.1M | | Samuel Bankman | @SBF_FTX | 996.8K | | Tilman Fertitta | @TilmanJFertitta | 103.8K | | Tim Sweeney | @TimSweeneyEpic | 316.1K | | Tobi Lütke | @tobi | 424.1K | | Vinod Khosla | @vkhosla | 686.5K | ### 🎭 艺人与名人（56位） | 姓名 | 推特账号ID | 粉丝数 | | ---- | ---------- | ------ | | Adele Adkins | @Adele | 25.5M | | Alecia Beth (Pink) | @Pink | 28.7M | | Alicia Keys | @aliciakeys | 27.7M | | Armando Perez (Pitbull) | @pitbull | 22.8M | | Britney Spears | @britneyspears | 51.6M | | Bruno Mars | @BrunoMars | 40.9M | | Chris Brown | @chrisbrown | 30.5M | | Demi Lovato | @ddlovato | 50M | | Drake Graham | @Drake | 37.8M | | Harry Styles | @Harry_Styles | 35.3M | | Jennifer Lopez | @JLo | 42.2M | | Justin Bieber | @justinbieber | 105.7M | | Justin Timberlake | @jtimberlake | 57.4M | | Kanye West | @kanyewest | 32.7M | | Katy Perry | @katyperry | 101.3M | | Lady Gaga | @ladygaga | 79.7M | | Liam Payne | @LiamPayne | 31.6M | | Lil Wayne | @LilTunechi | 32.9M | | Louis Tomlinson | @Louis_Tomlinson | 33.5M | | Miley Cyrus | @MileyCyrus | 44.6M | | Niall Horan | @NiallOfficial | 38.2M | | Nicki Minaj | @NICKIMINAJ | 27.8M | | Robyn Rihanna | @rihanna | 105.8M | | Shakira Ripoll | @shakira | 51.3M | | Shawn Mendes | @ShawnMendes | 25.2M | | Taylor Swift | @taylorswift13 | 91.4M | | Wiz Khalifa | @wizkhalifa | 34.7M | | Zayn Malik | @zaynmalik | 29.2M | | Akshay Kumar | @akshaykumar | 46.6M | | Amitabh Bachchan | @SrBachchan | 48.3M | | Deepika Padukone | @deepikapadukone | 25.7M | | Emma Watson | @EmmaWatson | 25.8M | | Hrithik Roshan | @iHrithik | 31.8M | | Priyanka Chopra | @priyankachopra | 26.8M | | Salman Khan | @BeingSalmanKhan | 45.2M | | Selena Gomez | @selenagomez | 63.6M | | Shah Rukh Khan | @iamsrk | 43.5M | | Andres Iniesta | @andresiniesta8 | 24.3M | | Cristiano Ronaldo | @Cristiano | 114.2M | | LeBron James | @KingJames | 52M | | Mesut Ozil | @M10 | 25.3M | | Neymar Junior | @neymarjr | 62.9M | | Ricardo Kaká | @KAKA | 27.4M | | Sachin Tendulkar | @sachin_rt | 40.5M | | Virat Kohli | @imVkohli | 67.5M | | Conan O’Brien | @ConanOBrien | 26.1M | | Jimmy Fallon | @jimmyfallon | 47.8M | | Kevin Hart | @KevinHart4real | 35.2M | | Oprah Winfrey | @Oprah | 39.4M | | Patrick Harris | @ActuallyNPH | 23.1M | | Whindersson Nunes | @whindersson | 27.6M | | Kendall Jenner | @KendallJenner | 30.6M | | Khloe Kardashian | @khloekardashian | 29.2M | | Kim Kardashian | @KimKardashian | 73.3M | | Kourtney Kardashian | @kourtneykardash | 25.2M | | Kylie Jenner | @KylieJenner | 38.9M | ## 文件格式 每份Excel文件包含四列数据： | 列名 | 说明 | | ---- | ---- | | creation_datetime | 推文创建时间戳（协调世界时UTC） | | hashtag | 推文关联的话题标签（如有） | | Tweet Type | 推文类型：原创推文、转发推文、引用推文或回复推文 | | tweet_id | 推特官方分配的唯一推文标识符 | 本数据集不包含推文文本、用户提及内容、链接或个人数据。 ## 时间覆盖范围 起始：2010年1月1日 结束：2021年12月31日 本数据集既记录了长期基线传播模式，也涵盖了疫情期间的动态变化。 ## 数据采集 数据来源：推特（Twitter）API v2（学术研究访问权限） 采集单元：单个精英人士账号 聚合规则：每一行对应一条推文事件 所有预处理步骤均已完成，以移除潜在敏感内容，同时确保可复现性。