Social media datasets provide real-time insight into public opinion, trending topics, user behavior, sentiment, and global events as reflected on platforms like Twitter (X), Facebook, and Instagram. These datasets are crucial for marketing analysts, newsrooms, political strategists, crisis response teams, and brand managers to monitor discourse and take data-driven action. Extracted from live user-generated content, social media datasets help decode cultural, political, and social narratives with precision and scale.
Benefits and Impact:
- Real-time access to global public discourse
- Sentiment insights for brands, campaigns, or crises
- Trend forecasting across regions, hashtags, and topics
- Enhanced social listening for marketing and PR teams
- Cultural & political pulse tracking for researchers and media
Use cases:
- Public Sentiment & Opinion Mining
- Crisis & Conflict Monitoring
- Brand Perception Analysis
- Viral Trend Prediction
- Political Campaign Intelligence
- Fake News Detection and Discourse Mapping
- Language & Hashtag Trend Analysis
- Influencer Engagement Tracking
- Geo-tagged Issue Spotting
- Multilingual Sentiment Classification
- Event & Protest Movement Monitoring
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Data Description
uniq_id: Internal unique identifiercrawl_timestamp: Timestamp when the data was extractedtweet_id: Unique ID of the tweettweet_text: Content of the tweettweet_url: Link to the tweettweet_timestamp: Original timestamp of the postuser_handle: Public username on the platformuser_script: Bio or description of the user (if available)likes_count, retweets_count: Engagement metricssearch_keyword: Query used for tweet extractiontweet_hashtags: Extracted hashtags from postexpanded_url: Any link shared within the posttweet_location_name: Geo-tag or location (if present)yyyymmddhh: Timestamp bucket for hourly analysis
Sample Data
| uniq_id | crawl_timestamp | likes_count | user_handle | user_script | tweet_id | tweet_url | tweet_timestamp | search_keyword | retweets_count | user_id | tweet_location_name | tweet_hashtags | yyyymmddhh | expanded_url |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
a3a130b1ffc1e168798a7d2241303a42 | 2025-07-04 06:42:50 +0000 | 1 | sonozakilove_ | M!LKそのざき❤️🩵寄りの箱推しです。 ジャニーズと掛け持ちしてます✨ 無言フォローも大歓迎です！ | 1.94102E+18 | https://twitter.com/sonozakilove_/status/1941024702488891900 | 2025-07-04 06:42:06 UTC | "#milk" | 1 | 1.30828E+18 | Japan | #MILK | 2025070406 | |
48bb81ea79cccd03b1bd0be53db41e8a | 2025-07-04 06:42:50 +0000 | 0 | Etoile_de_Azur | 五関様寄りA.B.C-Z応援アカウント。「ルードウィヒ・B」を入口にえび沼へ迷い込んだ真性のTheater Goer。映画やおいしい食べ物の話もします。「五関晃一のクスッと60分」夕方6時からベラルーシFMにてOn Air!!（嘘） | 1.94102E+18 | https://twitter.com/Etoile_de_Azur/status/1941023448295526443 | 2025-07-04 06:37:07 UTC | "#milk" | 0 | 7.18493E+17 | #radiko||#MILK | 2025070406 | ||
c6d701e02fbbbc89d67497d952d6f57e | 2025-07-04 06:42:50 +0000 | 1 | hh413yh524 | M!LK🐄さのじん💗💛強めの箱推し。 結構大人み！るきーず。 5人が笑っててくれれば、それだけで幸せ♡ 無言いいねしがちでごめんなさい🙏✨ | 1.94102E+18 | https://twitter.com/hh413yh524/status/1941023402057519286 | 2025-07-04 06:36:56 UTC | "#milk" | 0 | 1.57788E+18 | #MILK | 2025070406 | ||
1216245011c96cc56c71e436e9d55d32 | 2025-07-04 06:42:50 +0000 | 0 | abc_cba_51_102 | とっつーからのA.B.C-Z箱推し🌟まだまだXに不慣れなため失礼な事があるかもです🙇夜中のリポスト多め。無言フォロー&フォロバ失礼します🙇 V6もふぉ〜ゆ〜も好き | 1.94102E+18 | https://twitter.com/abc_cba_51_102/status/1941022289627382085 | 2025-07-04 06:32:30 UTC | "#milk" | 0 | 1.67471E+18 | #radiko||#MILK | 2025070406 | ||
994e52190f7d4b89d8d205819295478e | 2025-07-04 06:42:50 +0000 | 0 | AdariAnandKumar | Chairman - Visakha Dairy. Immersed in the Service of Desham & Dharmam | 1.94102E+18 | https://twitter.com/AdariAnandKumar/status/1941021499743240682 | 2025-07-04 06:29:22 UTC | "#milk" | 0 | 1.5548E+18 | Visakhapatnam | #visakhadairy||#AndraPradesh||#president||#MILK||#HealthyLife||#adarianandkumar | 2025070406 | https://play.google.com/store/apps/details?id=com.adari.kumar&pcampaignid=web_share |
b5be154afef45d6fae4648276b918006 | 2025-07-04 06:44:11 +0000 | 0 | ChuckDugan1955 | Not Republican or Democrat - I'm Conservative. I'm for law & order, and honest/intelligent debate. But, if you side with THUGS and TERRORISTS, I'll BLOCK you. | 1.94103E+18 | https://twitter.com/ChuckDugan1955/status/1941025207936078066 | 2025-07-04 06:44:06 UTC | "#beer"+OR+"beer" | 0 | 1.5862E+18 | 2025070406 | |||
5d5cbca01d951ae7a9ea946c989e84dc | 2025-07-04 06:44:11 +0000 | 0 | hrabiadrakula40 | Widzew&Barcelona | 1.94103E+18 | https://twitter.com/hrabiadrakula40/status/1941025157835043303 | 2025-07-04 06:43:54 UTC | "#beer"+OR+"beer" | 0 | 1.92161E+18 | 2025070406 | |||
c7df0280fe774e07360997d7680c46f1 | 2025-07-04 06:44:11 +0000 | 0 | thememecoinshow | professional memecoin investorr | 1.94103E+18 | https://twitter.com/thememecoinshow/status/1941025100901634347 | 2025-07-04 06:43:41 UTC | "#beer"+OR+"beer" | 0 | 2400542879 | Solana Beach, CA | 2025070406 | ||
6781e76d7c421d44be6da1364c299772 | 2025-07-04 06:44:11 +0000 | 0 | TBlerick82657 | Slava Ukraini. Glory to Ukraine. 🇪🇺🇳🇱🇺🇦taalfouten, ja die maak ik Goor volk block/negeer ik! Poetin moordenaar #MH17 Putin Murderer ForumSchorem=Block. | 1.94103E+18 | https://twitter.com/TBlerick82657/status/1941025072506196088 | 2025-07-04 06:43:34 UTC | "#beer"+OR+"beer" | 0 | 1.64949E+18 | Venlo, Nederland | 2025070406 | https://nos.nl/teletekst#101 | |
e070e0ea2768ba64478664e21d1ab975 | 2025-07-04 06:44:11 +0000 | 0 | oliverbragg6 | 1.94103E+18 | https://twitter.com/oliverbragg6/status/1941025043842322620 | 2025-07-04 06:43:27 UTC | "#beer"+OR+"beer" | 0 | 1.62931E+18 | 2025070406 | ||||
120ce6cdd5dc1cb099848d7f629843b9 | 2025-07-04 06:44:11 +0000 | 0 | TX_Beer | Native Texan with a love for local beer. Follow my #BEER tweets for all the latest news. | 1.94103E+18 | https://twitter.com/TX_Beer/status/1941025017569202460 | 2025-07-04 06:43:21 UTC | "#beer"+OR+"beer" | 0 | 1598513215 | The Great State of Texas | 2025070406 | ||
a25ffc51dc356e2988f78493b76ed926 | 2025-07-04 06:44:11 +0000 | 0 | BeeR_BBP | @ppkritt @bbillkin ❤️💙 #ppkritt #bbillkin | 1.94102E+18 | https://twitter.com/BeeR_BBP/status/1941024955346591843 | 2025-07-04 06:43:06 UTC | "#beer"+OR+"beer" | 3 | 1621116355 | #bbillkin||#ppkritt | 2025070406 | ||
1adf60c48a9d4855cd5b2341d0838739 | 2025-07-04 06:44:11 +0000 | 1 | beer_junkie5884 | 頭身高目のリアル系SD(クロスシルエット体型)を製作しています。 愛車フィアット500🚗 駆け出しドラマー🥁 プロレス大好き♥ | 1.94102E+18 | https://twitter.com/beer_junkie5884/status/1941024925965603254 | 2025-07-04 06:42:59 UTC | "#beer"+OR+"beer" | 1 | 9.48812E+17 | 千葉 習志野市 | #TLにザクが足りない | 2025070406 | |
cf70c3cea4fe13e2545f0a566093e592 | 2025-07-04 06:44:11 +0000 | 0 | Agent_Beer | … | 1.94102E+18 | https://twitter.com/Agent_Beer/status/1941024902892736846 | 2025-07-04 06:42:54 UTC | "#beer"+OR+"beer" | 0 | 120710243 | Bangkok, Thailand | 2025070406 | ||
b79afb5b1d41cd4a37cf592acf31a23b | 2025-07-04 06:44:11 +0000 | 0 | Beer_my1978 | โทร และ ID line 0646038295 | 1.94102E+18 | https://twitter.com/Beer_my1978/status/1941024847628513706 | 2025-07-04 06:42:40 UTC | "#beer"+OR+"beer" | 0 | 1.44246E+18 | บางกรวย นนทบุรี | #NewProfilePic | 2025070406 | |
92bb5d5876514817144f9e15cfbce484 | 2025-07-04 06:44:11 +0000 | 0 | bon11550547 | 株クラエンタメ枠のbonです🐷基本的に欲豚です。2020.3.27〜株はじめました！個別株にヤラレて脳死指数積み立てﾅｳ！関西出身のB型♀ / 🇺🇸 $AGFY $NVDU $PLTR $STRC など 🇯🇵ANA・JAL・オリックス・三越伊勢丹など(優待目的) / 不動産投資(区分マンション)も少し🏙 | 1.94102E+18 | https://twitter.com/bon11550547/status/1941024824824086803 | 2025-07-04 06:42:35 UTC | "#beer"+OR+"beer" | 0 | 1.33393E+18 | 2025070406 | |||
d04132d021af18b56a2179eeda7c37d5 | 2025-07-04 06:44:11 +0000 | 0 | cheetmatal | Wanderer. Reader of storms. Plays a little piano. | 1.94102E+18 | https://twitter.com/cheetmatal/status/1941024779328442404 | 2025-07-04 06:42:24 UTC | "#beer"+OR+"beer" | 0 | 1.76272E+18 | 2025070406 | |||
4d987f5729b4a0f3b0c0446b309521fd | 2025-07-04 06:44:11 +0000 | 0 | forgotten9th | Forgotten, but certainly not gone.. Take my win of the scale as a warning. (#SpaceStories PARODY ACC) Priv: @theplaneteden | 1.94102E+18 | https://twitter.com/forgotten9th/status/1941024775079711005 | 2025-07-04 06:42:23 UTC | "#beer"+OR+"beer" | 0 | 1.85897E+18 | Sci system | 2025070406 | https://erebusx.straw.page/ | |
223009794fae36ee84a21bf35853d377 | 2025-07-04 06:44:11 +0000 | 0 | Beer_suki4 | 酒と競馬と波乗り好きサラリーマンのお洒落と無縁の日常出資馬➡️コニーアイランド.フリッカーフェスト.ミダースパクシー.チャリングクロス🐴♡競馬.お酒.旅行.スポーツ音楽好きさん歓迎🥰♡2025.5入籍しました💍♡お酒も競馬もガチ勢じゃなく日常垢です♡たまに気分で鍵垢🗝 | 1.94102E+18 | https://twitter.com/Beer_suki4/status/1941024739474264531 | 2025-07-04 06:42:15 UTC | "#beer"+OR+"beer" | 0 | 1.90056E+18 | 2025070406 | |||
cd741e52de94db9e8378b0dfd9b6e986 | 2025-07-04 06:44:11 +0000 | 0 | Beer_kobpo | 💙❤️✨🎸🦈 | 1.94102E+18 | https://twitter.com/Beer_kobpo/status/1941024730531930564 | 2025-07-04 06:42:12 UTC | "#beer"+OR+"beer" | 0 | 1.90471E+18 | #GoHairxEst||#gohairoriginal | 2025070406 | ||
bd0e9e067289683aeac446bcfc8eff52 | 2025-07-04 06:44:11 +0000 | 0 | Roast_Beer_ | ボールド使い | 1.94102E+18 | https://twitter.com/Roast_Beer_/status/1941024703780737415 | 2025-07-04 06:42:06 UTC | "#beer"+OR+"beer" | 0 | 1.40249E+18 | 2025070406 | https://youtube.com/channel/UC7a8wh7EpcspkJ3mO29pNzQ?si=l2y4bsoOIQv7hezg | ||
1a76328188048c46e23214dc5ea10821 | 2025-07-04 06:44:11 +0000 | 0 | RebeccaNewellB | A woman with a soft soul and a strong spirit | 🌷i love this Great nation. God is always with us.they are only 2 fkn genders. https://t.co/0unPQoEBL4 | 1.94102E+18 | https://twitter.com/RebeccaNewellB/status/1941024684780540082 | 2025-07-04 06:42:02 UTC | "#beer"+OR+"beer" | 0 | 1.92864E+18 | 2025070406 | |||
1524492a648b7807dae4713908e2615c | 2025-07-04 06:44:11 +0000 | 0 | enoskmoshapo | ⓘThis user doesn't exist. | 1.94102E+18 | https://twitter.com/enoskmoshapo/status/1941024521257210350 | 2025-07-04 06:41:23 UTC | "#beer"+OR+"beer" | 0 | 1.82857E+18 | #ChampionBeer | 2025070406 | ||
0e26fa81d1f8d3c35e1b2214a8e0ff80 | 2025-07-04 06:44:11 +0000 | 0 | maeda_beer | 三十路の都内会社員 | 1.94102E+18 | https://twitter.com/maeda_beer/status/1941024472582312226 | 2025-07-04 06:41:11 UTC | "#beer"+OR+"beer" | 0 | 1.72008E+18 | 2025070406 | |||
7dd96dd0a43904fb6b7d7e1450005b1a | 2025-07-04 06:44:11 +0000 | 0 | AsArunScribeth | A 30-year-old guy, lost — in search of beauty. | 1.94102E+18 | https://twitter.com/AsArunScribeth/status/1941024403120337108 | 2025-07-04 06:40:54 UTC | "#beer"+OR+"beer" | 0 | 1.63744E+18 | India | 2025070406 |
Access & Use Information
Usage:
- Aggregated from publicly available social media content
- Suitable for social analytics, public opinion tracking, and sentiment modeling
- Cleaned and structured for real-time or retrospective analysis
Published: July, 2025
Updated: Weekly or monthly, based on data source availability.
Available Formats: CSV, JSON, XML, XLSX, API
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