The news and current events of the globe are available on Twitter. Both the browser and a mobile device may be used to access Twitter. We also provide programmatic access to Twitter data via our API for companies, developers, and users.
Twitter data is different from data released by the majority of other social networks since it contains information that users choose to broadcast publicly. Through our API platform, the public Twitter data that users have chosen to make available to the public is easily accessible.
Using the GetTwitter API, you may get posts, user information, tweet details, account information, related Tweets, and more.
By entering a user’s Twitter username, you can obtain the following information:
This API is ideal for those content creators that want to know more about personalities on Twitter.
Also if you are a market agency you will collect information about who a user follows to target better your campaigns.
The only limitation is the number of API calls you can make per month.
Retrieve the user's info by passing the Twitter username.
Get information like user id, followers count, how many people is the user following, if it's verified, if the account is public or private, the profile picture URL, and the number of tweets on the account.
Object | Description |
---|---|
username |
[Required] The Twitter's username we want to query for. |
{"creation_date":"Thu Jun 03 19:21:04 +0000 2021","user_id":"1400532973460639748","username":"alejobareiro_1","name":"AlejoB","follower_count":2,"following_count":42,"is_private":false,"is_verified":false,"location":"","profile_pic_url":"https://abs.twimg.com/sticky/default_profile_images/default_profile_normal.png","description":"","external_url":null,"number_of_tweets":5,"bot":false,"timestamp":1622748064}
curl --location --request GET 'https://zylalabs.com/api/5/get+twitter+data+api/10/user+details?username=zyla_labs' --header 'Authorization: Bearer YOUR_API_KEY'
Retrieve a list of tweets by querying by username.
You will get the creation date of the tweet, the text, and retweets and favorites count of the tweet.
Object | Description |
---|---|
username |
[Required] The Twitter's username we want to query for. |
limit |
[Required] The number of results. Max 100 |
[{"tweet_id":"1494753585757777923","creation_date":"Fri Feb 18 19:20:00 +0000 2022","text":"💰GIVEAWAY!!!! #giveawaycsgo \n\n 💥 M4A4 EMPEROR!!!!\n \n 👉Follow me\n 👉LIKE VIDEO + subscribed youtube :\n🔥 https://t.co/xkeLGPy0B0\n👉RT / Like / Tag a friend\n💥winner coment next video\n💰Good Luckskin https://t.co/98PThKhSXs","media_url":null,"user":{"creation_date":"Wed Jul 13 19:18:34 +0000 2011","user_id":null,"username":"nachoriosok","name":"sHARED -.","follower_count":1876,"following_count":981,"is_private":false,"is_verified":false,"location":"Tucuman","profile_pic_url":"https://pbs.twimg.com/profile_images/1202170707247083520/kqQGKTb1_normal.jpg","description":"afiliado twitch https://t.co/sv23ZWh6C4 \ncanal youtube 2k subs: https://t.co/meDcURBVzB","external_url":"http://twitch.tv/shared__","number_of_tweets":1810,"bot":false,"timestamp":null},"language":"en","favorite_count":78,"retweet_count":75,"reply_count":75,"quote_count":0,"retweet":true,"timestamp":1645212000}]
curl --location --request GET 'https://zylalabs.com/api/5/get+twitter+data+api/11/tweets+per+user?username=zyla_labs&limit=10' --header 'Authorization: Bearer YOUR_API_KEY'
You can get the following list from a user by searching by username.
Object | Description |
---|---|
user_id |
[Required] The user_id we want to check for. You can get the user_id from "user details" endpoint. |
{"results":[{"creation_date":"Sun Mar 22 22:58:26 +0000 2009","user_id":"25899861","username":"gbeder","name":"Germán Beder","follower_count":68229,"following_count":289,"is_private":false,"is_verified":true,"location":"Buenos Aires, Argentina","profile_pic_url":"https://pbs.twimg.com/profile_images/1516273456622493697/qbUOMocX_normal.jpg","description":"Instagram: @gbeder","external_url":null,"number_of_tweets":10153,"bot":false,"timestamp":1237762706},{"creation_date":"Wed Sep 08 13:51:46 +0000 2010","user_id":"188332831","username":"ignaperezaltera","name":"IPA ","follower_count":418,"following_count":553,"is_private":false,"is_verified":false,"location":"Lanus, Bs As.","profile_pic_url":"https://pbs.twimg.com/profile_images/1214267982601428997/c4Y7qRit_normal.jpg","description":"miGRANAmor 🇱🇻 - le tengo mucha envidia a Noé.","external_url":"http://instagram.com/ignaperezaltera","number_of_tweets":16697,"bot":false,"timestamp":1283953906},{"creation_date":"Tue Jan 12 03:52:59 +0000 2021","user_id":"1348840335699566592","username":"FDBitcoin","name":"Fundamentalista del bitcoin","follower_count":879,"following_count":579,"is_private":false,"is_verified":false,"location":"Argentina, Bs As, Congourbano","profile_pic_url":"https://pbs.twimg.com/profile_images/1491657786949779458/ZLrZVs5M_normal.jpg","description":"Fix the money, Fix the world #Bitcoin","external_url":"https://www.youtube.com/channel/UCn3XEVXcoH_wYhMNG8d_ESg","number_of_tweets":3135,"bot":false,"timestamp":1610423579},{"creation_date":"Sun Feb 20 22:22:37 +0000 2022","user_id":"1495524204795547652","username":"parenlamanok","name":"Paren la mano","follower_count":35453,"following_count":9,"is_private":false,"is_verified":false,"location":"","profile_pic_url":"https://pbs.twimg.com/profile_images/1498423777214046209/wUOqmU0p_normal.jpg","description":"⏳️ Lun. a Vie. 19hs a 21hs \n🚀 Por @vorterix\n🎙@luquitarodrigue @alfremontes y @gbeder","external_url":null,"number_of_tweets":553,"bot":false,"timestamp":1645395757},{"creation_date":"Fri Aug 01 23:16:25 +0000 2014","user_id":"2699372623","username":"BlackEspanolito","name":"Heretics Black","follower_count":330079,"following_count":930,"is_private":false,"is_verified":true,"location":"Madrid, Comunidad de Madrid","profile_pic_url":"https://pbs.twimg.com/profile_images/1510763316200751112/RqGIws2f_normal.jpg","description":"Sponsors: @HyperXSpain \nContent Creator: @TeamHeretics\nBusiness inquiries: [email protected]","external_url":null,"number_of_tweets":44779,"bot":false,"timestamp":1406934985},{"creation_date":"Sun Apr 11 22:24:12 +0000 2010","user_id":"131967942","username":"VarskySports","name":"VarskySports","follower_count":1901826,"following_count":142727,"is_private":false,"is_verified":true,"location":"Desde Buenos Aires, Argentina","profile_pic_url":"https://pbs.twimg.com/profile_images/1401997598714732544/LjkZHAof_normal.jpg","description":"Bienvenidos al Canal de Deportes en Twitter. https://t.co/q5RgK3L5Ov. https://t.co/b9Hqsb6OMs [email protected]","external_url":"http://Facebook.com/VarskySports","number_of_tweets":174388,"bot":false,"timestamp":1271024652},{"creation_date":"Wed Apr 21 23:10:16 +0000 2010","user_id":"135659395","username":"alfremontes","name":"Alfre Montes de Oca","follower_count":96946,"following_count":892,"is_private":false,"is_verified":false,"location":"Buenos Aires","profile_pic_url":"https://pbs.twimg.com/profile_images/1217561671549554688/RsiTgToZ_normal.jpg","description":"#SoldadodeSabella - https://t.co/X8nTnk1zu1\n\nEn @parenlamanok - @vorterix","external_url":"http://Instagram.com/alfremontes","number_of_tweets":52913,"bot":false,"timestamp":1271891416},{"creation_date":"Fri Aug 12 16:37:01 +0000 2011","user_id":"353780675","username":"CSGO","name":"CS:GO","follower_count":1289366,"following_count":354,"is_private":false,"is_verified":true,"location":"Bellevue, WA","profile_pic_url":"https://pbs.twimg.com/profile_images/1521661590000467968/0CsAQUao_normal.jpg","description":"Your favorite first person shooter's favorite first person shooter.","external_url":"https://blog.counter-strike.net/","number_of_tweets":2257,"bot":false,"timestamp":1313167021},{"creation_date":"Wed Sep 17 13:55:53 +0000 2014","user_id":"2814979514","username":"s1mpleO","name":"Sasha","follower_count":702900,"following_count":387,"is_private":false,"is_verified":true,"location":"Kyiv, Ukraine ","profile_pic_url":"https://pbs.twimg.com/profile_images/1468082946108239876/5UVLr4HF_normal.jpg","description":"Professional player for @natusvincere https://t.co/a7eSZVJ1Zu Business inquires [email protected]","external_url":"http://GG.bet","number_of_tweets":4178,"bot":false,"timestamp":1410962153},{"creation_date":"Thu Oct 22 23:47:47 +0000 2015","user_id":"4020276615","username":"JMilei","name":"Javier Milei","follower_count":611849,"following_count":1138,"is_private":false,"is_verified":false,"location":"Buenos Aires, Argentina","profile_pic_url":"https://pbs.twimg.com/profile_images/657346882889498624/zychb_4j_normal.jpg","description":"Economista","external_url":null,"number_of_tweets":160810,"bot":false,"timestamp":1445557667},{"creation_date":"Sat Nov 21 02:23:16 +0000 2020","user_id":"1329973438157611008","username":"OOCDavoo","name":"Davo Out Of Context","follower_count":15882,"following_count":558,"is_private":false,"is_verified":false,"location":"","profile_pic_url":"https://pbs.twimg.com/profile_images/1532142731451146241/R1ORVjQH_normal.jpg","description":"Cuenta de DavooXeneize Out of Context. Cualquier aporte que tengas, mandalo al md 📭.","external_url":null,"number_of_tweets":5260,"bot":false,"timestamp":1605925396},{"creation_date":"Tue Aug 09 23:22:17 +0000 2011","user_id":"351953986","username":"jlespert","name":"José Luis Espert","follower_count":593407,"following_count":167,"is_private":false,"is_verified":true,"location":"Buenos Aires, Argentina","profile_pic_url":"https://pbs.twimg.com/profile_images/1476007002971250691/7zFQUSdY_normal.jpg","description":"Diputado Nacional Avanza Libertad | Dr. Economía UCEMA | Profe Macro UCEMA | Libros: La Argentina Devorada, La Sociedad Cómplice, No Va Más y Cadenas Invisibles","external_url":"https://www.espert.com.ar","number_of_tweets":97006,"bot":false,"timestamp":1312932137},{"creation_date":"Mon Oct 23 22:31:15 +0000 2017","user_id":"922591272547835904","username":"NavajaCrimen","name":"🔪💰","follower_count":24076,"following_count":398,"is_private":false,"is_verified":false,"location":"","profile_pic_url":"https://pbs.twimg.com/profile_images/1514830394511835139/pm4DOWJi_normal.jpg","description":"https://t.co/8iAJSElgGf","external_url":"http://youtube.com/c/NavajaCrimen","number_of_tweets":2780,"bot":false,"timestamp":1508797875},{"creation_date":"Sat Feb 05 21:32:52 +0000 2022","user_id":"1490075919142297602","username":"BetoMendeleiev_","name":"Osvaldo 'Beto' Mendeleiev","follower_count":34681,"following_count":597,"is_private":false,"is_verified":false,"location":"","profile_pic_url":"https://pbs.twimg.com/profile_images/1490078484068061187/ryhVWxq8_normal.jpg","description":"Tic tac tic tac 💣","external_url":null,"number_of_tweets":7653,"bot":false,"timestamp":1644096772},{"creation_date":"Fri Aug 22 11:50:45 +0000 2014","user_id":"2754746065","username":"IbaiLlanos","name":"Ibai","follower_count":9271013,"following_count":880,"is_private":false,"is_verified":true,"location":"Barcelona","profile_pic_url":"https://pbs.twimg.com/profile_images/1513174819038240777/77Zo3WBf_normal.jpg","description":"Sigue a nuestro equipo @KOI, https://t.co/CaLlqtBLac, https://t.co/ipt9q2MZWu,","external_url":"http://twitch.tv/ibai","number_of_tweets":64899,"bot":false,"timestamp":1408708245},{"creation_date":"Tue Oct 31 17:16:05 +0000 2017","user_id":"925411061666336768","username":"LuknCSGO","name":"Luken","follower_count":191703,"following_count":359,"is_private":false,"is_verified":false,"location":"Capital federal","profile_pic_url":"https://pbs.twimg.com/profile_images/1527436086418579456/0pERgZ2s_normal.jpg","description":"Twitch partner CS:GO Player F/A. business inquiries and contact: [email protected] https://t.co/wAPY1KLAl5 ceo @windingogg","external_url":"http://instagram.com/lucanadotti/","number_of_tweets":15003,"bot":false,"timestamp":1509470165},{"creation_date":"Thu Oct 28 23:19:56 +0000 2010","user_id":"209310616","username":"mis2centavos","name":"Javier \"tenaz\" Smaldone","follower_count":33490,"following_count":1503,"is_private":false,"is_verified":false,"location":"\"República\" Argentina","profile_pic_url":"https://pbs.twimg.com/profile_images/1295380943847424006/aHc9DzYt_normal.jpg","description":"Programador y sysadmin.\nAyudé a frenar el voto electrónico. Me allanó la Policía Federal. Me sobreseyeron y no festejé.","external_url":"https://blog.smaldone.com.ar","number_of_tweets":114950,"bot":false,"timestamp":1288307996},{"creation_date":"Wed Mar 19 20:34:36 +0000 2014","user_id":"2398428283","username":"AtaqueFutbolero","name":"Ataque Futbolero","follower_count":157959,"following_count":761,"is_private":false,"is_verified":false,"location":"Argentina","profile_pic_url":"https://pbs.twimg.com/profile_images/918600570621095937/W-N7kU70_normal.jpg","description":"Si tenés un Ataque, que sea Futbolero.","external_url":"https://www.instagram.com/ataquefutbolero/","number_of_tweets":68915,"bot":false,"timestamp":1395261276},{"creation_date":"Wed Feb 12 16:00:18 +0000 2020","user_id":"1227623429832138753","username":"eloraculoteama","name":"El Oráculo 🔮","follower_count":10228,"following_count":169,"is_private":false,"is_verified":false,"location":"","profile_pic_url":"https://pbs.twimg.com/profile_images/1478713807362875393/-gUahHhz_normal.jpg","description":"Paladín del libre mercado 💸","external_url":null,"number_of_tweets":1575,"bot":false,"timestamp":1581523218},{"creation_date":"Sat May 08 13:52:35 +0000 2010","user_id":"141594158","usernam...
curl --location --request GET 'https://zylalabs.com/api/5/get+twitter+data+api/12/who+is+the+user+following?user_id=zyla_labs' --header 'Authorization: Bearer YOUR_API_KEY'
Retrieve the followers a user has by querying by user ID.
Object | Description |
---|---|
limit |
[Optional] The number of results. Max 100 |
{"results":[{"creation_date":"Wed Sep 08 13:51:46 +0000 2010","user_id":"188332831","username":"ignaperezaltera","name":"IPA ","follower_count":418,"following_count":553,"is_private":false,"is_verified":false,"location":"Lanus, Bs As.","profile_pic_url":"https://pbs.twimg.com/profile_images/1214267982601428997/c4Y7qRit_normal.jpg","description":"miGRANAmor 🇱🇻 - le tengo mucha envidia a Noé.","external_url":"http://instagram.com/ignaperezaltera","number_of_tweets":16697,"bot":false,"timestamp":1283953906},{"creation_date":"Thu Nov 19 00:26:55 +0000 2009","user_id":"90996121","username":"MatiasDiazReal","name":"MDR","follower_count":197,"following_count":601,"is_private":false,"is_verified":false,"location":"Madrid, España","profile_pic_url":"https://pbs.twimg.com/profile_images/1470556576486498311/Pr5dTb-Z_normal.jpg","description":"Me rio absolutamente de todo.\n🇦🇷🇪🇸","external_url":null,"number_of_tweets":4328,"bot":false,"timestamp":1258590415}],"continuation_token":"0|1534655629250002940"}
curl --location --request GET 'https://zylalabs.com/api/5/get+twitter+data+api/13/user+followers' --header 'Authorization: Bearer YOUR_API_KEY'
Retrieve general information about a Tweet by Tweet ID.
Creation date. Likes. Retweets. Who made the tweet. The tweet text and more.
Object | Description |
---|---|
tweet_id |
[Required] The tweet id. Check "tweets per user" to get this information., |
{"tweet_id":"1517995317697916928","creation_date":"Sat Apr 23 22:34:21 +0000 2022","text":"Sometimes you know an exception can be thrown, and you just want to ignore it. Take advantage of the context manager, which allows you to allocate and release resources.\n\nUse “ignore instead”. Here's a full code example:\n\nCredits to: @raymondh https://t.co/ACw677xTtN","media_url":"https://pbs.twimg.com/media/FREAsbkXIAYiaVV.jpg","user":{"creation_date":"Sun Dec 13 03:52:21 +0000 2009","user_id":"96479162","username":"omarmhaimdat","name":"Omar MHAIMDAT","follower_count":958,"following_count":1075,"is_private":false,"is_verified":false,"location":"Casablanca, Morocco","profile_pic_url":"https://pbs.twimg.com/profile_images/1271521722945110016/AvKfKpLo_normal.jpg","description":"Data Scientist | Software Engineer | Better programming and Heartbeat contributor","external_url":"https://www.linkedin.com/in/omarmhaimdat/","number_of_tweets":3120,"bot":false,"timestamp":1260676341},"retweet_count":2,"favorite_count":17,"reply_count":2,"quote_count":0,"retweet":false}
curl --location --request GET 'https://zylalabs.com/api/5/get+twitter+data+api/14/tweet+details?tweet_id=1665731413117640705' --header 'Authorization: Bearer YOUR_API_KEY'
This endpoint return search results
Object | Description |
---|---|
query |
[Required] Topic or word related to your search |
{"results":[{"tweet_id":"1783869709403787717","creation_date":"Fri Apr 26 14:44:16 +0000 2024","text":"When DEVELOPER can write code effortlessly.\n\n#Python #Programming #Coding #pythonprogramming #100DaysofCode https://t.co/c68PnW077M","media_url":["https://pbs.twimg.com/ext_tw_video_thumb/1783869582609965056/pu/img/TgKZ0BBGw7pQ8SwW.jpg"],"video_url":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/pl/H_EPbAdAD_A7q1KC.m3u8?tag=12&container=cmaf"},{"bitrate":632000,"content_type":"video/mp4","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/vid/avc1/320x568/cVErNLUa4RSLb9wl.mp4?tag=12"},{"bitrate":950000,"content_type":"video/mp4","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/vid/avc1/480x852/VCMH2bo4Jzmh5pNO.mp4?tag=12"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/vid/avc1/720x1280/cpjcUkkMloL22VUq.mp4?tag=12"}],"user":{"creation_date":"Wed Jul 12 13:02:55 +0000 2023","user_id":"1679114024372572162","username":"logicalpython","name":"Logical Python","follower_count":5675,"following_count":4470,"favourites_count":2256,"is_private":null,"is_verified":false,"is_blue_verified":true,"location":"Earth","profile_pic_url":"https://pbs.twimg.com/profile_images/1739309088138301440/PYXWtwgb_normal.jpg","profile_banner_url":"https://pbs.twimg.com/profile_banners/1679114024372572162/1703521611","description":"🏆Learn Python for in a interesting way\n👉Python Projects, Quizzes and Programs\n👉Python Interview Questions and Tutorials\n👉https://t.co/vsqIiQepr0","external_url":"https://www.logicalpython.com","number_of_tweets":1971,"bot":false,"timestamp":1689166975,"has_nft_avatar":false,"category":null,"default_profile":true,"default_profile_image":false,"listed_count":30,"verified_type":null},"language":"en","favorite_count":10,"retweet_count":1,"reply_count":0,"quote_count":1,"retweet":false,"views":435,"timestamp":1714142656,"video_view_count":null,"in_reply_to_status_id":null,"quoted_status_id":null,"binding_values":null,"expanded_url":"https://twitter.com/logicalpython/status/1783869709403787717/video/1","retweet_tweet_id":null,"extended_entities":{"media":[{"display_url":"pic.twitter.com/c68PnW077M","expanded_url":"https://twitter.com/logicalpython/status/1783869709403787717/video/1","id_str":"1783869582609965056","indices":[108,131],"media_key":"7_1783869582609965056","media_url_https":"https://pbs.twimg.com/ext_tw_video_thumb/1783869582609965056/pu/img/TgKZ0BBGw7pQ8SwW.jpg","type":"video","url":"https://t.co/c68PnW077M","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":1920,"w":1080,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1920,"width":1080,"focus_rects":[]},"video_info":{"aspect_ratio":[9,16],"duration_millis":23431,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/pl/H_EPbAdAD_A7q1KC.m3u8?tag=12&container=cmaf"},{"bitrate":632000,"content_type":"video/mp4","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/vid/avc1/320x568/cVErNLUa4RSLb9wl.mp4?tag=12"},{"bitrate":950000,"content_type":"video/mp4","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/vid/avc1/480x852/VCMH2bo4Jzmh5pNO.mp4?tag=12"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/ext_tw_video/1783869582609965056/pu/vid/avc1/720x1280/cpjcUkkMloL22VUq.mp4?tag=12"}]}}]},"conversation_id":"1783869709403787717","retweet_status":null,"quoted_status":null,"bookmark_count":0,"source":"Twitter Web App","community_note":null},{"tweet_id":"1783571724254212291","creation_date":"Thu Apr 25 19:00:10 +0000 2024","text":"Need to extract a tar file with #Python?\n\nYou can do that with 4️⃣ lines of code! 🐍🔥 https://t.co/RmShWwch1A","media_url":["https://pbs.twimg.com/media/GMCFB8-acAI-3vR.jpg"],"video_url":null,"user":{"creation_date":"Fri Jan 16 13:57:49 +0000 2009","user_id":"19067150","username":"driscollis","name":"Mike Driscoll","follower_count":117805,"following_count":1017,"favourites_count":68363,"is_private":null,"is_verified":false,"is_blue_verified":true,"location":"Iowa","profile_pic_url":"https://pbs.twimg.com/profile_images/1360256374198984706/hc0vKFx__normal.jpg","profile_banner_url":"https://pbs.twimg.com/profile_banners/19067150/1663872116","description":"I tweet about everything #Python\n\nWriting about Python @mousevspython @realpython\n\nTeaching at @TeachMePy\n\nAuthor of multiple books - https://t.co/MdP25zw5zQ","external_url":"https://amzn.to/3xnMUGj","number_of_tweets":39830,"bot":false,"timestamp":1232114269,"has_nft_avatar":false,"category":null,"default_profile":false,"default_profile_image":false,"listed_count":1149,"verified_type":null},"language":"en","favorite_count":47,"retweet_count":8,"reply_count":5,"quote_count":0,"retweet":false,"views":4249,"timestamp":1714071610,"video_view_count":null,"in_reply_to_status_id":null,"quoted_status_id":null,"binding_values":null,"expanded_url":"https://twitter.com/driscollis/status/1783571724254212291/photo/1","retweet_tweet_id":null,"extended_entities":{"media":[{"display_url":"pic.twitter.com/RmShWwch1A","expanded_url":"https://twitter.com/driscollis/status/1783571724254212291/photo/1","id_str":"1783571721032986626","indices":[85,108],"media_key":"3_1783571721032986626","media_url_https":"https://pbs.twimg.com/media/GMCFB8-acAI-3vR.jpg","type":"photo","url":"https://t.co/RmShWwch1A","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":552,"w":992,"resize":"fit"},"medium":{"h":552,"w":992,"resize":"fit"},"small":{"h":378,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":552,"width":992,"focus_rects":[{"x":3,"y":0,"w":986,"h":552},{"x":220,"y":0,"w":552,"h":552},{"x":254,"y":0,"w":484,"h":552},{"x":358,"y":0,"w":276,"h":552},{"x":0,"y":0,"w":992,"h":552}]}}]},"conversation_id":"1783571724254212291","retweet_status":null,"quoted_status":null,"bookmark_count":16,"source":"Typefully","community_note":null},{"tweet_id":"1783867728056483890","creation_date":"Fri Apr 26 14:36:23 +0000 2024","text":"Fraud Detection is a business problem that can be solved with data science. In 2 minutes, I'll break it down and share how to make #Python and #Rstats fraud detection projects for your target audience. Let’s go!\n\nFraud detection is a set of activities undertaken to prevent money or property from being obtained through deceitful pretenses.\n\nThis process uses analytics that examine behavior to differentiate legitimate actions from potentially fraudulent ones.\n\nFraud detection is a critical component for many businesses, particularly as online transactions increase and fraudsters become more sophisticated.\n\nIndustries sensitive to fraud detection:\n\n1. Banking and Financial Services: Companies like JPMorgan Chase and HSBC use advanced machine learning algorithms to analyze transaction patterns and identify anomalies that may indicate fraud.\n\n2. E-Commerce and Retail: Amazon and Alibaba are prime examples of e-commerce platforms that utilize fraud detection. They implement sophisticated fraud detection engines that analyze purchasing patterns and flag unusual transactions for review.\n\n3. Healthcare: UnitedHealth Group and Pfizer might not be directly involved in fraud detection but are affected significantly by insurance fraud. Healthcare companies use fraud detection systems to monitor claims and detect irregular patterns that suggest fraudulent activities such as billing for services not provided or upcoding.\n\n4. Insurance: Allstate and State Farm use predictive analytics to identify potentially fraudulent claims. They analyze patterns in claim submissions and use historical data to recognize inconsistencies or anomalies.\n\nSolving fraud and fraud detection is the chief responsibility of the Data Science team.\n\nYou can see examples in Python code and R code here:\n\nR Code: https://t.co/DvuYPZRFTG\n\nPython Code: https://t.co/GFPp53AwLV\n\nThere you have it! Some good ideas to start improving developing Fraud Detection models and design projects for your target audience.\n\nReady to learn how to solve Business Problems with data science?\n\nI’ve spent 100 hours consolidating my learnings into a free 5-day course, How to Solve Business Problems with Data Science. It comes with:\n\n300+ lines of R and Python code\n5 bonus trainings\n2 systematic frameworks\n1 complete roadmap to avoid mistakes and start solving business problems with data science, TODAY.\n\n👉 Here it is for free: https://t.co/YXG4pL97ZN","media_url":["https://pbs.twimg.com/media/GMGSLMZXQAAJJy5.jpg"],"video_url":null,"user":{"creation_date":"Sun Jan 01 13:47:36 +0000 2017","user_id":"815555071517872128","username":"mdancho84","name":"🔥 Matt Dancho (Business Science) 🔥","follower_count":54309,"following_count":465,"favourites_count":7525,"is_private":null,"is_verified":false,"is_blue_verified":true,"location":"Pittsburgh, PA","profile_pic_url":"https://pbs.twimg.com/profile_images/815624333926297600/oc0lCoJ7_normal.jpg","profile_banner_url":"https://pbs.twimg.com/profile_banners/815555071517872128/1663631650","description":"On a mission to grow your business data science skills and accelerate your career | Get my free 5-day business for data scientists course 👇","external_url":"https://learn.business-science.io/free-solve-business-problems-with-data-science-course?el=twitter","number_of_tweets":12254,"bot":false,"timestamp":1483278456,"has_nft_avatar":false,"category":null,"default_profile":false,"default_profile_image":false,"listed_count":791,"verified_type":nul...
curl --location --request GET 'https://zylalabs.com/api/5/get+twitter+data+api/4808/search+tweets?query=#python' --header 'Authorization: Bearer YOUR_API_KEY'
After signing up, every developer is assigned a personal API access key, a unique combination of letters and digits provided to access to our API endpoint. To authenticate with the Get Twitter Data API REST API, simply include your bearer token in the Authorization header.
Header | Description |
---|---|
Authorization
|
[Required] Should be Bearer access_key . See "Your API Access Key" above when you are subscribed. |
No long term commitments. One click upgrade/downgrade or cancellation. No questions asked.
Zyla API Hub is, in other words, an API MarketPlace. An all-in-one solution for your developing needs. You will be accessing our extended list of APIs with only your user. Also, you won't need to worry about storing API keys, only one API key for all our products is needed.
Prices are listed in USD. We accept all major debit and credit cards. Our payment system uses the latest security technology and is powered by Stripe, one of the world’s most reliable payment companies. If you have any trouble with paying by card, just contact us at [email protected]
Sometimes depending on the bank's fraud protection settings, a bank will decline the validation charge we make when we attempt to be sure a card is valid. We recommend first contacting your bank to see if they are blocking our charges. If more help is needed, please contact [email protected] and our team will investigate further
Prices are based on a recurring monthly subscription depending on the plan selected — plus overage fees applied when a developer exceeds a plan’s quota limits. In this example, you'll see the base plan amount as well as a quota limit of API requests. Be sure to notice the overage fee because you will be charged for each additional request.
Zyla API Hub works on a recurring monthly subscription system. Your billing cycle will start the day you purchase one of the paid plans, and it will renew the same day of the next month. So be aware to cancel your subscription beforehand if you want to avoid future charges.
Just go to the pricing page of that API and select the plan that you want to upgrade to. You will only be charged the full amount of that plan, but you will be enjoying the features that the plan offers right away.
Yes, absolutely. If you want to cancel your plan, simply go to your account and cancel on the Billing page. Upgrades, downgrades, and cancellations are immediate.
You can contact us through our chat channel to receive immediate assistance. We are always online from 9 am to 6 pm (GMT+1). If you reach us after that time, we will be in contact when we are back. Also you can contact us via email to [email protected]
Service Level:
100%
Response Time:
2,447ms
Service Level:
100%
Response Time:
467ms
Service Level:
100%
Response Time:
681ms
Service Level:
100%
Response Time:
628ms
Service Level:
100%
Response Time:
4,858ms
Service Level:
100%
Response Time:
2,607ms
Service Level:
100%
Response Time:
2,227ms
Service Level:
100%
Response Time:
1,537ms
Service Level:
100%
Response Time:
2,763ms
Service Level:
100%
Response Time:
2,279ms
Service Level:
95%
Response Time:
134ms
Service Level:
100%
Response Time:
2,408ms
Service Level:
100%
Response Time:
17,322ms
Service Level:
100%
Response Time:
868ms
Service Level:
100%
Response Time:
1,175ms
Service Level:
100%
Response Time:
2,485ms
Service Level:
100%
Response Time:
6,542ms