{"id":30195,"date":"2022-07-22T16:33:47","date_gmt":"2022-07-22T16:33:47","guid":{"rendered":"https:\/\/zeru.com\/blog\/?p=30195"},"modified":"2022-08-18T05:31:29","modified_gmt":"2022-08-18T05:31:29","slug":"how-researchers-can-access-twitters-open-api","status":"publish","type":"post","link":"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api","title":{"rendered":"How Researchers Can Access Twitter&#8217;s Open API"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_43 counter-flat ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69ebe73424e77\" class=\"cssicon\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><label for=\"ez-toc-cssicon-toggle-item-69ebe73424e77\"  class=\"cssiconcheckbox\">1<\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69ebe73424e77\" ><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api\/#How_Researchers_Can_Access_Twitters_Open_API\" title=\"How Researchers Can Access Twitter&#8217;s Open API\">How Researchers Can Access Twitter&#8217;s Open API<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api\/#Tweets_are_stored_in_a_large_set_of_HTTP_microservices\" title=\"Tweets are stored in a large set of HTTP microservices\">Tweets are stored in a large set of HTTP microservices<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api\/#Access_to_data_is_restricted_by_access_tokens\" title=\"Access to data is restricted by access tokens\">Access to data is restricted by access tokens<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api\/#Twitters_API_is_easy_to_use\" title=\"Twitter&#8217;s API is easy to use\">Twitter&#8217;s API is easy to use<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api\/#It_allows_researchers_to_access_the_full_history_of_public_conversation\" title=\"It allows researchers to access the full history of public conversation\">It allows researchers to access the full history of public conversation<\/a><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"How_Researchers_Can_Access_Twitters_Open_API\"><\/span>How Researchers Can Access Twitter&#8217;s Open API<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p><img decoding=\"async\" style=\"margin: 0px 10px; max-width: 43% max-height:329px; height: auto; width: auto;\" src=\"https:\/\/i.imgur.com\/ShTsy4y.jpg\" alt=\"Does Twitter have an open API\" align=\"left\" \/><\/p>\n<p>In this article, I&#8217;ll explain how researchers can access Twitter&#8217;s rich history of public conversations. The Tweets themselves are stored as a large set of HTTP microservices. The data is protected by access tokens, but it&#8217;s still useful to researchers to gain access to this full history of public conversation. Moreover, Twitter&#8217;s API is incredibly simple to use. This allows researchers to create their own applications and make use of the full history of public conversation.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Tweets_are_stored_in_a_large_set_of_HTTP_microservices\"><\/span>Tweets are stored in a large set of HTTP microservices<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Twitter uses an architecture that consists of a collection of interconnected web services. The Tweets service distributes each tweet to all of its followers, and also inserts it into each user&#8217;s home timeline. Among its core components are Redis Clusters, an in-memory key-value store, and a timeline cache. Twitter uses these components to scale and move hard work away from devices and towards an upstream cache.<\/p>\n<p>The tweets are handled by Twitter in a matter of seconds. Each tweet is sent via the write API, which hits every tweet immediately after sending. This eliminates duplicate tweets, checks the HTTP header for business logic, and returns a 200 response within 50 milliseconds. Twitter uses asynchronous delivery for its microservices, ensuring that they don&#8217;t need a persistent connection to access the tweets.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Access_to_data_is_restricted_by_access_tokens\"><\/span>Access to data is restricted by access tokens<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>An access token is a self-contained bearer token that grants the client application access to a resource. The token has a specified life span, and malicious intent users can only access the resource for a certain amount of time. After this time, they are not able to access the data anymore. To prevent this from happening, Twitter has developed security measures to protect access tokens. The following are some of these features:<\/p>\n<p>Access tokens can be used to authenticate the user. The authentication process takes place on both ends. The user and the application must agree to give access tokens to each other. The client application should never inspect the token or attempt to interpret it. The authorization server will grant access to the resource only after authenticating the user and obtaining permission. It is important to treat the access token as an opaque string, and not to attempt to interpret the format.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Twitters_API_is_easy_to_use\"><\/span>Twitter&#8217;s API is easy to use<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Earlier this year, Twitter released a new, simpler version of its API, known as the Twitter API v2. The API was previously separated into three tiers &#8211; free, self-serve, and enterprise &#8211; which made migration difficult and confusing. However, the new version is easier to use and supports a wider range of applications. Twitter plans to replace all three platforms with a single, open API, which will eventually include three product tracks: Standard, Business, and Academic\/Research. Developers will also have the option of varying levels of access, allowing them to customize and tailor their apps to the needs of their users.<\/p>\n<p>To get started, all you need to do is log in to Twitter&#8217;s developer portal and create an account. Then, go to the Apps management page and click on Details. Here, you&#8217;ll see a list of API keys and secret tokens. Make sure to save the unique API keys and secret codes. Then, paste these into your web application. If the URL returned is not correct, you&#8217;ll need to enter the PIN.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"It_allows_researchers_to_access_the_full_history_of_public_conversation\"><\/span>It allows researchers to access the full history of public conversation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>In a major shift, Twitter is now granting free access to its archive of public conversations to academic researchers. Previously, researchers had to pay for premium or enterprise developer access to view tweets. Now, they can use the full archive search endpoint and access all the tweets and comments without any restrictions. It is the first time Twitter is making the full history of public conversation freely available to researchers.<\/p>\n<p>Previously, Twitter would only make its data available to approved researchers and academic institutions. The new API will allow researchers to access the full history of public conversations, but this data was too expensive for most researchers. Now, with this new program, researchers will be able to analyze the full history of public conversations. The API is available for academics, but it will only allow researchers to access the public conversations of verified users.<\/p>\n<p><iframe style=\"margin: 0px auto; display: block;\" src=\"https:\/\/www.youtube.com\/embed\/vlvtqp44xoQ\" width=\"522\" height=\"292\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How Researchers Can Access Twitter&#8217;s Open API In this article, I&#8217;ll explain how researchers can access Twitter&#8217;s rich history of public conversations. The Tweets themselves are stored as a large set of HTTP microservices. The data is protected by access tokens, but it&#8217;s still useful to researchers to gain access to this full history of [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":53050,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v19.7 (Yoast SEO v21.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Researchers Can Access Twitter&#039;s Open API - Zeru<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/zeru.com\/blog\/how-researchers-can-access-twitters-open-api\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Researchers Can Access Twitter&#039;s Open API\" \/>\n<meta property=\"og:description\" content=\"How Researchers Can Access Twitter&#8217;s Open API In this article, I&#8217;ll explain how researchers can access Twitter&#8217;s rich history of public conversations. 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