{"id":24416,"date":"2026-05-05T11:37:12","date_gmt":"2026-05-05T09:37:12","guid":{"rendered":"https:\/\/www.ilc.cnr.it\/?page_id=24416"},"modified":"2026-05-05T11:41:32","modified_gmt":"2026-05-05T09:41:32","slug":"twitter-for-sentiment-analysis","status":"publish","type":"page","link":"https:\/\/www.ilc.cnr.it\/en\/twitter-for-sentiment-analysis\/","title":{"rendered":"Twitter for Sentiment Analysis"},"content":{"rendered":"\n<p>The corpus <strong>Twitter for Sentiment Analysis<\/strong> is a collection of tweets containing text and images collected from July to December 2016. During this time span, Twitter\u2019s Sample API were exploited to access a random 1% sample of the stream of all globally produced tweets. At the end of the data collection process, the total number of tweets in the dataset is ~3.4M, corresponding to ~4M images. Each tweet (text and associated images) has been labeled according to the sentiment polarity of the text, obtaining a labeled set of tweets and images divided in 3 categories. The tweets having the most confident textual sentiment predictions have been selected to build a Twitter for Sentiment Analysis (T4SA) dataset.  <\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">More info: <a href=\"http:\/\/www.italianlp.it\/resources\/twitter-for-sentiment-analysis\/\" target=\"_blank\" rel=\"noreferrer noopener\">Twitter for Sentiment Analysis<\/a><\/h4>\n","protected":false},"excerpt":{"rendered":"<p>The corpus Twitter for Sentiment Analysis is a collection of tweets containing text and images collected from July to December&hellip;<\/p>\n","protected":false},"author":3,"featured_media":12347,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"acf":[],"jetpack_sharing_enabled":true,"publishpress_future_action":{"enabled":false,"date":"2026-05-29 19:59:49","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"translation_priority"},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/pages\/24416"}],"collection":[{"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/comments?post=24416"}],"version-history":[{"count":7,"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/pages\/24416\/revisions"}],"predecessor-version":[{"id":24427,"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/pages\/24416\/revisions\/24427"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/media\/12347"}],"wp:attachment":[{"href":"https:\/\/www.ilc.cnr.it\/en\/wp-json\/wp\/v2\/media?parent=24416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}