{"id":33604,"date":"2025-04-24T11:27:39","date_gmt":"2025-04-24T09:27:39","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/aggregated-historical-flight-price-dataset\/"},"modified":"2025-04-24T11:27:39","modified_gmt":"2025-04-24T09:27:39","slug":"aggregated-historical-flight-price-dataset","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/aggregated-historical-flight-price-dataset\/","title":{"rendered":"Aggregated Historical Flight Price Dataset"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I am working on a personal project that requires aggregated flight prices based on origin-destination pairs. I am specifically interested in data that includes both the price fetch date (booking date) and the travel date. The price fetch date is particularly important for my analysis.<\/p>\n<p>For reference, I&#8217;ve found an example dataset on Kaggle <a href=\"https:\/\/www.kaggle.com\/datasets\/yashdharme36\/airfare-ml-predicting-flight-fares\/data\">https:\/\/www.kaggle.com\/datasets\/yashdharme36\/airfare-ml-predicting-flight-fares\/data<\/a>, but it only covers a three-month period. To effectively capture seasonality, I need at least two years&#8217; worth of data.<\/p>\n<p>The ideal features for the dataset would include:<\/p>\n<ol>\n<li>Origin airport<\/li>\n<li>Destination airport<\/li>\n<li>Travel date<\/li>\n<li>Booking date or price fetch date (or the number of days left until the travel date)<\/li>\n<li>Time slot (optional), such as morning, evening, or night<\/li>\n<li>Price<\/li>\n<\/ol>\n<p>I am looking specifically for a dataset of Indian domestic flights, but I am finding it challenging to locate one. I plan to combine this flight data with holiday datasets and other relevant information to create a flight price prediction app.<\/p>\n<p>I would appreciate any suggestions you may have, including potential global datasets. Additionally, I would like to know the typical costs associated with acquiring such datasets from data providers. Thank you!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/athuljyothis\"> \/u\/athuljyothis <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1k6naf7\/aggregated_historical_flight_price_dataset\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1k6naf7\/aggregated_historical_flight_price_dataset\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-33604 jlk' href='javascript:void(0)' data-task='like' data-post_id='33604' data-nonce='614a020375' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-33604 lc'>0<\/span><\/a><\/div><\/div> <div class='status-33604 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I am working on a personal project that requires aggregated flight prices based on origin-destination pairs. I&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-33604","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33604","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=33604"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33604\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=33604"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=33604"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=33604"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}