{"id":39311,"date":"2026-03-01T19:27:05","date_gmt":"2026-03-01T18:27:05","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/vehicle-categories-need-source-for-data\/"},"modified":"2026-03-01T19:27:05","modified_gmt":"2026-03-01T18:27:05","slug":"vehicle-categories-need-source-for-data","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/vehicle-categories-need-source-for-data\/","title":{"rendered":"Vehicle Categories &#8211; Need Source For Data"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hi I&#8217;m a developer working on a project, not sure if this is the right place, but thought I&#8217;d ask.<\/p>\n<p>This project has a core business feature where pricing is tied to a vehicle&#8217;s category. That way the user can price out packages accordingly based on vehicle type.<\/p>\n<p>Here is where the problems begin. I usually use the NHTSA for vehicle data, public fast, free, but it&#8217;s not complete enough. It returns ambiguous &#8216;types&#8217; like &#8216;mpv,bus,truck,car&#8217; rather then sedan, suv, exotic, etc.<\/p>\n<p>I then tried the EPA fuel economy dataset, as it had 12,000 rows, was in csv format for easy parsing etc. But this proved to also be too incomplete, wouldn&#8217;t have newer vehicles like a 2024 3\/4 ton trucks and more. <\/p>\n<p>For speed, I made my own sort of &#8216;source of truth&#8217; table in my database which runs a populate job to seed, but still I need a clean reliable data source to actually run this job through. I can get by with the NHTSA data for the time being, but a more complete solution is necessary for scale.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Square-Display555\"> \/u\/Square-Display555 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1ri3ua7\/vehicle_categories_need_source_for_data\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1ri3ua7\/vehicle_categories_need_source_for_data\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39311 jlk' href='javascript:void(0)' data-task='like' data-post_id='39311' data-nonce='65e0e39b87' 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-39311 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39311 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hi I&#8217;m a developer working on a project, not sure if this is the right place, but&#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-39311","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\/39311","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=39311"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39311\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}