{"id":41548,"date":"2026-06-26T22:07:38","date_gmt":"2026-06-26T20:07:38","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/720m-public-images-indexed-with-full-exif-iptc-xmp-metadata-searchable-via-rest-api-web-oc\/"},"modified":"2026-06-26T22:07:38","modified_gmt":"2026-06-26T20:07:38","slug":"720m-public-images-indexed-with-full-exif-iptc-xmp-metadata-searchable-via-rest-api-web-oc","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/720m-public-images-indexed-with-full-exif-iptc-xmp-metadata-searchable-via-rest-api-web-oc\/","title":{"rendered":"720M+ Public Images Indexed With Full EXIF\/IPTC\/XMP Metadata \u2014 Searchable Via REST API\/Web [OC]"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Sharing a dataset resource that may be useful for researchers, data scientists, and investigators.<\/p>\n<p>Image-Meta has indexed the embedded metadata (EXIF\/IPTC\/XMP) from ~720 million publicly accessible images using ExifTool. The data is queryable via a REST API &amp; web rather than a bulk download.<\/p>\n<p>**What&#8217;s in the dataset:**<\/p>\n<p>&#8211; Camera make, model, and serial number<\/p>\n<p>&#8211; Author, copyright, rights, title, description<\/p>\n<p>&#8211; GPS coordinates (where present, subject to strict TOS\/paid tier not publicly free available)<\/p>\n<p>&#8211; Software chain <\/p>\n<p>&#8211; Creation, modification, and index dates<\/p>\n<p>&#8211; Filename and document ID<\/p>\n<p>&#8211; Creation, Modify Date, Date Found<\/p>\n<p>&#8211; Extra JSON supplimental metadata in full per image<\/p>\n<p>**Potential research uses:**<\/p>\n<p>&#8211; Camera device attribution studies<\/p>\n<p>&#8211; Metadata privacy\/leakage research<\/p>\n<p>&#8211; Image provenance and disinformation analysis<\/p>\n<p>&#8211; Geospatial studies using embedded GPS<\/p>\n<p>&#8211; Timeline reconstruction of image publication<\/p>\n<p>**Access:**<\/p>\n<p>Web or Queryable via REST API with field-level boolean search, date ranges, <\/p>\n<p><a href=\"https:\/\/image-meta.com\/\">https:\/\/image-meta.com<\/a> <\/p>\n<p>API docs: <a href=\"https:\/\/image-meta.com\/api-docs\">https:\/\/image-meta.com\/api-docs<\/a><\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/cstadler\"> \/u\/cstadler <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1ugh0er\/720m_public_images_indexed_with_full_exifiptcxmp\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1ugh0er\/720m_public_images_indexed_with_full_exifiptcxmp\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-41548 jlk' href='javascript:void(0)' data-task='like' data-post_id='41548' data-nonce='415be27c86' 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-41548 lc'>0<\/span><\/a><\/div><\/div> <div class='status-41548 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Sharing a dataset resource that may be useful for researchers, data scientists, and investigators. Image-Meta has indexed&#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-41548","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\/41548","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=41548"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/41548\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=41548"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=41548"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=41548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}