[{"data":1,"prerenderedAt":75},["ShallowReactive",2],{"i-material-symbols:language":3,"i-material-symbols:person":8,"i-mdi:instagram":10,"i-mdi:youtube":12,"i-ri:linkedin-fill":14,"i-ri:twitter-x-line":16,"i-ri:facebook-fill":18,"post-metadata-analysis":20,"i-material-symbols:person-outline":69,"i-material-symbols:calendar-month":71,"i-mdi:schedule":73},{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":7},0,24,false,"\u003Cpath fill=\"currentColor\" d=\"M8.125 21.213q-1.825-.788-3.187-2.15t-2.15-3.188T2 11.988t.788-3.875t2.15-3.175t3.187-2.15T12.013 2t3.875.788t3.175 2.15t2.15 3.175t.787 3.875t-.787 3.887t-2.15 3.188t-3.175 2.15t-3.875.787t-3.888-.787M12 19.95q.65-.9 1.125-1.875T13.9 16h-3.8q.3 1.1.775 2.075T12 19.95m-2.6-.4q-.45-.825-.787-1.713T8.05 16H5.1q.725 1.25 1.813 2.175T9.4 19.55m5.2 0q1.4-.45 2.488-1.375T18.9 16h-2.95q-.225.95-.562 1.838T14.6 19.55M4.25 14h3.4q-.075-.5-.112-.987T7.5 12t.038-1.012T7.65 10h-3.4q-.125.5-.187.988T4 12t.063 1.013t.187.987m5.4 0h4.7q.075-.5.113-.987T14.5 12t-.038-1.012T14.35 10h-4.7q-.075.5-.112.988T9.5 12t.038 1.013t.112.987m6.7 0h3.4q.125-.5.188-.987T20 12t-.062-1.012T19.75 10h-3.4q.075.5.113.988T16.5 12t-.038 1.013t-.112.987m-.4-6h2.95q-.725-1.25-1.812-2.175T14.6 4.45q.45.825.788 1.713T15.95 8M10.1 8h3.8q-.3-1.1-.775-2.075T12 4.05q-.65.9-1.125 1.875T10.1 8m-5 0h2.95q.225-.95.563-1.838T9.4 4.45Q8 4.9 6.912 5.825T5.1 8\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":9},"\u003Cpath fill=\"currentColor\" d=\"M9.175 10.825Q8 9.65 8 8t1.175-2.825T12 4t2.825 1.175T16 8t-1.175 2.825T12 12t-2.825-1.175M4 20v-2.8q0-.85.438-1.562T5.6 14.55q1.55-.775 3.15-1.162T12 13t3.25.388t3.15 1.162q.725.375 1.163 1.088T20 17.2V20z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":11},"\u003Cpath fill=\"currentColor\" d=\"M7.8 2h8.4C19.4 2 22 4.6 22 7.8v8.4a5.8 5.8 0 0 1-5.8 5.8H7.8C4.6 22 2 19.4 2 16.2V7.8A5.8 5.8 0 0 1 7.8 2m-.2 2A3.6 3.6 0 0 0 4 7.6v8.8C4 18.39 5.61 20 7.6 20h8.8a3.6 3.6 0 0 0 3.6-3.6V7.6C20 5.61 18.39 4 16.4 4zm9.65 1.5a1.25 1.25 0 0 1 1.25 1.25A1.25 1.25 0 0 1 17.25 8A1.25 1.25 0 0 1 16 6.75a1.25 1.25 0 0 1 1.25-1.25M12 7a5 5 0 0 1 5 5a5 5 0 0 1-5 5a5 5 0 0 1-5-5a5 5 0 0 1 5-5m0 2a3 3 0 0 0-3 3a3 3 0 0 0 3 3a3 3 0 0 0 3-3a3 3 0 0 0-3-3\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":13},"\u003Cpath fill=\"currentColor\" d=\"m10 15l5.19-3L10 9zm11.56-7.83c.13.47.22 1.1.28 1.9c.07.8.1 1.49.1 2.09L22 12c0 2.19-.16 3.8-.44 4.83c-.25.9-.83 1.48-1.73 1.73c-.47.13-1.33.22-2.65.28c-1.3.07-2.49.1-3.59.1L12 19c-4.19 0-6.8-.16-7.83-.44c-.9-.25-1.48-.83-1.73-1.73c-.13-.47-.22-1.1-.28-1.9c-.07-.8-.1-1.49-.1-2.09L2 12c0-2.19.16-3.8.44-4.83c.25-.9.83-1.48 1.73-1.73c.47-.13 1.33-.22 2.65-.28c1.3-.07 2.49-.1 3.59-.1L12 5c4.19 0 6.8.16 7.83.44c.9.25 1.48.83 1.73 1.73\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":15},"\u003Cpath fill=\"currentColor\" d=\"M6.94 5a2 2 0 1 1-4-.002a2 2 0 0 1 4 .002M7 8.48H3V21h4zm6.32 0H9.34V21h3.94v-6.57c0-3.66 4.77-4 4.77 0V21H22v-7.93c0-6.17-7.06-5.94-8.72-2.91z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":17},"\u003Cpath fill=\"currentColor\" d=\"M10.488 14.651L15.25 21h7l-7.858-10.478L20.93 3h-2.65l-5.117 5.886L8.75 3h-7l7.51 10.015L2.32 21h2.65zM16.25 19L5.75 5h2l10.5 14z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":19},"\u003Cpath fill=\"currentColor\" d=\"M14 13.5h2.5l1-4H14v-2c0-1.03 0-2 2-2h1.5V2.14c-.326-.043-1.557-.14-2.857-.14C11.928 2 10 3.657 10 6.7v2.8H7v4h3V22h4z\"\u002F>",{"postType":21,"id":22,"author":23,"date":26,"modified":27,"title":28,"slug":29,"seoTitle":30,"seoDescription":31,"excerpt":32,"trimmedExcerpt":33,"content":34,"readingTime":35,"featuredImage":36,"postCategory":42,"relatedPosts":47},"post",54820,{"id":24,"name":25},"author-0301142015","Canto","2021-02-16T00:01:57","2026-05-12T15:49:25","Metadata analysis: A complete guide to understanding and using digital metadata","metadata-analysis","A complete guide to metadata analysis","Metadata analysis isn’t a complex subject, so why does everyone complicate it? Here’s a simple guide that helps you understand all there is to know.","What is metadata analysis? Metadata analysis is the systematic process of examining and interpreting the descriptive information embedded in or associated with digital files to extract meaningful insight. It applies across a broad range of use cases — from aggregating findings across multiple research studies to uncovering hidden properties within images, emails, and other digital […]","What is metadata analysis? Metadata analysis is the systematic process of examining and interpreting the descriptive information embedded in or...","\u003Ch2 class=\"wp-block-heading\" id=\"toc-1--what-is-metadata-analysis\">What is metadata analysis?\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">Metadata analysis is the systematic process of examining and interpreting the descriptive information embedded in or associated with digital files to extract meaningful insight. It applies across a broad range of use cases — from aggregating findings across multiple research studies to uncovering hidden properties within images, emails, and other digital assets. Organizations use metadata analysis to improve how content is discovered, audited, and governed at scale.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">\u003Cstrong>\u003Ca href=\"\u002Fglossary\u002Fmetadata-management\u002F\">Metadata management\u003C\u002Fa>\u003C\u002Fstrong> is the governance process that organizes and catalogs metadata to keep digital assets discoverable, trackable, and consistently labeled across your digital library.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-2--a-comprehensive-approach-to-metadata-analysis\">A comprehensive approach to metadata analysis\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">Depending on what types of information you’re analyzing, chances are the best bet for success is something that brings together different sources and unifies them. That’s why a comprehensive approach to metadata analysis is so effective. It takes the available data, including the research about that data, and sifts through it, to find what’s relevant.\u003C\u002Fp>\u003Cfigure class=\"wp-block-image aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185819\u002Fmetadata-analysis-3.jpg\" alt=\"A data representation of digital points.\" class=\"wp-image-54857\" srcset=\"\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185819\u002Fmetadata-analysis-3.jpg 800w, \u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185819\u002Fmetadata-analysis-3-450x253.jpg 450w, \u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185819\u002Fmetadata-analysis-3-768x432.jpg 768w\" \u002F>\u003C\u002Ffigure>\u003Cp class=\"wp-block-paragraph\">Here’s an example to demonstrate this effective approach. Let’s say there is a need to find out all there is to know about two particular objects: an email and an attachment on that email. Finding the metadata would be the first step. This would entail locating different parts of the email, and then downloading and reviewing the data from the attached file. After that, the information would need to be analyzed.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">A comprehensive approach ensures that the analysis is complete, meaning users discover and explore all available data, and also they use the most valid analysis (especially if there are multiple “reports”).\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-3--digital-metadata-analysis\">Digital metadata analysis\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">Chances are, many problematic or at least complex metadata research attempts will come in the form of some type of digital object, particularly computer files that contain large amounts of information. Why is this the case? Consider this example: Let’s say you have a physical, print photograph in a photo album. If someone urged you to research and analyze the metadata of that picture, you could look at both the picture, and likely the back of it and gather all that is needed. The back of the photo has metadata visible for everyone, with things such as the “who” and the “when”’ either written by hand on or stamped on automatically by the camera.\u003C\u002Fp>\u003Cfigure class=\"wp-block-image aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"696\" height=\"695\" src=\"\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-4.jpg\" alt=\"Rising data points.\" class=\"wp-image-54862\" srcset=\"\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-4.jpg 696w, \u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-4-450x450.jpg 450w, \u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-4-150x150.jpg 150w\" \u002F>\u003C\u002Ffigure>\u003Cp class=\"wp-block-paragraph\">Compare this to a digital image, and you see that analyzing the metadata for a computer file has the potential for immense complexities. It’s not just that the metadata is more difficult to find.Interpreting this data also requires a more unique skill set that extends further than reading a few bits of information.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">It’s no surprise, then, that metadata analysis often requires specific approaches depending on the types of information being analyzed. Entire fields, such as computer forensics, are dedicated entirely to understanding the information on digital files.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-4--tools-needed-for-successful-metadata-analysis\">Tools needed for successful metadata analysis\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">Because metadata analysis has such a wide ranging meaning from one application to the next, it becomes nearly impossible for a program to present itself as a metadata analysis tool. However, that doesn’t mean there aren’t programs and tools that can help in your own analysis of metadata.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">The first type of tool you’ll want to check out are ones that help you read the metadata you’re after. Again, this will change depending on the situation, but \u003Ca href=\"\u002Fblog\u002Fmetadata-editor\u002F\">metadata editors\u003C\u002Fa> often come with helpful processes that allow users to view embedded metadata.\u003C\u002Fp>\u003Cfigure class=\"wp-block-image aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-5.jpg\" alt=\"A computer with different code and numbers on the screen.\" class=\"wp-image-54866\" srcset=\"\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-5.jpg 800w, \u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-5-450x300.jpg 450w, \u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185818\u002Fmetadata-analysis-5-768x512.jpg 768w\" \u002F>\u003C\u002Ffigure>\u003Cp class=\"wp-block-paragraph\">Another popular technology which paves the way for superior analysis is \u003Ca href=\"\u002Fglossary\u002Fmetadata-management\u002F\">metadata management\u003C\u002Fa>, which is technically designed to update and control metadata. This is important, because accurate data is a prerequisite for better analysis.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">Whichever tools you end up selecting, make sure they’re a good fit for the type of research and analysis you require.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-5--final-thoughts\">Final thoughts\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">Metadata is much too complex of a topic to address with a single fix or singular process. Instead, think of your analysis of the information through the scope of individual and specific needs. The results will be rewarding.\u003C\u002Fp>",3,{"url":37,"url_md":38,"alt":39,"height":40,"width":41},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185819\u002Fmetadata-analysis-1.jpg","https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2021\u002F02\u002F19185819\u002Fmetadata-analysis-1-450x263.jpg","A group of conflicting data models.",700,1200,[43],{"id":44,"slug":44,"title":45,"path":46},"marketing-technology","Marketing technology","\u002Fpost-category\u002Fmarketing-technology\u002F",[48,55,62],{"featuredImage":49,"postId":50,"slug":51,"title":52,"description":53,"path":54},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2025\u002F08\u002F28130920\u002Fsafeguard-billable-hours-feature-450x236.jpg",71044,"protect-billable-agency-hours-with-dam","Protect billable hours and drive agency profitability with DAM","Centralize assets, cut tedious tasks, and protect billable hours with a DAM platform that helps agencies save time, reduce rework, and increase profit.","\u002Fblog\u002Fprotect-billable-agency-hours-with-dam\u002F",{"featuredImage":56,"postId":57,"slug":58,"title":59,"description":60,"path":61},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2023\u002F05\u002F19184120\u002FMDC-feature.20230522135803750-450x263.jpg",63611,"media-delivery-cloud-examples","Digital media delivery platforms: How leading brands use Canto Media Publisher to scale visual content","See how Canto’s Media Publisher powers these customers’ e-commerce platforms and websites, enabling them to work smarter and increase revenue. ","\u002Fblog\u002Fmedia-delivery-cloud-examples\u002F",{"featuredImage":63,"postId":64,"slug":65,"title":66,"description":67,"path":68},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F01\u002F19195716\u002Fdocx-document-file-6-450x450.jpg",21508,"docx-document-file","DOCX file: What it is, how to open it, and when to use a different format","A DOCX document file is an essential part of modern technology. It remains widely popular so learn everything you can about it.","\u002Fblog\u002Fdocx-document-file\u002F",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":70},"\u003Cpath fill=\"currentColor\" d=\"M9.175 10.825Q8 9.65 8 8t1.175-2.825T12 4t2.825 1.175T16 8t-1.175 2.825T12 12t-2.825-1.175M4 20v-2.8q0-.85.438-1.562T5.6 14.55q1.55-.775 3.15-1.162T12 13t3.25.388t3.15 1.162q.725.375 1.163 1.088T20 17.2V20zm2-2h12v-.8q0-.275-.137-.5t-.363-.35q-1.35-.675-2.725-1.012T12 15t-2.775.338T6.5 16.35q-.225.125-.363.35T6 17.2zm7.413-8.587Q14 8.825 14 8t-.587-1.412T12 6t-1.412.588T10 8t.588 1.413T12 10t1.413-.587M12 18\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":72},"\u003Cpath fill=\"currentColor\" d=\"M12 14q-.425 0-.712-.288T11 13t.288-.712T12 12t.713.288T13 13t-.288.713T12 14m-4.712-.288Q7 13.426 7 13t.288-.712T8 12t.713.288T9 13t-.288.713T8 14t-.712-.288M16 14q-.425 0-.712-.288T15 13t.288-.712T16 12t.713.288T17 13t-.288.713T16 14m-4 4q-.425 0-.712-.288T11 17t.288-.712T12 16t.713.288T13 17t-.288.713T12 18m-4.712-.288Q7 17.426 7 17t.288-.712T8 16t.713.288T9 17t-.288.713T8 18t-.712-.288M16 18q-.425 0-.712-.288T15 17t.288-.712T16 16t.713.288T17 17t-.288.713T16 18M5 22q-.825 0-1.412-.587T3 20V6q0-.825.588-1.412T5 4h1V2h2v2h8V2h2v2h1q.825 0 1.413.588T21 6v14q0 .825-.587 1.413T19 22zm0-2h14V10H5z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":74},"\u003Cpath fill=\"currentColor\" d=\"M12 20a8 8 0 0 0 8-8a8 8 0 0 0-8-8a8 8 0 0 0-8 8a8 8 0 0 0 8 8m0-18a10 10 0 0 1 10 10a10 10 0 0 1-10 10C6.47 22 2 17.5 2 12A10 10 0 0 1 12 2m.5 5v5.25l4.5 2.67l-.75 1.23L11 13V7z\"\u002F>",1789966910289]