[{"data":1,"prerenderedAt":74},["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-data-lineage-tools":20,"i-material-symbols:person-outline":68,"i-material-symbols:calendar-month":70,"i-mdi:schedule":72},{"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":28,"seoDescription":30,"excerpt":31,"trimmedExcerpt":32,"content":33,"readingTime":34,"featuredImage":35,"postCategory":41,"relatedPosts":46},"post",18564,{"id":24,"name":25},"author-0301142015","Canto","2021-05-08T00:02:45","2025-12-19T14:04:44","Data lineage: 3 tools to empower your business","data-lineage-tools","Choose a data lineage tool that gives your team with full data access, boosts productivity and keeps teams fully accountable. Learn more here.","Data lineage tools play a central role in establishing data pipelines, giving organizations the ability to improve the functionality of their systems. The importance of data manipulation cannot be underestimated. Data lineage tools track and organize data as it transforms at each interaction, and in every repository space. In a business world bulging with big […]","Data lineage tools play a central role in establishing data pipelines, giving organizations the ability to improve the functionality of...","\u003Cp class=\"wp-block-paragraph\">\u003Cstrong>Data lineage tools\u003C\u002Fstrong> play a central role in \u003Cem>establishing data pipelines\u003C\u002Fem>, giving organizations the ability to \u003Cem>improve the functionality\u003C\u002Fem> of their systems. The importance of data manipulation cannot be underestimated. Data lineage tools track and organize data as it transforms at each interaction, and in every repository space.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">In a business world bulging with big data, ensuring data is structured, monitored and tracked has huge implications for efficiency.\u003C\u002Fp>\u003Ccto-card blue=\"true\" shadow=\"false\">\u003Ch2 class=\"wp-block-heading\" id=\"toc-1--what-is-data-lineage\">What is data lineage?\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">\u003Ca href=\"\u002Fblog\u002Fdata-lineage\u002F\">Data lineage\u003C\u002Fa> offers a dataset’s complete history and eventual life journey. Tracking how data progresses as it interacts with other sets creates a lifecycle of information. The best way to learn about a piece of information’s lifecycle is to fully understand how to read and understand a data lineage.\u003C\u002Fp>\u003C\u002Fcto-card>\u003Cp class=\"wp-block-paragraph\">Data lineage follows datasets from the beginning of a journey and tracks the developments of data. Good lineage maps every dataset interaction, giving organizations the ability to visualize data movements end-to-end. The correct data lineage tool analyzes changes at each interaction.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">With that in mind, let’s look at some of the ways to better manage data lineage. Here are three of the best lineage tools.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-2--1-octopai\">1. Octopai\u003C\u002Fh2>\u003Cfigure class=\"wp-block-image aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"329\" src=\"\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185356\u002Fdata-lineage-tools-23.png\" alt=\"Octopai's interface.\" class=\"wp-image-57376\" srcset=\"\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185356\u002Fdata-lineage-tools-23.png 600w, \u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185356\u002Fdata-lineage-tools-23-450x247.png 450w\" \u002F>\u003C\u002Ffigure>\u003Cp class=\"wp-block-paragraph\">\u003Ca href=\"https:\u002F\u002Fwww.octopai.com\u002F\" target=\"_blank\" rel=\"noopener\">Octopai\u003C\u002Fa> automates the tracking and monitoring of data lineage. It helps remove manual data mapping and boosts visibility. Octopai is a cloud-based, non-disruptive lineage tool for your entire organization.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">It cuts down on team-training and heavy installations, because it’s a tool that enables better monitoring of regulatory data. Octopai is optimal software for those looking for a simple-to-use lineage system that centralizes data for you.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">\u003Cstrong>Octopai offers:\u003C\u002Fstrong>\u003C\u002Fp>\u003Cul class=\"wp-block-list\">\u003Cli>Unrivaled accuracy from competitors\u003C\u002Fli>\u003Cli>Effortless compliance with data regulations\u003C\u002Fli>\u003Cli>The elimination of manual maps in favor of automation\u003C\u002Fli>\u003C\u002Ful>\u003Cp class=\"wp-block-paragraph\">Octopai pushes automation even further with its specialized metadata analysis. Metadata provides information about other datasets and records movements. Octopai removes the need for cross-department data searching – through automation and discovery.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-3--2-asg\">2. ASG\u003C\u002Fh2>\u003Cfigure class=\"wp-block-image aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"598\" height=\"400\" src=\"\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185356\u002Fdata-lineage-tools-22.png\" alt=\"The ASG system.\" class=\"wp-image-57374\" srcset=\"\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185356\u002Fdata-lineage-tools-22.png 598w, \u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185356\u002Fdata-lineage-tools-22-450x301.png 450w\" \u002F>\u003C\u002Ffigure>\u003Cp class=\"wp-block-paragraph\">Regardless of your business sector, data accuracy and compliance is crucial for operations. \u003Ca href=\"https:\u002F\u002Fwww.asg.com\u002F\" target=\"_blank\" rel=\"noopener\">ASG\u003C\u002Fa> tackles the need for data lineage control head-on with excellent inventory tools and rounded data governance. Although ASG wasn’t created as a data tool, it makes the list due to its precision at handling complex data while providing superior metadata management.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">\u003Cstrong>ASG offers:\u003C\u002Fstrong>\u003C\u002Fp>\u003Cul class=\"wp-block-list\">\u003Cli>Automated inventory for full compliance and agile processes\u003C\u002Fli>\u003Cli>Metadata management tools with extensive customization options\u003C\u002Fli>\u003Cli>ETL data integrations to establish a single data warehouse\u003C\u002Fli>\u003C\u002Ful>\u003Cp class=\"wp-block-paragraph\">ASG delivers precise data representation that complies with data regulation and deepens governance. ETL integrations extract, transform and load data from multiple sources. ETL also consolidates information to strengthen data lineage. ASG has the ability to impart complex data knowledge in a simplified manner across a team or department.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-4--3-trifacta\">3. Trifacta\u003C\u002Fh2>\u003Cfigure class=\"wp-block-image aligncenter\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"355\" src=\"\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185355\u002Fdata-lineage-tools-24.png\" alt=\"Trifacta's interface.\" class=\"wp-image-57378\" srcset=\"\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185355\u002Fdata-lineage-tools-24.png 600w, \u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185355\u002Fdata-lineage-tools-24-450x266.png 450w\" \u002F>\u003C\u002Ffigure>\u003Cp class=\"wp-block-paragraph\">\u003Ca href=\"https:\u002F\u002Fwww.trifacta.com\u002F\" target=\"_blank\" rel=\"noopener\">Trifacta’s\u003C\u002Fa> list of clients is a testament to the diverse capabilities of the data lineage software it provides. This software system promises to deliver well-structured data for the task at hand. Trifacta is a versatile data system capable of manipulating a wide-range of variously sized data.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">\u003Cstrong>Trifacta offers:\u003C\u002Fstrong>\u003C\u002Fp>\u003Cul class=\"wp-block-list\">\u003Cli>Self-service data preparation to accelerate report and analytics\u003C\u002Fli>\u003Cli>Interactive and visual representations of datasets\u003C\u002Fli>\u003Cli>Advanced data protection and predictive data transformation\u003C\u002Fli>\u003C\u002Ful>\u003Cp class=\"wp-block-paragraph\">Trifecta turns raw data into prepared outputs that are easily analyzed. Machine learning removes bottlenecks of information, allowing you to untangle data and utilize key information within your organization. Good data lineage relates to an organization’s ability to identify datasets and Trifacta does this well.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-5--closing-thoughts\">Closing thoughts\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">The correct data lineage tool is critical to an organization’s success. Assess and understand the distinctions between these tools and decide which system will best optimize your organization’s data lineage.\u003C\u002Fp>",3,{"url":36,"url_md":37,"alt":38,"height":39,"width":40},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185357\u002Fdata-lineage-tools-21.jpg","https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2020\u002F11\u002F19185357\u002Fdata-lineage-tools-21-450x263.jpg","A computer with data on it.",700,1200,[42],{"id":43,"slug":43,"title":44,"path":45},"marketing-technology","Marketing technology","\u002Fpost-category\u002Fmarketing-technology\u002F",[47,54,61],{"featuredImage":48,"postId":49,"slug":50,"title":51,"description":52,"path":53},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2020\u002F03\u002F19192355\u002Fgoogle-drive-vs-dropbox-25-450x270.jpg",32559,"google-drive-vs-dropbox","Google Drive vs. Dropbox – A comprehensive comparison","Chances are you've heard of Google Drive and Dropbox – they're widely-used systems. However, do you know which one is the superior option? We compare them.","\u002Fblog\u002Fgoogle-drive-vs-dropbox\u002F",{"featuredImage":55,"postId":56,"slug":57,"title":58,"description":59,"path":60},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F09\u002F19193812\u002Ffile-backup-software-450x300.jpg",34018,"file-backup-software","What is file backup software?","Backing up your digital files is extremely important and protects against unthinkable disasters. Here's a guide to help you determine what you need.","\u002Fblog\u002Ffile-backup-software\u002F",{"featuredImage":62,"postId":63,"slug":64,"title":65,"description":66,"path":67},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F11\u002F19193216\u002Fdigital-teams-450x281.jpg",37167,"digital-teams","Digital teams – What you really need to succeed","Digital teams are essential to companies looking to compete in highly technological fields. Learn how to build your teams as well as how they function.","\u002Fblog\u002Fdigital-teams\u002F",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":69},"\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":71},"\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":73},"\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>",1789479966401]