{"id":6443,"date":"2024-03-10T17:03:44","date_gmt":"2024-03-10T17:03:44","guid":{"rendered":"https:\/\/www.danielparente.net\/en\/?p=6443"},"modified":"2024-03-10T17:05:11","modified_gmt":"2024-03-10T17:05:11","slug":"why-data-stewardship-matters","status":"publish","type":"post","link":"https:\/\/www.danielparente.net\/en\/2024\/03\/10\/why-data-stewardship-matters\/","title":{"rendered":"Why Data Stewardship Matters \ud83d\udc4d"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Data stewardship is an increasingly critical component of organizational strategy, shaping the way companies manage, safeguard, and leverage their most valuable asset: information. As technology continues to advance at a staggering pace, the sheer volume and complexity of data being generated pose significant opportunities as well as challenges. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This calls for a dedicated approach toward ensuring the quality, integrity, and security of data across its entire lifecycle. In this article, we&#8217;ll explore the multifaceted importance of data stewardship and why it is imperative for organizations to prioritize it. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By implementing robust data stewardship practices, organizations can enhance decision-making, drive innovation, and maintain the trust of stakeholders, all while staying compliant with the evolving regulatory landscape. Let&#8217;s delve into the world of data stewardship to understand its pivotal role in today&#8217;s data-driven era.<\/p>\n\n\n\n\n\n<h2 class=\"wp-block-heading\">Takeaway<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data stewardship ensures high-quality data that organizations can trust for smart decisions and growth. It protects data and helps companies follow rules\/laws.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">H1: The Rise of the Data Age \ud83d\udcc8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We live in the Data Age. Companies collect massive amounts of data daily from:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Customer interactions<\/li>\n\n\n\n<li>Business operations<\/li>\n\n\n\n<li>External sources<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This data is very valuable. It reveals insights that can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Drive innovation<\/li>\n\n\n\n<li>Optimize processes<\/li>\n\n\n\n<li>Give a competitive edge<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">But there&#8217;s a catch. Just having data is not enough. Companies must properly manage and govern their data to truly benefit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That&#8217;s where <strong>data stewardship<\/strong> comes in. It ensures organizations can safely extract maximum value from their data assets.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&w=2560\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all\" alt=\"Data Stewardship\" class=\"wp-image-6445\" srcset=\"https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all 1024w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-300x200.jpeg?strip=all 300w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-768x512.jpeg?strip=all 768w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-1536x1024.jpeg?strip=all 1536w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=102 102w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=204 204w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=409 409w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=512 512w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=614 614w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=716 716w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=819 819w, https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/pexels-photo-265087-scaled.jpeg?strip=all&amp;w=921 921w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">Data Stewardship- Photo by Pixabay on <a href=\"https:\/\/www.pexels.com\/photo\/gray-and-black-laptop-computer-265087\/\" rel=\"nofollow noopener\" target=\"_blank\">Pexels.com<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">H2: What is Data Stewardship?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data stewardship refers to the oversight and management of an organization&#8217;s data. The goal is to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maintain data quality<\/li>\n\n\n\n<li>Enable data access<\/li>\n\n\n\n<li>Ensure data security<\/li>\n\n\n\n<li>Enforce data policies<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Data stewards are the guardians of a company&#8217;s data. Their role bridges the gap between IT and business operations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Without stewardship, data can become a liability instead of an asset. Poor data leads to flawed analysis, bad decisions, compliance issues, and risks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">H3: Why Does it Matter?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Here are 9 key reasons data stewardship is crucial for success:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Ensures Data Quality<\/strong><\/li>\n\n\n\n<li><strong>Enables Usability<\/strong><\/li>\n\n\n\n<li><strong>Protects Security\/Privacy<\/strong><\/li>\n\n\n\n<li><strong>Supports Governance<\/strong><\/li>\n\n\n\n<li><strong>Fosters Data Literacy<\/strong><\/li>\n\n\n\n<li><strong>Unlocks Monetization<\/strong><\/li>\n\n\n\n<li><strong>Enables Integration<\/strong><\/li>\n\n\n\n<li><strong>Promotes Agility<\/strong><\/li>\n\n\n\n<li><strong>Allows Data-Driven Choices<\/strong><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Let&#8217;s explore each reason in more depth. \ud83d\ude0e<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"1290\" height=\"726\" src=\"https:\/\/www.youtube.com\/embed\/g0X1tGbmlkk?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent&#038;listType=playlist&#038;list=PLVkBw2ace9acbOACSXFronRYWnA9ymI-S\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><figcaption class=\"wp-element-caption\">What is Why Data Stewardship? &#8212; Source: <a href=\"https:\/\/www.youtube.com\/watch?v=g0X1tGbmlkk&amp;list=PLVkBw2ace9acbOACSXFronRYWnA9ymI-S\" target=\"_blank\" rel=\"noopener\">youtube<\/a><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. Ensures Data Quality and Integrity<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Data stewards define and enforce data quality rules to ensure data is:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accurate<\/li>\n\n\n\n<li>Complete<\/li>\n\n\n\n<li>Consistent<\/li>\n\n\n\n<li>Up-to-date<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">They identify and fix issues like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Duplicates<\/li>\n\n\n\n<li>Errors<\/li>\n\n\n\n<li>Inconsistencies<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Poor data quality causes major problems:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Flawed analyses<\/li>\n\n\n\n<li>Poor decisions<\/li>\n\n\n\n<li>Compliance violations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">High data integrity allows companies to rely on data for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Critical operations<\/li>\n\n\n\n<li>Analytics<\/li>\n\n\n\n<li>Strategic planning<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Use Case:<\/strong> A retailer had data quality issues with inventory records across stores. This led to out-of-stocks and excess supply. Implementing data stewardship cleaned up the data, enabling better forecasting and inventory optimization.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Facilitates Data Accessibility and Usability<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Stewards make data easy to find and understand. They establish:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Naming conventions<\/li>\n\n\n\n<li>Metadata standards<\/li>\n\n\n\n<li>Data dictionaries<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">They coordinate secure data access protocols. This balances:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enabling authorized use<\/li>\n\n\n\n<li>Restricting sensitive info<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Clear, accessible data empowers employees to leverage it for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Decision-making<\/li>\n\n\n\n<li>Analysis<\/li>\n\n\n\n<li>Driving efficiency<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Example:<\/strong> A manufacturing firm struggled with data silos and inconsistent data definitions. Users didn&#8217;t trust the data. Data stewards documented data assets and created a central data catalog, making trusted data available company-wide.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Protects Data Security and Privacy<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Data breaches can devastate a brand&#8217;s reputation and finances. Stewards implement and enforce:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data security policies<\/li>\n\n\n\n<li>Access controls<\/li>\n\n\n\n<li>Privacy measures<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">They work with security teams to identify\/mitigate risks like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data theft<\/li>\n\n\n\n<li>Unauthorized access<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Stewards ensure compliance with data protection laws:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GDPR<\/li>\n\n\n\n<li>HIPAA<\/li>\n\n\n\n<li>Industry standards<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This shields the organization from penalties and legal issues.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Case Story:<\/strong> A healthcare provider had a data breach exposing patient records. They lacked stewardship and data governance. After the incident, they appointed data stewards to enforce strict data handling protocols and mitigate future risks.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Pros<\/th><th>Cons<\/th><\/tr><\/thead><tbody><tr><td>Prevents data breaches<\/td><td>Requires oversight resources<\/td><\/tr><tr><td>Protects privacy<\/td><td>May limit some data access<\/td><\/tr><tr><td>Ensures compliance<\/td><td>Policies can be complex<\/td><\/tr><tr><td>Mitigates legal\/financial risks<\/td><td>&#8211;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">4. Enables Data Governance and Compliance<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Data governance is the framework that manages data effectively. It includes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Policies<\/li>\n\n\n\n<li>Standards<\/li>\n\n\n\n<li>Procedures<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data stewards implement and enforce these governance policies.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They work across teams to align practices with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Organizational goals<\/li>\n\n\n\n<li>Regulatory requirements (HIPAA, GDPR, etc.)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Proper governance promotes compliance and avoids penalties. It also builds trust with customers and partners.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Advice:<\/strong> Involve stewards early when establishing your data governance program. Their expertise is vital.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. Fosters Data Literacy and Collaboration<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Stewards are data evangelists! \ud83d\ude07 They:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Provide data training<\/li>\n\n\n\n<li>Promote data literacy<\/li>\n\n\n\n<li>Help staff use data properly<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Stewards break down data silos between departments. They encourage knowledge sharing and consistent data usage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This collaborative approach drives a data-driven mindset. It empowers staff to leverage data for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Growth<\/li>\n\n\n\n<li>Innovation<\/li>\n\n\n\n<li>Optimization<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Use Case:<\/strong> A consulting firm wanted to be more data-driven. Stewards trained employees on data concepts and tools. They also facilitated cross-team data projects, promoting an insights culture.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. Supports Data Monetization and Value Extraction<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">With good data stewardship, companies can capitalize on their data assets through:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data-driven products\/services<\/li>\n\n\n\n<li>Advanced analytics<\/li>\n\n\n\n<li>AI\/Machine learning<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Stewards enable confident data usage by ensuring:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quality<\/li>\n\n\n\n<li>Accessibility<\/li>\n\n\n\n<li>Security<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">They identify opportunities to extract more data value and revenue.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Example:<\/strong> An e-commerce companysWith clean, well-governed data, they launched a new data analytics service leveraging their rich customer datasets.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7. Facilitates Data Integration and Interoperability<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Modern companies juggle data from many systems and sources. This complicates integration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Stewards define standards, formats, and conventions for seamless data sharing. They collaborate with IT on solutions to integrate data flows across systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The result? A unified view of all data assets to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Generate cross-domain insights<\/li>\n\n\n\n<li>Optimize processes end-to-end<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Case Story:<\/strong> A logistics provider struggled with data integration after multiple acquisitions. Stewards mapped out all data sources and created common integration rules\/models. This enabled a comprehensive logistics optimization platform.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8. Supports Organizational Agility and Adaptability<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Business landscapes change rapidly with new tech, regulations, and market conditions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data stewardship promotes agility! Stewards can quickly adapt:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data practices<\/li>\n\n\n\n<li>Policies<\/li>\n\n\n\n<li>Standards<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">They facilitate integrating new data sources and systems smoothly. This agility empowers quick responses to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Emerging opportunities<\/li>\n\n\n\n<li>Disruptions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Properly managed data becomes an asset forChangeNotpreventer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9. Enables Data-Driven Decision-Making<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The ultimate goal? Using high-quality data to make smart, informed choices! \ud83e\udde0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With data stewardship ensuring:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quality<\/li>\n\n\n\n<li>Access<\/li>\n\n\n\n<li>Security<\/li>\n\n\n\n<li>Compliance<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Leaders can confidently leverage data insights to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Identify opportunities<\/li>\n\n\n\n<li>Make strategic decisions<\/li>\n\n\n\n<li>Optimize operations<\/li>\n\n\n\n<li>Drive innovation and growth<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Data-driven decision-making reduces risk and boosts competitiveness.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Advice:<\/strong> Showcase data stewardship&#8217;s impact by quantifying its benefits. How much more revenue? What cost savings? Tie it to tangible business value.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Path Forward<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data is only becoming more critical. Its volume and variety will keep growing. Therefore, <strong>data stewardship is a strategic imperative for thriving in our data-driven future.<\/strong> \ud83d\udd11<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To properly implement it:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Build a Robust Program<\/strong>\n<ul class=\"wp-block-list\">\n<li>Invest in dedicated data stewards<\/li>\n\n\n\n<li>Empower them to collaborate across teams<\/li>\n\n\n\n<li>Enforce policies and drive improvements<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Use Modern DataOps Tools<\/strong>\n<ul class=\"wp-block-list\">\n<li>Automate processes like quality monitoring<\/li>\n\n\n\n<li>Leverage AI\/ML for enhanced stewardship<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Get Leadership Buy-In<\/strong>\n<ul class=\"wp-block-list\">\n<li>Position stewardship as essential for unlocking data value<\/li>\n\n\n\n<li>Showcase business benefits and ROI<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">With this comprehensive data stewardship approach, organizations can safely tap into their data&#8217;s vast potential!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In our data-driven era, proper data management has become non-negotiable. Massive data volumes come with major opportunities but also significant risks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data stewardship mitigates those risks while maximizing data&#8217;s value. It&#8217;s the critical function that:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 Ensures trusted, high-quality data \u2705 Protects data assets \u2705 Enables smart data usage \u2705 Promotes compliance \u2705 Drives innovation<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The benefits are clear &#8211; better decisions, optimized operations, new revenues, and a competitive edge.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As data grows, so will stewardship&#8217;s importance. Start prioritizing it now as a core data strategy. With good data stewards in place, your organization can fully capitalize on the vast opportunities of our Data Age! \ud83d\udc4f<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Data stewardship is an increasingly critical component of organizational strategy, shaping the way companies manage, safeguard, and leverage their most valuable asset: information. As technology continues to advance at a staggering pace, the sheer volume and complexity of data being generated pose significant opportunities as well as challenges. This calls for a dedicated approach toward [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6444,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_post_was_ever_published":false},"categories":[3633,3635],"tags":[],"class_list":["post-6443","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-management","category-data-analysis"],"blocksy_meta":[],"jetpack_featured_media_url":"https:\/\/e928cfdc7rs.exactdn.com\/info\/uploads\/sites\/3\/2024\/03\/EN-DANIEL-PARENTE-Why-Data-Stewardship-Matters-scaled.jpg?strip=all","jetpack_shortlink":"https:\/\/wp.me\/p2TFCd-1FV","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts\/6443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/comments?post=6443"}],"version-history":[{"count":1,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts\/6443\/revisions"}],"predecessor-version":[{"id":6446,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/posts\/6443\/revisions\/6446"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/media\/6444"}],"wp:attachment":[{"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/media?parent=6443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/categories?post=6443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.danielparente.net\/en\/wp-json\/wp\/v2\/tags?post=6443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}