{"id":11120,"date":"2026-05-12T03:40:33","date_gmt":"2026-05-12T07:40:33","guid":{"rendered":"http:\/\/data-mania.com\/blog\/?p=11120"},"modified":"2026-05-12T03:40:33","modified_gmt":"2026-05-12T07:40:33","slug":"tech-for-good-helping-developing-countries-through-innovation","status":"publish","type":"post","link":"https:\/\/www.data-mania.com\/blog\/tech-for-good-helping-developing-countries-through-innovation\/","title":{"rendered":"Tech for Good: Helping Developing Countries Through Innovation"},"content":{"rendered":"<p><img decoding=\"async\" class=\"aligncenter wp-image-11131 lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation.png\" alt=\"tech for good to bring innovation to developing countries\" width=\"711\" height=\"400\" data-pin-nopin=\"true\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation.png 2240w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-300x169.png 300w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-1024x576.png 1024w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-768x432.png 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-90x51.png 90w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-1536x864.png 1536w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-2048x1152.png 2048w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-600x338.png 600w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/Tech-for-Good-helping-developing-countries-through-innovation-1154x649.png 1154w\" data-sizes=\"auto, (max-width: 711px) 100vw, 711px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 711px; --smush-placeholder-aspect-ratio: 711\/400;\" \/><\/p>\n<p><span style=\"font-weight: 400;\">When we as data professionals engage with developing populations and help them access better technologies, we also benefit by gaining exposure to new strategies of application and implementation, develop problem-solving skills, generate positive press or media for our organizations, and learn from radically different perspectives and life experiences. In this blog post, you\u2019re going to get a slew of best practices that you can use to guide you in developing a tech for good initiative.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Why Your Social Initiative Needs a Smart Design<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">We all know that technology advances create seismic changes, not only within communities but for countries and entire international ecosystems. However, these advances stem from resources and hubs of innovation that naturally cluster within countries of influence and wealth.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Oftentimes, those places considered \u201cdeveloping countries\u201d don\u2019t benefit from new technologies for years or even decades after they are available in more affluent places. Because of this, <\/span><b>a huge opportunity exists for technological leaders and entrepreneurs to help upskill developing countries through innovative technology advances.<\/b><\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">It\u2019s probable that you\u2019ll create unwanted adverse effects if your technological initiative is implemented poorly, whereas technological initiatives that are well designed and delivered enable developing countries to advance in critical areas of importance.<\/span><\/i><\/p>\n<\/blockquote>\n<p><span style=\"font-weight: 400;\">When done well, using tech for good can be a hugely important way of developing a country\u2019s economic landscape as a whole as well as creating social good. Poor implementation of technological initiative may probably create unwanted adverse effects. However, well-designed and delivered technological initiatives enable developing countries to advance in critical areas of importance.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Social Impact and Developing Countries: A Snapshot<\/span><\/h2>\n<p><a href=\"https:\/\/www.goodfinance.org.uk\/latest\/post\/social-impact-what-it-how-do-i-measure-it\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Social impact<\/span><\/a><span style=\"font-weight: 400;\"> refers loosely to something\u2019s effects on people, society, and communities, and specifically the pursuit of creating positive changes for those groups. Tech for good has become a forefront issue of interest in recent years. Many organizations, corporations, and countries that have influence and agency are pursuing (or pressured to pursue) methods of creating social impact for countries and populations that do not have the same access to resources. Doing this via technological means is a significant way of distributing agency and ability.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What exactly is a developing country? <\/span><a href=\"https:\/\/worldpopulationreview.com\/country-rankings\/developing-countries\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">World Population Review defines<\/span><\/a><span style=\"font-weight: 400;\"> a \u201cdeveloping country\u201d as one that fits a set of multiple criteria developed by the United Nations. This assessment is referred to as the Human Development Index (HDI). The HDI looks at metrics such as the country\u2019s economic growth, average life expectancy, population health, the state of education, and quality of life scores to develop a composite rating.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, HDI is just one instrument to gauge a country\u2019s development status. Another metric commonly employed is to calculate a country&#8217;s nominal gross national income (GNI) per capita. We use that figure sometimes as a quick alternative assessment to estimate a country\u2019s level of development relative to others.<\/span><\/p>\n<p><a href=\"https:\/\/www.data-mania.com\/lptrck-wby-DCC-v1\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" data-pin-nopin=\"nopin\" class=\"aligncenter wp-image-10627 size-full lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/workshop-start-a-data-business.png\" alt=\"monetizing data expertise\" width=\"810\" height=\"275\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/workshop-start-a-data-business.png 810w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/workshop-start-a-data-business-300x102.png 300w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/workshop-start-a-data-business-768x261.png 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/workshop-start-a-data-business-90x31.png 90w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/02\/workshop-start-a-data-business-600x204.png 600w\" data-sizes=\"auto, (max-width: 810px) 100vw, 810px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 810px; --smush-placeholder-aspect-ratio: 810\/275;\" \/><\/a><\/p>\n<h2><span style=\"font-weight: 400;\">Ways Tech Can Be Deployed to Alleviate Common Problems in the Developing World<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">You can apply technology to just about any aspect of human existence. Because of this, using tech in specific ways to enact social impact is just about as broad. However, there are a few main focus areas that exist within the majority of tech-driven social impact projects.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">EdTech Tech for Good<\/span><\/h3>\n<p><b>Education<\/b><span style=\"font-weight: 400;\"> is one large area where technology can be applied to make a widespread difference for developing countries. This could take the form of strengthening internet connection, infrastructure, and capabilities for school facilities. It might look like supplying teachers, school systems, or institutions with computing hardware or goods. Developing and producing technologies or devices that are adapted to particular needs or specific environmental elements can be another way technological innovation can strengthen education in developing areas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Increasing capacity for collecting <\/span><b>insights and conducting data-driven decision making<\/b><span style=\"font-weight: 400;\"> is another way technology can help developing countries. Equipping developing countries with <\/span><a href=\"https:\/\/onlinemasters.ohio.edu\/blog\/data-science-for-social-good\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">more robust data capabilities<\/span><\/a><span style=\"font-weight: 400;\"> and better intelligence training and frameworks can allow them to apply their resources more effectively, and improve the caliber of the strategic decisions their leaders make in directing the country. These tools can also be a helpful resource for its private sector.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Healthcare Tech for Good<img decoding=\"async\" class=\"alignright wp-image-11486 lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-683x1024.png\" alt=\"tech for good\" width=\"300\" height=\"450\" data-pin-title=\"Tech for Good: Helping Developing Countries Through Innovation\" data-pin-description=\"Ready to bring #techforgood initiatives to a developing country?! \ud83d\ude01 A few points to consider would be \ud83d\udc49 \u2757 unforeseen effects \u2757 unintended consequences \u2757 local societal norms\u2026 Want to know more?? Read our blog post NOW. | http:\/\/data-mania.com\/blog\/tech-for-good-helping-developing-countries-through-innovation\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-683x1024.png 683w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-200x300.png 200w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-768x1152.png 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-60x90.png 60w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-533x800.png 533w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good-433x649.png 433w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2022\/07\/tech-for-good.png 1000w\" data-sizes=\"auto, (max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/450;\" \/><\/span><\/h3>\n<p><b>Medicine, health, and disease prevention<\/b><span style=\"font-weight: 400;\"> is another area where technology advances can create huge advantages for developing countries. Drugs, medical procedures and instruments, better training and public health awareness, and more can create fundamental changes for entire communities and people groups. As an example, treatments for diseases or medical conditions that historically ravaged populations have saved countless lives, impacted economies, and changed realities for huge numbers and even entire generations of people.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Technology\u2019s impact on <\/span><b>industry<\/b><span style=\"font-weight: 400;\"> can also be far-reaching and create significant advancements for developing countries. Introducing new agricultural techniques and equipment, advanced machinery for various business types, better computing devices and software systems for managing businesses, and more can all help developing countries increase their production and efficiency and build their economies.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Transportation Tech for Good<\/span><\/h3>\n<p><b>Transportation<\/b><span style=\"font-weight: 400;\"> is another area in which technology can create a lasting impact. Better alloys, building materials, manufacturing methods, design strategies, and know-how can contribute to better infrastructure. Improving public transportation methods and functionality can increase efficiency and make commuting and travel more available for more people. Green energy sources, more efficient vehicles and machinery, and other advances can help developing countries lessen pollution. They also reduce their reliance on crude oils and external regimes, and better protect their local flora and fauna.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Helping Well: Considerations for Responsible Tech Assistance Initiatives<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">If you as a data professional, technology entity leader, or entrepreneur are interested in developing an initiative to help bring your technology to a developing country, keep a few principles in mind while you are designing your endeavor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As alluded to in the introduction, not every attempted technological social impact initiative (especially when exerted by an outside body) has gone well. In fact, trying to manufacture social impact through technology can often create ill effects on local people. It also affects organizations, populations, cultures, and more when not carried out in a thoughtful, well-researched, thought-out way. Consider a few when thinking or planning of a technological social impact intervention of any kind.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Be Ready for Unforeseen Effects and Unintended Consequences\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Introducing new technologies into a process, a population, or a location will almost always create change. Hopefully, it will create the anticipated positive change. But too often, the introduction of new technologies into ecosystems formerly devoid of that technology creates unintended side effects that are difficult to predict. These can sometimes be benign or insignificant. But in some cases, they can be harmful or detrimental. It\u2019s extremely important to do homework and take a slow, diligent approach to technological introduction. Your project should entail time, assessment, and unbiased observation that can monitor undesired effects.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Be Aware of International Standards<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Standards for various aspects of technology differ from place to place. It\u2019s naive to bring technology into a country that might be governed by different regulations or work according to different standards without researching first. Whether electrical realities like voltage or power grid considerations, differing data protection laws, or otherwise, make sure you have a strong understanding of any relevant technological realities that may affect your project when you deliver technology to a different country.<\/span><\/p>\n<p><a href=\"https:\/\/www.data-mania.com\/data-superhero\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" data-pin-nopin=\"nopin\" class=\"aligncenter wp-image-10190 size-full lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2018\/03\/free-data-career-quiz-and-guidance.png\" alt=\"Data superhero quiz\" width=\"810\" height=\"275\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2018\/03\/free-data-career-quiz-and-guidance.png 810w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2018\/03\/free-data-career-quiz-and-guidance-300x102.png 300w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2018\/03\/free-data-career-quiz-and-guidance-768x261.png 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2018\/03\/free-data-career-quiz-and-guidance-90x31.png 90w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2018\/03\/free-data-career-quiz-and-guidance-600x204.png 600w\" data-sizes=\"auto, (max-width: 810px) 100vw, 810px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 810px; --smush-placeholder-aspect-ratio: 810\/275;\" \/><\/a><\/p>\n<h3><span style=\"font-weight: 400;\">Be Mindful of Local Societal Norms, and (when possible) Support Demographics that Are Commonly Suppressed\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">In many parts of the world, stigmas or prejudices exist. They&#8217;re also often quite different than they may have been in your country of origin. For example, women are treated as secondary citizens in many places even though they can make <\/span><a href=\"https:\/\/onlinemba.wsu.edu\/blog\/women-in-business\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">capable innovators<\/span><\/a><span style=\"font-weight: 400;\"> and partners in any industry or field if given the opportunity. Be aware of how the culture you\u2019re entering operates and views different groups of people. And when in your power, champion social change to help those that don\u2019t have the freedom or agency they should.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Take a Learning-First Posture\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">It\u2019s easy for outsiders that come from more \u201cadvanced\u201d societies or privileged life circumstances to assume they know best. However, the best technological social impact initiatives take a humble posture when introducing new technologies to developing countries. There are many reasons that make this the most appropriate way to conduct technological interventions. Some include preserving dignity for local people. It also includes making sure the opportunity to learn from that developing country\u2019s way of life or existing methods remain forefront for your implementation team.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">The Benefits to Your Team, Brand, and Product<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Helping tackle a technological deficiency in a developing country can be an involved project. Ensure to design with care and a listening-first posture. This is to avoid the potential stumbling blocks and unhelpful outcomes alluded to above. You should not enter into these types of projects lightly &#8211; It\u2019s important to do your homework. Make sure the project you have in mind is sustainable and something you can see all the way through.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Engaging with this type of technological project can produce several solid benefits mentioned at the beginning of this article. These include the following:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">A unique opportunity to strengthen your team\u2019s culture. It also provides strong team building experience as they engage in the implementation process. The process can be in a foreign country or with a different people group.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">A noteworthy initiative to share with your audiences, consumers, and stakeholders that can benefit your brand.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Opportunities to surmount unforeseen challenges and think creatively to navigate differences in resources, social norms, device and technology availability, and needs.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">A chance to think critically about your product, brand, and team that can help you strengthen any or all of these elements going forward.<\/span><\/li>\n<\/ol>\n<h2><span style=\"font-weight: 400;\">The Future of Tech in Developing Countries<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">There will always be disparities amongst various countries around the world. This also applies to their ability to develop or harness cutting-edge technology within their borders. Through well-designed and implemented technological initiatives delivered by external bodies to create social impact, we can leverage technology worldwide. This also means we can create meaningful change for some of the most vulnerable populations on the planet.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A social impact project could provide you, your company, or your team with invaluable experience. Finally, it gives you growth opportunities, and helps you strengthen your product and your brand.<\/span><\/p>\n<p><a href=\"http:\/\/data-mania.com\/blog\/guide-to-breaking-into-data\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" data-pin-nopin=\"nopin\" class=\"aligncenter wp-image-10405 size-full lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2021\/10\/free-guide-for-getting-a-job-in-the-data-field.png\" alt=\"\" width=\"810\" height=\"275\" data-srcset=\"https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/10\/free-guide-for-getting-a-job-in-the-data-field.png 810w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/10\/free-guide-for-getting-a-job-in-the-data-field-300x102.png 300w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/10\/free-guide-for-getting-a-job-in-the-data-field-768x261.png 768w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/10\/free-guide-for-getting-a-job-in-the-data-field-90x31.png 90w, https:\/\/www.data-mania.com\/blog\/wp-content\/uploads\/2021\/10\/free-guide-for-getting-a-job-in-the-data-field-600x204.png 600w\" data-sizes=\"auto, (max-width: 810px) 100vw, 810px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 810px; --smush-placeholder-aspect-ratio: 810\/275;\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h2>A Guest Post By&#8230;<\/h2>\n<p><img decoding=\"async\" data-pin-nopin=\"nopin\" class=\"alignleft lazyload\" data-src=\"http:\/\/data-mania.com\/blog\/wp-content\/uploads\/2022\/03\/ryan_ayers_new_headshot.png\" alt=\"\" width=\"222\" height=\"222\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 222px; --smush-placeholder-aspect-ratio: 222\/222;\" \/><\/p>\n<p>This blog post was generously contributed to Data-Mania by Ryan Ayers.<\/p>\n<p>Ryan Ayers is a researcher and consultant within multiple industries including information technology, blockchain and business development. Always up for a challenge, Ayers enjoys working with startups as well as Fortune 500 companies.<\/p>\n<p>If you&#8217;d like to contribute to the Data-Mania blog community yourself, please drop us a line at communication@data-mania.com.<\/p>\n<hr\/>\n<p><em>Building a B2B startup growth engine? See how <a href=\"https:\/\/www.data-mania.com\/fractional-cmo-services\/\"><strong>Lillian Pierson works as a fractional CMO<\/strong><\/a> for tech startups navigating GTM, AI, and scale.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>When we as data professionals engage with developing populations and help them access better technologies, we also benefit by gaining exposure to new strategies of application and implementation, develop problem-solving skills, generate positive press or media for our organizations, and learn from radically different perspectives and life experiences. In this blog post, you\u2019re going to [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":11131,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"gallery","meta":{"_wp_convertkit_post_meta":{"form":"-1","landing_page":"","tag":"0"},"footnotes":"","_links_to":"","_links_to_target":""},"categories":[582],"tags":[558],"class_list":["post-11120","post","type-post","status-publish","format-gallery","has-post-thumbnail","hentry","category-startups","tag-tech-for-good","post_format-post-format-gallery"],"_links":{"self":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/11120","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/comments?post=11120"}],"version-history":[{"count":1,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/11120\/revisions"}],"predecessor-version":[{"id":20265,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/11120\/revisions\/20265"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media\/11131"}],"wp:attachment":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media?parent=11120"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/categories?post=11120"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/tags?post=11120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}