{"id":70059,"date":"2023-10-30T18:01:00","date_gmt":"2023-10-30T10:01:00","guid":{"rendered":"https:\/\/www.hongkiat.com\/blog\/?p=70059"},"modified":"2023-12-18T13:38:44","modified_gmt":"2023-12-18T05:38:44","slug":"big-data-for-real-time-insights","status":"publish","type":"post","link":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/","title":{"rendered":"Using Big Data for Real-Time Insights and Informed Decision-Making"},"content":{"rendered":"<p>Technology holds paramount importance for businesses in today\u2019s world. Equally significant are the exabytes and zettabytes of data produced and procured through it, succinctly referred to as \u2018big data\u2019.<\/p>\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg\" alt=\"Big Data\" width=\"1500\" height=\"675\"><\/figure>\n<h2>The Big Data Discourse<\/h2>\n<p>Businesses of the twenty-first century thrive on technology and, more specifically, on data. To put it more precisely, they base their decision-making on big data.<\/p>\n<p>Why do they rely so heavily on this data? And is the data they produce truly valuable to them? Let\u2019s explore.<\/p>\n<p>Technology stands at the heart of the modern-day revolution. While there are many discussions about the disruption it has introduced across various industries, its role in fortifying businesses, making them more intuitive and scalable, remains an essential topic.<\/p>\n<p>Big data, a by-product of technology, equips businesses with top-tier tools for decision-making. This applies whether it\u2019s executives formulating corporate strategies or frontline employees deciding how the business interacts with its customers, partners, and affiliates.<\/p>\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/big-data.jpg\" alt=\"Big Data Analysis in Business\" width=\"1500\" height=\"675\"><\/figure>\n<p>According to <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/foundryco.com\/tools-for-marketers\/research-data-and-analytics\/\">Foundry\u2019s 2022 Data & Analytics study<\/a>, a staggering 88% of IT decision-makers (ITDMs) believe that data and its analysis can drastically change how their company operates in the next 1-3 years.<\/p>\n<p>The significance of data has skyrocketed recently. Businesses now lean heavily on technologies like predictive analytics, real-time notifications, and process automation to make data-informed choices. But when, and how, did data become so pivotal and vast that we now refer to it as \u2018big data\u2019?<\/p>\n<p>It\u2019s indisputable that <a href=\"https:\/\/www.hongkiat.com\/blog\/big-data-analytics-smart-cities\/\">big data analytics<\/a> has transformed how businesses operate, decide, and strategize. Thanks to cutting-edge technologies and the massive amounts of data produced daily, modern businesses can glean insights into the preferences and habits of their customers. As a result, they can make well-informed decisions to stay competitive.<\/p>\n<p>In <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/hbr.org\/2012\/10\/big-data-the-management-revolution\">an article<\/a> published in the Harvard Business Review (HBR), the profound impact of big data is evident. The article posits that big data allows managers to gain deeper insights into their businesses, enabling them to improve decision-making and overall performance.<\/p>\n<h2>Big Data: Industry Facts & Figures<\/h2>\n<p>Big data\u2019s impact on various industries has been profound. From banking to transportation, manufacturing to retail, the focus is on leveraging vast data sets to make judicious business decisions.<\/p>\n<p>Modern e-commerce platforms, for instance, operate on numerous data points, collecting and utilizing extensive consumer data to deliver personalized messages, tailor-made offerings, and smooth user experiences.<\/p>\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/big-data-US.jpg\" alt=\"Impact of Big Data Across Industries\" width=\"1500\" height=\"1000\"><\/figure>\n<p>From Huntington Bank\u2019s <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.huntington.com\/Personal\/online-banking\/heads-up\">\u2018Heads Up\u2019 app<\/a>, which uses predictive analytics to monitor transactions in real-time and identify consumer habits, to manufacturing companies employing data sensors in fleet vehicles to capture details like travel speeds, transit durations, and idle times, data-driven insights have facilitated precise decision-making.<\/p>\n<p>A paper in <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2215098621001336\">ScienceDirect<\/a> posits that the quality of manufacturing decision-making directly correlates with big data-driven decisions. This direct relationship between the data generated and the subsequent business decisions encapsulates the importance of data in manufacturing.<\/p>\n<p>Furthermore, big data analytics are <a href=\"https:\/\/www.hongkiat.com\/blog\/big-data-analytics-smart-cities\/\">making cities smarter<\/a> and more intuitive. This trend is ubiquitous. Data has become central to informed decision-making in today\u2019s competitive environment. Indeed, the three V\u2019s of big data \u2013 Volume, Velocity, and Variety \u2013 underscore the extensive and varied impact of data across industries.<\/p>\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/comparison-of-data-chatacteristic.jpg\" alt=\"Comparison of Big Data Characteristics Over Time\" width=\"1500\" height=\"1000\"><\/figure>\n<div class=\"sue-icon-text su-image-caption\" data-url=\"\" data-target=\"self\" style=\"min-height:34px;padding-left:36px;color:#333333\">\n<div class=\"sue-icon-text-icon\" style=\"color:#333333;font-size:24px;width:24px;height:24px\"><i class=\"sui sui-photo\" style=\"font-size:24px;color:#333333\"><\/i><\/div>\n<div class=\"sue-icon-text-content su-u-trim\" style=\"color:#333333\"><a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.slideshare.net\/wilson_lucas\/everis-big-datawilsonv14\">Wilson Lucas<\/a><\/div>\n<div style=\"clear:both;height:0\"><\/div>\n<\/div>\n<p>Looking back a decade, data was beginning to be extensively used across industries in terms of its volume, velocity, and variety, as depicted in the image above. Fast forward to 2023, and an astounding <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">300 million terabytes<\/a> of data is produced daily. For astute decision-makers, this vast repository of statistics is a treasure trove.<\/p>\n<h2>Access & Synthesis of Real-Time Data: The Cornerstone of Decision-Making<\/h2>\n<p>In today\u2019s technology-intensive era, thriving as an enterprise is a formidable task. The challenge intensifies when businesses must possess the tools to access vital data and effectively synthesize it for enhanced decision-making. This underscores the significance of both access and the synthesis of vast volumes of data.<\/p>\n<p>Contrary to what one might assume, not every business finds it straightforward to handle real-time data. This data, whether we view it as the heart, mind, or soul of contemporary businesses, has become indispensable. The ability to synthesize this information efficiently is paramount for modern enterprises. The question is, how should they navigate this?<\/p>\n<p>For businesses aiming to gain real-time insights, emphasis must be placed on modernizing data infrastructure, selecting appropriate tools, and implementing robust data management and protection techniques, among other strategies.<\/p>\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/big-data-visualization.jpg\" alt=\"Big Data Visualization for Decision-Making\" width=\"1500\" height=\"698\"><\/figure>\n<p>Establishing a solid data infrastructure is vital for intuitive decision-making. This is because real-time data insights necessitate a robust infrastructure. This ensures that the right data reaches the right users and systems at the optimal times, fostering effective data-driven decisions.<\/p>\n<p>During periods of market volatility and unpredictability, real-time data offers businesses a plethora of advantages. These include navigating challenging periods, streamlining operations, precise planning and execution, efficient resource management, and achieving a competitive edge, to name a few.<\/p>\n<p>Furthermore, by fully leveraging technology and basing decisions on data, today\u2019s businesses and modern entrepreneurs can make more astute choices. These decisions are rooted not just in intuition or experience, but in tangible past events and their potential future recurrences.<\/p>\n<h2>Conclusion<\/h2>\n<p>The volume of data is expanding exponentially, with its influence becoming even more pronounced. As we witness data growth from <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/explodingtopics.com\/blog\/data-generated-per-day\">terabytes and petabytes to exabytes and zettabytes<\/a>, forward-thinking businesses are flooded with invaluable information, enabling them to make more nuanced decisions.<\/p>\n<p>With technological advancements and the rise of sophisticated methods for data acquisition and analysis, data volumes are set to soar even further. This will lead to increased customer expectations for personalization at every interaction, transitioning data-driven decision-making from a \u2018nice-to-have\u2019 to an \u2018absolute necessity\u2019.<\/p>\n<p>Given the deep integration of technology into the core of modern businesses, it\u2019s evident that decisions should be rooted in data. If businesses and entrepreneurs can establish solid data infrastructures and harness the power of technology-driven big data for insightful decision-making, their potential for growth is limitless.<\/p>","protected":false},"excerpt":{"rendered":"<p>Technology holds paramount importance for businesses in today\u2019s world. Equally significant are the exabytes and zettabytes of data produced and procured through it, succinctly referred to as \u2018big data\u2019. The Big Data Discourse Businesses of the twenty-first century thrive on technology and, more specifically, on data. To put it more precisely, they base their decision-making&hellip;<\/p>\n","protected":false},"author":642,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3411],"tags":[],"topic":[],"class_list":["entry-content","is-maxi"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Using Big Data for Real-Time Insights and Informed Decision-Making - Hongkiat<\/title>\n<meta name=\"description\" content=\"Technology holds paramount importance for businesses in today&#039;s world. Equally significant are the exabytes and zettabytes of data produced and procured\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using Big Data for Real-Time Insights and Informed Decision-Making\" \/>\n<meta property=\"og:description\" content=\"Technology holds paramount importance for businesses in today&#039;s world. Equally significant are the exabytes and zettabytes of data produced and procured\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/\" \/>\n<meta property=\"og:site_name\" content=\"Hongkiat\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/hongkiatcom\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-30T10:01:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-18T05:38:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg\" \/>\n<meta name=\"author\" content=\"Dr. Shamael Zaheer Khan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@hongkiat\" \/>\n<meta name=\"twitter:site\" content=\"@hongkiat\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr. Shamael Zaheer Khan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/\"},\"author\":{\"name\":\"Dr. Shamael Zaheer Khan\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#\\\/schema\\\/person\\\/b868a3499145af8f261a3596856f4128\"},\"headline\":\"Using Big Data for Real-Time Insights and Informed Decision-Making\",\"datePublished\":\"2023-10-30T10:01:00+00:00\",\"dateModified\":\"2023-12-18T05:38:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/\"},\"wordCount\":987,\"publisher\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/assets.hongkiat.com\\\/uploads\\\/big-data-for-real-time-insights\\\/hero.jpg\",\"articleSection\":[\"E-Commerce\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/\",\"url\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/\",\"name\":\"Using Big Data for Real-Time Insights and Informed Decision-Making - Hongkiat\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/assets.hongkiat.com\\\/uploads\\\/big-data-for-real-time-insights\\\/hero.jpg\",\"datePublished\":\"2023-10-30T10:01:00+00:00\",\"dateModified\":\"2023-12-18T05:38:44+00:00\",\"description\":\"Technology holds paramount importance for businesses in today's world. Equally significant are the exabytes and zettabytes of data produced and procured\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#primaryimage\",\"url\":\"https:\\\/\\\/assets.hongkiat.com\\\/uploads\\\/big-data-for-real-time-insights\\\/hero.jpg\",\"contentUrl\":\"https:\\\/\\\/assets.hongkiat.com\\\/uploads\\\/big-data-for-real-time-insights\\\/hero.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/big-data-for-real-time-insights\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Using Big Data for Real-Time Insights and Informed Decision-Making\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/\",\"name\":\"Hongkiat\",\"description\":\"Tech and Design Tips\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#organization\",\"name\":\"Hongkiat.com\",\"url\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/wp-content\\\/uploads\\\/hkdc-logo-rect-yoast.jpg\",\"contentUrl\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/wp-content\\\/uploads\\\/hkdc-logo-rect-yoast.jpg\",\"width\":1200,\"height\":799,\"caption\":\"Hongkiat.com\"},\"image\":{\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/hongkiatcom\",\"https:\\\/\\\/x.com\\\/hongkiat\",\"https:\\\/\\\/www.pinterest.com\\\/hongkiat\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/#\\\/schema\\\/person\\\/b868a3499145af8f261a3596856f4128\",\"name\":\"Dr. Shamael Zaheer Khan\",\"description\":\"Dr. Shamael Zaheer Khan is a revered academic, strategic leader, and an expert contributor to several reputed platforms. As a university-level academician and the Vice President of Marketing and Strategy at Hyperzod, Dr. S.Z. Khan provides profound insights, bridging the gap between industry and academia. He is also a captivating wordsmith, business strategist, and influential speaker, empowering professionals worldwide with his exceptional thought leadership and expertise.\",\"sameAs\":[\"https:\\\/\\\/www.hyperzod.com\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/in\\\/dr-shamael-zaheer-khan-b77b81248\\\/\"],\"url\":\"https:\\\/\\\/www.hongkiat.com\\\/blog\\\/author\\\/shamaelzaheerkhan\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Using Big Data for Real-Time Insights and Informed Decision-Making - Hongkiat","description":"Technology holds paramount importance for businesses in today's world. Equally significant are the exabytes and zettabytes of data produced and procured","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/","og_locale":"en_US","og_type":"article","og_title":"Using Big Data for Real-Time Insights and Informed Decision-Making","og_description":"Technology holds paramount importance for businesses in today's world. Equally significant are the exabytes and zettabytes of data produced and procured","og_url":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/","og_site_name":"Hongkiat","article_publisher":"https:\/\/www.facebook.com\/hongkiatcom","article_published_time":"2023-10-30T10:01:00+00:00","article_modified_time":"2023-12-18T05:38:44+00:00","og_image":[{"url":"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg","type":"","width":"","height":""}],"author":"Dr. Shamael Zaheer Khan","twitter_card":"summary_large_image","twitter_creator":"@hongkiat","twitter_site":"@hongkiat","twitter_misc":{"Written by":"Dr. Shamael Zaheer Khan","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#article","isPartOf":{"@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/"},"author":{"name":"Dr. Shamael Zaheer Khan","@id":"https:\/\/www.hongkiat.com\/blog\/#\/schema\/person\/b868a3499145af8f261a3596856f4128"},"headline":"Using Big Data for Real-Time Insights and Informed Decision-Making","datePublished":"2023-10-30T10:01:00+00:00","dateModified":"2023-12-18T05:38:44+00:00","mainEntityOfPage":{"@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/"},"wordCount":987,"publisher":{"@id":"https:\/\/www.hongkiat.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#primaryimage"},"thumbnailUrl":"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg","articleSection":["E-Commerce"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/","url":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/","name":"Using Big Data for Real-Time Insights and Informed Decision-Making - Hongkiat","isPartOf":{"@id":"https:\/\/www.hongkiat.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#primaryimage"},"image":{"@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#primaryimage"},"thumbnailUrl":"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg","datePublished":"2023-10-30T10:01:00+00:00","dateModified":"2023-12-18T05:38:44+00:00","description":"Technology holds paramount importance for businesses in today's world. Equally significant are the exabytes and zettabytes of data produced and procured","breadcrumb":{"@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#primaryimage","url":"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg","contentUrl":"https:\/\/assets.hongkiat.com\/uploads\/big-data-for-real-time-insights\/hero.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/www.hongkiat.com\/blog\/big-data-for-real-time-insights\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.hongkiat.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Using Big Data for Real-Time Insights and Informed Decision-Making"}]},{"@type":"WebSite","@id":"https:\/\/www.hongkiat.com\/blog\/#website","url":"https:\/\/www.hongkiat.com\/blog\/","name":"Hongkiat","description":"Tech and Design Tips","publisher":{"@id":"https:\/\/www.hongkiat.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.hongkiat.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.hongkiat.com\/blog\/#organization","name":"Hongkiat.com","url":"https:\/\/www.hongkiat.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.hongkiat.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.hongkiat.com\/blog\/wp-content\/uploads\/hkdc-logo-rect-yoast.jpg","contentUrl":"https:\/\/www.hongkiat.com\/blog\/wp-content\/uploads\/hkdc-logo-rect-yoast.jpg","width":1200,"height":799,"caption":"Hongkiat.com"},"image":{"@id":"https:\/\/www.hongkiat.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/hongkiatcom","https:\/\/x.com\/hongkiat","https:\/\/www.pinterest.com\/hongkiat\/"]},{"@type":"Person","@id":"https:\/\/www.hongkiat.com\/blog\/#\/schema\/person\/b868a3499145af8f261a3596856f4128","name":"Dr. Shamael Zaheer Khan","description":"Dr. Shamael Zaheer Khan is a revered academic, strategic leader, and an expert contributor to several reputed platforms. As a university-level academician and the Vice President of Marketing and Strategy at Hyperzod, Dr. S.Z. Khan provides profound insights, bridging the gap between industry and academia. He is also a captivating wordsmith, business strategist, and influential speaker, empowering professionals worldwide with his exceptional thought leadership and expertise.","sameAs":["https:\/\/www.hyperzod.com\/","https:\/\/www.linkedin.com\/in\/dr-shamael-zaheer-khan-b77b81248\/"],"url":"https:\/\/www.hongkiat.com\/blog\/author\/shamaelzaheerkhan\/"}]}},"jetpack_featured_media_url":"https:\/\/","jetpack_shortlink":"https:\/\/wp.me\/p4uxU-idZ","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/posts\/70059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/users\/642"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/comments?post=70059"}],"version-history":[{"count":3,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/posts\/70059\/revisions"}],"predecessor-version":[{"id":70731,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/posts\/70059\/revisions\/70731"}],"wp:attachment":[{"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/media?parent=70059"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/categories?post=70059"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/tags?post=70059"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.hongkiat.com\/blog\/wp-json\/wp\/v2\/topic?post=70059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}