{"id":923,"date":"2022-10-13T20:50:26","date_gmt":"2022-10-13T20:50:26","guid":{"rendered":"https:\/\/kido-dev.beinvictus.agency\/?page_id=923"},"modified":"2022-11-25T10:50:56","modified_gmt":"2022-11-25T10:50:56","slug":"big-data","status":"publish","type":"page","link":"https:\/\/www.locationintelligence.app\/kido\/big-data\/","title":{"rendered":"Our Data"},"content":{"rendered":"\n<div class=\"is-layout-flow wp-block-group breakout world-dots soft-blue-gradient padding-l-top padding-l-bottom\"><div class=\"wp-block-group__inner-container\">\n<h6 class=\"has-text-align-center has-border-bottom has-kido-orange-color has-text-color\">The science of big data and social physics<\/h6>\n\n\n\n<h1 class=\"has-text-align-center max-width\">What is <span style=\"color: #ff9261\">big data and how to use <img decoding=\"async\" class=\"wp-image-161\" style=\"width: 45px;\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/icon-people-orange.svg\" alt=\"\"> it<\/span> to your advantage<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2452\" height=\"837\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual.png\" alt=\"\" class=\"wp-image-929\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual.png 2452w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual-300x102.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual-1024x350.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual-768x262.png 768w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual-1536x524.png 1536w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-key-visual-2048x699.png 2048w\" sizes=\"(max-width: 2452px) 100vw, 2452px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">At KIDO Dynamics we are have an unmatched passion for big data, analytics and Social Physics. Since the start we have kept our curiousity and passion, while always being mindful of privacy. Lets us share some insights and background of the big data and machine learning capabilities behind KIDO Dynamics and our data analytics platform.<\/p>\n\n\n\n<div class=\"is-content-justification-center is-layout-flex wp-container-1 wp-block-buttons\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link has-kido-orange-background-color has-background wp-element-button\" href=\"https:\/\/www.locationintelligence.app\/kido\/get-a-demo\/\">Get a Demo<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-group padding-l-top\"><div class=\"wp-block-group__inner-container\">\n<h6 class=\"has-text-align-center has-kido-orange-color has-text-color\">Why our data is reliable?<\/h6>\n\n\n\n<h1 class=\"has-text-align-center narrow\"><span style=\"color: #FF9261\">Open the doors<\/span> toward actionable insights with KIDO Dynamics<\/h1>\n\n\n\n<p class=\"has-text-align-center max-width padding-l-bottom\">See how we achieve size, <strong>scale and inclusiveness of data<\/strong> and therefore allow the dataset to be statistically extrapolated to the total population<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-group\"><div class=\"wp-block-group__inner-container\">\n<div class=\"is-layout-flex wp-container-6 wp-block-columns are-vertically-aligned-center padding-l-top\">\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1193\" height=\"910\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-1.png\" alt=\"\" class=\"wp-image-930\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-1.png 1193w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-1-300x229.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-1-1024x781.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-1-768x586.png 768w\" sizes=\"(max-width: 1193px) 100vw, 1193px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<h2 class=\"has-text-align-left\">So what do we do?<\/h2>\n\n\n\n<p>The goal we have is to turn massive, chaotic and noisy telco metadata into simple insights and analytics we can visualise. Sandy Pentland says in his book \u201cSocial Physics\u201d, <strong>thanks to Big Data and Machine Learning we are able, for the first time in science, to approach social studies with new tools and quantitative use of data<\/strong>. We at KIDO Dynamics are focused on developing these new tools within our Data Analytics platform.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"is-layout-flex wp-container-9 wp-block-columns are-vertically-aligned-center padding-s-top mobile-reverse\">\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<h2>How Kido Dynamics transforms CDRs into actionable insights?<\/h2>\n\n\n\n<p>We turn massive telco metadata into <strong>precise and actionable insights<\/strong>. Every event generated is being filtered and processed by the telcos, filtered, and cleansed. Then the anonymised data with accurate location and time stamps is saved and processed by Kido Dynamics to bring you the insights that you are looking for.<\/p>\n\n\n\n<p><strong>Kido Dynamics can reconstruct most of the missing details of mobility patterns from the telco data. <\/strong>Once trajectories have been reconstructed, we apply a highly detailed and statistically sound machine learning process to allow the final dataset to represent an accurate expression of population data.<\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1143\" height=\"973\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-2.png\" alt=\"\" class=\"wp-image-931\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-2.png 1143w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-2-300x255.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-2-1024x872.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-2-768x654.png 768w\" sizes=\"(max-width: 1143px) 100vw, 1143px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"is-layout-flex wp-container-12 wp-block-columns are-vertically-aligned-center padding-s-top\">\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1101\" height=\"992\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-3.png\" alt=\"\" class=\"wp-image-932\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-3.png 1101w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-3-300x270.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-3-1024x923.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-visual-3-768x692.png 768w\" sizes=\"(max-width: 1101px) 100vw, 1101px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<h2>GDPR Compliance<\/h2>\n\n\n\n<p>To be GDPR compliant is a core value for us from both social and business perspective. <strong>This GDPR compliance allows the telcos that partner with Kido Dynamics to have a safe and sustainable business model for their new revenue streams<\/strong>.<\/p>\n\n\n\n<p>We ask the mobile operators to conduct a SHA1 anonymisation process, the second step is K-Anonimity, making sure that small groups of people are not displayed as individuals, and the third one is about applying a statistical noise to variations to avoid our tools to become monitoring tools. <strong>Our aim is to provide intelligence not surveillance<\/strong>.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"is-layout-flex wp-container-15 wp-block-columns are-vertically-aligned-center padding-s-top mobile-reverse\">\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<h2 class=\"has-text-align-left\">What is the future of mobility insights?<\/h2>\n\n\n\n<p>There is a bright future in the space industry and KIDO Dynamics is preparing for the next steps and looking forward adapting these new technologies. We are excited to improve our pipeline, including new sources of <strong>geo-localised data, as provided by high-resolution satellite imagery<\/strong>. We have performed successful tests and we plan to deploy these new systems to our offer in 2023.<\/p>\n\n\n\n<p>Stay tuned for the next generation insights!<\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column is-vertically-aligned-center\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1174\" height=\"923\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-4.png\" alt=\"\" class=\"wp-image-963\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-4.png 1174w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-4-300x236.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-4-1024x805.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/big-data-4-768x604.png 768w\" sizes=\"(max-width: 1174px) 100vw, 1174px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-group breakout has-kido-soft-blue-background-color has-background\"><div class=\"wp-block-group__inner-container\">\n<div class=\"is-layout-flow wp-block-group blurred-box\"><div class=\"wp-block-group__inner-container\">\n<h5 class=\"block-heading\">Our solutions include<\/h5>\n\n\n\n<div class=\"is-layout-flex wp-container-21 wp-block-columns is-not-stacked-on-mobile\">\n<div class=\"is-layout-flow wp-block-column\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"35\" height=\"34\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/icon-route-blue.svg\" alt=\"\" class=\"wp-image-417\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\">People\u2019s Trips <br>between areas<\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"45\" height=\"45\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/icon-people-pink.svg\" alt=\"\" class=\"wp-image-161\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\">Visitor Flow &amp; <br>Stays<\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"34\" height=\"34\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/icon-poi-green.svg\" alt=\"\" class=\"wp-image-165\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\">Visitor\u2019s Footprint <br>in the area<\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"31\" height=\"34\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/icon-screen-lilac.svg\" alt=\"\" class=\"wp-image-570\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\">OOH Impact <br>Measurement<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"is-layout-flex wp-container-25 wp-block-columns\">\n<div class=\"is-layout-flow wp-block-column\">\n<h6 class=\"has-text-align-left padding-m-top has-kido-orange-color has-text-color\">Do you need reliable visitor\u2019s data?<\/h6>\n\n\n\n<h2 class=\"has-text-align-left\">Make the first step towards actionable data<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full scaled\"><img decoding=\"async\" loading=\"lazy\" width=\"2314\" height=\"1580\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism.png\" alt=\"\" class=\"wp-image-346\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism.png 2314w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism-300x205.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism-1024x699.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism-768x524.png 768w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism-1536x1049.png 1536w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/key-visual-tourism-2048x1398.png 2048w\" sizes=\"(max-width: 2314px) 100vw, 2314px\" \/><\/figure>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column pink-accent\"><div class=\"wpforms-container wpforms-container-full boxed-form orange-accent\" id=\"wpforms-229\"><form id=\"wpforms-form-229\" class=\"wpforms-validate wpforms-form wpforms-ajax-form\" data-formid=\"229\" method=\"post\" enctype=\"multipart\/form-data\" action=\"\/kido\/wp-json\/wp\/v2\/pages\/923\" data-token=\"af17e76f88fe1ccf23eee8aa0a65a7b5\"><noscript class=\"wpforms-error-noscript\">Please enable JavaScript in your browser to complete this form.<\/noscript><div class=\"wpforms-field-container\"><div id=\"wpforms-229-field_0-container\" class=\"wpforms-field wpforms-field-name\" data-field-id=\"0\"><label class=\"wpforms-field-label wpforms-label-hide\" for=\"wpforms-229-field_0\">Name <span class=\"wpforms-required-label\">*<\/span><\/label><div class=\"wpforms-field-row wpforms-field-large\"><div class=\"wpforms-field-row-block wpforms-first wpforms-one-half\"><input type=\"text\" id=\"wpforms-229-field_0\" class=\"wpforms-field-name-first wpforms-field-required\" name=\"wpforms[fields][0][first]\" placeholder=\"First Name\" required><label for=\"wpforms-229-field_0\" class=\"wpforms-field-sublabel after wpforms-sublabel-hide\">First<\/label><\/div><div class=\"wpforms-field-row-block wpforms-one-half\"><input type=\"text\" 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name=\"wpforms[fields][1]\" placeholder=\"Email\" required><\/div><div id=\"wpforms-229-field_6-container\" class=\"wpforms-field wpforms-field-text\" data-field-id=\"6\"><label class=\"wpforms-field-label wpforms-label-hide\" for=\"wpforms-229-field_6\">Country<\/label><input type=\"text\" id=\"wpforms-229-field_6\" class=\"wpforms-field-large\" name=\"wpforms[fields][6]\" placeholder=\"Country\/region you are interested in\" ><\/div><div id=\"wpforms-229-field_2-container\" class=\"wpforms-field wpforms-field-textarea\" data-field-id=\"2\"><label class=\"wpforms-field-label wpforms-label-hide\" for=\"wpforms-229-field_2\">Comment or Message<\/label><textarea id=\"wpforms-229-field_2\" class=\"wpforms-field-medium\" name=\"wpforms[fields][2]\" placeholder=\"Your message\" ><\/textarea><\/div><\/div><div class=\"wpforms-recaptcha-container wpforms-is-hcaptcha\"><div class=\"g-recaptcha\" data-sitekey=\"319b4685-5e79-404b-9dd1-6ae6ffcd6f34\"><\/div><input type=\"text\" name=\"g-recaptcha-hidden\" class=\"wpforms-recaptcha-hidden\" style=\"position:absolute!important;clip:rect(0,0,0,0)!important;height:1px!important;width:1px!important;border:0!important;overflow:hidden!important;padding:0!important;margin:0!important;\" required><\/div><div class=\"wpforms-submit-container\"><input type=\"hidden\" name=\"wpforms[id]\" value=\"229\"><input type=\"hidden\" name=\"wpforms[author]\" value=\"1\"><button type=\"submit\" name=\"wpforms[submit]\" id=\"wpforms-submit-229\" class=\"wpforms-submit\" data-alt-text=\"Sending...\" data-submit-text=\"Get Started\" aria-live=\"assertive\" value=\"wpforms-submit\">Get Started<\/button><img src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/plugins\/wpforms\/assets\/images\/submit-spin.svg\" class=\"wpforms-submit-spinner\" style=\"display: none;\" width=\"26\" height=\"26\" alt=\"Loading\"><\/div><\/form><\/div>  <!-- .wpforms-container --><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-group padding-l-top padding-l-bottom\"><div class=\"wp-block-group__inner-container\">\n<h6 class=\"has-text-align-center has-kido-black-color has-text-color\">Insights<\/h6>\n\n\n\n<h2 class=\"has-text-align-center padding-m-bottom\">Our Expertise Comes From Experience<\/h2>\n\n\n\n\n<div class=\"\">\n\n\n<div class=\"slider-wrapper\">\n    \n        <div class=\"slider-controls\">\n            <div id=\"arrow-left\" class=\"arrow arrow--left\" ><\/div>\n            <div id=\"arrow-right\" class=\"arrow arrow--right\" ><\/div>\n        <\/div>\n\n    \n    <div class=\"slider-container news-slider\">\n    <div id=\"news-slider1\" class=\"keen-slider\">\n    \n    \n                                                    <article class=\"keen-slider__slide locations post-teaser\">\n                        \n                        <div class=\"post-thumbnail\">\n                            \n                            <a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/10\/13\/what-would-spain-look-like-as-a-social-network\/\">\n                            <img width=\"1024\" height=\"704\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-2-What-would-Spain-look-like-as-a-Social-Network_-1024x704.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-2-What-would-Spain-look-like-as-a-Social-Network_-1024x704.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-2-What-would-Spain-look-like-as-a-Social-Network_-300x206.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-2-What-would-Spain-look-like-as-a-Social-Network_-768x528.png 768w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-2-What-would-Spain-look-like-as-a-Social-Network_.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                            <\/a>                \n                        <\/div>\n                        <div class=\"post-content\">\n                          <div class=\"flex-content\">\n                                    <span class=\"category\">locations<\/span>                               <\/div>\n                            <h4 class=\"post-title\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/10\/13\/what-would-spain-look-like-as-a-social-network\/\">What would Spain look like as a Social Network?<\/a><\/h4>\n                            <!--<p class=\"post-date\">October 13, 2022<\/p>-->\n                            <p>Sharing highlights and some interesting insights we have discovered while completing  the largest and most extensive mobility analysis ever done worldwide. We analysed more than 4 billion trips in Spain in the span of 12 months. Read more about our findings here. <\/p>\n                            <div class=\"post-meta-bottom\">\n    <div class=\"post-author\">\n    \n        <div class=\"review-meta\">\n            <div class=\"review-meta-thumbnail\">\n                <img src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/1615277938525.jpeg\" \/>            <\/div>\n            <div class=\"review-meta-content\">\n                <p class=\"tiny\">Article by:<\/p>\n                <p>Kido Dynamics<br>\n                <span class=\"title\"><\/span><\/p>\n            <\/div>\n        <\/div>\n                <div class=\"teaser-link\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/10\/13\/what-would-spain-look-like-as-a-social-network\/\" class=\"post-link\">Read more<\/a><\/div>\n    <\/div>\n<\/div>                        <\/div>\n                        <div class=\"post-reading-time\">\n                            <h4>9 min read<\/h4>\n                        <\/div>\n                    <\/article>\n            \n                                                        <article class=\"keen-slider__slide mobility post-teaser\">\n                        \n                        <div class=\"post-thumbnail\">\n                            \n                            <a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/09\/01\/using-mobility-patterns-to-understand-how-omicron-expanded-in-spain\/\">\n                            <img width=\"1024\" height=\"704\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-4-Using-mobility-patterns-to-understand-how-Omicron-expanded-in-Spain_-1024x704.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-4-Using-mobility-patterns-to-understand-how-Omicron-expanded-in-Spain_-1024x704.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-4-Using-mobility-patterns-to-understand-how-Omicron-expanded-in-Spain_-300x206.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-4-Using-mobility-patterns-to-understand-how-Omicron-expanded-in-Spain_-768x528.png 768w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-4-Using-mobility-patterns-to-understand-how-Omicron-expanded-in-Spain_.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                            <\/a>                \n                        <\/div>\n                        <div class=\"post-content\">\n                          <div class=\"flex-content\">\n                                    <span class=\"category\">Mobility<\/span> <span class=\"category\">Patterns<\/span>                               <\/div>\n                            <h4 class=\"post-title\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/09\/01\/using-mobility-patterns-to-understand-how-omicron-expanded-in-spain\/\">Using mobility patterns to understand how Omicron expanded in Spain<\/a><\/h4>\n                            <!--<p class=\"post-date\">September 1, 2022<\/p>-->\n                            <p>Through observing people\u2019s flow in Spain and their mobility patterns we reconstructed and visualised how Omicron expanded within the country in 2021. <\/p>\n                            <div class=\"post-meta-bottom\">\n    <div class=\"post-author\">\n    \n        <div class=\"review-meta\">\n            <div class=\"review-meta-thumbnail\">\n                <img src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/1615277938525.jpeg\" \/>            <\/div>\n            <div class=\"review-meta-content\">\n                <p class=\"tiny\">Article by:<\/p>\n                <p>Kido Dynamics<br>\n                <span class=\"title\"><\/span><\/p>\n            <\/div>\n        <\/div>\n                <div class=\"teaser-link\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/09\/01\/using-mobility-patterns-to-understand-how-omicron-expanded-in-spain\/\" class=\"post-link\">Read more<\/a><\/div>\n    <\/div>\n<\/div>                        <\/div>\n                        <div class=\"post-reading-time\">\n                            <h4>3 min read<\/h4>\n                        <\/div>\n                    <\/article>\n            \n                                                        <article class=\"keen-slider__slide mobility post-teaser\">\n                        \n                        <div class=\"post-thumbnail\">\n                            \n                            <a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/01\/15\/the-relevance-of-travel-behaviour-in-the-sars-cov-2-spread\/\">\n                            <img width=\"1024\" height=\"704\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-5-The-relevance-of-travel-behaviour-in-the-SARS-CoV-2-spread-1024x704.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-5-The-relevance-of-travel-behaviour-in-the-SARS-CoV-2-spread-1024x704.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-5-The-relevance-of-travel-behaviour-in-the-SARS-CoV-2-spread-300x206.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-5-The-relevance-of-travel-behaviour-in-the-SARS-CoV-2-spread-768x528.png 768w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-5-The-relevance-of-travel-behaviour-in-the-SARS-CoV-2-spread-1536x1056.png 1536w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-5-The-relevance-of-travel-behaviour-in-the-SARS-CoV-2-spread.png 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                            <\/a>                \n                        <\/div>\n                        <div class=\"post-content\">\n                          <div class=\"flex-content\">\n                                    <span class=\"category\">Mobility<\/span>                               <\/div>\n                            <h4 class=\"post-title\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/01\/15\/the-relevance-of-travel-behaviour-in-the-sars-cov-2-spread\/\">The relevance of travel behaviour in the SARS-CoV-2 spread<\/a><\/h4>\n                            <!--<p class=\"post-date\">January 15, 2022<\/p>-->\n                            <p>Alberto Hernando shares the results of our collaborative paper on the spread of SARS-CoV-2 and the model Kido Dynamics built correlating the people\u2019s mobility and visualising how the virus spread. \n<\/p>\n                            <div class=\"post-meta-bottom\">\n    <div class=\"post-author\">\n    \n        <div class=\"review-meta\">\n            <div class=\"review-meta-thumbnail\">\n                <img src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/profile-square-alberto-hernando.jpg\" \/>            <\/div>\n            <div class=\"review-meta-content\">\n                <p class=\"tiny\">Article by:<\/p>\n                <p>Alberto Hernando<br>\n                <span class=\"title\">Co-Founder & CEO<\/span><\/p>\n            <\/div>\n        <\/div>\n                <div class=\"teaser-link\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2022\/01\/15\/the-relevance-of-travel-behaviour-in-the-sars-cov-2-spread\/\" class=\"post-link\">Read more<\/a><\/div>\n    <\/div>\n<\/div>                        <\/div>\n                        <div class=\"post-reading-time\">\n                            <h4>3 min read<\/h4>\n                        <\/div>\n                    <\/article>\n            \n                                                        <article class=\"keen-slider__slide mobility post-teaser\">\n                        \n                        <div class=\"post-thumbnail\">\n                            \n                            <a href=\"https:\/\/www.locationintelligence.app\/kido\/2021\/07\/01\/how-many-people-were-sticking-to-confinement-measures-in-2020\/\">\n                            <img width=\"1024\" height=\"704\" src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-3-How-many-people-were-sticking-to-confinement-measures-in-2020_-1024x704.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-3-How-many-people-were-sticking-to-confinement-measures-in-2020_-1024x704.png 1024w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-3-How-many-people-were-sticking-to-confinement-measures-in-2020_-300x206.png 300w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-3-How-many-people-were-sticking-to-confinement-measures-in-2020_-768x528.png 768w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-3-How-many-people-were-sticking-to-confinement-measures-in-2020_-1536x1056.png 1536w, https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/Article-3-How-many-people-were-sticking-to-confinement-measures-in-2020_.png 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                            <\/a>                \n                        <\/div>\n                        <div class=\"post-content\">\n                          <div class=\"flex-content\">\n                                    <span class=\"category\">Mobility<\/span> <span class=\"category\">Patterns<\/span>                               <\/div>\n                            <h4 class=\"post-title\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2021\/07\/01\/how-many-people-were-sticking-to-confinement-measures-in-2020\/\">How many people were sticking to confinement measures in 2020?<\/a><\/h4>\n                            <!--<p class=\"post-date\">July 1, 2021<\/p>-->\n                            <p>Explore our observations and analytics on the people\u2019s mobility during the COVID-19 confinement in Spain in March 2020.<\/p>\n                            <div class=\"post-meta-bottom\">\n    <div class=\"post-author\">\n    \n        <div class=\"review-meta\">\n            <div class=\"review-meta-thumbnail\">\n                <img src=\"https:\/\/www.locationintelligence.app\/kido\/wp-content\/uploads\/2022\/10\/profile-square-alberto-hernando.jpg\" \/>            <\/div>\n            <div class=\"review-meta-content\">\n                <p class=\"tiny\">Article by:<\/p>\n                <p>Alberto Hernando<br>\n                <span class=\"title\">Co-Founder & CEO<\/span><\/p>\n            <\/div>\n        <\/div>\n                <div class=\"teaser-link\"><a href=\"https:\/\/www.locationintelligence.app\/kido\/2021\/07\/01\/how-many-people-were-sticking-to-confinement-measures-in-2020\/\" class=\"post-link\">Read more<\/a><\/div>\n    <\/div>\n<\/div>                        <\/div>\n                        <div class=\"post-reading-time\">\n                            <h4>4 min read<\/h4>\n                        <\/div>\n                    <\/article>\n            \n            \n    \n        <\/div>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n   \n\n    <script>\n      var slider = new 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dots_wrapper = document.getElementById(\"dots\");\n          var slides = document.querySelectorAll(\".keen-slider__slide\");\n          slides.forEach(function(t, idx) {\n            var dot = document.createElement(\"button\");\n            dot.classList.add(\"dot\");\n            dot.addEventListener(\"click\", function() {\n              instance.moveToSlide(idx);\n            });\n          });\n          updateClasses(instance);\n        },\n        slideChanged(instance) {\n          updateClasses(instance);\n        }\n      });\n\n      function updateClasses(instance) {\n        var slide = instance.details().relativeSlide;\n        var arrowLeft = document.getElementById(\"arrow-left\");\n        var arrowRight = document.getElementById(\"arrow-right\");\n        slide === 0\n          ? arrowLeft.classList.add(\"arrow--disabled\")\n          : arrowLeft.classList.remove(\"arrow--disabled\");\n        slide === instance.details().size - 1\n          ? 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Since the start we have kept our curiousity and passion, while always being mindful of privacy. Lets us share [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Our Data - Kido Dynamics<\/title>\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.locationintelligence.app\/kido\/big-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Our Data - Kido Dynamics\" \/>\n<meta property=\"og:description\" content=\"The science of big data and social physics What is big data and how to use it to your advantage At KIDO Dynamics we are have an unmatched passion for big data, analytics and Social Physics. 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