{"id":5714,"date":"2022-12-30T18:27:08","date_gmt":"2022-12-30T16:27:08","guid":{"rendered":"https:\/\/abacus-consulting.net\/data-lake\/"},"modified":"2023-02-21T21:00:41","modified_gmt":"2023-02-21T19:00:41","slug":"data-lake","status":"publish","type":"page","link":"https:\/\/abacus-consulting.net\/en\/data-lake\/","title":{"rendered":"data-lake"},"content":{"rendered":"\n<p><\/p>\n<div id='av_section_1'  class='avia-section av-47bmor-969b731cd1285618ced411411d6ba5ca main_color avia-section-default avia-no-border-styling  avia-builder-el-0  el_before_av_section  avia-builder-el-first  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-5714'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcarutvt-3277d98c13b34267172c14ec2ab4f7a3\">\n.avia-image-container.av-lcarutvt-3277d98c13b34267172c14ec2ab4f7a3 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcarutvt-3277d98c13b34267172c14ec2ab4f7a3 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcarutvt-3277d98c13b34267172c14ec2ab4f7a3 av-styling- avia-align-center  avia-builder-el-1  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4671 avia-img-lazy-loading-not-4671 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x-80x80.png\" alt='' title='icon-data-lake@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x-300x300.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x-705x705.png 705w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2022\/12\/icon-data-lake@4x.png 712w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div>\n<section  class='av_textblock_section av-lcarig3h-0cc135956acb29779af21fba90f96e70 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h1 style=\"text-align: center;\">THE DATA LAKE<\/h1>\n<\/div><\/section>\n<section  class='av_textblock_section av-lcarehc6-bc32b4235b3d5538738a12f054bda7dc '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2 style=\"text-align: center;\"><strong>We have our own data lake<\/strong><\/h2>\n<\/div><\/section>\n<section  class='av_textblock_section av-lcargg0r-5fac9417c224fcaa93bd0ee7316741fb '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\">Make smarter decisions by applying a wider variety of data.<\/p>\n<\/div><\/section>\n<div  class='flex_column av-2y76qz-caff8394f571718a01934c259a54efd4 av_one_full  avia-builder-el-5  el_after_av_textblock  el_before_av_codeblock  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcghx3fz-1612b42b244055434d659dce84957352\">\n.avia-image-container.av-lcghx3fz-1612b42b244055434d659dce84957352 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcghx3fz-1612b42b244055434d659dce84957352 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  id=\"g-20221230-DAta-Lake-html-screen-box\"  class='avia-image-container av-lcghx3fz-1612b42b244055434d659dce84957352 av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-6  el_before_av_image  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4734 avia-img-lazy-loading-not-4734 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-1536x1019.png\" alt='' title='lake-screen@4x'  height=\"1019\" width=\"1536\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-1536x1019.png 1536w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-300x199.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-1030x683.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-768x510.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-2048x1359.png 2048w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-1500x995.png 1500w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-screen@4x-1-705x468.png 705w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgibiop-e877c892b3b48e58abf57522ce408dea\">\n.avia-image-container.av-lcgibiop-e877c892b3b48e58abf57522ce408dea img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgibiop-e877c892b3b48e58abf57522ce408dea .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  id=\"g-20221230-DAta-Lake-html-tablet-box\"  class='avia-image-container av-lcgibiop-e877c892b3b48e58abf57522ce408dea av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-7  el_after_av_image  el_before_av_image '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4729 avia-img-lazy-loading-not-4729 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-1536x1017.png\" alt='' title='lake-tablet@4x'  height=\"1017\" width=\"1536\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-1536x1017.png 1536w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-300x199.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-1030x682.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-768x509.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-2048x1356.png 2048w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-1500x993.png 1500w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-tablet@4x-705x467.png 705w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/div><\/div><\/div><br \/>\n<br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcghzqux-3ee4806fb6321747557efcbb74296ed7\">\n.avia-image-container.av-lcghzqux-3ee4806fb6321747557efcbb74296ed7 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcghzqux-3ee4806fb6321747557efcbb74296ed7 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  id=\"g-20221230-DAta-Lake-html-mobile-box\"  class='avia-image-container av-lcghzqux-3ee4806fb6321747557efcbb74296ed7 av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-9  el_after_av_image  avia-builder-el-last '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4724 avia-img-lazy-loading-not-4724 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-606x1536.png\" alt='' title='lake-mobile@4x'  height=\"1536\" width=\"606\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-606x1536.png 606w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-118x300.png 118w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-406x1030.png 406w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-768x1946.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-808x2048.png 808w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-592x1500.png 592w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x-278x705.png 278w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobile@4x.png 1901w\" sizes=\"(max-width: 606px) 100vw, 606px\" \/><\/div><\/div><\/div><\/p><\/div>\n\n<\/div><\/div><\/main><!-- close content main element --><\/div><\/div><div id='av_section_2'  class='avia-section av-9ew8tn-85c7ba2078fe7e2b6f4676ee36b1bd67 main_color avia-section-default avia-no-border-styling  avia-builder-el-11  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-5714'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-lcg5ddqd-6d43c8c5c0f47de595dcfdd4d7676763 av_one_fourth  avia-builder-el-12  el_before_av_three_fourth  avia-builder-el-first  first flex_column_div  '     ><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcg5ftzm-bf578a2b15a69bb7b0e471460011ad7a\">\n.avia-image-container.av-lcg5ftzm-bf578a2b15a69bb7b0e471460011ad7a img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcg5ftzm-bf578a2b15a69bb7b0e471460011ad7a .av-caption-image-overlay-bg{\nopacity:0.1;\nbackground-color:#ffffff;\n}\n.avia-image-container.av-lcg5ftzm-bf578a2b15a69bb7b0e471460011ad7a .av-image-caption-overlay-center{\ncolor:#0a0a0a;\nfont-size:16px;\n}\n<\/style>\n<div  class='avia-image-container av-lcg5ftzm-bf578a2b15a69bb7b0e471460011ad7a av-styling-no-styling avia_animated_image av-animated-when-visible-95 bottom-to-top avia-align-left  avia-builder-el-14  el_after_av_codeblock  el_before_av_heading  lake-tooltip noHover av-overlay-hover-deactivate'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><div class=\"av-image-caption-overlay\"><div class=\"av-caption-image-overlay-bg\"><\/div><div class=\"av-image-caption-overlay-position\"><div class=\"av-image-caption-overlay-center\"><p>WHAT ARE<\/p>\n<\/div><\/div><\/div><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4701 avia-img-lazy-loading-not-4701 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/tooltip-small.png\" alt='' title='tooltip-small'  height=\"68\" width=\"102\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcg5ckop-0318a2df17bd0ea200bf15da9497b0c3\">\n#top .av-special-heading.av-lcg5ckop-0318a2df17bd0ea200bf15da9497b0c3{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-lcg5ckop-0318a2df17bd0ea200bf15da9497b0c3 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lcg5ckop-0318a2df17bd0ea200bf15da9497b0c3 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lcg5ckop-0318a2df17bd0ea200bf15da9497b0c3 av-special-heading-h3  avia-builder-el-15  el_after_av_image  el_before_av_textblock '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Data Lakes<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcg8x8m2-0ab6622d6de6145083018e7965dcfa92\">\n#top .av_textblock_section.av-lcg8x8m2-0ab6622d6de6145083018e7965dcfa92 .avia_textblock{\nfont-size:14px;\n}\n<\/style>\n<section  class='av_textblock_section av-lcg8x8m2-0ab6622d6de6145083018e7965dcfa92 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>They are repositories of large amounts of data, retained in their native format, for knowledge extraction through low-cost technologies that improve the capture, refinement, archiving and exploration of data within the enterprise.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-2mpb23-638f83012f48c0a37437287f34263cdf av_three_fourth  avia-builder-el-17  el_after_av_one_fourth  avia-builder-el-last  flex_column_div  '     ><section  class='av_textblock_section av-lcgivcou-ad7003aa775eef9d3b65e13a5281135f '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Our objective<\/h3>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lcgiwknc-64dc3b5772b3101b1d607b77ffaa1049 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2 style=\"text-align: left;\"><strong>Streamline and facilitate geo data integration with scalability and easy accessibility<\/strong><\/h2>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lcgj4c4e-7cc99dba27fbec67e41035ff66af299d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>More than 80% of the data stored by companies and organizations has a geographic component.<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgmf489-2117eb767b0acdcefc7e593901d891cf\">\n.avia-image-container.av-lcgmf489-2117eb767b0acdcefc7e593901d891cf img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgmf489-2117eb767b0acdcefc7e593901d891cf .av-caption-image-overlay-bg{\nopacity:0.1;\nbackground-color:#ffffff;\n}\n.avia-image-container.av-lcgmf489-2117eb767b0acdcefc7e593901d891cf .av-image-caption-overlay-center{\ncolor:#0a0a0a;\nfont-size:16px;\n}\n<\/style>\n<div  class='avia-image-container av-lcgmf489-2117eb767b0acdcefc7e593901d891cf av-styling-no-styling avia_animated_image av-animated-when-visible-95 bottom-to-top avia-align-left  avia-builder-el-21  el_after_av_textblock  el_before_av_heading  lake-tooltip noHover av-overlay-hover-deactivate'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><div class=\"av-image-caption-overlay\"><div class=\"av-caption-image-overlay-bg\"><\/div><div class=\"av-image-caption-overlay-position\"><div class=\"av-image-caption-overlay-center\"><p>WHY<\/p>\n<\/div><\/div><\/div><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4701 avia-img-lazy-loading-not-4701 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/tooltip-small.png\" alt='' title='tooltip-small'  height=\"68\" width=\"102\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgmi90a-22716c67e2ad46df8422806f159ca42b\">\n#top .av-special-heading.av-lcgmi90a-22716c67e2ad46df8422806f159ca42b{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-lcgmi90a-22716c67e2ad46df8422806f159ca42b .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lcgmi90a-22716c67e2ad46df8422806f159ca42b .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lcgmi90a-22716c67e2ad46df8422806f159ca42b av-special-heading-h3  avia-builder-el-22  el_after_av_image  el_before_av_textblock '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >Need for high quality data<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgmj0su-905b4a9b6531c6f776f042a74bd8f40c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Companies have the data on their activity, but to evaluate their performance and identify new opportunities, they need external data to give them context.<\/p>\n<p>Therefore, we focus on developing applications to extract value from the highest quality data, customized and unique applications that others cannot offer.<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lchpg1t5-7c4c9fb2808626e63ad91a2ec46e9259\">\n.avia-image-container.av-lchpg1t5-7c4c9fb2808626e63ad91a2ec46e9259 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lchpg1t5-7c4c9fb2808626e63ad91a2ec46e9259 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lchpg1t5-7c4c9fb2808626e63ad91a2ec46e9259 av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-24  el_after_av_textblock  el_before_av_textblock '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4833 avia-img-lazy-loading-not-4833 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-1030x783.png\" alt='' title='data-lake-diagram-small@4x'  height=\"783\" width=\"1030\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-1030x783.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-300x228.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-768x584.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-1536x1168.png 1536w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-2048x1557.png 2048w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-1500x1140.png 1500w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/data-lake-diagram-small@4x-705x536.png 705w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lchunvpj-a35432749280c15fcc5e8b44830d4101 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The data lake provides a repository for storing data of any size, type or rate of ingest, whether generated by social networks, RDBMS, web applications, mobile and desktop devices, or a variety of other sources.<\/p>\n<\/div><\/section><br \/>\n<div  class='avia-button-wrap av-le5z1xbz-dc7f36c9ad976f90b72216bed5ab82a5-wrap avia-button-left  avia-builder-el-26  el_after_av_textblock  avia-builder-el-last '><a href='https:\/\/abacus-consulting.net\/portfolio-item\/geomarketing-business\/'  class='avia-button av-le5z1xbz-dc7f36c9ad976f90b72216bed5ab82a5 av-link-btn avia-icon_select-yes-left-icon avia-size-large avia-position-left avia-color-theme-color'   aria-label=\"API and data quality\"><span class='avia_button_icon avia_button_icon_left avia-iconfont avia-font-entypo-fontello' data-av_icon='\ue8b0' data-av_iconfont='entypo-fontello' ><\/span><span class='avia_iconbox_title' >API and data quality<\/span><\/a><\/div><\/p><\/div><\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgl11j5-4fff31acfea2ac58ae704804a5cf881e\">\n.avia-section.av-lcgl11j5-4fff31acfea2ac58ae704804a5cf881e{\nbackground-color:#0055ff;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_3'  class='avia-section av-lcgl11j5-4fff31acfea2ac58ae704804a5cf881e footer_color avia-section-default avia-no-border-styling  avia-builder-el-27  el_after_av_section  el_before_av_postcontent  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-5714'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-2357u3-c7fd77799779bb57a1b1eb93f0a51cf5 av_one_full  avia-builder-el-28  el_before_av_one_fourth  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-lcgl1alq-f421f262c36c6c37f4e6f165e7d46e97 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2><strong>Our sources<\/strong><\/h2>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lcgmbdr4-98baf5664618fd2d27346cfef7ad0921 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>More than 200 geo-information sources in catalog.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-34bb4r-04ef8d51dcb3e2f53a39ebeb30129362 av_one_fourth  avia-builder-el-31  el_after_av_one_full  el_before_av_one_fourth  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgl8z2m-26f17f49800450a69f53bf718c3ec5ca\">\n.avia-image-container.av-lcgl8z2m-26f17f49800450a69f53bf718c3ec5ca img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgl8z2m-26f17f49800450a69f53bf718c3ec5ca .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcgl8z2m-26f17f49800450a69f53bf718c3ec5ca av-styling-no-styling avia-align-left  avia-builder-el-32  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4771 avia-img-lazy-loading-not-4771 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-sociodemographics-square@4x-80x80.png\" alt='' title='lake-sociodemographics-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-sociodemographics-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-sociodemographics-square@4x-300x300.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-sociodemographics-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-sociodemographics-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-sociodemographics-square@4x.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgl9j37-40135d5572bd8cb8959c011083a2de4a '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Sociodemographics<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-mi5ozv-ce8c5823a230a58edc4adf8aa8dbd107 av_one_fourth  avia-builder-el-34  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcglz05m-5f62704c8f6fc395fe40c46ac37687a2\">\n.avia-image-container.av-lcglz05m-5f62704c8f6fc395fe40c46ac37687a2 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcglz05m-5f62704c8f6fc395fe40c46ac37687a2 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcglz05m-5f62704c8f6fc395fe40c46ac37687a2 av-styling-no-styling avia-align-left  avia-builder-el-35  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4786 avia-img-lazy-loading-not-4786 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-pois-square@4x-80x80.png\" alt='' title='lake-pois-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-pois-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-pois-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-pois-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-pois-square@4x-690x684.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcglz6wo-6f682deb826967c1901ca95ae47381ab '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Points of interest<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-kstejf-c3ff7254d9243d5a18a38a9be739c004 av_one_fourth  avia-builder-el-37  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcglzh5r-1a7e798041991ca18b5615ce3cffffd9\">\n.avia-image-container.av-lcglzh5r-1a7e798041991ca18b5615ce3cffffd9 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcglzh5r-1a7e798041991ca18b5615ce3cffffd9 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcglzh5r-1a7e798041991ca18b5615ce3cffffd9 av-styling-no-styling avia-align-left  avia-builder-el-38  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4788 avia-img-lazy-loading-not-4788 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-opinion-square@4x-80x80.png\" alt='' title='lake-opinion-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-opinion-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-opinion-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-opinion-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-opinion-square@4x-691x684.png 691w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcglzmyh-1e648bc66e4da89f0bd2003b809273ad '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Surveys<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-fctxmj-76776c798c2f3b1c1ee4a92015cf9482 av_one_fourth  avia-builder-el-40  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-efbvez-ab0876ee40a49c6530a6574ea9029354\">\n.avia-image-container.av-efbvez-ab0876ee40a49c6530a6574ea9029354 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-efbvez-ab0876ee40a49c6530a6574ea9029354 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-efbvez-ab0876ee40a49c6530a6574ea9029354 av-styling-no-styling avia-align-left  avia-builder-el-41  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4796 avia-img-lazy-loading-not-4796 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-companies-square@4x-80x80.png\" alt='' title='lake-companies-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-companies-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-companies-square@4x-300x300.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-companies-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-companies-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-companies-square@4x.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-d1n8zf-b1dfa00daf330438771f0190814197bb '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Companies<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-8hi1i3-631bf9f02453fb7c79bf9ecc14905350 av_one_fourth  avia-builder-el-43  el_after_av_one_fourth  el_before_av_one_fourth  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgm6mx6-53d693816019128133b1f43201b2d318\">\n.avia-image-container.av-lcgm6mx6-53d693816019128133b1f43201b2d318 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgm6mx6-53d693816019128133b1f43201b2d318 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcgm6mx6-53d693816019128133b1f43201b2d318 av-styling-no-styling avia-align-left  avia-builder-el-44  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4792 avia-img-lazy-loading-not-4792 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobility-square@4x-80x80.png\" alt='' title='lake-mobility-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobility-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobility-square@4x-300x300.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobility-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobility-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-mobility-square@4x.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgm6srs-e3c2b0944d5e68a3925c755b369aa129 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Mobility<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-b0kxmj-4191a7acddfafc7540d84e3e070d937d av_one_fourth  avia-builder-el-46  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-9teku3-5e56f59651ab8859e87a306969110dce\">\n.avia-image-container.av-9teku3-5e56f59651ab8859e87a306969110dce img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-9teku3-5e56f59651ab8859e87a306969110dce .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-9teku3-5e56f59651ab8859e87a306969110dce av-styling-no-styling avia-align-left  avia-builder-el-47  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4790 avia-img-lazy-loading-not-4790 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-open-data-square@4x-80x80.png\" alt='' title='lake-open-data-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-open-data-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-open-data-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-open-data-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-open-data-square@4x-690x684.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-7k9esr-3d4df986519b2a69e1a4eb6982054748 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Events<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-6ge84r-a1df780c3081b37b09f5e60c0741556a av_one_fourth  avia-builder-el-49  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4acxvf-f88988d86089fcca0ef4796ba942bea0\">\n.avia-image-container.av-4acxvf-f88988d86089fcca0ef4796ba942bea0 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-4acxvf-f88988d86089fcca0ef4796ba942bea0 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-4acxvf-f88988d86089fcca0ef4796ba942bea0 av-styling-no-styling avia-align-left  avia-builder-el-50  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4780 avia-img-lazy-loading-not-4780 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-spending-square@4x-80x80.png\" alt='' title='lake-spending-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-spending-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-spending-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-spending-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-spending-square@4x-690x684.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-2tgkrv-6c7b224f98432f3f73c0a55b75ee690e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Consumption<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-6x5siz-58e5e8be67b170485b688525ab7c2ce3 av_one_fourth  avia-builder-el-52  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgm75qd-2fe17019da394a7af84ecfd72db4fa66\">\n.avia-image-container.av-lcgm75qd-2fe17019da394a7af84ecfd72db4fa66 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgm75qd-2fe17019da394a7af84ecfd72db4fa66 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcgm75qd-2fe17019da394a7af84ecfd72db4fa66 av-styling-no-styling avia-align-left  avia-builder-el-53  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4778 avia-img-lazy-loading-not-4778 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-traffic-square@4x-80x80.png\" alt='' title='lake-traffic-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-traffic-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-traffic-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-traffic-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-traffic-square@4x-690x684.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgm7boo-4753da7f3d847e4ca9931855720c8113 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Traffic<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-68mayz-d2837725641d188470b8651a2deb7a40 av_one_fourth  avia-builder-el-55  el_after_av_one_fourth  el_before_av_one_fourth  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgm7nz7-fee301e6485b45453617408fa9fa93d5\">\n.avia-image-container.av-lcgm7nz7-fee301e6485b45453617408fa9fa93d5 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgm7nz7-fee301e6485b45453617408fa9fa93d5 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcgm7nz7-fee301e6485b45453617408fa9fa93d5 av-styling-no-styling avia-align-left  avia-builder-el-56  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4782 avia-img-lazy-loading-not-4782 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-real-state-square@4x-80x80.png\" alt='' title='lake-real-state-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-real-state-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-real-state-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-real-state-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-real-state-square@4x-690x684.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgm7sps-3b65c88687a63346936e439873b2af7b '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Real State<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-4mo6nv-58f93d05cd137c0f36e927496bdef547 av_one_fourth  avia-builder-el-58  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgm88f6-c6e8bcc4cb76019c25e2ab97e6f5392b\">\n.avia-image-container.av-lcgm88f6-c6e8bcc4cb76019c25e2ab97e6f5392b img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgm88f6-c6e8bcc4cb76019c25e2ab97e6f5392b .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcgm88f6-c6e8bcc4cb76019c25e2ab97e6f5392b av-styling-no-styling avia-align-left  avia-builder-el-59  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4784 avia-img-lazy-loading-not-4784 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-polls-square@4x-80x80.png\" alt='' title='lake-polls-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-polls-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-polls-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-polls-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-polls-square@4x-690x684.png 690w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgm8dlo-3e88d12d5af4629aab3cebcab55633d6 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Opinion<\/strong><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-372rdn-51cd2538370f46793ef7268477b50256 av_one_fourth  avia-builder-el-61  el_after_av_one_fourth  avia-builder-el-last  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lcgm8tbc-1deeff3ba0e1d352f4fa68e163dabe9e\">\n.avia-image-container.av-lcgm8tbc-1deeff3ba0e1d352f4fa68e163dabe9e img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lcgm8tbc-1deeff3ba0e1d352f4fa68e163dabe9e .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lcgm8tbc-1deeff3ba0e1d352f4fa68e163dabe9e av-styling-no-styling avia-align-left  avia-builder-el-62  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4776 avia-img-lazy-loading-not-4776 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-weather-square@4x-80x80.png\" alt='' title='lake-weather-square@4x'  height=\"80\" width=\"80\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-weather-square@4x-80x80.png 80w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-weather-square@4x-300x300.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-weather-square@4x-36x36.png 36w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-weather-square@4x-180x180.png 180w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-weather-square@4x.png 691w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lcgm904m-6ab6bf8258f407d3e3cbd208411946a3 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Meteorology<\/strong><\/p>\n<\/div><\/section><\/p><\/div>\n<\/p>\n[av_section min_height='' min_height_pc='25' min_height_px='500px' shadow='no-border-styling' bottom_border='no-border-styling' bottom_border_diagonal_color='#333333' bottom_border_diagonal_direction='' bottom_border_style='' padding='default' custom_margin='0px' custom_margin_sync='true' av-desktop-custom_margin='' av-desktop-custom_margin_sync='true' av-medium-custom_margin='' av-medium-custom_margin_sync='true' av-small-custom_margin='' av-small-custom_margin_sync='true' av-mini-custom_margin='' av-mini-custom_margin_sync='true' svg_div_top='' svg_div_top_color='#333333' svg_div_top_width='100' svg_div_top_height='50' svg_div_top_max_height='none' svg_div_top_opacity='' svg_div_bottom='' svg_div_bottom_color='#333333' svg_div_bottom_width='100' svg_div_bottom_height='50' svg_div_bottom_max_height='none' svg_div_bottom_opacity='' color='alternate_color' background='bg_color' custom_bg='' background_gradient_direction='vertical' background_gradient_color1='#000000' background_gradient_color2='#ffffff' background_gradient_color3='' src='' attachment='' attachment_size='' attach='scroll' position='top left' repeat='no-repeat' video='' video_ratio='16:9' overlay_opacity='0.5' overlay_color='' overlay_pattern='' overlay_custom_pattern='' custom_arrow_bg='' css_position_z_index='' av-desktop-css_position_z_index='' av-medium-css_position_z_index='' av-small-css_position_z_index='' av-mini-css_position_z_index='' id='' custom_class='' template_class='' aria_label='' av_element_hidden_in_editor='0' av_uid='av-7qbgah' sc_version='1.0']\n\n[av_one_full first min_height='' vertical_alignment='av-align-top' space='' row_boxshadow='' row_boxshadow_width='10' row_boxshadow_color='' custom_margin='' margin='0px' av-desktop-margin='' av-medium-margin='' av-small-margin='' av-mini-margin='' mobile_breaking='' mobile_column_order='' border='' border_style='solid' border_color='' radius='' min_col_height='' padding='' av-desktop-padding='' av-medium-padding='' av-small-padding='' av-mini-padding='' svg_div_top='' svg_div_top_color='#333333' svg_div_top_width='100' svg_div_top_height='50' svg_div_top_max_height='none' svg_div_top_flip='' svg_div_top_invert='' svg_div_top_front='' svg_div_top_opacity='' svg_div_top_preview='' svg_div_bottom='' svg_div_bottom_color='#333333' svg_div_bottom_width='100' svg_div_bottom_height='50' svg_div_bottom_max_height='none' svg_div_bottom_flip='' svg_div_bottom_invert='' svg_div_bottom_front='' svg_div_bottom_opacity='' svg_div_bottom_preview='' column_boxshadow='' column_boxshadow_width='10' column_boxshadow_color='' background='bg_color' background_color='' background_gradient_direction='vertical' background_gradient_color1='#000000' background_gradient_color2='#ffffff' background_gradient_color3='' src='' background_position='top left' background_repeat='no-repeat' highlight='' highlight_size='' animation='' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' css_position='' css_position_location='' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location='' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location='' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location='' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location='' av-mini-css_position_z_index='' link='' linktarget='' link_hover='' title_attr='' alt_attr='' mobile_display='' mobile_col_pos='0' id='' custom_class='' template_class='' aria_label='' av_uid='av-imdxl' sc_version='1.0']\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5x7vqa' sc_version='1.0' admin_preview_bg='']\n<h2><strong>Geographical level of indicators<\/strong><\/h2>\n[\/av_textblock]\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5x9bdq' sc_version='1.0' admin_preview_bg='']\nAbacus Consulting cuenta con una base de datos de indicadores calculada a cualquier nivel geogr\u00e1fico.\n[\/av_textblock]\n\n[\/av_one_full][av_one_third first min_height='' vertical_alignment='av-align-top' space='' row_boxshadow='' row_boxshadow_width='10' row_boxshadow_color='' custom_margin='' margin='0px' av-desktop-margin='' av-medium-margin='' av-small-margin='' av-mini-margin='' mobile_breaking='' mobile_column_order='' border='' border_style='solid' border_color='' radius='' min_col_height='' padding='' av-desktop-padding='' av-medium-padding='' av-small-padding='' av-mini-padding='' svg_div_top='' svg_div_top_color='#333333' svg_div_top_width='100' svg_div_top_height='50' svg_div_top_max_height='none' svg_div_top_flip='' svg_div_top_invert='' svg_div_top_front='' svg_div_top_opacity='' svg_div_top_preview='' svg_div_bottom='' svg_div_bottom_color='#333333' svg_div_bottom_width='100' svg_div_bottom_height='50' svg_div_bottom_max_height='none' svg_div_bottom_flip='' svg_div_bottom_invert='' svg_div_bottom_front='' svg_div_bottom_opacity='' svg_div_bottom_preview='' column_boxshadow='' column_boxshadow_width='10' column_boxshadow_color='' background='bg_color' background_color='' background_gradient_direction='vertical' background_gradient_color1='#000000' background_gradient_color2='#ffffff' background_gradient_color3='' src='' background_position='top left' background_repeat='no-repeat' highlight='' highlight_size='' animation='' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' css_position='' css_position_location='' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location='' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location='' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location='' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location='' av-mini-css_position_z_index='' link='' linktarget='' link_hover='' title_attr='' alt_attr='' mobile_display='' mobile_col_pos='0' id='' custom_class='' template_class='' aria_label='' av_uid='av-45cynt' sc_version='1.0']\n\n[av_image src='https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/02\/level-group-1@2x.png' attachment='7605' attachment_size='full' copyright='' caption='' image_size='' styling='' box_shadow='none' box_shadow_width='10' box_shadow_color='' align='left' font_size='' overlay_opacity='0.4' overlay_color='#000000' overlay_text_color='#ffffff' animation='bottom-to-top' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' hover='' blur_image='' grayscale_image='' fade_image='' appearance='' css_position='' css_position_location=',,,' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location=',,,' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location=',,,' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location=',,,' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location=',,,' av-mini-css_position_z_index='' transform_perspective='' transform_rotation=',,,' transform_scale=',,' transform_skew=',' transform_translate=',,' av-desktop-transform_perspective='' av-desktop-transform_rotation=',,,' av-desktop-transform_scale=',,' av-desktop-transform_skew=',' av-desktop-transform_translate=',,' av-medium-transform_perspective='' av-medium-transform_rotation=',,,' av-medium-transform_scale=',,' av-medium-transform_skew=',' av-medium-transform_translate=',,' av-small-transform_perspective='' av-small-transform_rotation=',,,' av-small-transform_scale=',,' av-small-transform_skew=',' av-small-transform_translate=',,' av-mini-transform_perspective='' av-mini-transform_rotation=',,,' av-mini-transform_scale=',,' av-mini-transform_skew=',' av-mini-transform_translate=',,' mask_overlay='' mask_overlay_shape='blob' mask_overlay_size='contain' mask_overlay_scale='100%' mask_overlay_position='center center' mask_overlay_repeat='no-repeat' mask_overlay_rotate='' mask_overlay_rad_shape='circle' mask_overlay_rad_position='center center' mask_overlay_opacity1='0' mask_overlay_opacity2='1' mask_overlay_opacity3='' link='' target='' title_attr='' alt_attr='' img_scrset='' lazy_loading='disabled' id='' custom_class='' template_class='' av_element_hidden_in_editor='0' av_uid='av-le5y2vjo' sc_version='1.0' admin_preview_bg=''][\/av_image]\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5y3jer' sc_version='1.0' admin_preview_bg='']\n<h3><strong>Autonomous region and province<\/strong><\/h3>\n[\/av_textblock]\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5ylmrv' sc_version='1.0' admin_preview_bg='']\nAll types of territorial statistics aggregated at national and regional level.\n[\/av_textblock]\n\n[\/av_one_third][av_one_third min_height='' vertical_alignment='av-align-top' space='' row_boxshadow_width='10' row_boxshadow_color='' margin='0px' margin_sync='true' av-desktop-margin='' av-desktop-margin_sync='true' av-medium-margin='' av-medium-margin_sync='true' av-small-margin='' av-small-margin_sync='true' av-mini-margin='' av-mini-margin_sync='true' mobile_breaking='' mobile_column_order='' border='' border_style='solid' border_color='' radius='' radius_sync='true' min_col_height='' padding='' padding_sync='true' av-desktop-padding='' av-desktop-padding_sync='true' av-medium-padding='' av-medium-padding_sync='true' av-small-padding='' av-small-padding_sync='true' av-mini-padding='' av-mini-padding_sync='true' svg_div_top='' svg_div_top_color='#333333' svg_div_top_width='100' svg_div_top_height='50' svg_div_top_max_height='none' svg_div_top_opacity='' svg_div_bottom='' svg_div_bottom_color='#333333' svg_div_bottom_width='100' svg_div_bottom_height='50' svg_div_bottom_max_height='none' svg_div_bottom_opacity='' column_boxshadow_width='10' column_boxshadow_color='' background='bg_color' background_color='' background_gradient_direction='vertical' background_gradient_color1='#000000' background_gradient_color2='#ffffff' background_gradient_color3='' src='' attachment='' attachment_size='' background_position='top left' background_repeat='no-repeat' highlight_size='1.1' animation='' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' css_position='' css_position_location=',,,' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location=',,,' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location=',,,' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location=',,,' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location=',,,' av-mini-css_position_z_index='' link='' linktarget='' link_hover='' title_attr='' alt_attr='' mobile_display='' mobile_col_pos='0' id='' custom_class='' template_class='' aria_label='' av_uid='av-le5yf3tz' sc_version='1.0']\n\n[av_image src='https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/02\/level-group-2@2x.png' attachment='7603' attachment_size='full' copyright='' caption='' image_size='' styling='' box_shadow='none' box_shadow_width='10' box_shadow_color='' align='left' font_size='' overlay_opacity='0.4' overlay_color='#000000' overlay_text_color='#ffffff' animation='bottom-to-top' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' hover='' blur_image='' grayscale_image='' fade_image='' appearance='' css_position='' css_position_location=',,,' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location=',,,' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location=',,,' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location=',,,' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location=',,,' av-mini-css_position_z_index='' transform_perspective='' transform_rotation=',,,' transform_scale=',,' transform_skew=',' transform_translate=',,' av-desktop-transform_perspective='' av-desktop-transform_rotation=',,,' av-desktop-transform_scale=',,' av-desktop-transform_skew=',' av-desktop-transform_translate=',,' av-medium-transform_perspective='' av-medium-transform_rotation=',,,' av-medium-transform_scale=',,' av-medium-transform_skew=',' av-medium-transform_translate=',,' av-small-transform_perspective='' av-small-transform_rotation=',,,' av-small-transform_scale=',,' 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font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5yfznv' sc_version='1.0' admin_preview_bg='']\n<h3><strong>Municipality and zip code<\/strong><\/h3>\n[\/av_textblock]\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5yoqnh' sc_version='1.0' admin_preview_bg='']\nWe have aggregated data at the municipality and zip code level.\n[\/av_textblock]\n\n[\/av_one_third][av_one_third min_height='' vertical_alignment='av-align-top' space='' row_boxshadow_width='10' row_boxshadow_color='' margin='0px' margin_sync='true' av-desktop-margin='' av-desktop-margin_sync='true' av-medium-margin='' av-medium-margin_sync='true' av-small-margin='' av-small-margin_sync='true' av-mini-margin='' av-mini-margin_sync='true' mobile_breaking='' 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custom_class='' template_class='' aria_label='' av_uid='av-23c50p' sc_version='1.0']\n\n[av_image src='https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/02\/level-group-3@2x.png' attachment='7601' attachment_size='full' copyright='' caption='' image_size='' styling='' box_shadow='none' box_shadow_width='10' box_shadow_color='' align='left' font_size='' overlay_opacity='0.4' overlay_color='#000000' overlay_text_color='#ffffff' animation='bottom-to-top' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' hover='' blur_image='' grayscale_image='' fade_image='' appearance='' css_position='' css_position_location=',,,' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location=',,,' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location=',,,' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location=',,,' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location=',,,' av-mini-css_position_z_index='' transform_perspective='' transform_rotation=',,,' transform_scale=',,' transform_skew=',' transform_translate=',,' av-desktop-transform_perspective='' av-desktop-transform_rotation=',,,' av-desktop-transform_scale=',,' av-desktop-transform_skew=',' av-desktop-transform_translate=',,' av-medium-transform_perspective='' av-medium-transform_rotation=',,,' av-medium-transform_scale=',,' av-medium-transform_skew=',' av-medium-transform_translate=',,' av-small-transform_perspective='' av-small-transform_rotation=',,,' av-small-transform_scale=',,' av-small-transform_skew=',' av-small-transform_translate=',,' av-mini-transform_perspective='' av-mini-transform_rotation=',,,' av-mini-transform_scale=',,' av-mini-transform_skew=',' av-mini-transform_translate=',,' mask_overlay='' mask_overlay_shape='blob' mask_overlay_size='contain' mask_overlay_scale='100%' mask_overlay_position='center center' mask_overlay_repeat='no-repeat' mask_overlay_rotate='' mask_overlay_rad_shape='circle' mask_overlay_rad_position='center center' mask_overlay_opacity1='0' mask_overlay_opacity2='1' mask_overlay_opacity3='' link='' target='' title_attr='' alt_attr='' img_scrset='' lazy_loading='disabled' id='' custom_class='' template_class='' av_element_hidden_in_editor='0' av_uid='av-le5yg840' sc_version='1.0' admin_preview_bg=''][\/av_image]\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5yggnd' sc_version='1.0' admin_preview_bg='']\n<h3><strong>Census section and portal<\/strong><\/h3>\n[\/av_textblock]\n\n[av_textblock textblock_styling_align='' textblock_styling='' textblock_styling_gap='' textblock_styling_mobile='' size='' av-desktop-font-size='' av-medium-font-size='' av-small-font-size='' av-mini-font-size='' font_color='' color='' id='' custom_class='' template_class='' av_uid='av-le5yjyc6' sc_version='1.0' admin_preview_bg='']\nDetailed information at district, neighborhood and portal level, and aggregated by gender, age, income...\n[\/av_textblock]\n\n[\/av_one_third][av_one_full first min_height='' vertical_alignment='av-align-top' space='' row_boxshadow='' row_boxshadow_width='10' row_boxshadow_color='' custom_margin='' margin='0px' av-desktop-margin='' av-medium-margin='' av-small-margin='' av-mini-margin='' mobile_breaking='' mobile_column_order='' border='' border_style='solid' border_color='' radius='' min_col_height='' padding='' av-desktop-padding='' av-medium-padding='' av-small-padding='' av-mini-padding='' svg_div_top='' svg_div_top_color='#333333' svg_div_top_width='100' svg_div_top_height='50' svg_div_top_max_height='none' svg_div_top_flip='' svg_div_top_invert='' svg_div_top_front='' svg_div_top_opacity='' svg_div_top_preview='' svg_div_bottom='' svg_div_bottom_color='#333333' svg_div_bottom_width='100' svg_div_bottom_height='50' svg_div_bottom_max_height='none' svg_div_bottom_flip='' svg_div_bottom_invert='' svg_div_bottom_front='' svg_div_bottom_opacity='' svg_div_bottom_preview='' column_boxshadow='' column_boxshadow_width='10' column_boxshadow_color='' background='bg_color' background_color='' background_gradient_direction='vertical' background_gradient_color1='#000000' background_gradient_color2='#ffffff' background_gradient_color3='' src='' background_position='top left' background_repeat='no-repeat' highlight='' highlight_size='' animation='' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' parallax_parallax='' parallax_parallax_speed='' av-desktop-parallax_parallax='' av-desktop-parallax_parallax_speed='' av-medium-parallax_parallax='' av-medium-parallax_parallax_speed='' av-small-parallax_parallax='' av-small-parallax_parallax_speed='' av-mini-parallax_parallax='' av-mini-parallax_parallax_speed='' css_position='' css_position_location='' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location='' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location='' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location='' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location='' av-mini-css_position_z_index='' link='' linktarget='' link_hover='' title_attr='' alt_attr='' mobile_display='' mobile_col_pos='0' id='' custom_class='' template_class='' aria_label='' av_uid='av-2l5n5l' sc_version='1.0']\n\n[av_button label='Expansion plan' icon_select='yes' icon='ue827' font='entypo-fontello' link='portfolio,3703' link_target='' size='large' position='left' label_display='' title_attr='' size-text='' av-desktop-font-size-text='' av-medium-font-size-text='' av-small-font-size-text='' av-mini-font-size-text='' margin='' margin_sync='true' padding='' padding_sync='true' av-desktop-margin='' av-desktop-margin_sync='true' av-desktop-padding='' av-desktop-padding_sync='true' av-medium-margin='' av-medium-margin_sync='true' av-medium-padding='' av-medium-padding_sync='true' av-small-margin='' av-small-margin_sync='true' av-small-padding='' av-small-padding_sync='true' av-mini-margin='' av-mini-margin_sync='true' av-mini-padding='' av-mini-padding_sync='true' color_options='' color='theme-color' custom_bg='#444444' custom_font='#ffffff' btn_color_bg='theme-color' btn_custom_grad_direction='vertical' btn_custom_grad_1='#000000' btn_custom_grad_2='#ffffff' btn_custom_grad_3='' btn_custom_grad_opacity='0.7' btn_custom_bg='#444444' btn_color_bg_hover='theme-color-highlight' btn_custom_bg_hover='#444444' btn_color_font='theme-color' btn_custom_font='#ffffff' btn_color_font_hover='white' btn_custom_font_hover='#ffffff' border='' border_width='' border_width_sync='true' border_color='' border_radius='' border_radius_sync='true' box_shadow='' box_shadow_style='0px,0px,0px,0px' box_shadow_color='' animation='' animation_duration='' animation_custom_bg_color='' animation_z_index_curtain='100' hover_opacity='' sonar_effect_effect='' sonar_effect_color='' sonar_effect_duration='1' sonar_effect_scale='' sonar_effect_opac='0.5' css_position='' css_position_location=',,,' css_position_z_index='' av-desktop-css_position='' av-desktop-css_position_location=',,,' av-desktop-css_position_z_index='' av-medium-css_position='' av-medium-css_position_location=',,,' av-medium-css_position_z_index='' av-small-css_position='' av-small-css_position_location=',,,' av-small-css_position_z_index='' av-mini-css_position='' av-mini-css_position_location=',,,' av-mini-css_position_z_index='' id='' custom_class='' template_class='' av_uid='av-le8npt82' sc_version='1.0' admin_preview_bg='']\n\n[\/av_one_full][\/av_section]\n<div id='av_section_4'  class='avia-section av-74i2ez-e37f5d932d687c6f63cec3f5146bd966 main_color avia-section-default avia-no-border-styling  avia-builder-el-65  el_after_av_postcontent  avia-builder-el-last  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-5714'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-3ts8e3-80a134740944dde1c9999a9ad0db93d6 av_two_third  avia-builder-el-66  el_before_av_one_third  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-lchuwm3c-e50df4ee46fd34b24626e4682eac2f8d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2><strong>No large company can afford not to extract value from massive data.<\/strong><\/h2>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lchuxq8e-5409575ed4a622fecaefeb16abfbbf66 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Companies have the data on their activity, but to evaluate their performance and identify new opportunities, they need external data to give them context.<\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lchuyvbi-1d27122f296aa8a40b18c5d14c90f2e2\">\n.avia-image-container.av-lchuyvbi-1d27122f296aa8a40b18c5d14c90f2e2 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lchuyvbi-1d27122f296aa8a40b18c5d14c90f2e2 .av-caption-image-overlay-bg{\nopacity:0.1;\nbackground-color:#ffffff;\n}\n.avia-image-container.av-lchuyvbi-1d27122f296aa8a40b18c5d14c90f2e2 .av-image-caption-overlay-center{\ncolor:#0a0a0a;\nfont-size:16px;\n}\n<\/style>\n<div  class='avia-image-container av-lchuyvbi-1d27122f296aa8a40b18c5d14c90f2e2 av-styling-no-styling avia_animated_image av-animated-when-visible-95 bottom-to-top avia-align-left  avia-builder-el-69  el_after_av_textblock  el_before_av_textblock  lake-tooltip noHover av-overlay-hover-deactivate'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><div class=\"av-image-caption-overlay\"><div class=\"av-caption-image-overlay-bg\"><\/div><div class=\"av-image-caption-overlay-position\"><div class=\"av-image-caption-overlay-center\"><p>HOW<\/p>\n<\/div><\/div><\/div><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4701 avia-img-lazy-loading-not-4701 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/tooltip-small.png\" alt='' title='tooltip-small'  height=\"68\" width=\"102\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-leelx5bf-fb06e01fccc3bcb30ae8bf7c71720821 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Data and security at your fingertips<\/h3>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-3n93vv-86100523ac16bd8fd27f1923f2e40788 av_one_third  avia-builder-el-71  el_after_av_two_third  el_before_av_one_third  flex_column_div  '     ><\/div><div  class='flex_column av-1ghvzf-66091ccbc3d0154772283e64043b7b05 av_one_third  avia-builder-el-72  el_after_av_one_third  el_before_av_one_third  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-c1wljf-c6a682426ac62a6ec890fd4cc3897303\">\n.avia-image-container.av-c1wljf-c6a682426ac62a6ec890fd4cc3897303 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-c1wljf-c6a682426ac62a6ec890fd4cc3897303 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-c1wljf-c6a682426ac62a6ec890fd4cc3897303 av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-73  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4848 avia-img-lazy-loading-not-4848 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-gobernance@4x-300x223.png\" alt='' title='lake-icon-gobernance@4x'  height=\"223\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-gobernance@4x-300x223.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-gobernance@4x-1030x765.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-gobernance@4x-768x570.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-gobernance@4x-705x523.png 705w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-gobernance@4x.png 1331w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-a77mcr-cd1634cf723d0dd452ebb69ed176c921 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h4>Establishing governance<\/h4>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-97iwcr-788f62fcdf7696b36eb958c6585cb364 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><strong>Abacus Consulting<\/strong> has established processes, standards and metrics to ensure that the data can fulfill its intended purpose correctly and securely.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-883e57-c42c8f97fe4761ab3ed1b09038d480d2 av_one_third  avia-builder-el-76  el_after_av_one_third  el_before_av_one_third  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lchvg1bt-38a6dd7da598c46838333bf233fc2318\">\n.avia-image-container.av-lchvg1bt-38a6dd7da598c46838333bf233fc2318 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lchvg1bt-38a6dd7da598c46838333bf233fc2318 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lchvg1bt-38a6dd7da598c46838333bf233fc2318 av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-77  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4850 avia-img-lazy-loading-not-4850 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-catalog@4x-300x223.png\" alt='' title='lake-icon-catalog@4x'  height=\"223\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-catalog@4x-300x223.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-catalog@4x-1030x765.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-catalog@4x-768x570.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-catalog@4x-705x523.png 705w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-catalog@4x.png 1331w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lchvgdua-cfa9e6d488575090f7a2b9882d293359 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h4>Creating a data catalog<\/h4>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lchvh9cd-5e7f54cc87b0fd298ab093b1e032a178 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>It is the source of information about the data that exists within our data lake to facilitate access to interested parties inside and outside <strong>Abacus Consulting<\/strong>.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-33m8cr-d3e6250cb279f0bcc074d57f27d833a2 av_one_third  avia-builder-el-80  el_after_av_one_third  el_before_av_one_third  flex_column_div  column-top-margin'     ><\/div><div  class='flex_column av-5iwdmz-13292377f0c501232962f64c108f77f6 av_one_third  avia-builder-el-81  el_after_av_one_third  el_before_av_one_third  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lchvin6l-ea2d93d92ef4d05153be259698962877\">\n.avia-image-container.av-lchvin6l-ea2d93d92ef4d05153be259698962877 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lchvin6l-ea2d93d92ef4d05153be259698962877 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lchvin6l-ea2d93d92ef4d05153be259698962877 av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-82  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4846 avia-img-lazy-loading-not-4846 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-search@4x-300x222.png\" alt='' title='lake-icon-search@4x'  height=\"222\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-search@4x-300x222.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-search@4x-1030x764.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-search@4x-768x570.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-search@4x-705x523.png 705w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-search@4x.png 1331w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lchvj7yo-7ef28f012e5ce648d172af70f0060085 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h4>Enabling agile search<\/h4>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lchvjwpa-83223757e277c307845a847e880b1afb '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>The data lake&#8217;s powerful search functionality includes the ability to find data assets based on characteristics such as size, date of origin and content.<\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-cjhkr-c463d1f8cbd7b6f2f28b7ad22d2d1032 av_one_third  avia-builder-el-85  el_after_av_one_third  el_before_av_one_third  flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lchviuvg-c549641c8817fe228bd4e97e062b7b9c\">\n.avia-image-container.av-lchviuvg-c549641c8817fe228bd4e97e062b7b9c img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lchviuvg-c549641c8817fe228bd4e97e062b7b9c .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lchviuvg-c549641c8817fe228bd4e97e062b7b9c av-styling- avia_animated_image av-animated-when-visible-95 top-to-bottom avia-align-center  avia-builder-el-86  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-4844 avia-img-lazy-loading-not-4844 avia_image ' src=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-security@4x-300x222.png\" alt='' title='lake-icon-security@4x'  height=\"222\" width=\"300\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-security@4x-300x222.png 300w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-security@4x-1030x764.png 1030w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-security@4x-768x570.png 768w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-security@4x-705x523.png 705w, https:\/\/abacus-consulting.net\/wp-content\/uploads\/2023\/01\/lake-icon-security@4x.png 1331w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-lchvka96-144fec2fbd4d96ec3eb7eceb16701333 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h4>Ensuring safety<\/h4>\n<\/div><\/section><br \/>\n<section  class='av_textblock_section av-lchvkx7i-a28e508b01743866086c6d49bd4d6b08 '   itemscope=\"itemscope\" 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