{"id":1301,"date":"2020-03-13T10:42:41","date_gmt":"2020-03-13T09:42:41","guid":{"rendered":"http:\/\/wissensbasiert.de\/?post_type=avada_portfolio&#038;p=1301"},"modified":"2021-09-09T08:12:10","modified_gmt":"2021-09-09T07:12:10","slug":"strukturdatenbank","status":"publish","type":"avada_portfolio","link":"https:\/\/wissensbasiert.de\/en\/projekt\/structure-database\/","title":{"rendered":"Structural database"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_3_5 3_5 fusion-three-fifth fusion-column-first\" style=\"--awb-bg-size:cover;width:60%;width:calc(60% - ( ( 4% ) * 0.6 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h5 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:25;line-height:1.5;\">Determination of structural data for the transport model of the city of Berlin<\/h5><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-bottom:15px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-sep-color:#000000;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:18;--minFontSize:18;line-height:1.5;\">Project description<\/h3><\/div><div class=\"fusion-text fusion-text-1\"><p>The Berlin Senate Department for the Environment, Transport and Climate Protection (SenUVK) regularly models the status quo of Berlin's transport system and, based on this, forecasts future transport development, also taking into account planned measures that are anchored in the Urban Development Plan for Transport (StEP Vekehr) and the Berlin Mobility Act. The transport model is used to assess the effects of projects and thus forms an important component of planning and political decision-making. This is associated with high demands on the quality of the transport model. On the one hand, the quality of the model plays an important role, i.e. mathematical modelling approaches must be correctly selected and used. On the other hand, a valid transport model requires a structured data basis, because only with reliable data can the transport model generate plausible results.<\/p>\n<p>With a view to a new modelling cycle, the data basis, the structural database, is to be reviewed and updated. in this regard, I support SenUVK, together with VMZ, in order to create a sound and high-quality database in nine subject areas. The subject areas are broadly diversified, complex in terms of content and require a large knowledge base in order to be able to describe them adequately. This is particularly true because, in addition to the status quo, represented by data from 2019, structural data for the year 2035 is to be derived. The subject areas range from residents and employees to social and leisure infrastructures. For the structural database, we use official data, statistics from public authorities, crowd data and, with mobile phone data, big data.<\/p>\n<p>Within the scope of the project, I am working on several of the above-mentioned topics and am mainly responsible for data source identification and indexing, including both quantitative and qualitative indexing approaches, including discussions with experts.<\/p>\n<h6>(Note: The project descriptions modified by me and presented here have been created jointly by the respective project participants).<\/h6>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-bottom:15px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-sep-color:#000000;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:18;--minFontSize:18;line-height:1.5;\">Further information<\/h3><\/div><div class=\"fusion-text fusion-text-2\"><p><div class=\"fusion-fa-align-left\"><i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa fa-home circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:15px;--awb-margin-right:7.5px;\"><\/i><\/div> <a href=\"https:\/\/www.berlin.de\/senuvk\/verkehr\/datengrundlagen\/verkehrsmodell\/\" target=\"_blank\" rel=\"noopener noreferrer\">SenUVK &#8211; Traffic model<\/a><\/p>\n<p><div class=\"fusion-fa-align-left\"><i class=\"fb-icon-element-2 fb-icon-element fontawesome-icon fa fa-download circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:15px;--awb-margin-right:7.5px;\"><\/i><\/div> internal expertise\/preliminary work<\/p>\n<\/div><div class=\"fusion-modal modal fade modal-1 Kontakt\" tabindex=\"-1\" role=\"dialog\" aria-labelledby=\"modal-heading-1\" aria-hidden=\"true\" style=\"--awb-border-color:#03a9f4;--awb-background:#ffffff;\"><div class=\"modal-dialog modal-sm\" role=\"document\"><div class=\"modal-content fusion-modal-content\"><div class=\"modal-header\"><button class=\"close\" type=\"button\" data-dismiss=\"modal\" aria-hidden=\"true\" aria-label=\"Schlie\u00dfen\">\u00d7<\/button><h3 class=\"modal-title\" id=\"modal-heading-1\" data-dismiss=\"modal\" aria-hidden=\"true\">Dr Paul Hebes<\/h3><\/div><div class=\"modal-body fusion-clearfix\">\n<p style=\"text-align: center;\"><div class=\"fusion-fa-align-center\"><i class=\"fb-icon-element-3 fb-icon-element fontawesome-icon fa fa-phone circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:20px;\"><\/i><\/div>\n<p style=\"text-align: center;\">+49 (0)30 91902603<\/p>\n<p style=\"text-align: center;\"><div class=\"fusion-fa-align-center\"><i class=\"fb-icon-element-4 fb-icon-element fontawesome-icon fa fa-mobile circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:20px;\"><\/i><\/div>\n<p style=\"text-align: center;\">+49 (0)1522 9742947<\/p>\n<p style=\"text-align: center;\"><div class=\"fusion-fa-align-center\"><i class=\"fb-icon-element-5 fb-icon-element fontawesome-icon fa fa-envelope-o circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-circlecolor:#727272;--awb-font-size:20px;\"><\/i><\/div>\n<p style=\"text-align: center;\"><a href=\"mailto: paul.hebes@wissensbasiert.de\">paul.hebes@knowledge-based.info<\/a><\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_2_5 2_5 fusion-two-fifth fusion-column-last\" style=\"--awb-bg-size:cover;--awb-margin-bottom:5px;width:40%;width:calc(40% - ( ( 4% ) * 0.4 ) );\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-calendar-alt far\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-3\"><p style=\"text-align: center;\"><strong>Period<\/strong><\/p>\n<p style=\"text-align: center;\">March 2020 &#8211; January 2021<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:70%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-handshake far\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-4\"><p style=\"text-align: center;\"><strong>Client<\/strong><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.berlin.de\/sen\/uvk\/\"><img decoding=\"async\" class=\"lazyload alignnone wp-image-863\" src=\"http:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb.jpg\" data-orig-src=\"http:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb.jpg\" alt=\"Logo of the SenUVK\" width=\"221\" height=\"34\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27221%27%20height%3D%2734%27%20viewBox%3D%270%200%20221%2034%27%3E%3Crect%20width%3D%27221%27%20height%3D%2734%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-200x31.jpg 200w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-300x46.jpg 300w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-400x61.jpg 400w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-600x92.jpg 600w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-768x118.jpg 768w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-800x123.jpg 800w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-1024x157.jpg 1024w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb-1200x184.jpg 1200w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2018\/03\/SenUVK_flach_rgb.jpg 3148w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 221px) 100vw, 221px\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.berlin.de\/sen\/uvk\/\" target=\"_blank\" rel=\"noopener\">Berlin Senate Department for Environment, Transport and Climate Protection<\/a><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:70%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-users fas\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-5\"><p style=\"text-align: center;\"><strong>Project partners<\/strong><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"lazyload alignnone  wp-image-1303\" src=\"http:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ.png\" data-orig-src=\"http:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ.png\" alt=\"\" width=\"186\" height=\"66\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27186%27%20height%3D%2766%27%20viewBox%3D%270%200%20186%2066%27%3E%3Crect%20width%3D%27186%27%20height%3D%2766%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ-200x71.png 200w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ.png 289w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 186px) 100vw, 186px\" \/><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.vmzberlin.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">VMZ Berlin Betreibergesellschaft mbH<\/a><\/p>\n<p style=\"text-align: center;\"><strong>Further project support:<\/strong><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.vs-o-p.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Volker Schmidt \u2013 Ort + Plan<\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.baasner-stadtplaner.de\/\" target=\"_blank\" rel=\"noopener noreferrer\">Baasner Stadtplaner GmbH<\/a><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.stat.fu-berlin.de\/\" target=\"_blank\" rel=\"noopener noreferrer\">Free University Berlin, fu:stat<\/a><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:70%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-tasks fas\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-6\"><p style=\"text-align: center;\"><strong>Keywords<\/strong><\/p>\n<p style=\"text-align: center;\">Berlin<\/p>\n<p style=\"text-align: center;\">Data analysis<\/p>\n<p style=\"text-align: center;\">Traffic<\/p>\n<p style=\"text-align: center;\">Structural data<\/p>\n<p style=\"text-align: center;\">Mobile data<\/p>\n<p style=\"text-align: center;\">GIS<\/p>\n<p style=\"text-align: center;\">Tableau<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":1308,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"portfolio_category":[19],"portfolio_skills":[],"portfolio_tags":[56,17,14,55,79,64,35],"class_list":["post-1301","avada_portfolio","type-avada_portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-mobilitaet-verkehr","portfolio_tags-berlin","portfolio_tags-big-data","portfolio_tags-daten","portfolio_tags-gis","portfolio_tags-mobilfunkdaten","portfolio_tags-tableau","portfolio_tags-verkehr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Wissensbasierte Planung | Projekte | Strukturdatenbank<\/title>\n<meta name=\"description\" content=\"Projekte. 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