{"id":5844,"date":"2024-03-12T10:17:56","date_gmt":"2024-03-12T09:17:56","guid":{"rendered":"https:\/\/www.singular-it.de\/projects\/velptec-data-crawling-and-dashboarding"},"modified":"2025-04-22T15:53:48","modified_gmt":"2025-04-22T13:53:48","slug":"velptec-data-crawling-and-dashboarding","status":"publish","type":"page","link":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding","title":{"rendered":"velpTEC data crawling and dashboarding"},"content":{"rendered":"\n
\n
\n
\n
\"\"<\/figure>\n\n\n\n

Crawling and dashboarding<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n

In our project with velpTEC, the company was faced with the complex task of entering the market. In order to be successful in a market characterized by constant change and intense competition, velpTEC needed a thorough analysis of the market, customers and competition. The main challenge was to create a comprehensive basis for decision-making from the large amount of available data, which would enable the development of a targeted training offer. <\/p>\n\n\n\n

\n
<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n<\/div>\n\n\n\n
\n
\n

Individual solution<\/h3>\n\n\n\n

In the successfully completed project, we provided velpTEC with a comprehensive market analysis. To begin with, we identified diverse and relevant data sources such as existing educational offers, job advertisements, job profiles and competitor information. We then crawled all publicly accesible data and prepared it in the form of detailed analyses. These analyses, covering trends, topics and the competitive landscape, were presented in easy-to-understand, dynamic PowerBI dashboards. This gave the velpTEC team with a clear, interactive overview of the market and simplifying the decision-making process for successful market entry. <\/p>\n\n\n\n

\n
<\/div>\n\n\n\n
<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n<\/div>\n\n\n\n
\n
\n

Technology<\/h3>\n<\/div>\n\n\n\n
\n
\n
\n
\"\"<\/figure>\n\n\n\n

Selenium (web crawler)<\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"\"<\/figure>\n\n\n\n

PowerBI<\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"\"<\/figure>\n\n\n\n

SQL<\/strong><\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n\n\n\n

Python<\/strong><\/strong><\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"\"<\/figure>\n\n\n\n

MongoDB<\/strong><\/strong><\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Crawling and dashboarding In our project with velpTEC, the company was faced with the complex task of entering the market. In order to be successful in a market characterized by constant change and intense competition, velpTEC needed a thorough analysis of the market, customers and competition. The main challenge was to create a comprehensive basis […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":5815,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-wide-page-header","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"class_list":["post-5844","page","type-page","status-publish","hentry"],"yoast_head":"\nvelpTEC data crawling and dashboarding - singularIT<\/title>\n<meta name=\"description\" content=\"In cooperation with velpTec, we are working on the data crawling and dashboarding project. You can find a brief insight into this here.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"velpTEC data crawling and dashboarding - singularIT\" \/>\n<meta property=\"og:description\" content=\"In cooperation with velpTec, we are working on the data crawling and dashboarding project. You can find a brief insight into this here.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding\" \/>\n<meta property=\"og:site_name\" content=\"singularIT\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-22T13:53:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2100\" \/>\n\t<meta property=\"og:image:height\" content=\"670\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding\",\"url\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding\",\"name\":\"velpTEC data crawling and dashboarding - singularIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.singular-it.de\\\/wp-content\\\/uploads\\\/2024\\\/03\\\/velptec-logo-transparent-1024x327.png\",\"datePublished\":\"2024-03-12T09:17:56+00:00\",\"dateModified\":\"2025-04-22T13:53:48+00:00\",\"description\":\"In cooperation with velpTec, we are working on the data crawling and dashboarding project. You can find a brief insight into this here.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding#primaryimage\",\"url\":\"https:\\\/\\\/www.singular-it.de\\\/wp-content\\\/uploads\\\/2024\\\/03\\\/velptec-logo-transparent-1024x327.png\",\"contentUrl\":\"https:\\\/\\\/www.singular-it.de\\\/wp-content\\\/uploads\\\/2024\\\/03\\\/velptec-logo-transparent-1024x327.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\\\/velptec-data-crawling-and-dashboarding#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\\\/\\\/www.singular-it.de\\\/en\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Projects\",\"item\":\"https:\\\/\\\/www.singular-it.de\\\/en\\\/projects\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"velpTEC data crawling and dashboarding\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en#website\",\"url\":\"https:\\\/\\\/www.singular-it.de\\\/en\",\"name\":\"singularIT\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.singular-it.de\\\/en?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en#organization\",\"name\":\"singularIT GmbH\",\"url\":\"https:\\\/\\\/www.singular-it.de\\\/en\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.singular-it.de\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/singularIT_Logo_Transparent.png\",\"contentUrl\":\"https:\\\/\\\/www.singular-it.de\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/singularIT_Logo_Transparent.png\",\"width\":1920,\"height\":2158,\"caption\":\"singularIT GmbH\"},\"image\":{\"@id\":\"https:\\\/\\\/www.singular-it.de\\\/en#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.instagram.com\\\/singularit_de\\\/\",\"https:\\\/\\\/de.linkedin.com\\\/company\\\/singularit-gmbh\",\"https:\\\/\\\/www.kununu.com\\\/de\\\/singularit2\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"velpTEC data crawling and dashboarding - singularIT","description":"In cooperation with velpTec, we are working on the data crawling and dashboarding project. You can find a brief insight into this here.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding","og_locale":"en_US","og_type":"article","og_title":"velpTEC data crawling and dashboarding - singularIT","og_description":"In cooperation with velpTec, we are working on the data crawling and dashboarding project. You can find a brief insight into this here.","og_url":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding","og_site_name":"singularIT","article_modified_time":"2025-04-22T13:53:48+00:00","og_image":[{"width":2100,"height":670,"url":"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding","url":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding","name":"velpTEC data crawling and dashboarding - singularIT","isPartOf":{"@id":"https:\/\/www.singular-it.de\/en#website"},"primaryImageOfPage":{"@id":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding#primaryimage"},"image":{"@id":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding#primaryimage"},"thumbnailUrl":"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-1024x327.png","datePublished":"2024-03-12T09:17:56+00:00","dateModified":"2025-04-22T13:53:48+00:00","description":"In cooperation with velpTec, we are working on the data crawling and dashboarding project. You can find a brief insight into this here.","breadcrumb":{"@id":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding#primaryimage","url":"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-1024x327.png","contentUrl":"https:\/\/www.singular-it.de\/wp-content\/uploads\/2024\/03\/velptec-logo-transparent-1024x327.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.singular-it.de\/en\/projects\/velptec-data-crawling-and-dashboarding#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/www.singular-it.de\/en"},{"@type":"ListItem","position":2,"name":"Projects","item":"https:\/\/www.singular-it.de\/en\/projects"},{"@type":"ListItem","position":3,"name":"velpTEC data crawling and dashboarding"}]},{"@type":"WebSite","@id":"https:\/\/www.singular-it.de\/en#website","url":"https:\/\/www.singular-it.de\/en","name":"singularIT","description":"","publisher":{"@id":"https:\/\/www.singular-it.de\/en#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.singular-it.de\/en?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.singular-it.de\/en#organization","name":"singularIT GmbH","url":"https:\/\/www.singular-it.de\/en","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.singular-it.de\/en#\/schema\/logo\/image\/","url":"https:\/\/www.singular-it.de\/wp-content\/uploads\/2023\/11\/singularIT_Logo_Transparent.png","contentUrl":"https:\/\/www.singular-it.de\/wp-content\/uploads\/2023\/11\/singularIT_Logo_Transparent.png","width":1920,"height":2158,"caption":"singularIT GmbH"},"image":{"@id":"https:\/\/www.singular-it.de\/en#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.instagram.com\/singularit_de\/","https:\/\/de.linkedin.com\/company\/singularit-gmbh","https:\/\/www.kununu.com\/de\/singularit2"]}]}},"_links":{"self":[{"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/pages\/5844","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/comments?post=5844"}],"version-history":[{"count":1,"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/pages\/5844\/revisions"}],"predecessor-version":[{"id":5845,"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/pages\/5844\/revisions\/5845"}],"up":[{"embeddable":true,"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/pages\/5815"}],"wp:attachment":[{"href":"https:\/\/www.singular-it.de\/en\/wp-json\/wp\/v2\/media?parent=5844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}