{"id":1063,"date":"2022-01-08T16:34:39","date_gmt":"2022-01-08T15:34:39","guid":{"rendered":"https:\/\/newdatalabs.com\/en\/?page_id=1063"},"modified":"2024-04-08T14:53:08","modified_gmt":"2024-04-08T12:53:08","slug":"etl","status":"publish","type":"page","link":"https:\/\/newdatalabs.com\/en\/etl\/","title":{"rendered":"ETL"},"content":{"rendered":"\n<section class=\"etl_1\">\n<div class=\"wrap_in\">  \n<div class=\"first one-half\"> \n<h1><span>ETL &#8211; how to prepare<br> data for analysis<\/span><\/h1> \n<div>Need to overlay data from multiple sources? Your data is unstructured and needs cleaning? Would you like to automate all this and get a powerful source for analysis? Learn modern ETL technologies that will allow you to focus on building data models. \n<br><br>\n<strong>Take advantage of data preparation services <br>\nand speed up your data work later.<\/strong> <\/div>\n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/etl\/#etl-process\">Find out more <\/a> \n<\/div>\n<\/div><\/section> \n<section id=\"etl-process\" class=\"etl_2\">\n<div class=\"wrap_in\"> \n<h2 class=\"etl_title\"><span class=\"bold_title_\">ETL process <\/span>&#8211; what is it?<\/h2> \n<div class=\"first one-third\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/bg2-1.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\">\n<\/div> \n<div class=\"two-thirds\"> \n<strong>The ETL (Extract-Transform-Load) process<\/strong> is one of the most important elements of Business Intelligence implementations. It allows us to integrate data from all our systems, applications and collect it in one place. \n<br><br>\n<strong>Extract<\/strong> &#8211; extracting data from a specific source.<br>\nData can be obtained by, among other things: <br>\n&#8211; connecting the source system to the database,\n&#8211; making data available by the source system, e.g. in the form of flat files and database tables, <br>\nAPI &#8211; Application Programming Interface, thanks to which it is possible to download data from a particular period \n<br><br>\n<strong>Transform<\/strong> &#8211; transformation. It involves the transformation of data into such a form that it can be analyzed correctly. The process of data processing is performed by means of operations like: Pivoting (converting rows to columns or columns to rows), aggregating data, cleaning, merging, unifying, joining and filtering. \n<br><br>\n<strong>Load<\/strong> &#8211; loading. This is the last step thanks to which the data will be loaded into the output form, e.g. Tableau extracts or database tables.\n\n<br>\n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/etl\/#etl-more\">Find out more <\/a>\n<\/div> \n<\/div> \n<\/section> \n<section id=\"etl-more\" class=\"etl_3\">\n<div class=\"wrap_in\"> \n<h2 class=\"etl_title\"><span class=\"bold_title_\">How can we help you? <\/span><\/h2> \nWe propose: \n<ul>\n<li>Analysis of data structure. <\/li><li>\nIntegration, cleaning and modeling of data. <\/li><li>\nDesign of data flows. <\/li><li>\nExtension of existing ETL processes. <\/li><li>\nOptimization of existing data flows.<\/li><li>\nSupervision of the correct course of ETL processes.  <\/li> \n<\/ul> \n<strong>In proven and cost optimal technologies.<\/strong>\n<br><br> \n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/etl\/#etl-details\">Find out more <\/a>\n<\/div> \n<\/section> \n\n<section id=\"\" class=\"etl_3_2\">\n<div class=\"wrap_in\"> \n<h2 class=\"etl_title\"><span class=\"bold_title_\">Benefits from ETL implementation<\/span><\/h2> \n<div class=\"one-five_etl\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/ic1.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br>\nEfficient and comprehensive preparation of data for further analyses. \n<\/div>\n<div class=\"one-five_etl\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/ic2.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br>\nEfficient and proven source of data for analysis. \n<\/div>\n<div class=\"one-five_etl\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/ic3.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br>\nAggregated, cleaned and unified data. \n<\/div>\n<div class=\"one-five_etl\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/ic4.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br>\none perfectly prepared source of information.\n<\/div>\n<div class=\"one-five_etl\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/ic5.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><br>\nAssistance of specialists. \n<\/div>\n<br>\n<div style=\"width: 100%; overflow: hidden; padding: 15px 0; text-align: center;\"> \n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/etl\/#etl-details\">Find out more <\/a>\n<\/div> \n<\/div> \n<\/section> \n\n<section id=\"etl-details\" class=\"etl_4\">\n<div class=\"wrap_in\"> \n<h2 class=\"etl_title\">Technologies we use: <\/h2> \n<div class=\"etl_col\">\n<div class=\"first one-third\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/logo_1_.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\">\n<\/div> \n<div class=\"two-thirds\"> \n<strong>Tableau Prep <\/strong> <br> \n&#8211; It has many features that simplify the process of data cleaning, grouping and quick editing, without the need for coding skills. All functionalities are very easy to use, thanks to the &#8216;drag&amp;drop&#8217; method. Tableau Prep graphically shows each step during the transformation of data. We can save the entire change process so that we don&#8217;t need to do it again in the future. Tableau Prep is an easy-to-use ETL tool that any user with no database experience will get the most out of. \n<br>\n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/tableau-prep\/\" target=\"_blank\" rel=\"noopener\">Find out more <\/a> \n<br><br> \n<\/div>\n<\/div> \n<div class=\"etl_col\"> \n<div class=\"first one-third\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/l2.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\">\n<\/div> \n<div class=\"two-thirds\"> \n<strong>Airflow<\/strong><br>\nApache Airflow is one of the most popular tools written in Phyton. It is used to collect in one place cyclical tasks in the form of a workflow\/pipeline. It is a software that can be easily used to plan and monitor workflows without complex configurations.\n<br>\n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/airflow\/\" target=\"_blank\" rel=\"noopener\">Find out more <\/a> \n<br><br> \n<\/div>\n<\/div> \n<div class=\"etl_col\"> \n<div class=\"first one-third\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/l4.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\">\n<\/div> \n<div class=\"two-thirds\"> \n<strong>Power Query <\/strong> <br>\n&#8211; Power Query is an add-on from Microsoft that allows you to easily perform actions that until now were reserved only for Excel masters and VBA developers. Power Query is also used to retrieve and transform data for analysis in BL tools. Query automation is done without VBA which allows automatic data refreshing. \n<br>\n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/power-query\/\" target=\"_blank\" rel=\"noopener\">Find out more <\/a> \n<br><br> \n<\/div> \n<\/div> \n<div class=\"etl_col\"> \n<div class=\"first one-third\">\n<img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/wp-content\/uploads\/2021\/02\/l3.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\">\n<\/div> \n<div class=\"two-thirds\"> \n<strong>Integration services <\/strong> <br> \nIntegration services is an ETL tool, it is a component of Microsoft SQL Server software that was created to perform a wide range of data migration tasks.  \n<br>\n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/integration-services\/\" target=\"_blank\" rel=\"noopener\">Find out more <\/a> \n<br><br> \n<\/div> \n<\/div> \n<\/div><\/section> \n<section id=\"\" class=\"etl_3_3\">\n<div class=\"wrap_in\"> \n<h2 class=\"etl_title\"><span class=\"bold_title_\">ETL <\/span>vs ELT process<\/h2> \nIn addition to ETL processes, there are also ELT processes. ETL is the acquisition, transformation, and loading of data, while the ELT process is the loading of data into the staging area first, followed by the ETL-related processes of transformation and loading into the target table schema. \n<br><br> \n<a class=\"etl-button1\" href=\"https:\/\/newdatalabs.com\/en\/etl\/#contact\">Contact with us &gt;<\/a>\n<\/div> \n<\/section> \n\n<section id=\"contact\" class=\"etl_5\">\n<div class=\"wrap_in\"> \n<h2 class=\"etl_title\">Contact with us <\/h2> \n<div class=\"first one-half kontakt_tableau-new\">\n<a href=\"https:\/\/newdatalabs.com\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/en\/wp-content\/uploads\/2023\/12\/logo_Newdatalabs_en.svg\" alt=\"logo Newdatalabs\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><\/a><br><br>\n<div class=\"kontakt\"> <img decoding=\"async\" data-src=\"https:\/\/newdatalabs.com\/en\/wp-content\/uploads\/2021\/10\/contact_icon3-6.png\" alt=\"email\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 31px; 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--smush-placeholder-aspect-ratio: 26\/26;\"><\/a>\n<\/div>\n<div class=\"one-half tableau-new_kontakt_form\">\n<iframe data-src=\"https:\/\/go.newdatalabs.com\/l\/1024551\/2024-03-27\/q5pf\" width=\"100%\" height=\"715\" type=\"text\/html\" frameborder=\"0\" allowtransparency=\"true\" style=\"border: 0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe>\n<\/div>\n<\/div> \n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>ETL &#8211; how to prepare data for analysis Need to overlay data from multiple sources? Your data is unstructured and needs cleaning? Would you like to automate all this and get a powerful source for analysis? Learn modern ETL technologies that will allow you to focus on building data models. Take advantage of data preparation [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"class_list":{"0":"post-1063","1":"page","2":"type-page","3":"status-publish","5":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ETL- Take advantage of data preparation services | NewDataLabS<\/title>\n<meta name=\"description\" content=\"ETL- Need to overlay data from multiple sources? Your data is unstructured and needs cleaning? 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