{"id":1331,"date":"2021-03-31T13:51:38","date_gmt":"2021-03-31T11:51:38","guid":{"rendered":"https:\/\/www.puurdata.nl\/?p=1331"},"modified":"2025-07-17T09:54:56","modified_gmt":"2025-07-17T07:54:56","slug":"f1-racing-for-advanced-players-with-elastic-2","status":"publish","type":"post","link":"https:\/\/puurdata.nl\/us\/f1-racen-voor-gevorderden-met-elastic-2\/","title":{"rendered":"Advanced F1 racing with Elastic"},"content":{"rendered":"<div id=\"fws_69e779d738271\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section headerBox\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer using-image\" ><div class=\"row-bg viewport-desktop using-image\"  style=\"background-image: url(https:\/\/puurdata.nl\/wp-content\/uploads\/2019\/07\/header.png); background-position: center bottom; background-repeat: no-repeat; \"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_69e779d738ed1\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row vc_row-o-equal-height vc_row-flex vc_row-o-content-middle\"  style=\"padding-top: 10%; padding-bottom: 20%; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-8 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h1 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading headerText\" >Advanced F1 racing with Elastic<\/h1>\n<div class=\"wpb_text_column wpb_content_element  headerText\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<h4>Retrieve all telemetry data from the PS4.<\/h4>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone\"   data-padding-pos=\"left\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_69e779d73a899\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 100px; padding-bottom: 100px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-8 wpb_column column_container vc_column_container col padding-5-percent inherit_tablet inherit_phone\"  data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_69e779d73b112\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"2644\" width=\"3980\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status.png\" alt=\"Elasticsearch\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status.png 3980w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-300x199.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-1024x680.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-768x510.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-1536x1020.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-2048x1361.png 2048w\" sizes=\"auto, (max-width: 3980px) 100vw, 3980px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1442\" width=\"2162\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry.png\" alt=\"elastic\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry.png 2162w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-300x200.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-1024x683.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-768x512.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-1536x1024.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-2048x1366.png 2048w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-900x600.png 900w\" sizes=\"auto, (max-width: 2162px) 100vw, 2162px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e779d73cde5\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >PS4 F1 Racing for Advanced Users! (Part 2)<\/h2>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>At PuurData&#039;s office there is a Sim Racing Rig with a PS4 and F1 2020. The F1 games from Codemasters offer the possibility to send telemetry data via the UDP protocol. For our simulator we have already worked with the telemetry data from <a href=\"https:\/\/puurdata.nl\/us\/f1-racing-for-advanced-users-with-elastic\/\" target=\"_blank\" rel=\"noopener noreferrer\">F1 2017<\/a>.<\/p>\n<p>In the meantime, there have been a number of updates to this game and some things have changed in the telemetry package that the game sends. We have created a new configuration file for F1 2020. With the updated config file, you will receive approximately 10,000 log lines per minute. This includes the status of the car, damage, temperature, speed, lap and sector times. The .conf file makes it possible to index the telemetry data from F1 2020 in Elasticsearch. This data can then be visualized via a Dashboard or a Canvas, for example. If you were to simulate a race weekend, you would receive more than 150 million values!<\/p>\n<p>We have created a Canvas workpad to give an example of visualizing the data. Read below how to make one yourself!<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e779d73daae\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Necessities<\/h2>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>\u2013 Linux server with Elastic, Kibana and Logstash;<br \/>\n\u2013 Playstation 4;<br \/>\n\u2013 Game F1 2020;<br \/>\n\u2013 Racing seat with steering wheel (that makes it more fun)<br \/>\n\u2013 The &#039;conf&#039; file;<br \/>\n\u2013 Driver with ego who can take a dent (after all, everything can be analysed!).<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e779d73e739\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Steps<\/h2>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<div>\n<p><strong>Step 1<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Install the Elastic server. Make sure you have a Linux server with at least 4GB of internal memory, a few cores and enough disk space. Install Elastic, Kibana and Logstash on it. How to do this is described on the website of <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/setup.html\" target=\"_blank\" rel=\"noopener noreferrer\">elastic<\/a>.<\/p>\n<\/div>\n<div>\n<p><strong>Step 2<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Download the &#039;conf&#039; file for Logstash <a href=\"http:\/\/www.puurdata.nl\/wp-content\/uploads\/f1-2020.conf\" target=\"_blank\" rel=\"noopener noreferrer\">(<strong>HERE<\/strong>)<\/a> and modify it (e.g. username and password) and make sure Logstash is started with this file.<\/p>\n<\/div>\n<div>\n<p><strong>Step 3<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Download our Canvas workpad to get a taste of what Canvas can do. You can (<a href=\"https:\/\/puurdata.nl\/wp-content\/uploads\/canvas-workpad-F1 2020.json\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>HERE<\/strong><\/a>) find. Just make sure that the data is indexed in: f1_data and that there is an index pattern called: f1*<\/p>\n<\/div>\n<div>\n<p>Want to try our Canvas workpad? Set the auto-refresh interval to 1 or 5 seconds.<\/p>\n<\/div>\n<div>\n<p><strong>Step<\/strong><span class=\"apple-converted-space\"><b>\u00a0<\/b><\/span><strong>4<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; On the Playstation, configure the UDP port and IP address in the game. This can be found on the screen when you press &#039;options&#039; while driving. Make sure the IP address is the server address and the UDP port must match the one in the &#039;conf&#039; file<\/p>\n<\/div>\n<div>\n<p>The &#039;conf&#039; file was created for F1 2020. This is a nice example of how to collect and analyze real-time data. Good luck and have fun!<\/p>\n<\/div>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e779d73f42f\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1436\" width=\"2160\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces.png\" alt=\"Elasticsearch\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces.png 2160w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-300x199.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-1024x681.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-768x511.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-1536x1021.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-2048x1362.png 2048w\" sizes=\"auto, (max-width: 2160px) 100vw, 2160px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap\" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1438\" width=\"2162\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data.png\" alt=\"Elasticsearch\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data.png 2162w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-300x200.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-1024x681.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-768x511.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-1536x1022.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-2048x1362.png 2048w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-900x600.png 900w\" sizes=\"auto, (max-width: 2162px) 100vw, 2162px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e779d740f4e\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row  vc_custom_1563971679673\"  style=\"\"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column padding-4-percent inherit_tablet inherit_phone\"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h4 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Knowing more?<\/h4>\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>Do you want to know more or do you have a question about the possibilities, call us <a href=\"tel:+31887887328\">+31 (0)88 \u2013 7887 328<\/a>, go to <a href=\"\/us\/contact\/\">Contact<\/a> or fill in the form below!<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 sidebarcards wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<h4 style=\"color: #e9812e;text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Recent Articles<\/h4>\n    <div class=\"row blog-recent columns-1\" data-style=\"default\" data-color-scheme=\"light\" data-remove-post-date=\"\" data-remove-post-author=\"1\" data-remove-post-comment-number=\"1\" data-remove-post-nectar-love=\"1\">\n\n      \n      <div class=\"col span_12 post-4288 post type-post status-publish format-standard has-post-thumbnail category-blog tag-ai tag-datastrategie tag-monitoring tag-observability tag-search-ai\" >\n\n        <a href=\"https:\/\/puurdata.nl\/us\/observability-basis-voor-ai\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"403\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-600x403.jpg\" class=\"attachment-portfolio-thumb size-portfolio-thumb wp-post-image\" alt=\"\" title=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-600x403.jpg 600w, https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-18x12.jpg 18w, https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-900x604.jpg 900w, https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-400x269.jpg 400w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a>\n            <div class=\"post-header\">\n              <h3 class=\"title\"><a href=\"https:\/\/puurdata.nl\/us\/observability-basis-voor-ai\/\">AI zonder observability? Dan mis je de basis<\/a><\/h3>\n              <span class=\"meta-author\"><a href=\"https:\/\/puurdata.nl\/us\/author\/astegpuurdata-nl\/\" title=\"Posts by Alex Steg\" rel=\"author\">Alex Steg<\/a> <\/span> <span class=\"meta-category\"> | <a href=\"https:\/\/puurdata.nl\/us\/category\/blog\/\">Blog<\/a> <\/span> <span class=\"meta-comment-count\"> | <a href=\"https:\/\/puurdata.nl\/us\/observability-basis-voor-ai\/#respond\">\n              No Comments<\/a> <\/span>\n            <\/div>\n\n            <div class=\"excerpt\">AI werkt alleen met betrouwbare en begrijpelijke data. Ontdek waarom observability de basis vormt voor succesvolle AI-toepassingen.<\/div>\n      <\/div><!--\/col-->\n\n      \n      <div class=\"col span_12 post-3909 post type-post status-publish format-standard has-post-thumbnail category-download tag-ai tag-datasoevereiniteit tag-datastrategie tag-roadmap tag-search\" >\n\n        <a href=\"https:\/\/puurdata.nl\/us\/de-ai-roadmap\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"403\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-600x403.png\" class=\"attachment-portfolio-thumb size-portfolio-thumb wp-post-image\" alt=\"\" title=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-600x403.png 600w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-18x12.png 18w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-900x604.png 900w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-400x269.png 400w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a>\n            <div class=\"post-header\">\n              <h3 class=\"title\"><a href=\"https:\/\/puurdata.nl\/us\/de-ai-roadmap\/\">The AI Roadmap, get more value from AI<\/a><\/h3>\n              <span class=\"meta-author\"><a href=\"https:\/\/puurdata.nl\/us\/author\/astegpuurdata-nl\/\" title=\"Posts by Alex Steg\" rel=\"author\">Alex Steg<\/a> <\/span> <span class=\"meta-category\"> | <a href=\"https:\/\/puurdata.nl\/us\/category\/download\/\">Download<\/a> <\/span> <span class=\"meta-comment-count\"> | <a href=\"https:\/\/puurdata.nl\/us\/de-ai-roadmap\/#respond\">\n              No Comments<\/a> <\/span>\n            <\/div>\n\n            <div class=\"excerpt\">AI offers enormous opportunities, but many organizations struggle with the question: where do you begin? PuurData&#039;s AI Roadmap helps you implement AI in a structured, safe, and measurable way.<\/div>\n      <\/div><!--\/col-->\n\n      \n    <\/div><!--\/blog-recent-->\n\n  \n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Codemasters&#039; F1 games offer the option of sending telemetry data via the UDP protocol. For our simulator, we&#039;ve been working with telemetry data from F1 2017.<\/p>","protected":false},"author":1,"featured_media":1318,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[3,4],"tags":[],"class_list":{"0":"post-1331","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-download","8":"category-tool"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>F1-racen voor gevorderden met Elastic - PuurData<\/title>\n<meta name=\"description\" content=\"F1 telemetrie data vanuit je PlayStation je Elastic cluster in? De beknopte handleiding vindt je op deze pagina. 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