{"id":171278,"date":"2023-09-25T15:15:10","date_gmt":"2023-09-25T14:15:10","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=171278"},"modified":"2023-10-30T20:17:27","modified_gmt":"2023-10-30T19:17:27","slug":"folium-discover-the-open-source-python-library","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/folium-discover-the-open-source-python-library","title":{"rendered":"Folium: Discover the open source Python library"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"171278\" class=\"elementor elementor-171278\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4df67ed elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4df67ed\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-77fdef2f\" data-id=\"77fdef2f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-93e3889 elementor-widget elementor-widget-text-editor\" data-id=\"93e3889\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h2><strong>Folium is one of the many open-source Python libraries that extend its capabilities. In the case of Folium, it&#8217;s a powerful visualization tool because it enables the creation of interactive maps.<\/strong><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50774336 elementor-widget elementor-widget-text-editor\" data-id=\"50774336\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>This category of maps is particularly useful because they are produced by the Leaflet JavaScript library and can be seamlessly integrated into websites. These maps are, for example, used in projects available under the Creative Commons Attribution license, such as OpenStreetMap. They are also commonly used for cartographic illustrations on platforms like Wikipedia or by media outlets like the Wall Street Journal or the Washington Post.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61ba56b5 elementor-widget elementor-widget-heading\" data-id=\"61ba56b5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">How does the library work?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61ceb672 elementor-widget elementor-widget-text-editor\" data-id=\"61ceb672\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>On the operational side, Folium acts as a bridge between datasets containing geographical data of various objects, manipulated with <a href=\"https:\/\/datascientest.com\/en\/python-programming-for-beginners-episode-3\">Python,<\/a> and Leaflet, which generates the visual mapping. For instance, it&#8217;s possible to plot all the restaurant locations in a city on a map <a href=\"https:\/\/datascientest.com\/en\/what-is-a-dataset-how-do-i-work-with-it\">using a dataset<\/a> containing their GPS coordinates.<\/p><p>The maps created this way consist of a base layer and additional layers generated by Folium that overlay on it. This makes it easy to create customized and interactive maps with Python.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6db5299d elementor-widget elementor-widget-image\" data-id=\"6db5299d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"308\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-1-1.png\" class=\"attachment-large size-large wp-image-171281\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-1-1.png 512w, https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-1-1-300x180.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30cf1b5f elementor-widget elementor-widget-image\" data-id=\"30cf1b5f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"307\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-2-1.png\" class=\"attachment-large size-large wp-image-171282\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-2-1.png 512w, https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-2-1-300x180.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-47b48444 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47b48444\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7d712b8\" data-id=\"7d712b8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73a006d9 elementor-widget elementor-widget-heading\" data-id=\"73a006d9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What are Folium's uses?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eaf4fa5 elementor-widget elementor-widget-text-editor\" data-id=\"eaf4fa5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The<strong> number and variety of objects<\/strong> that can be displayed using Folium are indeed extensive. Among them, you&#8217;ll find various types of maps, as well as a wide range of vector objects (circles, polygons, rectangles, pins, and more), and grids that can be used to create boundaries, among other things. Given these examples, it&#8217;s clear that the possibilities offered by this tool are numerous.<\/p><p>Notable examples include interactive crime rate maps created from datasets containing information on crimes and incidents in places like San Francisco.<\/p><p>Additionally, two learners at DataScientest used Folium in their flagship project called &#8220;City Walker,&#8221; which aims to optimize tourist routes within the city of Paris. This project compiles 10,000 points of interest classified into different categories (tourist spots, restaurants, etc.) and generates an optimal route displayed on a map using Folium.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4506f60d elementor-widget elementor-widget-text-editor\" data-id=\"4506f60d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Pour ce qui est des utilisations les plus connues, le projet OpenStreetMap a pour but de recenser des bases de donn\u00e9es publiques et de g\u00e9n\u00e9rer des cartes interactives, et cela, par le moyen de folium.<\/span><span style=\"font-weight: 400;\"> Ces cartes sont g\u00e9n\u00e9r\u00e9es de mani\u00e8re simple ce qui en fait un outil de plus en plus populaire d\u2019autant que ces cartes sont <\/span><b>facilement int\u00e9grables<\/b><span style=\"font-weight: 400;\"> sur un site internet.<\/span><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39eb65c2 elementor-widget elementor-widget-image\" data-id=\"39eb65c2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"320\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed.jpeg\" class=\"attachment-large size-large wp-image-171283\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed.jpeg 512w, https:\/\/datascientest.com\/en\/files\/2023\/09\/unnamed-300x188.jpeg 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc61d6d elementor-widget elementor-widget-heading\" data-id=\"cc61d6d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How to master the Folium tool<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-549d0108 elementor-widget elementor-widget-text-editor\" data-id=\"549d0108\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"color: #000000;\"><span style=\"font-weight: 400;\">Indeed, one of the well-known uses of Folium is within the OpenStreetMap project. OpenStreetMap aims to compile public databases and generate interactive maps, and Folium is a straightforward and popular tool for achieving this. The simplicity of generating these maps, coupled with their ease of integration into websites, has contributed to the growing popularity of Folium in the mapping and data visualization community.<\/span><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28c2eeb3 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"28c2eeb3\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Folium is one of the many open-source Python libraries that extend its capabilities. In the case of Folium, it&#8217;s a powerful visualization tool because it enables the creation of interactive maps. This category of maps is particularly useful because they are produced by the Leaflet JavaScript library and can be seamlessly integrated into websites. These [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":171280,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2425],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Folium: Discover the open source Python library<\/title>\n<meta name=\"description\" content=\"Folium is an excellent tool for data visualization in Python, but only a few professionals know the difference between...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/folium-discover-the-open-source-python-library\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Folium: Discover the open source Python library\" \/>\n<meta property=\"og:description\" content=\"Folium is one of the many open-source Python libraries that extend its capabilities. 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