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      • There are two great Python packages for creating interactive maps: folium and mapboxgl. Both of these packages are build on top off the JavaScript library called leaflet.js.
      www.earthdatascience.org/courses/scientists-guide-to-plotting-data-in-python/plot-spatial-data/customize-raster-plots/interactive-maps/
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  2. Jan 16, 2024 · This article is two things at once: a tutorial on using folium to display routes, and a guide to incremental data visualization, where the priorities are to (1) have something working, then (2) something useful, and only then (3) something beautiful. As such, this guide will be a valuable tool for people developing general routing applications ...

    • Cartopy. Cartopy is a powerful well-known library perfect for plotting static maps with scalar or polygon data. It provides many built-in layers for land, water and administrative borders.
    • Folium. This library is probably the most popular in the industry, since it’s interactive (it has JS under the hood) and highly customizable. And to start plotting (after installation) you can simply call
    • Plotly. Plotly is another famous library known for its beautiful interactive charts. Among many features, it has several functions to plot maps, such as px.choropleth, px.choropleth_mapbox, px.scatter_mapbox, px.scatter_geo and some others.
    • ipyleaflet. The fourth library I want to show you is ipyleaflet.It’s another great JS-based library for interactive mapping. One of my favorite things about this package is the amount of tiles it has.
  3. Jul 12, 2023 · The main features are: A comprehensive python API to create highly customized maps. A GUI-widget to interactively compare, analyze and edit maps. Capabilities to visualize (possibly large) datasets. Tools to use the maps for interactive data analysis. An extensive documentation.

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  4. Feb 5, 2019 · In this step by step guide, we will recreate an interactive global choropleth map on Share of Adults who are obese (1975–2016) using Python libraries and package — Pandas, Geopandas and Bokeh. In the first section, we will create a static map and then later build on our code to introduce interactivity.

    • Shivangi Patel
  5. You'll learn how to create web maps from data using Folium. The package combines Python's data-wrangling strengths with the data-visualization power of the JavaScript library Leaflet. In this tutorial, you'll create and style a choropleth world map that shows the ecological footprint per country.

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  6. May 22, 2020 · In this article, we will walk through the process of creating an interactive heatmap showing avocado prices in the United States, which can easily be viewed and manipulated in any modern web browser. We will do this using Python, primarily using Bokeh and a pandas DataFrame.

  7. Apr 20, 2020 · This tutorial shows how to make interactive maps in Python with folium.

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