Python World Map Geovisualization Dashboard using Covid Data

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In this Guided Project, you will:

Learn how to access live data using an API.

Generate a choropleth map and a heat map using folium.

Convert your jupyter notebook into a dashboard using a single line of code.

Clock1 hour
BeginnerBeginner
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

This guided project is for absolute beginners in data science who want to learn about geovisualization using Python. Generate two interactive maps in under an hour, just like this: https://vinitasilaparasetty.github.io/covid-map/ By the end of this project, you will know how to access data via APIs, convert encoded UTF-8 data to JSON, normalize json data to create a pandas data frame, generate a choropleth map, generate markers, work with geo data and generate heat maps. Special Features: 1) Learn a cool hack using one line of code to convert a jupyter nootebook into a dashboard. 2) Work with "COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University" 3)After you complete this project, you get a jupyter notebook of all the work you covered (including gifs). It acts as a useful learning tool that you can refer to at any time in the future. 4) Important terminology and definitions are explained. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Skills you will develop

Data ScienceGeovisualizationcorona virusPython Programmingfolium

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Access data via an API.

  2. Data Preprocessing.

  3. Generate Choropleth map.

  4. Generate circular markers.

  5. Generate Heat Map.

  6. Convert jupyter notebook to dashboard.

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

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Frequently asked questions

Frequently Asked Questions

More questions? Visit the Learner Help Center.