From the course: Interactive Dashboards with Plotly and Dash
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Choropleth maps
From the course: Interactive Dashboards with Plotly and Dash
Choropleth maps
- [Instructor] All right, so the last stop in our Plotly Express journey is taking a look at map-based visuals, and this is one area that I haven't taught in any of my prior courses. And to be quite honest, one of the reasons why is because I've been afraid to teach these. Maps can be quite finicky, but they are an extremely valuable way to visualize geographic data. Even before we had this whole field of data analytics and data science, maps have been used to communicate geographic data. And the fundamental unit of geographic data are latitude and longitude. Every single square centimeter of the Earth can be mapped by some form of latitude and longitude, and so the root of these visuals relates to latitude and longitude. And there are two primary modes in which we can think about these. Choropleth maps use geographic regions, so they will draw a border using coordinates for regions. So for example, U.S. states, international countries. We might look at, you know, provinces within…
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Contents
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Intro to Plotly charts6m 2s
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Demo: Plotly graph objects7m 38s
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Demo: Plotly Express9m 30s
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Basic Plotly charts2m 50s
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Demo: Scatterplots and line charts6m 19s
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Assignment: Line charts1m 51s
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Solution: Line charts5m 2s
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Plotting multiple series3m 50s
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Demo: Bar charts5m 21s
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Assignment: Bar charts2m 51s
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Solution: Bar charts2m 20s
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Pro tip: Bubble charts3m 1s
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Pie and donut charts6m 23s
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Assignment: Donut and bubble charts2m 6s
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Solution: Donut and bubble charts5m 16s
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Histograms4m 37s
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Update methods5m 4s
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Demo: Updating layout and traces7m 51s
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Demo: Updating X and Y axes5m 47s
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Adding annotations7m 54s
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Assignment: Chart formatting1m 52s
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Solution: Chart formatting3m 5s
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Choropleth maps5m 32s
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Demo: Choropleth maps7m 1s
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Mapbox maps5m 23s
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Demo: Density maps2m 4s
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Assignment: Maps1m 43s
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Solution: Maps1m 43s
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Key takeaways2m 36s
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