Large Scale Visualizations and Mapping with Datashader

For example, we can use the mean value of business age in each area to determine the display of the points.The resulting plot does indeed show a higher density of older businesses (dark blue points) around the north east area of San Francisco.There is still so much more that can be done with Datashader and a mere 100,000 points were plotted in this example..Further customization options and actual big data are waiting to be explored in further projects using Datashader and its accompanying packages..GPS data for example would be really interesting to visualize as they often contain millions (or billions) of points and routes can be traced and analyzed.The resultant code can be found on Github and feel free to connect on LinkedIn!.Thanks for reading and happy holidays!. More details

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