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Geospatial Visualization

Objective:

Analyse and visualize the geospatial data in maps.

In specific, visualize the distribution of villages of India from Census data along with the population metrics.

Tools:

Python -

  • Dataframe - geopandas
  • Visualization - leafmap, seaborn

Steps:

  1. Create a new environment to install geo-libraries
  2. Import libraries
  3. Load shapefile for a state from Census India data
  4. Load csvfile containing coordinates
  5. Visualization
    1. Using shapefile
    2. Using geodataframe
    3. Using csvfile
    4. Using layers
    5. With colors

Snapshots: