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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2023 DATA VISUALIZATION MINI COURSE

Akshay Suresh

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Roman Holowinsky, PhD

APRIL 28, 2023

DIRECTOR

DATE

TEAM

Visualizing District-level Distributions of Annual Crop Yields in India

Akshay Suresh

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Interactive dashboard showing spatial distributions of annual crop yields in India.

Crops: Rice, Wheat, Sugarcane, Cotton, Groundnut
Years covered in data: 1990 – 2017

Data sources:
1. ICRISAT district-level unapportioned crop yield data (1990 – 2017).
2. Kaggle shapefile of Indian districts

Data visualization packages: geopandas, plotly, dash

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