exploratory-data-analysisgeospatial-visualizationpythongeopandasfoliumdata-cleaninginteractive-visualizationolympics
Athlete Performance Analytics: An Exploratory Data Analysis (EDA)
Project Scope: This project performs a comprehensive Exploratory Data Analysis (EDA) and Geospatial Visualization of historical Olympic data (1896-2016).
Key Achievements:
Data Integration: Merged athlete event records with regional metadata to enable country-level analysis. Advanced Cleaning: Normalization of categorical variables, handling of missing values (imputing age, height, and weight), and removal of outliers/rare sports. Descriptive Analysis: Visualized the growth of participation (athletes and countries) and studied the relationship between physical attributes (height/weight) and specific sports. Geospatial Insights: Created interactive heatmaps of medal distributions and mapped historical Olympic host cities using GeoPandas and Folium.
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