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Data Science Learning Studio 2023 : Data Science Project

Bogor traffic jam prediction based on historical data (Waze) combined with weather data fetch using Open Weather API

Data Preprocessing Approach

Data Preprocessing Workflow

Final Model Pipeline

Data Pipeline Final

Model Classification Report

Model Classification Report

Conclussion

Multiclass logistic classification could be a solution to predict traffic jam in Bogor with F1_score 0.91

Document Report

Document Report PPTX

Jupyter Notebook Modeling

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Data Science Learning Studio 2023 : Data Science Project

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