NYC Taxi Data Explorer

Reactive notebooks analysing 22M+ rideshare trips and the impact of NYC's congestion pricing (Jan 5, 2025)

Congestion Pricing Impact Analysis

Interactive dashboard exploring how the $9 toll affected Uber, Lyft, and Via patterns

01 Marimo Fundamentals

Introduction to reactive notebooks, cells, and the execution DAG

02 Data Loading

Loading TLC parquet files with DuckDB and Polars

03 Yellow & Green Taxi EDA

Exploratory analysis of traditional taxi trip patterns

04 HVFHS Deep Dive

Uber, Lyft, Via analysis with company mapping and fare breakdowns