Exploratory Data Analysis

Through EDA and Chi-square testing, we uncover friction points in daily travel. Key insights: poor infrastructure is the primary driver of extreme delays, and younger generations show a significant, untapped willingness to switch to public transit. Built with Python, Seaborn, and Scikit-Learn.

00

year

2025

year

2025

year

2025

year

2025

timeframe

20 days

timeframe

20 days

timeframe

20 days

timeframe

20 days

tools

Google Colab, Python, Chi-square test, Matplotlib, Pandas

tools

Google Colab, Python, Chi-square test, Matplotlib, Pandas

tools

Google Colab, Python, Chi-square test, Matplotlib, Pandas

tools

Google Colab, Python, Chi-square test, Matplotlib, Pandas

category

Personal Project

category

Personal Project

category

Personal Project

category

Personal Project

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02

.say hello

i'm open for freelance projects, feel free to email me to see how can we collaborate. Let’s analyze something together.

.say hello

i'm open for freelance projects, feel free to email me to see how can we collaborate. Let’s analyze something together.

.say hello

i'm open for freelance projects, feel free to email me to see how can we collaborate. Let’s analyze something together.

.say hello

i'm open for freelance projects, feel free to email me to see how can we collaborate. Let’s analyze something together.

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