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Applied Data Science @ Columbia

Fall 2023

Project 1: What made you happy today?

image

This is the first and only individual (as opposed to team) this semester.

Term: Fall 2023

  • Projec title: What makes single women and single men happy?

  • This project is conducted by Lei Bao

  • Project summary: In this project, I delved into the textual subtleties of happiness as expressed by single males and females, by analyzing their self-reported happy moments. I employed text mining to identify and compare word usage frequencies, aiming to unearth the unique and common lexical markers of joy in each gender. The findings, visualized through a correlation scatterplot, offer a window into the distinct and shared elements of happiness between single males and females, potentially informing various applications from mental health to marketing strategies.

Following suggestions by RICH FITZJOHN (@richfitz). This folder is orgarnized as follows.

proj/
├── lib/
├── data/
├── doc/
├── figs/
└── output/

Please see each subfolder for a README file.

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