Effect of GDP per capita on Height

Project member

Jenny Chen, Luotong Kang

Inspiration

Inspired by 2022 mean height dataset. Look into various underlying factors as we consider more datasets.

What it does

Analyzes the height difference between countries by visualizing its geospatial characteristics and doing regression to various factors like GDP per capita and born year.

How we built it

We came up with initial research questions in proposal and adjusted them while really working on the datasets.

Challenges we ran into

Multiple dataset: inconsistent country names New library: sklearn 3D regression and Plotly visualization

Accomplishments that we're proud of

We've made an interactive graph using Plotly, and our analysis results meet our expectation.

What we learned

Basic use of sklearn SVR, data cleaning strategies, various plotting skills,

What's next for Effect of GDP per capita on Height

Help emphasize the important period of height growth and trigger researches on the casual reason behind the correlations we found.

Inspiration

Inspired by 2022 mean height dataset. Look into various underlying factors as we consider more datasets.

What it does

Analyzes the height difference between countries by visualizing its geospatial characteristics and doing regression to various factors like GDP per capita and born year.