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Hi, I am Charlie 👋

Here is the porfolio of my machine learning,, natural language processing, and data science projects. For more reader-friendly explanations of my projects, please visit my blog on Medium: https://crzheng97.medium.com/

About Me

Charlie Chengrui Zheng's Projects

el-nino icon el-nino

Analysis of a time series dataset that contains oceanographic and surface meteorological readings taken from a series of buoys positioned throughout the equatorial Pacific. We can use this data to understand and predict climate change patterns in the equatorial Pacific.

kpop-data-analysis icon kpop-data-analysis

Data analysis about K-pop industry, artists, and companies. Visualized business performances of public K-pop companies and analyzed artist management and international marketing strategies

pca icon pca

Showcase of dimension reduction by Principal Component Analysis on banknote authentication dataset

python-web-scraper icon python-web-scraper

a web scraper implemented by using beautiful soup 4 package. This web scraper can get all the information you want from a website.

teen-fertility-and-eductaion icon teen-fertility-and-eductaion

Does improving a country’s secondary school enrollment rate lower its teen fertility rate? To answer the question, this econometric study is conducted by using OLS regression and difference-in-difference estimate on R

visulazation-delayed-flight icon visulazation-delayed-flight

Analyzed and manipulated the database containing 13k+ delayed domestic flights in US in one day. Visualized the result of the data analysis in an interactive map illustrating delayed flights as lines between airports by using Tableau

xiaohao icon xiaohao

The embodied intelligence of Shenhao's humanoid robot Xiaohao

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