Skillsets
U.S. Car Accidents Analysis
Analyzed U.S. traffic accidents from 2016 to 2023 using SQL for data processing and Tableau for visualization.
The project emphasized temporal trends and geographic distributions to provide actionable insights into accident patterns.
EDA: FanDango Movie Ratings
This is an EDA (Exploratory Data Analysis) project using Fandango movie ratings dataset. I performed a comparative analysis between 2015 and 2016 ratings using Python.
Web Scraping BC Jobs Website
In this project, I scraped job data from BC Jobs website, to see which skill sets are most needed. I utilized 'BeautifulSoup' and 'requests' libraries to build web scraping model.
Handwritten Digit Classifier
In this project, I built a handwritten digit classifier using Machine Learning algorithms, and validated the accuracy with K-Fold method.
DATA CLEANING PROJECT IN SQL
This project is about cleaning and preprocessing the Nashville Housing data in Microsoft SQL Server using various SQL queries from basic joins to CTE.
SOCIAL MEDIA ENGAGEMENT DASHBOARD IN TABLEAU
This is an interactive dashboard for social media engagement and reach from the news website "The Onion".
MLB TOP 200 WAR Players DASHBOARD IN TABLEAU
This dashboard shows MLB All-time Top 200 WAR Players and their offensive stats. This project is inspired by #MakeoverMonday.
DATA PROFESSIONAL SURVEY BREAKDOWN IN POWER BI
This dashboard shows the result of data professional survey. Using Power BI and Figma, I made a professional-looking dashboard.
YOUTUBE NEWS MEDIA DASHBOARD IN POWER BI
This is an interactive dashboard showing KPIs and top 10 viewed contents by channel. I utilized DAX and Power Query. The dataset is from Kaggle.