Data Science Visualizations

This repository is to showcase the visualizations/dashboards I created during projects and my spontaneous explorations. Hope they serve as visual inspirations for you and me :)

WordClouds

Mickey Mouse

FANNG

I wrote an article on how to create and customize word clouds in Python, and I used FAANG companies' logos as examples for illustration.

Meta

Apple

Amazon

Netflix

Google

Programming Languages in the Metaverse

Me and my teammates worked on a NLP project exploring programming langugages and text pattern in the metaverse, and I craeted these word clouds for our EDA. Which developer are you? 🧑‍💻

Java

Python

R

HTML

Rust

Go

TypeScript

Happy Halloween

Charts & Graphs

Customer Churn Prediction

This project aims to identify drivers of customer churn of a campany and use machine learning classification model to predict churn. This interactive bar chart is to show customer churn vs. tenure.

Zestimates Prediction

This project uses clustering methodologies and regression algorithms to predict the logerror of Zestimates. This 3D graph is to explore 2 variables, with high multicollinearity, and their relationship with a feature of the regression model.

This geo map is to serve as a data overview of the property data of the dataset.

Web Activity Anomaly Detection

Social Media Engagement Forecasting

One of the interactive visuals from the social media capstone. If you're intersed in the dashboard and the web app please visit: web app

RoughViz

This visualization package developed by Jared Wilber is one of my absolute favorites. I can't begin to tell you how much I love this sketch-board aesthetics! It's different from the traditional visuals, yet represent the generality of the data in its unique way. I encourage you to play around with the package!

United States CPI Prediction

Bar chart race illustrating selected-categories CPI changes in the United States from 1957 to 2022.

Adoptable Dogs in the U.S.

Data source: Kaggle

2016 Olympic 10000M Track Records

Data source: Olympics.com

3D Embedding

TensorFlow.mov

Dashboards

Aliens in America Competition

This dashboard looks nothing like most dashborads I've created before, and I had so much fun with it! I hope to emphasize the Alien theme, and to break the "traditional rules" of dashboard design. This competition is hosted by Ian Klosowicz, and you can find the dataset here.