Data Science Projects
You've found my curiosity museum. On this website, you'll find some of my data science projects. Some are just for fun while others are aimed towards a more meaningful purpose.
Populating a Network Graph with Words: Create a knowledge graph using spaCy for natural language processing.
Using MapQuest API to Get Geo Data: A friendly tutorial on getting zip codes and other geographic data from street addresses.
Topic Modeling on PyCaret: A beginner’s guide to PyCaret’s natural language processing module.
From DataFrame to Network Graph: A quick start guide to visualizing a Pandas dataframe using networkx and matplotlib.
Natural language processing in a few simple clicks of the mouse.
Capstone project: Predicting recividism in domestic violence cases.
Datathon 2019 winning entry: Predicting Sanitary Sewage Overflow.
Analyzing employment availability of Codeup alumni.
An end-to-end machine learning project on Zillow dataset.
Using webscraping and sentiment analysis on Texas Tribune repositories.
Identified anomalies using statistical methods, clustering, and DBSCAN.
Used K-means clustering and linear regression on Zillow dataset.