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.

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Populating a Network Graph with Words for Natural Language Processing

Populating a Network Graph with Words: Create a knowledge graph using spaCy for natural language processing.

#nlp #networkgraph
Using the MapQuest API

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

Topic Modeling on PyCaret: A beginner’s guide to PyCaret’s natural language processing module.

Network Graph with networkx

From DataFrame to Network Graph: A quick start guide to visualizing a Pandas dataframe using networkx and matplotlib.

Natural Language Processing App

Natural language processing in a few simple clicks of the mouse.

Codeup Capstone

Capstone project: Predicting recividism in domestic violence cases.

San Antonio CivTechSA Datathon 2019

Datathon 2019 winning entry: Predicting Sanitary Sewage Overflow.


Analyzing employment availability of Codeup alumni.

California Housing

An end-to-end machine learning project on Zillow dataset.

California Housing

Using webscraping and sentiment analysis on Texas Tribune repositories.

California Housing

Identified anomalies using statistical methods, clustering, and DBSCAN.

California Housing

Used K-means clustering and linear regression on Zillow dataset.