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.

#networkgraph
Natural Language Processing App

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

#nlp
Codeup Capstone

Capstone project: Predicting recividism in domestic violence cases.

#classification
San Antonio CivTechSA Datathon 2019

Datathon 2019 winning entry: Predicting Sanitary Sewage Overflow.

#classification
Wordcloud

Analyzing employment availability of Codeup alumni.

#nlp
California Housing

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

#regression
California Housing

Using webscraping and sentiment analysis on Texas Tribune repositories.

#nlp
California Housing

Identified anomalies using statistical methods, clustering, and DBSCAN.

#anomaly-detection
California Housing

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

#clustering