Projects

Topic Modeling Exploration

I created a streamlit app to help explore different methods involved in topic modeling in natural language processing as I learn about different techniques. I hope to continue updating this app as I learn more.

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Short-Term Rental Applications in New Orleans

I wanted to try out using Dash so I created a small app to visualize data about short-term rental applications in New Orleans. I want to continue working on it as I play around with Plotly and app callbacks.

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rFishNet2 - An R Package

For my senior capstone project, I helped create an R package designed to easily summarize and create visualizations using the data from the fish collections website FishNet2.

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Analysis

Classification of Good and Bad Customers for a Bank

Is it possible to create a classification model that will predict whether someone will be a “good” or “bad” customer? I try to do so in this analysis and weigh the choices between high sensitivity and low specificity and vice versa.

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Classifying Movies and TV Shows Based on their Descriptions

Can we determine if we are reading a description for a movie or a TV show? I attempt to find out as I use natural language processing techniques to utilize text data in a classification model.

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NFL Suspensions Analysis

A write-up of my analysis of the relationship between the number of suspensions for an NFL team versus the team’s winning prediction.

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