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Christy Bell's Projects

amazon_vine_analysis icon amazon_vine_analysis

For this project, I entered the world of Big Data, learning about Spark and cloud services from AWS and performed ETL on a dataset from Amazon Reviews.

austin_project icon austin_project

This repository contains my final project for UT Austin's Data Analytics Bootcamp. My teammates and I explored a Wine Reviews dataset and built an interactive Tableau dashboard to recommend wines for a novice based on price, rating, variety and country. We also built a machine learning model to train it to rate wine like an experienced sommelier.

belly_button_diversity icon belly_button_diversity

In this project, I built an interactive dashboard using JavaScript and Plotly.js to explore data on the biodiversity of belly buttons. Then, I deployed my dashboard to a cloud server.

bike_sharing icon bike_sharing

For this project, I used the ever-popular data visualization software tool, Tableau, to create and present a business proposal for a bike-sharing company.

credit_risk_analysis icon credit_risk_analysis

For this project, I predicted credit risk with the supervised machine learning models I built and evaluated using Python.

cryptocurrencies icon cryptocurrencies

In this project, I used unsupervised machine learning techniques to analyze cryptocurrency data.

election_analysis icon election_analysis

For this project, I used the power of Python to automate the vote-counting process for a local election.

kickstarter-analysis icon kickstarter-analysis

Using Excel, I analyzed a dataset consisting of 4,000 crowdfunding projects to discover hidden trends.

mapping_earthquakes icon mapping_earthquakes

For this project, I used JavaScript's Leaflet library along with the Mapbox API to create visualizations of earthquake data I retrieved from the U.S. Geological Survey website.

mechacar_statistical_analysis icon mechacar_statistical_analysis

For this project, I applied my understanding of statistics and hypothesis testing to analyze a series of datasets from the automotive industry. All of the analysis and visualizations were written in the R programming language.

mission-to-mars icon mission-to-mars

For this project, I built a web application to scrape websites for data about the Mission to Mars, and then created an HTML page using Flask to display the findings.

movies_etl icon movies_etl

For this project, I performed ETL on several movie datasets to predict popular films for a streaming service.

pewlett-hackard-analysis icon pewlett-hackard-analysis

For this project, I created entity relationship diagrams (ERDs), performed data modeling, and completed analysis on an employee database using SQL techniques.

pyber_analysis icon pyber_analysis

For this project, I analyzed and visualized ride-sharing data using the power of Python, Pandas, and Matplotlib.

school_district_analysis icon school_district_analysis

In this project, I used Python and Pandas to analyze school district data and showcase trends in school performance.

stock-analysis icon stock-analysis

In this project, I explored green energy stock performance by analyzing financial data using VBA.

surfs_up icon surfs_up

I used Python, SQLAlchemy, and Flask to analyze and visualize climate data for opening a surf shop in Hawaii on the beautiful island of Oahu.

ufos icon ufos

For this project, I used JavaScript, HTML, and CSS to create a custom webpage that showcases different UFO sightings around the world.

weather_analysis icon weather_analysis

In this project, I plotted the relationship between latitude and weather for cities around the world using Python, Pandas, and APIs.

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