Michelle Villafria's repositories
Amazon_Vine_Analysis
Performing ETL on big data from Amazon
Belly-Button-Biodiversity
Building an interactive dashboard using Plotly.js to explore data on the biodiversity of belly buttons and deploying dashboard to a cloud server
Bikesharing_Analysis
Creating visualizations based on data from a New York Citibike dataset using Tableau
Credit_Risk_Analysis
Using supervised machine learning to predict credit risk
Cryptocurrencies
Using unsupervised machine learning techniques to analyze cryptocurrency data
Election_Analysis
Using Python to automate vote counting for an election
Human_Trafficking_Analysis
Analysis of human trafficking statistics up through 2018 to find trends and predict outcomes.
Kickstarter-Analysis
Performing analysis on Kickstarter data to uncover trends
Mapping_Earthquakes
Using JavaScript's Leaflet library along with the Mapbox API to create visualizations of earthquake data from the U.S. Geological Survey
MechaCar_Statistical_Analysis
Using R and statistics to analyze vehicle data
Mission-to-Mars
Building an app to scrape websites for data pertaining to the Mission to Mars and creating an HTML page to display my findings
Movies-ETL
Performing ETL on movie datasets to predict popular films for a streaming service
Neural_Network_Charity_Analysis
Creating a deep-learning neural network to analyze and classify the success of charitable donations
Pewlett-Hackard-Analysis
Creating entity relationship diagrams, performing data modeling, and completing analysis on an employee database using SQL techniques
PyBer_Analysis
Analyzing and creating visualizations for ride-sharing data using the Python, Pandas, and Matplotlib
School_District_Analysis
Using Python and the Pandas library to analyze school district data and showcase trends in school performance
Stock-Analysis
Performing analysis on stock data using VBA
Surfs_Up
Using Python, SQLAlchemy, and Flask to analyze and visualize climate data
UFOs
Using JavaScript, HTML, and CSS to create a custom webpage that showcases different UFO sightings around the world