Stephanie Perillo's repositories
Credit_Risk_Analysis
Using machine learning to determine which model is best at predicting credit risk amongst random oversampling, SMOTE, ClusterCentroids, SMOTEENN, Balanced Random Forest, or Easy Ensemble Classifier (AdaBoost).
bikesharing
Creating Tableau visualizations to analyze New York City bike-sharing data to inform decisions about a similar program in Des Moines, IA.
Pewlett-Hackard-Analysis
An analysis of Pewlett Hackard employees using SQL and relational databases (via QuickDBD)
Amazon_Vine_Analysis
An analysis of Amazon reviews to determine if there is bias amongst the Vine review program.
Cryptocurrencies
Cryptocurrency analysis using unsupervised machine learning.
Election_Analysis
An audit and analysis of a congressional election using Python.
kickstarter-analysis
Analysis on Kickstarter data to uncover trends utilizing Microsoft Excel
Mapping_Earthquakes
Using JavaScript and the D3.js library to retrieve the coordinates and magnitudes of earthquakes from GeoJSON data. Then utilizing Leaflet library to plot the data on a Mapbox map through an API request and create interactivity for the earthquake data.
MechaCar_Statistical_Analysis
Analyzing MechaCar production data with R in order to troubleshoot issues that are blocking AutoRUs' manufacturing process.
Mission-to-Mars
Automates a web browser to visit different websites to extract data about NASA's mission to Mars, stores the data in a NoSQL database (mongoDB), render the data in a web application created with Flask, and create an HTML page to display the findings.
Movies-ETL
ETL (Extract, Transform, Load) project analyzing movie data from three different sources.
Neural_Network_Charity_Analysis
Using neural network binary classification to predict if donations to organizations are successful.
PyBer_Analysis
A ride-sharing analysis using Pandas library and Matplotlib in Jupyter Notebook.
School_District_Analysis
A school district analysis using Pandas and NumPy libraries in Jupyter notebook to examine math, reading, and overall passing scores for students in a district of fifteen high schools.
stock-analysis
Stock Analysis Using VBA and Excel
World_Weather_Analysis
An analysis using OpenWeatherMap's API and Google Maps's API to create maps and visualize a travel itinerary.