stephperillo Goto Github PK

amazon_vine_analysis

An analysis of Amazon reviews to determine if there is bias amongst the Vine review program.

belly_button_biodiversity

bikesharing

Creating Tableau visualizations to analyze New York City bike-sharing data to inform decisions about a similar program in Des Moines, IA.

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).

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.

ms_power_bi_practice

neural_network_charity_analysis

Using neural network binary classification to predict if donations to organizations are successful.

pewlett-hackard-analysis

An analysis of Pewlett Hackard employees using SQL and relational databases (via QuickDBD)

plotly_test

portfolio

This repository holds my portfolio files.

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

surfs_up

ufos

world_weather_analysis

An analysis using OpenWeatherMap's API and Google Maps's API to create maps and visualize a travel itinerary.