Will Pope's repositories
big-data-challenge
Performed the ETL process completely in the cloud and uploaded the DataFrame to an RDS instance. Used PySpark and SQL to perform a statistical analysis of the selected data.
CFP_Top_25
Financial analysis of the top 25 teams in the final College Football Playoff rankings from 2014 - 2017.
spotify_analysis
Analyzing music features with the Spotify API to inspire songwriting for use in machine learning performances.
alabama-gameday
This survey was conducted to determine if there are any correlations between individual importance of various aspects of the Alabama Football game day fan experience.
alcohol-analysis
Data exploration and visualization of alcohol consumption, alcohol production, alcohol related deaths and traffic related deaths in European countries.
box_office_predictor
Trained a machine learning model that will predict a movie’s financial performance based on its critical reception.
leaflet-challenge
Created a map using Leaflet that plots worldwide earthquake data based on magnitude, latitude, and longitude.
machine-learning-challenge
Machine learning models capable of classifying candidate exoplanets from the NASA Kepler space telescope dataset.
cfb-advertising-strategy
ETL Southeastern Conference college football data from 2012-2018 including: revenues, expenses, attendance, and television ratings.
cfb_attendance
This survey and exploratory analysis is intended to help identify important factors college football fans consider when deciding if they attend a game or watch at home.
D3-challenge
Analyzed the current trends shaping people's lives, as well as creating charts, graphs, and interactive elements to help readers understand the findings about health risks facing particular demographics.
ETL_Sportsballs
Ads! College Footballs! Spreadsheets! Oh my!
excel-challenge
Using Excel to modify and analyze the data of 4,000 past Kickstarter projects to uncover market trends.
galaxys-edge
This analysis was conducted to identify popular attractions and important correlations in the guest experience at Star Wars: Galaxy's Edge at both Walt Disney World and Disneyland.
galaxys_edge_experience_analysis
Analysis that explores guest feedback data about Star Wars: Galaxy's Edge and identifies new competitive advantages in hidden patterns by better understanding fan beliefs, emotions, and sentiments.
HeroesOfPymoli
Analysis of a free-to-play video game to obtain meaningful insights from player purchasing data using Pandas.
javascript-challenge
Created a basic HTML web page using a UFO dataset provided in the form of an array of JavaScript objects. Wrote code that appends a table to the web page and then added new rows of data for each UFO sighting.
plotly-challenge
An interactive dashboard to explore a dataset that catalogs the microbes that colonize human navels.
Pymaceuticals
In this study, 250 mice identified with SCC tumor growth were treated through a variety of drug regimens. Over the course of 45 days, tumor development was observed and measured. The purpose of this study was to compare the performance of Pymaceuticals' drug of interest, Capomulin, versus the other treatment regimens.
python-api-challenge
Utilized Python requests, APIs, and JSON traversals to visualize the weather of over 500 cities across the world of varying distance from the equator and plan future vacation destinations.
python-challenge
Python script for analyzing financial records and polling data.
sql-challenge
Research project on employees of a corporation from the 1980s and 1990s. All that remains of the database of employees from that period are six CSV files. Designed the tables to hold data in the CSVs, import the CSVs into a SQL database, and answered questions about the data.
sqlalchemy-challenge
Used Python and SQLAlchemy to do basic climate analysis and data exploration of a climate database.
text_generation
Text-based AI training and generation with the aitextgen package using OpenAI's GPT-2 architecture.
VBA-challenge
Using VBA scripting to analyze real stock market data.
Web-Design-Challenge
Financial analysis of the top 25 teams in the final College Football Playoff rankings from 2014 - 2017.
web-scraping-challenge
Built a web application that scrapes various websites for data related to the Mission to Mars and displays the information in a single HTML page.
willcpope.github.io
Personal portfolio website