jon-ayala's repositories
intro-data-musclehub-capstone
Codecademy Introduction to Data Analysis Pro Intensive - MuscleHub A/B Testing Capstone Project by Jonathan Ayala
JONATHANAYALA-CAPSTONE1
A comparison of YouTube viewer habits between the United States and United Kingdom. Analysis and visualization by Jonathan Ayala.
JONATHANAYALA-CAPSTONE2
Analyzing Airbnb short-term rental data in NYC. Analysis and visualizations done by Jonathan Ayala.
JONATHANAYALA-CAPSTONE3
Comparing user demographics in Tokyo to identify business drivers and marketing focus. Analysis and visualizations by Jonathan Ayala.
JONATHANAYALA-CAPSTONE4
Utilizing behavioral data on sellers to maximize their chances of making a sale. Analysis and visualizations by Jonathan Ayala.
NYPD_CIVILIAN_COMPLAINTS
A fun team project in which we analyzed decades' worth of NYPD Civilian Complaint data, and discovered shocking insights!
AMAZON-HOLIDAY-HACKATHON
Applying NLP techniques to Amazon office product reviews to gather insights on customer tone and the emotion behind the reviews, to better GoRemote!'s product offerings. Analyses and visualizations by Jonathan Ayala and Anna Gauthier.
chinook-database
Sample database for SQL Server, Oracle, MySQL, PostgreSQL, SQLite, DB2
JA_GMG_DCS
A case study investigating viewership of online content to uncover data-driven insights and recommendations for optimization. Analysis and visualizations by Jonathan Ayala.
Machine-Learning-Books-With-Python
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
yelp-reviews
Uses NLP to analyze nearly 3 million restaurant reviews from the Yelp dataset