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Aaron Manzano's Projects

chatdoc icon chatdoc

upload .txt and chat with it using OpenAi's API

python_instacart_analysis icon python_instacart_analysis

Analyzing Instacart data with Python to optimize profitability for individual customer profiles. Exploring data cleaning, feature manipulation, and data visualization techniques.

sql_film_analysis icon sql_film_analysis

Contains SQL-driven data analysis for Rockbuster movie rental. Our goal is to identify key factors that influence profitability and provide recommendations for optimizing revenue.

women-s-empowerment-index icon women-s-empowerment-index

Over a span of 50 years (1972-2020), our comprehensive analysis covers 190 countries. The women's empowerment index consists of responses to 35 yes or no questions for each year across eight categories of women's rights.

xgboost_film_analysis icon xgboost_film_analysis

Simple python script for using XGBoost decision tree ensemble to predict profit factor for film titles. Features include: rating, category, replacement cost, total revenue, film copy count, number of times rented, and inventory cost.

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