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Douglas Pizac's Projects

airbnb_homecoming icon airbnb_homecoming

Predicting house prices to generate daily rates for Airbnb and estimate potential revenue.

federal-student-loan-repayment icon federal-student-loan-repayment

I created a function that takes in a student loan balance, monthly federal student loan payment, and federal interest rate as arguments. It then plots the differences in paying off federal student loans during the economic relief period due to coronavirus.

hotel_shiny_app icon hotel_shiny_app

Built an R Shiny dashboard to display visualizations and findings from over 120,000 reservations at two Portugal hotels.

housing-price-prediction icon housing-price-prediction

In this repo, my team and I will analyze a kaggle house price data set to come up with insights about the market and to predict future prices.

live-learning-sessions icon live-learning-sessions

This is the repository that contains the material of the live learning sessions of the NYC Data Science Academy Online Bootcamp.

mooc-tic-tac-toe-game icon mooc-tic-tac-toe-game

As part of a Udemy course to first learn Python, I had to write code to create a tic-tac-toe game with a visual game board for players to see what moves have been made.

opentable_reservationdata icon opentable_reservationdata

Plotting OpenTable data to analyze the change in reservations in different cities, states and countries as a result of COVID-19.

podcast_scraping_project icon podcast_scraping_project

Web scraping with Selenium to obtain information on the top podcasts in the United States for Apple and Spotify.

vault-brewing-co_yelp-data icon vault-brewing-co_yelp-data

For this project, I used web scraping to create a dataset of over 500 Yelp reviews for Vault Brewing Co: A popular brewpub in Bucks County, PA. With that dataset, I analyzed their number of reviews over time and established a relationship between how many reviews Vault gets per month and their average Yelp rating for that given month.

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