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ad_clicks_ab_testing

This notebook uses python and related modules to analyze the data provided by testing two different ads.

airbnb_scraper

A scraper that acquires data from Airbnb search results pages

bank_teller_program

blaaycub

Config files for my GitHub profile.

blaaycubs_shipping

central_limit_theorem_wage_data

Utilization of the Central Limit Theorem (with pandas, matplotlib, and numpy) to quantify uncertainty around sample mean estimates.

denver_airbnb_entirehomeapt_heatmap

A pricing heatmap snapshot (March 2021) of Entire Home/Apt Airbnb listings in Denver

hotel_booking_data

An EDA of Hotel Booking Data to find seasonality, ADR, booking curve, and cancellation rate.

investment_portfolio_analysis_sortino_ratio

This project contains an analysis of investment portfolios for three sets of risk profiles using Pandas, Pandas-datareader, and matplotlib. The Sortino ratio and Efficient Frontier were used to compare and draw conclusions based on 10,000 portfolio iterations for each risk profile.

life-expectancy-gdp-correlation

An exploratory data analysis that searches for correlation between life expectancy and GDP.

list_comprehensions

magic_conch

medical_insurance_project_dictionaries

Python Dictionaries

national_park_biodiversity_analysis

A data analysis on the conservation of endangered National Park species to see if there are patterns or themes in how these species become endangered.

page_visits_funnel

Project example of data cleaning, sales funnel creation, and analysis using Python

plug_power_stock_analysis

portfolio-optimization

The PortfolioAnalysis class is a Python tool for analyzing and optimizing stock portfolios. It utilizes historical data from Yahoo Finance to simulate portfolio performance, optimizes it based on the Sortino ratio, and compares simulated outcomes with actual market returns.

praw_to_excel

A scraper linked PRAW that scrapes posts and comments of specified keywords.

reggie_linear_regression_project

Linear regression model used to determine the optimal bounce of a ball based on diameter of ball and distance of bounce

scrape_to_geojson

Scrapes all geojson files from a webpage and combines each file into a single geojson then exports

scraping-corner

Scraping projects - Mostly using Scrapy, and a bit of selenium 🤖

stock_data_to_google_sheets

Pulls Stock data from yahoo Finance and pushes to Google Sheets

summary_statistics_car_eval

The notebook contains summary statistical operations using the python modules pandas and numpy.

visualizing_tech_stocks

In this project I analyzed 5 technology stocks, using Pandas, Pandas-Datarader, Numpy, and Matplotlib.