Scott Burstein's repositories
Python_Finance
Projects and reusable code from my time completing Codecademy's Analyze Financial Data with Python Skill Path. August 2021.
Fractals_and_Root-Finding
Newton Fractals implemented in Python. Minkowski–Bouligand dimension / box counting dimension calculations. Visualized with Pyplot
Mathematical-Programming-in-Python
Numerical Integration, Simpson's Rule, Adaptive Integration, Derivatives, Rounding Error, and many others!
CodeCademy-Projects
Off-platform projects I completed through the Data Science career path.
ESG-Stock-Data
S&P 500 ESG / Financial Performance Data. ESG data web-scraped from Yahoo Finance; stock metrics from 3rd party. Merged into `sp_esg_stock_data.csv` df.
ETF-Sustainability-Strats
Basic outline of my senior research thesis on sustainable investing strategies
Global-Temperature-Trend-Detection
Interpolated multiple time-series datasets; tested regional variation using statistical methods in R; created visualizations using ggplot2.
math260
Math 260 code examples.
Natural-Disaster-Sentiment-Analysis
A Google Trends Sentiment Analysis integrated with FEMA emergency declarations data. I attempt to correlate isolated natural disasters with a change in search patterns for climate change. Emphasis on FL hurricanes and CA wildfires over the past 5 years.
ML-River-Flow-Prediction
ClimateAi Coding Challenge to predict river flow using time series weather data
STA-199
Intro to Data Science