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Name: Mitchell Vaughn

Type: User

Company: Columbia University

Location: New York, NY

👋 I am PhD Candidate in Economics at Columbia University.
I use data to derive insights about how the world works.

🛠️ My Tools

Programming: Python (Pandas, NumPy, seaborn, Matplotlib)

Database: SQL (Postgres)

Coding: VS Code, Vim, Git

📚 Projects

Project Link	Tools	Description
🗺️ World Development Indicators	PostgeSQL, Tableau	Exploratory analysis and visualizations of worldwide national accounts.
🏧 Access to Financial Markets	Python, Seaborn, Matplotlib, Tableau	Cleaned and transformed household level data to study the determinants of access to financial markets.
🇲🇽 Forecasting Mexican National Accounts	Python, Seaborn, Matplotlib	Forecasted national accounts to study impact of recessions.
🍱 Household Consumption	Python, Seaborn, Matplotlib, scikit-learn	Studied how households differed in their responses to a recession.
📊 Stochastic Volatility	Python, Matplotlib, PyStan	Detecting (unobservable) changes in the standard deviation of GDP.
📈 Interest Rates in Emerging Markets	Python, Matplotlib, Seaborn, Tableau	Visualization of insights from Neumeyer-Perri (2006).

Tableau Profile

Mitchell Vaughn's Projects

access-to-financial-markets

Study of how households differ in their access to financial markets

forecasting-mexico-national-accounts

Forecasting Mexican national accounts using regression and ARIMA

household-consumption

Study of household consumption responses during the Mexican Peso Crisis

interest-rates-emerging-markets

Visualization of insights from Neumeyer-Perri (2006)

mitchellvaughn.github.io

mjv2146

stochastic-volatility

Detecting unobservable changes in standard deviation of GDP

uber-nyc

Analysis of high volume new york taxi data

world-development-indicators

Exploratory data analysis in SQL and visualizations in Tableau

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