Business Problem

Do tax cuts to corporate create jobs for the economy? This concept of trickle-down economics has been widely accepted since 1980’s.I wanted to further analyze this and see if it creates jobs or does it have any relationship to the unemployment. If tax cuts create jobs, then the unemployment rates should go down as well indicating increased jobs. To create dataset for this project, I focused on only economic indicators and consolidated datasets by year to create dataset with multiple variables. For my hypothesis questions, I included Following Countries economic Indicators:

Australia, Austria, Belgium, Canada, Switzerland, Chile, Czech Republic, Germany, Estonia, Denmark, Spain, Finland, France, Greece, United Kingdom, Hungary, Ireland, Iceland, Israel, Italy, Japan, Korea, Lithuania, Luxembourg, Latvia, Mexico, Netherlands, Norway, New Zealand, Poland, Turkey, USA, Slovenia, Slovakia,

Techniques

I used Matplotlib and Seaborn to do exploratory data analysis on following economic indicators: unemployment rates, corporate tax rates, income tax rates, GDP and CPI. Furthermore, I performed Regression Analysis to find the relationship between corporate tax rates and unemployment rates. This project lasted approximately 4-5 Days. Most of the time was spent finding a data for this project.

Key Skills

Data Cleaning, Data Transformation, Data Visualization, Regression Analysis, Exploratory Data Analysis