Using Data Science to Understand Data Science: A Canada-U.S. Comparison of the Labour Market

This is my final capstone project to earn the IBM Professional Data Science Certificate.

In this project, I analyze and compare the data science labour market in Canada and the United States.

Data visualization products created:

• categorical plots (seaborn)
• box plots (seaborn)
• histograms (seaborn)
• heatmap (dython)
• line plot (matplotlib)

Machine learning algorithms modelled:

• Logistic Regression
• Decision Tree Classifier
• Support Vector Machine
• K-Nearest Neighbour