
# BW #111: State taxes (solution)
Get better at: Excel files, cleaning data, regular expressions, multi-indexes, and plotting
Get better at: Excel files, cleaning data, regular expressions, multi-indexes, and plotting
Get better at: Excel files, cleaning data, regular expressions, multi-indexes, and plotting
Get better at: Excel files, dates and times, plotting, and creating pivot tables
Get better at: Excel files, dates and times, plotting, and creating pivot tables
Get better at: Excel files, dates and times, correlations, plotting with Seaborn, and window functions
Get better at: Excel files, dates and times, correlations, plotting with Seaborn, and window functions
Get better at: Working with Excel files, filtering, plotting, and joins
Get better at: Working with Excel files, filtering, plotting, and joins
Get better at: Grouping, sorting, and plotting
Get better at: Grouping, sorting, and plotting
Get better at: Working with Excel files, grouping, linear regression, and plotting
Get better at: Working with Excel files, grouping, linear regression, and plotting