Teaching Yourself to Code (VII)

Pandas is rather outstanding! After around 18 hours of exerted efforts, the annual budget chart will now automatically update any new amounts. With respect to the spending about the type of purchase made

or how many of the type of purchase was made.

As well as with respect to the spending at the merchant visited

or how many times a merchant held the highest spending per data point

or even the type of merchant

All while allowing for analysis of spending amounts via linear regression

Now all that would be left is to tie up a few loose ends, like adding the geographical coordinate vectors so the geolocation isn't just a floating accessory, and then I can move on to working on packaging.

And all of this starting from the data in a spreadsheet.

With a little help from Google's APIs, the documentation, and a fantastic slack community.