Additional resources
Additional resources#
For additional help and info, I recommend the following resources.
Some good documentation by W3 schools. There are even sections where you can interactively explore the code and its output.
YouTube videos by Corey Schafer (and many others). We will cover some, but not all, of the aspects of each of these topics. He also has man videos covering more advanced topics if you are interested.
Strings: https://youtu.be/k9TUPpGqYTo
Integers and Floats: https://youtu.be/khKv-8q7YmY
Lists, Tuples, and Sets: https://youtu.be/W8KRzm-HUcc
Dictionaries: https://youtu.be/daefaLgNkw0
Conditionals and Booleans: https://youtu.be/DZwmZ8Usvnk
Loops and Iterations: https://youtu.be/6iF8Xb7Z3wQ
Functions: https://youtu.be/9Os0o3wzS_I
Here are more videos (by the same person) explaining how to use the pandas package. However, in these videos he is using Jupyter Notebooks.
Getting started with data analysis: https://youtu.be/ZyhVh-qRZPA?t=460
DataFrame and Series basics: https://youtu.be/zmdjNSmRXF4
Indexes: https://youtu.be/W9XjRYFkkyw
Filtering: https://youtu.be/Lw2rlcxScZY
Updating rows and columns: https://youtu.be/DCDe29sIKcE
Add/remove rows and columns: https://youtu.be/HQ6XO9eT-fc
Sorting: https://youtu.be/T11QYVfZoD0
Grouping and aggregating: https://youtu.be/txMdrV1Ut64
Cleaning: https://youtu.be/KdmPHEnPJPs
Dates and time series: https://youtu.be/UFuo7EHI8zc
Reading/writing data: https://youtu.be/N6hyN6BW6ao