There's lots to see and do in this merry land. Special thanks to the Python uncertainties package for eliminating the need for me to ever calculate uncertainties by hand. If you don't already have this package installed, or for some reason use Sypder, go to your Terminal on your respective operating system (on Windows, this is Win+R, then type cmd; on Mac, this is Cmd+Space, then type terminal), and type the following command:

pip install uncertainties
pip install pillow
pip install opencv-python

Alternatively, in Anaconda, type:

conda install uncertainties
conda install pillow
conda install opencv-python

You can find this under the aptly-named capacitance-data-analysis.py. You should be able to obtain plots that look something along these lines.

My magnum opus. Using diffraction-data-analysis-b-manual.py contains ways you can correct the curve_fit obtained from Scipy to make it better fit the curve through applying phase shifts, vertical and horizontal scalings.

Some output along these lines is expected from the file lenses-data-analysis.py:

tumbleweed

Some output along these lines is expected from the file rydberg-data-analysis.py:

No further comment will be made about this data analysis. Find at nss-pendulum-data-analysis-__________.py: