International Standard Atmosphere - part 1 - Data Plotting

This is the first video in the International Standard Atmosphere mini-series. We explore the atmospheric data gathered for more than 100 years and plot the data using python and the Datashader library that handles large datasets. We also explore the pitfalls of having a lot of data to plot and how to handle them. _____Useful Links_____ next episode:    • International Standard Atmosphere - part 2...   Flight Test Channel Github / ISA https://github.com/flight-test-engine... USAF TPS Textbook https://ntrl.ntis.gov/NTRL/dashboard/... Society of Flight Test Engineers http://sfte.org/ http://sfte-ec.org/ JupyterLab https://github.com/jupyterlab/jupyterlab Rob’s Jupyterlab tutorial    • Jupyter Notebook Complete Beginner Guide -...   Python Basics https://pythonprogramming.net/python-...    • Learning to program with Python 3 (py 3.7)   Datashader https://datashader.org/ https://datashader.org/user_guide/Plo... Integrated Global Radiosonde Archive (IGRA) https://www.ncei.noaa.gov/products/we... Radiosonde explanation - NOAA https://www.noaa.gov/jetstream/uppera... Sympy tutorial - Mr P Solver    • SymPy Tutorial (2022): For Physicists, Eng...   _____Video Contents_____ 00:00 - Intro 01:21 - What is a radiosonde 02:18 - NOAA/IGRA radiosonde data archive download 04:34 - Python IGRA parser / module installation 06:36 - Data parsing... 10:01 - Quick and dirty pressure plot 10:51 - Improved plot, but still... 12:02 - Temperature plot 13:03 - Datashader intro 13:56 - Plotting pitfalls 16:45 - Datashader install 18:21 - Datashader plot 21:09 - Multiple locations plot