Matplotlib boxplots can be used for a variety of tasks which include: outlier detection, understanding the data range and distribution, and understanding whether the data is skewed. In this video, we take a look at creating basic boxplots with matplotlib, without the need for seaborn or any other high-level libraries.
We also look at creating boxplots of multiple columns with different ranges using a simple Python for loop.
If you haven't already, make sure you subscribe to the channel: / @andymcdonald42
If you have enjoyed this video and want to say thanks, feel free to buy me a coffee at the following link: buymeacoffee.c...
----
The notebook for this video can be found on my GitHub repository at: github.com/and...
Libraries used in this video:
pandas: pandas.pydata.org
matplotlib: matplotlib.org
Books I Recommend:
As an Amazon Associate I earn from qualifying purchases. By buying through any of the links below I will earn commission at no extra cost to you.
PYTHON FOR DATA ANALYSIS: Data Wrangling with Pandas, NumPy, and IPython
UK: amzn.to/3HNycJ9
US: amzn.to/3DL7qPv
FUNDAMENTALS OF PETROPHYSICS
UK: amzn.to/3l1PgSf
PETROPHYSICS: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties
UK: amzn.to/30UNWZS
US: amzn.to/3DNqBbd
WELL LOGGING FOR EARTH SCIENTISTS
UK: amzn.to/3FHsbfn
US: amzn.to/3CILAuE
GEOLOGICAL INTERPRETATION OF WELL LOGS
UK: amzn.to/3l2v2HV
US: amzn.to/30UOTkU
-----
Thanks for watching, if you want to connect you can find me at the links below:
/ andymcdonaldgeo
/ geoandymcd
/ andymcdonaldgeo
www.andymcdona...
Sign up to my newsletter at:
fabulous-found...
#matplotlib #petrophysics #python #boxplots #welllogs #jupyternotebooks #geoscience
30 сен 2024