Matplotlib Histogram | Beginners Tutorial on Visualising Well Log & Petrophysics Data Using Python
Histograms are a great tool for exploratory data analysis. They allow us to view the distribution of the data values and identify key interpretation parameters.
In this video, I cover what a histogram is and how to create one using matplotlib, a common Python data visualization library.
Chapters:
0:00 Introduction
0:20 What are histograms?
1:27 Creating Histograms in Jupyter Notebook
1:51 Importing Libraries and LAS Data
4:20 Creating a Histogram Using Pandas
5:35 Creating a Histogram Using Matplotlib
6:45 Customising the Histogram
8:45 Calculating Statistics and Adding them to the Histogram
10:42 Summary
The notebook for this video can be found on my GitHub repository at: https://github.com/andymcdgeo/Andys_Y...
Libraries used in this video:
LASIO: https://lasio.readthedocs.io/en/latest/
pandas: https://pandas.pydata.org
matplotlib: https://matplotlib.org
If you have enjoyed this video and want to say thanks, feel free to buy me a coffee at the following link: https://buymeacoffee.com/andymcdonaldgeo
-----
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: https://amzn.to/3HNycJ9
US: https://amzn.to/3DL7qPv
FUNDAMENTALS OF PETROPHYSICS
UK: https://amzn.to/3l1PgSf
PETROPHYSICS: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties
UK: https://amzn.to/30UNWZS
US: https://amzn.to/3DNqBbd
WELL LOGGING FOR EARTH SCIENTISTS
UK: https://amzn.to/3FHsbfn
US: https://amzn.to/3CILAuE
GEOLOGICAL INTERPRETATION OF WELL LOGS
UK: https://amzn.to/3l2v2HV
US: https://amzn.to/30UOTkU
-----
Thanks for watching, if you want to connect you can find me at the links below:
/ andymcdonaldgeo
/ geoandymcd
/ andymcdonaldgeo
https://www.andymcdonald.scot/
#matplotlib #petrophysics #python #histograms #welllogs #jupyternotebooks #geoscience
On this page of the site you can watch the video online Matplotlib Histogram | Beginners Tutorial on Visualising Well Log & Petrophysics Data Using Python with a duration of hours minute second in good quality, which was uploaded by the user Andy McDonald 21 July 2021, share the link with friends and acquaintances, this video has already been watched 5,950 times on youtube and it was liked by 192 viewers. Enjoy your viewing!
