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

Libraries used in this video:

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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

FUNDAMENTALS OF PETROPHYSICS

PETROPHYSICS: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties

WELL LOGGING FOR EARTH SCIENTISTS

GEOLOGICAL INTERPRETATION OF WELL LOGS

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Thanks for watching, if you want to connect you can find me at the links below:

#matplotlib #petrophysics #python #histograms #welllogs #jupyternotebooks #geoscience

[andikanwilliam]

Hi Andy. I can't explain how useful your videos are to those of us who are knew to the world of programming. Thank you very much and keep them coming.
Regards,
Andy William

[ohohjournal]

love your videos, very concise and clear to understand the key points, thanks :) wish you all the best!

[antoniochicunasuamigomes]

This is great! Thanks a lot Mr McDonald! Please, don't stop.

[viniitr]

Another content of great value for beginners like me. Many thanks

[chisoo]

Hi Sir, Can I know how to ask Colab to table out the Frequency for each bin in the histogram