Matplotlib Tutorial 4 | Histogram | How to create Histograms in Matplotlib ? | tamil

Matplotlib For Data Visualization using python

Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy. It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits.

A histogram is an approximate representation of the distribution of numerical data. The term was first introduced by Karl Pearson.[1] To construct a histogram, the first step is to "bin" (or "bucket") the range of values—that is, divide the entire range of values into a series of intervals—and then count how many values fall into each interval. The bins are usually specified as consecutive, non-overlapping intervals of a variable. The bins (intervals) must be adjacent and are often (but not required to be) of equal size.[2]

GIT Repo to download the notebook
https://github.com/AjitAntony/matplotlib_basics

Below are the topics covered in this tutorial:

00:00 Introduction to Histogram in Matplotlib
01:07 create a simple Histograms
03:15 what dose Bins and value ranges represent ?
05:35 Histogram with custom bins count
07:10 Histogram with custom bins ranges
09:00 loading ecommerce Dataset
10:22 Vertical Histograms with frequency count
14:15 Horizontal Histograms with frequency count
15:28 Step Histogram
16:28 Histograms with probability density
19:38 Histograms with cumulative frequency count
22:10 Cumulative frequency count calculation
13:05 Histograms with Cumulative probability density


Other series playlist:

PANDAS
https://youtube.com/playlist?list=PLUgYBRHnEddOP6jiL0pI0mw6qRIyWp8tS

LINEAR REGRESSION
https://youtube.com/playlist?list=PLUgYBRHnEddOli_S43Rf02YzcOkDMcy8A

Machine Learning Concepts
https://youtube.com/playlist?list=PLUgYBRHnEddNZ-VrjPEvqPYqZ_MKxmMcT

Python
https://youtube.com/playlist?list=PLUgYBRHnEddN4KMOkIhHcssUbZ1T1CLmE

KNN
https://www.youtube.com/playlist?list=PLUgYBRHnEddP-Osk-wkDNdubXSNXqdxQ5


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