Scatter plot: A scatter plot is a type of plot that shows the data as a collection of points. The position of a point depends on its two dimensional value, where each value is a position on either the horizontal or vertical dimension.

Matplotlib is the most popular data visualization library in Python. It allows to create charts in few lines of code.

We can install Matplotlib using Pip. Pip is a management software for installing Python packages.

(i) Line plot
(ii) Scatter plot
(iii) Histogram
(iv) Box plot
(v) Bar chart and
(vi) Pie chart

(i) Charts
(ii) Tables
(iii) Graphs
(iv) Maps
(v) Infographics
(vi) Dashboards

Program:
For example, to plot x versus y, you can issue the command:
import matplotlib. pyplot as plt
pIt.plot([1,2,3,4], [1,4,9,16])
plt.show ( )
Output:

Program:
import matplotlib.pyplot as plt
pIt.plot([1, 2, 3, 4]) ,
plt.show ( )
Output:

(a) Check if PIP is Installed:
To check if PIP is already installed in our system, navigate our command line to the location of Python's script directory.
Command:
Python m pip install - U pip.
(b) To check PIP version:
To check the version of PIP in our system, type the command as:
C: \Users\Your Name\App Data\Local\Programs\Python\Python 36-32\Scripts> Pip--version.
(c) List packages:
To view the list of installed packages on our system, use the list command:
C:\Users\Your Name\App Data\Local\Programs\Python\Python 36-32\scripts> Pip list

(i) Data Visualization help users to analyze and interpret the data easily.
(ii) It makes complex data understandable and usable.
(iii) Various Charts in Data Visualization helps to show relationship in the data for one or more variables.

S.No	Histogram	Bar graph
i)	Histogram refers to a graphical representation; that displays data by way of bars to show the frequency of numerical data.	A bar graph is a pictorial representation of data that uses bars to compare different categories of data.
ii)	A histogram represents the frequency distribution of continuous variables.	Conversely, a bar graph is a diagrammatic comparison of discrete variables.
iii)	Histogram presents numerical data	Bar graph shows categorical data
iv)	Items of the histogram are numbers, which are categorised together, to represent ranges of data.	As opposed to the bar graph, items are considered as individual entities.
v)	A histogram, this cannot be done, as they are shown in the sequence of classes.	In the case of a bar graph, it is quite common to rearrange the blocks, from highest to lowest.
vi)	The width of rectangular blocks in a histogram mayor may not be same	The width of the bars in a bar graph is always same.

(i) Home Button \(\rightarrow \) The Home Button will help one to begun navigating the chart. If you ever want to return back to the original view, you can click on this.
(ii) Forward/Back buttons \(\rightarrow \) These buttons can be used like the Forward and Back buttons in browser. Click these to move back to the previous point you were at, or forward again.
(iii) Pan Axis \(\rightarrow \) This cross-looking button allows you to click it, and then click and drag graph around.
(iv) Zoom \(\rightarrow \) The Zoom button lets you click on it, then click and drag a square would like to zoom into specifically. Zooming in will require a left click and drag. Zoom out with a right click and drag.
(v) Configure Subplots\(\rightarrow \) This button allows you to configure various spacing options with figure and plot.
(vi) Save Figure \(\rightarrow \)This button will allow you to save figure in various forms