Sometimes it is found that the data points are randomly arranged and distributed with no obvious pattern which depicts a lack of dependent relationship. Here the information is gathered according to the movement of the data points along the two-axis whether the if the movement of data points is dependent on each other or not. The graph that is plotted for two sets of data along the two axes helps to visualize the relationship between the two or more core variables, that graph is defined as the scatter plot between the variables. The two-dimensional graph with an axis that is the x-axis and y-axis represents the position of a dot's data.

The scatter plot can be defined as a type of plot that illustrates the data as a collection of points or dots. When we want to build graphs and visualize the relationship between two or more variables we make use of scatter plots in python.

With the below module, we shall be exploring the concepts around scatter plots in python and practicing various examples that will help clear all the doubts around the scatter plot in python.Ī few pre-requisites before proceeding with this module are as follows:

While creating dashboards in python, we can make use of various libraries offered by python of which, the scatter plot graph is the most popular of all which helps to visualize the relationship between two variables on a graph.

Color scatter plot python seaborn