Scatter Plots In Data Analysis

Dhamodharan Sundararajan
2 min readApr 23, 2021
  • Exploring the dataset we have like detective and finding some of useful insights.
  • Using various techniques and diagrammatical ways, we can analyse data set effectively.

Below are some of the graphical ways to get useful insights,

2D Scatter Plot

Interrupting 2D Scatter Plot :

  • Temperature on X axis tells temperature varies between 12 to 25 degree Celsius.
  • Sales on Y axis tells sales varies between $200 to $600.
  • Most amount of sales happened between 16 to 19 degree Celsius.

3 D Scatter Plot

Interrupting 3 D Scatter Plot :

  1. Most points accumulated at the above region where the X axis lies averagely 1.05 and the Y axis on 0.1 and Z Axis on 0.1.

From above data we can take useful insights.

Pair Plot

  • Pair plot is also a scatter plot but it gives all the possible combinations of features (i.e)

4 Features : 16 Plots Where 6 Unique plots.

  • The plots which are marked as green are replicate on red one except that the axis are interchanged.
  • This 6 different can be interrupted as separate 2D scatter plots.