# Scatter Plots In Data Analysis

2 min readApr 23, 2021

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- 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 :**

- 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.