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Visual Aids for EDA

As data scientists, two important goals in our work would be to extract knowledge from the data and to present the data to stakeholders. Presenting results to stakeholders is very complex in the sense that our audience may not have enough technical know-how to understand programming jargon and other technicalities. Hence, visual aids are very useful tools. In this chapter, we will focus on different types of visual aids that can be used with our datasets. We are going to learn about different types of techniques that can be used in the visualization of data. 

In this chapter, we will cover the following topics: 

Line chart

Bar chart

Scatter plot

Area plot and stacked plot

Pie chart

Table chart

Polar chart

Histogram

Lollipop chart

Choosing the best chart

Other libraries to explore

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