ADDING DATA VISUALISATION TECHNIQUES

[AshmitaBarthwal]

I would like to Visualize data and it's pattern using various data visualization techniques that come under EDA.I would do this using a Student Performance dataset Data Visualization Includes :

• Histograms: Visualize the distribution of numerical variables.
• Box Plots: Identify outliers and understand data spread.
• Scatter Plots: Explore relationships between numerical variables.
• Bar Charts: Visualize distributions of categorical variables.
• Pair Plots: Examine relationships between multiple numerical variables simultaneously.
• Line Plots: Analyze trends over time.
• Heatmaps: Visualize correlation matrices or missing values.

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