Data Science

Data Visualization Techniques

Data visualization helps communicate insights through graphical representations, making complex data easier to understand.

Common Visualization Techniques

  • Bar Charts: Used for comparing categorical data.
  • Line Charts: Show trends over time.
  • Scatter Plots: Display relationships between two numerical variables.
  • Heatmaps: Represent correlations and density visually.
  • Box Plots: Show data distribution and outliers.