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Learn AI with Python · Lesson

Histograms and Scatter Plots

Analyzing data distribution.

1

Histograms and Scatter Plots

Histograms and scatter plots are essential tools for analyzing and visualizing data distribution and relationships.

Histograms show the frequency distribution of data, while scatter plots reveal the relationship between two variables.

Histograms and Scatter Plots — illustration 1

2

Understanding Histograms

A histogram groups data into bins and shows how frequently each range of values occurs. The height of each bar represents the frequency.

For example, a histogram can show the distribution of ages in a population.

All lessons in this course

  1. Introduction to Data Visualization
  2. Line Charts
  3. Histograms and Scatter Plots
  4. Heatmaps
  5. Interactive Visualizations
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