Data Science with Python
Lesson 3 of 3 6 min +40 XP

Exploring & Visualizing

Charts reveal patterns.

What you'll learn

  • Understand exploring & visualizing
  • Apply it to real examples
  • Check yourself with a quiz
The pattern you can see

A wall of numbers hides its story until you plot it — suddenly a trend or an outlier jumps out. Visualizing data is how a scientist first meets what the numbers are saying.

See before you model

Histograms show distributions, scatter plots show relationships. Visualizing early reveals patterns, errors, and outliers.

Knowledge Check

+10 XP / correct

1. A scatter plot is best for…

2. Does correlation prove causation?