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What is the effect of adding plt.fill_between(x, y1, y2, color='skyblue', alpha=0.5) in a plot?

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Matplotlib - Seaborn Integration
What is the effect of adding plt.fill_between(x, y1, y2, color='skyblue', alpha=0.5) in a plot?
AIt adds grid lines with skyblue color
BIt fills the area between y1 and y2 curves with a semi-transparent color
CIt creates a bar chart with skyblue bars
DIt plots two separate lines y1 and y2
Step-by-Step Solution
Solution:
  1. Step 1: Understand plt.fill_between()

    This function fills the area between two curves y1 and y2 along x with a specified color and transparency.
  2. Step 2: Analyze the options

    It fills the area between y1 and y2 curves with a semi-transparent color correctly describes the fill effect. Other options describe unrelated plot features.
  3. Final Answer:

    It fills the area between y1 and y2 curves with a semi-transparent color -> Option B
  4. Quick Check:

    fill_between = shaded area between curves [OK]
Quick Trick: Use fill_between to shade between two lines [OK]
Common Mistakes:
  • Thinking it plots lines
  • Confusing with bar chart
  • Assuming it adds grid lines

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