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How can you combine LineCollection with a colormap to color lines based on a numeric value array?

hard📝 Application Q9 of 15
Matplotlib - Performance and Large Data
How can you combine LineCollection with a colormap to color lines based on a numeric value array?
APass an array of numeric values to the <code>array</code> parameter and set <code>cmap</code> in LineCollection.
BSet colors parameter to a list of color names matching values.
CUse PolyCollection instead of LineCollection for colormapping.
DManually set colors after plotting with plt.set_color().
Step-by-Step Solution
Solution:
  1. Step 1: Understand LineCollection colormapping

    LineCollection supports an array of values and a colormap to map colors automatically.
  2. Step 2: Identify correct usage

    Passing numeric array to array= and colormap to cmap= enables color mapping.
  3. Final Answer:

    Pass an array of numeric values to the array parameter and set cmap in LineCollection. -> Option A
  4. Quick Check:

    Use array and cmap for colormapping = A [OK]
Quick Trick: Use array and cmap params for automatic color mapping [OK]
Common Mistakes:
  • Passing colors list instead of numeric array
  • Using PolyCollection incorrectly for lines
  • Trying to set colors after plotting

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