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What will the following code display?

medium📝 Predict Output Q13 of 15
SciPy - Integration with Scientific Ecosystem
What will the following code display?
import numpy as np
import matplotlib.pyplot as plt
from scipy.integrate import quad

def f(x):
    return np.sin(x)

result, error = quad(f, 0, np.pi)
plt.plot([0, np.pi], [0, result])
plt.title(f"Integral result: {result:.2f}")
plt.show()
AA line plot from 0 to π with y-values 0 to approximately 2 showing the integral result
BA scatter plot of sine values between 0 and π
CA bar chart showing the error value of the integral
DAn empty plot with no lines or points
Step-by-Step Solution
Solution:
  1. Step 1: Understand the integral calculation

    The code calculates the integral of sin(x) from 0 to π, which equals 2.
  2. Step 2: Understand the plot command

    It plots a line from (0,0) to (π, result), so from 0 to π on x-axis and 0 to ~2 on y-axis.
  3. Final Answer:

    A line plot from 0 to π with y-values 0 to approximately 2 showing the integral result -> Option A
  4. Quick Check:

    Integral of sin(x) 0 to π = 2, line plot shows this [OK]
Quick Trick: Integral of sin(x) from 0 to π is 2, plot line shows it [OK]
Common Mistakes:
  • Thinking the plot shows sine wave points
  • Confusing scatter plot with line plot
  • Ignoring the integral result in the plot

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