Q$4$

You have two Numpy arrays containing the same number of elements. The first array contains the x$-$coordinates of some points, and the second array contains the $y-$coordinates of those points.

What will be the output of the following code:

import pandas as pd

import numpy as np

def create$\_$dataframe $(x,y)$ :

data $=l$

s$\text{'}$: $x,$

$y$:$y$

$1$

df $=$ pd$.$DataFrame$($data$)$

df$[\text{'}$distance$\text{'}]=$ np$.$sqrt$(d{f}^{\text{'}}[x^{\text{'}}{]}^{****2}+df[y^{\text{'}}{]}^{****2}$

return of

$x=np.$array $([1,2,3,4,5])$

$y=np.$array $([2,4,6,8,10])$

print$($f$)$

Answer Options

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This code will raise an error because Pandas cannot accept NumPy arrays as input.

This code will raise an error because the NumPy arrays do not have the same length.

This code will create a Dataframe with three columns: $x_i,y,$ and distance: