Pandas Practice Set-1: Calculate the multiply of length, width and depth for each cut of diamonds DataFrame
47. Calculate the Product of x, y, and z for Each Diamond
Write a Pandas program to calculate the multiply of length, width and depth for each cut of diamonds DataFrame.
Sample Solution:
Python Code:
import pandas as pd
diamonds = pd.read_csv('https://raw.githubusercontent.com/mwaskom/seaborn-data/master/diamonds.csv')
print("Original Dataframe:")
print(diamonds.head())
print("\nMultiply of length, width and depth for each cut:")
print((diamonds.x*diamonds.y*diamonds.z).head())
Sample Output:
Original Dataframe: carat cut color clarity depth table price x y z 0 0.23 Ideal E SI2 61.5 55.0 326 3.95 3.98 2.43 1 0.21 Premium E SI1 59.8 61.0 326 3.89 3.84 2.31 2 0.23 Good E VS1 56.9 65.0 327 4.05 4.07 2.31 3 0.29 Premium I VS2 62.4 58.0 334 4.20 4.23 2.63 4 0.31 Good J SI2 63.3 58.0 335 4.34 4.35 2.75 Multiply of length, width and depth for each cut: 0 38.202030 1 34.505856 2 38.076885 3 46.724580 4 51.917250 dtype: float64
For more Practice: Solve these Related Problems:
- Write a Pandas program to compute a new column that is the product of x, y, and z measurements for each diamond.
- Write a Pandas program to calculate the volume of each diamond by multiplying x, y, and z and add it as a new column.
- Write a Pandas program to compute and display the product of x, y, and z for each record, then filter for values above a threshold.
- Write a Pandas program to calculate the multiplication of the three dimensions and compare the result with the existing 'carat' value.
Python Code Editor:
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