Informatics Practices
What is a quartile ? How is it different from quantile ?
Python Pandas
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Answer
Quartile refers to the division of the total distribution of given data into a four equal proportions with each containing one fourth of the total population.
Quartiles specifically divide the dataset into four equal parts, while quantiles can divide the dataset into any desired number of equal parts.
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Assume that required libraries (Pandas and Numpy) are imported and DataFrame ndf has been created as shown in solved problem 16. Predict the output produced by following code fragment :
print(ndf[ndf["age"] > 30]) print(ndf.head(2)) print(ndf.tail(3))The following DataFrame
ndfis from solved problem 16 :Name Sex Position City age Projects Budget 0 Rabina F Manager Bangalore 30 13 48 1 Evan M Programer New Delhi 27 17 13 2 Jia F Manager Chennai 32 16 32 3 Lalit M Manager Mumbai 40 20 21 4 Jaspreet M Programmer Chennai 28 21 17 5 Suji F Programmer Bangalore 32 14 10