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Python Pandas Exercises

Pandas Practice Set-1: Select a series from a DataFrame and print

Pandas Practice Set-1: Exercise-3 with Solution

Write a Pandas program to select a series from diamonds DataFrame. Print the content of the series.

Sample Solution :

Python Code :

import pandas as pd
diamonds = pd.read_csv('https://raw.githubusercontent.com/mwaskom/seaborn-data/master/diamonds.csv')
print(diamonds['carat'])

Sample Output:

runfile('C:/Users/User/.spyder-py3/temp.py', wdir='C:/Users/User/.spyder-py3')
0        0.23
1        0.21
2        0.23
3        0.29
4        0.31
5        0.24
6        0.24
7        0.26
8        0.22
9        0.23
10       0.30
11       0.23
12       0.22
13       0.31
14       0.20
15       0.32
16       0.30
17       0.30
18       0.30
19       0.30
20       0.30
21       0.23
22       0.23
23       0.31
24       0.31
25       0.23
26       0.24
27       0.30
28       0.23
29       0.23

53910    0.70
53911    0.57
53912    0.61
53913    0.80
53914    0.84
53915    0.77
53916    0.74
53917    0.90
53918    0.76
53919    0.76
53920    0.70
53921    0.70
53922    0.70
53923    0.73
53924    0.73
53925    0.79
53926    0.71
53927    0.79
53928    0.79
53929    0.71
53930    0.71
53931    0.71
53932    0.70
53933    0.70
53934    0.72
53935    0.72
53936    0.72
53937    0.70
53938    0.86
53939    0.75
Name: carat, Length: 53940, dtype: float64

Python Code Editor:


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Previous: Write a Pandas program to read a dataset of diamonds and modify the default columns values and print the first 6 rows.
Next: Write a Pandas program to create a new 'Quality –color' Series (use bracket notation to define the Series name) of the diamonds DataFrame.

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