Pandas Practice Set-1: Select a series from a DataFrame and print
3. Select a Series from Diamonds DataFrame
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
For more Practice: Solve these Related Problems:
- Write a Pandas program to extract the 'price' column from the diamonds DataFrame and display its head.
- Write a Pandas program to select the 'cut' series from the diamonds DataFrame and print the unique values.
- Write a Pandas program to extract a series for 'carat' from the diamonds DataFrame and compute its descriptive statistics.
- Write a Pandas program to select a series (e.g., 'color') from the diamonds DataFrame and plot its value counts.
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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