Size and shape of a dataframe in pandas python: Size of a dataframe is the number of fields in the dataframe which is nothing but number of rows * number of columns. Shape of a dataframe gets the number of rows and number of columns of the dataframe.
Lets see on how to
- Get the Size of the dataframe in pandas python.
- Get the shape of the dataframe in pandas python.
First let’s create a dataframe
import pandas as pd
import numpy as np
#Create a DataFrame
df1 = {
'Name':['George','Andrea','micheal','maggie','Ravi','Xien','Jalpa'],
'Mathematics_score':[62,47,55,74,32,77,86]}
df1 = pd.DataFrame(df1,columns=['Name','Mathematics_score'])
print(df1)
df1 will be
Get size of the dataframe in pandas python:
# Get the size of the dataframe df1.size
Result:
14
Get shape of the dataframe in pandas python:
# Get the shape of the dataframe df1.shape
Result:
(7, 2)
