Class 12 Code 065 Data Frame Attributes

Attributes are the properties of a DataFrame that can be used to fetch data or any information related to a particular dataframe. The syntax of writing an attribute is: 

DataFrame_name.attribute 

These are the attributes of the dataframe: 

• index 
• columns 
• axes 
• dtypes 
• size 
• shape 
• ndim 
• empty 
• T 
• values

All Important attribute of DataFrame 

import pandas as pd

s1=pd.DataFrame({"A":{"aa":12,"bb":13,"cc":14},"B":{"aa":12,"bb":13,"cc":14},"C":{"aa":12,"bb":13,"cc":14}})

#print(s1)

print("axis:",s1.axes)

print("Index:",s1.index)

print("Values:",s1.values)

print("Shape:",s1.shape)

print("Size",s1.size)

print("Dimension:",s1.ndim)

print("count:",s1.count())

print("count:",s1.count(0))

print("count:",s1.count(1))

print("Transpose:",s1.T)