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CBSE Class 12 Informatics Practices Question 41 of 44

Data Handling using Pandas — Question 42

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42
Question

Question 39

Create a dataframe of {‘A’ : [True, True], ‘B’: [True, False], ‘C’: [False, False]} and display the result of all() and any().

Solution
import pandas as pd
df = pd.DataFrame({'A': [True, True], 'B': [True, False], 'C': [False, False]})

print(df)

print("\nResult of all() function:")
print(df.all())

print("\nResult of any() function:")
print(df.any())
Output
      A      B      C
0  True   True  False
1  True  False  False

Result of all() function:
A     True
B    False
C    False
dtype: bool

Result of any() function:
A     True
B     True
C    False
dtype: bool
Answer

import
pandas
as
pd
df
=
pd
.
DataFrame
({
'A'
: [
True
,
True
],
'B'
: [
True
,
False
],
'C'
: [
False
,
False
]})
print
(
df
)
print
(
"
\n
Result of all() function:"
)
print
(
df
.
all
())
print
(
"
\n
Result of any() function:"
)
print
(
df
.
any
())
Output
A B C
0 True True False
1 True False False

Result of all() function:
A True
B False
C False
dtype: bool

Result of any() function:
A True
B True
C False
dtype: bool