I have a pandas.Dataframe.
df = pandas.DataFrame([(11,12,13),(1,3,5),(1,1,2)], columns=['a','b','c'])
a b c
0 11 12 13
1 1 3 5
2 3 1 2
I would like to create a fourth column called d which would tell me if all elements in a row are bigger than 10. It this example it would look like this.
a b c d
0 11 12 13 True
1 1 3 5 False
2 3 1 2 False
I tried this which gives me a TypeError.
x = df['a']
y = df['b']
z = df['c']
df['d'] = df.apply(lambda x,y,z: True if x > 10 and y > 10 and z > 10 else False)
I have also tried this which gives me a ValueError.
df['d'] = True
df['e'] = df['d'].where(df['a'] > 10 and df['b'] > 10 and df['c'] > 10, other=False)
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