Let's consider a dataframe like this:
(index) condition number
0 'increase' 1
1 'do-nothing' 1
I'd like to increment the elements in the number
column if the condition
element in the same row is equal to 'increase'. In principle, I thought about something similar:
# non-working example
df['number'] = df['number'].apply(lambda x: x+=1 if x['condition'] == 'increase' else x)
This example of course does not work. Is there an efficient method to do it?
I think you're looking for:
df.loc[df['condition'] == 'increase', 'number'] += 1
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