AdjProg PX660.rarl
AdjProg PX660.rarl
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AdjProg PX660.rarl · Download for PC .Download for PC .Q:
How to apply a function in a cell of a pandas DataFrame?
I have a DataFrame like this
>>> df
year a b c
0 2016 1.23 2 3.4
1 2016 1.03 2 4
2 2016 2.30 2 6
3 2016 1 2 1
How to apply the following function to each row in a DataFrame?
def myfunc(a,b):
t=a+b
if t>> new_df
year a b c
0 2016 3.46 2 6.8
1 2016 2.53 2 4
2 2016 4.90 2 10.2
3 2016 1 2 1
I use the following code but I cannot get the expected result
>>> df[[‘a’, ‘b’, ‘c’]]=df.apply(lambda x: myfunc(x[‘a’],x[‘b’]), axis=1)
I can only run the function once as
>>> df[‘a’]=myfunc(df[‘a’],df[‘b’])
If I do not use the function like above, I cannot see the data frame show
A:
In your code, df[[‘a’, ‘b’, ‘c’]], you are specifying which columns to use. It means that only these three columns will be updated.
If instead you want to update all the columns, you should use df.applymap().
def myfunc(a,b):
t=a+b
if t
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