Reputation: 581
I have a data frame
df = pd.DataFrame(carData)
df.column['models']
#df.ffill() This is where i need to fill the amount of columns i want to add with previous value
The data looks something like
models
1 honda
2 ford
3 chevy
I want to add an index but keep it numerical up to a certain number and forward fill the models column to the last value. so for example the dataset above has 3 entries, I want to add an have a total of 5 entries it should look something like
models
1 honda
2 ford
3 chevy
4 chevy
5 chevy
Upvotes: 1
Views: 42
Reputation: 75150
Using df.reindex()
and df.ffill()
N= 5
df.reindex(range(N)).ffill()
models
0 honda
1 ford
2 chevy
3 chevy
4 chevy
Upvotes: 2
Reputation: 863611
Use reindex
with method='ffill'
or add ffill
:
N = 5
df = df.reindex(np.arange(1, N + 1), method='ffill')
#alternative
#df = df.reindex(np.arange(1, N + 1)).ffill()
print (df)
models
1 honda
2 ford
3 chevy
4 chevy
5 chevy
If default RangeIndex
:
df = df.reset_index(drop=True)
N = 5
df = df.reindex(np.arange(N), method='ffill')
#alternative
#df = df.reindex(np.arange(N)).ffill()
print (df)
models
0 honda
1 ford
2 chevy
3 chevy
4 chevy
Upvotes: 2