I have a dictionary - {'Car': ['a', 'b'], 'Bike': ['q', 'w', 'e']}
I want to generate a data frame like this -
S.no. | vehicle | model
1 | Car | a
2 | Car | b
2 | Bike | q
2 | Bike | w
2 | Bike | e
I tried df = pd.DataFrame(vDict)
but I get ValueError: arrays must all be same length
error. Help please?
Use:
pd.Series(dct, name='model').explode().rename_axis(index='vehicle').reset_index()
We can use pd.DataFrame.from_dict
here, then use stack
and finally clean up our index and column names:
dct = {'Car': ['a', 'b'], 'Bike': ['q', 'w', 'e']}
df = pd.DataFrame.from_dict(dct, orient='index').stack()
df = df.reset_index(level=0, name='model').rename(columns={'level_0':'vehicle'})
df = df.reset_index(drop=True)
vehicle model
0 Car a
1 Car b
2 Bike q
3 Bike w
4 Bike e
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