Connvert Continuous data to categorical data in Pandas dataframe

Question

All,

I have below dataset and I Would like to add one extra column to my dataframe, that will represent/reflect the outcome in categorical data as below.

Current Dataset :

After adding new column:

Please advise on how to approach this.I'm new to pyton if you can provide the explanation, that will be great!

Answer 1

You can using map after create the dict , but let us try something new

pd.cut(df.Seasons,4,labels=['Winter','Spring','Summer','Fall'])
Out[262]: 
0    Winter
1    Spring
2    Summer
3      Fall
4    Summer
dtype: category
Categories (4, object): [Winter < Spring < Summer < Fall]

Ok Using map

d=dict(zip([1,2,3,4],['Winter', 'Spring', 'Summer', 'Fall']))
df.Seasons.map(d)
Out[265]: 
0    Winter
1    Spring
2    Summer
3      Fall
4    Summer
dtype: object