How to extract car model name from the car dataset?

Question

Can anyone help me to extact the car model names from the following sample dataframe?

index,Make,Model,Price,Year,Kilometer,Fuel Type,Transmission,Location,Color,Owner,Seller Type
0,Honda,Amaze 1.2 VX i-VTEC,505000,2017,87150,Petrol,Manual,Pune,Grey,First,Corporate
1,Maruti Suzuki,Swift DZire VDI,450000,2014,75000,Diesel,Manual,Ludhiana,White,Second,Individual
2,Hyundai,i10 Magna 1.2 Kappa2,220000,2011,67000,Petrol,Manual,Lucknow,Maroon,First,Individual
3,Toyota,Glanza G,799000,2019,37500,Petrol,Manual,Mangalore,Red,First,Individual

I have used this code : model_name = df['Model'].str.extract(r'(\w+)')

How ever, i'm unable to get the car names which has names such as WR-V, CR-V ( or which has space or hyfen in between the names)

This is the detailed link of the dataset:https://www.kaggle.com/datasets/nehalbirla/vehicle-dataset-from-cardekho?select=car+details+v4.csv

Desired output should be:

index,0
0,Amaze
1,Swift
2,i10
3,Glanza
4,Innova
5,Ciaz
6,CLA
7,X1 xDrive20d
8,Octavia
9,Terrano
10,Elite
11,Kwid
12,Ciaz
13,Harrier
14,Polo
15,Celerio
16,Alto
17,Baleno
18,Wagon
19,Creta
20,S-Presso
21,Vento
22,Santro
23,Venue
24,Alto
25,Ritz
26,Creta
27,Brio
28,Elite
29,WR-V
30,Venue

Please help me!!

Answer 1

The exact logic is unclear, but assuming you want the first word (including special characters) or the first two words if the first word has only one or two characters:

df['Model'].str.extract(r'(\S{3,}|\S{1,2}\s+\S+)', expand=False)

Output:

0            Amaze
1            Swift
2              i10
3           Glanza
4           Innova
5             Ciaz
6              CLA
7     X1 xDrive20d
8          Octavia
9          Terrano
10           Elite
11            Kwid
12            Ciaz
13         Harrier
14            Polo
15         Celerio
16            Alto
17          Baleno
18           Wagon
19           Creta
20        S-Presso
21           Vento
22          Santro
23           Venue
24            Alto
25            Ritz
26           Creta
27            Brio
28           Elite
29            WR-V
...            ...
Name: Model, dtype: object