Rainfall_mm
int64
450
2.2k
Conductivity_µS_cm
int64
450
540
Groundwater_Level_m
float64
9.5
23.4
City
stringlengths
4
15
pH
float64
7
7.8
Land_Use
stringclasses
3 values
2,100
500
12.5
Mumbai
7.2
Urban
800
460
22.3
Delhi
7.8
Urban
970
480
14.1
Bangalore
7.4
Urban
820
490
18.6
Hyderabad
7.1
Urban
790
510
20.8
Ahmedabad
7.6
Urban
1,400
470
10.2
Chennai
7.3
Urban
1,800
520
9.5
Kolkata
7.5
Urban
1,100
450
15.4
Surat
7
Urban
720
530
13.7
Pune
7.6
Urban
650
540
21.9
Jaipur
7.7
Urban
950
460
16.3
Lucknow
7.2
Urban
850
470
17.5
Kanpur
7.4
Industrial
1,100
490
14.9
Nagpur
7.3
Urban
930
500
19.7
Indore
7.8
Urban
2,100
530
12.8
Thane
7.5
Urban
1,150
520
18.2
Bhopal
7
Urban
1,200
510
13
Visakhapatnam
7.3
Urban
1,020
480
10.7
Patna
7.4
Urban
900
490
17.6
Vadodara
7.6
Urban
850
460
20.1
Ghaziabad
7.2
Urban
780
470
12.2
Ludhiana
7.1
Industrial
720
510
21.5
Agra
7.7
Urban
700
530
14.4
Nashik
7.4
Agricultural
800
480
16.9
Faridabad
7.5
Industrial
920
470
13.6
Meerut
7.3
Urban
850
520
19
Rajkot
7.6
Urban
1,500
490
15.1
Kalyan-Dombivli
7.4
Urban
1,600
520
12.7
Vasai-Virar
7.5
Urban
1,000
470
14.3
Varanasi
7.2
Urban
1,150
460
9.8
Srinagar
7
Urban
950
480
16.1
Aurangabad
7.3
Urban
1,200
500
18.5
Dhanbad
7.8
Industrial
800
530
15
Amritsar
7.1
Agricultural
2,200
480
13.9
Navi Mumbai
7.4
Urban
1,050
460
11.4
Allahabad
7.2
Urban
1,700
500
10.1
Howrah
7.5
Urban
740
490
20.2
Gwalior
7.3
Urban
1,000
520
14.5
Jabalpur
7.6
Urban
700
530
16.7
Coimbatore
7.2
Urban
1,050
500
11.9
Vijayawada
7.7
Urban
450
540
23.4
Jodhpur
7.3
Urban
850
510
12.4
Madurai
7.4
Urban
1,100
520
17.2
Raipur
7.8
Urban
650
500
20.6
Kota
7.5
Industrial
1,600
480
10.6
Guwahati
7.3
Urban
800
530
16.4
Chandigarh
7.1
Urban
700
540
19.8
Solapur
7.7
Agricultural
850
470
13.2
Hubli-Dharwad
7.4
Urban