N
int64
0
140
P
int64
5
145
K
int64
5
205
temperature
float64
8.83
41.9
humidity
float64
14.3
95
ph
float64
3.5
9.94
rainfall
float64
5.31
299
label
stringclasses
15 values
71
54
16
22.6136
63.690706
5.749914
87.759539
maize
61
44
17
26.100184
71.574769
6.931757
102.266245
maize
80
43
16
23.558821
71.593514
6.657965
66.719955
maize
73
58
21
19.97216
57.682729
6.596061
60.651715
maize
61
38
20
18.478913
62.695039
5.970458
65.438354
maize
68
41
16
21.776893
57.808406
6.158831
102.086169
maize
93
41
17
25.621717
66.504155
6.047907
105.46547
maize
89
60
19
25.191924
66.69029
5.913665
78.066396
maize
76
44
17
20.416831
62.554248
5.855442
65.277985
maize
67
60
25
24.921622
66.786274
5.750255
109.216228
maize
70
44
19
23.316891
73.454154
5.852607
94.297128
maize
90
49
21
24.840167
68.358457
6.472523
74.054749
maize
62
52
16
22.275267
58.840159
6.967058
63.870206
maize
92
44
16
18.877514
65.768161
6.082974
94.761894
maize
66
54
21
25.190087
60.200169
5.919046
72.123756
maize
63
58
22
18.254054
55.282204
6.204748
63.723582
maize
70
47
17
24.612912
70.416244
6.600827
104.162615
maize
61
41
17
25.142061
65.261851
6.021902
76.68456
maize
66
53
19
23.093481
60.115938
6.03355
65.497307
maize
74
55
19
18.050337
62.89367
6.288868
84.236135
maize
77
57
21
24.932158
73.804353
6.550564
79.740787
maize
99
50
15
18.147101
71.094453
5.573286
88.077537
maize
74
56
22
18.283622
66.659528
6.829199
80.975733
maize
83
45
21
18.833445
58.75082
5.716223
79.75329
maize
100
48
16
25.718958
67.221907
5.549902
74.514908
maize
79
51
16
25.337977
68.49836
6.586245
96.463802
maize
94
39
18
23.891146
57.487758
5.893093
102.830194
maize
75
49
15
21.535741
71.50906
5.918264
102.485293
maize
78
48
22
23.089749
63.104596
5.588651
70.434736
maize
87
54
20
25.617074
63.471176
6.576418
108.830376
maize
87
35
25
21.445269
63.162155
6.178056
65.889512
maize
63
43
19
18.518168
55.531281
6.641906
90.988051
maize
84
57
25
22.535105
67.992575
6.48904
64.40866
maize
64
35
23
23.020383
61.89472
5.680361
63.038434
maize
60
46
22
24.893646
65.614188
6.625404
87.929809
maize
98
44
21
25.771751
74.089114
6.524478
107.493192
maize
75
56
18
19.398517
62.357506
5.696205
60.951975
maize
86
55
21
21.541562
59.640242
6.803932
109.751539
maize
98
35
18
23.797461
74.829137
6.252798
91.763372
maize
76
57
18
18.980273
74.526008
6.092726
94.262494
maize
99
56
17
24.108592
73.131123
6.23433
71.075622
maize
60
44
23
24.794708
70.045567
5.72258
76.728601
maize
74
48
17
21.631628
60.277664
6.430616
69.218031
maize
89
60
17
25.375488
57.210256
5.983953
101.700431
maize
69
51
23
22.217382
72.854628
6.801639
106.621316
maize
96
46
22
20.58314
69.001286
6.499936
66.293904
maize
61
60
15
24.875028
68.742483
6.265564
91.260567
maize
74
58
18
20.037282
56.356068
6.727303
109.024141
maize
74
43
23
25.952633
61.890822
6.325235
99.579812
maize
63
43
17
19.288899
65.470508
6.807488
71.319531
maize
99
36
20
20.579819
65.345839
6.671086
78.346045
maize
77
36
23
24.714175
56.734265
6.648725
88.453619
maize
87
60
23
20.273171
63.912819
6.439072
62.503519
maize
60
38
17
18.41933
64.235803
6.474477
76.413124
maize
94
54
17
23.391282
61.744272
5.871648
107.319814
maize
95
38
22
19.849394
61.245001
5.730617
100.768925
maize
84
44
21
21.869274
61.910449
5.85044
107.268193
maize
77
58
19
22.805603
56.507689
5.79165
101.595279
maize
66
44
20
19.078147
69.022986
6.740001
80.725159
maize
63
35
16
22.02721
65.355499
6.272418
83.732801
maize
79
45
20
23.805462
59.24538
5.715209
89.962201
maize
72
60
25
18.525108
69.027623
5.773455
88.102344
maize
67
51
24
23.502979
61.320261
5.584171
64.777914
maize
86
36
24
26.549864
72.891873
5.787268
73.336361
maize
76
48
18
19.295634
69.634812
5.775978
83.210306
maize
75
53
18
20.688999
59.437534
6.864794
103.651438
maize
81
45
23
19.326661
68.034493
6.19236
84.229692
maize
73
45
21
24.605322
73.588685
6.636803
96.591953
maize
71
35
24
22.273736
59.521932
5.826427
67.967048
maize
96
54
22
25.701967
61.334504
6.960358
83.207113
maize
99
39
18
19.201294
68.30579
6.112751
87.850924
maize
62
48
20
21.701814
60.474705
6.708447
95.713885
maize
86
37
16
20.517168
59.212355
5.561511
67.610137
maize
94
50
19
23.303553
73.625484
5.873242
97.590813
maize
76
39
24
24.254745
55.647099
6.995844
64.238455
maize
77
52
17
24.863749
65.742005
5.7148
75.822705
maize
74
39
23
22.626512
65.774729
6.780736
88.17251
maize
81
49
20
18.041855
60.614943
5.513698
104.232162
maize
63
42
21
23.262376
72.331255
5.798424
67.102251
maize
99
38
21
22.883309
71.597224
6.352472
67.727773
maize
90
52
25
25.974824
69.363857
6.822587
103.223421
maize
68
40
19
26.14384
66.205699
6.655426
107.236137
maize
60
57
24
18.661162
61.553272
6.121294
75.032477
maize
71
52
18
25.107874
55.977328
5.79077
78.160777
maize
61
59
17
23.338446
59.245806
6.474443
105.008314
maize
88
38
15
25.082397
65.921958
6.455117
62.491908
maize
65
60
22
25.367684
72.520546
6.606984
107.912411
maize
78
37
22
25.342171
63.31802
6.330554
74.52082
maize
78
58
15
25.009334
67.816568
6.528631
62.913595
maize
92
60
23
18.667467
71.516474
5.721667
69.932933
maize
79
59
17
20.379997
63.7385
6.644205
108.505442
maize
91
55
15
18.093002
72.610242
6.376651
78.961595
maize
76
51
18
26.169859
71.962466
6.24704
79.849254
maize
87
48
25
18.653967
61.378797
6.65673
93.620392
maize
71
60
22
26.074701
59.371476
6.204802
85.756924
maize
90
57
24
18.928519
72.800861
6.15886
82.341629
maize
67
35
22
23.305468
63.24648
6.385684
108.7603
maize
60
54
19
18.748267
62.498785
6.41782
70.234016
maize
83
58
23
19.742133
59.662631
6.381202
65.508614
maize
83
57
19
25.730444
70.747393
6.877869
98.737713
maize