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
19
55
20
27.433294
87.805077
7.185301
54.733676
cowpeas
8
54
20
28.334043
80.77276
7.034214
38.797641
cowpeas
36
55
20
27.014704
84.342627
6.635969
55.296354
cowpeas
10
56
16
28.174327
81.045548
6.828187
36.357207
cowpeas
22
56
17
29.878881
87.327612
6.89078
44.752159
cowpeas
9
57
24
29.892328
89.715033
7.165121
42.99499
cowpeas
34
59
23
28.562122
83.248559
6.935804
56.482652
cowpeas
31
51
25
27.535929
85.57019
7.196774
53.018992
cowpeas
0
49
18
29.683617
87.935981
6.990095
41.824902
cowpeas
21
39
20
28.144485
82.119305
7.064782
46.756901
cowpeas
28
35
22
29.530376
86.73346
7.156563
59.872321
cowpeas
17
52
17
27.883529
86.451476
6.364967
44.644071
cowpeas
24
42
23
28.224713
82.359162
6.428054
44.012066
cowpeas
28
46
16
29.008124
84.960894
6.664188
45.910114
cowpeas
21
38
21
29.755389
86.451933
6.637677
37.546027
cowpeas
34
60
25
29.784167
85.16907
6.793856
40.778728
cowpeas
19
53
22
27.864013
80.451314
6.852885
42.830539
cowpeas
31
58
15
27.110265
84.967717
7.121571
51.526174
cowpeas
19
35
24
27.110304
83.642741
6.883308
49.119646
cowpeas
24
53
17
28.954512
89.078661
6.421271
57.659014
cowpeas
13
47
20
29.2178
87.937242
6.544502
43.138663
cowpeas
31
53
16
28.74201
85.816759
6.452006
48.545986
cowpeas
28
45
23
29.650212
80.298683
6.489259
56.762784
cowpeas
31
37
21
27.23925
86.404241
6.713411
37.312369
cowpeas
33
60
15
28.951724
81.670853
6.510841
56.511033
cowpeas
34
45
21
28.188371
82.606297
6.28738
37.011104
cowpeas
13
57
25
28.300415
86.206816
6.863086
50.473339
cowpeas
33
57
17
27.896361
88.717823
6.784153
57.798634
cowpeas
32
57
22
28.689985
87.504368
6.769416
44.565984
cowpeas
23
59
25
27.826262
88.731002
6.320768
56.688338
cowpeas
35
41
18
28.705627
81.592007
6.705009
59.870654
cowpeas
6
48
24
28.636281
84.614311
6.790736
48.483193
cowpeas
29
36
25
28.285115
88.439398
7.130279
48.566902
cowpeas
4
36
22
27.608874
86.133164
7.01274
43.800411
cowpeas
10
59
22
28.609011
86.994958
7.155685
36.94617
cowpeas
14
48
21
29.24599
84.800841
6.991242
53.432289
cowpeas
8
50
21
28.629112
89.114806
6.218924
50.499132
cowpeas
20
40
15
29.573295
88.075055
7.199495
45.044671
cowpeas
36
43
22
27.826843
87.166791
6.389882
58.372498
cowpeas
14
57
15
29.875702
83.147963
6.623438
40.120442
cowpeas
11
60
23
27.336844
88.502291
7.033013
51.098026
cowpeas
10
59
15
29.830404
89.304283
6.324005
58.866871
cowpeas
7
60
25
28.275317
82.760208
6.397637
56.049954
cowpeas
2
47
15
29.868601
85.991279
6.401456
58.413941
cowpeas
20
45
22
29.588816
89.993969
6.904587
54.961213
cowpeas
2
39
15
28.072196
82.911647
6.478557
49.618653
cowpeas
27
40
24
27.840265
89.996156
7.063022
52.84626
cowpeas
35
48
15
27.108181
87.451267
6.981758
55.03724
cowpeas
4
59
25
27.685151
81.942686
6.227134
54.622433
cowpeas
1
48
24
29.345946
85.604726
6.232837
59.0363
cowpeas
36
43
21
28.363194
84.859361
7.140438
52.930311
cowpeas
11
46
24
27.652802
89.806506
6.459252
56.52558
cowpeas
34
47
19
27.313728
85.448152
6.568795
53.152231
cowpeas
21
44
18
27.0691
86.899341
7.128511
50.467461
cowpeas
17
58
20
28.066428
85.916255
6.429379
39.23831
cowpeas
25
40
21
27.733291
81.13903
6.248901
44.175809
cowpeas
2
38
18
27.536329
89.929082
6.619891
45.485919
cowpeas
9
48
20
29.664616
84.281876
6.377569
56.09542
cowpeas
37
49
25
29.914544
85.853844
6.41546
41.390815
cowpeas
36
38
15
28.363639
87.598107
6.320662
57.995244
cowpeas
40
58
15
29.46416
87.6089
6.9784
43.154115
cowpeas
30
44
16
29.73013
82.891664
6.442336
50.915113
cowpeas
1
59
23
27.46853
87.17649
7.184399
43.78421
cowpeas
9
48
22
27.770763
87.099795
6.402926
49.508126
cowpeas
14
41
17
29.129395
88.483126
7.085982
36.450128
cowpeas
35
52
19
27.106068
89.895933
6.698574
37.456806
cowpeas
31
48
17
28.880789
86.942068
6.594739
53.797325
cowpeas
4
41
20
28.147209
83.800151
6.647966
37.448005
cowpeas
30
37
25
29.891291
80.144872
7.120032
54.796013
cowpeas
9
35
20
27.415035
80.980047
6.913809
40.531732
cowpeas
20
41
20
29.273086
89.487502
7.073048
50.924655
cowpeas
37
50
23
29.652969
88.485874
6.530471
56.019132
cowpeas
34
35
21
28.44525
82.676395
6.684381
58.187132
cowpeas
14
37
15
27.962357
83.975868
6.581351
48.936695
cowpeas
23
39
22
29.256493
81.979522
6.864839
42.024833
cowpeas
5
45
21
28.362914
88.009893
6.487124
43.051301
cowpeas
22
37
20
27.627495
86.493669
6.605733
39.261376
cowpeas
40
51
17
28.660863
86.121946
6.860603
50.015343
cowpeas
27
56
20
29.211422
87.114978
6.418743
51.538482
cowpeas
31
40
22
29.408894
86.160635
6.365514
53.35487
cowpeas
38
36
21
28.029526
84.884573
6.556373
36.120429
cowpeas
6
37
17
28.086572
80.350059
6.760694
38.144768
cowpeas
6
47
18
29.161746
80.280381
6.715277
40.16546
cowpeas
24
44
17
29.859691
80.034996
6.666381
50.664875
cowpeas
25
59
19
29.066315
83.68692
6.62663
43.951837
cowpeas
32
56
21
27.38539
88.66664
6.702772
58.299331
cowpeas
8
45
18
27.930349
85.420587
7.011031
43.250956
cowpeas
19
39
17
29.280862
81.800924
6.890156
44.474274
cowpeas
39
37
15
28.997315
83.789115
6.821747
59.844992
cowpeas
33
37
19
27.926786
86.55432
7.18319
43.482619
cowpeas
26
54
17
28.547414
88.957045
6.272588
49.489725
cowpeas
21
51
15
29.364884
89.188695
6.679127
48.301593
cowpeas
22
54
20
28.561498
83.638022
6.689825
41.013132
cowpeas
29
45
16
28.436835
87.913327
6.583382
43.120633
cowpeas
4
40
21
28.797281
80.457444
6.725551
44.300705
cowpeas
10
37
22
28.727527
89.127604
7.069748
58.529743
cowpeas
4
44
19
27.956397
83.52706
6.921994
43.257268
cowpeas
20
45
17
28.174587
83.696593
6.770955
37.246466
cowpeas
23
45
23
28.776535
86.69134
6.98313
56.124432
cowpeas
25
48
21
28.438097
83.489914
6.267684
52.5547
cowpeas