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 |
|---|---|---|---|---|---|---|---|
90
| 42
| 43
| 20.879744
| 82.002744
| 6.502985
| 202.935536
|
rice
|
85
| 58
| 41
| 21.770462
| 80.319644
| 7.038096
| 226.655537
|
rice
|
60
| 55
| 44
| 23.004459
| 82.320763
| 7.840207
| 263.964248
|
rice
|
74
| 35
| 40
| 26.491096
| 80.158363
| 6.980401
| 242.864034
|
rice
|
78
| 42
| 42
| 20.130175
| 81.604873
| 7.628473
| 262.717341
|
rice
|
69
| 37
| 42
| 23.058049
| 83.370118
| 7.073454
| 251.055
|
rice
|
69
| 55
| 38
| 22.708838
| 82.639414
| 5.700806
| 271.32486
|
rice
|
94
| 53
| 40
| 20.277744
| 82.894086
| 5.718627
| 241.974195
|
rice
|
89
| 54
| 38
| 24.515881
| 83.535216
| 6.685346
| 230.446236
|
rice
|
68
| 58
| 38
| 23.223974
| 83.033227
| 6.336254
| 221.209196
|
rice
|
91
| 53
| 40
| 26.527235
| 81.417538
| 5.386168
| 264.61487
|
rice
|
90
| 46
| 42
| 23.978982
| 81.450616
| 7.502834
| 250.083234
|
rice
|
78
| 58
| 44
| 26.800796
| 80.886848
| 5.108682
| 284.436457
|
rice
|
93
| 56
| 36
| 24.014976
| 82.056872
| 6.984354
| 185.277339
|
rice
|
94
| 50
| 37
| 25.665852
| 80.66385
| 6.94802
| 209.586971
|
rice
|
60
| 48
| 39
| 24.282094
| 80.300256
| 7.042299
| 231.086335
|
rice
|
85
| 38
| 41
| 21.587118
| 82.788371
| 6.249051
| 276.655246
|
rice
|
91
| 35
| 39
| 23.79392
| 80.41818
| 6.97086
| 206.261186
|
rice
|
77
| 38
| 36
| 21.865252
| 80.192301
| 5.953933
| 224.555017
|
rice
|
88
| 35
| 40
| 23.579436
| 83.587603
| 5.853932
| 291.298662
|
rice
|
89
| 45
| 36
| 21.325042
| 80.474764
| 6.442475
| 185.497473
|
rice
|
76
| 40
| 43
| 25.157455
| 83.117135
| 5.070176
| 231.384316
|
rice
|
67
| 59
| 41
| 21.947667
| 80.973842
| 6.012633
| 213.356092
|
rice
|
83
| 41
| 43
| 21.052536
| 82.678395
| 6.254028
| 233.107582
|
rice
|
98
| 47
| 37
| 23.483813
| 81.332651
| 7.375483
| 224.058116
|
rice
|
66
| 53
| 41
| 25.075635
| 80.523891
| 7.778915
| 257.003887
|
rice
|
97
| 59
| 43
| 26.359272
| 84.044036
| 6.2865
| 271.358614
|
rice
|
97
| 50
| 41
| 24.529227
| 80.544986
| 7.07096
| 260.263403
|
rice
|
60
| 49
| 44
| 20.775761
| 84.497744
| 6.244841
| 240.081065
|
rice
|
84
| 51
| 35
| 22.301574
| 80.644165
| 6.043305
| 197.979122
|
rice
|
73
| 57
| 41
| 21.44654
| 84.94376
| 5.824709
| 272.20172
|
rice
|
92
| 35
| 40
| 22.179319
| 80.331272
| 6.357389
| 200.088279
|
rice
|
85
| 37
| 39
| 24.527837
| 82.736856
| 6.364135
| 224.675723
|
rice
|
98
| 53
| 38
| 20.267076
| 81.638952
| 5.014507
| 270.441727
|
rice
|
88
| 54
| 44
| 25.735429
| 83.882662
| 6.149411
| 233.132137
|
rice
|
95
| 55
| 42
| 26.795339
| 82.148087
| 5.950661
| 193.347399
|
rice
|
99
| 57
| 35
| 26.757542
| 81.17734
| 5.96037
| 272.299906
|
rice
|
95
| 39
| 36
| 23.863305
| 83.152508
| 5.561399
| 285.249365
|
rice
|
60
| 43
| 44
| 21.019447
| 82.952217
| 7.416245
| 298.401847
|
rice
|
63
| 44
| 41
| 24.172988
| 83.728757
| 5.58337
| 257.034355
|
rice
|
62
| 42
| 36
| 22.781338
| 82.067191
| 6.43001
| 248.718323
|
rice
|
64
| 45
| 43
| 25.629801
| 83.528423
| 5.534878
| 209.900198
|
rice
|
83
| 60
| 36
| 25.597049
| 80.145093
| 6.903986
| 200.834898
|
rice
|
82
| 40
| 40
| 23.830675
| 84.813601
| 6.271479
| 298.560118
|
rice
|
85
| 52
| 45
| 26.313555
| 82.36699
| 7.224286
| 265.535594
|
rice
|
91
| 35
| 38
| 24.897282
| 80.525861
| 6.134287
| 183.679321
|
rice
|
76
| 49
| 42
| 24.958779
| 84.479634
| 5.206373
| 196.956001
|
rice
|
74
| 39
| 38
| 23.241135
| 84.592018
| 7.782051
| 233.045346
|
rice
|
79
| 43
| 39
| 21.666283
| 80.709606
| 7.062779
| 210.814209
|
rice
|
88
| 55
| 45
| 24.635449
| 80.41363
| 7.730368
| 253.720278
|
rice
|
60
| 36
| 43
| 23.431219
| 83.063101
| 5.286204
| 219.904835
|
rice
|
76
| 60
| 39
| 20.045414
| 80.347756
| 6.76624
| 208.581016
|
rice
|
93
| 56
| 42
| 23.85724
| 82.22573
| 7.382763
| 195.094831
|
rice
|
65
| 60
| 43
| 21.971994
| 81.899182
| 5.658169
| 227.363701
|
rice
|
95
| 52
| 36
| 26.229169
| 83.836258
| 5.54336
| 286.508373
|
rice
|
75
| 38
| 39
| 23.446768
| 84.793524
| 6.21511
| 283.933847
|
rice
|
74
| 54
| 38
| 25.655535
| 83.470211
| 7.120273
| 217.378858
|
rice
|
91
| 36
| 45
| 24.443455
| 82.454326
| 5.950648
| 267.976195
|
rice
|
71
| 46
| 40
| 20.280194
| 82.123542
| 7.236705
| 191.953574
|
rice
|
99
| 55
| 35
| 21.723831
| 80.23899
| 6.501698
| 277.962619
|
rice
|
72
| 40
| 38
| 20.41447
| 82.208026
| 7.592491
| 245.15113
|
rice
|
83
| 58
| 45
| 25.755286
| 83.518271
| 5.875346
| 245.66268
|
rice
|
93
| 58
| 38
| 20.615214
| 83.773456
| 6.9324
| 279.545172
|
rice
|
70
| 36
| 42
| 21.841069
| 80.728864
| 6.94621
| 202.383832
|
rice
|
76
| 47
| 42
| 20.083696
| 83.291147
| 5.739175
| 263.637218
|
rice
|
99
| 41
| 36
| 24.458021
| 82.748356
| 6.738652
| 182.561632
|
rice
|
99
| 54
| 37
| 21.143475
| 80.335029
| 5.59482
| 198.673094
|
rice
|
86
| 59
| 35
| 25.787206
| 82.11124
| 6.946636
| 243.512041
|
rice
|
69
| 46
| 41
| 23.641248
| 80.285979
| 5.01214
| 263.11033
|
rice
|
91
| 56
| 37
| 23.431916
| 80.568878
| 6.363472
| 269.503916
|
rice
|
61
| 52
| 41
| 24.976695
| 83.891805
| 6.880431
| 204.800185
|
rice
|
67
| 45
| 38
| 22.72791
| 82.170688
| 7.300411
| 260.887506
|
rice
|
79
| 42
| 37
| 24.873007
| 82.840226
| 6.587919
| 295.609449
|
rice
|
78
| 43
| 42
| 21.323763
| 83.003205
| 7.283737
| 192.319754
|
rice
|
75
| 54
| 36
| 26.294655
| 84.569193
| 7.023936
| 257.491491
|
rice
|
97
| 36
| 45
| 22.228698
| 81.858729
| 6.939084
| 278.079179
|
rice
|
67
| 47
| 44
| 26.730724
| 81.785968
| 7.868475
| 280.404439
|
rice
|
73
| 35
| 38
| 24.889212
| 81.979271
| 5.005307
| 185.946143
|
rice
|
77
| 36
| 37
| 26.884449
| 81.460337
| 6.136132
| 194.576656
|
rice
|
81
| 41
| 38
| 22.678461
| 83.728744
| 7.52408
| 200.913316
|
rice
|
68
| 57
| 43
| 26.088679
| 80.379799
| 5.706943
| 182.90435
|
rice
|
72
| 45
| 35
| 25.429775
| 82.946826
| 5.758506
| 195.357454
|
rice
|
61
| 53
| 43
| 26.403232
| 81.056355
| 6.349606
| 223.367188
|
rice
|
67
| 43
| 39
| 26.04372
| 84.969072
| 5.999969
| 186.753677
|
rice
|
67
| 58
| 39
| 25.282722
| 80.543728
| 5.453592
| 220.115671
|
rice
|
66
| 60
| 38
| 22.085766
| 83.470383
| 6.372576
| 231.736496
|
rice
|
82
| 43
| 38
| 23.286172
| 81.433216
| 5.105588
| 242.317063
|
rice
|
84
| 50
| 44
| 25.48592
| 81.406335
| 5.935344
| 182.654936
|
rice
|
81
| 53
| 42
| 23.675754
| 81.035693
| 5.177823
| 233.703498
|
rice
|
91
| 50
| 40
| 20.824771
| 84.134188
| 6.462392
| 230.224222
|
rice
|
93
| 53
| 38
| 26.929951
| 81.914112
| 7.069172
| 290.679378
|
rice
|
90
| 44
| 38
| 23.835095
| 83.883871
| 7.473134
| 241.201351
|
rice
|
81
| 45
| 35
| 26.528728
| 80.122675
| 6.158377
| 218.916357
|
rice
|
78
| 40
| 38
| 26.464283
| 83.856427
| 7.549874
| 248.225649
|
rice
|
60
| 51
| 36
| 22.696578
| 82.810889
| 6.028322
| 256.996476
|
rice
|
88
| 46
| 42
| 22.683191
| 83.463583
| 6.604993
| 194.265172
|
rice
|
93
| 47
| 37
| 21.533463
| 82.140041
| 6.500343
| 295.92488
|
rice
|
60
| 55
| 45
| 21.408658
| 83.329319
| 5.935745
| 287.576694
|
rice
|
78
| 35
| 44
| 26.543481
| 84.673536
| 7.072656
| 183.622266
|
rice
|
65
| 37
| 40
| 23.359054
| 83.595123
| 5.333323
| 188.413665
|
rice
|
End of preview. Expand
in Data Studio
Context: This data originally came from the College of Agriculture and Forestry
Originally posted to Kaggle by AGRICULTURAL INNOVATIONS with the following description "Precision agriculture is in trend nowadays. It helps the farmers to get informed decision about the farming strategy. Here, we present to you a dataset which would allow the users to build a predictive model to recommend the most suitable crops to grow in a particular farm based on various parameters."
Includes recommendations for the following needs of plants: N, P, K, temperature, humidity, ph, rainfall
This may also be useful for training models in reccomending nutrition for crops based on environmental conditions.
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Size of downloaded dataset files:
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75.4 kB
Number of rows:
1,697