agro_ecological_zone
stringclasses
5 values
region_type
stringclasses
4 values
farm_size_ha
float64
0.1
20
⌀
soil_quality_index
float64
0.01
99.7
⌀
rainfall_mm_annual
float64
100
3k
⌀
household_size
float64
1
20
⌀
market_distance_km
float64
0.5
150
⌀
livestock_tlu
float64
0
50
⌀
extension_access
stringclasses
2 values
fertilizer_use_kg_ha
float64
0
313
⌀
rainfall_mm_season
float64
50
2k
⌀
maize_yield_kg_ha
float64
200
8k
semi_arid
rural_remote
0.951208
23.038464
680.298024
3.970038
6.102629
11.595804
no
0
423.002049
1,064.194275
highland
rural_accessible
0.845548
43.382652
620.781657
10.149707
27.359757
0
no
0
467.355182
3,819.005766
sub_humid
rural_remote
0.545244
51.728496
1,166.369288
2.980744
5.570892
7.58029
no
11.304201
735.177796
3,065.983837
sub_humid
rural_remote
2.319505
56.85537
null
7.814408
26.298396
0
yes
29.194647
null
2,370.144761
semi_arid
rural_remote
5.511869
17.657973
550.282338
5.150978
5.34036
12.558941
no
0
360.528104
1,718.931106
semi_arid
rural_accessible
5.192519
34.127381
371.663422
6.301392
10.996484
20.600258
no
97.359081
232.778805
1,587.936205
arid
rural_remote
0.1
20.204834
190.612844
4.369275
6.724327
9.489313
yes
0
154.446776
200
humid
rural_accessible
1.440702
25.103691
2,528.596555
5.220964
11.976893
0
no
0
2,000
3,367.039337
sub_humid
rural_remote
1.383411
26.042856
1,047.526635
2.804446
19.301005
2.011002
yes
46.104096
694.148568
1,594.583762
sub_humid
urban
2.058485
null
501.215075
6.369941
4.011155
2.265716
no
58.975709
443.835753
3,673.152629
arid
rural_remote
0.1
24.739558
286.121726
12.680984
6.315073
10.748075
no
0
233.061632
200
highland
rural_remote
0.667208
71.577863
421.532618
6.764446
5.772022
9.917561
no
0
286.235657
3,132.223451
humid
rural_accessible
0.688146
30.448363
2,421.333752
2.137944
6.436187
0.41569
no
17.671386
1,404.181427
1,055.833528
semi_arid
rural_accessible
0.460161
55.594642
null
12.711625
null
0
no
0
null
2,887.460164
semi_arid
rural_remote
0.516892
49.725091
560.21817
1.293672
21.460437
11.901088
no
0
419.465104
202.342826
semi_arid
rural_accessible
0.419031
19.641944
906.964085
5.175653
4.93752
7.261257
no
0
521.907372
796.090842
semi_arid
rural_remote
8.740489
40.340877
378.422109
4.366926
9.542003
11.99815
no
0
268.917907
885.628967
sub_humid
rural_accessible
5.766819
16.72605
553.085405
3.225809
12.748571
5.270951
no
0
360.769784
2,738.85081
semi_arid
rural_accessible
1.939538
14.941195
743.470656
6.913242
3.216143
19.74042
no
0
431.623595
695.032256
semi_arid
rural_remote
1.722068
11.076027
636.039641
7.511278
6.888316
10.910195
yes
0
507.48819
2,209.018867
sub_humid
rural_remote
0.917238
21.64707
593.792105
3.344945
9.526069
1.610294
no
21.673512
311.750937
1,176.885108
arid
rural_remote
0.1
36.482007
169.292113
3.854469
9.260256
22.927989
yes
0
95.276433
200
semi_arid
rural_remote
2.886807
39.123338
613.383327
7.390752
12.787667
10.788923
yes
0
null
490.349089
semi_arid
rural_accessible
0.793824
17.87438
202.935521
6.672296
13.034784
12.483998
no
0
115.583703
2,891.411152
semi_arid
rural_remote
1.544541
15.091934
1,087.327404
9.963245
19.674782
19.986498
no
63.631639
912.546719
1,270.304045
humid
rural_accessible
1.435783
86.38865
2,577.334698
7.891326
15.151628
0
no
80.581085
1,612.088192
4,841.201816
semi_arid
urban
0.65843
7.893744
680.212172
2.738515
11.499638
9.845809
no
0
444.769715
1,665.673222
sub_humid
rural_accessible
1.130973
60.244369
1,677.559034
1.572576
4.41594
2.07307
no
10.635267
1,097.991289
3,868.554701
sub_humid
rural_accessible
1.443746
64.668593
753.452823
4.059922
7.231434
2.820163
no
62.802402
574.240885
2,729.279621
arid
rural_remote
0.1
19.590684
108.707726
15.459311
42.752592
37.994201
no
0
90.14606
200
sub_humid
rural_remote
0.895236
75.771083
1,037.535721
8.237808
4.616964
2.890102
no
0
684.796146
1,096.982905
semi_arid
rural_accessible
3.012074
null
541.145908
4.032594
11.273938
0
no
0
340.955387
857.852116
arid
rural_remote
0.1
3.38435
116.166904
5.968312
14.272524
29.682663
null
0
76.624591
200
highland
peri_urban
1.155227
64.177985
559.638805
4.597848
9.175628
5.229112
yes
0
407.931317
1,261.84416
highland
rural_accessible
3.461033
94.605119
null
8.700322
7.92512
2.131434
yes
0
null
942.99645
humid
rural_accessible
1.968524
33.159873
1,697.540259
3.099825
6.146887
3.137177
no
0
1,052.297133
1,149.841786
semi_arid
rural_accessible
0.801794
15.250303
533.946317
6.139851
10.13633
18.692333
no
0
397.656369
223.407723
arid
rural_accessible
0.1
37.422237
227.737679
5.066517
44.007304
17.984341
no
10.213475
160.979812
200
sub_humid
rural_remote
2.869576
85.939791
640.61339
3.174888
10.748825
0
no
32.244954
479.568692
1,332.472941
semi_arid
rural_remote
2.446669
41.11923
493.386607
3.12038
21.352823
17.671023
no
0
315.15189
1,271.243855
arid
rural_accessible
0.1
11.129421
346.029687
4.154068
2.541187
12.257904
no
0
209.837814
200
semi_arid
rural_accessible
4.434961
null
141.448822
12.903096
7.853758
11.848742
no
0
112.119848
1,491.176267
arid
rural_remote
0.1
11.025686
100
4.126988
30.894238
null
no
0
75.674016
200
highland
rural_remote
2.741198
63.822353
503.717621
10.921067
4.762829
2.667263
no
19.847354
266.951889
2,937.43937
semi_arid
rural_remote
1.62974
null
270.450096
5.238117
17.634723
14.282621
yes
0
234.28192
1,459.869853
sub_humid
rural_remote
0.777553
26.749413
918.593436
2.283998
4.419451
0.680979
no
44.705858
367.437374
2,281.892648
semi_arid
rural_remote
3.632115
20.107706
368.217261
3.227878
9.835131
13.268129
no
15.084848
264.241818
513.346474
sub_humid
rural_remote
1.033197
52.7092
734.753945
3.348468
18.564124
1.544347
no
0
null
1,495.551853
sub_humid
rural_accessible
1.406169
21.401118
1,244.562746
6.914637
12.650347
0.495564
no
29.860255
817.807388
2,899.758984
semi_arid
rural_accessible
0.643817
45.873483
203.057238
1.944675
10.306081
null
no
19.583981
158.054101
609.7985
highland
rural_accessible
2.329679
48.446448
2,029.802692
4.248095
3.214739
2.454044
no
53.956159
1,118.312175
3,800.187151
humid
rural_accessible
2.218846
6.166267
null
4.810946
9.078694
1.89505
yes
28.864328
null
1,438.392029
highland
rural_accessible
1.503925
52.453709
1,358.178121
null
5.896568
0
yes
0
1,192.04092
4,455.8202
humid
peri_urban
1.737128
67.154364
1,865.479364
1.893618
6.060152
1.68221
no
32.274254
1,077.990262
1,933.715644
sub_humid
rural_remote
0.888819
64.111305
900.056542
2.276749
7.160717
0
no
0
431.061342
3,464.173958
highland
rural_accessible
2.281395
28.045312
869.429468
7.021605
5.396113
6.104461
no
0
484.122397
1,670.22236
arid
rural_remote
0.1
16.851723
132.541794
8.622561
74.230474
25.80834
yes
0
103.392896
200
semi_arid
rural_remote
0.654471
26.698416
412.605538
4.730948
10.973258
3.756563
no
0
278.583163
622.35419
arid
rural_accessible
0.1
11.683789
115.556835
10.169956
11.500601
null
yes
0
72.120883
200
semi_arid
rural_accessible
2.170356
41.649713
443.477239
6.519316
18.460958
0
no
0
242.076304
557.574106
semi_arid
rural_accessible
1.502332
6.171884
324.997085
3.289567
16.779547
13.964837
no
0
169.587643
1,825.147794
semi_arid
rural_accessible
0.542388
11.618806
579.318352
4.423449
5.773297
36.933357
no
null
283.751222
1,208.880808
humid
rural_accessible
1.122326
63.395499
3,000
5.830285
7.982771
0.042808
no
0
1,978.125802
604.560942
semi_arid
rural_remote
1.194188
27.250906
483.740509
3.695302
10.815375
6.227566
no
0
331.398404
1,443.992397
semi_arid
rural_accessible
5.000299
17.525925
209.617481
3.396715
12.392361
36.222445
no
29.222438
142.197062
433.436101
sub_humid
urban
1.4323
90.200847
649.982025
2.227823
null
7.374506
no
46.575234
388.410679
3,190.554041
arid
rural_remote
0.1
11.875445
112.367085
3.249477
133.142136
13.35946
yes
0
58.099351
200
humid
rural_accessible
1.838583
null
3,000
5.06634
5.7404
0
no
22.723513
2,000
2,282.39918
arid
rural_accessible
0.1
18.308639
100
7.144939
6.687696
37.01828
no
0
65.930036
200
highland
peri_urban
1.096036
20.817706
670.8279
2.272366
7.823593
1.919836
no
24.652101
422.39372
6,221.500764
humid
rural_accessible
2.903967
47.313854
2,033.189106
6.344748
6.86686
0
no
54.473348
1,807.882152
2,328.754241
semi_arid
rural_remote
0.988138
28.130477
416.670703
3.057395
6.042006
7.349046
yes
38.695453
247.12646
1,018.111593
arid
rural_remote
0.1
14.835447
100
8.785381
9.941997
17.740244
yes
0
74.882656
200
humid
rural_remote
5.686286
24.927078
null
7.886594
15.935085
0.435073
no
0
null
3,683.18978
sub_humid
peri_urban
0.816878
6.299766
1,118.096056
1.283566
8.205116
1.543306
yes
82.83021
785.884909
1,007.368238
sub_humid
rural_accessible
0.939313
55.174479
1,056.535132
6.563998
5.010183
2.171311
no
0
802.538088
3,372.045296
humid
rural_remote
0.840836
78.110018
952.671369
3.592358
16.780003
0.557787
no
0
617.607145
2,276.983942
arid
rural_remote
0.1
13.25722
100
7.573335
2.70989
35.060835
no
0
65.149494
200
semi_arid
rural_accessible
1.839335
null
420.597943
4.434857
8.347835
6.573596
no
0
280.054993
654.650572
arid
rural_accessible
0.1
59.02627
113.319799
8.566679
null
15.920757
no
0
74.927959
200
humid
peri_urban
1.319202
37.098349
910.411157
2.486765
6.715178
0.336639
no
38.763625
528.70877
2,315.068653
sub_humid
rural_accessible
1.959599
44.187516
null
3.060322
13.962108
4.054536
yes
0
null
1,911.877141
semi_arid
rural_remote
1.29116
8.429656
890.045925
4.628292
26.504293
7.40086
yes
0
510.164939
1,173.489357
arid
rural_remote
0.1
19.832758
101.313641
1.698878
5.308641
7.027118
no
0
null
200
semi_arid
rural_remote
2.121595
25.307603
729.401617
6.940641
12.11673
19.729168
no
10.1759
422.922713
1,892.617966
semi_arid
rural_accessible
2.422736
23.227495
440.710013
11.351092
2.637152
22.257247
yes
0
264.733545
1,450.857607
sub_humid
peri_urban
1.894796
19.546543
1,441.712406
4.106805
17.439709
1.115179
no
0
935.88238
3,103.689528
sub_humid
rural_remote
1.690884
48.920608
566.419857
3.568414
7.456507
3.450805
yes
20.255838
379.546518
1,342.674751
humid
rural_remote
1.93653
45.821587
619.444182
3.842678
6.904453
4.988907
yes
52.619458
300.376418
2,624.053269
semi_arid
rural_accessible
2.975792
15.092436
568.004119
6.45261
22.20292
3.457787
no
0
387.22101
1,182.595068
arid
rural_remote
0.1
26.326042
248.264356
5.447451
103.216374
5.991312
no
0
168.843126
200
sub_humid
rural_accessible
2.360057
18.040454
606.033971
13.063617
9.238461
1.671773
no
66.671973
378.208113
1,150.7633
humid
peri_urban
2.520445
70.735371
1,823.562783
1.614754
4.348232
1.819214
no
48.718888
799.679599
1,347.682639
sub_humid
rural_remote
1.029688
55.505306
1,229.09542
3.291046
5.914022
1.183099
no
43.756924
838.706705
3,837.72361
humid
rural_remote
0.825274
48.391013
662.336861
5.876368
5.269963
0.215402
no
23.095595
317.480778
3,664.91764
semi_arid
rural_remote
2.802042
39.448753
775.377679
4.077966
4.420933
16.612281
no
0
594.645516
2,273.269554
sub_humid
rural_accessible
0.743901
44.181294
586.286865
4.641483
14.620849
null
no
6.645338
377.565924
3,056.527327
semi_arid
rural_accessible
3.630749
53.387053
767.368585
6.800012
8.339375
17.403209
no
0
463.153295
1,138.728119
arid
rural_remote
0.1
58.19472
158.335742
3.792709
28.099733
24.873329
yes
0
87.032403
200
arid
rural_remote
0.1
27.162018
121.331924
8.881579
66.880914
11.081958
yes
0
96.267896
200