| plot_id
[numeric] |
| Mean (sd) : 39.5 (481.2) | | min ≤ med ≤ max: | | 0.5 ≤ 1 ≤ 10178 | | IQR (CV) : 1 (12.2) |
|
1520 distinct values |
 |
496334
(82.4%) |
| growth_stage
[character] |
| 1. (Empty string) | | 2. early | | 3. late | | 4. mid |
|
| 594516 | ( | 98.7% | ) | | 1027 | ( | 0.2% | ) | | 163 | ( | 0.0% | ) | | 6666 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. kharif | | 3. wet | | 4. Kharif | | 5. first | | 6. Rabi | | 7. long rains | | 8. short rains | | 9. dry | | 10. second | | [ 7 others ] |
|
| 515755 | ( | 85.6% | ) | | 21838 | ( | 3.6% | ) | | 16063 | ( | 2.7% | ) | | 15025 | ( | 2.5% | ) | | 13882 | ( | 2.3% | ) | | 7808 | ( | 1.3% | ) | | 6124 | ( | 1.0% | ) | | 1950 | ( | 0.3% | ) | | 1311 | ( | 0.2% | ) | | 891 | ( | 0.1% | ) | | 1725 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| flooded
[logical] |
|
|
 |
602037
(99.9%) |
| treatment
[character] |
| 1. (Empty string) | | 2. Control | | 3. AR2013 | | 4. Action | | 5. Treated | | 6. ARNB | | 7. AR2014 | | 8. Treatment | | 9. CA | | 10. Non_CA | | [ 17 others ] |
|
| 541439 | ( | 89.9% | ) | | 22491 | ( | 3.7% | ) | | 13129 | ( | 2.2% | ) | | 6750 | ( | 1.1% | ) | | 6213 | ( | 1.0% | ) | | 3751 | ( | 0.6% | ) | | 3237 | ( | 0.5% | ) | | 3113 | ( | 0.5% | ) | | 1080 | ( | 0.2% | ) | | 1074 | ( | 0.2% | ) | | 95 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 3.6 (2.1) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 8 | | IQR (CV) : 3 (0.6) |
|
| 1 | : | 377 | ( | 20.1% | ) | | 2 | : | 325 | ( | 17.4% | ) | | 3 | : | 317 | ( | 16.9% | ) | | 4 | : | 316 | ( | 16.9% | ) | | 5 | : | 163 | ( | 8.7% | ) | | 6 | : | 125 | ( | 6.7% | ) | | 7 | : | 125 | ( | 6.7% | ) | | 8 | : | 125 | ( | 6.7% | ) |
|
 |
600499
(99.7%) |
| crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. rice | | 4. groundnut | | 5. common bean | | 6. wheat | | 7. sorghum | | 8. cassava | | 9. soybean | | 10. millet | | [ 150 others ] |
|
| 280302 | ( | 46.5% | ) | | 80719 | ( | 13.4% | ) | | 61088 | ( | 10.1% | ) | | 23082 | ( | 3.8% | ) | | 19308 | ( | 3.2% | ) | | 16986 | ( | 2.8% | ) | | 11825 | ( | 2.0% | ) | | 9577 | ( | 1.6% | ) | | 8888 | ( | 1.5% | ) | | 8795 | ( | 1.5% | ) | | 81802 | ( | 13.6% | ) |
|
 |
0
(0.0%) |
| intercropped
[logical] |
|
|
 |
589487
(97.9%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. common bean | | 3. maize;groundnut | | 4. maize | | 5. groundnut | | 6. common bean;maize | | 7. maize;cowpea;groundn | | 8. none | | 9. cowpea;groundnut | | 10. cowpea;maize | | [ 116 others ] |
|
| 596523 | ( | 99.0% | ) | | 1166 | ( | 0.2% | ) | | 918 | ( | 0.2% | ) | | 828 | ( | 0.1% | ) | | 463 | ( | 0.1% | ) | | 333 | ( | 0.1% | ) | | 231 | ( | 0.0% | ) | | 207 | ( | 0.0% | ) | | 194 | ( | 0.0% | ) | | 127 | ( | 0.0% | ) | | 1382 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. wheat | | 3. rice | | 4. none | | 5. maize | | 6. mung bean | | 7. soybean | | 8. unknown | | 9. lentil | | 10. groundnut | | [ 93 others ] |
|
| 558591 | ( | 92.7% | ) | | 16702 | ( | 2.8% | ) | | 12231 | ( | 2.0% | ) | | 5608 | ( | 0.9% | ) | | 3195 | ( | 0.5% | ) | | 829 | ( | 0.1% | ) | | 702 | ( | 0.1% | ) | | 680 | ( | 0.1% | ) | | 416 | ( | 0.1% | ) | | 391 | ( | 0.1% | ) | | 3027 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. maize;common bean | | 3. maize;cassava;cowpea | | 4. maize;cassava | | 5. maize;common bean;su | | 6. maize;cassava;cowpea | | 7. maize;cassava;ground | | 8. common bean;maize | | 9. maize;cassava;velvet | | 10. maize;soybean | | [ 999 others ] |
|
| 587785 | ( | 97.6% | ) | | 950 | ( | 0.2% | ) | | 918 | ( | 0.2% | ) | | 461 | ( | 0.1% | ) | | 446 | ( | 0.1% | ) | | 387 | ( | 0.1% | ) | | 275 | ( | 0.0% | ) | | 240 | ( | 0.0% | ) | | 202 | ( | 0.0% | ) | | 200 | ( | 0.0% | ) | | 10508 | ( | 1.7% | ) |
|
 |
0
(0.0%) |
| cover_crop
[character] |
| 1. (Empty string) | | 2. black oats | | 3. black oats;radish | | 4. brachiaria | | 5. jack bean;cowpea | | 6. none | | 7. oats | | 8. sorghum | | 9. sorghum;sunn hemp | | 10. sunn hemp |
|
| 602293 | ( | 100.0% | ) | | 35 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 14 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| cover_crop_used
[logical] |
1. TRUE |
|
 |
602242
(100.0%) |
| maturity_date
[IDate,
Date] |
| min : 2024-05-10 | | med : 2024-07-04 | | max : 2024-12-28 | | range : 7m 18d |
|
107 distinct values |
 |
602008
(99.9%) |
| dmy_storage
[numeric] |
| Mean (sd) : 60011.2 (1806789) | | min ≤ med ≤ max: | | 0 ≤ 1000 ≤ 93333330 | | IQR (CV) : 1561.2 (30.1) |
|
651 distinct values |
 |
599413
(99.5%) |
| dmy_total
[numeric] |
| Mean (sd) : 8668.4 (213445.2) | | min ≤ med ≤ max: | | 0 ≤ 926.6 ≤ 9883865 | | IQR (CV) : 4382.2 (24.6) |
|
2948 distinct values |
|
598029
(99.3%) |
| dmy_residue
[numeric] |
| Mean (sd) : 800.6 (6712.8) | | min ≤ med ≤ max: | | 0 ≤ 7.7 ≤ 2e+05 | | IQR (CV) : 159.8 (8.4) |
|
488 distinct values |
|
599891
(99.6%) |
| fwy_total
[numeric] |
| Mean (sd) : 6.2 (4.6) | | min ≤ med ≤ max: | | 0.3 ≤ 5.2 ≤ 34 | | IQR (CV) : 5.1 (0.7) |
|
296 distinct values |
 |
601895
(99.9%) |
| fwy_residue
[numeric] |
| Mean (sd) : 2356.9 (7597.9) | | min ≤ med ≤ max: | | 0 ≤ 772.2 ≤ 164731.1 | | IQR (CV) : 2199.2 (3.2) |
|
622 distinct values |
 |
596856
(99.1%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. fruit | | 3. grain | | 4. leaves | | 5. none | | 6. pod | | 7. rhizome | | 8. roots | | 9. seed | | 10. stems | | 11. tubers |
|
| 312895 | ( | 51.9% | ) | | 2868 | ( | 0.5% | ) | | 100053 | ( | 16.6% | ) | | 825 | ( | 0.1% | ) | | 149251 | ( | 24.8% | ) | | 337 | ( | 0.1% | ) | | 84 | ( | 0.0% | ) | | 4584 | ( | 0.8% | ) | | 29928 | ( | 5.0% | ) | | 166 | ( | 0.0% | ) | | 1381 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 3952.8 (219521) | | min ≤ med ≤ max: | | 0 ≤ 550.2 ≤ 7.2e+07 | | IQR (CV) : 1828.2 (55.5) |
|
39292 distinct values |
 |
353801
(58.7%) |
| yield_moisture
[numeric] |
| Mean (sd) : 17.3 (19.9) | | min ≤ med ≤ max: | | 0 ≤ 13 ≤ 94 | | IQR (CV) : 17.6 (1.2) |
|
530 distinct values |
 |
596055
(99.0%) |
| yield_isfresh
[logical] |
|
|
 |
389409
(64.6%) |
| yield_marketable
[numeric] |
| Mean (sd) : 2532.7 (133980.2) | | min ≤ med ≤ max: | | 0 ≤ 12.4 ≤ 21859087 | | IQR (CV) : 246.8 (52.9) |
|
2809 distinct values |
 |
545411
(90.5%) |
| seed_weight
[numeric] |
| Mean (sd) : 7.7 (13.8) | | min ≤ med ≤ max: | | 0.1 ≤ 0.8 ≤ 43.4 | | IQR (CV) : 0.6 (1.8) |
|
392 distinct values |
 |
601851
(99.9%) |
| row_spacing
[numeric] |
| Mean (sd) : 72.6 (16.2) | | min ≤ med ≤ max: | | 15 ≤ 75.4 ≤ 177.5 | | IQR (CV) : 17.7 (0.2) |
|
818 distinct values |
 |
591645
(98.2%) |
| plot_area
[numeric] |
| Mean (sd) : 10902.4 (39048.6) | | min ≤ med ≤ max: | | 0 ≤ 4047 ≤ 4480000 | | IQR (CV) : 8988.2 (3.6) |
|
2635 distinct values |
 |
477510
(79.3%) |
| plot_width
[integer] |
| Min : 8 | | Mean : 9.8 | | Max : 10 |
|
|
 |
602292
(100.0%) |
| plant_spacing
[integer] |
| Mean (sd) : 17 (16) | | min ≤ med ≤ max: | | 5 ≤ 10 ≤ 230 | | IQR (CV) : 5 (0.9) |
|
76 distinct values |
 |
600084
(99.6%) |
| plant_density
[numeric] |
| Mean (sd) : 57640.2 (110424.3) | | min ≤ med ≤ max: | | 0 ≤ 33618.5 ≤ 1640000 | | IQR (CV) : 17978.3 (1.9) |
|
7572 distinct values |
 |
590092
(98.0%) |
| cob_density
[numeric] |
| Mean (sd) : 111048.9 (257564.7) | | min ≤ med ≤ max: | | 9 ≤ 23750 ≤ 3340000 | | IQR (CV) : 34940 (2.3) |
|
273 distinct values |
 |
600973
(99.8%) |
| rain
[numeric] |
| Mean (sd) : 924.7 (116.9) | | min ≤ med ≤ max: | | 443.4 ≤ 928.3 ≤ 1325.5 | | IQR (CV) : 37.5 (0.1) |
|
551 distinct values |
 |
595058
(98.8%) |
| transplanting_days
[integer] |
| Mean (sd) : 23.7 (10.5) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 60 | | IQR (CV) : 6 (0.4) |
|
27 distinct values |
 |
599893
(99.6%) |
| maturity_days
[integer] |
| Mean (sd) : 119.1 (19.7) | | min ≤ med ≤ max: | | 67 ≤ 117 ≤ 212 | | IQR (CV) : 20 (0.2) |
|
104 distinct values |
 |
600475
(99.7%) |
| harvest_days
[integer] |
| Mean (sd) : 142.5 (23.7) | | min ≤ med ≤ max: | | 64 ≤ 142 ≤ 211 | | IQR (CV) : 32 (0.2) |
|
110 distinct values |
 |
600109
(99.6%) |
| plant_height
[numeric] |
| Mean (sd) : 106.8 (52.6) | | min ≤ med ≤ max: | | 50.1 ≤ 82.2 ≤ 256.5 | | IQR (CV) : 42 (0.5) |
|
104 distinct values |
 |
602262
(100.0%) |
| season_constraint
[character] |
| 1. (Empty string) | | 2. not disease;not pest | | 3. not disease;pest;not | | 4. not disease;not pest | | 5. not disease;pest;wat | | 6. disease;pest;not wat | | 7. disease;not pest;not | | 8. disease;pest;water_e | | 9. drought;pests;irriga | | 10. flood;cold;heat;weed | | [ 186 others ] |
|
| 587235 | ( | 97.5% | ) | | 9269 | ( | 1.5% | ) | | 3994 | ( | 0.7% | ) | | 693 | ( | 0.1% | ) | | 436 | ( | 0.1% | ) | | 235 | ( | 0.0% | ) | | 103 | ( | 0.0% | ) | | 29 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 346 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| weed_species
[character] |
| 1. (Empty string) | | 2. Digitaria horizontal | | 3. Ageratum conyzoides | | 4. Croton hirtus L'Hér. | | 5. Mariscus flabellifor | | 6. Commelina diffusa Bu | | 7. Mariscus cylindrista | | 8. Phyllanthus amarus T | | 9. Talinum triangulare | | 10. Cleome ciliata Schum | | [ 328 others ] |
|
| 594353 | ( | 98.7% | ) | | 182 | ( | 0.0% | ) | | 172 | ( | 0.0% | ) | | 168 | ( | 0.0% | ) | | 165 | ( | 0.0% | ) | | 160 | ( | 0.0% | ) | | 155 | ( | 0.0% | ) | | 151 | ( | 0.0% | ) | | 150 | ( | 0.0% | ) | | 149 | ( | 0.0% | ) | | 6567 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. high | | 6. low | | 7. medium | | 8. none |
|
| 579426 | ( | 96.2% | ) | | 31 | ( | 0.0% | ) | | 51 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 3390 | ( | 0.6% | ) | | 6046 | ( | 1.0% | ) | | 12090 | ( | 2.0% | ) | | 1333 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| weed_cover
[numeric] |
| Mean (sd) : 49.9 (13.2) | | min ≤ med ≤ max: | | 1.5 ≤ 50 ≤ 80 | | IQR (CV) : 20 (0.3) |
|
39 distinct values |
 |
594193
(98.6%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. none | | 3. low | | 4. medium | | 5. high | | 6. 0.31 | | 7. 0.4 | | 8. 0.52 | | 9. 0.64 | | 10. 0.68 | | [ 35 others ] |
|
| 579466 | ( | 96.2% | ) | | 8986 | ( | 1.5% | ) | | 6952 | ( | 1.2% | ) | | 5996 | ( | 1.0% | ) | | 925 | ( | 0.2% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 37 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| pest_species
[character] |
| 1. (Empty string) | | 2. beetles and slug | | 3. Busseola fusca | | 4. Chilo partellus | | 5. Spodoptera frugiperd |
|
| 599393 | ( | 99.5% | ) | | 111 | ( | 0.0% | ) | | 1064 | ( | 0.2% | ) | | 1063 | ( | 0.2% | ) | | 741 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| pest_number
[integer] |
| Mean (sd) : 26.4 (12.6) | | min ≤ med ≤ max: | | 3 ≤ 25 ≤ 54 | | IQR (CV) : 15.5 (0.5) |
|
29 distinct values |
 |
602325
(100.0%) |
| pest_incidence
[integer] |
| Mean (sd) : 0.1 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 13 | | IQR (CV) : 0 (6.7) |
|
| 0 | : | 2746 | ( | 95.7% | ) | | 1 | : | 93 | ( | 3.2% | ) | | 2 | : | 20 | ( | 0.7% | ) | | 3 | : | 5 | ( | 0.2% | ) | | 4 | : | 1 | ( | 0.0% | ) | | 5 | : | 1 | ( | 0.0% | ) | | 9 | : | 1 | ( | 0.0% | ) | | 13 | : | 1 | ( | 0.0% | ) |
|
 |
599504
(99.5%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. high | | 3. High | | 4. low | | 5. Low | | 6. medium | | 7. Medium | | 8. none | | 9. None |
|
| 576645 | ( | 95.7% | ) | | 448 | ( | 0.1% | ) | | 1 | ( | 0.0% | ) | | 6808 | ( | 1.1% | ) | | 1540 | ( | 0.3% | ) | | 4500 | ( | 0.7% | ) | | 155 | ( | 0.0% | ) | | 11103 | ( | 1.8% | ) | | 1172 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| disease_incidence
[character] |
| 1. (Empty string) | | 2. no | | 3. yes | | 4. 0 | | 5. 0.62 | | 6. 1 | | 7. 2.5 | | 8. 3 | | 9. 0.5 | | 10. 0.53 | | [ 24 others ] |
|
| 599840 | ( | 99.6% | ) | | 2122 | ( | 0.4% | ) | | 338 | ( | 0.1% | ) | | 38 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| residue_prevcrop
[numeric] |
| Mean (sd) : 1389.5 (4669.2) | | min ≤ med ≤ max: | | 0 ≤ 20 ≤ 2e+05 | | IQR (CV) : 1144 (3.4) |
|
1425 distinct values |
 |
589925
(97.9%) |
| residue_prevcrop_used
[logical] |
|
|
 |
599118
(99.5%) |
| crop_cut
[logical] |
|
|
 |
555879
(92.3%) |
| previous_crop_residue_perc
[numeric] |
| Mean (sd) : 10.3 (19.6) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 100 | | IQR (CV) : 5 (1.9) |
|
18 distinct values |
 |
579470
(96.2%) |
| previous_crop_burnt
[logical] |
|
|
 |
571914
(94.9%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. fed to livestock | | 3. incorporated | | 4. mulched | | 5. burning | | 6. left_for_grazing | | 7. compost | | 8. Soil fertilization | | 9. burned | | 10. removed (other use) | | [ 716 others ] |
|
| 585217 | ( | 97.2% | ) | | 3476 | ( | 0.6% | ) | | 2089 | ( | 0.3% | ) | | 1374 | ( | 0.2% | ) | | 665 | ( | 0.1% | ) | | 560 | ( | 0.1% | ) | | 513 | ( | 0.1% | ) | | 464 | ( | 0.1% | ) | | 450 | ( | 0.1% | ) | | 374 | ( | 0.1% | ) | | 7190 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| flood_stress
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 588151 | ( | 97.6% | ) | | 334 | ( | 0.1% | ) | | 1813 | ( | 0.3% | ) | | 1837 | ( | 0.3% | ) | | 10237 | ( | 1.7% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 580454 | ( | 96.4% | ) | | 1211 | ( | 0.2% | ) | | 5429 | ( | 0.9% | ) | | 5838 | ( | 1.0% | ) | | 9440 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| stress
[character] |
| 1. (Empty string) | | 2. none | | 3. drought | | 4. pests | | 5. disease | | 6. wild animals | | 7. excess water | | 8. hail | | 9. other | | 10. weeds | | [ 7 others ] |
|
| 579043 | ( | 96.1% | ) | | 12252 | ( | 2.0% | ) | | 6739 | ( | 1.1% | ) | | 984 | ( | 0.2% | ) | | 918 | ( | 0.2% | ) | | 773 | ( | 0.1% | ) | | 594 | ( | 0.1% | ) | | 308 | ( | 0.1% | ) | | 199 | ( | 0.0% | ) | | 154 | ( | 0.0% | ) | | 408 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. female | | 4. Female | | 5. M | | 6. male | | 7. Male |
|
| 492146 | ( | 81.7% | ) | | 1365 | ( | 0.2% | ) | | 4249 | ( | 0.7% | ) | | 40751 | ( | 6.8% | ) | | 986 | ( | 0.2% | ) | | 11380 | ( | 1.9% | ) | | 51495 | ( | 8.5% | ) |
|
 |
0
(0.0%) |
| striga_damage
[logical] |
|
|
 |
597388
(99.2%) |
| house_distance
[numeric] |
| Mean (sd) : 6.9 (11.4) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 210 | | IQR (CV) : 9 (1.7) |
|
50 distinct values |
 |
600290
(99.7%) |
| CA_years
[integer] |
| Min : 1 | | Mean : 5.5 | | Max : 10 |
|
| 1 | : | 718 | ( | 50.0% | ) | | 10 | : | 718 | ( | 50.0% | ) |
|
 |
600936
(99.8%) |
| pheromone_date
[IDate,
Date] |
| min : 2021-11-08 | | med : 2023-05-30 | | max : 2024-09-30 | | range : 2y 10m 22d |
|
38 distinct values |
 |
599504
(99.5%) |
| grain_N
[numeric] |
| Mean (sd) : 7.6 (8.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 27.5 | | IQR (CV) : 17.1 (1.2) |
|
171 distinct values |
 |
602181
(100.0%) |
| grain_K
[numeric] |
| Mean (sd) : 4.3 (0.9) | | min ≤ med ≤ max: | | 2.2 ≤ 4.2 ≤ 7.7 | | IQR (CV) : 1.3 (0.2) |
|
178 distinct values |
 |
602181
(100.0%) |
| grain_P
[numeric] |
| Mean (sd) : 3.4 (0.9) | | min ≤ med ≤ max: | | 1.6 ≤ 3.3 ≤ 7 | | IQR (CV) : 1.1 (0.3) |
|
172 distinct values |
 |
602181
(100.0%) |
| grain_S
[numeric] |
| Mean (sd) : 1 (0.1) | | min ≤ med ≤ max: | | 0.7 ≤ 1 ≤ 1.3 | | IQR (CV) : 0.2 (0.1) |
|
102 distinct values |
 |
602263
(100.0%) |
| grain_Mg
[numeric] |
| Mean (sd) : 1.1 (0.3) | | min ≤ med ≤ max: | | 0.4 ≤ 1.1 ≤ 2.6 | | IQR (CV) : 0.4 (0.3) |
|
101 distinct values |
 |
602267
(100.0%) |
| grain_Fe
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.3) |
|
71 distinct values |
 |
602181
(100.0%) |
| grain_Zn
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.4) |
|
61 distinct values |
 |
602181
(100.0%) |
| grain_Mn
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.6) |
|
44 distinct values |
 |
602250
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.2) |
|
4 distinct values |
 |
602269
(100.0%) |
| grain_C
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.1) |
|
109 distinct values |
 |
602263
(100.0%) |
| grain_Rb
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.9) |
|
34 distinct values |
 |
602263
(100.0%) |
| grain_Co
[numeric] |
1 distinct value |
1 distinct values |
 |
602366
(100.0%) |
| grain_protein
[numeric] |
| Mean (sd) : 10.7 (1.3) | | min ≤ med ≤ max: | | 7.1 ≤ 10.5 ≤ 13.3 | | IQR (CV) : 1.7 (0.1) |
|
66 distinct values |
 |
602287
(100.0%) |
| residue_N
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0) |
|
111 distinct values |
 |
602261
(100.0%) |
| residue_P
[numeric] |
| Mean (sd) : 1.5 (0.3) | | min ≤ med ≤ max: | | 0.9 ≤ 1.6 ≤ 2.1 | | IQR (CV) : 0.5 (0.2) |
|
110 distinct values |
 |
602261
(100.0%) |
| residue_K
[numeric] |
| Mean (sd) : 18.1 (2.7) | | min ≤ med ≤ max: | | 9.8 ≤ 18.5 ≤ 23.8 | | IQR (CV) : 3.2 (0.2) |
|
111 distinct values |
 |
602261
(100.0%) |
| residue_Mg
[numeric] |
| Mean (sd) : 2.1 (0.5) | | min ≤ med ≤ max: | | 1.3 ≤ 2 ≤ 4.6 | | IQR (CV) : 0.6 (0.3) |
|
110 distinct values |
 |
602261
(100.0%) |
| residue_Ca
[numeric] |
| Mean (sd) : 6 (0.8) | | min ≤ med ≤ max: | | 4 ≤ 6 ≤ 7.7 | | IQR (CV) : 0.9 (0.1) |
|
110 distinct values |
 |
602261
(100.0%) |
| residue_Mn
[numeric] |
| Mean (sd) : 0.2 (0) | | min ≤ med ≤ max: | | 0.1 ≤ 0.2 ≤ 0.3 | | IQR (CV) : 0 (0.3) |
|
94 distinct values |
 |
602261
(100.0%) |
| residue_Cu
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.2) |
|
| 0.00 ! | : | 3 | ( | 50.0% | ) | | 0.01 ! | : | 2 | ( | 33.3% | ) | | 0.01 ! | : | 1 | ( | 16.7% | ) | | ! rounded |
|
|
602366
(100.0%) |
| residue_Fe
[numeric] |
| Mean (sd) : 0.5 (0.2) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 1.4 | | IQR (CV) : 0.2 (0.4) |
|
108 distinct values |
 |
602261
(100.0%) |
| residue_Na
[numeric] |
1 distinct value |
1 distinct values |
 |
602371
(100.0%) |
| residue_S
[numeric] |
| Mean (sd) : 1.4 (0.1) | | min ≤ med ≤ max: | | 1.1 ≤ 1.4 ≤ 1.8 | | IQR (CV) : 0.2 (0.1) |
|
109 distinct values |
 |
602261
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.3) |
|
9 distinct values |
 |
602289
(100.0%) |
| residue_Cl
[numeric] |
| Mean (sd) : 1.6 (0.8) | | min ≤ med ≤ max: | | 0.1 ≤ 1.6 ≤ 4.4 | | IQR (CV) : 1.1 (0.5) |
|
111 distinct values |
 |
602261
(100.0%) |
| residue_Al
[numeric] |
| Mean (sd) : 0.4 (0.2) | | min ≤ med ≤ max: | | 0.1 ≤ 0.4 ≤ 1.4 | | IQR (CV) : 0.2 (0.4) |
|
100 distinct values |
 |
602265
(100.0%) |
| residue_C
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0) |
|
111 distinct values |
 |
602261
(100.0%) |
| residue_Cd
[numeric] |
1 distinct value |
1 distinct values |
 |
602261
(100.0%) |
| residue_Pb
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.3) |
|
3 distinct values |
 |
602295
(100.0%) |
| residue_Rb
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.3) |
|
40 distinct values |
 |
602261
(100.0%) |
| diet_diversity
[integer] |
| Mean (sd) : 6.3 (2.2) | | min ≤ med ≤ max: | | 0 ≤ 6 ≤ 12 | | IQR (CV) : 3 (0.4) |
|
13 distinct values |
 |
601795
(99.9%) |
| currency
[character] |
| 1. (Empty string) | | 2. TZS | | 3. GHS | | 4. KES | | 5. MWK | | 6. INR | | 7. XOF | | 8. NPR | | 9. USD | | 10. ETB | | [ 2 others ] |
|
| 463656 | ( | 77.0% | ) | | 34941 | ( | 5.8% | ) | | 29286 | ( | 4.9% | ) | | 15155 | ( | 2.5% | ) | | 14232 | ( | 2.4% | ) | | 13199 | ( | 2.2% | ) | | 12482 | ( | 2.1% | ) | | 8264 | ( | 1.4% | ) | | 6663 | ( | 1.1% | ) | | 3774 | ( | 0.6% | ) | | 720 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| crop_price
[numeric] |
| Mean (sd) : 1646.5 (27949.3) | | min ≤ med ≤ max: | | 0 ≤ 120 ≤ 1800000 | | IQR (CV) : 1376 (17) |
|
2806 distinct values |
 |
519983
(86.3%) |
| fertilizer_cost
[numeric] |
| Mean (sd) : 157868.5 (1118599) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 19550000 | | IQR (CV) : 75000 (7.1) |
|
114 distinct values |
 |
600151
(99.6%) |
| fertilizer_app_cost
[integer] |
1 distinct value |
|
 |
596851
(99.1%) |
| fertilizer_price
[numeric] |
| Mean (sd) : Inf (NaN) | | min ≤ med ≤ max: | | 0 ≤ 115.9 ≤ Inf | | IQR (CV) : 575.5 (NaN) |
|
2398 distinct values |
 |
559039
(92.8%) |
| harvest_cost
[numeric] |
| Mean (sd) : 6.5 (89.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4000 | | IQR (CV) : 0 (13.6) |
|
220 distinct values |
 |
596851
(99.1%) |
| herbicide_price
[numeric] |
| Mean (sd) : 547.2 (1474.5) | | min ≤ med ≤ max: | | 0 ≤ 250 ≤ 70000 | | IQR (CV) : 712.5 (2.7) |
|
294 distinct values |
 |
584212
(97.0%) |
| insecticide_price
[numeric] |
| Mean (sd) : 1423.4 (2157.8) | | min ≤ med ≤ max: | | 0 ≤ 812.5 ≤ 140000 | | IQR (CV) : 1650 (1.5) |
|
999 distinct values |
|
590893
(98.1%) |
| irrigation_cost
[numeric] |
| Mean (sd) : 206.5 (1473.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 39350 | | IQR (CV) : 0 (7.1) |
|
171 distinct values |
 |
596445
(99.0%) |
| land_prep_cost
[numeric] |
| Mean (sd) : 1095.3 (7563.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 490001 | | IQR (CV) : 1.1 (6.9) |
|
634 distinct values |
 |
596445
(99.0%) |
| OM_cost
[numeric] |
| Mean (sd) : 19862 (61752.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 480000 | | IQR (CV) : 0 (3.1) |
|
40 distinct values |
 |
600151
(99.6%) |
| OM_transp_cost
[integer] |
1 distinct value |
|
 |
596851
(99.1%) |
| OM_price
[numeric] |
| Mean (sd) : 1013.3 (10449.9) | | min ≤ med ≤ max: | | -99 ≤ 0 ≤ 480000 | | IQR (CV) : 20 (10.3) |
|
317 distinct values |
 |
561291
(93.2%) |
| planting_cost
[numeric] |
| Mean (sd) : 4.8 (59.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 3000 | | IQR (CV) : 0 (12.4) |
|
241 distinct values |
 |
596851
(99.1%) |
| seed_cost
[numeric] |
| Mean (sd) : 93438.2 (173353.3) | | min ≤ med ≤ max: | | 0 ≤ 26500 ≤ 1122000 | | IQR (CV) : 100800 (1.9) |
|
218 distinct values |
 |
599597
(99.5%) |
| seed_price
[numeric] |
| Mean (sd) : Inf (NaN) | | min ≤ med ≤ max: | | 0 ≤ 80 ≤ Inf | | IQR (CV) : 394 (NaN) |
|
883 distinct values |
 |
551705
(91.6%) |
| weeding_cost
[numeric] |
| Mean (sd) : 17.3 (195.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 6000 | | IQR (CV) : 0 (11.3) |
|
315 distinct values |
 |
596851
(99.1%) |
| weeding_labour
[integer] |
| Mean (sd) : 2 (16.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 730 | | IQR (CV) : 0 (8.2) |
|
40 distinct values |
|
596851
(99.1%) |
| labour
[numeric] |
| Mean (sd) : 2118.3 (50530.4) | | min ≤ med ≤ max: | | 0 ≤ 217.5 ≤ 1692500 | | IQR (CV) : 354 (23.9) |
|
971 distinct values |
 |
600711
(99.7%) |
| fertilizer_labour
[integer] |
1 distinct value |
|
 |
596851
(99.1%) |
| net_benefit
[numeric] |
| Mean (sd) : 3572.4 (73453.3) | | min ≤ med ≤ max: | | -396 ≤ 457.2 ≤ 2475747 | | IQR (CV) : 950.7 (20.6) |
|
1586 distinct values |
 |
600729
(99.7%) |
| market_type
[character] |
| 1. (Empty string) | | 2. On farm or home | | 3. Local market | | 4. Regulated market | | 5. local | | 6. Local | | 7. Regional | | 8. LOCAL | | 9. farmer group | | 10. REGIONAL | | [ 46 others ] |
|
| 568604 | ( | 94.4% | ) | | 16102 | ( | 2.7% | ) | | 6208 | ( | 1.0% | ) | | 2044 | ( | 0.3% | ) | | 1468 | ( | 0.2% | ) | | 1405 | ( | 0.2% | ) | | 1126 | ( | 0.2% | ) | | 726 | ( | 0.1% | ) | | 715 | ( | 0.1% | ) | | 587 | ( | 0.1% | ) | | 3387 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| market_distance
[numeric] |
| Mean (sd) : 8.6 (12.5) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 200 | | IQR (CV) : 9 (1.5) |
|
76 distinct values |
 |
597043
(99.1%) |
| market_timeto
[integer] |
| Mean (sd) : 186 (227.4) | | min ≤ med ≤ max: | | 1 ≤ 120 ≤ 3360 | | IQR (CV) : 195 (1.2) |
|
53 distinct values |
 |
601380
(99.8%) |
| date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2020 | | 4. 2018 | | 5. 2016 | | 6. 2019 | | 7. 2014 | | 8. 2013-06-11 | | 9. 2024 | | 10. 2018-09-27 | | [ 2572 others ] |
|
| 370996 | ( | 61.6% | ) | | 8751 | ( | 1.5% | ) | | 4765 | ( | 0.8% | ) | | 2713 | ( | 0.5% | ) | | 1786 | ( | 0.3% | ) | | 814 | ( | 0.1% | ) | | 779 | ( | 0.1% | ) | | 446 | ( | 0.1% | ) | | 364 | ( | 0.1% | ) | | 348 | ( | 0.1% | ) | | 210610 | ( | 35.0% | ) |
|
 |
0
(0.0%) |
| time
[character] |
| 1. (Empty string) | | 2. 16:25:34 | | 3. 21:55:34 | | 4. 11:55:34 | | 5. 16:55:34 | | 6. 20:55:34 | | 7. 00:25:34 | | 8. 05:55:34 | | 9. 07:55:34 | | 10. 11:25:34 | | [ 27125 others ] |
|
| 471999 | ( | 78.4% | ) | | 653 | ( | 0.1% | ) | | 652 | ( | 0.1% | ) | | 651 | ( | 0.1% | ) | | 651 | ( | 0.1% | ) | | 651 | ( | 0.1% | ) | | 650 | ( | 0.1% | ) | | 650 | ( | 0.1% | ) | | 650 | ( | 0.1% | ) | | 650 | ( | 0.1% | ) | | 124515 | ( | 20.7% | ) |
|
 |
0
(0.0%) |
| timezone
[character] |
|
| 523383 | ( | 86.9% | ) | | 78989 | ( | 13.1% | ) |
|
 |
0
(0.0%) |
| reference
[character] |
| 1. (Empty string) | | 2. Oliveira, JOAP; Vidi | | 3. Takahashi, M.; Fidal | | 4. Byju, G; Ravindran, | | 5. Carvalho, FLC; Souza | | 6. Pequeno, MG; Vidigal | | 7. Devide, ACP; Castro, | | 8. Gabriel Filho, A; Sa | | 9. Cavalieri, KMV; Torm | | 10. Gobbi, K.F.; Takahas | | [ 4 others ] |
|
| 602242 | ( | 100.0% | ) | | 26 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| variable
[character] |
| 1. (Empty string) | | 2. soil_Al | | 3. soil_Al_total | | 4. soil_B | | 5. soil_C_total | | 6. soil_Cr_total | | 7. soil_Cu | | 8. soil_Fe | | 9. soil_Fe_total | | 10. soil_Mn | | [ 8 others ] |
|
| 602355 | ( | 100.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| method
[character] |
| 1. (Empty string) | | 2. Mehlich3 | | 3. X-Ray Fluorescence S |
|
| 602355 | ( | 100.0% | ) | | 8 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
| 276139 | ( | 61.9% | ) | | 169828 | ( | 38.1% | ) |
|
 |
156405
(26.0%) |
| is_survey
[logical] |
|
|
 |
133059
(22.1%) |
| variety
[character] |
| 1. (Empty string) | | 2. Local variety | | 3. local | | 4. other | | 5. MTU_7029 | | 6. . | | 7. Arize6444Gold | | 8. PBW343 | | 9. HD2967 | | 10. IDRAYNI | | [ 2706 others ] |
|
| 517513 | ( | 85.9% | ) | | 3244 | ( | 0.5% | ) | | 2656 | ( | 0.4% | ) | | 2460 | ( | 0.4% | ) | | 2442 | ( | 0.4% | ) | | 2439 | ( | 0.4% | ) | | 1935 | ( | 0.3% | ) | | 1749 | ( | 0.3% | ) | | 1683 | ( | 0.3% | ) | | 1324 | ( | 0.2% | ) | | 64927 | ( | 10.8% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. 100 | | 3. 1 | | 4. 2 | | 5. 101 | | 6. 295 | | 7. 360 | | 8. 102 | | 9. 117 | | 10. 3 | | [ 148 others ] |
|
| 594546 | ( | 98.7% | ) | | 3239 | ( | 0.5% | ) | | 2454 | ( | 0.4% | ) | | 331 | ( | 0.1% | ) | | 264 | ( | 0.0% | ) | | 115 | ( | 0.0% | ) | | 103 | ( | 0.0% | ) | | 97 | ( | 0.0% | ) | | 71 | ( | 0.0% | ) | | 70 | ( | 0.0% | ) | | 1082 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. Improved | | 3. Local | | 4. traditional | | 5. hybrid | | 6. Hybrid | | 7. HYV | | 8. Traditional | | 9. not hybrid | | 10. improved | | [ 38 others ] |
|
| 501341 | ( | 83.2% | ) | | 28987 | ( | 4.8% | ) | | 21451 | ( | 3.6% | ) | | 15622 | ( | 2.6% | ) | | 10734 | ( | 1.8% | ) | | 5404 | ( | 0.9% | ) | | 3716 | ( | 0.6% | ) | | 3244 | ( | 0.5% | ) | | 2809 | ( | 0.5% | ) | | 1986 | ( | 0.3% | ) | | 7078 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| variety_traits
[character] |
| 1. (Empty string) | | 2. not maize lethal nec | | 3. not maize lethal nec | | 4. not maize lethal nec | | 5. not maize lethal nec | | 6. not maize lethal nec | | 7. Grain yield | | 8. not maize lethal nec | | 9. not maize lethal nec | | 10. not maize lethal nec | | [ 15 others ] |
|
| 594358 | ( | 98.7% | ) | | 2469 | ( | 0.4% | ) | | 2420 | ( | 0.4% | ) | | 752 | ( | 0.1% | ) | | 751 | ( | 0.1% | ) | | 277 | ( | 0.0% | ) | | 270 | ( | 0.0% | ) | | 215 | ( | 0.0% | ) | | 202 | ( | 0.0% | ) | | 165 | ( | 0.0% | ) | | 493 | ( | 0.1% | ) |
|
|
0
(0.0%) |
| variety_release_year
[integer] |
| Mean (sd) : 2001 (7.2) | | min ≤ med ≤ max: | | 1981 ≤ 2003 ≤ 2017 | | IQR (CV) : 3 (0) |
|
13 distinct values |
 |
595502
(98.9%) |
| animal
[character] |
| 1. (Empty string) | | 2. chicken | | 3. goat | | 4. cattle | | 5. pig | | 6. sheep | | 7. guinea fowl | | 8. fish | | 9. doves/pigeons | | 10. guinea pig | | [ 13 others ] |
|
| 572464 | ( | 95.0% | ) | | 7956 | ( | 1.3% | ) | | 5778 | ( | 1.0% | ) | | 5367 | ( | 0.9% | ) | | 4007 | ( | 0.7% | ) | | 2166 | ( | 0.4% | ) | | 789 | ( | 0.1% | ) | | 517 | ( | 0.1% | ) | | 510 | ( | 0.1% | ) | | 457 | ( | 0.1% | ) | | 2361 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| heads
[integer] |
| Mean (sd) : 7.7 (11.1) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 170 | | IQR (CV) : 7 (1.4) |
|
61 distinct values |
 |
588258
(97.7%) |
| TLU
[numeric] |
| Mean (sd) : 2.5 (3.9) | | min ≤ med ≤ max: | | 0 ≤ 1.5 ≤ 70 | | IQR (CV) : 2.6 (1.6) |
|
447 distinct values |
 |
599137
(99.5%) |
| purpose
[character] |
| 1. (Empty string) | | 2. draft-power | | 3. honey | | 4. meat | | 5. milk |
|
| 600641 | ( | 99.7% | ) | | 670 | ( | 0.1% | ) | | 262 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 791 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| location_id
[character] |
| 1. (Empty string) | | 2. S0802 | | 3. S0901 | | 4. N0303 | | 5. N0305 | | 6. N0401 | | 7. N0404 | | 8. S0201 | | 9. S0202 | | 10. S0501 | | [ 16 others ] |
|
| 598913 | ( | 99.4% | ) | | 150 | ( | 0.0% | ) | | 150 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 2151 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| country
[character] |
| 1. (Empty string) | | 2. Kenya | | 3. Tanzania | | 4. India | | 5. Mali | | 6. Ghana | | 7. Ethiopia | | 8. Malawi | | 9. Nepal | | 10. Côte d'Ivoire | | [ 39 others ] |
|
| 181674 | ( | 30.2% | ) | | 88569 | ( | 14.7% | ) | | 55762 | ( | 9.3% | ) | | 48683 | ( | 8.1% | ) | | 41233 | ( | 6.8% | ) | | 32661 | ( | 5.4% | ) | | 31360 | ( | 5.2% | ) | | 15254 | ( | 2.5% | ) | | 13623 | ( | 2.3% | ) | | 8662 | ( | 1.4% | ) | | 84891 | ( | 14.1% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Taita-Taveta | | 3. Manyara | | 4. Northern Region | | 5. Bihar | | 6. Upper West region | | 7. Dodoma | | 8. Haryana | | 9. Ntcheu | | 10. Amhara | | [ 329 others ] |
|
| 285880 | ( | 47.5% | ) | | 51387 | ( | 8.5% | ) | | 27191 | ( | 4.5% | ) | | 16316 | ( | 2.7% | ) | | 14198 | ( | 2.4% | ) | | 8027 | ( | 1.3% | ) | | 6284 | ( | 1.0% | ) | | 6125 | ( | 1.0% | ) | | 5883 | ( | 1.0% | ) | | 5762 | ( | 1.0% | ) | | 175319 | ( | 29.1% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Babati | | 3. Salvelugu | | 4. Kongwa | | 5. Kalsubai | | 6. Nadowli | | 7. Tolon/Kumbungu | | 8. Igatpuri | | 9. Vaishali | | 10. Shahada | | [ 714 others ] |
|
| 416274 | ( | 69.1% | ) | | 25042 | ( | 4.2% | ) | | 9999 | ( | 1.7% | ) | | 6067 | ( | 1.0% | ) | | 5748 | ( | 1.0% | ) | | 5562 | ( | 0.9% | ) | | 4148 | ( | 0.7% | ) | | 3839 | ( | 0.6% | ) | | 3682 | ( | 0.6% | ) | | 3612 | ( | 0.6% | ) | | 118399 | ( | 19.7% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Kampanje | | 3. Mposa | | 4. Mpamadzi | | 5. Mwalaoyera | | 6. Thete | | 7. Halesi Tuwachung | | 8. Golomoti Centre | | 9. Gurbhakot | | 10. Lemmo | | [ 1695 others ] |
|
| 522122 | ( | 86.7% | ) | | 2279 | ( | 0.4% | ) | | 1746 | ( | 0.3% | ) | | 1565 | ( | 0.3% | ) | | 1384 | ( | 0.2% | ) | | 1245 | ( | 0.2% | ) | | 1198 | ( | 0.2% | ) | | 1160 | ( | 0.2% | ) | | 1160 | ( | 0.2% | ) | | 1108 | ( | 0.2% | ) | | 67405 | ( | 11.2% | ) |
|
|
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. 6 | | 3. 5 | | 4. 2 | | 5. 1 | | 6. 4 | | 7. 7 | | 8. 8 | | 9. 3 | | 10. 11 | | [ 686 others ] |
|
| 592964 | ( | 98.4% | ) | | 327 | ( | 0.1% | ) | | 317 | ( | 0.1% | ) | | 307 | ( | 0.1% | ) | | 302 | ( | 0.1% | ) | | 291 | ( | 0.0% | ) | | 266 | ( | 0.0% | ) | | 251 | ( | 0.0% | ) | | 240 | ( | 0.0% | ) | | 233 | ( | 0.0% | ) | | 6874 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. (Empty string) | | 2. Mbita Point | | 3. Dembwa | | 4. Maktau | | 5. Dareda | | 6. Abidjan | | 7. Dabil | | 8. Akole | | 9. Bashnet | | 10. Nairobi | | [ 8256 others ] |
|
| 226794 | ( | 37.7% | ) | | 78989 | ( | 13.1% | ) | | 31178 | ( | 5.2% | ) | | 20263 | ( | 3.4% | ) | | 8919 | ( | 1.5% | ) | | 7907 | ( | 1.3% | ) | | 7446 | ( | 1.2% | ) | | 5748 | ( | 1.0% | ) | | 4867 | ( | 0.8% | ) | | 4100 | ( | 0.7% | ) | | 206161 | ( | 34.2% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. Mkuwazi | | 3. Dauka | | 4. Mbidze | | 5. Amosi | | 6. Katsese | | 7. Kampanje II | | 8. Msamala | | 9. Ng'anjo | | 10. Kalumo | | [ 441 others ] |
|
| 594039 | ( | 98.6% | ) | | 170 | ( | 0.0% | ) | | 169 | ( | 0.0% | ) | | 135 | ( | 0.0% | ) | | 121 | ( | 0.0% | ) | | 118 | ( | 0.0% | ) | | 106 | ( | 0.0% | ) | | 102 | ( | 0.0% | ) | | 100 | ( | 0.0% | ) | | 90 | ( | 0.0% | ) | | 7222 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[numeric] |
| Mean (sd) : 13272.8 (17033.1) | | min ≤ med ≤ max: | | 3 ≤ 5000 ≤ 84918 | | IQR (CV) : 0 (1.3) |
|
162 distinct values |
 |
550459
(91.4%) |
| geo_from_source
[logical] |
|
| 163252 | ( | 27.2% | ) | | 435883 | ( | 72.8% | ) |
|
 |
3237
(0.5%) |
| elevation
[numeric] |
| Mean (sd) : 1022.7 (613) | | min ≤ med ≤ max: | | -1932 ≤ 1090 ≤ 8234.2 | | IQR (CV) : 671.5 (0.6) |
|
35483 distinct values |
 |
452013
(75.0%) |
| geo_source
[character] |
| 1. (Empty string) | | 2. GADM 4.1, adm2 | | 3. GADM 4.1, adm3 | | 4. Google Maps |
|
| 591605 | ( | 98.2% | ) | | 9641 | ( | 1.6% | ) | | 406 | ( | 0.1% | ) | | 720 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2013 | | 3. 2016 | | 4. 2010-06 | | 5. 2010-07 | | 6. 2016-05-01 | | 7. 2012 | | 8. 2017 | | 9. 2010-05 | | 10. 2010-04 | | [ 2416 others ] |
|
| 477436 | ( | 79.3% | ) | | 6316 | ( | 1.0% | ) | | 4212 | ( | 0.7% | ) | | 3069 | ( | 0.5% | ) | | 2720 | ( | 0.5% | ) | | 2336 | ( | 0.4% | ) | | 2133 | ( | 0.4% | ) | | 1936 | ( | 0.3% | ) | | 1866 | ( | 0.3% | ) | | 1524 | ( | 0.3% | ) | | 98824 | ( | 16.4% | ) |
|
 |
0
(0.0%) |
| transplanting_date
[IDate,
Date] |
| min : 2013-04-16 | | med : 2014-08-08 | | max : 2017-07-04 | | range : 4y 2m 18d |
|
180 distinct values |
 |
601895
(99.9%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2016-12-01 | | 3. 2013-03 | | 4. 2013 | | 5. 2017-11-15 | | 6. 2016 | | 7. 2017-11-10 | | 8. 2017-11-20 | | 9. 2018-04-20 | | 10. 2017-11-25 | | [ 1436 others ] |
|
| 527373 | ( | 87.5% | ) | | 2334 | ( | 0.4% | ) | | 1299 | ( | 0.2% | ) | | 1087 | ( | 0.2% | ) | | 804 | ( | 0.1% | ) | | 796 | ( | 0.1% | ) | | 732 | ( | 0.1% | ) | | 719 | ( | 0.1% | ) | | 714 | ( | 0.1% | ) | | 685 | ( | 0.1% | ) | | 65829 | ( | 10.9% | ) |
|
 |
0
(0.0%) |
| fertilizer_used
[logical] |
|
|
 |
553025
(91.8%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. none | | 3. urea | | 4. unknown | | 5. DAP;urea | | 6. urea;NPK | | 7. urea;DAP | | 8. urea;DAP;CAN;CN;NPK | | 9. NPK | | 10. DAP | | [ 201 others ] |
|
| 520241 | ( | 86.4% | ) | | 25521 | ( | 4.2% | ) | | 10972 | ( | 1.8% | ) | | 6707 | ( | 1.1% | ) | | 5161 | ( | 0.9% | ) | | 4407 | ( | 0.7% | ) | | 4355 | ( | 0.7% | ) | | 4085 | ( | 0.7% | ) | | 3002 | ( | 0.5% | ) | | 2361 | ( | 0.4% | ) | | 15560 | ( | 2.6% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[IDate,
Date] |
| min : 2017-04-02 | | med : 2017-07-20 | | max : 2018-03-15 | | range : 11m 13d |
|
178 distinct values |
 |
600033
(99.6%) |
| fertilizer_dap
[character] |
| 1. (Empty string) | | 2. 14;45 | | 3. 21;52 | | 4. 21;51 | | 5. 0;22 | | 6. 21;48 | | 7. 14;42 | | 8. 21;49 | | 9. 0;21 | | 10. 14;44 | | [ 809 others ] |
|
| 601018 | ( | 99.8% | ) | | 17 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) | | 14 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 7 | ( | 0.0% | ) | | 7 | ( | 0.0% | ) | | 1256 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 951.3 (14146.1) | | min ≤ med ≤ max: | | 0 ≤ 45.8 ≤ 3088708 | | IQR (CV) : 200 (14.9) |
|
3708 distinct values |
 |
532090
(88.3%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. in hole | | 3. not in hole |
|
| 587599 | ( | 97.5% | ) | | 5550 | ( | 0.9% | ) | | 9223 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 63.1 (72.4) | | min ≤ med ≤ max: | | 0 ≤ 40.7 ≤ 5419 | | IQR (CV) : 109.8 (1.1) |
|
18232 distinct values |
 |
491847
(81.7%) |
| N_splits
[integer] |
| Mean (sd) : 1.7 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 4 | | IQR (CV) : 1 (0.4) |
|
| 0 | : | 121 | ( | 2.5% | ) | | 1 | : | 1553 | ( | 32.6% | ) | | 2 | : | 2719 | ( | 57.1% | ) | | 3 | : | 330 | ( | 6.9% | ) | | 4 | : | 36 | ( | 0.8% | ) |
|
 |
597613
(99.2%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 17.4 (22.4) | | min ≤ med ≤ max: | | 0 ≤ 11.4 ≤ 1005 | | IQR (CV) : 25.5 (1.3) |
|
8862 distinct values |
 |
503440
(83.6%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 8.8 (18.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 954 | | IQR (CV) : 11 (2.1) |
|
3411 distinct values |
 |
520575
(86.4%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2.4 (15.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1351 | | IQR (CV) : 4 (6.4) |
|
422 distinct values |
 |
573412
(95.2%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 0.6 (4.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 663.8 | | IQR (CV) : 0 (7.7) |
|
2486 distinct values |
|
553253
(91.8%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 50 | | IQR (CV) : 0 (27.2) |
|
62 distinct values |
 |
579510
(96.2%) |
| N_organic
[numeric] |
| Mean (sd) : 7.5 (15.3) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 172.5 | | IQR (CV) : 7 (2) |
|
699 distinct values |
 |
597722
(99.2%) |
| P_organic
[numeric] |
| Mean (sd) : 3.9 (12.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 64.6 | | IQR (CV) : 0 (3.1) |
|
12 distinct values |
 |
602286
(100.0%) |
| K_organic
[numeric] |
| Mean (sd) : 14.5 (46.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 286.3 | | IQR (CV) : 0 (3.2) |
|
12 distinct values |
 |
602286
(100.0%) |
| lime
[numeric] |
| Mean (sd) : 7.5 (83.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2500 | | IQR (CV) : 0 (11.2) |
|
134 distinct values |
 |
586741
(97.4%) |
| lime_used
[logical] |
|
|
 |
600238
(99.6%) |
| gypsum
[numeric] |
| Mean (sd) : 5.9 (9.9) | | min ≤ med ≤ max: | | 0.5 ≤ 2 ≤ 40 | | IQR (CV) : 5.5 (1.7) |
|
8 distinct values |
 |
602357
(100.0%) |
| OM_used
[logical] |
|
|
 |
464944
(77.2%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. farmyard manure | | 3. unknown | | 4. farmyard manure;none | | 5. none | | 6. farmyard manure;unkn | | 7. animal dung | | 8. farmyard manure (dry | | 9. compost | | 10. farmyard manure (wet | | [ 11 others ] |
|
| 485197 | ( | 80.5% | ) | | 31676 | ( | 5.3% | ) | | 20002 | ( | 3.3% | ) | | 17413 | ( | 2.9% | ) | | 16307 | ( | 2.7% | ) | | 8722 | ( | 1.4% | ) | | 7003 | ( | 1.2% | ) | | 4564 | ( | 0.8% | ) | | 3283 | ( | 0.5% | ) | | 2286 | ( | 0.4% | ) | | 5919 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 2654.2 (18668.6) | | min ≤ med ≤ max: | | -29997 ≤ 0 ≤ 2776726 | | IQR (CV) : 600 (7) |
|
6147 distinct values |
 |
490466
(81.4%) |
| inoculated
[logical] |
|
|
 |
579977
(96.3%) |
| inoculant
[character] |
| 1. (Empty string) | | 2. yes | | 3. Inoculant | | 4. Inoculation Process | | 5. inoculant | | 6. Silver | | 7. YES | | 8. Black | | 9. apron plus | | 10. apron star | | [ 30 others ] |
|
| 601071 | ( | 99.8% | ) | | 279 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 139 | ( | 0.0% | ) | | 116 | ( | 0.0% | ) | | 105 | ( | 0.0% | ) | | 88 | ( | 0.0% | ) | | 57 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 277 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigated
[logical] |
|
| 154161 | ( | 47.5% | ) | | 170191 | ( | 52.5% | ) |
|
 |
278020
(46.2%) |
| irrigation_source
[character] |
| 1. (Empty string) | | 2. Groundwater | | 3. none | | 4. Rain | | 5. ShallowTubeWell | | 6. Surface water (river | | 7. Groundwater from wel | | 8. Canal | | 9. Shallow_tubewell | | 10. River diversion | | [ 80 others ] |
|
| 585034 | ( | 97.1% | ) | | 4760 | ( | 0.8% | ) | | 2102 | ( | 0.3% | ) | | 1915 | ( | 0.3% | ) | | 1321 | ( | 0.2% | ) | | 955 | ( | 0.2% | ) | | 917 | ( | 0.2% | ) | | 895 | ( | 0.1% | ) | | 704 | ( | 0.1% | ) | | 549 | ( | 0.1% | ) | | 3220 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. basin | | 3. drip | | 4. flood | | 5. groundwater | | 6. none | | 7. sprinkler | | 8. surface | | 9. unknown |
|
| 556318 | ( | 92.4% | ) | | 4 | ( | 0.0% | ) | | 66 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 36863 | ( | 6.1% | ) | | 149 | ( | 0.0% | ) | | 2661 | ( | 0.4% | ) | | 6283 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 4.5 (13) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 1000 | | IQR (CV) : 2 (2.9) |
|
54 distinct values |
 |
591581
(98.2%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 17732.8 (25151.6) | | min ≤ med ≤ max: | | 0 ≤ 5000 ≤ 2e+05 | | IQR (CV) : 48000.2 (1.4) |
|
22 distinct values |
 |
601080
(99.8%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. ploughing | | 3. conventional | | 4. hoeing | | 5. manual puddling | | 6. TyneCultivator | | 7. TyneCultivator FourW | | 8. mechanical puddling; | | 9. mechanical puddling | | 10. FourWhTractRotavator | | [ 192 others ] |
|
| 491296 | ( | 81.6% | ) | | 22589 | ( | 3.8% | ) | | 19019 | ( | 3.2% | ) | | 15413 | ( | 2.6% | ) | | 7453 | ( | 1.2% | ) | | 6944 | ( | 1.2% | ) | | 6004 | ( | 1.0% | ) | | 4452 | ( | 0.7% | ) | | 3841 | ( | 0.6% | ) | | 2601 | ( | 0.4% | ) | | 22760 | ( | 3.8% | ) |
|
 |
0
(0.0%) |
| land_prep_times
[integer] |
| Mean (sd) : 1.1 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 3 | | IQR (CV) : 0 (0.4) |
|
| 0 | : | 17 | ( | 1.3% | ) | | 1 | : | 1158 | ( | 85.5% | ) | | 2 | : | 161 | ( | 11.9% | ) | | 3 | : | 18 | ( | 1.3% | ) |
|
 |
601018
(99.8%) |
| land_prep_implement
[character] |
| 1. (Empty string) | | 2. animal;mouldboard pl | | 3. hoe | | 4. 4 wheel tractor;2 wh | | 5. 4 wheel tractor | | 6. 2 wheel tractor | | 7. unknown | | 8. 2 wheel tractor;4 wh | | 9. 4 wheel tractor;manu | | 10. animal;disc plough | | [ 45 others ] |
|
| 595273 | ( | 98.8% | ) | | 3960 | ( | 0.7% | ) | | 777 | ( | 0.1% | ) | | 517 | ( | 0.1% | ) | | 457 | ( | 0.1% | ) | | 270 | ( | 0.0% | ) | | 217 | ( | 0.0% | ) | | 179 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 504 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. ManualPuddled_Random | | 3. transplanted | | 4. direct seeding | | 5. broadcasting | | 6. Broadcasting | | 7. transplanting | | 8. ManualPuddled_Line | | 9. DirectBroadcast | | 10. DirectSown_Beushenin | | [ 31 others ] |
|
| 550550 | ( | 91.4% | ) | | 13385 | ( | 2.2% | ) | | 9706 | ( | 1.6% | ) | | 9076 | ( | 1.5% | ) | | 7695 | ( | 1.3% | ) | | 7246 | ( | 1.2% | ) | | 1091 | ( | 0.2% | ) | | 991 | ( | 0.2% | ) | | 392 | ( | 0.1% | ) | | 305 | ( | 0.1% | ) | | 1935 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| seed_density
[numeric] |
| Mean (sd) : 72.7 (64.3) | | min ≤ med ≤ max: | | -22.2 ≤ 49.4 ≤ 4756.8 | | IQR (CV) : 109.5 (0.9) |
|
1985 distinct values |
 |
578159
(96.0%) |
| seed_rate
[numeric] |
| Mean (sd) : 2090.5 (88274.2) | | min ≤ med ≤ max: | | -5e+05 ≤ 19.8 ≤ 2.1e+07 | | IQR (CV) : 70.1 (42.2) |
|
6725 distinct values |
 |
486911
(80.8%) |
| seed_source
[character] |
| 1. (Empty string) | | 2. PvtSeedDealer | | 3. Local trader | | 4. SelfSaved | | 5. Cooperative | | 6. Farmer | | 7. Own stored | | 8. Other | | 9. Grain trader | | 10. Private Company | | [ 61 others ] |
|
| 554390 | ( | 92.0% | ) | | 18445 | ( | 3.1% | ) | | 4683 | ( | 0.8% | ) | | 3834 | ( | 0.6% | ) | | 3050 | ( | 0.5% | ) | | 2351 | ( | 0.4% | ) | | 1805 | ( | 0.3% | ) | | 1629 | ( | 0.3% | ) | | 1607 | ( | 0.3% | ) | | 1380 | ( | 0.2% | ) | | 9198 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. improve | | 3. no | | 4. traditional | | 5. yes |
|
| 593085 | ( | 98.5% | ) | | 226 | ( | 0.0% | ) | | 3978 | ( | 0.7% | ) | | 4029 | ( | 0.7% | ) | | 1054 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
545659
(90.6%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. pretilachlor | | 3. unknown | | 4. none | | 5. butachlor | | 6. glyphosate | | 7. bispyribac-sodium | | 8. 2,4-D | | 9. pendimethalin | | 10. sulfosulfuron | | [ 62 others ] |
|
| 585627 | ( | 97.2% | ) | | 4261 | ( | 0.7% | ) | | 3592 | ( | 0.6% | ) | | 3152 | ( | 0.5% | ) | | 1836 | ( | 0.3% | ) | | 1010 | ( | 0.2% | ) | | 984 | ( | 0.2% | ) | | 841 | ( | 0.1% | ) | | 183 | ( | 0.0% | ) | | 174 | ( | 0.0% | ) | | 712 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| herbicide_timing
[character] |
| 1. (Empty string) | | 2. 35 | | 3. 30 | | 4. 25 | | 5. 2 | | 6. 1 | | 7. 3 | | 8. 32 | | 9. 28 | | 10. 40 | | [ 165 others ] |
|
| 591535 | ( | 98.2% | ) | | 1913 | ( | 0.3% | ) | | 1743 | ( | 0.3% | ) | | 916 | ( | 0.2% | ) | | 847 | ( | 0.1% | ) | | 783 | ( | 0.1% | ) | | 673 | ( | 0.1% | ) | | 542 | ( | 0.1% | ) | | 391 | ( | 0.1% | ) | | 307 | ( | 0.1% | ) | | 2722 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| herbicide_times
[integer] |
| Mean (sd) : 1.5 (1) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 12 | | IQR (CV) : 1 (0.7) |
|
| 0 | : | 5563 | ( | 16.6% | ) | | 1 | : | 12418 | ( | 37.0% | ) | | 2 | : | 7203 | ( | 21.5% | ) | | 3 | : | 8377 | ( | 25.0% | ) | | 4 | : | 4 | ( | 0.0% | ) | | 5 | : | 2 | ( | 0.0% | ) | | 6 | : | 3 | ( | 0.0% | ) | | 12 | : | 2 | ( | 0.0% | ) |
|
 |
568800
(94.4%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 218.2 (450.5) | | min ≤ med ≤ max: | | 0 ≤ 1.2 ≤ 30000 | | IQR (CV) : 500 (2.1) |
|
168 distinct values |
 |
586974
(97.4%) |
| weeding_done
[logical] |
|
|
 |
577785
(95.9%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. none | | 3. herbicide | | 4. Manual | | 5. Herbicide | | 6. herbicide manual | | 7. manual | | 8. Manual Herbicide | | 9. None | | 10. Herbicide Manual | | [ 11 others ] |
|
| 586626 | ( | 97.4% | ) | | 4459 | ( | 0.7% | ) | | 3219 | ( | 0.5% | ) | | 2471 | ( | 0.4% | ) | | 2008 | ( | 0.3% | ) | | 1315 | ( | 0.2% | ) | | 829 | ( | 0.1% | ) | | 747 | ( | 0.1% | ) | | 344 | ( | 0.1% | ) | | 261 | ( | 0.0% | ) | | 93 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 1 (0.8) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 5 | | IQR (CV) : 2 (0.8) |
|
| 0 | : | 7531 | ( | 28.1% | ) | | 1 | : | 12108 | ( | 45.2% | ) | | 2 | : | 6493 | ( | 24.2% | ) | | 3 | : | 641 | ( | 2.4% | ) | | 4 | : | 9 | ( | 0.0% | ) | | 5 | : | 4 | ( | 0.0% | ) |
|
 |
575586
(95.6%) |
| weeding_implement
[character] |
|
|
 |
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
540410
(89.7%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. alpha | | 3. unknown | | 4. chlorantraniliprole | | 5. corogen | | 6. cartap hydrochloride | | 7. carbofuran | | 8. pymetrozine | | 9. flubendiamide | | 10. thiamethoxam | | [ 1884 others ] |
|
| 582477 | ( | 96.7% | ) | | 1929 | ( | 0.3% | ) | | 1459 | ( | 0.2% | ) | | 1131 | ( | 0.2% | ) | | 1117 | ( | 0.2% | ) | | 634 | ( | 0.1% | ) | | 615 | ( | 0.1% | ) | | 525 | ( | 0.1% | ) | | 412 | ( | 0.1% | ) | | 402 | ( | 0.1% | ) | | 11671 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
| insecticide_times
[integer] |
| Mean (sd) : 1.3 (1) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 12 | | IQR (CV) : 1 (0.8) |
|
| 0 | : | 1167 | ( | 15.0% | ) | | 1 | : | 3999 | ( | 51.5% | ) | | 2 | : | 1834 | ( | 23.6% | ) | | 3 | : | 549 | ( | 7.1% | ) | | 4 | : | 100 | ( | 1.3% | ) | | 5 | : | 39 | ( | 0.5% | ) | | 6 | : | 37 | ( | 0.5% | ) | | 7 | : | 24 | ( | 0.3% | ) | | 8 | : | 4 | ( | 0.1% | ) | | 12 | : | 5 | ( | 0.1% | ) |
|
 |
594614
(98.7%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 849.2 (1848.5) | | min ≤ med ≤ max: | | 0 ≤ 24.7 ≤ 30000 | | IQR (CV) : 398.4 (2.2) |
|
363 distinct values |
 |
589780
(97.9%) |
| fungicide_used
[logical] |
|
|
 |
570802
(94.8%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. azoxystrobin | | 3. propiconazole | | 4. tebuconazole | | 5. Thifluzamide | | 6. validamycin | | 7. hexaconazole | | 8. mancozeb | | 9. thiophanate-methyl | | 10. carbendazim | | [ 9 others ] |
|
| 597837 | ( | 99.2% | ) | | 1317 | ( | 0.2% | ) | | 785 | ( | 0.1% | ) | | 613 | ( | 0.1% | ) | | 565 | ( | 0.1% | ) | | 285 | ( | 0.0% | ) | | 258 | ( | 0.0% | ) | | 210 | ( | 0.0% | ) | | 183 | ( | 0.0% | ) | | 93 | ( | 0.0% | ) | | 226 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fungicide_times
[integer] |
| Mean (sd) : 0.9 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 3 | | IQR (CV) : 1 (0.7) |
|
| 0 | : | 1621 | ( | 26.0% | ) | | 1 | : | 3462 | ( | 55.5% | ) | | 2 | : | 1112 | ( | 17.8% | ) | | 3 | : | 38 | ( | 0.6% | ) |
|
 |
596139
(99.0%) |
| fungicide_amount
[numeric] |
| Mean (sd) : 989 (1136.6) | | min ≤ med ≤ max: | | 0 ≤ 750 ≤ 6400 | | IQR (CV) : 1700 (1.1) |
|
414 distinct values |
 |
594841
(98.7%) |
| mulch
[numeric] |
| Mean (sd) : 0 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1 | | IQR (CV) : 0 (3.6) |
|
3 distinct values |
 |
599164
(99.5%) |
| depth_top
[integer] |
| Min : 0 | | Mean : 3.3 | | Max : 10 |
|
| 0 | : | 740 | ( | 67.3% | ) | | 10 | : | 360 | ( | 32.7% | ) |
|
 |
601272
(99.8%) |
| depth_bottom
[integer] |
| Min : 10 | | Mean : 16.7 | | Max : 20 |
|
| 10 | : | 358 | ( | 32.5% | ) | | 20 | : | 742 | ( | 67.5% | ) |
|
 |
601272
(99.8%) |
| soil_depth
[integer] |
| Mean (sd) : 23.7 (9.8) | | min ≤ med ≤ max: | | 20 ≤ 20 ≤ 60 | | IQR (CV) : 0 (0.4) |
|
| 20 | : | 82 | ( | 83.7% | ) | | 30 | : | 6 | ( | 6.1% | ) | | 40 | : | 5 | ( | 5.1% | ) | | 60 | : | 5 | ( | 5.1% | ) |
|
 |
602274
(100.0%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. sandy | | 3. Medium | | 4. lowland | | 5. hydromorphic | | 6. hillside | | 7. Clay_loam | | 8. Heavy | | 9. Light | | 10. Sandy Loam | | [ 2 others ] |
|
| 585784 | ( | 97.2% | ) | | 6818 | ( | 1.1% | ) | | 4633 | ( | 0.8% | ) | | 2946 | ( | 0.5% | ) | | 1057 | ( | 0.2% | ) | | 857 | ( | 0.1% | ) | | 122 | ( | 0.0% | ) | | 87 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.5 (1) | | min ≤ med ≤ max: | | 4.5 ≤ 6.7 ≤ 8.8 | | IQR (CV) : 1.5 (0.1) |
|
2202 distinct values |
 |
581895
(96.6%) |
| soil_sand
[numeric] |
| Mean (sd) : 47.7 (18.4) | | min ≤ med ≤ max: | | 0.6 ≤ 50.8 ≤ 96.9 | | IQR (CV) : 28.2 (0.4) |
|
661 distinct values |
 |
599398
(99.5%) |
| soil_clay
[numeric] |
| Mean (sd) : 33.1 (15.3) | | min ≤ med ≤ max: | | 2.4 ≤ 29.8 ≤ 86 | | IQR (CV) : 25.8 (0.5) |
|
607 distinct values |
 |
599466
(99.5%) |
| soil_silt
[numeric] |
| Mean (sd) : 20.7 (5.8) | | min ≤ med ≤ max: | | 1 ≤ 20.6 ≤ 75.4 | | IQR (CV) : 0.8 (0.3) |
|
249 distinct values |
 |
600373
(99.7%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. loam | | 3. sandy loam | | 4. clay | | 5. Medium | | 6. medium | | 7. sand | | 8. fine | | 9. silt | | 10. Heavy | | [ 23 others ] |
|
| 464870 | ( | 77.2% | ) | | 35011 | ( | 5.8% | ) | | 20517 | ( | 3.4% | ) | | 19512 | ( | 3.2% | ) | | 17912 | ( | 3.0% | ) | | 17016 | ( | 2.8% | ) | | 12263 | ( | 2.0% | ) | | 3147 | ( | 0.5% | ) | | 2957 | ( | 0.5% | ) | | 2824 | ( | 0.5% | ) | | 6343 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| soil_SOM
[numeric] |
| Mean (sd) : 3.2 (1.3) | | min ≤ med ≤ max: | | 1.4 ≤ 2.8 ≤ 6.5 | | IQR (CV) : 1.6 (0.4) |
|
76 distinct values |
 |
602286
(100.0%) |
| soil_C_total
[numeric] |
| Mean (sd) : 0.9 (0.4) | | min ≤ med ≤ max: | | 0.2 ≤ 0.9 ≤ 2.8 | | IQR (CV) : 0.4 (0.5) |
|
145 distinct values |
 |
600527
(99.7%) |
| soil_SOC
[numeric] |
| Mean (sd) : 1.5 (8.1) | | min ≤ med ≤ max: | | 0.1 ≤ 0.9 ≤ 240 | | IQR (CV) : 0.6 (5.4) |
|
900 distinct values |
 |
584900
(97.1%) |
| soil_C_stock
[integer] |
| Mean (sd) : 1862.5 (681.4) | | min ≤ med ≤ max: | | 181 ≤ 1814 ≤ 3758 | | IQR (CV) : 959.8 (0.4) |
|
336 distinct values |
 |
601654
(99.9%) |
| soil_N
[numeric] |
| Mean (sd) : 152.4 (295.1) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 1930.3 | | IQR (CV) : 0.2 (1.9) |
|
1845 distinct values |
 |
590951
(98.1%) |
| soil_K
[numeric] |
| Mean (sd) : 127.3 (102.4) | | min ≤ med ≤ max: | | 9.4 ≤ 97.6 ≤ 875.8 | | IQR (CV) : 88.2 (0.8) |
|
1877 distinct values |
 |
599715
(99.6%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 0.6 (0.4) | | min ≤ med ≤ max: | | 0.2 ≤ 0.5 ≤ 1.7 | | IQR (CV) : 0.5 (0.6) |
|
140 distinct values |
 |
602220
(100.0%) |
| soil_P
[numeric] |
| Mean (sd) : 17.7 (13.1) | | min ≤ med ≤ max: | | 0.1 ≤ 22.1 ≤ 167.7 | | IQR (CV) : 22.1 (0.7) |
|
587 distinct values |
 |
599466
(99.5%) |
| soil_P_method
[character] |
|
|
 |
0
(0.0%) |
| soil_P_total
[numeric] |
| Mean (sd) : 133.9 (265) | | min ≤ med ≤ max: | | 0.4 ≤ 5.1 ≤ 1541 | | IQR (CV) : 13 (2) |
|
527 distinct values |
 |
601610
(99.9%) |
| soil_Ca
[numeric] |
| Mean (sd) : 769.7 (924.8) | | min ≤ med ≤ max: | | 14.3 ≤ 566.7 ≤ 29959.1 | | IQR (CV) : 624.8 (1.2) |
|
1833 distinct values |
 |
599824
(99.6%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 9.3 (10.9) | | min ≤ med ≤ max: | | 1.4 ≤ 5.4 ≤ 62.9 | | IQR (CV) : 3.6 (1.2) |
|
151 distinct values |
 |
602220
(100.0%) |
| soil_Mg
[numeric] |
| Mean (sd) : 147.3 (135.1) | | min ≤ med ≤ max: | | 2.7 ≤ 107.7 ≤ 1407.5 | | IQR (CV) : 123.4 (0.9) |
|
1907 distinct values |
 |
599969
(99.6%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 4.2 (5.4) | | min ≤ med ≤ max: | | 0.6 ≤ 2.4 ≤ 24.8 | | IQR (CV) : 1.5 (1.3) |
|
148 distinct values |
 |
602220
(100.0%) |
| soil_B
[numeric] |
| Mean (sd) : 0.1 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 8.8 | | IQR (CV) : 0.1 (3.3) |
|
1997 distinct values |
 |
599586
(99.5%) |
| soil_Cu
[numeric] |
| Mean (sd) : 3.5 (4.1) | | min ≤ med ≤ max: | | 0.5 ≤ 2.5 ≤ 47.8 | | IQR (CV) : 2.3 (1.2) |
|
225 distinct values |
 |
602134
(100.0%) |
| soil_Mn
[numeric] |
| Mean (sd) : 52.5 (34) | | min ≤ med ≤ max: | | 3.9 ≤ 44.1 ≤ 259 | | IQR (CV) : 33.9 (0.6) |
|
2068 distinct values |
 |
599586
(99.5%) |
| soil_Mo
[numeric] |
| Mean (sd) : 0.1 (0) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 0.2 | | IQR (CV) : 0 (0.3) |
|
9 distinct values |
 |
602286
(100.0%) |
| soil_Fe
[numeric] |
| Mean (sd) : 95.7 (35.1) | | min ≤ med ≤ max: | | 10 ≤ 90.6 ≤ 280.3 | | IQR (CV) : 45.3 (0.4) |
|
2050 distinct values |
 |
599586
(99.5%) |
| soil_S
[numeric] |
| Mean (sd) : 11.2 (13.7) | | min ≤ med ≤ max: | | 1.8 ≤ 7.6 ≤ 287.4 | | IQR (CV) : 4.7 (1.2) |
|
1919 distinct values |
 |
599868
(99.6%) |
| soil_Zn
[numeric] |
| Mean (sd) : 1.1 (0.7) | | min ≤ med ≤ max: | | 0.2 ≤ 1 ≤ 20 | | IQR (CV) : 0.5 (0.7) |
|
2045 distinct values |
 |
599586
(99.5%) |
| soil_Na
[numeric] |
| Mean (sd) : 35 (35.1) | | min ≤ med ≤ max: | | 4.9 ≤ 27.6 ≤ 608.4 | | IQR (CV) : 13.4 (1) |
|
1833 distinct values |
 |
599824
(99.6%) |
| soil_Na_exch
[numeric] |
| Mean (sd) : 0.5 (0.8) | | min ≤ med ≤ max: | | 0.1 ≤ 0.2 ≤ 5.2 | | IQR (CV) : 0.2 (1.7) |
|
119 distinct values |
 |
602220
(100.0%) |
| soil_Al
[numeric] |
| Mean (sd) : 855 (356.3) | | min ≤ med ≤ max: | | 97 ≤ 819.8 ≤ 3320.6 | | IQR (CV) : 442.5 (0.4) |
|
1984 distinct values |
 |
599672
(99.6%) |
| soil_EC
[numeric] |
| Mean (sd) : 21.5 (32.9) | | min ≤ med ≤ max: | | 0 ≤ 0.6 ≤ 207 | | IQR (CV) : 42.5 (1.5) |
|
776 distinct values |
 |
601525
(99.9%) |
| soil_bd
[numeric] |
| Mean (sd) : 1.4 (0.1) | | min ≤ med ≤ max: | | 1.1 ≤ 1.4 ≤ 1.8 | | IQR (CV) : 0.2 (0.1) |
|
69 distinct values |
 |
585634
(97.2%) |
| soil_CEC
[numeric] |
| Mean (sd) : 20.3 (4.2) | | min ≤ med ≤ max: | | 3.8 ≤ 20.1 ≤ 118.8 | | IQR (CV) : 1.4 (0.2) |
|
218 distinct values |
 |
597570
(99.2%) |
| soil_color
[character] |
| 1. (Empty string) | | 2. Black | | 3. Red | | 4. Red/Brown | | 5. Brown | | 6. Grey/Brown | | 7. Grey | | 8. Black/Grey | | 9. Grey/Brow | | 10. Red Soil | | [ 2 others ] |
|
| 513079 | ( | 85.2% | ) | | 23103 | ( | 3.8% | ) | | 21993 | ( | 3.7% | ) | | 18816 | ( | 3.1% | ) | | 11243 | ( | 1.9% | ) | | 7716 | ( | 1.3% | ) | | 3182 | ( | 0.5% | ) | | 2343 | ( | 0.4% | ) | | 755 | ( | 0.1% | ) | | 122 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_quality
[character] |
| 1. (Empty string) | | 2. fertile | | 3. High | | 4. Low | | 5. Medium | | 6. moderate | | 7. notfertile(zeroharve | | 8. veryfertile(canharve |
|
| 577052 | ( | 95.8% | ) | | 620 | ( | 0.1% | ) | | 2434 | ( | 0.4% | ) | | 920 | ( | 0.2% | ) | | 19506 | ( | 3.2% | ) | | 1672 | ( | 0.3% | ) | | 155 | ( | 0.0% | ) | | 13 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. MediumLand | | 3. plateau | | 4. LowLand | | 5. lowland | | 6. Upland | | 7. hillside | | 8. lower slope | | 9. upper slope | | 10. VeryLowLand | | [ 2 others ] |
|
| 567713 | ( | 94.2% | ) | | 16610 | ( | 2.8% | ) | | 5323 | ( | 0.9% | ) | | 3572 | ( | 0.6% | ) | | 2946 | ( | 0.5% | ) | | 2397 | ( | 0.4% | ) | | 2129 | ( | 0.4% | ) | | 691 | ( | 0.1% | ) | | 593 | ( | 0.1% | ) | | 291 | ( | 0.0% | ) | | 107 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| land_form
[character] |
| 1. (Empty string) | | 2. depression | | 3. flat | | 4. gentile slope | | 5. moderate slope | | 6. moderateslope | | 7. moderateterraced | | 8. steep slope | | 9. steepslope | | 10. steepterraced | | 11. terraced |
|
| 588934 | ( | 97.8% | ) | | 451 | ( | 0.1% | ) | | 4991 | ( | 0.8% | ) | | 4504 | ( | 0.7% | ) | | 524 | ( | 0.1% | ) | | 1340 | ( | 0.2% | ) | | 54 | ( | 0.0% | ) | | 455 | ( | 0.1% | ) | | 173 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 935 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| soil_ex_acidity
[numeric] |
| Mean (sd) : 0.7 (0.3) | | min ≤ med ≤ max: | | 0.2 ≤ 0.7 ≤ 1.3 | | IQR (CV) : 0.5 (0.4) |
|
138 distinct values |
 |
602220
(100.0%) |
| soil_B_total
[numeric] |
| Mean (sd) : 21.8 (23.4) | | min ≤ med ≤ max: | | 2.5 ≤ 9.9 ≤ 101.2 | | IQR (CV) : 25.1 (1.1) |
|
81 distinct values |
 |
602286
(100.0%) |
| soil_Mn_total
[numeric] |
| Mean (sd) : 804.2 (804.8) | | min ≤ med ≤ max: | | 116.1 ≤ 545.7 ≤ 4833 | | IQR (CV) : 296 (1) |
|
236 distinct values |
 |
602134
(100.0%) |
| soil_Mg_total
[integer] |
| Mean (sd) : 6198.8 (4129.3) | | min ≤ med ≤ max: | | 1100 ≤ 5250 ≤ 25900 | | IQR (CV) : 5775 (0.7) |
|
64 distinct values |
 |
602286
(100.0%) |
| soil_Mo_total
[numeric] |
| Mean (sd) : 0.9 (0.7) | | min ≤ med ≤ max: | | 0.5 ≤ 0.7 ≤ 5.3 | | IQR (CV) : 0.5 (0.8) |
|
46 distinct values |
 |
602286
(100.0%) |
| soil_N_total
[numeric] |
| Mean (sd) : 0.1 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 0.6 | | IQR (CV) : 0 (0.5) |
|
145 distinct values |
 |
601877
(99.9%) |
| soil_Fe_total
[numeric] |
| Mean (sd) : 32233.3 (16769.6) | | min ≤ med ≤ max: | | 9800 ≤ 29407 ≤ 155500 | | IQR (CV) : 20656.8 (0.5) |
|
228 distinct values |
 |
602134
(100.0%) |
| soil_Cr_total
[numeric] |
| Mean (sd) : 44.3 (20.6) | | min ≤ med ≤ max: | | 17.6 ≤ 37.9 ≤ 139.2 | | IQR (CV) : 23.8 (0.5) |
|
134 distinct values |
 |
602220
(100.0%) |
| soil_K_total
[numeric] |
| Mean (sd) : 5253.5 (3076.3) | | min ≤ med ≤ max: | | 1742.6 ≤ 3858.6 ≤ 13359.9 | | IQR (CV) : 4169.8 (0.6) |
|
31 distinct values |
 |
602330
(100.0%) |
| soil_Ni_total
[numeric] |
| Mean (sd) : 26.5 (15) | | min ≤ med ≤ max: | | 5.5 ≤ 23.9 ≤ 91.4 | | IQR (CV) : 21.1 (0.6) |
|
130 distinct values |
 |
602220
(100.0%) |
| soil_Cu_total
[numeric] |
| Mean (sd) : 19.6 (22.6) | | min ≤ med ≤ max: | | 3.2 ≤ 15 ≤ 193.8 | | IQR (CV) : 14.6 (1.2) |
|
82 distinct values |
 |
602286
(100.0%) |
| soil_Zn_total
[numeric] |
| Mean (sd) : 109 (44.2) | | min ≤ med ≤ max: | | 20.1 ≤ 109.7 ≤ 326.9 | | IQR (CV) : 40.9 (0.4) |
|
223 distinct values |
 |
602134
(100.0%) |
| soil_S_total
[integer] |
| Mean (sd) : 378.3 (227.8) | | min ≤ med ≤ max: | | 110 ≤ 280 ≤ 940 | | IQR (CV) : 300 (0.6) |
|
44 distinct values |
 |
602286
(100.0%) |
| soil_CO2
[numeric] |
| Mean (sd) : 70.1 (117.5) | | min ≤ med ≤ max: | | 0 ≤ 28.3 ≤ 6406.8 | | IQR (CV) : 111.3 (1.7) |
|
98 distinct values |
 |
595779
(98.9%) |
| soil_N2O
[logical] |
|
|
|
602372
(100.0%) |
| land_slope
[character] |
| 1. (Empty string) | | 2. Flat | | 3. Gentile slope | | 4. Moderate slope | | 5. Slight | | 6. Gentle slope | | 7. Moderate | | 8. Medium | | 9. Slight Moderate | | 10. Terraced | | [ 4 others ] |
|
| 519365 | ( | 86.2% | ) | | 51692 | ( | 8.6% | ) | | 8447 | ( | 1.4% | ) | | 5611 | ( | 0.9% | ) | | 5092 | ( | 0.8% | ) | | 4705 | ( | 0.8% | ) | | 1617 | ( | 0.3% | ) | | 1581 | ( | 0.3% | ) | | 1490 | ( | 0.2% | ) | | 946 | ( | 0.2% | ) | | 1826 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| soil_MBC
[numeric] |
| Mean (sd) : 511.7 (220.2) | | min ≤ med ≤ max: | | 177 ≤ 449.7 ≤ 1500 | | IQR (CV) : 356.8 (0.4) |
|
406 distinct values |
 |
601569
(99.9%) |
| hhid
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 40 | | 4. 58 | | 5. 24 | | 6. 41 | | 7. 84 | | 8. no | | 9. yes | | 10. 802220509 | | [ 55888 others ] |
|
| 297426 | ( | 49.4% | ) | | 2181 | ( | 0.4% | ) | | 400 | ( | 0.1% | ) | | 392 | ( | 0.1% | ) | | 362 | ( | 0.1% | ) | | 322 | ( | 0.1% | ) | | 320 | ( | 0.1% | ) | | 314 | ( | 0.1% | ) | | 314 | ( | 0.1% | ) | | 311 | ( | 0.1% | ) | | 300030 | ( | 49.8% | ) |
|
 |
0
(0.0%) |
| hh_size
[integer] |
| Mean (sd) : 6.7 (4.1) | | min ≤ med ≤ max: | | 0 ≤ 6 ≤ 150 | | IQR (CV) : 4 (0.6) |
|
54 distinct values |
 |
576247
(95.7%) |
| hh_adult_women
[numeric] |
| Mean (sd) : 1.3 (1.4) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 21 | | IQR (CV) : 1 (1) |
|
17 distinct values |
 |
583678
(96.9%) |
| hh_adult_men
[integer] |
| Mean (sd) : 1.3 (1.3) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 24 | | IQR (CV) : 2 (1) |
|
17 distinct values |
 |
583955
(96.9%) |
| hh_child_5
[integer] |
|
|
 |
595858
(98.9%) |
| hh_child_18
[integer] |
| Mean (sd) : 3.3 (2.2) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 27 | | IQR (CV) : 2 (0.7) |
|
18 distinct values |
 |
586458
(97.4%) |
| hh_elders
[integer] |
| Mean (sd) : 0.3 (0.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 3 | | IQR (CV) : 0 (1.9) |
|
| 0 | : | 5764 | ( | 75.7% | ) | | 1 | : | 1267 | ( | 16.6% | ) | | 2 | : | 532 | ( | 7.0% | ) | | 3 | : | 48 | ( | 0.6% | ) |
|
 |
594761
(98.7%) |
| hh_elder_women
[integer] |
| Mean (sd) : 0.1 (0.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2 | | IQR (CV) : 0 (4.4) |
|
| 0 | : | 2771 | ( | 94.5% | ) | | 1 | : | 125 | ( | 4.3% | ) | | 2 | : | 36 | ( | 1.2% | ) |
|
 |
599440
(99.5%) |
| hh_elder_men
[integer] |
| Mean (sd) : 0.1 (0.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2 | | IQR (CV) : 0 (4) |
|
| 0 | : | 2739 | ( | 93.4% | ) | | 1 | : | 157 | ( | 5.4% | ) | | 2 | : | 36 | ( | 1.2% | ) |
|
 |
599440
(99.5%) |
| is_head
[logical] |
|
|
 |
589244
(97.8%) |
| age
[character] |
| 1. (Empty string) | | 2. 40 | | 3. 50 | | 4. 45 | | 5. 35 | | 6. 30 | | 7. 10 | | 8. 7 | | 9. 15 | | 10. 20 | | [ 105 others ] |
|
| 436535 | ( | 72.5% | ) | | 4669 | ( | 0.8% | ) | | 4234 | ( | 0.7% | ) | | 4181 | ( | 0.7% | ) | | 4144 | ( | 0.7% | ) | | 4011 | ( | 0.7% | ) | | 3751 | ( | 0.6% | ) | | 3701 | ( | 0.6% | ) | | 3516 | ( | 0.6% | ) | | 3453 | ( | 0.6% | ) | | 130177 | ( | 21.6% | ) |
|
 |
0
(0.0%) |
| sex
[character] |
| 1. (Empty string) | | 2. f | | 3. female | | 4. Female | | 5. m | | 6. male | | 7. Male |
|
| 539850 | ( | 89.6% | ) | | 965 | ( | 0.2% | ) | | 6320 | ( | 1.0% | ) | | 18681 | ( | 3.1% | ) | | 1967 | ( | 0.3% | ) | | 13387 | ( | 2.2% | ) | | 21202 | ( | 3.5% | ) |
|
 |
0
(0.0%) |
| education
[character] |
| 1. (Empty string) | | 2. primary | | 3. No school/none | | 4. secondary | | 5. Standard VII | | 6. none | | 7. Primary | | 8. None | | 9. NEVER ATTENDED | | 10. No formal education | | [ 212 others ] |
|
| 461461 | ( | 76.6% | ) | | 16979 | ( | 2.8% | ) | | 10518 | ( | 1.7% | ) | | 10227 | ( | 1.7% | ) | | 9331 | ( | 1.5% | ) | | 7507 | ( | 1.2% | ) | | 4750 | ( | 0.8% | ) | | 4033 | ( | 0.7% | ) | | 3914 | ( | 0.6% | ) | | 3372 | ( | 0.6% | ) | | 70280 | ( | 11.7% | ) |
|
 |
0
(0.0%) |
| civil_status
[character] |
| 1. (Empty string) | | 2. Monogamous married | | 3. Never married | | 4. Polygamous married | | 5. Married, Single Spou | | 6. Widow(er) | | 7. monogamously_married | | 8. Single, never marrie | | 9. Married | | 10. Never married/single | | [ 23 others ] |
|
| 543034 | ( | 90.1% | ) | | 20507 | ( | 3.4% | ) | | 16473 | ( | 2.7% | ) | | 6526 | ( | 1.1% | ) | | 2793 | ( | 0.5% | ) | | 2554 | ( | 0.4% | ) | | 1858 | ( | 0.3% | ) | | 1690 | ( | 0.3% | ) | | 1609 | ( | 0.3% | ) | | 1098 | ( | 0.2% | ) | | 4230 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| religion
[character] |
| 1. (Empty string) | | 2. Animism | | 3. Catholic | | 4. Christian | | 5. Muslim | | 6. No religion | | 7. Orthodox | | 8. Other | | 9. Protestant | | 10. Traditional |
|
| 598563 | ( | 99.4% | ) | | 21 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 1801 | ( | 0.3% | ) | | 1 | ( | 0.0% | ) | | 902 | ( | 0.1% | ) | | 4 | ( | 0.0% | ) | | 956 | ( | 0.2% | ) | | 59 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| occupation
[character] |
| 1. (Empty string) | | 2. Any agricultural (fa | | 3. cropping | | 4. Student | | 5. livestock | | 6. casual labour | | 7. salaried job | | 8. Agriculteur | | 9. other business | | 10. remitttances | | [ 59 others ] |
|
| 593608 | ( | 98.5% | ) | | 3066 | ( | 0.5% | ) | | 990 | ( | 0.2% | ) | | 975 | ( | 0.2% | ) | | 902 | ( | 0.1% | ) | | 330 | ( | 0.1% | ) | | 294 | ( | 0.0% | ) | | 292 | ( | 0.0% | ) | | 231 | ( | 0.0% | ) | | 222 | ( | 0.0% | ) | | 1462 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| hh_income
[numeric] |
| Mean (sd) : 249198.3 (1400424) | | min ≤ med ≤ max: | | 0 ≤ 76733.5 ≤ 48402960 | | IQR (CV) : 207093.8 (5.6) |
|
1164 distinct values |
 |
598424
(99.3%) |
| hh_income_source
[character] |
| 1. (Empty string) | | 2. none | | 3. any other wage incom | | 4. government wage and | | 5. private sector wage | | 6. agriculture crop or | | 7. a family business (o | | 8. livestock husbandry | | 9. betelnut production | | 10. informal | | [ 8 others ] |
|
| 592739 | ( | 98.4% | ) | | 1378 | ( | 0.2% | ) | | 883 | ( | 0.1% | ) | | 858 | ( | 0.1% | ) | | 854 | ( | 0.1% | ) | | 819 | ( | 0.1% | ) | | 802 | ( | 0.1% | ) | | 783 | ( | 0.1% | ) | | 779 | ( | 0.1% | ) | | 777 | ( | 0.1% | ) | | 1700 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| farmland
[numeric] |
| Mean (sd) : 4.4 (17.1) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 2000 | | IQR (CV) : 2.6 (3.9) |
|
905 distinct values |
 |
545242
(90.5%) |
| farmland_owned
[numeric] |
| Mean (sd) : 9.3 (1217.8) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 4e+05 | | IQR (CV) : 2 (131) |
|
1344 distinct values |
|
492244
(81.7%) |
| farmland_rentedin
[numeric] |
| Mean (sd) : 2 (2) | | min ≤ med ≤ max: | | 0.2 ≤ 1.1 ≤ 11 | | IQR (CV) : 1.9 (1) |
|
51 distinct values |
 |
602234
(100.0%) |
| farmland_rentedout
[numeric] |
| Mean (sd) : 2.4 (3.7) | | min ≤ med ≤ max: | | 0.4 ≤ 0.5 ≤ 9 | | IQR (CV) : 0.9 (1.6) |
|
4 distinct values |
 |
602367
(100.0%) |
| cropland
[numeric] |
| Mean (sd) : 11.1 (43) | | min ≤ med ≤ max: | | 0 ≤ 1.2 ≤ 404.7 | | IQR (CV) : 1.6 (3.9) |
|
54 distinct values |
 |
601093
(99.8%) |
| cropland_used
[numeric] |
| Mean (sd) : 2.6 (23.9) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 1625 | | IQR (CV) : 1.1 (9.1) |
|
892 distinct values |
 |
580863
(96.4%) |
| cropland_owned
[numeric] |
| Mean (sd) : 1.1 (2.7) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 41 | | IQR (CV) : 0.5 (2.4) |
|
153 distinct values |
 |
599709
(99.6%) |
| cropland_rentedin
[numeric] |
| Mean (sd) : 0.8 (7.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 280 | | IQR (CV) : 0 (9.4) |
|
38 distinct values |
 |
599922
(99.6%) |
| cropland_rentedout
[numeric] |
| Mean (sd) : 0 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1.5 | | IQR (CV) : 0 (13.6) |
|
6 distinct values |
 |
600014
(99.6%) |
| communal_land
[numeric] |
| Mean (sd) : 2.5 (3.6) | | min ≤ med ≤ max: | | 0 ≤ 1.5 ≤ 30 | | IQR (CV) : 2.2 (1.4) |
|
48 distinct values |
 |
601375
(99.8%) |
| land_irrigated
[numeric] |
| Mean (sd) : 7.9 (20.6) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 220 | | IQR (CV) : 6.5 (2.6) |
|
81 distinct values |
 |
601959
(99.9%) |
| land_ownedby
[character] |
| 1. (Empty string) | | 2. owned_informal | | 3. own_land | | 4. Families | | 5. owned_formal | | 6. rented_cash | | 7. borrowed | | 8. Leasehold tenant | | 9. Amortizing owner | | 10. certificate | | [ 11 others ] |
|
| 598176 | ( | 99.3% | ) | | 2058 | ( | 0.3% | ) | | 1319 | ( | 0.2% | ) | | 244 | ( | 0.0% | ) | | 209 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 47 | ( | 0.0% | ) | | 44 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 120 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| land_tenure
[character] |
| 1. (Empty string) | | 2. Own field | | 3. inheritance | | 4. Owned | | 5. Owned with title | | 6. Owned without title | | 7. Rented Field | | 8. outrightpurchase | | 9. Rented in | | 10. allottedbycommunityo | | [ 19 others ] |
|
| 586754 | ( | 97.4% | ) | | 7929 | ( | 1.3% | ) | | 1557 | ( | 0.3% | ) | | 1374 | ( | 0.2% | ) | | 1056 | ( | 0.2% | ) | | 946 | ( | 0.2% | ) | | 568 | ( | 0.1% | ) | | 402 | ( | 0.1% | ) | | 265 | ( | 0.0% | ) | | 194 | ( | 0.0% | ) | | 1327 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| plot_labour
[integer] |
| Mean (sd) : 9.2 (41.6) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 730 | | IQR (CV) : 5 (4.5) |
|
55 distinct values |
 |
596851
(99.1%) |
| farm_labour
[numeric] |
| Mean (sd) : 58.1 (56.8) | | min ≤ med ≤ max: | | 0 ≤ 42 ≤ 536 | | IQR (CV) : 28 (1) |
|
638 distinct values |
 |
600719
(99.7%) |
| farm_labour_hh
[numeric] |
| Mean (sd) : 356.8 (10487.9) | | min ≤ med ≤ max: | | 0 ≤ 30 ≤ 360108 | | IQR (CV) : 48 (29.4) |
|
163 distinct values |
 |
598838
(99.4%) |
| farm_labour_hired
[integer] |
| Mean (sd) : 6.7 (27.5) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 700 | | IQR (CV) : 1 (4.1) |
|
108 distinct values |
 |
592039
(98.3%) |
| cooperative_member
[logical] |
|
|
 |
601792
(99.9%) |
| electricity
[logical] |
|
|
 |
598945
(99.4%) |
| water_source
[character] |
| 1. (Empty string) | | 2. Community borehole | | 3. Private well | | 4. Community well | | 5. Surface water (river | | 6. Tap (piped water) | | 7. Private borehole | | 8. Channel | | 9. Dam | | 10. neighbour's well | | [ 19 others ] |
|
| 598225 | ( | 99.3% | ) | | 1285 | ( | 0.2% | ) | | 739 | ( | 0.1% | ) | | 711 | ( | 0.1% | ) | | 644 | ( | 0.1% | ) | | 564 | ( | 0.1% | ) | | 163 | ( | 0.0% | ) | | 14 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| field_id
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 4 | | 6. 5 | | 7. 6 | | 8. 7 | | 9. 8 | | 10. 9 | | [ 5520 others ] |
|
| 357970 | ( | 59.4% | ) | | 52202 | ( | 8.7% | ) | | 34369 | ( | 5.7% | ) | | 15384 | ( | 2.6% | ) | | 6153 | ( | 1.0% | ) | | 2739 | ( | 0.5% | ) | | 1512 | ( | 0.3% | ) | | 568 | ( | 0.1% | ) | | 281 | ( | 0.0% | ) | | 159 | ( | 0.0% | ) | | 131035 | ( | 21.8% | ) |
|
 |
0
(0.0%) |
| field_size
[numeric] |
| Mean (sd) : 34 (4705.7) | | min ≤ med ≤ max: | | -9999 ≤ 0.8 ≤ 1e+06 | | IQR (CV) : 1.6 (138.4) |
|
3500 distinct values |
 |
490766
(81.5%) |
| field_distance
[numeric] |
| Mean (sd) : 13.4 (26.9) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 360 | | IQR (CV) : 14.5 (2) |
|
73 distinct values |
 |
596364
(99.0%) |
| expected_yield
[numeric] |
| Mean (sd) : 6979.8 (879.4) | | min ≤ med ≤ max: | | 3153.2 ≤ 7106 ≤ 9148.1 | | IQR (CV) : 845.4 (0.1) |
|
1172 distinct values |
 |
597598
(99.2%) |
| credit_access
[logical] |
|
|
 |
601792
(99.9%) |
| temp
[numeric] |
| Mean (sd) : 26 (3.6) | | min ≤ med ≤ max: | | 13 ≤ 26.4 ≤ 37.5 | | IQR (CV) : 5.3 (0.1) |
|
5740 distinct values |
 |
463970
(77.0%) |
| tmin
[numeric] |
| Mean (sd) : 18.1 (2.2) | | min ≤ med ≤ max: | | 8.1 ≤ 18.3 ≤ 23.8 | | IQR (CV) : 2.6 (0.1) |
|
1630 distinct values |
 |
596366
(99.0%) |
| tmax
[numeric] |
| Mean (sd) : 39.3 (6.6) | | min ≤ med ≤ max: | | 17.4 ≤ 42.1 ≤ 44.3 | | IQR (CV) : 2.9 (0.2) |
|
1352 distinct values |
 |
596366
(99.0%) |
| dewp
[numeric] |
| Mean (sd) : 17.1 (2.1) | | min ≤ med ≤ max: | | 8.2 ≤ 17.1 ≤ 23.7 | | IQR (CV) : 3.2 (0.1) |
|
21309 distinct values |
 |
550987
(91.5%) |
| rhum
[numeric] |
| Mean (sd) : 59.6 (12.5) | | min ≤ med ≤ max: | | 11.4 ≤ 58 ≤ 90.9 | | IQR (CV) : 18.4 (0.2) |
|
95994 distinct values |
 |
471998
(78.4%) |
| rhmn
[numeric] |
| Mean (sd) : 36.7 (8.5) | | min ≤ med ≤ max: | | 11.4 ≤ 37 ≤ 61.3 | | IQR (CV) : 12.5 (0.2) |
|
1231 distinct values |
 |
601141
(99.8%) |
| rhmx
[numeric] |
| Mean (sd) : 57.2 (4.9) | | min ≤ med ≤ max: | | 40.4 ≤ 57.3 ≤ 73.7 | | IQR (CV) : 6.6 (0.1) |
|
1231 distinct values |
 |
601141
(99.8%) |
| vapr
[numeric] |
| Mean (sd) : 886.7 (6.5) | | min ≤ med ≤ max: | | 876.2 ≤ 886.5 ≤ 1032.6 | | IQR (CV) : 2.3 (0) |
|
78330 distinct values |
 |
523383
(86.9%) |
| srad
[numeric] |
| Mean (sd) : 607.1 (64.1) | | min ≤ med ≤ max: | | 392.3 ≤ 606.7 ≤ 785.9 | | IQR (CV) : 90.9 (0.1) |
|
3020 distinct values |
 |
597598
(99.2%) |