| plot_id
[character] |
| 1. (Empty string) | | 2. 9 | | 3. 1 | | 4. 8 | | 5. 2 | | 6. 7 | | 7. 6 | | 8. 3 | | 9. 4 | | 10. 10 | | [ 2220 others ] |
|
| 360784 | ( | 87.1% | ) | | 768 | ( | 0.2% | ) | | 762 | ( | 0.2% | ) | | 741 | ( | 0.2% | ) | | 739 | ( | 0.2% | ) | | 739 | ( | 0.2% | ) | | 738 | ( | 0.2% | ) | | 735 | ( | 0.2% | ) | | 731 | ( | 0.2% | ) | | 725 | ( | 0.2% | ) | | 46738 | ( | 11.3% | ) |
|
 |
0
(0.0%) |
| growth_stage
[character] |
| 1. (Empty string) | | 2. maize had six fully | | 3. Post maize harvestin |
|
| 413949 | ( | 99.9% | ) | | 68 | ( | 0.0% | ) | | 183 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| LTE_name
[character] |
| 1. (Empty string) | | 2. LTCCE-HP | | 3. WARDA |
|
| 400347 | ( | 96.7% | ) | | 13481 | ( | 3.3% | ) | | 372 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. dry | | 3. early wet | | 4. late wet | | 5. rabi | | 6. Long rainy season | | 7. second | | 8. first | | 9. kharif | | 10. wet | | [ 35 others ] |
|
| 369268 | ( | 89.2% | ) | | 6352 | ( | 1.5% | ) | | 4542 | ( | 1.1% | ) | | 4328 | ( | 1.0% | ) | | 3393 | ( | 0.8% | ) | | 2995 | ( | 0.7% | ) | | 2880 | ( | 0.7% | ) | | 2784 | ( | 0.7% | ) | | 2713 | ( | 0.7% | ) | | 2570 | ( | 0.6% | ) | | 12375 | ( | 3.0% | ) |
|
 |
0
(0.0%) |
| flooded
[logical] |
|
|
 |
412977
(99.7%) |
| on_farm
[logical] |
|
| 83236 | ( | 24.1% | ) | | 262705 | ( | 75.9% | ) |
|
 |
68259
(16.5%) |
| is_survey
[logical] |
|
|
 |
49960
(12.1%) |
| treatment
[character] |
| 1. (Empty string) | | 2. control | | 3. Check | | 4. CA+Mz/leg | | 5. CA+Mz | | 6. Germplasm | | 7. NPK | | 8. conventional tillage | | 9. reduced irrigation w | | 10. zero tillage | | [ 7810 others ] |
|
| 138357 | ( | 33.4% | ) | | 18427 | ( | 4.4% | ) | | 7994 | ( | 1.9% | ) | | 7949 | ( | 1.9% | ) | | 7913 | ( | 1.9% | ) | | 7753 | ( | 1.9% | ) | | 4523 | ( | 1.1% | ) | | 4500 | ( | 1.1% | ) | | 4500 | ( | 1.1% | ) | | 4500 | ( | 1.1% | ) | | 207784 | ( | 50.2% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 12.1 (62.7) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 757 | | IQR (CV) : 1 (5.2) |
|
758 distinct values |
 |
209713
(50.6%) |
| crop
[character] |
| 1. maize | | 2. cassava | | 3. (Empty string) | | 4. common bean | | 5. wheat | | 6. rice | | 7. soybean | | 8. durum wheat | | 9. groundnut | | 10. sorghum | | [ 93 others ] |
|
| 123129 | ( | 29.7% | ) | | 65065 | ( | 15.7% | ) | | 43029 | ( | 10.4% | ) | | 39994 | ( | 9.7% | ) | | 33401 | ( | 8.1% | ) | | 25576 | ( | 6.2% | ) | | 20740 | ( | 5.0% | ) | | 15056 | ( | 3.6% | ) | | 8078 | ( | 2.0% | ) | | 7858 | ( | 1.9% | ) | | 32274 | ( | 7.8% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. HD2967 | | 3. TMS30572 | | 4. TME419 | | 5. PAN 53 | | 6. ZM 523 | | 7. MH 30 | | 8. DKC 80-53 | | 9. Hybrid | | 10. Sammaz 15 | | [ 5603 others ] |
|
| 214897 | ( | 51.9% | ) | | 5578 | ( | 1.3% | ) | | 5096 | ( | 1.2% | ) | | 5088 | ( | 1.2% | ) | | 4209 | ( | 1.0% | ) | | 4155 | ( | 1.0% | ) | | 3956 | ( | 1.0% | ) | | 3924 | ( | 0.9% | ) | | 3787 | ( | 0.9% | ) | | 3609 | ( | 0.9% | ) | | 159901 | ( | 38.6% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. H311 | | 3. v1 | | 4. v2 | | 5. v3 | | 6. XR45 | | 7. CD22344-A-8M-1Y-1M-1 | | 8. CD91B1938-6M-030Y-03 | | 9. CD91Y636-1Y-040M-030 | | 10. CDSS02B01285T-0TOPB- | | [ 379 others ] |
|
| 394902 | ( | 95.3% | ) | | 336 | ( | 0.1% | ) | | 332 | ( | 0.1% | ) | | 330 | ( | 0.1% | ) | | 214 | ( | 0.1% | ) | | 168 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 17486 | ( | 4.2% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. Regular | | 3. hybrid | | 4. Improved | | 5. improved | | 6. Biofortified | | 7. inbred | | 8. Fe-biofortified | | 9. OPV | | 10. opv | | [ 18 others ] |
|
| 368278 | ( | 88.9% | ) | | 25008 | ( | 6.0% | ) | | 5782 | ( | 1.4% | ) | | 2381 | ( | 0.6% | ) | | 2275 | ( | 0.5% | ) | | 1270 | ( | 0.3% | ) | | 1179 | ( | 0.3% | ) | | 1090 | ( | 0.3% | ) | | 1069 | ( | 0.3% | ) | | 1005 | ( | 0.2% | ) | | 4863 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| variety_traits
[character] |
| 1. (Empty string) | | 2. Red | | 3. White | | 4. Cream | | 5. Red-mottled | | 6. Cranberry | | 7. Carioca | | 8. Yellow | | 9. Navy | | 10. Black | | [ 42 others ] |
|
| 405068 | ( | 97.8% | ) | | 1760 | ( | 0.4% | ) | | 1276 | ( | 0.3% | ) | | 1112 | ( | 0.3% | ) | | 1086 | ( | 0.3% | ) | | 694 | ( | 0.2% | ) | | 536 | ( | 0.1% | ) | | 434 | ( | 0.1% | ) | | 326 | ( | 0.1% | ) | | 290 | ( | 0.1% | ) | | 1618 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. legume | | 5. cassava | | 6. cowpea | | 7. pigeon pea | | 8. pearl millet | | 9. groundnut | | 10. maize;pigeon pea | | [ 29 others ] |
|
| 318367 | ( | 76.9% | ) | | 53985 | ( | 13.0% | ) | | 20633 | ( | 5.0% | ) | | 7468 | ( | 1.8% | ) | | 3398 | ( | 0.8% | ) | | 1733 | ( | 0.4% | ) | | 1066 | ( | 0.3% | ) | | 897 | ( | 0.2% | ) | | 845 | ( | 0.2% | ) | | 738 | ( | 0.2% | ) | | 5070 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| intercrop_type
[character] |
| 1. (Empty string) | | 2. mixed | | 3. monocrop | | 4. none | | 5. strip | | 6. unknown |
|
| 411587 | ( | 99.4% | ) | | 1658 | ( | 0.4% | ) | | 19 | ( | 0.0% | ) | | 160 | ( | 0.0% | ) | | 744 | ( | 0.2% | ) | | 32 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. rice | | 4. cowpea | | 5. soybean | | 6. wheat | | 7. common bean | | 8. groundnut | | 9. faba bean | | 10. faba bean; potato | | [ 85 others ] |
|
| 369431 | ( | 89.2% | ) | | 11100 | ( | 2.7% | ) | | 8227 | ( | 2.0% | ) | | 7345 | ( | 1.8% | ) | | 2593 | ( | 0.6% | ) | | 1961 | ( | 0.5% | ) | | 1722 | ( | 0.4% | ) | | 1590 | ( | 0.4% | ) | | 1152 | ( | 0.3% | ) | | 1152 | ( | 0.3% | ) | | 7927 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. maize;legume | | 5. maize;soybean | | 6. maize;maize | | 7. maize;rice | | 8. groundnut | | 9. rice;maize | | 10. soybean | | [ 110 others ] |
|
| 383045 | ( | 92.5% | ) | | 6534 | ( | 1.6% | ) | | 5618 | ( | 1.4% | ) | | 2528 | ( | 0.6% | ) | | 2393 | ( | 0.6% | ) | | 1861 | ( | 0.4% | ) | | 1476 | ( | 0.4% | ) | | 1084 | ( | 0.3% | ) | | 1078 | ( | 0.3% | ) | | 1005 | ( | 0.2% | ) | | 7578 | ( | 1.8% | ) |
|
 |
0
(0.0%) |
| cover_crop
[character] |
| 1. (Empty string) | | 2. none | | 3. rye | | 4. red clover | | 5. barley | | 6. black oats | | 7. black oats;pea | | 8. hairy vetch | | 9. pea | | 10. rye;crimson clover;t | | [ 3 others ] |
|
| 413421 | ( | 99.8% | ) | | 645 | ( | 0.2% | ) | | 34 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| cover_crop_used
[logical] |
|
|
 |
413421
(99.8%) |
| dmy_roots
[numeric] |
| Mean (sd) : 385.2 (2181.2) | | min ≤ med ≤ max: | | 0 ≤ 9.2 ≤ 35469.4 | | IQR (CV) : 12.9 (5.7) |
|
2334 distinct values |
 |
409259
(98.8%) |
| dmy_stems
[numeric] |
| Mean (sd) : 4558.8 (2561.8) | | min ≤ med ≤ max: | | 0 ≤ 4282.6 ≤ 36140.6 | | IQR (CV) : 2913.9 (0.6) |
|
10488 distinct values |
 |
389589
(94.1%) |
| dmy_leaves
[numeric] |
| Mean (sd) : 1075.6 (955.2) | | min ≤ med ≤ max: | | 4.1 ≤ 988.5 ≤ 19266.8 | | IQR (CV) : 1211.4 (0.9) |
|
1984 distinct values |
 |
411909
(99.4%) |
| dmy_storage
[numeric] |
| Mean (sd) : 5616.6 (4602.7) | | min ≤ med ≤ max: | | 0 ≤ 4552.1 ≤ 45773 | | IQR (CV) : 4048.1 (0.8) |
|
5165 distinct values |
 |
407465
(98.4%) |
| dmy_total
[numeric] |
| Mean (sd) : 6792.1 (7601.5) | | min ≤ med ≤ max: | | 0 ≤ 4721 ≤ 80721 | | IQR (CV) : 9748.3 (1.1) |
|
20909 distinct values |
 |
383804
(92.7%) |
| dmy_residue
[numeric] |
| Mean (sd) : 4915.1 (4228.8) | | min ≤ med ≤ max: | | 0 ≤ 3738 ≤ 33160 | | IQR (CV) : 5761 (0.9) |
|
7971 distinct values |
 |
404298
(97.6%) |
| fwy_roots
[numeric] |
| Mean (sd) : 19882.1 (8424.4) | | min ≤ med ≤ max: | | 220 ≤ 19940 ≤ 67300 | | IQR (CV) : 11520 (0.4) |
|
3683 distinct values |
 |
386969
(93.4%) |
| fwy_stems
[numeric] |
| Mean (sd) : 10953.9 (6410.2) | | min ≤ med ≤ max: | | 130 ≤ 9800 ≤ 43931 | | IQR (CV) : 8553 (0.6) |
|
6964 distinct values |
 |
370093
(89.4%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 4885.9 (5030.2) | | min ≤ med ≤ max: | | 0 ≤ 2806.9 ≤ 27835.1 | | IQR (CV) : 4373.9 (1) |
|
3079 distinct values |
 |
410354
(99.1%) |
| fwy_total
[numeric] |
| Mean (sd) : 11847.1 (66862.3) | | min ≤ med ≤ max: | | 0 ≤ 3609.4 ≤ 1718800 | | IQR (CV) : 8022.5 (5.6) |
|
13653 distinct values |
 |
394874
(95.3%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3716.1 (3841.1) | | min ≤ med ≤ max: | | 0 ≤ 3030 ≤ 111903.6 | | IQR (CV) : 4311.6 (1) |
|
31713 distinct values |
 |
372015
(89.8%) |
| yield_part
[character] |
| 1. grain | | 2. roots | | 3. (Empty string) | | 4. seed | | 5. none | | 6. pod | | 7. tubers | | 8. aboveground biomass | | 9. leaves | | 10. stems | | [ 2 others ] |
|
| 250719 | ( | 60.5% | ) | | 63756 | ( | 15.4% | ) | | 45403 | ( | 11.0% | ) | | 31437 | ( | 7.6% | ) | | 12372 | ( | 3.0% | ) | | 5352 | ( | 1.3% | ) | | 4093 | ( | 1.0% | ) | | 538 | ( | 0.1% | ) | | 357 | ( | 0.1% | ) | | 63 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 7094.4 (11141.4) | | min ≤ med ≤ max: | | 0 ≤ 3789.3 ≤ 813666.7 | | IQR (CV) : 5369 (1.6) |
|
102209 distinct values |
 |
69304
(16.7%) |
| yield_moisture
[numeric] |
| Mean (sd) : 19.9 (22.8) | | min ≤ med ≤ max: | | 0 ≤ 12.5 ≤ 100 | | IQR (CV) : 1.5 (1.1) |
|
1105 distinct values |
 |
366071
(88.4%) |
| yield_isfresh
[logical] |
|
|
 |
375661
(90.7%) |
| yield_marketable
[numeric] |
| Mean (sd) : 14580.6 (8457.6) | | min ≤ med ≤ max: | | 0 ≤ 14210 ≤ 115554.4 | | IQR (CV) : 12480 (0.6) |
|
1200 distinct values |
 |
405997
(98.0%) |
| grain_fill
[numeric] |
| Mean (sd) : 75.4 (9.8) | | min ≤ med ≤ max: | | 44.5 ≤ 75.7 ≤ 96.1 | | IQR (CV) : 11.7 (0.1) |
|
330 distinct values |
 |
413870
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 106.3 (137.2) | | min ≤ med ≤ max: | | 0 ≤ 40.4 ≤ 910 | | IQR (CV) : 100 (1.3) |
|
4808 distinct values |
 |
393045
(94.9%) |
| uncertainty
[numeric] |
| Mean (sd) : 0.5 (1.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 23.2 | | IQR (CV) : 0.3 (3.3) |
|
113 distinct values |
 |
409962
(99.0%) |
| uncertainty_type
[character] |
| 1. (Empty string) | | 2. C.V | | 3. CV | | 4. LSD | | 5. S.E | | 6. SD | | 7. SE | | 8. SED | | 9. std-er | | 10. Std_dev |
|
| 409899 | ( | 99.0% | ) | | 60 | ( | 0.0% | ) | | 1521 | ( | 0.4% | ) | | 2233 | ( | 0.5% | ) | | 282 | ( | 0.1% | ) | | 44 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 66 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| row_spacing
[numeric] |
| Mean (sd) : 62.7 (22.9) | | min ≤ med ≤ max: | | 0.8 ≤ 75 ≤ 300 | | IQR (CV) : 25 (0.4) |
|
66 distinct values |
 |
360673
(87.1%) |
| plot_area
[numeric] |
| Mean (sd) : 59.5 (519) | | min ≤ med ≤ max: | | 0 ≤ 16 ≤ 30000 | | IQR (CV) : 23 (8.7) |
|
349 distinct values |
 |
382708
(92.4%) |
| plot_length
[integer] |
| Mean (sd) : 6.5 (2.3) | | min ≤ med ≤ max: | | 6 ≤ 6 ≤ 25 | | IQR (CV) : 0 (0.4) |
|
| 6 | : | 2146 | ( | 94.9% | ) | | 12 | : | 88 | ( | 3.9% | ) | | 25 | : | 27 | ( | 1.2% | ) |
|
 |
411939
(99.5%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
411939
(99.5%) |
| plant_spacing
[numeric] |
| Mean (sd) : 22.1 (12.8) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
37 distinct values |
 |
375143
(90.6%) |
| plant_density
[numeric] |
| Mean (sd) : 3177759 (124719180) | | min ≤ med ≤ max: | | 0 ≤ 47438.8 ≤ 5080056000 | | IQR (CV) : 100897.6 (39.2) |
|
14234 distinct values |
 |
334614
(80.8%) |
| cob_density
[numeric] |
| Mean (sd) : 42895.1 (12651.8) | | min ≤ med ≤ max: | | 2222 ≤ 42218 ≤ 100080 | | IQR (CV) : 13376 (0.3) |
|
232 distinct values |
 |
413369
(99.8%) |
| spike_density
[numeric] |
| Mean (sd) : 3315831 (858652.6) | | min ≤ med ≤ max: | | 109.9 ≤ 3270000 ≤ 9940000 | | IQR (CV) : 790000 (0.3) |
|
355 distinct values |
 |
412292
(99.5%) |
| rain
[numeric] |
| Mean (sd) : 903.7 (439.7) | | min ≤ med ≤ max: | | 0 ≤ 877 ≤ 3000 | | IQR (CV) : 672 (0.5) |
|
967 distinct values |
 |
365903
(88.3%) |
| emergence_days
[integer] |
| Mean (sd) : 8.7 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
408614
(98.7%) |
| transplanting_days
[integer] |
1 distinct value |
|
 |
400719
(96.7%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
414008
(100.0%) |
| flowering_days
[integer] |
| Mean (sd) : 70.1 (20.3) | | min ≤ med ≤ max: | | 19 ≤ 76 ≤ 134 | | IQR (CV) : 22 (0.3) |
|
100 distinct values |
 |
405242
(97.8%) |
| anthesis_days
[numeric] |
| Mean (sd) : 86.6 (11.5) | | min ≤ med ≤ max: | | 51 ≤ 88 ≤ 106 | | IQR (CV) : 16 (0.1) |
|
68 distinct values |
 |
413370
(99.8%) |
| silking_days
[numeric] |
| Mean (sd) : 74 (8.4) | | min ≤ med ≤ max: | | 56 ≤ 74 ≤ 97 | | IQR (CV) : 12 (0.1) |
|
64 distinct values |
 |
412479
(99.6%) |
| asi
[numeric] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
26 distinct values |
 |
412725
(99.6%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
412761
(99.7%) |
| maturity_days
[integer] |
| Mean (sd) : 121.7 (16.3) | | min ≤ med ≤ max: | | 78 ≤ 121 ≤ 221 | | IQR (CV) : 18 (0.1) |
|
95 distinct values |
 |
405331
(97.9%) |
| harvest_days
[integer] |
| Mean (sd) : 112.8 (21.3) | | min ≤ med ≤ max: | | 60 ≤ 108 ≤ 183 | | IQR (CV) : 20 (0.2) |
|
100 distinct values |
 |
404677
(97.7%) |
| plant_height
[numeric] |
| Mean (sd) : 92.7 (57.3) | | min ≤ med ≤ max: | | 0 ≤ 85 ≤ 634 | | IQR (CV) : 15.3 (0.6) |
|
2089 distinct values |
 |
385825
(93.1%) |
| ear_height
[numeric] |
| Mean (sd) : 141 (72.2) | | min ≤ med ≤ max: | | 52.3 ≤ 120 ≤ 338.8 | | IQR (CV) : 48.2 (0.5) |
|
178 distinct values |
 |
413947
(99.9%) |
| root_infection
[numeric] |
| Mean (sd) : 17.3 (20.1) | | min ≤ med ≤ max: | | 0 ≤ 5.1 ≤ 53.1 | | IQR (CV) : 37.4 (1.2) |
|
27 distinct values |
 |
414164
(100.0%) |
| root_AMF
[numeric] |
| Mean (sd) : 15.8 (21.5) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 78.4 | | IQR (CV) : 28.9 (1.4) |
|
53 distinct values |
 |
414076
(100.0%) |
| nodule_weight
[numeric] |
| Mean (sd) : 189.3 (174.2) | | min ≤ med ≤ max: | | 0 ≤ 136.2 ≤ 1133.2 | | IQR (CV) : 184.3 (0.9) |
|
177 distinct values |
 |
414004
(100.0%) |
| leaf_N
[numeric] |
| Mean (sd) : 12.1 (17.8) | | min ≤ med ≤ max: | | 0 ≤ 2.3 ≤ 157.7 | | IQR (CV) : 27.7 (1.5) |
|
2876 distinct values |
 |
409610
(98.9%) |
| leaf_N_NH4
[numeric] |
| Mean (sd) : 16.3 (6.5) | | min ≤ med ≤ max: | | 7.2 ≤ 14.5 ≤ 41.5 | | IQR (CV) : 8.2 (0.4) |
|
166 distinct values |
 |
413328
(99.8%) |
| leaf_N_NO3
[numeric] |
| Mean (sd) : 8.4 (11.1) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 70 | | IQR (CV) : 8.8 (1.3) |
|
31 distinct values |
 |
413501
(99.8%) |
| leaf_K
[numeric] |
| Mean (sd) : 4.7 (6.1) | | min ≤ med ≤ max: | | 0 ≤ 1.9 ≤ 23.8 | | IQR (CV) : 2.4 (1.3) |
|
2693 distinct values |
 |
409958
(99.0%) |
| leaf_P
[numeric] |
| Mean (sd) : 0.6 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 5 | | IQR (CV) : 0.3 (1.4) |
|
2618 distinct values |
 |
409958
(99.0%) |
| leaf_S
[numeric] |
| Mean (sd) : 2.1 (0.2) | | min ≤ med ≤ max: | | 0.8 ≤ 2.1 ≤ 2.9 | | IQR (CV) : 0.3 (0.1) |
|
73 distinct values |
 |
413209
(99.8%) |
| leaf_Mg
[numeric] |
| Mean (sd) : 0.7 (0.8) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 6.9 | | IQR (CV) : 1.1 (1.1) |
|
2287 distinct values |
 |
411009
(99.2%) |
| leaf_Ca
[numeric] |
| Mean (sd) : 1.3 (1.2) | | min ≤ med ≤ max: | | 0.1 ≤ 0.7 ≤ 8.3 | | IQR (CV) : 1.4 (1) |
|
2217 distinct values |
 |
411009
(99.2%) |
| leaf_Fe
[numeric] |
| Mean (sd) : 13332.6 (224515.8) | | min ≤ med ≤ max: | | 11.9 ≤ 133 ≤ 9835000 | | IQR (CV) : 59.3 (16.8) |
|
2155 distinct values |
 |
412027
(99.5%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1231 (5460.4) | | min ≤ med ≤ max: | | 1.7 ≤ 15 ≤ 46900 | | IQR (CV) : 9.4 (4.4) |
|
2428 distinct values |
 |
411009
(99.2%) |
| leaf_Cu
[numeric] |
| Mean (sd) : 575.7 (2481.9) | | min ≤ med ≤ max: | | 0.4 ≤ 7.2 ≤ 20000 | | IQR (CV) : 4.1 (4.3) |
|
2206 distinct values |
 |
411153
(99.3%) |
| leaf_Mn
[numeric] |
| Mean (sd) : 1802.2 (8504) | | min ≤ med ≤ max: | | 0.9 ≤ 37.4 ≤ 118000 | | IQR (CV) : 60.2 (4.7) |
|
2430 distinct values |
 |
411153
(99.3%) |
| leaf_B
[numeric] |
| Mean (sd) : 351.1 (1474.1) | | min ≤ med ≤ max: | | 0.6 ≤ 5.8 ≤ 9400 | | IQR (CV) : 5.9 (4.2) |
|
2149 distinct values |
 |
411153
(99.3%) |
| leaf_Al
[integer] |
| Mean (sd) : 31162.3 (20093.5) | | min ≤ med ≤ max: | | 10000 ≤ 28600 ≤ 231900 | | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
414041
(100.0%) |
| leaf_Na
[numeric] |
| Mean (sd) : 702.2 (2468.4) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 20000 | | IQR (CV) : 0 (3.5) |
|
59 distinct values |
 |
413246
(99.8%) |
| grain_N
[numeric] |
| Mean (sd) : 31 (117.8) | | min ≤ med ≤ max: | | 0 ≤ 13.1 ≤ 2710 | | IQR (CV) : 20.9 (3.8) |
|
6629 distinct values |
 |
404310
(97.6%) |
| grain_K
[numeric] |
| Mean (sd) : 12.3 (42.1) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 256 | | IQR (CV) : 3.3 (3.4) |
|
4343 distinct values |
 |
408273
(98.6%) |
| grain_P
[numeric] |
| Mean (sd) : 6 (10.7) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 49 | | IQR (CV) : 3.3 (1.8) |
|
5914 distinct values |
 |
403483
(97.4%) |
| grain_S
[numeric] |
| Mean (sd) : 0.9 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 0.9 ≤ 18.1 | | IQR (CV) : 1 (1.3) |
|
1398 distinct values |
 |
411082
(99.2%) |
| grain_Mg
[numeric] |
| Mean (sd) : 0.8 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0.7 ≤ 5.7 | | IQR (CV) : 1.1 (1.1) |
|
2285 distinct values |
 |
410306
(99.1%) |
| grain_Ca
[numeric] |
| Mean (sd) : 0.7 (1.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 16.8 | | IQR (CV) : 0.1 (2.5) |
|
1660 distinct values |
 |
410495
(99.1%) |
| grain_Fe
[numeric] |
| Mean (sd) : 15.3 (40.5) | | min ≤ med ≤ max: | | -0.4 ≤ 0.1 ≤ 1237.3 | | IQR (CV) : 0.1 (2.6) |
|
2911 distinct values |
 |
406109
(98.0%) |
| grain_Zn
[numeric] |
| Mean (sd) : 13.1 (23.6) | | min ≤ med ≤ max: | | -0.4 ≤ 0 ≤ 282.4 | | IQR (CV) : 21.3 (1.8) |
|
3733 distinct values |
 |
403134
(97.3%) |
| grain_Cu
[numeric] |
| Mean (sd) : 3.2 (4.6) | | min ≤ med ≤ max: | | -0.1 ≤ 1.5 ≤ 51.1 | | IQR (CV) : 5 (1.4) |
|
2205 distinct values |
 |
411139
(99.3%) |
| grain_Mn
[numeric] |
| Mean (sd) : 58.1 (201.2) | | min ≤ med ≤ max: | | 0 ≤ 5.9 ≤ 3544.4 | | IQR (CV) : 29.5 (3.5) |
|
2287 distinct values |
 |
411255
(99.3%) |
| grain_B
[numeric] |
| Mean (sd) : 6.8 (8.9) | | min ≤ med ≤ max: | | 0 ≤ 2.3 ≤ 37.5 | | IQR (CV) : 10.8 (1.3) |
|
1139 distinct values |
 |
412839
(99.7%) |
| grain_Al
[numeric] |
| Mean (sd) : 237.5 (44) | | min ≤ med ≤ max: | | 161.7 ≤ 240.4 ≤ 335 | | IQR (CV) : 57.7 (0.2) |
|
26 distinct values |
 |
413920
(99.9%) |
| grain_Na
[numeric] |
| Mean (sd) : 22.5 (25.7) | | min ≤ med ≤ max: | | 1.3 ≤ 11.6 ≤ 86.2 | | IQR (CV) : 10.8 (1.1) |
|
816 distinct values |
 |
413352
(99.8%) |
| grain_Cl
[numeric] |
| Mean (sd) : 0.4 (0.1) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 0.6 | | IQR (CV) : 0.1 (0.2) |
|
12 distinct values |
 |
414188
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (1.6) |
|
259 distinct values |
 |
413911
(99.9%) |
| grain_protein
[numeric] |
| Mean (sd) : 91.1 (107.8) | | min ≤ med ≤ max: | | 0 ≤ 36.7 ≤ 919.2 | | IQR (CV) : 103 (1.2) |
|
2547 distinct values |
 |
408256
(98.6%) |
| residue_N
[numeric] |
| Mean (sd) : 10.1 (23.4) | | min ≤ med ≤ max: | | 0 ≤ 5.4 ≤ 267.1 | | IQR (CV) : 8.2 (2.3) |
|
3893 distinct values |
 |
408680
(98.7%) |
| residue_P
[numeric] |
| Mean (sd) : 1.9 (4.9) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 114.4 | | IQR (CV) : 1.9 (2.6) |
|
3764 distinct values |
 |
406606
(98.2%) |
| residue_K
[numeric] |
| Mean (sd) : 12.2 (10.6) | | min ≤ med ≤ max: | | 0 ≤ 10.1 ≤ 40.2 | | IQR (CV) : 20.3 (0.9) |
|
3729 distinct values |
 |
410099
(99.0%) |
| residue_Mg
[numeric] |
| Mean (sd) : 1.5 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 1.6 ≤ 6.2 | | IQR (CV) : 2.1 (0.8) |
|
1718 distinct values |
 |
411663
(99.4%) |
| residue_Ca
[numeric] |
| Mean (sd) : 3.4 (2.5) | | min ≤ med ≤ max: | | 0 ≤ 4.1 ≤ 15.9 | | IQR (CV) : 4.7 (0.7) |
|
2045 distinct values |
 |
411724
(99.4%) |
| residue_Mn
[numeric] |
| Mean (sd) : 42 (32.6) | | min ≤ med ≤ max: | | 0 ≤ 40.5 ≤ 170.1 | | IQR (CV) : 41.2 (0.8) |
|
984 distinct values |
 |
413141
(99.7%) |
| residue_Cu
[numeric] |
| Mean (sd) : 2.5 (2.3) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 16.7 | | IQR (CV) : 2.8 (0.9) |
|
738 distinct values |
 |
413151
(99.7%) |
| residue_Fe
[numeric] |
| Mean (sd) : 116.7 (87.5) | | min ≤ med ≤ max: | | 0.1 ≤ 107.3 ≤ 758 | | IQR (CV) : 119.4 (0.7) |
|
879 distinct values |
 |
413179
(99.8%) |
| residue_Zn
[numeric] |
| Mean (sd) : 11.4 (9.7) | | min ≤ med ≤ max: | | 0 ≤ 11.4 ≤ 62 | | IQR (CV) : 16.9 (0.9) |
|
1063 distinct values |
 |
413040
(99.7%) |
| residue_Na
[numeric] |
| Mean (sd) : 22.5 (25.7) | | min ≤ med ≤ max: | | 1.3 ≤ 11.6 ≤ 86.2 | | IQR (CV) : 10.8 (1.1) |
|
816 distinct values |
 |
413352
(99.8%) |
| residue_S
[numeric] |
| Mean (sd) : 1 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 0.9 ≤ 10.4 | | IQR (CV) : 0.3 (0.7) |
|
685 distinct values |
 |
412483
(99.6%) |
| residue_B
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
414116
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
414178
(100.0%) |
| residue_Cl
[numeric] |
| Mean (sd) : 2.7 (0.7) | | min ≤ med ≤ max: | | 1.8 ≤ 2.6 ≤ 3.8 | | IQR (CV) : 1.2 (0.3) |
|
12 distinct values |
 |
414188
(100.0%) |
| season_constraint
[character] |
| 1. (Empty string) | | 2. drought | | 3. none | | 4. initially drought & | | 5. flood | | 6. frost | | 7. initially drought | | 8. sometime flood | | 9. sometime drought | | 10. frost;drought | | [ 3 others ] |
|
| 412525 | ( | 99.6% | ) | | 410 | ( | 0.1% | ) | | 363 | ( | 0.1% | ) | | 295 | ( | 0.1% | ) | | 196 | ( | 0.0% | ) | | 106 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 70 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weed_species
[character] |
| 1. (Empty string) | | 2. Tridax pocumbens | | 3. Panicum maximum | | 4. Commelina benghalens | | 5. Phyllantus amarus | | 6. Digitaria horizontal | | 7. Centrosema pubescens | | 8. Sedges | | 9. Aspilla africana | | 10. Euphorpia heterophyl | | [ 284 others ] |
|
| 366273 | ( | 88.4% | ) | | 1854 | ( | 0.4% | ) | | 1723 | ( | 0.4% | ) | | 1627 | ( | 0.4% | ) | | 1435 | ( | 0.3% | ) | | 1406 | ( | 0.3% | ) | | 1359 | ( | 0.3% | ) | | 1325 | ( | 0.3% | ) | | 1316 | ( | 0.3% | ) | | 1252 | ( | 0.3% | ) | | 34630 | ( | 8.4% | ) |
|
 |
0
(0.0%) |
| weed_biomass
[numeric] |
| Mean (sd) : 310.2 (379.5) | | min ≤ med ≤ max: | | 0 ≤ 171.6 ≤ 3952.8 | | IQR (CV) : 425.4 (1.2) |
|
4416 distinct values |
 |
407440
(98.4%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 414120 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weed_cover
[integer] |
| Mean (sd) : 26 (26) | | min ≤ med ≤ max: | | 0 ≤ 15 ≤ 100 | | IQR (CV) : 20 (1) |
|
22 distinct values |
 |
413192
(99.8%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 414120 | ( | 100.0% | ) | | 46 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_species
[character] |
| 1. (Empty string) | | 2. Busseola fusca;Phyll | | 3. rust | | 4. Aphids | | 5. Birds; goats | | 6. Birds | | 7. Aphids; birds goats | | 8. Birds; aphids | | 9. Birds; chickens; rat | | 10. Rats; birds ,aphids | | [ 2 others ] |
|
| 413270 | ( | 99.8% | ) | | 738 | ( | 0.2% | ) | | 112 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_number
[integer] |
| Mean (sd) : 5.5 (7) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 28 | | IQR (CV) : 7.2 (1.3) |
|
26 distinct values |
 |
414088
(100.0%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 0 | | 3. mild | | 4. 1 | | 5. 63 | | 6. 2 | | 7. 38 | | 8. 3 | | 9. 65 | | 10. 18 | | [ 36 others ] |
|
| 413509 | ( | 99.8% | ) | | 179 | ( | 0.0% | ) | | 74 | ( | 0.0% | ) | | 68 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 26 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 180 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| severity_scale
[character] |
|
|
 |
0
(0.0%) |
| disease_incidence
[numeric] |
| Mean (sd) : 7.4 (10.7) | | min ≤ med ≤ max: | | 0 ≤ 4.4 ≤ 48.4 | | IQR (CV) : 10.4 (1.4) |
|
21 distinct values |
 |
414164
(100.0%) |
| residue_prevcrop
[numeric] |
| Mean (sd) : 4029.8 (2870.3) | | min ≤ med ≤ max: | | 0 ≤ 4000 ≤ 19042.2 | | IQR (CV) : 4000 (0.7) |
|
32 distinct values |
 |
412948
(99.7%) |
| residue_prevcrop_used
[logical] |
|
|
 |
410871
(99.2%) |
| previous_crop_residue_weight
[numeric] |
| Mean (sd) : 251.4 (410.2) | | min ≤ med ≤ max: | | 0 ≤ 105.5 ≤ 3861.2 | | IQR (CV) : 107.6 (1.6) |
|
380 distinct values |
 |
413817
(99.9%) |
| previous_crop_residue_perc
[numeric] |
| Mean (sd) : 27.1 (24.2) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 100 | | IQR (CV) : 47.2 (0.9) |
|
31 distinct values |
 |
405491
(97.9%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 410395 | ( | 99.1% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 414120 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.2 (1.3) | | min ≤ med ≤ max: | | 0 ≤ 2.1 ≤ 6.9 | | IQR (CV) : 1.9 (0.6) |
|
1911 distinct values |
 |
411422
(99.3%) |
| harvest_index
[numeric] |
| Mean (sd) : 12.2 (20.6) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 145.9 | | IQR (CV) : 26.5 (1.7) |
|
6595 distinct values |
 |
402387
(97.1%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 412719 | ( | 99.6% | ) | | 632 | ( | 0.2% | ) | | 849 | ( | 0.2% | ) |
|
|
0
(0.0%) |
| virus_severity
[integer] |
| Mean (sd) : 1.8 (1.1) | | min ≤ med ≤ max: | | 1 ≤ 1 ≤ 5 | | IQR (CV) : 1 (0.6) |
|
| 1 | : | 38 | ( | 52.8% | ) | | 2 | : | 19 | ( | 26.4% | ) | | 3 | : | 9 | ( | 12.5% | ) | | 4 | : | 2 | ( | 2.8% | ) | | 5 | : | 4 | ( | 5.6% | ) |
|
 |
414128
(100.0%) |
| shelling_percentage
[numeric] |
| Mean (sd) : 63.3 (5.1) | | min ≤ med ≤ max: | | 52.1 ≤ 64.3 ≤ 72.6 | | IQR (CV) : 7 (0.1) |
|
36 distinct values |
 |
414164
(100.0%) |
| CA_years
[integer] |
| Mean (sd) : 7.2 (4.3) | | min ≤ med ≤ max: | | 1 ≤ 8 ≤ 17 | | IQR (CV) : 8 (0.6) |
|
17 distinct values |
 |
389983
(94.2%) |
| striga_trial
[logical] |
1. FALSE |
|
 |
413798
(99.9%) |
| borer_trial
[logical] |
1. FALSE |
|
|
413798
(99.9%) |
| striga_infected
[logical] |
1. FALSE |
|
|
413798
(99.9%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. Tk | | 7. TZS | | 8. USD |
|
| 411344 | ( | 99.3% | ) | | 188 | ( | 0.0% | ) | | 512 | ( | 0.1% | ) | | 308 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 716 | ( | 0.2% | ) | | 251 | ( | 0.1% | ) | | 785 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| crop_price
[numeric] |
| Mean (sd) : 6.2 (8.1) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 50.1 | | IQR (CV) : 7.3 (1.3) |
|
844 distinct values |
 |
412575
(99.6%) |
| fertilizer_cost
[integer] |
| Mean (sd) : 60.3 (11.3) | | min ≤ med ≤ max: | | 20 ≤ 65 ≤ 91 | | IQR (CV) : 9 (0.2) |
|
31 distinct values |
 |
413964
(99.9%) |
| fertilizer_price
[numeric] |
| Mean (sd) : 87.5 (179.7) | | min ≤ med ≤ max: | | 0 ≤ 24.4 ≤ 1180.6 | | IQR (CV) : 35.4 (2.1) |
|
55 distinct values |
 |
412523
(99.6%) |
| harvest_cost
[integer] |
| Mean (sd) : 136.6 (11.5) | | min ≤ med ≤ max: | | 123 ≤ 141 ≤ 162 | | IQR (CV) : 18 (0.1) |
|
| 123 | : | 20 | ( | 8.5% | ) | | 125 | : | 78 | ( | 33.1% | ) | | 141 | : | 48 | ( | 20.3% | ) | | 143 | : | 70 | ( | 29.7% | ) | | 162 | : | 20 | ( | 8.5% | ) |
|
 |
413964
(99.9%) |
| herbicide_cost
[integer] |
| Mean (sd) : 22.2 (18.3) | | min ≤ med ≤ max: | | 0 ≤ 29 ≤ 63 | | IQR (CV) : 31.2 (0.8) |
|
| 0 | : | 86 | ( | 36.4% | ) | | 29 | : | 69 | ( | 29.2% | ) | | 30 | : | 22 | ( | 9.3% | ) | | 35 | : | 5 | ( | 2.1% | ) | | 36 | : | 5 | ( | 2.1% | ) | | 41 | : | 39 | ( | 16.5% | ) | | 63 | : | 10 | ( | 4.2% | ) |
|
 |
413964
(99.9%) |
| irrigation_cost
[integer] |
| Mean (sd) : 3.5 (4.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 11 | | IQR (CV) : 6 (1.2) |
|
| 0 | : | 78 | ( | 52.7% | ) | | 3 | : | 13 | ( | 8.8% | ) | | 6 | : | 24 | ( | 16.2% | ) | | 9 | : | 14 | ( | 9.5% | ) | | 11 | : | 19 | ( | 12.8% | ) |
|
 |
414052
(100.0%) |
| planting_cost
[integer] |
| Mean (sd) : 53.7 (5.7) | | min ≤ med ≤ max: | | 44 ≤ 57 ≤ 60 | | IQR (CV) : 10 (0.1) |
|
| 44 | : | 40 | ( | 16.9% | ) | | 45 | : | 5 | ( | 2.1% | ) | | 50 | : | 19 | ( | 8.1% | ) | | 52 | : | 48 | ( | 20.3% | ) | | 57 | : | 64 | ( | 27.1% | ) | | 60 | : | 60 | ( | 25.4% | ) |
|
 |
413964
(99.9%) |
| seed_cost
[integer] |
| Mean (sd) : 24.8 (8.6) | | min ≤ med ≤ max: | | 18 ≤ 20 ≤ 40 | | IQR (CV) : 19 (0.3) |
|
| 18 | : | 94 | ( | 39.8% | ) | | 20 | : | 30 | ( | 12.7% | ) | | 22 | : | 44 | ( | 18.6% | ) | | 37 | : | 44 | ( | 18.6% | ) | | 40 | : | 24 | ( | 10.2% | ) |
|
 |
413964
(99.9%) |
| weeding_cost
[integer] |
| Mean (sd) : 101.9 (50.6) | | min ≤ med ≤ max: | | 20 ≤ 100 ≤ 243 | | IQR (CV) : 66 (0.5) |
|
63 distinct values |
 |
413964
(99.9%) |
| planting_cost.1
[integer] |
| Mean (sd) : 53.7 (5.7) | | min ≤ med ≤ max: | | 44 ≤ 57 ≤ 60 | | IQR (CV) : 10 (0.1) |
|
| 44 | : | 40 | ( | 16.9% | ) | | 45 | : | 5 | ( | 2.1% | ) | | 50 | : | 19 | ( | 8.1% | ) | | 52 | : | 48 | ( | 20.3% | ) | | 57 | : | 64 | ( | 27.1% | ) | | 60 | : | 60 | ( | 25.4% | ) |
|
 |
413964
(99.9%) |
| weeding_labour
[integer] |
| Mean (sd) : 29.1 (23.9) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 89 | | IQR (CV) : 35.2 (0.8) |
|
48 distinct values |
 |
413964
(99.9%) |
| weeding_equiment_cost
[integer] |
| Min : 0 | | Mean : 2.8 | | Max : 14 |
|
|
 |
414100
(100.0%) |
| variable_cost
[integer] |
| Mean (sd) : 405.5 (53.2) | | min ≤ med ≤ max: | | 311 ≤ 397 ≤ 577 | | IQR (CV) : 62.5 (0.1) |
|
102 distinct values |
 |
413964
(99.9%) |
| net_benefit
[integer] |
| Mean (sd) : 600.6 (251.7) | | min ≤ med ≤ max: | | -37 ≤ 650 ≤ 1476 | | IQR (CV) : 356 (0.4) |
|
197 distinct values |
 |
413964
(99.9%) |
| date
[character] |
| 1. (Empty string) | | 2. 2017 | | 3. 2018 | | 4. 2019 | | 5. 2016 | | 6. 2020 | | 7. 2017-12-19 | | 8. 2005 | | 9. 2018-01-06 | | 10. 2021 | | [ 193 others ] |
|
| 403239 | ( | 97.4% | ) | | 1411 | ( | 0.3% | ) | | 1403 | ( | 0.3% | ) | | 1366 | ( | 0.3% | ) | | 797 | ( | 0.2% | ) | | 725 | ( | 0.2% | ) | | 264 | ( | 0.1% | ) | | 206 | ( | 0.0% | ) | | 168 | ( | 0.0% | ) | | 153 | ( | 0.0% | ) | | 4468 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| reference
[character] |
| 1. (Empty string) | | 2. Mukankusi et al. 202 | | 3. AfSIS_DT | | 4. TAMASA | | 5. Wortmann et al 2009 | | 6. Kanyenga et al. 2020 | | 7. Li et al. (2011) | | 8. INM_siaya | | 9. CT1_Data_Siaya | | 10. Kihara_et al. 2017_M | | [ 1608 others ] |
|
| 351086 | ( | 84.8% | ) | | 5406 | ( | 1.3% | ) | | 2279 | ( | 0.6% | ) | | 2011 | ( | 0.5% | ) | | 1919 | ( | 0.5% | ) | | 1280 | ( | 0.3% | ) | | 893 | ( | 0.2% | ) | | 890 | ( | 0.2% | ) | | 879 | ( | 0.2% | ) | | 767 | ( | 0.2% | ) | | 46790 | ( | 11.3% | ) |
|
 |
0
(0.0%) |
| DAP
[integer] |
| Mean (sd) : 70.1 (51.5) | | min ≤ med ≤ max: | | 3 ≤ 60 ≤ 297 | | IQR (CV) : 6 (0.7) |
|
46 distinct values |
 |
411740
(99.4%) |
| variable
[character] |
| 1. (Empty string) | | 2. Ca | | 3. Fe | | 4. K | | 5. S | | 6. Zn | | 7. Al | | 8. B | | 9. Cu | | 10. Mg | | [ 4 others ] |
|
| 414182 | ( | 100.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| method
[character] |
| 1. (Empty string) | | 2. DETPA | | 3. Mehlich | | 4. Olsen |
|
| 414182 | ( | 100.0% | ) | | 2 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| location_id
[integer] |
| Mean (sd) : 86 (31) | | min ≤ med ≤ max: | | 1 ≤ 97 ≤ 112 | | IQR (CV) : 19 (0.4) |
|
58 distinct values |
 |
410875
(99.2%) |
| country
[character] |
| 1. Nigeria | | 2. (Empty string) | | 3. Malawi | | 4. Mexico | | 5. India | | 6. Ethiopia | | 7. Tanzania | | 8. United States | | 9. Kenya | | 10. Philippines | | [ 95 others ] |
|
| 83803 | ( | 20.2% | ) | | 42217 | ( | 10.2% | ) | | 39266 | ( | 9.5% | ) | | 35286 | ( | 8.5% | ) | | 22840 | ( | 5.5% | ) | | 20050 | ( | 4.8% | ) | | 16185 | ( | 3.9% | ) | | 16169 | ( | 3.9% | ) | | 14822 | ( | 3.6% | ) | | 13770 | ( | 3.3% | ) | | 109792 | ( | 26.5% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Ogun | | 4. Laguna | | 5. Oyo | | 6. Abia | | 7. Benue | | 8. Bihar | | 9. New South Wales | | 10. Oromia | | [ 569 others ] |
|
| 226152 | ( | 54.6% | ) | | 19022 | ( | 4.6% | ) | | 14892 | ( | 3.6% | ) | | 13481 | ( | 3.3% | ) | | 13128 | ( | 3.2% | ) | | 12669 | ( | 3.1% | ) | | 11168 | ( | 2.7% | ) | | 10455 | ( | 2.5% | ) | | 4966 | ( | 1.2% | ) | | 3980 | ( | 1.0% | ) | | 84287 | ( | 20.3% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Balaka | | 3. Nkhotakota | | 4. Cajeme | | 5. Mzimba | | 6. Angonia | | 7. Dedza | | 8. Tsangano | | 9. Dowa | | 10. Machinga | | [ 693 others ] |
|
| 316775 | ( | 76.5% | ) | | 9225 | ( | 2.2% | ) | | 8570 | ( | 2.1% | ) | | 4550 | ( | 1.1% | ) | | 2723 | ( | 0.7% | ) | | 2424 | ( | 0.6% | ) | | 2080 | ( | 0.5% | ) | | 1896 | ( | 0.5% | ) | | 1893 | ( | 0.5% | ) | | 1649 | ( | 0.4% | ) | | 62415 | ( | 15.1% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Siaya | | 3. Lemo | | 4. Agrary | | 5. Sinana | | 6. Nametil | | 7. Gubalafto | | 8. Malula | | 9. Tehulederi | | 10. Chipeni | | [ 901 others ] |
|
| 381101 | ( | 92.0% | ) | | 1769 | ( | 0.4% | ) | | 1641 | ( | 0.4% | ) | | 1489 | ( | 0.4% | ) | | 1043 | ( | 0.3% | ) | | 1004 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 681 | ( | 0.2% | ) | | 23420 | ( | 5.7% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Sabajpura | | 3. Devpokhar | | 4. Rutenga | | 5. Jasauli | | 6. Uska | | 7. Batrouli | | 8. Pahadpur | | 9. Ahalladpur | | 10. Mahdah | | [ 189 others ] |
|
| 412496 | ( | 99.6% | ) | | 261 | ( | 0.1% | ) | | 62 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 47 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 1107 | ( | 0.3% | ) |
|
|
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 414120 | ( | 100.0% | ) | | 36 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. (Empty string) | | 2. Ciudad Obregon | | 3. Los Baños | | 4. Funaab | | 5. Uam | | 6. CIAT Uganda station | | 7. Nrcri | | 8. Ciudad Obregón | | 9. Wagga Wagga | | 10. Hawul | | [ 3619 others ] |
|
| 96055 | ( | 23.2% | ) | | 13500 | ( | 3.3% | ) | | 13481 | ( | 3.3% | ) | | 8649 | ( | 2.1% | ) | | 6652 | ( | 1.6% | ) | | 5742 | ( | 1.4% | ) | | 4990 | ( | 1.2% | ) | | 4668 | ( | 1.1% | ) | | 4631 | ( | 1.1% | ) | | 4514 | ( | 1.1% | ) | | 251318 | ( | 60.7% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. CIMMYT CENEB | | 3. IRRI-B5-B8 | | 4. Block 810 – C1 | | 5. INIFAP, Norman E. Bo | | 6. ICRISAT Patancheru c | | 7. Anyigba | | 8. Funaab | | 9. Ido | | 10. Makurdi | | [ 698 others ] |
|
| 356290 | ( | 86.0% | ) | | 13500 | ( | 3.3% | ) | | 12857 | ( | 3.1% | ) | | 2477 | ( | 0.6% | ) | | 1872 | ( | 0.5% | ) | | 1449 | ( | 0.3% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 22683 | ( | 5.5% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
414173
(100.0%) |
| geo_from_source
[logical] |
|
| 178267 | ( | 48.9% | ) | | 186126 | ( | 51.1% | ) |
|
 |
49807
(12.0%) |
| elevation
[numeric] |
| Mean (sd) : 1013.4 (582.8) | | min ≤ med ≤ max: | | 0 ≤ 900 ≤ 2849 | | IQR (CV) : 878 (0.6) |
|
1714 distinct values |
 |
350858
(84.7%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2019 | | 6. 2017 | | 7. 2018 | | 8. 2016 | | 9. 2015-06-16 | | 10. 2012 | | [ 3305 others ] |
|
| 94702 | ( | 22.9% | ) | | 21646 | ( | 5.2% | ) | | 16455 | ( | 4.0% | ) | | 14011 | ( | 3.4% | ) | | 9484 | ( | 2.3% | ) | | 9445 | ( | 2.3% | ) | | 9370 | ( | 2.3% | ) | | 9165 | ( | 2.2% | ) | | 6363 | ( | 1.5% | ) | | 5631 | ( | 1.4% | ) | | 217928 | ( | 52.6% | ) |
|
 |
0
(0.0%) |
| emergence_date
[IDate,
Date] |
| min : 2009-07-31 | | med : 2016-07-16 | | max : 2020-12-28 | | range : 11y 4m 28d |
|
167 distinct values |
 |
410525
(99.1%) |
| transplanting_date
[IDate,
Date] |
| min : 1991-08-15 | | med : 2014-08-20 | | max : 2024-10-05 | | range : 33y 1m 20d |
|
622 distinct values |
 |
410437
(99.1%) |
| heading_date
[IDate,
Date] |
| min : 2012-02-07 | | med : 2012-02-17 | | max : 2013-02-12 | | range : 1y 0m 5d |
|
32 distinct values |
 |
413536
(99.8%) |
| flowering_date
[IDate,
Date] |
| min : 2005-05-24 | | med : 2016-09-02 | | max : 2019-08-05 | | range : 14y 2m 12d |
|
344 distinct values |
 |
410186
(99.0%) |
| maturity_date
[IDate,
Date] |
| min : 1998-11-25 | | med : 2016-11-11 | | max : 2019-10-29 | | range : 20y 11m 4d |
|
233 distinct values |
 |
411213
(99.3%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2014 | | 3. 2015 | | 4. 2016-05-10 | | 5. 2017 | | 6. 2018 | | 7. 2016 | | 8. 2016-06-19 | | 9. 2019 | | 10. 2017-11-01 | | [ 2971 others ] |
|
| 226014 | ( | 54.6% | ) | | 7688 | ( | 1.9% | ) | | 7252 | ( | 1.8% | ) | | 4814 | ( | 1.2% | ) | | 4570 | ( | 1.1% | ) | | 4278 | ( | 1.0% | ) | | 4202 | ( | 1.0% | ) | | 4153 | ( | 1.0% | ) | | 4081 | ( | 1.0% | ) | | 3637 | ( | 0.9% | ) | | 143511 | ( | 34.6% | ) |
|
 |
0
(0.0%) |
| fertilizer_used
[logical] |
|
|
 |
397764
(96.0%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. unknown | | 3. ZnSO4 | | 4. SSP | | 5. none | | 6. urea | | 7. TSP | | 8. urea;DAP;KCl;NPK | | 9. DAP | | 10. urea;DAP;SOP;ZnSO4 | | [ 597 others ] |
|
| 282243 | ( | 68.1% | ) | | 15364 | ( | 3.7% | ) | | 13640 | ( | 3.3% | ) | | 11089 | ( | 2.7% | ) | | 10797 | ( | 2.6% | ) | | 8544 | ( | 2.1% | ) | | 8109 | ( | 2.0% | ) | | 5689 | ( | 1.4% | ) | | 5350 | ( | 1.3% | ) | | 4622 | ( | 1.1% | ) | | 48753 | ( | 11.8% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[character] |
| 1. (Empty string) | | 2. 2016-07-08;2016-07-2 | | 3. 2015-08-20 | | 4. 2015-08-02 | | 5. 2017-08-08 | | 6. 2016-10-10 | | 7. 2019-07-28 | | 8. 2014-08-17 | | 9. 2014-08-12 | | 10. 2014-08-14 | | [ 1014 others ] |
|
| 410215 | ( | 99.0% | ) | | 1449 | ( | 0.3% | ) | | 163 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 31 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 29 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 2113 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 364.5 (105.9) | | min ≤ med ≤ max: | | 0 ≤ 380 ≤ 947.9 | | IQR (CV) : 65 (0.3) |
|
221 distinct values |
 |
406415
(98.1%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. BURIED IN THE SOIL | | 3. BURIED IN THE SOIL;B | | 4. NA;NA;NA | | 5. NA;NA | | 6. BURIED IN THE SOIL;B | | 7. NA;NA;NA;NA | | 8. NA;NA;NA;NA;NA | | 9. BURIED IN THE SOIL;B | | 10. BURIED IN THE SOIL;O | | [ 71 others ] |
|
| 412641 | ( | 99.6% | ) | | 298 | ( | 0.1% | ) | | 177 | ( | 0.0% | ) | | 169 | ( | 0.0% | ) | | 160 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) | | 102 | ( | 0.0% | ) | | 52 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 419 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 69.1 (72.3) | | min ≤ med ≤ max: | | 0 ≤ 60 ≤ 1000 | | IQR (CV) : 101 (1) |
|
2512 distinct values |
 |
154907
(37.4%) |
| N_splits
[integer] |
| Mean (sd) : 1.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 25 | | IQR (CV) : 1 (0.6) |
|
14 distinct values |
 |
390213
(94.2%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 20.4 (28.1) | | min ≤ med ≤ max: | | 0 ≤ 15 ≤ 1275.7 | | IQR (CV) : 26 (1.4) |
|
1611 distinct values |
 |
158539
(38.3%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 23.3 (64.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4303.5 | | IQR (CV) : 37 (2.8) |
|
1291 distinct values |
 |
180226
(43.5%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2.3 (11.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2795 | | IQR (CV) : 5 (5) |
|
222 distinct values |
 |
346357
(83.6%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 7.2 (23.5) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 1014.4 | | IQR (CV) : 4 (3.3) |
|
251 distinct values |
 |
348965
(84.3%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.5 (1.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 25 | | IQR (CV) : 0 (3.9) |
|
63 distinct values |
 |
388823
(93.9%) |
| Ca_fertilizer
[numeric] |
| Mean (sd) : 11.6 (77.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1244.6 | | IQR (CV) : 0 (6.7) |
|
191 distinct values |
 |
396901
(95.8%) |
| Mg_fertilizer
[numeric] |
| Mean (sd) : 5.8 (15.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 210 | | IQR (CV) : 8 (2.6) |
|
87 distinct values |
 |
395494
(95.5%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 44.8 (257.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2609.1 | | IQR (CV) : 0 (5.8) |
|
115 distinct values |
|
411853
(99.4%) |
| Mn_fertilizer
[numeric] |
| Mean (sd) : 1.9 (9.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 160 | | IQR (CV) : 0 (4.7) |
|
56 distinct values |
 |
411655
(99.4%) |
| Cl_fertilizer
[numeric] |
| Mean (sd) : 10.9 (24.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 155.6 | | IQR (CV) : 10.1 (2.2) |
|
55 distinct values |
 |
412136
(99.5%) |
| Cu_fertilizer
[numeric] |
| Mean (sd) : 0.8 (23.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1040 | | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
412279
(99.5%) |
| Mo_fertilizer
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (5.1) |
|
6 distinct values |
 |
412357
(99.6%) |
| N_fixation
[numeric] |
| Mean (sd) : 128.3 (93.2) | | min ≤ med ≤ max: | | 3 ≤ 105 ≤ 488 | | IQR (CV) : 131.8 (0.7) |
|
270 distinct values |
 |
413850
(99.9%) |
| N_organic
[numeric] |
| Mean (sd) : 265.5 (1501.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 13600 | | IQR (CV) : 85.6 (5.7) |
|
99 distinct values |
 |
412268
(99.5%) |
| P_organic
[numeric] |
| Mean (sd) : 22.5 (62.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 407.8 | | IQR (CV) : 11.2 (2.8) |
|
60 distinct values |
 |
412659
(99.6%) |
| K_organic
[numeric] |
| Mean (sd) : 117.8 (49.6) | | min ≤ med ≤ max: | | 64.9 ≤ 127.1 ≤ 206.5 | | IQR (CV) : 70.7 (0.4) |
|
6 distinct values |
 |
414078
(100.0%) |
| Ca_organic
[numeric] |
| Mean (sd) : 44.1 (10.6) | | min ≤ med ≤ max: | | 35.2 ≤ 39.6 ≤ 62 | | IQR (CV) : 7.5 (0.2) |
|
4 distinct values |
 |
414120
(100.0%) |
| Mg_organic
[numeric] |
| Mean (sd) : 22.8 (6.7) | | min ≤ med ≤ max: | | 17.3 ≤ 20 ≤ 34.1 | | IQR (CV) : 5.5 (0.3) |
|
4 distinct values |
 |
414120
(100.0%) |
| lime
[integer] |
| Mean (sd) : 495.2 (1530.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 7000 | | IQR (CV) : 0 (3.1) |
|
14 distinct values |
 |
400477
(96.7%) |
| lime_used
[logical] |
|
|
 |
413376
(99.8%) |
| gypsum
[numeric] |
| Mean (sd) : 77.8 (168.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 526.3 | | IQR (CV) : 50 (2.2) |
|
10 distinct values |
 |
407666
(98.4%) |
| OM_used
[logical] |
|
|
 |
357769
(86.4%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. none | | 3. farmyard manure | | 4. cattle dung | | 5. compost | | 6. poultry manure | | 7. animal dung | | 8. foliage | | 9. unknown | | 10. biochar | | [ 5 others ] |
|
| 378804 | ( | 91.5% | ) | | 29242 | ( | 7.1% | ) | | 5106 | ( | 1.2% | ) | | 267 | ( | 0.1% | ) | | 225 | ( | 0.1% | ) | | 109 | ( | 0.0% | ) | | 105 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 136 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 3016.7 (10312.9) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 109000 | | IQR (CV) : 2500 (3.4) |
|
49 distinct values |
 |
405759
(98.0%) |
| inoculated
[logical] |
|
|
 |
312733
(75.5%) |
| inoculant
[character] |
| 1. (Empty string) | | 2. none | | 3. Legume Fix | | 4. Rhizobium Legume Fix | | 5. Legume Technology | | 6. Rhizobial Legume Fix | | 7. rhizobium | | 8. Rhizobium japonicum | | 9. Rhizobium Legumes Fi | | 10. 200gm | | [ 10 others ] |
|
| 413228 | ( | 99.8% | ) | | 384 | ( | 0.1% | ) | | 146 | ( | 0.0% | ) | | 118 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 39 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 74 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| biochar
[integer] |
| Min : 0 | | Mean : 6750 | | Max : 13500 |
|
|
 |
414188
(100.0%) |
| irrigated
[logical] |
|
| 136852 | ( | 63.2% | ) | | 79685 | ( | 36.8% | ) |
|
 |
197663
(47.7%) |
| irrigation_source
[character] |
| 1. (Empty string) | | 2. tubewell | | 3. diesel pump | | 4. canal | | 5. canal & tube well | | 6. bore well | | 7. rain | | 8. lift irrigation | | 9. canal & tubewell | | 10. tubewell & stored wa | | [ 2 others ] |
|
| 411552 | ( | 99.4% | ) | | 1367 | ( | 0.3% | ) | | 334 | ( | 0.1% | ) | | 333 | ( | 0.1% | ) | | 210 | ( | 0.1% | ) | | 140 | ( | 0.0% | ) | | 85 | ( | 0.0% | ) | | 69 | ( | 0.0% | ) | | 65 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. furrow | | 3. none | | 4. unknown | | 5. sprinkler | | 6. drip | | 7. continuous flooding | | 8. center pivot sprinkl | | 9. basin | | 10. surface | | [ 3 others ] |
|
| 408070 | ( | 98.5% | ) | | 2962 | ( | 0.7% | ) | | 1023 | ( | 0.2% | ) | | 874 | ( | 0.2% | ) | | 501 | ( | 0.1% | ) | | 266 | ( | 0.1% | ) | | 158 | ( | 0.0% | ) | | 127 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 59 | ( | 0.0% | ) | | 79 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.7 (2.6) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 23 | | IQR (CV) : 2 (0.7) |
|
22 distinct values |
 |
401768
(97.0%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 202.6 (181.7) | | min ≤ med ≤ max: | | 0 ≤ 110 ≤ 1080 | | IQR (CV) : 204.8 (0.9) |
|
360 distinct values |
 |
408720
(98.7%) |
| irrigation_fulfullment
[character] |
| 1. (Empty string) | | 2. full irrigation | | 3. reduced irrigation |
|
| 412328 | ( | 99.5% | ) | | 936 | ( | 0.2% | ) | | 936 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| irrigation_dates
[character] |
| 1. (Empty string) | | 2. 2016-07-13;2016-08-1 | | 3. 2011-12-30; 2012-01- | | 4. 2011-12-10; 2011-12- | | 5. 2016-06-21 | | 6. 2016-01-20 | | 7. 2017-01-13 | | 8. 2019-01-18 | | 9. 2011-12-09; 2011-12- | | 10. 2011-12-30; 2012-01- | | [ 146 others ] |
|
| 411741 | ( | 99.4% | ) | | 1449 | ( | 0.3% | ) | | 36 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 812 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. none | | 3. conventional | | 4. unknown | | 5. tillage | | 6. minimum tillage | | 7. reduced tillage | | 8. conventional tilled | | 9. ridge tillage | | 10. flat | | [ 58 others ] |
|
| 277687 | ( | 67.0% | ) | | 34051 | ( | 8.2% | ) | | 32388 | ( | 7.8% | ) | | 24227 | ( | 5.8% | ) | | 8658 | ( | 2.1% | ) | | 8439 | ( | 2.0% | ) | | 5125 | ( | 1.2% | ) | | 3814 | ( | 0.9% | ) | | 3009 | ( | 0.7% | ) | | 2832 | ( | 0.7% | ) | | 13970 | ( | 3.4% | ) |
|
 |
0
(0.0%) |
| land_prep_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. hand-held hoe | | 4. mouldboard plough | | 5. none | | 6. ripper | | 7. unknown |
|
| 411606 | ( | 99.4% | ) | | 327 | ( | 0.1% | ) | | 24 | ( | 0.0% | ) | | 374 | ( | 0.1% | ) | | 1120 | ( | 0.3% | ) | | 240 | ( | 0.1% | ) | | 509 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. basins | | 3. transplanted | | 4. manual | | 5. direct seeding | | 6. mechanized | | 7. raised beds | | 8. transplanting | | 9. broadcasting | | 10. control | | [ 20 others ] |
|
| 401588 | ( | 97.0% | ) | | 3042 | ( | 0.7% | ) | | 1792 | ( | 0.4% | ) | | 1599 | ( | 0.4% | ) | | 1288 | ( | 0.3% | ) | | 957 | ( | 0.2% | ) | | 789 | ( | 0.2% | ) | | 649 | ( | 0.2% | ) | | 574 | ( | 0.1% | ) | | 346 | ( | 0.1% | ) | | 1576 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual | | 4. seed drill |
|
| 413026 | ( | 99.7% | ) | | 687 | ( | 0.2% | ) | | 435 | ( | 0.1% | ) | | 52 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 412018 | ( | 99.5% | ) | | 1753 | ( | 0.4% | ) | | 379 | ( | 0.1% | ) | | 5 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| seed_density
[character] |
| 1. (Empty string) | | 2. 100 | | 3. 1e+06 | | 4. 8e+05 | | 5. 50000 | | 6. 120 | | 7. 1400000 | | 8. 860000 | | 9. 67500 | | 10. 44444 | | [ 45 others ] |
|
| 403335 | ( | 97.4% | ) | | 3205 | ( | 0.8% | ) | | 2481 | ( | 0.6% | ) | | 1103 | ( | 0.3% | ) | | 632 | ( | 0.2% | ) | | 425 | ( | 0.1% | ) | | 319 | ( | 0.1% | ) | | 272 | ( | 0.1% | ) | | 252 | ( | 0.1% | ) | | 201 | ( | 0.0% | ) | | 1975 | ( | 0.5% | ) |
|
|
0
(0.0%) |
| seed_rate
[numeric] |
| Mean (sd) : 1676057 (21847983) | | min ≤ med ≤ max: | | 0 ≤ 112.5 ≤ 432050000 | | IQR (CV) : 47500 (13) |
|
190 distinct values |
 |
402739
(97.2%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. PP (pollen producing | | 3. PP:NPP (pollen produ | | 4. fludioxonil | | 5. gibberellic acid | | 6. pellet; fludioxonil | | 7. pellet; fludioxonil; | | 8. untreated | | 9. pellet | | 10. CAI-17 | | [ 14 others ] |
|
| 410456 | ( | 99.1% | ) | | 1665 | ( | 0.4% | ) | | 1660 | ( | 0.4% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 186 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
330863
(79.9%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. none | | 3. glyphosate | | 4. metsulfuron;sulfosul | | 5. diflufenican;none | | 6. isoxaflutole;none | | 7. s-metolachlor;none | | 8. terbuthylazine;none | | 9. flumioxazin;none | | 10. halosulfuron-methyl | | [ 161 others ] |
|
| 347305 | ( | 83.8% | ) | | 6734 | ( | 1.6% | ) | | 3619 | ( | 0.9% | ) | | 2953 | ( | 0.7% | ) | | 2308 | ( | 0.6% | ) | | 2225 | ( | 0.5% | ) | | 2088 | ( | 0.5% | ) | | 1999 | ( | 0.5% | ) | | 1975 | ( | 0.5% | ) | | 1770 | ( | 0.4% | ) | | 41224 | ( | 10.0% | ) |
|
 |
0
(0.0%) |
| herbicide_timing
[integer] |
| Mean (sd) : 17.8 (30.3) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 99 | | IQR (CV) : 8 (1.7) |
|
28 distinct values |
 |
373033
(90.1%) |
| herbicide_times
[integer] |
| Mean (sd) : 1.6 (1) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 5 | | IQR (CV) : 1 (0.6) |
|
| 0 | : | 79 | ( | 9.8% | ) | | 1 | : | 338 | ( | 42.0% | ) | | 2 | : | 274 | ( | 34.1% | ) | | 3 | : | 75 | ( | 9.3% | ) | | 4 | : | 36 | ( | 4.5% | ) | | 5 | : | 2 | ( | 0.2% | ) |
|
 |
413396
(99.8%) |
| herbicide_dates
[IDate,
Date] |
| min : 2014-06-25 | | med : 2017-12-05 | | max : 2022-01-02 | | range : 7y 6m 8d |
|
263 distinct values |
 |
412247
(99.5%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 28.8 (107.9) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 1200 | | IQR (CV) : 7.4 (3.7) |
|
143 distinct values |
 |
387133
(93.5%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
387069
(93.4%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. Unspecified | | 3. Hand hoeing | | 4. Mechanical | | 5. Chemical | | 6. Unclear | | 7. Yes | | 8. Sprayer | | 9. weeding | | 10. Hand | | [ 25 others ] |
|
| 400312 | ( | 96.6% | ) | | 4032 | ( | 1.0% | ) | | 3124 | ( | 0.8% | ) | | 1500 | ( | 0.4% | ) | | 1288 | ( | 0.3% | ) | | 1108 | ( | 0.3% | ) | | 528 | ( | 0.1% | ) | | 324 | ( | 0.1% | ) | | 287 | ( | 0.1% | ) | | 256 | ( | 0.1% | ) | | 1441 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 0.7 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 3 | | IQR (CV) : 1 (1.6) |
|
| 0 | : | 6356 | ( | 68.6% | ) | | 1 | : | 727 | ( | 7.8% | ) | | 2 | : | 797 | ( | 8.6% | ) | | 3 | : | 1382 | ( | 14.9% | ) |
|
 |
404938
(97.8%) |
| weeding_dates
[character] |
| 1. (Empty string) | | 2. 2015-06-25 | | 3. 2015-07-20 | | 4. 2011-12-29 | | 5. 2015-11-20 | | 6. 2011-12-28 | | 7. 2012-01-05 | | 8. 2012-01-22 | | 9. 2012-01-26 | | 10. 2012-02-07 | | [ 243 others ] |
|
| 412289 | ( | 99.5% | ) | | 95 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 1509 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| weeding_implement
[character] |
| 1. (Empty string) | | 2. hoe | | 3. manual | | 4. unknown |
|
| 413005 | ( | 99.7% | ) | | 738 | ( | 0.2% | ) | | 112 | ( | 0.0% | ) | | 345 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
402556
(97.2%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. unknown | | 3. chlorpyrifos | | 4. Get-cut | | 5. Darsban (Chloropyrip | | 6. none | | 7. lambda-cyhalothrin | | 8. beta-cyfluthrin | | 9. phosmet | | 10. malathion | | [ 17 others ] |
|
| 411400 | ( | 99.3% | ) | | 760 | ( | 0.2% | ) | | 537 | ( | 0.1% | ) | | 258 | ( | 0.1% | ) | | 188 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 116 | ( | 0.0% | ) | | 112 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 77 | ( | 0.0% | ) | | 510 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| insecticide_dates
[IDate,
Date] |
| min : 1999-01-01 | | med : 2015-08-01 | | max : 2017-10-27 | | range : 18y 9m 26d |
|
83 distinct values |
 |
413289
(99.8%) |
| insecticide_times
[integer] |
| Mean (sd) : 1.8 (1.4) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 12 | | IQR (CV) : 1 (0.8) |
|
11 distinct values |
 |
413396
(99.8%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 3.8 (59) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 1875 | | IQR (CV) : 1.2 (15.3) |
|
20 distinct values |
 |
412097
(99.5%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 413353 | ( | 99.8% | ) | | 776 | ( | 0.2% | ) | | 71 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fungicide_used
[logical] |
|
|
 |
404297
(97.6%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. carboxin | | 3. metalaxyl | | 4. chlorothalonil | | 5. iprodione | | 6. thiram | | 7. thiabendazole | | 8. trifloxystrobin;tebu | | 9. difenoconazole | | 10. unknown | | [ 6 others ] |
|
| 413462 | ( | 99.8% | ) | | 186 | ( | 0.0% | ) | | 94 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 56 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| fungicide_times
[integer] |
| Mean (sd) : 0.2 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 3 | | IQR (CV) : 0 (2.6) |
|
| 0 | : | 685 | ( | 85.2% | ) | | 1 | : | 100 | ( | 12.4% | ) | | 2 | : | 18 | ( | 2.2% | ) | | 3 | : | 1 | ( | 0.1% | ) |
|
 |
413396
(99.8%) |
| fungicide_amount
[numeric] |
| Mean (sd) : 59 (109.4) | | min ≤ med ≤ max: | | 0.8 ≤ 4.1 ≤ 600 | | IQR (CV) : 48 (1.9) |
|
17 distinct values |
 |
413898
(99.9%) |
| mulch
[integer] |
| Mean (sd) : 2041.6 (2163) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
412318
(99.5%) |
| mulch_type
[character] |
| 1. (Empty string) | | 2. ? | | 3. cotton | | 4. forest | | 5. gramineae | | 6. gramineae+legume | | 7. legume | | 8. no mulch | | 9. straw |
|
| 412042 | ( | 99.5% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.3% | ) | | 292 | ( | 0.1% | ) | | 184 | ( | 0.0% | ) | | 447 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| depth
[integer] |
| Mean (sd) : 12.5 (5.6) | | min ≤ med ≤ max: | | 5 ≤ 12.5 ≤ 20 | | IQR (CV) : 7.5 (0.4) |
|
| 5 | : | 424 | ( | 25.0% | ) | | 10 | : | 424 | ( | 25.0% | ) | | 15 | : | 424 | ( | 25.0% | ) | | 20 | : | 424 | ( | 25.0% | ) |
|
 |
412504
(99.6%) |
| depth_top
[integer] |
| Mean (sd) : 7 (13.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 40 | | IQR (CV) : 0 (1.9) |
|
| 0 | : | 13214 | ( | 75.5% | ) | | 5 | : | 96 | ( | 0.5% | ) | | 10 | : | 188 | ( | 1.1% | ) | | 20 | : | 2006 | ( | 11.5% | ) | | 40 | : | 2006 | ( | 11.5% | ) |
|
 |
396690
(95.8%) |
| depth_bottom
[integer] |
| Mean (sd) : 17.9 (9.8) | | min ≤ med ≤ max: | | 0 ≤ 20 ≤ 90 | | IQR (CV) : 5 (0.5) |
|
14 distinct values |
 |
396748
(95.8%) |
| soil_depth
[numeric] |
| Mean (sd) : 37.8 (17.7) | | min ≤ med ≤ max: | | 0 ≤ 31.5 ≤ 80 | | IQR (CV) : 36.7 (0.5) |
|
63 distinct values |
 |
413220
(99.8%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. Acrisols | | 3. Ferralsols | | 4. Silty clay loam | | 5. Cambisols | | 6. Lixisols | | 7. Vertisols | | 8. Nitosols Andosols | | 9. Luvisols | | 10. Calcisols | | [ 151 others ] |
|
| 344416 | ( | 83.2% | ) | | 8966 | ( | 2.2% | ) | | 4749 | ( | 1.1% | ) | | 4523 | ( | 1.1% | ) | | 3816 | ( | 0.9% | ) | | 3364 | ( | 0.8% | ) | | 3079 | ( | 0.7% | ) | | 2320 | ( | 0.6% | ) | | 2239 | ( | 0.5% | ) | | 1600 | ( | 0.4% | ) | | 35128 | ( | 8.5% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.1 (1) | | min ≤ med ≤ max: | | 0 ≤ 5.9 ≤ 8.7 | | IQR (CV) : 1.3 (0.2) |
|
793 distinct values |
 |
317871
(76.7%) |
| soil_pH_KCl
[numeric] |
| Mean (sd) : 6.4 (1) | | min ≤ med ≤ max: | | 4.1 ≤ 6.6 ≤ 7.8 | | IQR (CV) : 1.5 (0.1) |
|
25 distinct values |
 |
413656
(99.9%) |
| soil_pH_CaCl2
[numeric] |
| Mean (sd) : 5.6 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 8.4 | | IQR (CV) : 1.6 (0.2) |
|
116 distinct values |
 |
402373
(97.1%) |
| soil_sand
[numeric] |
| Mean (sd) : 56.4 (45.8) | | min ≤ med ≤ max: | | 0 ≤ 52.5 ≤ 862.6 | | IQR (CV) : 39 (0.8) |
|
1038 distinct values |
 |
341492
(82.4%) |
| soil_clay
[numeric] |
| Mean (sd) : 29.2 (37.9) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 764.3 | | IQR (CV) : 22.5 (1.3) |
|
651 distinct values |
 |
330143
(79.7%) |
| soil_silt
[numeric] |
| Mean (sd) : 22.6 (30.8) | | min ≤ med ≤ max: | | 0 ≤ 12.2 ≤ 340.4 | | IQR (CV) : 21.2 (1.4) |
|
462 distinct values |
 |
369565
(89.2%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. sandy loam | | 3. clay | | 4. sandy clay loam | | 5. medium | | 6. sand | | 7. loamy sand | | 8. loam | | 9. clay loam | | 10. silt | | [ 14 others ] |
|
| 374730 | ( | 90.5% | ) | | 8897 | ( | 2.1% | ) | | 6568 | ( | 1.6% | ) | | 5776 | ( | 1.4% | ) | | 4426 | ( | 1.1% | ) | | 3833 | ( | 0.9% | ) | | 2984 | ( | 0.7% | ) | | 2772 | ( | 0.7% | ) | | 1555 | ( | 0.4% | ) | | 1028 | ( | 0.2% | ) | | 1631 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| soil_sand_coarse
[numeric] |
| Mean (sd) : 43.5 (9.3) | | min ≤ med ≤ max: | | 23 ≤ 46.3 ≤ 58.2 | | IQR (CV) : 7.1 (0.2) |
|
35 distinct values |
 |
413784
(99.9%) |
| soil_sand_fine
[numeric] |
| Mean (sd) : 28.5 (6.9) | | min ≤ med ≤ max: | | 13 ≤ 29.2 ≤ 40 | | IQR (CV) : 7.9 (0.2) |
|
34 distinct values |
 |
413784
(99.9%) |
| soil_silt_coarse
[numeric] |
| Mean (sd) : 16.6 (4.1) | | min ≤ med ≤ max: | | 12.3 ≤ 15.1 ≤ 29.4 | | IQR (CV) : 5.3 (0.2) |
|
30 distinct values |
 |
413784
(99.9%) |
| soil_silt_fine
[numeric] |
| Mean (sd) : 4.6 (0.7) | | min ≤ med ≤ max: | | 2.9 ≤ 4.6 ≤ 6.2 | | IQR (CV) : 1 (0.2) |
|
25 distinct values |
 |
413784
(99.9%) |
| soil_SOM
[numeric] |
| Mean (sd) : 3 (4.1) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 59 | | IQR (CV) : 1.7 (1.4) |
|
588 distinct values |
 |
387071
(93.5%) |
| soil_C_total
[numeric] |
| Mean (sd) : 2 (1) | | min ≤ med ≤ max: | | 0.3 ≤ 1.9 ≤ 5.5 | | IQR (CV) : 1.4 (0.5) |
|
247 distinct values |
 |
413222
(99.8%) |
| soil_SOC
[numeric] |
| Mean (sd) : 4.7 (22.4) | | min ≤ med ≤ max: | | 0 ≤ 1.4 ≤ 570 | | IQR (CV) : 1.6 (4.7) |
|
1248 distinct values |
 |
342282
(82.6%) |
| soil_N
[numeric] |
| Mean (sd) : 590.2 (2552.6) | | min ≤ med ≤ max: | | -1.1 ≤ 3.7 ≤ 209205 | | IQR (CV) : 899.8 (4.3) |
|
5051 distinct values |
 |
345821
(83.5%) |
| soil_NO3
[numeric] |
| Mean (sd) : 5.6 (6.5) | | min ≤ med ≤ max: | | -0.4 ≤ 3.3 ≤ 154.9 | | IQR (CV) : 6.5 (1.2) |
|
3500 distinct values |
 |
408988
(98.7%) |
| soil_NH4
[numeric] |
| Mean (sd) : 5.8 (8.7) | | min ≤ med ≤ max: | | -1 ≤ 2.8 ≤ 126.2 | | IQR (CV) : 5.6 (1.5) |
|
3504 distinct values |
 |
408988
(98.7%) |
| soil_K
[numeric] |
| Mean (sd) : 2212.5 (16790.6) | | min ≤ med ≤ max: | | 0 ≤ 118 ≤ 3e+05 | | IQR (CV) : 252.5 (7.6) |
|
1264 distinct values |
 |
388893
(93.9%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 6.2 (36.1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 515.3 | | IQR (CV) : 0.2 (5.8) |
|
159 distinct values |
 |
387668
(93.6%) |
| soil_P
[numeric] |
| Mean (sd) : 51.4 (984.2) | | min ≤ med ≤ max: | | 0 ≤ 6.9 ≤ 46000 | | IQR (CV) : 11.8 (19.1) |
|
1644 distinct values |
 |
370439
(89.4%) |
| soil_P_method
[character] |
| 1. (Empty string) | | 2. Olsen | | 3. Bray I | | 4. Bray1 | | 5. Bray | | 6. Mehlich3 | | 7. AB-DTPA | | 8. Mehlich 3 | | 9. P-Olsen | | 10. DTPA | | [ 2 others ] |
|
| 400949 | ( | 96.8% | ) | | 11362 | ( | 2.7% | ) | | 952 | ( | 0.2% | ) | | 301 | ( | 0.1% | ) | | 236 | ( | 0.1% | ) | | 188 | ( | 0.0% | ) | | 71 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 38 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 26 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_P_total
[numeric] |
| Mean (sd) : 28.5 (67) | | min ≤ med ≤ max: | | 0 ≤ 11.4 ≤ 1630 | | IQR (CV) : 22.2 (2.3) |
|
568 distinct values |
 |
404516
(97.7%) |
| soil_Ca
[numeric] |
| Mean (sd) : 17097.3 (186292.2) | | min ≤ med ≤ max: | | 0.1 ≤ 330 ≤ 2734000 | | IQR (CV) : 2072.3 (10.9) |
|
702 distinct values |
|
403190
(97.3%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 3.5 (2.3) | | min ≤ med ≤ max: | | 0.6 ≤ 3 ≤ 9.4 | | IQR (CV) : 2.8 (0.6) |
|
52 distinct values |
 |
389217
(94.0%) |
| soil_Mg
[numeric] |
| Mean (sd) : 1752.7 (18921.7) | | min ≤ med ≤ max: | | 0.1 ≤ 96 ≤ 357000 | | IQR (CV) : 261.8 (10.8) |
|
709 distinct values |
 |
403095
(97.3%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 0.9 (0.5) | | min ≤ med ≤ max: | | 0.1 ≤ 0.8 ≤ 2.1 | | IQR (CV) : 0.6 (0.6) |
|
45 distinct values |
 |
389217
(94.0%) |
| soil_B
[numeric] |
| Mean (sd) : 16.5 (129) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 2000 | | IQR (CV) : 0.8 (7.8) |
|
334 distinct values |
 |
409355
(98.8%) |
| soil_Cu
[numeric] |
| Mean (sd) : 52.2 (366.8) | | min ≤ med ≤ max: | | 0.2 ≤ 1.6 ≤ 3770 | | IQR (CV) : 3.4 (7) |
|
303 distinct values |
 |
409552
(98.9%) |
| soil_Mn
[numeric] |
| Mean (sd) : 890.4 (6933) | | min ≤ med ≤ max: | | 0 ≤ 11.3 ≤ 85000 | | IQR (CV) : 66.1 (7.8) |
|
433 distinct values |
|
408819
(98.7%) |
| soil_Mo
[integer] |
1 distinct value |
|
 |
414180
(100.0%) |
| soil_Fe
[numeric] |
| Mean (sd) : 1562.2 (15743.4) | | min ≤ med ≤ max: | | 0 ≤ 36.3 ≤ 284000 | | IQR (CV) : 112.6 (10.1) |
|
471 distinct values |
 |
405599
(97.9%) |
| soil_S
[numeric] |
| Mean (sd) : 159.9 (1194.3) | | min ≤ med ≤ max: | | 0.7 ≤ 10.4 ≤ 14000 | | IQR (CV) : 12.6 (7.5) |
|
326 distinct values |
|
408736
(98.7%) |
| soil_Zn
[numeric] |
| Mean (sd) : 24.2 (277.8) | | min ≤ med ≤ max: | | 0 ≤ 2.1 ≤ 8030 | | IQR (CV) : 3.9 (11.5) |
|
446 distinct values |
|
400243
(96.6%) |
| soil_Na
[numeric] |
| Mean (sd) : 438 (2960.4) | | min ≤ med ≤ max: | | 0 ≤ 7.9 ≤ 95000 | | IQR (CV) : 135.9 (6.8) |
|
188 distinct values |
 |
409932
(99.0%) |
| soil_Al
[numeric] |
| Mean (sd) : 34448.3 (112921.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 503000 | | IQR (CV) : 0 (3.3) |
|
68 distinct values |
 |
413272
(99.8%) |
| soil_Al_exch
[numeric] |
| Mean (sd) : 0.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 4 | | IQR (CV) : 1 (1.3) |
|
12 distinct values |
 |
414160
(100.0%) |
| soil_EC
[numeric] |
| Mean (sd) : 11.4 (23.6) | | min ≤ med ≤ max: | | 0 ≤ 1.9 ≤ 125 | | IQR (CV) : 3.7 (2.1) |
|
883 distinct values |
 |
411113
(99.3%) |
| soil_bd
[numeric] |
| Mean (sd) : 460.3 (7264.3) | | min ≤ med ≤ max: | | 0 ≤ 1.4 ≤ 141000 | | IQR (CV) : 3.9 (15.8) |
|
107 distinct values |
|
411191
(99.3%) |
| soil_CEC
[numeric] |
| Mean (sd) : 17 (10.9) | | min ≤ med ≤ max: | | 0 ≤ 17.9 ≤ 50.8 | | IQR (CV) : 20.3 (0.6) |
|
314 distinct values |
 |
406256
(98.1%) |
| soil_ECEC
[numeric] |
| Mean (sd) : 7.4 (5.1) | | min ≤ med ≤ max: | | 1 ≤ 4.7 ≤ 22.5 | | IQR (CV) : 8.3 (0.7) |
|
162 distinct values |
 |
413276
(99.8%) |
| soil_CEC.1
[numeric] |
| Mean (sd) : 17 (10.9) | | min ≤ med ≤ max: | | 0 ≤ 17.9 ≤ 50.8 | | IQR (CV) : 20.3 (0.6) |
|
314 distinct values |
 |
406256
(98.1%) |
| soil_color
[character] |
| 1. (Empty string) | | 2. black | | 3. brown | | 4. light black | | 5. dark grey | | 6. dark brown | | 7. grey | | 8. light brown | | 9. olive brown | | 10. brown and grey | | [ 7 others ] |
|
| 411652 | ( | 99.4% | ) | | 691 | ( | 0.2% | ) | | 533 | ( | 0.1% | ) | | 493 | ( | 0.1% | ) | | 221 | ( | 0.1% | ) | | 194 | ( | 0.0% | ) | | 153 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 56 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 82 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_quality
[character] |
| 1. (Empty string) | | 2. better | | 3. same |
|
| 414120 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 414032 | ( | 100.0% | ) | | 62 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_constraint
[character] |
| 1. (Empty string) | | 2. acidic | | 3. do not know | | 4. none | | 5. saline |
|
| 412022 | ( | 99.5% | ) | | 250 | ( | 0.1% | ) | | 105 | ( | 0.0% | ) | | 1717 | ( | 0.4% | ) | | 106 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_ex_acidity
[numeric] |
| Mean (sd) : 0.8 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 5.8 | | IQR (CV) : 0.7 (1.4) |
|
71 distinct values |
 |
413747
(99.9%) |
| soil_Al_sat
[numeric] |
| Mean (sd) : 16 (21.1) | | min ≤ med ≤ max: | | 0 ≤ 3.2 ≤ 67.8 | | IQR (CV) : 30.6 (1.3) |
|
12 distinct values |
 |
414160
(100.0%) |
| soil_WHC_sat
[numeric] |
| Mean (sd) : 2.8 (6.9) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 37 | | IQR (CV) : 0.2 (2.5) |
|
8 distinct values |
 |
413923
(99.9%) |
| soil_MBC
[integer] |
| Mean (sd) : 952.9 (281.3) | | min ≤ med ≤ max: | | 444 ≤ 953.5 ≤ 1433 | | IQR (CV) : 398.8 (0.3) |
|
23 distinct values |
 |
414128
(100.0%) |
| soil_N_total
[integer] |
| Mean (sd) : 1015.3 (887.6) | | min ≤ med ≤ max: | | 130 ≤ 540 ≤ 5320 | | IQR (CV) : 1555 (0.9) |
|
253 distinct values |
 |
412484
(99.6%) |
| soil_CO2
[numeric] |
| Mean (sd) : 7.6 (4.4) | | min ≤ med ≤ max: | | 3.6 ≤ 4.2 ≤ 14.6 | | IQR (CV) : 7.5 (0.6) |
|
8 distinct values |
 |
414113
(100.0%) |
| soil_N2O
[numeric] |
| Mean (sd) : 4.4 (3.1) | | min ≤ med ≤ max: | | 0.9 ≤ 3.5 ≤ 16.8 | | IQR (CV) : 3.1 (0.7) |
|
31 distinct values |
 |
410101
(99.0%) |
| soil_NO
[numeric] |
| Mean (sd) : 0.6 (0.5) | | min ≤ med ≤ max: | | 0.2 ≤ 0.4 ≤ 1.7 | | IQR (CV) : 0.3 (0.9) |
|
8 distinct values |
 |
414113
(100.0%) |
| soil_protein
[numeric] |
| Mean (sd) : 4.7 (1.8) | | min ≤ med ≤ max: | | 1.5 ≤ 4.4 ≤ 14.8 | | IQR (CV) : 2.4 (0.4) |
|
376 distinct values |
 |
413421
(99.8%) |
| hhid
[character] |
| 1. (Empty string) | | 2. n/a | | 3. 12555 | | 4. 12190 | | 5. 43826 | | 6. 21405 | | 7. 16889 | | 8. 44219 | | 9. 20170 | | 10. 44218 | | [ 1291 others ] |
|
| 410358 | ( | 99.1% | ) | | 403 | ( | 0.1% | ) | | 104 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 75 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 2975 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| farmland
[numeric] |
| Mean (sd) : 16.4 (20.8) | | min ≤ med ≤ max: | | 0 ≤ 8 ≤ 120 | | IQR (CV) : 16 (1.3) |
|
219 distinct values |
 |
411813
(99.4%) |
| cropland_owned
[integer] |
| Mean (sd) : 10727.3 (4674.1) | | min ≤ med ≤ max: | | 1600 ≤ 12000 ≤ 26000 | | IQR (CV) : 4000 (0.4) |
|
27 distinct values |
 |
409955
(99.0%) |
| field_id
[integer] |
| Mean (sd) : 3099.1 (1821.3) | | min ≤ med ≤ max: | | 1 ≤ 3059 ≤ 6288 | | IQR (CV) : 3092 (0.6) |
|
5689 distinct values |
 |
408511
(98.6%) |
| station_name
[character] |
| 1. (Empty string) | | 2. Cimel | | 3. ICRISAT_PAT | | 4. QWAQWA; UNIQWA |
|
| 409126 | ( | 98.8% | ) | | 4225 | ( | 1.0% | ) | | 244 | ( | 0.1% | ) | | 605 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| prec
[numeric] |
| Mean (sd) : 15 (83) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 932 | | IQR (CV) : 0.6 (5.5) |
|
1130 distinct values |
 |
391383
(94.5%) |
| temp
[numeric] |
| Mean (sd) : 21.3 (4.7) | | min ≤ med ≤ max: | | 1.5 ≤ 22.1 ≤ 33.7 | | IQR (CV) : 4 (0.2) |
|
3403 distinct values |
 |
361945
(87.4%) |
| tmin
[numeric] |
| Mean (sd) : 17.5 (9.7) | | min ≤ med ≤ max: | | -22.9 ≤ 17.1 ≤ 77.4 | | IQR (CV) : 7 (0.6) |
|
3645 distinct values |
 |
366544
(88.5%) |
| tmax
[numeric] |
| Mean (sd) : 30.4 (11.8) | | min ≤ med ≤ max: | | -6.7 ≤ 28.6 ≤ 105 | | IQR (CV) : 6.3 (0.4) |
|
4277 distinct values |
 |
360851
(87.1%) |
| dewp
[numeric] |
| Mean (sd) : 13.4 (3) | | min ≤ med ≤ max: | | 2.9 ≤ 13.5 ≤ 19.6 | | IQR (CV) : 4.4 (0.2) |
|
747 distinct values |
 |
412378
(99.6%) |
| rhum
[numeric] |
| Mean (sd) : 72.8 (13.8) | | min ≤ med ≤ max: | | 20 ≤ 74.9 ≤ 100 | | IQR (CV) : 19.2 (0.2) |
|
5045 distinct values |
 |
401227
(96.9%) |
| rhmn
[numeric] |
| Mean (sd) : 41.4 (16.7) | | min ≤ med ≤ max: | | 0.6 ≤ 41.5 ≤ 97 | | IQR (CV) : 26 (0.4) |
|
999 distinct values |
 |
409155
(98.8%) |
| rhmx
[numeric] |
| Mean (sd) : 92.2 (9.7) | | min ≤ med ≤ max: | | 21.8 ≤ 96 ≤ 100 | | IQR (CV) : 11.5 (0.1) |
|
660 distinct values |
 |
409152
(98.8%) |
| irad
[numeric] |
| Mean (sd) : 130.9 (97.9) | | min ≤ med ≤ max: | | -11.6 ≤ 109.4 ≤ 360.1 | | IQR (CV) : 168.2 (0.7) |
|
1434 distinct values |
 |
412006
(99.5%) |
| srad
[numeric] |
| Mean (sd) : 209.6 (245.9) | | min ≤ med ≤ max: | | -41.9 ≤ 26.2 ≤ 1204.8 | | IQR (CV) : 439.4 (1.2) |
|
9226 distinct values |
 |
386430
(93.3%) |
| wspd
[numeric] |
| Mean (sd) : 26.8 (29.7) | | min ≤ med ≤ max: | | 0 ≤ 15.8 ≤ 611 | | IQR (CV) : 43.7 (1.1) |
|
5311 distinct values |
 |
391185
(94.4%) |
| wspdmx
[numeric] |
| Mean (sd) : 7 (2.3) | | min ≤ med ≤ max: | | 0 ≤ 7 ≤ 28 | | IQR (CV) : 2 (0.3) |
|
728 distinct values |
 |
410001
(99.0%) |
| wdir
[numeric] |
| Mean (sd) : 148.1 (77.3) | | min ≤ med ≤ max: | | 6.7 ≤ 133.8 ≤ 358 | | IQR (CV) : 132.6 (0.5) |
|
755 distinct values |
 |
412470
(99.6%) |
| wgst
[numeric] |
| Mean (sd) : 2.7 (3.6) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 30.8 | | IQR (CV) : 3.1 (1.4) |
|
1026 distinct values |
 |
411850
(99.4%) |
| ETo
[numeric] |
| Mean (sd) : 3.5 (1.7) | | min ≤ med ≤ max: | | 0.4 ≤ 3.5 ≤ 10.3 | | IQR (CV) : 2.5 (0.5) |
|
3823 distinct values |
 |
408752
(98.7%) |