| date
[character] |
| 1. (Empty string) | | 2. 2017-12-19 | | 3. 2018-01-06 | | 4. 2016-12-13 | | 5. 2014 | | 6. 2015 | | 7. 2017-01-03 | | 8. 2017-03-21 | | 9. 2018-03-29 | | 10. 2018-04-04 | | [ 79 others ] |
|
| 497954 | ( | 99.3% | ) | | 264 | ( | 0.1% | ) | | 168 | ( | 0.0% | ) | | 132 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 2476 | ( | 0.5% | ) |
|
 |
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. Kihara_et al. 2017_M | | 9. Wang et al. (2011) | | 10. Katuuramu et al. 202 | | [ 1365 others ] |
|
| 440857 | ( | 87.9% | ) | | 5406 | ( | 1.1% | ) | | 2279 | ( | 0.5% | ) | | 2011 | ( | 0.4% | ) | | 1919 | ( | 0.4% | ) | | 1280 | ( | 0.3% | ) | | 893 | ( | 0.2% | ) | | 767 | ( | 0.2% | ) | | 733 | ( | 0.1% | ) | | 648 | ( | 0.1% | ) | | 44757 | ( | 8.9% | ) |
|
 |
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 |
 |
499090
(99.5%) |
| 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 ] |
|
| 501532 | ( | 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 |
|
| 501532 | ( | 100.0% | ) | | 2 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| plot_id
[character] |
| 1. (Empty string) | | 2. 9 | | 3. 1 | | 4. 8 | | 5. 2 | | 6. 7 | | 7. 6 | | 8. 3 | | 9. 4 | | 10. 10 | | [ 48761 others ] |
|
| 355929 | ( | 71.0% | ) | | 706 | ( | 0.1% | ) | | 699 | ( | 0.1% | ) | | 678 | ( | 0.1% | ) | | 677 | ( | 0.1% | ) | | 677 | ( | 0.1% | ) | | 675 | ( | 0.1% | ) | | 672 | ( | 0.1% | ) | | 668 | ( | 0.1% | ) | | 662 | ( | 0.1% | ) | | 139507 | ( | 27.8% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2016 | | 6. 2017 | | 7. 2019 | | 8. 2018 | | 9. 2015-06-16 | | 10. 2012 | | [ 4380 others ] |
|
| 82292 | ( | 16.4% | ) | | 20981 | ( | 4.2% | ) | | 15796 | ( | 3.1% | ) | | 13391 | ( | 2.7% | ) | | 9021 | ( | 1.8% | ) | | 8891 | ( | 1.8% | ) | | 8750 | ( | 1.7% | ) | | 7032 | ( | 1.4% | ) | | 6419 | ( | 1.3% | ) | | 5536 | ( | 1.1% | ) | | 323441 | ( | 64.5% | ) |
|
 |
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 |
 |
497875
(99.3%) |
| transplanting_date
[IDate,
Date] |
| min : 1991-08-15 | | med : 2014-07-27 | | max : 2021-08-27 | | range : 30y 0m 12d |
|
465 distinct values |
 |
498427
(99.4%) |
| heading_date
[IDate,
Date] |
| min : 2012-02-07 | | med : 2012-02-17 | | max : 2013-02-12 | | range : 1y 0m 5d |
|
32 distinct values |
 |
500886
(99.9%) |
| flowering_date
[IDate,
Date] |
| min : 2005-05-24 | | med : 2016-09-02 | | max : 2019-08-05 | | range : 14y 2m 12d |
|
344 distinct values |
 |
497536
(99.2%) |
| maturity_date
[IDate,
Date] |
| min : 1998-11-25 | | med : 2016-11-11 | | max : 2019-10-29 | | range : 20y 11m 4d |
|
233 distinct values |
 |
498563
(99.4%) |
| 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 | | [ 4109 others ] |
|
| 218371 | ( | 43.5% | ) | | 7688 | ( | 1.5% | ) | | 7252 | ( | 1.4% | ) | | 4825 | ( | 1.0% | ) | | 4570 | ( | 0.9% | ) | | 4278 | ( | 0.9% | ) | | 4202 | ( | 0.8% | ) | | 4154 | ( | 0.8% | ) | | 4081 | ( | 0.8% | ) | | 3698 | ( | 0.7% | ) | | 238431 | ( | 47.5% | ) |
|
 |
0
(0.0%) |
| growth_stage
[character] |
| 1. (Empty string) | | 2. maize had six fully | | 3. Post maize harvestin |
|
| 501299 | ( | 99.9% | ) | | 68 | ( | 0.0% | ) | | 183 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| LTE_name
[character] |
| 1. (Empty string) | | 2. LTCCE-HP | | 3. WARDA |
|
| 487697 | ( | 97.2% | ) | | 13481 | ( | 2.7% | ) | | 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. 2017 | | [ 35 others ] |
|
| 459784 | ( | 91.7% | ) | | 6010 | ( | 1.2% | ) | | 4542 | ( | 0.9% | ) | | 4328 | ( | 0.9% | ) | | 3393 | ( | 0.7% | ) | | 2995 | ( | 0.6% | ) | | 2880 | ( | 0.6% | ) | | 2784 | ( | 0.6% | ) | | 2713 | ( | 0.5% | ) | | 2209 | ( | 0.4% | ) | | 9912 | ( | 2.0% | ) |
|
 |
0
(0.0%) |
| flooded
[logical] |
|
|
 |
500327
(99.8%) |
| on_farm
[logical] |
|
| 80175 | ( | 18.0% | ) | | 364669 | ( | 82.0% | ) |
|
 |
56706
(11.3%) |
| is_survey
[logical] |
|
|
 |
38407
(7.7%) |
| treatment
[character] |
| 1. (Empty string) | | 2. control | | 3. Check | | 4. CA+Mz/leg | | 5. CA+Mz | | 6. Germplasm | | 7. conventional tillage | | 8. reduced irrigation w | | 9. zero tillage | | 10. NPK | | [ 7743 others ] |
|
| 230533 | ( | 46.0% | ) | | 18427 | ( | 3.7% | ) | | 7994 | ( | 1.6% | ) | | 7949 | ( | 1.6% | ) | | 7916 | ( | 1.6% | ) | | 7753 | ( | 1.5% | ) | | 4500 | ( | 0.9% | ) | | 4500 | ( | 0.9% | ) | | 4500 | ( | 0.9% | ) | | 4402 | ( | 0.9% | ) | | 203076 | ( | 40.5% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 12.4 (64.1) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 757 | | IQR (CV) : 1 (5.2) |
|
758 distinct values |
 |
306773
(61.2%) |
| crop
[character] |
| 1. maize | | 2. cassava | | 3. common bean | | 4. wheat | | 5. (Empty string) | | 6. rice | | 7. soybean | | 8. durum wheat | | 9. sorghum | | 10. groundnut | | [ 121 others ] |
|
| 203203 | ( | 40.5% | ) | | 65065 | ( | 13.0% | ) | | 50368 | ( | 10.0% | ) | | 34636 | ( | 6.9% | ) | | 30705 | ( | 6.1% | ) | | 24596 | ( | 4.9% | ) | | 20678 | ( | 4.1% | ) | | 15056 | ( | 3.0% | ) | | 9729 | ( | 1.9% | ) | | 8119 | ( | 1.6% | ) | | 39395 | ( | 7.9% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. CRIOLLA (SEMILLA DE | | 3. CRIOLLO (BLANCO) | | 4. PINTO SALTILLO | | 5. TMS30572 | | 6. TME419 | | 7. OTRA (ESPECIFIQUE) | | 8. PAN 53 | | 9. ZM 523 | | 10. MH 30 | | [ 8153 others ] |
|
| 197695 | ( | 39.4% | ) | | 10912 | ( | 2.2% | ) | | 8807 | ( | 1.8% | ) | | 5817 | ( | 1.2% | ) | | 5096 | ( | 1.0% | ) | | 5088 | ( | 1.0% | ) | | 4913 | ( | 1.0% | ) | | 4209 | ( | 0.8% | ) | | 4155 | ( | 0.8% | ) | | 3956 | ( | 0.8% | ) | | 250902 | ( | 50.0% | ) |
|
 |
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 ] |
|
| 482252 | ( | 96.2% | ) | | 336 | ( | 0.1% | ) | | 332 | ( | 0.1% | ) | | 330 | ( | 0.1% | ) | | 214 | ( | 0.0% | ) | | 168 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 17486 | ( | 3.5% | ) |
|
 |
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 ] |
|
| 455628 | ( | 90.8% | ) | | 25008 | ( | 5.0% | ) | | 5782 | ( | 1.2% | ) | | 2381 | ( | 0.5% | ) | | 2275 | ( | 0.5% | ) | | 1270 | ( | 0.3% | ) | | 1179 | ( | 0.2% | ) | | 1090 | ( | 0.2% | ) | | 1069 | ( | 0.2% | ) | | 1005 | ( | 0.2% | ) | | 4863 | ( | 1.0% | ) |
|
 |
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 ] |
|
| 492418 | ( | 98.2% | ) | | 1760 | ( | 0.4% | ) | | 1276 | ( | 0.3% | ) | | 1112 | ( | 0.2% | ) | | 1086 | ( | 0.2% | ) | | 694 | ( | 0.1% | ) | | 536 | ( | 0.1% | ) | | 434 | ( | 0.1% | ) | | 326 | ( | 0.1% | ) | | 290 | ( | 0.1% | ) | | 1618 | ( | 0.3% | ) |
|
 |
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 ] |
|
| 405714 | ( | 80.9% | ) | | 53988 | ( | 10.8% | ) | | 20633 | ( | 4.1% | ) | | 7468 | ( | 1.5% | ) | | 3398 | ( | 0.7% | ) | | 1733 | ( | 0.3% | ) | | 1066 | ( | 0.2% | ) | | 897 | ( | 0.2% | ) | | 845 | ( | 0.2% | ) | | 738 | ( | 0.1% | ) | | 5070 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| intercrop_type
[character] |
| 1. (Empty string) | | 2. mixed | | 3. monocrop | | 4. none | | 5. strip | | 6. unknown |
|
| 498937 | ( | 99.5% | ) | | 1658 | ( | 0.3% | ) | | 19 | ( | 0.0% | ) | | 160 | ( | 0.0% | ) | | 744 | ( | 0.1% | ) | | 32 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. cowpea | | 4. rice | | 5. soybean | | 6. wheat | | 7. common bean | | 8. groundnut | | 9. faba bean | | 10. faba bean; potato | | [ 84 others ] |
|
| 462470 | ( | 92.2% | ) | | 10983 | ( | 2.2% | ) | | 7345 | ( | 1.5% | ) | | 2788 | ( | 0.6% | ) | | 2493 | ( | 0.5% | ) | | 1961 | ( | 0.4% | ) | | 1722 | ( | 0.3% | ) | | 1590 | ( | 0.3% | ) | | 1152 | ( | 0.2% | ) | | 1152 | ( | 0.2% | ) | | 7894 | ( | 1.6% | ) |
|
 |
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 | | [ 90 others ] |
|
| 471174 | ( | 93.9% | ) | | 6534 | ( | 1.3% | ) | | 5618 | ( | 1.1% | ) | | 2528 | ( | 0.5% | ) | | 2135 | ( | 0.4% | ) | | 1766 | ( | 0.4% | ) | | 1476 | ( | 0.3% | ) | | 1084 | ( | 0.2% | ) | | 1078 | ( | 0.2% | ) | | 1005 | ( | 0.2% | ) | | 7152 | ( | 1.4% | ) |
|
 |
0
(0.0%) |
| 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 |
 |
496609
(99.0%) |
| dmy_stems
[numeric] |
| Mean (sd) : 4558.4 (2561.8) | | min ≤ med ≤ max: | | 0 ≤ 4282.6 ≤ 36140.6 | | IQR (CV) : 2913.6 (0.6) |
|
10489 distinct values |
 |
476936
(95.1%) |
| 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 |
 |
499259
(99.5%) |
| 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 |
 |
494815
(98.7%) |
| dmy_total
[numeric] |
| Mean (sd) : 6757.8 (7675.2) | | min ≤ med ≤ max: | | 0 ≤ 4607 ≤ 80721 | | IQR (CV) : 9737.4 (1.1) |
|
20532 distinct values |
 |
472323
(94.2%) |
| dmy_residue
[numeric] |
| Mean (sd) : 4945.2 (4242) | | min ≤ med ≤ max: | | 0 ≤ 3777.4 ≤ 33160 | | IQR (CV) : 5812.8 (0.9) |
|
7941 distinct values |
 |
491757
(98.0%) |
| fwy_roots
[numeric] |
| Mean (sd) : 19882.1 (8424.4) | | min ≤ med ≤ max: | | 220 ≤ 19940 ≤ 67300 | | IQR (CV) : 11520 (0.4) |
|
3683 distinct values |
 |
474319
(94.6%) |
| fwy_stems
[numeric] |
| Mean (sd) : 10953.9 (6410.2) | | min ≤ med ≤ max: | | 130 ≤ 9800 ≤ 43931 | | IQR (CV) : 8553 (0.6) |
|
6964 distinct values |
 |
457443
(91.2%) |
| 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 |
 |
497704
(99.2%) |
| 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 |
 |
482224
(96.1%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3716.1 (3841.1) | | min ≤ med ≤ max: | | 0 ≤ 3030 ≤ 111903.6 | | IQR (CV) : 4311.6 (1) |
|
31713 distinct values |
 |
459365
(91.6%) |
| yield_part
[character] |
| 1. grain | | 2. (Empty string) | | 3. roots | | 4. seed | | 5. none | | 6. pod | | 7. tubers | | 8. aboveground biomass | | 9. leaves | | 10. stems | | [ 2 others ] |
|
| 235840 | ( | 47.0% | ) | | 148409 | ( | 29.6% | ) | | 63756 | ( | 12.7% | ) | | 31437 | ( | 6.3% | ) | | 11593 | ( | 2.3% | ) | | 5352 | ( | 1.1% | ) | | 4093 | ( | 0.8% | ) | | 540 | ( | 0.1% | ) | | 357 | ( | 0.1% | ) | | 63 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 6595.2 (10142.6) | | min ≤ med ≤ max: | | -317.2 ≤ 3772.4 ≤ 813666.7 | | IQR (CV) : 5488 (1.5) |
|
95986 distinct values |
 |
68458
(13.6%) |
| yield_moisture
[numeric] |
| Mean (sd) : 20.5 (24.3) | | min ≤ med ≤ max: | | 0 ≤ 12.5 ≤ 100 | | IQR (CV) : 1.5 (1.2) |
|
908 distinct values |
 |
459224
(91.6%) |
| yield_isfresh
[logical] |
|
|
 |
467691
(93.2%) |
| yield_marketable
[numeric] |
| Mean (sd) : 14580.6 (8457.6) | | min ≤ med ≤ max: | | 0 ≤ 14210 ≤ 115554.4 | | IQR (CV) : 12480 (0.6) |
|
1200 distinct values |
 |
493347
(98.4%) |
| 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 |
 |
501220
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 105.8 (137) | | min ≤ med ≤ max: | | 0 ≤ 40.4 ≤ 910 | | IQR (CV) : 98.7 (1.3) |
|
4799 distinct values |
 |
480444
(95.8%) |
| fertilizer_used
[logical] |
|
|
 |
491582
(98.0%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. unknown | | 3. urea | | 4. ZnSO4 | | 5. SSP | | 6. none | | 7. DAP | | 8. TSP | | 9. DAP;urea | | 10. urea;DAP;SOP;ZnSO4 | | [ 4821 others ] |
|
| 303228 | ( | 60.5% | ) | | 15234 | ( | 3.0% | ) | | 14946 | ( | 3.0% | ) | | 13640 | ( | 2.7% | ) | | 11150 | ( | 2.2% | ) | | 10797 | ( | 2.2% | ) | | 10100 | ( | 2.0% | ) | | 7289 | ( | 1.5% | ) | | 5863 | ( | 1.2% | ) | | 4622 | ( | 0.9% | ) | | 104681 | ( | 20.9% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[character] |
| 1. (Empty string) | | 2. 2016-07-08;2016-07-2 | | 3. 2015-08-20 | | 4. 2012-07-15 | | 5. 2012-07-20;2012-07-2 | | 6. 2012-07-20 | | 7. 2012-07-10 | | 8. 2013-07-10 | | 9. 2013-07-20 | | 10. 2012-07-15;2012-07-1 | | [ 28512 others ] |
|
| 423270 | ( | 84.4% | ) | | 1449 | ( | 0.3% | ) | | 173 | ( | 0.0% | ) | | 149 | ( | 0.0% | ) | | 143 | ( | 0.0% | ) | | 131 | ( | 0.0% | ) | | 127 | ( | 0.0% | ) | | 123 | ( | 0.0% | ) | | 106 | ( | 0.0% | ) | | 105 | ( | 0.0% | ) | | 75774 | ( | 15.1% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 303 (175.3) | | min ≤ med ≤ max: | | 0 ≤ 337.5 ≤ 947.9 | | IQR (CV) : 340 (0.6) |
|
38 distinct values |
 |
499454
(99.6%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. NA;NA | | 3. NA;NA;NA | | 4. BURIED IN THE SOIL;B | | 5. BURIED IN THE SOIL | | 6. NA;NA;NA;NA | | 7. ON THE SURFACE;ON TH | | 8. ON THE SURFACE | | 9. BURIED IN THE SOIL;B | | 10. ON THE SURFACE;ON TH | | [ 295 others ] |
|
| 435610 | ( | 86.9% | ) | | 13186 | ( | 2.6% | ) | | 10542 | ( | 2.1% | ) | | 5418 | ( | 1.1% | ) | | 5270 | ( | 1.1% | ) | | 4664 | ( | 0.9% | ) | | 3661 | ( | 0.7% | ) | | 3574 | ( | 0.7% | ) | | 2695 | ( | 0.5% | ) | | 2515 | ( | 0.5% | ) | | 14415 | ( | 2.9% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 77.6 (77.5) | | min ≤ med ≤ max: | | 0 ≤ 63 ≤ 1000 | | IQR (CV) : 104.5 (1) |
|
5695 distinct values |
 |
178921
(35.7%) |
| N_splits
[integer] |
| Mean (sd) : 2.2 (1.3) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 25 | | IQR (CV) : 2 (0.6) |
|
20 distinct values |
 |
403268
(80.4%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 24.6 (31.4) | | min ≤ med ≤ max: | | 0 ≤ 20 ≤ 1275.7 | | IQR (CV) : 28.1 (1.3) |
|
2257 distinct values |
 |
183011
(36.5%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 20.5 (58.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4303.5 | | IQR (CV) : 30 (2.9) |
|
1463 distinct values |
 |
203946
(40.7%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2.2 (11.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2795 | | IQR (CV) : 5 (5.3) |
|
215 distinct values |
 |
435687
(86.9%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 7.2 (23.5) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 1014.4 | | IQR (CV) : 4 (3.3) |
|
251 distinct values |
 |
436312
(87.0%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.3 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5 | | IQR (CV) : 0 (2.8) |
|
57 distinct values |
 |
477648
(95.2%) |
| Ca_fertilizer
[numeric] |
| Mean (sd) : 11.6 (77.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1244.6 | | IQR (CV) : 0 (6.7) |
|
191 distinct values |
 |
484251
(96.6%) |
| Mg_fertilizer
[numeric] |
| Mean (sd) : 5.8 (15.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 210 | | IQR (CV) : 8 (2.6) |
|
87 distinct values |
 |
482844
(96.3%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 44.8 (257.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2609.1 | | IQR (CV) : 0 (5.8) |
|
115 distinct values |
 |
499203
(99.5%) |
| Mn_fertilizer
[numeric] |
| Mean (sd) : 1.9 (9.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 160 | | IQR (CV) : 0 (4.7) |
|
56 distinct values |
 |
499005
(99.5%) |
| 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 |
 |
499486
(99.6%) |
| Cu_fertilizer
[numeric] |
| Mean (sd) : 0.8 (23.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1040 | | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
499629
(99.6%) |
| Mo_fertilizer
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (5.1) |
|
6 distinct values |
 |
499707
(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 |
 |
501200
(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 |
|
499618
(99.6%) |
| 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 |
 |
500009
(99.7%) |
| 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 |
 |
501428
(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 |
 |
501470
(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 |
|
501470
(100.0%) |
| lime
[integer] |
| Mean (sd) : 488.3 (1536.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 7000 | | IQR (CV) : 0 (3.1) |
|
| 0 | : | 11488 | ( | 84.8% | ) | | 40 | : | 4 | ( | 0.0% | ) | | 100 | : | 116 | ( | 0.9% | ) | | 500 | : | 66 | ( | 0.5% | ) | | 1000 | : | 626 | ( | 4.6% | ) | | 2500 | : | 626 | ( | 4.6% | ) | | 7000 | : | 626 | ( | 4.6% | ) |
|
 |
487998
(97.3%) |
| lime_used
[logical] |
|
|
 |
500957
(99.9%) |
| gypsum
[numeric] |
| Mean (sd) : 77.8 (168.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 526.3 | | IQR (CV) : 50 (2.2) |
|
10 distinct values |
 |
495016
(98.7%) |
| OM_used
[logical] |
|
|
 |
445898
(88.9%) |
| 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 ] |
|
| 466154 | ( | 92.9% | ) | | 29242 | ( | 5.8% | ) | | 5106 | ( | 1.0% | ) | | 267 | ( | 0.1% | ) | | 225 | ( | 0.0% | ) | | 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 |
 |
493109
(98.3%) |
| inoculated
[logical] |
|
|
 |
400083
(79.8%) |
| 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 ] |
|
| 500578 | ( | 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 |
|
|
 |
501538
(100.0%) |
| irrigated
[logical] |
|
| 222590 | ( | 69.4% | ) | | 97994 | ( | 30.6% | ) |
|
 |
180966
(36.1%) |
| 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 ] |
|
| 498902 | ( | 99.5% | ) | | 1367 | ( | 0.3% | ) | | 334 | ( | 0.1% | ) | | 333 | ( | 0.1% | ) | | 210 | ( | 0.0% | ) | | 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 ] |
|
| 495420 | ( | 98.8% | ) | | 2962 | ( | 0.6% | ) | | 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) : 4.4 (3.3) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 23 | | IQR (CV) : 1 (0.8) |
|
22 distinct values |
 |
494807
(98.7%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 202.6 (181.7) | | min ≤ med ≤ max: | | 0 ≤ 110 ≤ 1080 | | IQR (CV) : 204.8 (0.9) |
|
360 distinct values |
 |
496070
(98.9%) |
| irrigation_fulfullment
[character] |
| 1. (Empty string) | | 2. full irrigation | | 3. reduced irrigation |
|
| 499678 | ( | 99.6% | ) | | 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 ] |
|
| 499091 | ( | 99.5% | ) | | 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. conventional | | 3. none | | 4. unknown | | 5. tillage | | 6. minimum tillage | | 7. reduced tillage | | 8. conventional tilled | | 9. ridge tillage | | 10. flat | | [ 58 others ] |
|
| 373861 | ( | 74.5% | ) | | 29652 | ( | 5.9% | ) | | 28533 | ( | 5.7% | ) | | 24166 | ( | 4.8% | ) | | 8658 | ( | 1.7% | ) | | 8439 | ( | 1.7% | ) | | 4829 | ( | 1.0% | ) | | 3814 | ( | 0.8% | ) | | 3009 | ( | 0.6% | ) | | 2832 | ( | 0.6% | ) | | 13757 | ( | 2.7% | ) |
|
 |
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 |
|
| 498956 | ( | 99.5% | ) | | 327 | ( | 0.1% | ) | | 24 | ( | 0.0% | ) | | 374 | ( | 0.1% | ) | | 1120 | ( | 0.2% | ) | | 240 | ( | 0.0% | ) | | 509 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. basins | | 3. manual | | 4. transplanted | | 5. direct seeding | | 6. mechanized | | 7. raised beds | | 8. transplanting | | 9. broadcasting | | 10. control | | [ 20 others ] |
|
| 489919 | ( | 97.7% | ) | | 3042 | ( | 0.6% | ) | | 1599 | ( | 0.3% | ) | | 1126 | ( | 0.2% | ) | | 1061 | ( | 0.2% | ) | | 957 | ( | 0.2% | ) | | 789 | ( | 0.2% | ) | | 649 | ( | 0.1% | ) | | 486 | ( | 0.1% | ) | | 346 | ( | 0.1% | ) | | 1576 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual | | 4. seed drill |
|
| 500376 | ( | 99.8% | ) | | 687 | ( | 0.1% | ) | | 435 | ( | 0.1% | ) | | 52 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 499368 | ( | 99.6% | ) | | 1753 | ( | 0.3% | ) | | 379 | ( | 0.1% | ) | | 5 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| 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 |
 |
497312
(99.2%) |
| 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 |
|
| 497249 | ( | 99.1% | ) | | 60 | ( | 0.0% | ) | | 1521 | ( | 0.3% | ) | | 2233 | ( | 0.4% | ) | | 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 |
 |
448023
(89.3%) |
| plot_area
[numeric] |
| Mean (sd) : 59.5 (519) | | min ≤ med ≤ max: | | 0 ≤ 16 ≤ 30000 | | IQR (CV) : 23 (8.7) |
|
349 distinct values |
 |
470058
(93.7%) |
| 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% | ) |
|
 |
499289
(99.5%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
499289
(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 |
 |
462493
(92.2%) |
| plant_density
[numeric] |
| Mean (sd) : 114627.3 (187719.6) | | min ≤ med ≤ max: | | 0 ≤ 46810.5 ≤ 3430000 | | IQR (CV) : 117936.7 (1.6) |
|
14164 distinct values |
 |
423330
(84.4%) |
| cob_density
[numeric] |
| Mean (sd) : 42895.1 (12651.8) | | min ≤ med ≤ max: | | 2222 ≤ 42218 ≤ 100080 | | IQR (CV) : 13376 (0.3) |
|
232 distinct values |
 |
500719
(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 |
 |
499642
(99.6%) |
| 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 ] |
|
| 490685 | ( | 97.8% | ) | | 3205 | ( | 0.6% | ) | | 2481 | ( | 0.5% | ) | | 1103 | ( | 0.2% | ) | | 632 | ( | 0.1% | ) | | 425 | ( | 0.1% | ) | | 319 | ( | 0.1% | ) | | 272 | ( | 0.1% | ) | | 252 | ( | 0.1% | ) | | 201 | ( | 0.0% | ) | | 1975 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| seed_rate
[numeric] |
| Mean (sd) : 3469763 (31338113) | | min ≤ med ≤ max: | | 0 ≤ 53166.7 ≤ 432050000 | | IQR (CV) : 345925 (9) |
|
178 distinct values |
 |
496014
(98.9%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. fludioxonil | | 3. gibberellic acid | | 4. pellet; fludioxonil | | 5. pellet; fludioxonil; | | 6. untreated | | 7. pellet | | 8. CAI-17 | | 9. CAI-68 | | 10. CAI-78 | | [ 12 others ] |
|
| 501131 | ( | 99.9% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 150 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| rain
[numeric] |
| Mean (sd) : 903.7 (439.7) | | min ≤ med ≤ max: | | 0 ≤ 877 ≤ 3000 | | IQR (CV) : 672 (0.5) |
|
967 distinct values |
 |
453253
(90.4%) |
| emergence_days
[integer] |
| Mean (sd) : 8.7 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
495964
(98.9%) |
| transplanting_days
[integer] |
1 distinct value |
|
 |
488069
(97.3%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
501358
(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 |
 |
492592
(98.2%) |
| anthesis_days
[numeric] |
| Mean (sd) : 86.6 (11.5) | | min ≤ med ≤ max: | | 51 ≤ 88 ≤ 106 | | IQR (CV) : 16 (0.1) |
|
68 distinct values |
 |
500720
(99.8%) |
| silking_days
[numeric] |
| Mean (sd) : 74 (8.4) | | min ≤ med ≤ max: | | 56 ≤ 74 ≤ 97 | | IQR (CV) : 12 (0.1) |
|
64 distinct values |
 |
499829
(99.7%) |
| asi
[numeric] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
26 distinct values |
 |
500075
(99.7%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
500111
(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 |
 |
492681
(98.2%) |
| harvest_days
[integer] |
| Mean (sd) : 129.1 (24.5) | | min ≤ med ≤ max: | | 60 ≤ 125 ≤ 183 | | IQR (CV) : 27 (0.2) |
|
89 distinct values |
 |
497716
(99.2%) |
| plant_height
[numeric] |
| Mean (sd) : 92.5 (57.2) | | min ≤ med ≤ max: | | 0 ≤ 85 ≤ 634 | | IQR (CV) : 15 (0.6) |
|
2079 distinct values |
 |
473224
(94.4%) |
| ear_height
[numeric] |
| Mean (sd) : 150.5 (77.3) | | min ≤ med ≤ max: | | 52.3 ≤ 130 ≤ 338.8 | | IQR (CV) : 60 (0.5) |
|
157 distinct values |
 |
501346
(100.0%) |
| 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 |
 |
501514
(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 |
 |
501426
(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 |
 |
501354
(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 |
 |
496960
(99.1%) |
| 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 |
 |
500678
(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 |
 |
500851
(99.9%) |
| 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 |
 |
497308
(99.2%) |
| 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 |
 |
497308
(99.2%) |
| 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 |
 |
500559
(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 |
 |
498359
(99.4%) |
| 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 |
 |
498359
(99.4%) |
| 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 |
 |
499377
(99.6%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1231 (5460.4) | | min ≤ med ≤ max: | | 1.7 ≤ 15 ≤ 46900 | | IQR (CV) : 9.4 (4.4) |
|
2428 distinct values |
 |
498359
(99.4%) |
| 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 |
 |
498503
(99.4%) |
| 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 |
 |
498503
(99.4%) |
| 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 |
 |
498503
(99.4%) |
| leaf_Al
[integer] |
| Mean (sd) : 31162.3 (20093.5) | | min ≤ med ≤ max: | | 10000 ≤ 28600 ≤ 231900 | | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
501391
(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 |
 |
500596
(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 |
 |
491660
(98.0%) |
| 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 |
 |
495623
(98.8%) |
| grain_P
[numeric] |
| Mean (sd) : 6.5 (11) | | min ≤ med ≤ max: | | 0 ≤ 2.2 ≤ 49 | | IQR (CV) : 3.4 (1.7) |
|
5828 distinct values |
 |
491710
(98.0%) |
| 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 |
 |
498432
(99.4%) |
| 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 |
 |
497656
(99.2%) |
| 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 |
 |
497845
(99.3%) |
| 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 |
 |
493459
(98.4%) |
| 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 |
 |
490484
(97.8%) |
| 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 |
 |
498489
(99.4%) |
| 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 |
 |
498605
(99.4%) |
| 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 |
 |
500189
(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 |
 |
501270
(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 |
 |
500702
(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 |
 |
501538
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (1.6) |
|
259 distinct values |
 |
501261
(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 |
 |
495606
(98.8%) |
| 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 |
 |
496030
(98.9%) |
| residue_P
[numeric] |
| Mean (sd) : 2.1 (5.2) | | min ≤ med ≤ max: | | 0 ≤ 0.6 ≤ 114.4 | | IQR (CV) : 2.7 (2.4) |
|
3697 distinct values |
 |
494831
(98.7%) |
| 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 |
 |
497449
(99.2%) |
| 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 |
 |
499013
(99.5%) |
| 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 |
 |
499074
(99.5%) |
| 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 |
 |
500491
(99.8%) |
| 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 |
 |
500501
(99.8%) |
| 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 |
 |
500529
(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 |
 |
500390
(99.8%) |
| 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 |
|
500702
(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 |
 |
499833
(99.7%) |
| residue_B
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
501466
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
501528
(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 |
 |
501538
(100.0%) |
| season_constraint
[character] |
| 1. (Empty string) | | 2. drought | | 3. flood | | 4. initial drought | | 5. initially drought | | 6. initially drought & | | 7. none | | 8. once | | 9. sometime drought | | 10. sometime flood | | 11. submergence |
|
| 500271 | ( | 99.7% | ) | | 155 | ( | 0.0% | ) | | 196 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 295 | ( | 0.1% | ) | | 363 | ( | 0.1% | ) | | 25 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
424138
(84.6%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. none | | 3. glyphosate | | 4. diflufenican;none | | 5. isoxaflutole;none | | 6. s-metolachlor;none | | 7. terbuthylazine;none | | 8. flumioxazin;none | | 9. halosulfuron-methyl | | 10. isoxaflutole | | [ 148 others ] |
|
| 440580 | ( | 87.8% | ) | | 6311 | ( | 1.3% | ) | | 3619 | ( | 0.7% | ) | | 2308 | ( | 0.5% | ) | | 2225 | ( | 0.4% | ) | | 2088 | ( | 0.4% | ) | | 1999 | ( | 0.4% | ) | | 1975 | ( | 0.4% | ) | | 1770 | ( | 0.4% | ) | | 1268 | ( | 0.3% | ) | | 37407 | ( | 7.5% | ) |
|
 |
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 |
 |
460383
(91.8%) |
| 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% | ) |
|
 |
500746
(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 |
 |
499597
(99.6%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 29 (108.1) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 1200 | | IQR (CV) : 7.4 (3.7) |
|
143 distinct values |
 |
474629
(94.6%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
474655
(94.6%) |
| 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 ] |
|
| 487662 | ( | 97.2% | ) | | 4032 | ( | 0.8% | ) | | 3124 | ( | 0.6% | ) | | 1500 | ( | 0.3% | ) | | 1288 | ( | 0.3% | ) | | 1108 | ( | 0.2% | ) | | 528 | ( | 0.1% | ) | | 324 | ( | 0.1% | ) | | 287 | ( | 0.1% | ) | | 256 | ( | 0.1% | ) | | 1441 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 1.8 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 3 | | IQR (CV) : 2 (0.7) |
|
| 0 | : | 786 | ( | 22.0% | ) | | 1 | : | 608 | ( | 17.0% | ) | | 2 | : | 797 | ( | 22.3% | ) | | 3 | : | 1382 | ( | 38.7% | ) |
|
 |
497977
(99.3%) |
| 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 ] |
|
| 499639 | ( | 99.6% | ) | | 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 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| weeding_implement
[character] |
| 1. (Empty string) | | 2. hoe | | 3. manual | | 4. unknown |
|
| 500355 | ( | 99.8% | ) | | 738 | ( | 0.1% | ) | | 112 | ( | 0.0% | ) | | 345 | ( | 0.1% | ) |
|
 |
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 ] |
|
| 453623 | ( | 90.4% | ) | | 1854 | ( | 0.4% | ) | | 1723 | ( | 0.3% | ) | | 1627 | ( | 0.3% | ) | | 1435 | ( | 0.3% | ) | | 1406 | ( | 0.3% | ) | | 1359 | ( | 0.3% | ) | | 1325 | ( | 0.3% | ) | | 1316 | ( | 0.3% | ) | | 1252 | ( | 0.2% | ) | | 34630 | ( | 6.9% | ) |
|
 |
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 |
 |
494790
(98.7%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 501470 | ( | 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 |
 |
500542
(99.8%) |
| insecticide_used
[logical] |
|
|
 |
489906
(97.7%) |
| 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 ] |
|
| 498750 | ( | 99.4% | ) | | 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 |
 |
500639
(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 |
 |
500746
(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 |
 |
499447
(99.6%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 500703 | ( | 99.8% | ) | | 776 | ( | 0.2% | ) | | 71 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 501470 | ( | 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 ] |
|
| 500620 | ( | 99.8% | ) | | 738 | ( | 0.1% | ) | | 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 |
 |
501438
(100.0%) |
| fungicide_used
[logical] |
|
|
 |
491647
(98.0%) |
| 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 ] |
|
| 500812 | ( | 99.9% | ) | | 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% | ) |
|
 |
500746
(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 |
 |
501248
(99.9%) |
| 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 ] |
|
| 500859 | ( | 99.9% | ) | | 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 |
 |
501514
(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 |
 |
500298
(99.8%) |
| residue_prevcrop_used
[logical] |
|
|
 |
498221
(99.3%) |
| mulch
[integer] |
| Mean (sd) : 2041.6 (2163) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
499668
(99.6%) |
| mulch_type
[character] |
| 1. (Empty string) | | 2. ? | | 3. cotton | | 4. forest | | 5. gramineae | | 6. gramineae+legume | | 7. legume | | 8. no mulch | | 9. straw |
|
| 499392 | ( | 99.6% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.2% | ) | | 292 | ( | 0.1% | ) | | 184 | ( | 0.0% | ) | | 447 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| 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 |
 |
501167
(99.9%) |
| previous_crop_residue_perc
[numeric] |
| Mean (sd) : 30.2 (31.7) | | min ≤ med ≤ max: | | 0 ≤ 16.7 ≤ 100 | | IQR (CV) : 46.5 (1) |
|
31 distinct values |
 |
498530
(99.4%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 497745 | ( | 99.2% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 0.7% | ) |
|
 |
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 |
 |
499925
(99.7%) |
| 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 |
 |
499873
(99.7%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. Tk | | 7. TZS | | 8. USD |
|
| 498694 | ( | 99.4% | ) | | 188 | ( | 0.0% | ) | | 512 | ( | 0.1% | ) | | 308 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 716 | ( | 0.1% | ) | | 251 | ( | 0.1% | ) | | 785 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 501470 | ( | 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 |
 |
498772
(99.4%) |
| 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 |
 |
489737
(97.6%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 500069 | ( | 99.7% | ) | | 632 | ( | 0.1% | ) | | 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% | ) |
|
 |
501478
(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 |
 |
501514
(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 |
 |
477330
(95.2%) |
| striga_trial
[logical] |
1. FALSE |
|
 |
501148
(99.9%) |
| borer_trial
[logical] |
1. FALSE |
|
|
501148
(99.9%) |
| striga_infected
[logical] |
1. FALSE |
|
|
501148
(99.9%) |
| country
[character] |
| 1. Mexico | | 2. Nigeria | | 3. Malawi | | 4. (Empty string) | | 5. Ethiopia | | 6. India | | 7. Tanzania | | 8. United States | | 9. Philippines | | 10. Mozambique | | [ 95 others ] |
|
| 148333 | ( | 29.6% | ) | | 83422 | ( | 16.6% | ) | | 39269 | ( | 7.8% | ) | | 30664 | ( | 6.1% | ) | | 20050 | ( | 4.0% | ) | | 16915 | ( | 3.4% | ) | | 16185 | ( | 3.2% | ) | | 14438 | ( | 2.9% | ) | | 13770 | ( | 2.7% | ) | | 13251 | ( | 2.6% | ) | | 105253 | ( | 21.0% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Guerrero | | 4. Guanajuato | | 5. Ogun | | 6. Laguna | | 7. Oyo | | 8. Abia | | 9. Benue | | 10. Oaxaca | | [ 560 others ] |
|
| 208080 | ( | 41.5% | ) | | 22742 | ( | 4.5% | ) | | 15997 | ( | 3.2% | ) | | 15718 | ( | 3.1% | ) | | 14892 | ( | 3.0% | ) | | 13481 | ( | 2.7% | ) | | 13128 | ( | 2.6% | ) | | 12669 | ( | 2.5% | ) | | 11168 | ( | 2.2% | ) | | 10012 | ( | 2.0% | ) | | 163663 | ( | 32.6% | ) |
|
 |
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 | | [ 1757 others ] |
|
| 296664 | ( | 59.1% | ) | | 9228 | ( | 1.8% | ) | | 8570 | ( | 1.7% | ) | | 5954 | ( | 1.2% | ) | | 2723 | ( | 0.5% | ) | | 2424 | ( | 0.5% | ) | | 2080 | ( | 0.4% | ) | | 1896 | ( | 0.4% | ) | | 1893 | ( | 0.4% | ) | | 1649 | ( | 0.3% | ) | | 168469 | ( | 33.6% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Lemo | | 3. Agrary | | 4. Sinana | | 5. Nametil | | 6. Gubalafto | | 7. Malula | | 8. Tehulederi | | 9. Chipeni | | 10. Mwansambo | | [ 894 others ] |
|
| 470704 | ( | 93.8% | ) | | 1641 | ( | 0.3% | ) | | 1489 | ( | 0.3% | ) | | 1043 | ( | 0.2% | ) | | 1004 | ( | 0.2% | ) | | 684 | ( | 0.1% | ) | | 684 | ( | 0.1% | ) | | 684 | ( | 0.1% | ) | | 681 | ( | 0.1% | ) | | 681 | ( | 0.1% | ) | | 22255 | ( | 4.4% | ) |
|
 |
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 ] |
|
| 499846 | ( | 99.7% | ) | | 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 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 501470 | ( | 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 | | [ 3506 others ] |
|
| 191994 | ( | 38.3% | ) | | 13500 | ( | 2.7% | ) | | 13481 | ( | 2.7% | ) | | 8649 | ( | 1.7% | ) | | 6652 | ( | 1.3% | ) | | 5742 | ( | 1.1% | ) | | 4990 | ( | 1.0% | ) | | 4668 | ( | 0.9% | ) | | 4631 | ( | 0.9% | ) | | 4514 | ( | 0.9% | ) | | 242729 | ( | 48.4% | ) |
|
 |
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 ] |
|
| 443640 | ( | 88.5% | ) | | 13500 | ( | 2.7% | ) | | 12857 | ( | 2.6% | ) | | 2477 | ( | 0.5% | ) | | 1872 | ( | 0.4% | ) | | 1449 | ( | 0.3% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 768 | ( | 0.2% | ) | | 22683 | ( | 4.5% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
501523
(100.0%) |
| geo_from_source
[logical] |
|
| 171668 | ( | 37.1% | ) | | 291628 | ( | 62.9% | ) |
|
 |
38254
(7.6%) |
| elevation
[numeric] |
| Mean (sd) : 1013.4 (582.8) | | min ≤ med ≤ max: | | 0 ≤ 900 ≤ 2849 | | IQR (CV) : 878 (0.6) |
|
1714 distinct values |
 |
438205
(87.4%) |
| 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% | ) |
|
 |
499854
(99.7%) |
| depth_top
[integer] |
| Mean (sd) : 7.4 (13.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 40 | | IQR (CV) : 10 (1.9) |
|
| 0 | : | 12262 | ( | 74.1% | ) | | 5 | : | 96 | ( | 0.6% | ) | | 10 | : | 188 | ( | 1.1% | ) | | 20 | : | 2006 | ( | 12.1% | ) | | 40 | : | 2006 | ( | 12.1% | ) |
|
 |
484992
(96.7%) |
| depth_bottom
[integer] |
| Mean (sd) : 17.5 (9.9) | | min ≤ med ≤ max: | | 0 ≤ 15 ≤ 90 | | IQR (CV) : 5 (0.6) |
|
14 distinct values |
 |
485050
(96.7%) |
| 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 |
 |
500570
(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 | | [ 150 others ] |
|
| 432545 | ( | 86.2% | ) | | 8966 | ( | 1.8% | ) | | 4749 | ( | 0.9% | ) | | 4523 | ( | 0.9% | ) | | 3816 | ( | 0.8% | ) | | 3364 | ( | 0.7% | ) | | 3079 | ( | 0.6% | ) | | 2320 | ( | 0.5% | ) | | 2239 | ( | 0.4% | ) | | 1600 | ( | 0.3% | ) | | 34349 | ( | 6.8% | ) |
|
 |
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) |
|
785 distinct values |
 |
407244
(81.2%) |
| 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 |
 |
501006
(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 |
 |
489723
(97.6%) |
| 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 |
 |
428842
(85.5%) |
| 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 |
 |
417493
(83.2%) |
| 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 |
 |
456915
(91.1%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. sandy loam | | 3. sandy clay loam | | 4. clay | | 5. sand | | 6. loamy sand | | 7. loam | | 8. clay loam | | 9. silt | | 10. FAr | | [ 11 others ] |
|
| 468545 | ( | 93.4% | ) | | 8803 | ( | 1.8% | ) | | 5776 | ( | 1.2% | ) | | 5320 | ( | 1.1% | ) | | 3818 | ( | 0.8% | ) | | 2985 | ( | 0.6% | ) | | 2736 | ( | 0.5% | ) | | 1491 | ( | 0.3% | ) | | 1028 | ( | 0.2% | ) | | 315 | ( | 0.1% | ) | | 733 | ( | 0.1% | ) |
|
 |
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 |
 |
501134
(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 |
 |
501134
(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 |
 |
501134
(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 |
 |
501134
(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 |
 |
474421
(94.6%) |
| soil_C_total
[numeric] |
| Mean (sd) : 2.7 (1.2) | | min ≤ med ≤ max: | | 1.5 ≤ 2.9 ≤ 5.5 | | IQR (CV) : 2.2 (0.4) |
|
16 distinct values |
 |
501351
(100.0%) |
| soil_SOC
[numeric] |
| Mean (sd) : 4.8 (22.6) | | min ≤ med ≤ max: | | 0 ≤ 1.4 ≤ 570 | | IQR (CV) : 1.6 (4.7) |
|
1237 distinct values |
 |
430411
(85.8%) |
| 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 |
 |
433171
(86.4%) |
| 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 |
 |
496338
(99.0%) |
| 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 |
 |
496338
(99.0%) |
| soil_K
[numeric] |
| Mean (sd) : 2277.2 (17051.2) | | min ≤ med ≤ max: | | 0 ≤ 114 ≤ 3e+05 | | IQR (CV) : 256.7 (7.5) |
|
1131 distinct values |
 |
477022
(95.1%) |
| 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 |
 |
475018
(94.7%) |
| soil_P
[numeric] |
| Mean (sd) : 51.9 (1004.2) | | min ≤ med ≤ max: | | 0 ≤ 6.3 ≤ 46000 | | IQR (CV) : 9.9 (19.4) |
|
1498 distinct values |
 |
459520
(91.6%) |
| soil_P_method
[character] |
| 1. (Empty string) | | 2. AB-DTPA | | 3. Bray | | 4. Bray1 | | 5. DTPA | | 6. Mehlich | | 7. Mehlich 3 | | 8. Mehlich3 | | 9. Olsen | | 10. P-Olsen | | 11. Resin |
|
| 489251 | ( | 97.5% | ) | | 71 | ( | 0.0% | ) | | 236 | ( | 0.0% | ) | | 301 | ( | 0.1% | ) | | 34 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 188 | ( | 0.0% | ) | | 11362 | ( | 2.3% | ) | | 38 | ( | 0.0% | ) | | 16 | ( | 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 |
 |
491866
(98.1%) |
| 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 |
|
490540
(97.8%) |
| 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 |
 |
476567
(95.0%) |
| 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 |
 |
490445
(97.8%) |
| 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 |
 |
476567
(95.0%) |
| soil_B
[numeric] |
| Mean (sd) : 16.5 (129) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 2000 | | IQR (CV) : 0.8 (7.8) |
|
334 distinct values |
 |
496705
(99.0%) |
| 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 |
 |
496902
(99.1%) |
| soil_Mn
[numeric] |
| Mean (sd) : 890.4 (6933) | | min ≤ med ≤ max: | | 0 ≤ 11.3 ≤ 85000 | | IQR (CV) : 66.1 (7.8) |
|
433 distinct values |
|
496169
(98.9%) |
| soil_Mo
[integer] |
1 distinct value |
|
 |
501530
(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 |
 |
492949
(98.3%) |
| 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 |
|
496086
(98.9%) |
| 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 |
 |
487593
(97.2%) |
| soil_Na
[numeric] |
| Mean (sd) : 438 (2960.4) | | min ≤ med ≤ max: | | 0 ≤ 7.9 ≤ 95000 | | IQR (CV) : 135.9 (6.8) |
|
188 distinct values |
 |
497282
(99.1%) |
| soil_Al
[numeric] |
| Mean (sd) : 34448.3 (112921.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 503000 | | IQR (CV) : 0 (3.3) |
|
68 distinct values |
 |
500622
(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 |
 |
501510
(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 |
 |
498463
(99.4%) |
| 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 |
|
498541
(99.4%) |
| 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 |
 |
493606
(98.4%) |
| 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 |
 |
500626
(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 |
|
493606
(98.4%) |
| 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 ] |
|
| 499002 | ( | 99.5% | ) | | 691 | ( | 0.1% | ) | | 533 | ( | 0.1% | ) | | 493 | ( | 0.1% | ) | | 221 | ( | 0.0% | ) | | 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 |
|
| 501470 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 501382 | ( | 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 |
|
| 499372 | ( | 99.6% | ) | | 250 | ( | 0.0% | ) | | 105 | ( | 0.0% | ) | | 1717 | ( | 0.3% | ) | | 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 |
 |
501097
(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 |
 |
501510
(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 |
 |
501273
(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 |
 |
501478
(100.0%) |
| soil_N_total
[integer] |
| Mean (sd) : 354 (158.8) | | min ≤ med ≤ max: | | 130 ≤ 335 ≤ 770 | | IQR (CV) : 210 (0.4) |
|
48 distinct values |
 |
500613
(99.8%) |
| 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 |
 |
501463
(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 |
 |
497451
(99.2%) |
| 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 |
 |
501463
(100.0%) |
| cropland_owned
[integer] |
| Mean (sd) : 10727.3 (4674.1) | | min ≤ med ≤ max: | | 1600 ≤ 12000 ≤ 26000 | | IQR (CV) : 4000 (0.4) |
|
27 distinct values |
 |
497305
(99.2%) |
| station_name
[character] |
| 1. (Empty string) | | 2. Cimel | | 3. ICRISAT_PAT | | 4. QWAQWA; UNIQWA |
|
| 496476 | ( | 99.0% | ) | | 4225 | ( | 0.8% | ) | | 244 | ( | 0.0% | ) | | 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 |
 |
478733
(95.5%) |
| 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 |
 |
449292
(89.6%) |
| 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 |
 |
453894
(90.5%) |
| tmax
[numeric] |
| Mean (sd) : 30.6 (12.5) | | min ≤ med ≤ max: | | -6.7 ≤ 27.8 ≤ 105 | | IQR (CV) : 7.6 (0.4) |
|
3780 distinct values |
 |
453890
(90.5%) |
| 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 |
 |
499728
(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 |
 |
488577
(97.4%) |
| rhmn
[numeric] |
| Mean (sd) : 41.4 (16.7) | | min ≤ med ≤ max: | | 0.6 ≤ 41.5 ≤ 97 | | IQR (CV) : 26 (0.4) |
|
999 distinct values |
 |
496505
(99.0%) |
| rhmx
[numeric] |
| Mean (sd) : 92.2 (9.7) | | min ≤ med ≤ max: | | 21.8 ≤ 96 ≤ 100 | | IQR (CV) : 11.5 (0.1) |
|
660 distinct values |
 |
496502
(99.0%) |
| 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 |
 |
499356
(99.6%) |
| srad
[numeric] |
| Mean (sd) : 142.5 (232) | | min ≤ med ≤ max: | | -41.9 ≤ 23.7 ≤ 1204.8 | | IQR (CV) : 171.3 (1.6) |
|
9084 distinct values |
 |
479450
(95.6%) |
| wspd
[numeric] |
| Mean (sd) : 26.8 (29.7) | | min ≤ med ≤ max: | | 0 ≤ 15.8 ≤ 611 | | IQR (CV) : 43.7 (1.1) |
|
5311 distinct values |
 |
478535
(95.4%) |
| wspdmx
[numeric] |
| Mean (sd) : 7 (2.3) | | min ≤ med ≤ max: | | 0 ≤ 7 ≤ 28 | | IQR (CV) : 2 (0.3) |
|
728 distinct values |
 |
497351
(99.2%) |
| 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 |
 |
499820
(99.7%) |
| 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 |
 |
499200
(99.5%) |
| 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 |
 |
496102
(98.9%) |