| date
[character] |
| 1. (Empty string) | | 2. 2017-12-NA | | 3. 2014 | | 4. 2015 | | 5. 2014-11-15 | | 6. 2014-11-13 | | 7. 2014-11-30 | | 8. 2014-11-14 | | 9. 2014-11-20 | | 10. 2014-11-22 | | [ 2290 others ] |
|
| 191883 | ( | 96.9% | ) | | 186 | ( | 0.1% | ) | | 110 | ( | 0.1% | ) | | 110 | ( | 0.1% | ) | | 43 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 39 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) | | 23 | ( | 0.0% | ) | | 23 | ( | 0.0% | ) | | 5428 | ( | 2.7% | ) |
|
 |
0
(0.0%) |
| reference
[character] |
| 1. (Empty string) | | 2. AfSIS_DT | | 3. TAMASA | | 4. Wortmann et al 2009 | | 5. Kihara_et al. 2017_M | | 6. Kihara_Wkenya | | 7. Woldeab etal. 1991 | | 8. Erkossa et al. 2000 | | 9. Amante et al.2014 | | 10. Liben et al. 2001 | | [ 774 others ] |
|
| 173509 | ( | 87.7% | ) | | 2279 | ( | 1.2% | ) | | 2011 | ( | 1.0% | ) | | 1919 | ( | 1.0% | ) | | 767 | ( | 0.4% | ) | | 467 | ( | 0.2% | ) | | 320 | ( | 0.2% | ) | | 180 | ( | 0.1% | ) | | 171 | ( | 0.1% | ) | | 149 | ( | 0.1% | ) | | 16149 | ( | 8.2% | ) |
|
 |
0
(0.0%) |
| country
[character] |
| 1. Nigeria | | 2. Mexico | | 3. Tanzania | | 4. Ethiopia | | 5. India | | 6. Philippines | | 7. Mozambique | | 8. Malawi | | 9. Kenya | | 10. Rwanda | | [ 80 others ] |
|
| 29145 | ( | 14.7% | ) | | 27004 | ( | 13.6% | ) | | 14377 | ( | 7.3% | ) | | 13968 | ( | 7.1% | ) | | 13628 | ( | 6.9% | ) | | 13514 | ( | 6.8% | ) | | 13155 | ( | 6.6% | ) | | 10114 | ( | 5.1% | ) | | 9431 | ( | 4.8% | ) | | 8470 | ( | 4.3% | ) | | 45115 | ( | 22.8% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Laguna | | 4. Bihar | | 5. Southern Illinois | | 6. Oromia | | 7. Amhara | | 8. Kano | | 9. Kaduna | | 10. Telanyana | | [ 505 others ] |
|
| 96118 | ( | 48.6% | ) | | 17014 | ( | 8.6% | ) | | 13481 | ( | 6.8% | ) | | 4849 | ( | 2.4% | ) | | 3680 | ( | 1.9% | ) | | 3328 | ( | 1.7% | ) | | 2637 | ( | 1.3% | ) | | 2050 | ( | 1.0% | ) | | 1823 | ( | 0.9% | ) | | 1693 | ( | 0.9% | ) | | 51248 | ( | 25.9% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Cajeme | | 3. Angonia | | 4. Tsangano | | 5. Sangareddy | | 6. Barue | | 7. Chipata | | 8. Nhamatanda | | 9. Mogovolas | | 10. Buzi | | [ 425 others ] |
|
| 144973 | ( | 73.2% | ) | | 4523 | ( | 2.3% | ) | | 2424 | ( | 1.2% | ) | | 1896 | ( | 1.0% | ) | | 1693 | ( | 0.9% | ) | | 1518 | ( | 0.8% | ) | | 1517 | ( | 0.8% | ) | | 1202 | ( | 0.6% | ) | | 1052 | ( | 0.5% | ) | | 843 | ( | 0.4% | ) | | 36280 | ( | 18.3% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Lemo | | 3. Agrary | | 4. Sinana | | 5. Nametil | | 6. Gubalafto | | 7. Tehulederi | | 8. Endamehoni | | 9. Wereilu | | 10. Embu | | [ 271 others ] |
|
| 182412 | ( | 92.2% | ) | | 1641 | ( | 0.8% | ) | | 1489 | ( | 0.8% | ) | | 1043 | ( | 0.5% | ) | | 1004 | ( | 0.5% | ) | | 684 | ( | 0.3% | ) | | 684 | ( | 0.3% | ) | | 324 | ( | 0.2% | ) | | 288 | ( | 0.1% | ) | | 276 | ( | 0.1% | ) | | 8076 | ( | 4.1% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Mpungu | | 3. Rutenga |
|
| 197841 | ( | 100.0% | ) | | 26 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 197841 | ( | 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. Hawul | | 5. V. Yaqui | | 6. University Bellevill | | 7. Ciudad Obregón | | 8. Lemo | | 9. Lushoto | | 10. Patancheru | | [ 2296 others ] |
|
| 40333 | ( | 20.4% | ) | | 13500 | ( | 6.8% | ) | | 13481 | ( | 6.8% | ) | | 4514 | ( | 2.3% | ) | | 3803 | ( | 1.9% | ) | | 3680 | ( | 1.9% | ) | | 2796 | ( | 1.4% | ) | | 2052 | ( | 1.0% | ) | | 1793 | ( | 0.9% | ) | | 1693 | ( | 0.9% | ) | | 110276 | ( | 55.7% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. CIMMYT CENEB | | 3. IRRI-B5-B8 | | 4. Block 810 – C1 | | 5. ICRISAT Patancheru c | | 6. Anyigba | | 7. Funaab | | 8. Ido | | 9. Makurdi | | 10. Moniya | | [ 850 others ] |
|
| 138637 | ( | 70.0% | ) | | 13500 | ( | 6.8% | ) | | 12857 | ( | 6.5% | ) | | 2477 | ( | 1.3% | ) | | 1693 | ( | 0.9% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 24917 | ( | 12.6% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
197894
(100.0%) |
| geo_from_source
[logical] |
|
| 121456 | ( | 63.9% | ) | | 68566 | ( | 36.1% | ) |
|
 |
7899
(4.0%) |
| elevation
[numeric] |
| Mean (sd) : 1140.9 (579.7) | | min ≤ med ≤ max: | | 0 ≤ 1223 ≤ 2849 | | IQR (CV) : 849 (0.5) |
|
1604 distinct values |
 |
171592
(86.7%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2016 | | 6. 2012 | | 7. 2017 | | 8. 2019 | | 9. 2010 | | 10. 2011 | | [ 1828 others ] |
|
| 31656 | ( | 16.0% | ) | | 17296 | ( | 8.7% | ) | | 11915 | ( | 6.0% | ) | | 8797 | ( | 4.4% | ) | | 4998 | ( | 2.5% | ) | | 4404 | ( | 2.2% | ) | | 4193 | ( | 2.1% | ) | | 3857 | ( | 1.9% | ) | | 2956 | ( | 1.5% | ) | | 2627 | ( | 1.3% | ) | | 105222 | ( | 53.2% | ) |
|
 |
0
(0.0%) |
| emergence_date
[IDate,
Date] |
| min : 2009-07-31 | | med : 2016-07-16 | | max : 2020-12-28 | | range : 11y 4m 28d |
|
150 distinct values |
 |
194434
(98.2%) |
| transplanting_date
[IDate,
Date] |
| min : 2013-02-06 | | med : 2014-07-24 | | max : 2015-09-05 | | range : 2y 6m 30d |
|
219 distinct values |
 |
195626
(98.8%) |
| flowering_date
[character] |
| 1. (Empty string) | | 2. 2016-09-24 | | 3. 2016-09-25 | | 4. 2017-08-21 | | 5. 2016-09-14 | | 6. 2016-09-26 | | 7. 2017-07-24 | | 8. 2017-08-09 | | 9. 2017-08-30 | | 10. 2016-09-19 | | [ 270 others ] |
|
| 195064 | ( | 98.6% | ) | | 72 | ( | 0.0% | ) | | 62 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 55 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 2373 | ( | 1.2% | ) |
|
 |
0
(0.0%) |
| maturity_date
[IDate,
Date] |
| min : 1999-01-01 | | med : 2016-11-11 | | max : 2019-10-29 | | range : 20y 9m 28d |
|
103 distinct values |
 |
195728
(98.9%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2014 | | 3. 2015 | | 4. 2017-11-01 | | 5. 2013 | | 6. 2012 | | 7. 2010 | | 8. 2020 | | 9. 2011 | | 10. 2019 | | [ 1751 others ] |
|
| 116956 | ( | 59.1% | ) | | 4361 | ( | 2.2% | ) | | 3764 | ( | 1.9% | ) | | 3625 | ( | 1.8% | ) | | 3013 | ( | 1.5% | ) | | 1975 | ( | 1.0% | ) | | 1838 | ( | 0.9% | ) | | 1694 | ( | 0.9% | ) | | 1588 | ( | 0.8% | ) | | 1581 | ( | 0.8% | ) | | 57526 | ( | 29.1% | ) |
|
 |
0
(0.0%) |
| LTE_name
[character] |
| 1. (Empty string) | | 2. LTCCE-HP |
|
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. dry | | 3. early wet | | 4. late wet | | 5. Long rainy season | | 6. second | | 7. first | | 8. 2017 | | 9. kharif | | 10. rabi | | [ 50 others ] |
|
| 160377 | ( | 81.0% | ) | | 4698 | ( | 2.4% | ) | | 4505 | ( | 2.3% | ) | | 4278 | ( | 2.2% | ) | | 2995 | ( | 1.5% | ) | | 2880 | ( | 1.5% | ) | | 2784 | ( | 1.4% | ) | | 2209 | ( | 1.1% | ) | | 1892 | ( | 1.0% | ) | | 1410 | ( | 0.7% | ) | | 9893 | ( | 5.0% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
| 48062 | ( | 28.4% | ) | | 121106 | ( | 71.6% | ) |
|
 |
28753
(14.5%) |
| is_survey
[logical] |
|
|
 |
13106
(6.6%) |
| treatment
[character] |
| 1. (Empty string) | | 2. conventional tillage | | 3. reduced irrigation w | | 4. zero tillage | | 5. NPK | | 6. conservation_agricul | | 7. control | | 8. Fert | | 9. NoFert | | 10. Control | | [ 5015 others ] |
|
| 67023 | ( | 33.9% | ) | | 4500 | ( | 2.3% | ) | | 4500 | ( | 2.3% | ) | | 4500 | ( | 2.3% | ) | | 4314 | ( | 2.2% | ) | | 4017 | ( | 2.0% | ) | | 3774 | ( | 1.9% | ) | | 2832 | ( | 1.4% | ) | | 2832 | ( | 1.4% | ) | | 2643 | ( | 1.3% | ) | | 96986 | ( | 49.0% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 20.5 (85.2) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 757 | | IQR (CV) : 1 (4.2) |
|
758 distinct values |
 |
100288
(50.7%) |
| crop
[character] |
| 1. maize | | 2. wheat | | 3. rice | | 4. soybean | | 5. durum wheat | | 6. common bean | | 7. cassava | | 8. groundnut | | 9. sorghum | | 10. (Empty string) | | [ 42 others ] |
|
| 68095 | ( | 34.4% | ) | | 23848 | ( | 12.0% | ) | | 18144 | ( | 9.2% | ) | | 18056 | ( | 9.1% | ) | | 15044 | ( | 7.6% | ) | | 11473 | ( | 5.8% | ) | | 11120 | ( | 5.6% | ) | | 6766 | ( | 3.4% | ) | | 6371 | ( | 3.2% | ) | | 5384 | ( | 2.7% | ) | | 13620 | ( | 6.9% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. Hybrid | | 3. Sammaz 15 | | 4. Denda'a | | 5. TME419 | | 6. TMS30572 | | 7. HD-2967 | | 8. Matuba | | 9. HD2967 | | 10. Improved | | [ 2805 others ] |
|
| 78790 | ( | 39.8% | ) | | 3787 | ( | 1.9% | ) | | 3609 | ( | 1.8% | ) | | 3384 | ( | 1.7% | ) | | 2832 | ( | 1.4% | ) | | 2832 | ( | 1.4% | ) | | 2358 | ( | 1.2% | ) | | 1830 | ( | 0.9% | ) | | 1416 | ( | 0.7% | ) | | 1409 | ( | 0.7% | ) | | 95674 | ( | 48.3% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. CD22344-A-8M-1Y-1M-1 | | 3. CD91B1938-6M-030Y-03 | | 4. CD91Y636-1Y-040M-030 | | 5. CDSS02B01285T-0TOPB- | | 6. CDSS04Y00724T-0TOPB- | | 7. CDSS04Y00746T | | 8. CDSS95B00181S-0M-1Y- | | 9. CGSS02Y00004S-2F1-6Y | | 10. CGSS95B00014T-099Y-0 | | [ 374 others ] |
|
| 180003 | ( | 90.9% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 108 | ( | 0.1% | ) | | 16946 | ( | 8.6% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. hybrid | | 3. Improved | | 4. improved | | 5. inbred | | 6. OPV | | 7. opv | | 8. bush bean | | 9. Hybrid | | 10. climbing bean | | [ 15 others ] |
|
| 179644 | ( | 90.8% | ) | | 5782 | ( | 2.9% | ) | | 2381 | ( | 1.2% | ) | | 1998 | ( | 1.0% | ) | | 1179 | ( | 0.6% | ) | | 1069 | ( | 0.5% | ) | | 1005 | ( | 0.5% | ) | | 938 | ( | 0.5% | ) | | 612 | ( | 0.3% | ) | | 602 | ( | 0.3% | ) | | 2711 | ( | 1.4% | ) |
|
 |
0
(0.0%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. pigeon pea | | 5. cowpea | | 6. pearl millet | | 7. legume | | 8. Gliricidia | | 9. common bean; maize | | 10. common bean; pigeon | | [ 18 others ] |
|
| 180424 | ( | 91.2% | ) | | 7959 | ( | 4.0% | ) | | 3232 | ( | 1.6% | ) | | 1478 | ( | 0.7% | ) | | 1449 | ( | 0.7% | ) | | 897 | ( | 0.5% | ) | | 870 | ( | 0.4% | ) | | 170 | ( | 0.1% | ) | | 168 | ( | 0.1% | ) | | 168 | ( | 0.1% | ) | | 1106 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. cowpea | | 4. rice | | 5. wheat | | 6. groundnut | | 7. soybean | | 8. faba bean; potato | | 9. common bean | | 10. sorghum | | [ 84 others ] |
|
| 162197 | ( | 82.0% | ) | | 9728 | ( | 4.9% | ) | | 7345 | ( | 3.7% | ) | | 2788 | ( | 1.4% | ) | | 1710 | ( | 0.9% | ) | | 1590 | ( | 0.8% | ) | | 1459 | ( | 0.7% | ) | | 1152 | ( | 0.6% | ) | | 1138 | ( | 0.6% | ) | | 1088 | ( | 0.5% | ) | | 7726 | ( | 3.9% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. maize;soybean | | 3. maize;maize | | 4. none | | 5. groundnut | | 6. soybean | | 7. maize | | 8. rice | | 9. rice;maize | | 10. maize;legume | | [ 59 others ] |
|
| 186863 | ( | 94.4% | ) | | 2039 | ( | 1.0% | ) | | 1766 | ( | 0.9% | ) | | 1594 | ( | 0.8% | ) | | 1084 | ( | 0.5% | ) | | 997 | ( | 0.5% | ) | | 632 | ( | 0.3% | ) | | 416 | ( | 0.2% | ) | | 202 | ( | 0.1% | ) | | 182 | ( | 0.1% | ) | | 2146 | ( | 1.1% | ) |
|
 |
0
(0.0%) |
| dmy_roots
[numeric] |
| Mean (sd) : 97.2 (356.9) | | min ≤ med ≤ max: | | 0 ≤ 8.7 ≤ 2582.1 | | IQR (CV) : 11.7 (3.7) |
|
2133 distinct values |
 |
193188
(97.6%) |
| dmy_stems
[numeric] |
| Mean (sd) : 7181.6 (5302.6) | | min ≤ med ≤ max: | | 76.9 ≤ 6080.3 ≤ 36140.6 | | IQR (CV) : 6415.8 (0.7) |
|
891 distinct values |
 |
196920
(99.5%) |
| dmy_leaves
[numeric] |
| Mean (sd) : 1203.7 (962.6) | | min ≤ med ≤ max: | | 23.9 ≤ 975.5 ≤ 5757.5 | | IQR (CV) : 1225.3 (0.8) |
|
554 distinct values |
 |
197337
(99.7%) |
| dmy_storage
[numeric] |
| Mean (sd) : 4631.5 (3168.6) | | min ≤ med ≤ max: | | 0 ≤ 4060 ≤ 16130 | | IQR (CV) : 3942.3 (0.7) |
|
1004 distinct values |
 |
196776
(99.4%) |
| dmy_total
[numeric] |
| Mean (sd) : 5888.5 (6574.1) | | min ≤ med ≤ max: | | 0 ≤ 4164.7 ≤ 80721 | | IQR (CV) : 9193 (1.1) |
|
14793 distinct values |
 |
177708
(89.8%) |
| dmy_residue
[numeric] |
| Mean (sd) : 4618.3 (3279) | | min ≤ med ≤ max: | | 0 ≤ 3885.7 ≤ 33160 | | IQR (CV) : 3689.6 (0.7) |
|
4836 distinct values |
 |
192592
(97.3%) |
| fwy_stems
[numeric] |
| Mean (sd) : 7182 (3153.1) | | min ≤ med ≤ max: | | 698.1 ≤ 6951.8 ≤ 20289.4 | | IQR (CV) : 4536.1 (0.4) |
|
1382 distinct values |
 |
196481
(99.3%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 1889.5 (956.6) | | min ≤ med ≤ max: | | 0 ≤ 1767.6 ≤ 7482.8 | | IQR (CV) : 1322 (0.5) |
|
1198 distinct values |
 |
196472
(99.3%) |
| fwy_total
[numeric] |
| Mean (sd) : 6333.4 (6063.6) | | min ≤ med ≤ max: | | 0 ≤ 3777.5 ≤ 42700 | | IQR (CV) : 8298.6 (1) |
|
5284 distinct values |
 |
189944
(96.0%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3836.9 (3955.5) | | min ≤ med ≤ max: | | 0 ≤ 3209.4 ≤ 111903.6 | | IQR (CV) : 4447.6 (1) |
|
27937 distinct values |
 |
160292
(81.0%) |
| yield_part
[character] |
| 1. grain | | 2. seed | | 3. roots | | 4. none | | 5. (Empty string) | | 6. pod | | 7. tubers | | 8. aboveground biomass | | 9. leaves | | 10. stems | | [ 2 others ] |
|
| 134996 | ( | 68.2% | ) | | 31201 | ( | 15.8% | ) | | 11182 | ( | 5.6% | ) | | 8415 | ( | 4.3% | ) | | 5451 | ( | 2.8% | ) | | 5352 | ( | 2.7% | ) | | 787 | ( | 0.4% | ) | | 250 | ( | 0.1% | ) | | 114 | ( | 0.1% | ) | | 63 | ( | 0.0% | ) | | 110 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 4325.1 (5114.1) | | min ≤ med ≤ max: | | 0 ≤ 3297.6 ≤ 147035.6 | | IQR (CV) : 3925.5 (1.2) |
|
68061 distinct values |
 |
19013
(9.6%) |
| fw_yield
[numeric] |
| Mean (sd) : 6742 (8719.2) | | min ≤ med ≤ max: | | 1.1 ≤ 4310 ≤ 93442.6 | | IQR (CV) : 4556 (1.3) |
|
3907 distinct values |
 |
192474
(97.2%) |
| dm_yield
[numeric] |
| Mean (sd) : 5931.5 (5121.6) | | min ≤ med ≤ max: | | 0.6 ≤ 4350 ≤ 45773 | | IQR (CV) : 4867.4 (0.9) |
|
4033 distinct values |
 |
193011
(97.5%) |
| yield_moisture
[numeric] |
| Mean (sd) : 28.2 (27.7) | | min ≤ med ≤ max: | | 9.2 ≤ 14.9 ≤ 93.9 | | IQR (CV) : 8.5 (1) |
|
398 distinct values |
 |
195640
(98.8%) |
| yield_marketable
[numeric] |
| Mean (sd) : 14349.8 (14392.5) | | min ≤ med ≤ max: | | 0 ≤ 10693.8 ≤ 115554.4 | | IQR (CV) : 11518.9 (1) |
|
179 distinct values |
 |
197690
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 123.6 (146.7) | | min ≤ med ≤ max: | | 0 ≤ 45.1 ≤ 910 | | IQR (CV) : 132.8 (1.2) |
|
4281 distinct values |
 |
181183
(91.5%) |
| fertilizer_used
[logical] |
|
|
 |
197340
(99.7%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. unknown | | 3. SSP | | 4. none | | 5. urea | | 6. TSP | | 7. urea;DAP;SOP;ZnSO4 | | 8. D-compound; AN | | 9. TSP; KCl | | 10. NPK | | [ 154 others ] |
|
| 112504 | ( | 56.8% | ) | | 15044 | ( | 7.6% | ) | | 9036 | ( | 4.6% | ) | | 8873 | ( | 4.5% | ) | | 7862 | ( | 4.0% | ) | | 4744 | ( | 2.4% | ) | | 4622 | ( | 2.3% | ) | | 2220 | ( | 1.1% | ) | | 2160 | ( | 1.1% | ) | | 2072 | ( | 1.0% | ) | | 28784 | ( | 14.5% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[character] |
| 1. (Empty string) | | 2. 2016-07-08;2016-07-2 | | 3. 2016-09-28 | | 4. 2016-10-03 | | 5. 2016-10-04 | | 6. 2016-10-06 | | 7. 2016-10-08 | | 8. 2016-10-10 | | 9. 2016-10-11 | | 10. 2016-10-12 |
|
| 196392 | ( | 99.2% | ) | | 1449 | ( | 0.7% | ) | | 6 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 30 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 247 (164.6) | | min ≤ med ≤ max: | | 0 ≤ 200 ≤ 660 | | IQR (CV) : 226.8 (0.7) |
|
15 distinct values |
 |
196827
(99.4%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. fertigation |
|
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 66.7 (71.3) | | min ≤ med ≤ max: | | 0 ≤ 58 ≤ 1000 | | IQR (CV) : 100 (1.1) |
|
1650 distinct values |
 |
40909
(20.7%) |
| N_splits
[integer] |
| Mean (sd) : 1.7 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 5 | | IQR (CV) : 0 (0.5) |
|
| 0 | : | 3604 | ( | 18.4% | ) | | 1 | : | 373 | ( | 1.9% | ) | | 2 | : | 13324 | ( | 68.0% | ) | | 3 | : | 2162 | ( | 11.0% | ) | | 4 | : | 92 | ( | 0.5% | ) | | 5 | : | 39 | ( | 0.2% | ) |
|
 |
178327
(90.1%) |
| N_fert_level
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. moderate | | 5. zero |
|
| 184440 | ( | 93.2% | ) | | 3364 | ( | 1.7% | ) | | 3369 | ( | 1.7% | ) | | 3370 | ( | 1.7% | ) | | 3378 | ( | 1.7% | ) |
|
 |
0
(0.0%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 20 (26.4) | | min ≤ med ≤ max: | | 0 ≤ 17.6 ≤ 1275.7 | | IQR (CV) : 30 (1.3) |
|
1036 distinct values |
 |
49629
(25.1%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 24.2 (75.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4303.5 | | IQR (CV) : 30 (3.1) |
|
852 distinct values |
 |
51916
(26.2%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 1.2 (13.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2795 | | IQR (CV) : 0 (11.2) |
|
193 distinct values |
 |
148705
(75.1%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 9.1 (29.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1014.4 | | IQR (CV) : 5 (3.2) |
|
231 distinct values |
 |
160249
(81.0%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.3 (0.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5 | | IQR (CV) : 0 (2.9) |
|
48 distinct values |
 |
174786
(88.3%) |
| Ca_fertilizer
[numeric] |
| Mean (sd) : 12 (81.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1244.6 | | IQR (CV) : 0 (6.8) |
|
186 distinct values |
 |
182384
(92.1%) |
| Mg_fertilizer
[numeric] |
| Mean (sd) : 2.9 (8.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 210 | | IQR (CV) : 0 (3.1) |
|
80 distinct values |
 |
181971
(91.9%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 47.4 (268.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2609.1 | | IQR (CV) : 0 (5.7) |
|
109 distinct values |
|
195764
(98.9%) |
| Mn_fertilizer
[numeric] |
| Mean (sd) : 1.8 (8.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 70.9 | | IQR (CV) : 0 (4.6) |
|
50 distinct values |
 |
195395
(98.7%) |
| 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 |
 |
195857
(99.0%) |
| Cu_fertilizer
[numeric] |
| Mean (sd) : 0.8 (23.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1040 | | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
196000
(99.0%) |
| Mo_fertilizer
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (8.7) |
|
4 distinct values |
 |
196160
(99.1%) |
| N_fixation
[numeric] |
| Mean (sd) : 140.3 (95.3) | | min ≤ med ≤ max: | | 3 ≤ 119.1 ≤ 488 | | IQR (CV) : 143.9 (0.7) |
|
234 distinct values |
 |
197626
(99.9%) |
| N_organic
[numeric] |
| Mean (sd) : 1433.5 (3644.9) | | min ≤ med ≤ max: | | 0 ≤ 37.3 ≤ 13600 | | IQR (CV) : 151.5 (2.5) |
|
12 distinct values |
 |
197630
(99.9%) |
| P_organic
[numeric] |
| Mean (sd) : 22.5 (13.5) | | min ≤ med ≤ max: | | 9.8 ≤ 21.3 ≤ 43.5 | | IQR (CV) : 26 (0.6) |
|
6 distinct values |
 |
197799
(99.9%) |
| 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 |
|
197799
(99.9%) |
| 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 |
 |
197841
(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 |
|
197841
(100.0%) |
| lime
[integer] |
| Mean (sd) : 4.3 (40.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 500 | | IQR (CV) : 0 (9.6) |
|
| 0 | : | 10302 | ( | 98.2% | ) | | 40 | : | 4 | ( | 0.0% | ) | | 100 | : | 116 | ( | 1.1% | ) | | 500 | : | 66 | ( | 0.6% | ) |
|
 |
187433
(94.7%) |
| lime_used
[logical] |
|
|
 |
197328
(99.7%) |
| gypsum
[numeric] |
| Mean (sd) : 81.1 (179.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 526.3 | | IQR (CV) : 0 (2.2) |
|
8 distinct values |
 |
192094
(97.1%) |
| OM_used
[logical] |
|
|
 |
177048
(89.5%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. farmyard manure | | 3. none | | 4. compost | | 5. foliage | | 6. biochar | | 7. bone meal | | 8. unknown | | 9. cattle dung | | 10. animal dung | | [ 3 others ] |
|
| 192336 | ( | 97.2% | ) | | 3445 | ( | 1.7% | ) | | 1718 | ( | 0.9% | ) | | 135 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 36 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 1821.1 (2720.8) | | min ≤ med ≤ max: | | 0 ≤ 1000 ≤ 15000 | | IQR (CV) : 2500 (1.5) |
|
37 distinct values |
 |
192885
(97.5%) |
| inoculated
[logical] |
|
|
 |
143847
(72.7%) |
| 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 ] |
|
| 196949 | ( | 99.5% | ) | | 384 | ( | 0.2% | ) | | 146 | ( | 0.1% | ) | | 118 | ( | 0.1% | ) | | 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 |
|
|
 |
197909
(100.0%) |
| irrigated
[logical] |
|
|
 |
73320
(37.0%) |
| 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 ] |
|
| 195273 | ( | 98.7% | ) | | 1367 | ( | 0.7% | ) | | 334 | ( | 0.2% | ) | | 333 | ( | 0.2% | ) | | 210 | ( | 0.1% | ) | | 140 | ( | 0.1% | ) | | 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. unknown | | 4. none | | 5. sprinkler | | 6. continuous flooding | | 7. drip | | 8. center pivot sprinkl | | 9. basin | | 10. surface | | [ 2 others ] |
|
| 192586 | ( | 97.3% | ) | | 2938 | ( | 1.5% | ) | | 834 | ( | 0.4% | ) | | 787 | ( | 0.4% | ) | | 169 | ( | 0.1% | ) | | 158 | ( | 0.1% | ) | | 135 | ( | 0.1% | ) | | 127 | ( | 0.1% | ) | | 81 | ( | 0.0% | ) | | 59 | ( | 0.0% | ) | | 47 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.3 (2.6) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 23 | | IQR (CV) : 1 (0.8) |
|
22 distinct values |
 |
192483
(97.3%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 153.8 (182.2) | | min ≤ med ≤ max: | | 0 ≤ 110 ≤ 1080 | | IQR (CV) : 60 (1.2) |
|
118 distinct values |
 |
194880
(98.5%) |
| 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. 2011-12-09; 2011-12- | | 7. 2011-12-30; 2012-01- | | 8. 2012-01-18; 2012-02- | | 9. 2012-01-22; 2012-02- | | 10. 2012-12-25 | | [ 67 others ] |
|
| 195671 | ( | 98.9% | ) | | 1449 | ( | 0.7% | ) | | 36 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 621 | ( | 0.3% | ) |
|
|
0
(0.0%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. conventional | | 3. none | | 4. conventional tilled | | 5. flat | | 6. ridge | | 7. reduced tillage | | 8. unknown | | 9. ploughing | | 10. strip tillage | | [ 29 others ] |
|
| 159452 | ( | 80.6% | ) | | 10815 | ( | 5.5% | ) | | 6740 | ( | 3.4% | ) | | 2878 | ( | 1.5% | ) | | 2832 | ( | 1.4% | ) | | 2832 | ( | 1.4% | ) | | 2381 | ( | 1.2% | ) | | 1936 | ( | 1.0% | ) | | 1114 | ( | 0.6% | ) | | 1100 | ( | 0.6% | ) | | 5841 | ( | 3.0% | ) |
|
 |
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 |
|
| 195749 | ( | 98.9% | ) | | 327 | ( | 0.2% | ) | | 24 | ( | 0.0% | ) | | 374 | ( | 0.2% | ) | | 1120 | ( | 0.6% | ) | | 240 | ( | 0.1% | ) | | 87 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. basins | | 3. manual | | 4. raised beds | | 5. mechanized | | 6. transplanted | | 7. broadcasting | | 8. direct | | 9. mechanized line sowi | | 10. unknown | | [ 3 others ] |
|
| 190337 | ( | 96.2% | ) | | 2992 | ( | 1.5% | ) | | 1560 | ( | 0.8% | ) | | 789 | ( | 0.4% | ) | | 777 | ( | 0.4% | ) | | 510 | ( | 0.3% | ) | | 447 | ( | 0.2% | ) | | 264 | ( | 0.1% | ) | | 121 | ( | 0.1% | ) | | 52 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual |
|
| 196799 | ( | 99.4% | ) | | 687 | ( | 0.3% | ) | | 435 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 195739 | ( | 98.9% | ) | | 1753 | ( | 0.9% | ) | | 379 | ( | 0.2% | ) | | 5 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| uncertainty
[numeric] |
| Mean (sd) : 0.5 (1.6) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 23.2 | | IQR (CV) : 0.3 (3.3) |
|
113 distinct values |
 |
193922
(98.0%) |
| 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 |
|
| 193871 | ( | 98.0% | ) | | 47 | ( | 0.0% | ) | | 1521 | ( | 0.8% | ) | | 2121 | ( | 1.1% | ) | | 188 | ( | 0.1% | ) | | 44 | ( | 0.0% | ) | | 69 | ( | 0.0% | ) | | 50 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| row_spacing
[numeric] |
| Mean (sd) : 67.7 (17.1) | | min ≤ med ≤ max: | | 0.8 ≤ 75 ≤ 150 | | IQR (CV) : 15 (0.3) |
|
33 distinct values |
 |
166230
(84.0%) |
| plot_area
[numeric] |
| Mean (sd) : 77.1 (703.4) | | min ≤ med ≤ max: | | 0 ≤ 19.2 ≤ 30000 | | IQR (CV) : 32 (9.1) |
|
239 distinct values |
 |
181111
(91.5%) |
| 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% | ) |
|
 |
195660
(98.9%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
195660
(98.9%) |
| plant_spacing
[numeric] |
| Mean (sd) : 22.6 (12.8) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
27 distinct values |
 |
170967
(86.4%) |
| seed_density
[integer] |
| Mean (sd) : 3770.9 (13208.3) | | min ≤ med ≤ max: | | 80 ≤ 100 ≤ 72000 | | IQR (CV) : 0 (3.5) |
|
| 80 | : | 32 | ( | 0.8% | ) | | 100 | : | 3205 | ( | 81.1% | ) | | 120 | : | 425 | ( | 10.8% | ) | | 44444 | : | 201 | ( | 5.1% | ) | | 60000 | : | 18 | ( | 0.5% | ) | | 62500 | : | 70 | ( | 1.8% | ) | | 72000 | : | 2 | ( | 0.1% | ) |
|
 |
193968
(98.0%) |
| seed_rate
[numeric] |
| Mean (sd) : 7000352 (44387017) | | min ≤ med ≤ max: | | 0 ≤ 266666.7 ≤ 432050000 | | IQR (CV) : 720500 (6.3) |
|
133 distinct values |
 |
195195
(98.6%) |
| plant_density
[numeric] |
| Mean (sd) : 96906.6 (199116.4) | | min ≤ med ≤ max: | | 0 ≤ 44444 ≤ 3066667 | | IQR (CV) : 63300 (2.1) |
|
9611 distinct values |
 |
162543
(82.1%) |
| cob_density
[numeric] |
| Mean (sd) : 38583.7 (10975.5) | | min ≤ med ≤ max: | | 2222 ≤ 39716.3 ≤ 68877.6 | | IQR (CV) : 14643.6 (0.3) |
|
124 distinct values |
 |
197492
(99.8%) |
| spike_density
[numeric] |
| Mean (sd) : 155.5 (25.2) | | min ≤ med ≤ max: | | 109.9 ≤ 152.5 ≤ 224.5 | | IQR (CV) : 23.5 (0.2) |
|
31 distinct values |
 |
197885
(100.0%) |
| rain
[numeric] |
| Mean (sd) : 711.2 (493.8) | | min ≤ med ≤ max: | | 0 ≤ 669 ≤ 3000 | | IQR (CV) : 737 (0.7) |
|
362 distinct values |
 |
192627
(97.3%) |
| emergence_days
[integer] |
| Mean (sd) : 8.6 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
192523
(97.3%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
197729
(99.9%) |
| flowering_days
[integer] |
| Mean (sd) : 66.1 (21.4) | | min ≤ med ≤ max: | | 19 ≤ 73 ≤ 120 | | IQR (CV) : 39 (0.3) |
|
93 distinct values |
 |
191241
(96.6%) |
| anthesis_days
[integer] |
| Mean (sd) : 88 (9.7) | | min ≤ med ≤ max: | | 63 ≤ 90 ≤ 106 | | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
197127
(99.6%) |
| silking_days
[integer] |
| Mean (sd) : 74.3 (8.2) | | min ≤ med ≤ max: | | 56 ≤ 74 ≤ 97 | | IQR (CV) : 12 (0.1) |
|
39 distinct values |
 |
196236
(99.1%) |
| asi
[integer] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
196482
(99.3%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
196482
(99.3%) |
| maturity_days
[integer] |
| Mean (sd) : 120.5 (17.7) | | min ≤ med ≤ max: | | 78 ≤ 120 ≤ 221 | | IQR (CV) : 19 (0.1) |
|
94 distinct values |
 |
191639
(96.8%) |
| harvest_days
[integer] |
| Mean (sd) : 123.5 (16.6) | | min ≤ med ≤ max: | | 80 ≤ 119 ≤ 166 | | IQR (CV) : 20 (0.1) |
|
73 distinct values |
 |
195617
(98.8%) |
| plant_height
[numeric] |
| Mean (sd) : 91.3 (42.9) | | min ≤ med ≤ max: | | 10 ≤ 85 ≤ 569 | | IQR (CV) : 10 (0.5) |
|
1591 distinct values |
 |
174785
(88.3%) |
| ear_height
[numeric] |
| Mean (sd) : 168.1 (74.1) | | min ≤ med ≤ max: | | 77.5 ≤ 136 ≤ 338.8 | | IQR (CV) : 105.1 (0.4) |
|
124 distinct values |
 |
197753
(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 |
 |
197885
(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 |
 |
197797
(99.9%) |
| nodule_weight
[numeric] |
| Mean (sd) : 201.5 (185.2) | | min ≤ med ≤ max: | | 0 ≤ 136.2 ≤ 1133.2 | | IQR (CV) : 211.3 (0.9) |
|
153 distinct values |
 |
197761
(99.9%) |
| leaf_N
[numeric] |
| Mean (sd) : 4.1 (7.3) | | min ≤ med ≤ max: | | 0.3 ≤ 2.2 ≤ 39.9 | | IQR (CV) : 0.9 (1.8) |
|
2284 distinct values |
 |
195568
(98.8%) |
| leaf_K
[numeric] |
| Mean (sd) : 2.9 (3.7) | | min ≤ med ≤ max: | | 0.1 ≤ 2 ≤ 23.8 | | IQR (CV) : 0.6 (1.3) |
|
2257 distinct values |
 |
195604
(98.8%) |
| leaf_P
[numeric] |
| Mean (sd) : 0.4 (0.6) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 5 | | IQR (CV) : 0.1 (1.6) |
|
2247 distinct values |
 |
195604
(98.8%) |
| leaf_S
[numeric] |
| Mean (sd) : 1.9 (0.2) | | min ≤ med ≤ max: | | 0.8 ≤ 1.9 ≤ 2.5 | | IQR (CV) : 0.2 (0.1) |
|
64 distinct values |
 |
197762
(99.9%) |
| leaf_Mg
[numeric] |
| Mean (sd) : 0.4 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 6.9 | | IQR (CV) : 0.1 (1.7) |
|
2274 distinct values |
 |
195604
(98.8%) |
| leaf_Ca
[numeric] |
| Mean (sd) : 0.9 (1.1) | | min ≤ med ≤ max: | | 0.1 ≤ 0.6 ≤ 8.3 | | IQR (CV) : 0.2 (1.3) |
|
2198 distinct values |
 |
195604
(98.8%) |
| 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 |
 |
195748
(98.9%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1687.3 (6348.8) | | min ≤ med ≤ max: | | 1.7 ≤ 13.5 ≤ 46900 | | IQR (CV) : 6.6 (3.8) |
|
2250 distinct values |
 |
195604
(98.8%) |
| leaf_Cu
[numeric] |
| Mean (sd) : 803 (2908.3) | | min ≤ med ≤ max: | | 0.4 ≤ 6.2 ≤ 20000 | | IQR (CV) : 3.3 (3.6) |
|
2081 distinct values |
 |
195748
(98.9%) |
| leaf_Mn
[numeric] |
| Mean (sd) : 2526 (9979.6) | | min ≤ med ≤ max: | | 3.6 ≤ 49.6 ≤ 118000 | | IQR (CV) : 43.2 (4) |
|
2147 distinct values |
 |
195748
(98.9%) |
| leaf_B
[numeric] |
| Mean (sd) : 489 (1726.5) | | min ≤ med ≤ max: | | 0.6 ≤ 4.4 ≤ 9400 | | IQR (CV) : 7 (3.5) |
|
2051 distinct values |
 |
195748
(98.9%) |
| leaf_Al
[integer] |
| Mean (sd) : 31162.3 (20093.5) | | min ≤ med ≤ max: | | 10000 ≤ 28600 ≤ 231900 | | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
197762
(99.9%) |
| leaf_Na
[integer] |
| Mean (sd) : 8372.5 (2910) | | min ≤ med ≤ max: | | 4400 ≤ 7850 ≤ 20000 | | IQR (CV) : 2825 (0.3) |
|
52 distinct values |
 |
197841
(100.0%) |
| grain_N
[numeric] |
| Mean (sd) : 17.1 (25.2) | | min ≤ med ≤ max: | | 0.4 ≤ 11.3 ≤ 200.8 | | IQR (CV) : 17.9 (1.5) |
|
5678 distinct values |
 |
190723
(96.4%) |
| grain_K
[numeric] |
| Mean (sd) : 15.3 (48.3) | | min ≤ med ≤ max: | | 0 ≤ 1.2 ≤ 256 | | IQR (CV) : 3.3 (3.2) |
|
3510 distinct values |
 |
193477
(97.8%) |
| grain_P
[numeric] |
| Mean (sd) : 1.5 (2.7) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 37.9 | | IQR (CV) : 1.9 (1.9) |
|
3715 distinct values |
 |
192768
(97.4%) |
| grain_S
[numeric] |
| Mean (sd) : 1 (1.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 18.1 | | IQR (CV) : 1.2 (1.7) |
|
826 distinct values |
 |
196643
(99.4%) |
| grain_Mg
[numeric] |
| Mean (sd) : 0.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 5.7 | | IQR (CV) : 0.9 (1.6) |
|
1692 distinct values |
 |
195510
(98.8%) |
| grain_Ca
[numeric] |
| Mean (sd) : 1 (2.1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 16.8 | | IQR (CV) : 0.6 (2.2) |
|
1639 distinct values |
 |
195699
(98.9%) |
| grain_Fe
[numeric] |
| Mean (sd) : 54.8 (64.5) | | min ≤ med ≤ max: | | -0.4 ≤ 37.6 ≤ 1237.3 | | IQR (CV) : 66.3 (1.2) |
|
1320 distinct values |
 |
196027
(99.0%) |
| grain_Zn
[numeric] |
| Mean (sd) : 22.2 (26.2) | | min ≤ med ≤ max: | | -0.4 ≤ 17.2 ≤ 282.4 | | IQR (CV) : 19 (1.2) |
|
2056 distinct values |
 |
194300
(98.2%) |
| grain_Cu
[numeric] |
| Mean (sd) : 4.3 (4.8) | | min ≤ med ≤ max: | | -0.1 ≤ 2.1 ≤ 51.1 | | IQR (CV) : 5.4 (1.1) |
|
1727 distinct values |
 |
195597
(98.8%) |
| grain_Mn
[numeric] |
| Mean (sd) : 73.4 (223.6) | | min ≤ med ≤ max: | | 0 ≤ 11.9 ≤ 3544.4 | | IQR (CV) : 60.9 (3) |
|
1867 distinct values |
 |
195589
(98.8%) |
| grain_B
[numeric] |
| Mean (sd) : 10 (9.2) | | min ≤ med ≤ max: | | 0 ≤ 9 ≤ 37.5 | | IQR (CV) : 10.6 (0.9) |
|
834 distinct values |
 |
196999
(99.5%) |
| 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 |
 |
197641
(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 |
 |
197073
(99.6%) |
| 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 |
 |
197909
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.1) |
|
9 distinct values |
 |
197910
(100.0%) |
| grain_protein
[numeric] |
| Mean (sd) : 154.5 (116.6) | | min ≤ med ≤ max: | | 0 ≤ 115.3 ≤ 919.2 | | IQR (CV) : 63 (0.8) |
|
1683 distinct values |
 |
195074
(98.6%) |
| residue_N
[numeric] |
| Mean (sd) : 6.9 (17.3) | | min ≤ med ≤ max: | | 0 ≤ 1.6 ≤ 246.3 | | IQR (CV) : 5.2 (2.5) |
|
3045 distinct values |
 |
194281
(98.2%) |
| residue_P
[numeric] |
| Mean (sd) : 1 (6.9) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 114.4 | | IQR (CV) : 0.5 (6.9) |
|
2261 distinct values |
 |
195254
(98.7%) |
| residue_K
[numeric] |
| Mean (sd) : 5.6 (6.7) | | min ≤ med ≤ max: | | 0 ≤ 2.4 ≤ 40.2 | | IQR (CV) : 6.6 (1.2) |
|
2348 distinct values |
 |
195303
(98.7%) |
| residue_Mg
[numeric] |
| Mean (sd) : 0.6 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 6.2 | | IQR (CV) : 0.2 (1.7) |
|
954 distinct values |
 |
196867
(99.5%) |
| residue_Ca
[numeric] |
| Mean (sd) : 1.3 (2.4) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 15.9 | | IQR (CV) : 0.3 (1.9) |
|
884 distinct values |
 |
196928
(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 |
 |
196862
(99.5%) |
| 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 |
 |
196872
(99.5%) |
| 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 |
 |
196900
(99.5%) |
| 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 |
 |
196761
(99.4%) |
| 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 |
 |
197073
(99.6%) |
| residue_S
[numeric] |
| Mean (sd) : 1.6 (1.6) | | min ≤ med ≤ max: | | 0 ≤ 1.1 ≤ 10.4 | | IQR (CV) : 1.5 (1) |
|
141 distinct values |
 |
197687
(99.9%) |
| residue_B
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
197837
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
197899
(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 |
 |
197909
(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 |
|
| 196642 | ( | 99.4% | ) | | 155 | ( | 0.1% | ) | | 196 | ( | 0.1% | ) | | 30 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 295 | ( | 0.1% | ) | | 363 | ( | 0.2% | ) | | 25 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
195356
(98.7%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. glyphosate | | 3. sulfosulfuron;metsul | | 4. glyphosate;tribenuro | | 5. sulfosulfuron | | 6. metolachlor | | 7. sulfosulfuron;carfen | | 8. carfentrazone-ethyl | | 9. metsulfuron;sulfosul | | 10. carfentrazone;sulfos | | [ 5 others ] |
|
| 195446 | ( | 98.7% | ) | | 1123 | ( | 0.6% | ) | | 733 | ( | 0.4% | ) | | 118 | ( | 0.1% | ) | | 111 | ( | 0.1% | ) | | 95 | ( | 0.0% | ) | | 66 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 93 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| 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% | ) |
|
 |
197117
(99.6%) |
| herbicide_dates
[IDate,
Date] |
| min : 2014-11-10 | | med : 2018-06-17 | | max : 2022-01-02 | | range : 7y 1m 23d |
|
197 distinct values |
 |
196453
(99.3%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 28.2 (71.2) | | min ≤ med ≤ max: | | 0 ≤ 16 ≤ 400 | | IQR (CV) : 11.8 (2.5) |
|
18 distinct values |
 |
196347
(99.2%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
197510
(99.8%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. Herbicide applicatio | | 3. herbicide, post-emer | | 4. herbicide, pre-emerg | | 5. herbicide, pre-emerg | | 6. mechanical | | 7. none | | 8. Roundup | | 9. weeding | | 10. Weeding |
|
| 197254 | ( | 99.7% | ) | | 93 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 287 | ( | 0.1% | ) | | 17 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 2.2 (0.6) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 3 | | IQR (CV) : 1 (0.3) |
|
| 1 | : | 103 | ( | 8.0% | ) | | 2 | : | 783 | ( | 60.8% | ) | | 3 | : | 401 | ( | 31.2% | ) |
|
 |
196634
(99.3%) |
| weeding_dates
[character] |
| 1. (Empty string) | | 2. 2011-12-29 | | 3. 2015-11-20 | | 4. 2011-12-28 | | 5. 2012-01-05 | | 6. 2012-01-22 | | 7. 2012-01-26 | | 8. 2012-02-07 | | 9. 2016-11-15 | | 10. 2015-11-10 | | [ 162 others ] |
|
| 196726 | ( | 99.4% | ) | | 45 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 932 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| weeding_implement
[character] |
| 1. (Empty string) | | 2. manual | | 3. unknown |
|
| 197464 | ( | 99.8% | ) | | 112 | ( | 0.1% | ) | | 345 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| weed_species
[character] |
| 1. (Empty string) | | 2. B. pilosa | | 3. Black Jack, Macdonal | | 4. Black Jack, Macdonal | | 5. C. albida | | 6. C.nlemfuensis | | 7. M. repens | | 8. Macdonald weed | | 9. R.scabra |
|
| 197785 | ( | 99.9% | ) | | 32 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weed_biomass
[numeric] |
| Mean (sd) : 342.8 (386.7) | | min ≤ med ≤ max: | | 0 ≤ 212.5 ≤ 3952.8 | | IQR (CV) : 445.2 (1.1) |
|
4142 distinct values |
 |
192569
(97.3%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 197841 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
197056
(99.6%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. dimethoate | | 3. fipronil | | 4. lambda-cyhalothrin | | 5. none |
|
| 197542 | ( | 99.8% | ) | | 54 | ( | 0.0% | ) | | 71 | ( | 0.0% | ) | | 112 | ( | 0.1% | ) | | 142 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| insecticide_dates
[IDate,
Date] |
| min : 1999-01-01 | | med : 2016-10-28 | | max : 2017-01-08 | | range : 18y 0m 7d |
|
37 distinct values |
 |
197532
(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 |
 |
197117
(99.6%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 1.9 (4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 11.2 | | IQR (CV) : 1 (2.1) |
|
4 distinct values |
 |
197461
(99.8%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 197596 | ( | 99.8% | ) | | 254 | ( | 0.1% | ) | | 71 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 197841 | ( | 100.0% | ) | | 46 | ( | 0.0% | ) | | 34 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_species
[character] |
| 1. (Empty string) | | 2. Aphids | | 3. Aphids; birds | | 4. Aphids; birds goats | | 5. Birds | | 6. Birds; aphids | | 7. Birds; chickens ,aph | | 8. Birds; chickens; rat | | 9. Birds; goats | | 10. Rats; birds ,aphids |
|
| 197841 | ( | 100.0% | ) | | 18 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| pest_number
[logical] |
|
|
|
197921
(100.0%) |
| 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% | ) |
|
 |
197117
(99.6%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 4 | | 6. mild | | 7. severe |
|
| 197733 | ( | 99.9% | ) | | 67 | ( | 0.0% | ) | | 26 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 74 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
 |
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 |
 |
197885
(100.0%) |
| diseases
[character] |
| 1. (Empty string) | | 2. alternaria blight | | 3. Angular leaf spot | | 4. Anthracnose | | 5. Anthracnose, angular | | 6. Anthracnose; angular | | 7. Bean common mosaic v | | 8. Hall bright, angular | | 9. Hall bright; angular | | 10. Hallow blight ,angul | | 11. Hallow blight ,angul |
|
| 197689 | ( | 99.9% | ) | | 72 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| residue_prevcrop
[numeric] |
| Mean (sd) : 5381.5 (4189.1) | | min ≤ med ≤ max: | | 1007.5 ≤ 4527.8 ≤ 19042.2 | | IQR (CV) : 3636.6 (0.8) |
|
27 distinct values |
 |
197894
(100.0%) |
| residue_prevcrop_used
[logical] |
|
|
 |
196877
(99.5%) |
| mulch
[integer] |
| Mean (sd) : 2005.7 (2114) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
196113
(99.1%) |
| mulch_type
[character] |
| 1. (Empty string) | | 2. ? | | 3. cotton | | 4. forest | | 5. gramineae | | 6. gramineae+legume | | 7. legume | | 8. no mulch | | 9. straw |
|
| 195763 | ( | 98.9% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.5% | ) | | 292 | ( | 0.1% | ) | | 184 | ( | 0.1% | ) | | 447 | ( | 0.2% | ) | | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. Arthrobacter; Azotob | | 3. Carboxin; Thiram; Ch | | 4. Metarhizium anisopli | | 5. none | | 6. Thiabendazole; Fludi | | 7. Thiabendazole; Fludi | | 8. Trichodermaharzianum |
|
| 197855 | ( | 100.0% | ) | | 11 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 11 | ( | 0.0% | ) | | 11 | ( | 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 |
 |
197538
(99.8%) |
| previous_crop_residue_perc
[integer] |
| Mean (sd) : 33.9 (36.8) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 100 | | IQR (CV) : 50 (1.1) |
|
13 distinct values |
 |
196068
(99.1%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 194116 | ( | 98.1% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
| crop_price
[numeric] |
| Mean (sd) : 8.9 (8.7) | | min ≤ med ≤ max: | | 0 ≤ 5.4 ≤ 50.1 | | IQR (CV) : 17.3 (1) |
|
660 distinct values |
 |
196849
(99.5%) |
| fertilizer_price
[numeric] |
| Mean (sd) : 38.2 (7.6) | | min ≤ med ≤ max: | | 23.3 ≤ 40.1 ≤ 50.8 | | IQR (CV) : 10.1 (0.2) |
|
19 distinct values |
 |
197461
(99.8%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. USD |
|
| 196533 | ( | 99.3% | ) | | 188 | ( | 0.1% | ) | | 460 | ( | 0.2% | ) | | 308 | ( | 0.2% | ) | | 96 | ( | 0.0% | ) | | 336 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 197841 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.4 (1.1) | | min ≤ med ≤ max: | | 0.1 ≤ 2.3 ≤ 6.8 | | IQR (CV) : 1.4 (0.4) |
|
777 distinct values |
 |
196897
(99.5%) |
| harvest_index
[numeric] |
| Mean (sd) : 2.1 (8.8) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 93 | | IQR (CV) : 0.1 (4.2) |
|
3415 distinct values |
 |
193880
(98.0%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 196440 | ( | 99.3% | ) | | 632 | ( | 0.3% | ) | | 849 | ( | 0.4% | ) |
|
 |
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% | ) |
|
 |
197849
(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 |
 |
197885
(100.0%) |
| severity_scale
[character] |
|
|
 |
0
(0.0%) |
| CA_years
[integer] |
| Mean (sd) : 2.8 (1.9) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 10 | | IQR (CV) : 3 (0.7) |
|
| 1 | : | 655 | ( | 31.8% | ) | | 2 | : | 517 | ( | 25.1% | ) | | 3 | : | 348 | ( | 16.9% | ) | | 4 | : | 206 | ( | 10.0% | ) | | 5 | : | 117 | ( | 5.7% | ) | | 6 | : | 95 | ( | 4.6% | ) | | 7 | : | 60 | ( | 2.9% | ) | | 8 | : | 26 | ( | 1.3% | ) | | 9 | : | 24 | ( | 1.2% | ) | | 10 | : | 14 | ( | 0.7% | ) |
|
 |
195859
(99.0%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. Lixisols | | 3. Nitosols Andosols | | 4. ALFISOL | | 5. Cambisol | | 6. Vertisols | | 7. Nitosol | | 8. Gleysols Histosols F | | 9. Cambisols | | 10. sandy loam | | [ 102 others ] |
|
| 167891 | ( | 84.8% | ) | | 2603 | ( | 1.3% | ) | | 2320 | ( | 1.2% | ) | | 1449 | ( | 0.7% | ) | | 1430 | ( | 0.7% | ) | | 1352 | ( | 0.7% | ) | | 1335 | ( | 0.7% | ) | | 989 | ( | 0.5% | ) | | 923 | ( | 0.5% | ) | | 870 | ( | 0.4% | ) | | 16759 | ( | 8.5% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.2 (1) | | min ≤ med ≤ max: | | 0 ≤ 6 ≤ 8.7 | | IQR (CV) : 1.3 (0.2) |
|
616 distinct values |
 |
162340
(82.0%) |
| soil_pH_KCl
[numeric] |
| Mean (sd) : 6.2 (1) | | min ≤ med ≤ max: | | 4.1 ≤ 6.6 ≤ 7.8 | | IQR (CV) : 1.2 (0.2) |
|
18 distinct values |
 |
197605
(99.8%) |
| soil_pH_CaCl2
[numeric] |
| Mean (sd) : 5.9 (1.8) | | min ≤ med ≤ max: | | 0 ≤ 6.3 ≤ 8.4 | | IQR (CV) : 2.3 (0.3) |
|
58 distinct values |
 |
195435
(98.7%) |
| soil_SOC
[numeric] |
| Mean (sd) : 11 (38.9) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 570 | | IQR (CV) : 1.5 (3.5) |
|
861 distinct values |
 |
174914
(88.4%) |
| soil_SOM
[numeric] |
| Mean (sd) : 2.7 (5.3) | | min ≤ med ≤ max: | | 0 ≤ 1.4 ≤ 59 | | IQR (CV) : 1.5 (2) |
|
390 distinct values |
 |
189613
(95.8%) |
| soil_sand
[numeric] |
| Mean (sd) : 58.6 (79.6) | | min ≤ med ≤ max: | | 0 ≤ 49.8 ≤ 862.6 | | IQR (CV) : 43 (1.4) |
|
853 distinct values |
 |
177212
(89.5%) |
| soil_clay
[numeric] |
| Mean (sd) : 35.6 (65.1) | | min ≤ med ≤ max: | | 0 ≤ 24 ≤ 764.3 | | IQR (CV) : 24.1 (1.8) |
|
556 distinct values |
 |
171742
(86.8%) |
| soil_silt
[numeric] |
| Mean (sd) : 36.2 (46) | | min ≤ med ≤ max: | | 0 ≤ 21 ≤ 340.4 | | IQR (CV) : 43 (1.3) |
|
359 distinct values |
 |
183594
(92.8%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. clay loam | | 3. sandy loam | | 4. clay | | 5. silt | | 6. loam | | 7. FAr | | 8. loamy sand | | 9. Ar | | 10. F | | [ 11 others ] |
|
| 193371 | ( | 97.7% | ) | | 741 | ( | 0.4% | ) | | 737 | ( | 0.4% | ) | | 687 | ( | 0.3% | ) | | 505 | ( | 0.3% | ) | | 479 | ( | 0.2% | ) | | 315 | ( | 0.2% | ) | | 283 | ( | 0.1% | ) | | 162 | ( | 0.1% | ) | | 120 | ( | 0.1% | ) | | 521 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| soil_N
[numeric] |
| Mean (sd) : 924.1 (6057.5) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 209205 | | IQR (CV) : 129.9 (6.6) |
|
622 distinct values |
 |
186590
(94.3%) |
| soil_K
[numeric] |
| Mean (sd) : 200.9 (376.9) | | min ≤ med ≤ max: | | 0.1 ≤ 78 ≤ 7800 | | IQR (CV) : 259.8 (1.9) |
|
445 distinct values |
 |
185106
(93.5%) |
| soil_K_Mehlich
[numeric] |
| Mean (sd) : 52118 (70768) | | min ≤ med ≤ max: | | 22 ≤ 370.7 ≤ 3e+05 | | IQR (CV) : 101827 (1.4) |
|
230 distinct values |
 |
196984
(99.5%) |
| soil_P_total
[numeric] |
| Mean (sd) : 23.5 (69) | | min ≤ med ≤ max: | | 0 ≤ 10.7 ≤ 1630 | | IQR (CV) : 16.5 (2.9) |
|
368 distinct values |
 |
189708
(95.9%) |
| soil_P_available
[numeric] |
| Mean (sd) : 1088.6 (6756.3) | | min ≤ med ≤ max: | | 0 ≤ 11.4 ≤ 315000 | | IQR (CV) : 22.1 (6.2) |
|
801 distinct values |
 |
188762
(95.4%) |
| soil_P_Mehlich
[numeric] |
| Mean (sd) : 464.4 (3168.5) | | min ≤ med ≤ max: | | 0 ≤ 11.3 ≤ 46000 | | IQR (CV) : 17.8 (6.8) |
|
227 distinct values |
 |
193629
(97.8%) |
| soil_Ca
[numeric] |
| Mean (sd) : 814.3 (1355.9) | | min ≤ med ≤ max: | | 0.4 ≤ 2.7 ≤ 5339 | | IQR (CV) : 1519.4 (1.7) |
|
370 distinct values |
 |
192313
(97.2%) |
| soil_Ca_Mehlich
[numeric] |
| Mean (sd) : 636445.3 (997171.8) | | min ≤ med ≤ max: | | 1.2 ≤ 4267 ≤ 2734000 | | IQR (CV) : 1906713 (1.6) |
|
110 distinct values |
 |
197645
(99.9%) |
| soil_Mg
[numeric] |
| Mean (sd) : 130.3 (255.3) | | min ≤ med ≤ max: | | 0.2 ≤ 0.8 ≤ 1560.7 | | IQR (CV) : 134.5 (2) |
|
426 distinct values |
 |
192313
(97.2%) |
| soil_Mg_Mehlich
[numeric] |
| Mean (sd) : 218400 (49396.3) | | min ≤ med ≤ max: | | 139000 ≤ 211000 ≤ 357000 | | IQR (CV) : 75500 (0.2) |
|
66 distinct values |
 |
197841
(100.0%) |
| soil_B
[numeric] |
| Mean (sd) : 0.3 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 2.7 | | IQR (CV) : 0.3 (1.2) |
|
231 distinct values |
 |
195139
(98.6%) |
| soil_B_Mehlich
[integer] |
| Mean (sd) : 968.5 (294.5) | | min ≤ med ≤ max: | | 440 ≤ 910 ≤ 2000 | | IQR (CV) : 442.5 (0.3) |
|
53 distinct values |
 |
197841
(100.0%) |
| soil_Cu
[numeric] |
| Mean (sd) : 5 (4.4) | | min ≤ med ≤ max: | | 0.2 ≤ 3.4 ≤ 26.3 | | IQR (CV) : 5.9 (0.9) |
|
174 distinct values |
 |
195748
(98.9%) |
| soil_Cu_Mehlich
[integer] |
| Mean (sd) : 2805.6 (312.9) | | min ≤ med ≤ max: | | 2290 ≤ 2765 ≤ 3770 | | IQR (CV) : 420 (0.1) |
|
59 distinct values |
 |
197841
(100.0%) |
| soil_Mn
[numeric] |
| Mean (sd) : 76.9 (71.7) | | min ≤ med ≤ max: | | 3.7 ≤ 60.7 ≤ 413.7 | | IQR (CV) : 89 (0.9) |
|
280 distinct values |
 |
196222
(99.1%) |
| soil_Mn_Mehlich
[integer] |
| Mean (sd) : 55887.5 (12683.1) | | min ≤ med ≤ max: | | 25000 ≤ 54500 ≤ 85000 | | IQR (CV) : 17000 (0.2) |
|
43 distinct values |
 |
197841
(100.0%) |
| soil_Fe
[numeric] |
| Mean (sd) : 108 (97.1) | | min ≤ med ≤ max: | | 0 ≤ 99.3 ≤ 995 | | IQR (CV) : 131.7 (0.9) |
|
287 distinct values |
 |
194690
(98.4%) |
| soil_Fe_Mehlich
[integer] |
| Mean (sd) : 160087.5 (35960.3) | | min ≤ med ≤ max: | | 86000 ≤ 159000 ≤ 284000 | | IQR (CV) : 47000 (0.2) |
|
63 distinct values |
 |
197841
(100.0%) |
| soil_S
[numeric] |
| Mean (sd) : 74.6 (893.8) | | min ≤ med ≤ max: | | 0.7 ≤ 12 ≤ 14200 | | IQR (CV) : 9.7 (12) |
|
205 distinct values |
 |
194910
(98.5%) |
| soil_S_Mehlich
[numeric] |
| Mean (sd) : 5005.4 (5028.3) | | min ≤ med ≤ max: | | 2.7 ≤ 8000 ≤ 14000 | | IQR (CV) : 9991.8 (1) |
|
28 distinct values |
 |
197763
(99.9%) |
| soil_Zn
[numeric] |
| Mean (sd) : 4.5 (5.4) | | min ≤ med ≤ max: | | 0 ≤ 2.1 ≤ 69.1 | | IQR (CV) : 6.4 (1.2) |
|
281 distinct values |
 |
192221
(97.1%) |
| soil_Zn_Mehlich
[integer] |
| Mean (sd) : 3498.9 (1154.5) | | min ≤ med ≤ max: | | 2330 ≤ 3215 ≤ 8030 | | IQR (CV) : 875 (0.3) |
|
71 distinct values |
 |
197841
(100.0%) |
| soil_Na
[numeric] |
| Mean (sd) : 966.2 (4682.4) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 95000 | | IQR (CV) : 12.2 (4.8) |
|
106 distinct values |
 |
196251
(99.2%) |
| soil_Al_Mehlich
[integer] |
| Mean (sd) : 399600 (43160.5) | | min ≤ med ≤ max: | | 319000 ≤ 397000 ≤ 503000 | | IQR (CV) : 60750 (0.1) |
|
62 distinct values |
 |
197841
(100.0%) |
| soil_C
[numeric] |
| Mean (sd) : 48.6 (86.6) | | min ≤ med ≤ max: | | 0 ≤ 16 ≤ 595.2 | | IQR (CV) : 58.7 (1.8) |
|
168 distinct values |
 |
196734
(99.4%) |
| soil_EC
[numeric] |
| Mean (sd) : 21.5 (30) | | min ≤ med ≤ max: | | 0.1 ≤ 4.6 ≤ 125 | | IQR (CV) : 37 (1.4) |
|
834 distinct values |
 |
196367
(99.2%) |
| soil_bd
[numeric] |
| Mean (sd) : 3947.5 (21031.8) | | min ≤ med ≤ max: | | 0 ≤ 1130 ≤ 141000 | | IQR (CV) : 1348.6 (5.3) |
|
27 distinct values |
 |
197572
(99.8%) |
| soil_sample_top
[integer] |
| Min : 0 | | Mean : 6.2 | | Max : 15 |
|
| 0 | : | 183 | ( | 58.8% | ) | | 15 | : | 128 | ( | 41.2% | ) |
|
 |
197610
(99.8%) |
| soil_sample_bottom
[integer] |
| Mean (sd) : 34.4 (6.2) | | min ≤ med ≤ max: | | 20 ≤ 40 ≤ 40 | | IQR (CV) : 10 (0.2) |
|
| 20 | : | 12 | ( | 6.6% | ) | | 30 | : | 78 | ( | 42.6% | ) | | 40 | : | 93 | ( | 50.8% | ) |
|
 |
197738
(99.9%) |
| soil_CEC
[numeric] |
| Mean (sd) : 20 (10) | | min ≤ med ≤ max: | | 0 ≤ 20.1 ≤ 50.8 | | IQR (CV) : 11.4 (0.5) |
|
209 distinct values |
 |
191804
(96.9%) |
| 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 |
 |
196997
(99.5%) |
| soil_ex_Ca
[numeric] |
| Mean (sd) : 5.5 (5.2) | | min ≤ med ≤ max: | | 1.1 ≤ 3.4 ≤ 21.3 | | IQR (CV) : 6.6 (0.9) |
|
57 distinct values |
 |
197268
(99.7%) |
| soil_ex_Mg
[numeric] |
| Mean (sd) : 1.8 (1.6) | | min ≤ med ≤ max: | | 0.3 ≤ 1 ≤ 6.3 | | IQR (CV) : 2 (0.9) |
|
58 distinct values |
 |
197268
(99.7%) |
| soil_ex_K
[numeric] |
| Mean (sd) : 87.7 (109.3) | | min ≤ med ≤ max: | | 0 ≤ 66 ≤ 515.3 | | IQR (CV) : 119.7 (1.2) |
|
175 distinct values |
 |
196106
(99.1%) |
| soil_ex_Na
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.3) |
|
3 distinct values |
 |
197898
(100.0%) |
| soil_ex_Al
[numeric] |
| Mean (sd) : 0.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 4 | | IQR (CV) : 1 (1.3) |
|
12 distinct values |
 |
197881
(100.0%) |
| 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 ] |
|
| 195373 | ( | 98.7% | ) | | 691 | ( | 0.3% | ) | | 533 | ( | 0.3% | ) | | 493 | ( | 0.2% | ) | | 221 | ( | 0.1% | ) | | 194 | ( | 0.1% | ) | | 153 | ( | 0.1% | ) | | 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 |
|
| 197841 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 197753 | ( | 99.9% | ) | | 62 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_depth
[integer] |
| Mean (sd) : 39.1 (17.9) | | min ≤ med ≤ max: | | 0 ≤ 35 ≤ 80 | | IQR (CV) : 36 (0.5) |
|
62 distinct values |
 |
197021
(99.5%) |
| soil_constraint
[character] |
| 1. (Empty string) | | 2. acidic | | 3. do not know | | 4. none | | 5. saline |
|
| 195743 | ( | 98.9% | ) | | 250 | ( | 0.1% | ) | | 105 | ( | 0.1% | ) | | 1717 | ( | 0.9% | ) | | 106 | ( | 0.1% | ) |
|
 |
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 |
 |
197468
(99.8%) |
| 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 |
 |
197881
(100.0%) |
| soil_WHC_sat
[numeric] |
| Mean (sd) : 7.2 (13.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 37 | | IQR (CV) : 0 (1.9) |
|
5 distinct values |
 |
197859
(100.0%) |