| 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 | | [ 1232 others ] |
|
| 178598 | ( | 97.5% | ) | | 186 | ( | 0.1% | ) | | 110 | ( | 0.1% | ) | | 110 | ( | 0.1% | ) | | 42 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 38 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 3936 | ( | 2.1% | ) |
|
 |
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 | | [ 309 others ] |
|
| 167141 | ( | 91.3% | ) | | 2279 | ( | 1.2% | ) | | 2011 | ( | 1.1% | ) | | 1919 | ( | 1.0% | ) | | 767 | ( | 0.4% | ) | | 467 | ( | 0.3% | ) | | 320 | ( | 0.2% | ) | | 180 | ( | 0.1% | ) | | 171 | ( | 0.1% | ) | | 149 | ( | 0.1% | ) | | 7734 | ( | 4.2% | ) |
|
 |
0
(0.0%) |
| country
[character] |
| 1. Nigeria | | 2. Mexico | | 3. Ethiopia | | 4. Philippines | | 5. Mozambique | | 6. India | | 7. Tanzania | | 8. Malawi | | 9. Kenya | | 10. Rwanda | | [ 55 others ] |
|
| 29080 | ( | 15.9% | ) | | 27004 | ( | 14.7% | ) | | 13615 | ( | 7.4% | ) | | 13500 | ( | 7.4% | ) | | 13127 | ( | 7.2% | ) | | 12698 | ( | 6.9% | ) | | 12493 | ( | 6.8% | ) | | 10105 | ( | 5.5% | ) | | 8573 | ( | 4.7% | ) | | 8389 | ( | 4.6% | ) | | 34554 | ( | 18.9% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Laguna | | 4. Bihar | | 5. Oromia | | 6. Amhara | | 7. Kano | | 8. Kaduna | | 9. Telanyana | | 10. SNNP | | [ 310 others ] |
|
| 93085 | ( | 50.8% | ) | | 17014 | ( | 9.3% | ) | | 13481 | ( | 7.4% | ) | | 4815 | ( | 2.6% | ) | | 3296 | ( | 1.8% | ) | | 2612 | ( | 1.4% | ) | | 2050 | ( | 1.1% | ) | | 1823 | ( | 1.0% | ) | | 1693 | ( | 0.9% | ) | | 1641 | ( | 0.9% | ) | | 41628 | ( | 22.7% | ) |
|
 |
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 | | [ 424 others ] |
|
| 130202 | ( | 71.1% | ) | | 4523 | ( | 2.5% | ) | | 2424 | ( | 1.3% | ) | | 1896 | ( | 1.0% | ) | | 1693 | ( | 0.9% | ) | | 1518 | ( | 0.8% | ) | | 1517 | ( | 0.8% | ) | | 1202 | ( | 0.7% | ) | | 1052 | ( | 0.6% | ) | | 843 | ( | 0.5% | ) | | 36268 | ( | 19.8% | ) |
|
 |
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 ] |
|
| 167629 | ( | 91.5% | ) | | 1641 | ( | 0.9% | ) | | 1489 | ( | 0.8% | ) | | 1043 | ( | 0.6% | ) | | 1004 | ( | 0.5% | ) | | 684 | ( | 0.4% | ) | | 684 | ( | 0.4% | ) | | 324 | ( | 0.2% | ) | | 288 | ( | 0.2% | ) | | 276 | ( | 0.2% | ) | | 8076 | ( | 4.4% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Mpungu | | 3. Rutenga |
|
| 183058 | ( | 100.0% | ) | | 26 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 183058 | ( | 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. Ciudad Obregón | | 7. Lemo | | 8. Lushoto | | 9. Patancheru | | 10. Tsangano | | [ 1936 others ] |
|
| 40069 | ( | 21.9% | ) | | 13500 | ( | 7.4% | ) | | 13481 | ( | 7.4% | ) | | 4514 | ( | 2.5% | ) | | 3803 | ( | 2.1% | ) | | 2796 | ( | 1.5% | ) | | 2052 | ( | 1.1% | ) | | 1793 | ( | 1.0% | ) | | 1693 | ( | 0.9% | ) | | 1640 | ( | 0.9% | ) | | 97797 | ( | 53.4% | ) |
|
 |
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 | | [ 849 others ] |
|
| 123935 | ( | 67.7% | ) | | 13500 | ( | 7.4% | ) | | 12857 | ( | 7.0% | ) | | 2477 | ( | 1.4% | ) | | 1693 | ( | 0.9% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 24836 | ( | 13.6% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
183111
(100.0%) |
| geo_from_source
[logical] |
|
| 118018 | ( | 67.3% | ) | | 57221 | ( | 32.7% | ) |
|
 |
7899
(4.3%) |
| elevation
[numeric] |
| Mean (sd) : 1168.6 (566.3) | | min ≤ med ≤ max: | | 0 ≤ 1230 ≤ 2849 | | IQR (CV) : 831 (0.5) |
|
1583 distinct values |
 |
157791
(86.2%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2012 | | 6. 2017 | | 7. 2019 | | 8. 2016 | | 9. 2010 | | 10. 2011 | | [ 1612 others ] |
|
| 28701 | ( | 15.7% | ) | | 16975 | ( | 9.3% | ) | | 11621 | ( | 6.3% | ) | | 8620 | ( | 4.7% | ) | | 4189 | ( | 2.3% | ) | | 3686 | ( | 2.0% | ) | | 3441 | ( | 1.9% | ) | | 3439 | ( | 1.9% | ) | | 2768 | ( | 1.5% | ) | | 2398 | ( | 1.3% | ) | | 97300 | ( | 53.1% | ) |
|
 |
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 |
 |
179651
(98.1%) |
| transplanting_date
[IDate, Date] |
| min : 2013-02-06 | | med : 2014-07-24 | | max : 2015-09-05 | | range : 2y 6m 30d |
|
219 distinct values |
 |
180843
(98.7%) |
| 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 ] |
|
| 180281 | ( | 98.4% | ) | | 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 | ( | 1.3% | ) |
|
 |
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 |
 |
180945
(98.8%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2014 | | 3. 2017-11-01 | | 4. 2015 | | 5. 2013 | | 6. 2012 | | 7. 2010 | | 8. 2020 | | 9. 2011 | | 10. 2019 | | [ 1623 others ] |
|
| 107829 | ( | 58.9% | ) | | 4147 | ( | 2.3% | ) | | 3625 | ( | 2.0% | ) | | 3523 | ( | 1.9% | ) | | 2916 | ( | 1.6% | ) | | 1840 | ( | 1.0% | ) | | 1730 | ( | 0.9% | ) | | 1562 | ( | 0.9% | ) | | 1439 | ( | 0.8% | ) | | 1138 | ( | 0.6% | ) | | 53389 | ( | 29.2% | ) |
|
 |
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 ] |
|
| 145594 | ( | 79.5% | ) | | 4698 | ( | 2.6% | ) | | 4505 | ( | 2.5% | ) | | 4278 | ( | 2.3% | ) | | 2995 | ( | 1.6% | ) | | 2880 | ( | 1.6% | ) | | 2784 | ( | 1.5% | ) | | 2209 | ( | 1.2% | ) | | 1892 | ( | 1.0% | ) | | 1410 | ( | 0.8% | ) | | 9893 | ( | 5.4% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
| 48062 | ( | 29.3% | ) | | 116236 | ( | 70.7% | ) |
|
 |
18840
(10.3%) |
| is_survey
[logical] |
|
|
 |
11608
(6.3%) |
| 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. N | | [ 1886 others ] |
|
| 64916 | ( | 35.4% | ) | | 4500 | ( | 2.5% | ) | | 4500 | ( | 2.5% | ) | | 4500 | ( | 2.5% | ) | | 4304 | ( | 2.4% | ) | | 4017 | ( | 2.2% | ) | | 3613 | ( | 2.0% | ) | | 2832 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 2615 | ( | 1.4% | ) | | 84509 | ( | 46.1% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 22.7 (90.3) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 757 | | IQR (CV) : 2 (4) |
|
758 distinct values |
 |
96502
(52.7%) |
| crop
[character] |
| 1. maize | | 2. wheat | | 3. rice | | 4. soybean | | 5. durum wheat | | 6. common bean | | 7. cassava | | 8. groundnut | | 9. sorghum | | 10. cowpea | | [ 37 others ] |
|
| 61836 | ( | 33.8% | ) | | 21018 | ( | 11.5% | ) | | 17339 | ( | 9.5% | ) | | 15534 | ( | 8.5% | ) | | 15044 | ( | 8.2% | ) | | 11467 | ( | 6.3% | ) | | 11120 | ( | 6.1% | ) | | 6757 | ( | 3.7% | ) | | 6300 | ( | 3.4% | ) | | 4741 | ( | 2.6% | ) | | 11982 | ( | 6.5% | ) |
|
 |
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 | | [ 1699 others ] |
|
| 72165 | ( | 39.4% | ) | | 3787 | ( | 2.1% | ) | | 3609 | ( | 2.0% | ) | | 3384 | ( | 1.8% | ) | | 2832 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 2358 | ( | 1.3% | ) | | 1830 | ( | 1.0% | ) | | 1416 | ( | 0.8% | ) | | 1409 | ( | 0.8% | ) | | 87516 | ( | 47.8% | ) |
|
 |
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 ] |
|
| 165220 | ( | 90.2% | ) | | 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 | ( | 9.3% | ) |
|
 |
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 ] |
|
| 164861 | ( | 90.0% | ) | | 5782 | ( | 3.2% | ) | | 2381 | ( | 1.3% | ) | | 1998 | ( | 1.1% | ) | | 1179 | ( | 0.6% | ) | | 1069 | ( | 0.6% | ) | | 1005 | ( | 0.5% | ) | | 938 | ( | 0.5% | ) | | 612 | ( | 0.3% | ) | | 602 | ( | 0.3% | ) | | 2711 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. cowpea | | 5. pearl millet | | 6. legume | | 7. pigeon pea | | 8. Gliricidia | | 9. common bean; maize | | 10. common bean; pigeon | | [ 18 others ] |
|
| 166714 | ( | 91.0% | ) | | 7959 | ( | 4.3% | ) | | 3229 | ( | 1.8% | ) | | 1449 | ( | 0.8% | ) | | 897 | ( | 0.5% | ) | | 870 | ( | 0.5% | ) | | 408 | ( | 0.2% | ) | | 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. groundnut | | 6. soybean | | 7. wheat | | 8. faba bean; potato | | 9. common bean | | 10. sorghum | | [ 63 others ] |
|
| 149798 | ( | 81.8% | ) | | 9184 | ( | 5.0% | ) | | 7345 | ( | 4.0% | ) | | 2632 | ( | 1.4% | ) | | 1590 | ( | 0.9% | ) | | 1207 | ( | 0.7% | ) | | 1191 | ( | 0.7% | ) | | 1152 | ( | 0.6% | ) | | 1111 | ( | 0.6% | ) | | 987 | ( | 0.5% | ) | | 6941 | ( | 3.8% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. none | | 3. groundnut | | 4. soybean | | 5. maize | | 6. rice | | 7. rice;maize | | 8. maize;legume | | 9. rice;wheat;jute | | 10. maize; cowpea | | [ 57 others ] |
|
| 175784 | ( | 96.0% | ) | | 1594 | ( | 0.9% | ) | | 1084 | ( | 0.6% | ) | | 997 | ( | 0.5% | ) | | 632 | ( | 0.3% | ) | | 416 | ( | 0.2% | ) | | 202 | ( | 0.1% | ) | | 182 | ( | 0.1% | ) | | 156 | ( | 0.1% | ) | | 130 | ( | 0.1% | ) | | 1961 | ( | 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 |
 |
178405
(97.4%) |
| 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 |
 |
182137
(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 |
 |
182554
(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 |
 |
181993
(99.4%) |
| dmy_total
[numeric] |
| Mean (sd) : 5493.2 (6539.4) | | min ≤ med ≤ max: | | 0 ≤ 3471.2 ≤ 80721 | | IQR (CV) : 8685.6 (1.2) |
|
13422 distinct values |
 |
164706
(89.9%) |
| dmy_residue
[numeric] |
| Mean (sd) : 3716.1 (3110.6) | | min ≤ med ≤ max: | | 0 ≤ 3049.2 ≤ 33160 | | IQR (CV) : 2609.3 (0.8) |
|
2924 distinct values |
 |
180019
(98.3%) |
| 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 |
 |
181698
(99.2%) |
| 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 |
 |
181689
(99.2%) |
| fwy_total
[numeric] |
| Mean (sd) : 5274.4 (5341.4) | | min ≤ med ≤ max: | | 0 ≤ 2821.2 ≤ 35798.9 | | IQR (CV) : 6392.6 (1) |
|
4209 distinct values |
 |
176443
(96.3%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3711.6 (3918.9) | | min ≤ med ≤ max: | | 0 ≤ 3067.1 ≤ 111903.6 | | IQR (CV) : 4337.2 (1.1) |
|
27108 distinct values |
 |
146915
(80.2%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. aboveground biomass | | 3. fruit | | 4. grain | | 5. leaves | | 6. pod | | 7. roots | | 8. seed | | 9. stems | | 10. tubers | | 11. wood |
|
| 3953 | ( | 2.2% | ) | | 250 | ( | 0.1% | ) | | 56 | ( | 0.0% | ) | | 130151 | ( | 71.1% | ) | | 114 | ( | 0.1% | ) | | 5352 | ( | 2.9% | ) | | 11182 | ( | 6.1% | ) | | 31176 | ( | 17.0% | ) | | 63 | ( | 0.0% | ) | | 787 | ( | 0.4% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 4260.5 (5146) | | min ≤ med ≤ max: | | 0 ≤ 3232.3 ≤ 147035.6 | | IQR (CV) : 3920 (1.2) |
|
65227 distinct values |
 |
8926
(4.9%) |
| fw_yield
[numeric] |
| Mean (sd) : 4469.4 (3162.8) | | min ≤ med ≤ max: | | 11 ≤ 4328.9 ≤ 11170 | | IQR (CV) : 6051.3 (0.7) |
|
127 distinct values |
 |
183010
(99.9%) |
| dm_yield
[integer] |
| Mean (sd) : 6439.7 (2335.2) | | min ≤ med ≤ max: | | 1420 ≤ 7140 ≤ 9080 | | IQR (CV) : 2182.5 (0.4) |
|
35 distinct values |
 |
183102
(100.0%) |
| 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 |
 |
182907
(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 |
 |
166400
(90.9%) |
| fertilizer_used
[logical] |
|
|
 |
182557
(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. DAP | | [ 84 others ] |
|
| 110925 | ( | 60.6% | ) | | 11339 | ( | 6.2% | ) | | 8817 | ( | 4.8% | ) | | 7505 | ( | 4.1% | ) | | 6848 | ( | 3.7% | ) | | 4683 | ( | 2.6% | ) | | 4622 | ( | 2.5% | ) | | 2220 | ( | 1.2% | ) | | 2160 | ( | 1.2% | ) | | 1939 | ( | 1.1% | ) | | 22080 | ( | 12.1% | ) |
|
 |
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 |
|
| 181609 | ( | 99.2% | ) | | 1449 | ( | 0.8% | ) | | 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 |
 |
182044
(99.4%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. fertigation |
|
|
|
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 62.2 (66.5) | | min ≤ med ≤ max: | | 0 ≤ 58 ≤ 655 | | IQR (CV) : 100 (1.1) |
|
1369 distinct values |
 |
37392
(20.4%) |
| 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% | ) |
|
 |
163544
(89.3%) |
| N_fert_level
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. moderate | | 5. zero |
|
| 169657 | ( | 92.6% | ) | | 3364 | ( | 1.8% | ) | | 3369 | ( | 1.8% | ) | | 3370 | ( | 1.8% | ) | | 3378 | ( | 1.8% | ) |
|
 |
0
(0.0%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 19.3 (24) | | min ≤ med ≤ max: | | 0 ≤ 17.5 ≤ 400 | | IQR (CV) : 30 (1.2) |
|
728 distinct values |
 |
45370
(24.8%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 20 (36.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 300 | | IQR (CV) : 29.9 (1.8) |
|
568 distinct values |
 |
46448
(25.4%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 1.1 (3.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 90 | | IQR (CV) : 0 (3) |
|
107 distinct values |
 |
136362
(74.5%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 6.9 (17.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 105.1 | | IQR (CV) : 4 (2.6) |
|
27 distinct values |
 |
149239
(81.5%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.3 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5 | | IQR (CV) : 0 (2.8) |
|
16 distinct values |
 |
161965
(88.4%) |
| Ca_fertilizer
[integer] |
| Min : 0 | | Mean : 0.8 | | Max : 10 |
|
| 0 | : | 11515 | ( | 91.6% | ) | | 10 | : | 1053 | ( | 8.4% | ) |
|
 |
170570
(93.1%) |
| Mg_fertilizer
[integer] |
| Mean (sd) : 2.3 (4.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 15 | | IQR (CV) : 0 (1.8) |
|
| 0 | : | 10557 | ( | 76.7% | ) | | 5 | : | 84 | ( | 0.6% | ) | | 10 | : | 3104 | ( | 22.6% | ) | | 15 | : | 18 | ( | 0.1% | ) |
|
 |
169375
(92.5%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 0.7 (3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 30 | | IQR (CV) : 0.1 (4.2) |
|
8 distinct values |
 |
182949
(99.9%) |
| Mn_fertilizer
[integer] |
| Min : 0 | | Mean : 2.4 | | Max : 30 |
|
|
 |
182536
(99.7%) |
| N_organic
[numeric] |
| Mean (sd) : 1431.4 (3645.7) | | min ≤ med ≤ max: | | 0 ≤ 31.4 ≤ 13600 | | IQR (CV) : 151.5 (2.5) |
|
11 distinct values |
 |
182847
(99.8%) |
| 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 |
 |
183016
(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 |
|
183016
(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 |
 |
183058
(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 |
|
183058
(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% | ) |
|
 |
172650
(94.3%) |
| lime_used
[logical] |
|
|
 |
182545
(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 |
 |
177311
(96.8%) |
| OM_used
[logical] |
|
|
 |
162265
(88.6%) |
| 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 | | [ 2 others ] |
|
| 177565 | ( | 97.0% | ) | | 3445 | ( | 1.9% | ) | | 1726 | ( | 0.9% | ) | | 135 | ( | 0.1% | ) | | 96 | ( | 0.1% | ) | | 36 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 28 | ( | 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 |
 |
178102
(97.3%) |
| inoculated
[logical] |
|
|
 |
130134
(71.1%) |
| 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 ] |
|
| 182166 | ( | 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%) |
| irrigated
[logical] |
|
|
 |
67033
(36.6%) |
| 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 ] |
|
| 180490 | ( | 98.6% | ) | | 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. continuous flooding | | 3. furrow | | 4. sub-surface drip |
|
| 180279 | ( | 98.4% | ) | | 15 | ( | 0.0% | ) | | 2802 | ( | 1.5% | ) | | 42 | ( | 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 |
 |
177700
(97.0%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 116 (112.2) | | min ≤ med ≤ max: | | 50 ≤ 110 ≤ 810 | | IQR (CV) : 60 (1) |
|
29 distinct values |
 |
180708
(98.7%) |
| 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 ] |
|
| 180888 | ( | 98.8% | ) | | 1449 | ( | 0.8% | ) | | 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. unknown | | 8. reduced tillage | | 9. ploughing | | 10. ripping | | [ 20 others ] |
|
| 151719 | ( | 82.8% | ) | | 8732 | ( | 4.8% | ) | | 6411 | ( | 3.5% | ) | | 2878 | ( | 1.6% | ) | | 2832 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 1556 | ( | 0.8% | ) | | 1395 | ( | 0.8% | ) | | 774 | ( | 0.4% | ) | | 599 | ( | 0.3% | ) | | 3410 | ( | 1.9% | ) |
|
 |
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 |
|
| 180966 | ( | 98.8% | ) | | 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 ] |
|
| 175593 | ( | 95.9% | ) | | 2992 | ( | 1.6% | ) | | 1557 | ( | 0.9% | ) | | 789 | ( | 0.4% | ) | | 777 | ( | 0.4% | ) | | 510 | ( | 0.3% | ) | | 435 | ( | 0.2% | ) | | 264 | ( | 0.1% | ) | | 121 | ( | 0.1% | ) | | 52 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual |
|
| 182016 | ( | 99.4% | ) | | 687 | ( | 0.4% | ) | | 435 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 180956 | ( | 98.8% | ) | | 1753 | ( | 1.0% | ) | | 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 |
 |
179139
(97.8%) |
| 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 |
|
| 179088 | ( | 97.8% | ) | | 47 | ( | 0.0% | ) | | 1521 | ( | 0.8% | ) | | 2121 | ( | 1.2% | ) | | 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 |
 |
151447
(82.7%) |
| plot_area
[numeric] |
| Mean (sd) : 56.8 (96.7) | | min ≤ med ≤ max: | | 2.6 ≤ 30 ≤ 400 | | IQR (CV) : 18 (1.7) |
|
90 distinct values |
 |
176602
(96.4%) |
| plot_length
[integer] |
| Mean (sd) : 6.5 (2.3) | | min ≤ med ≤ max: | | 6 ≤ 6 ≤ 25 | | IQR (CV) : 0 (0.4) |
|
| 6 | : | 2146 | ( | 94.9% | ) | | 12 | : | 88 | ( | 3.9% | ) | | 25 | : | 27 | ( | 1.2% | ) |
|
 |
180877
(98.8%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
180877
(98.8%) |
| plant_spacing
[numeric] |
| Mean (sd) : 22.6 (12.8) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
27 distinct values |
 |
156184
(85.3%) |
| 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% | ) |
|
 |
179185
(97.8%) |
| plant_density
[numeric] |
| Mean (sd) : 101423.8 (202352) | | min ≤ med ≤ max: | | 0 ≤ 44444.4 ≤ 3066667 | | IQR (CV) : 56297.3 (2) |
|
9026 distinct values |
 |
151645
(82.8%) |
| 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 |
 |
182709
(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 |
 |
183102
(100.0%) |
| rain
[numeric] |
| Mean (sd) : 840.7 (526.3) | | min ≤ med ≤ max: | | 5.4 ≤ 889 ≤ 3000 | | IQR (CV) : 700 (0.6) |
|
151 distinct values |
 |
179830
(98.2%) |
| emergence_days
[integer] |
| Mean (sd) : 8.6 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
177740
(97.1%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
182946
(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 |
 |
176458
(96.4%) |
| anthesis_days
[integer] |
| Mean (sd) : 88 (9.7) | | min ≤ med ≤ max: | | 63 ≤ 90 ≤ 106 | | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
182344
(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 |
 |
181453
(99.1%) |
| asi
[integer] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
181699
(99.2%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
181699
(99.2%) |
| maturity_days
[integer] |
| Mean (sd) : 120.5 (17.7) | | min ≤ med ≤ max: | | 78 ≤ 120 ≤ 221 | | IQR (CV) : 19 (0.1) |
|
94 distinct values |
 |
176856
(96.6%) |
| harvest_days
[integer] |
| Mean (sd) : 123.5 (16.6) | | min ≤ med ≤ max: | | 80 ≤ 119 ≤ 166 | | IQR (CV) : 20 (0.1) |
|
73 distinct values |
 |
180834
(98.7%) |
| plant_height
[numeric] |
| Mean (sd) : 91.8 (43.1) | | min ≤ med ≤ max: | | 10 ≤ 85 ≤ 460.2 | | IQR (CV) : 10 (0.5) |
|
1559 distinct values |
 |
162935
(89.0%) |
| 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 |
 |
182970
(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 |
 |
183102
(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 |
 |
183014
(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 |
 |
182978
(99.9%) |
| leaf_N
[numeric] |
| Mean (sd) : 2.1 (0.6) | | min ≤ med ≤ max: | | 0.3 ≤ 2.2 ≤ 3.7 | | IQR (CV) : 0.9 (0.3) |
|
2186 distinct values |
 |
180944
(98.8%) |
| leaf_K
[numeric] |
| Mean (sd) : 1.9 (0.5) | | min ≤ med ≤ max: | | 0.1 ≤ 1.9 ≤ 3.6 | | IQR (CV) : 0.6 (0.3) |
|
2158 distinct values |
 |
180980
(98.8%) |
| leaf_P
[numeric] |
| Mean (sd) : 0.2 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 0.6 | | IQR (CV) : 0.1 (0.3) |
|
2158 distinct values |
 |
180980
(98.8%) |
| leaf_Mg
[numeric] |
| Mean (sd) : 0.2 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 0.7 | | IQR (CV) : 0.1 (0.3) |
|
2158 distinct values |
 |
180980
(98.8%) |
| leaf_Ca
[numeric] |
| Mean (sd) : 0.6 (0.2) | | min ≤ med ≤ max: | | 0.1 ≤ 0.5 ≤ 1.9 | | IQR (CV) : 0.2 (0.4) |
|
2156 distinct values |
 |
180980
(98.8%) |
| leaf_Fe
[numeric] |
| Mean (sd) : 142.8 (71.2) | | min ≤ med ≤ max: | | 11.9 ≤ 128.8 ≤ 1738.9 | | IQR (CV) : 48.7 (0.5) |
|
2014 distinct values |
 |
181124
(98.9%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 14 (5.2) | | min ≤ med ≤ max: | | 1.7 ≤ 13.1 ≤ 81 | | IQR (CV) : 5.7 (0.4) |
|
2151 distinct values |
 |
180980
(98.8%) |
| leaf_Cu
[numeric] |
| Mean (sd) : 6.2 (2.1) | | min ≤ med ≤ max: | | 0.4 ≤ 6 ≤ 15.2 | | IQR (CV) : 3 (0.3) |
|
2014 distinct values |
 |
181124
(98.9%) |
| leaf_Mn
[numeric] |
| Mean (sd) : 56.3 (36) | | min ≤ med ≤ max: | | 3.6 ≤ 46.7 ≤ 536.1 | | IQR (CV) : 35.4 (0.6) |
|
2014 distinct values |
 |
181124
(98.9%) |
| leaf_B
[numeric] |
| Mean (sd) : 8.2 (10.7) | | min ≤ med ≤ max: | | 0.6 ≤ 4.2 ≤ 88.8 | | IQR (CV) : 3.4 (1.3) |
|
2014 distinct values |
 |
181124
(98.9%) |
| grain_N
[numeric] |
| Mean (sd) : 8.1 (29) | | min ≤ med ≤ max: | | 0.4 ≤ 1.3 ≤ 200.8 | | IQR (CV) : 0.7 (3.6) |
|
3124 distinct values |
 |
179790
(98.2%) |
| grain_K
[numeric] |
| Mean (sd) : 18.4 (57.1) | | min ≤ med ≤ max: | | 0 ≤ 0.8 ≤ 256 | | IQR (CV) : 1 (3.1) |
|
2697 distinct values |
 |
180016
(98.3%) |
| grain_P
[numeric] |
| Mean (sd) : 0.4 (0.3) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 4.5 | | IQR (CV) : 0.1 (0.9) |
|
2807 distinct values |
 |
179623
(98.1%) |
| grain_S
[numeric] |
| Mean (sd) : 0.2 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 0.6 | | IQR (CV) : 0.1 (0.5) |
|
575 distinct values |
 |
182321
(99.6%) |
| grain_Mg
[numeric] |
| Mean (sd) : 0.4 (0.8) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 5.7 | | IQR (CV) : 0.2 (2) |
|
1423 distinct values |
 |
181193
(98.9%) |
| grain_Ca
[numeric] |
| Mean (sd) : 0.8 (2.1) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 16.8 | | IQR (CV) : 0.4 (2.5) |
|
1394 distinct values |
 |
181302
(99.0%) |
| grain_Fe
[numeric] |
| Mean (sd) : 70.4 (65.1) | | min ≤ med ≤ max: | | -0.4 ≤ 50.7 ≤ 1237.3 | | IQR (CV) : 66.9 (0.9) |
|
975 distinct values |
 |
181672
(99.2%) |
| grain_Zn
[numeric] |
| Mean (sd) : 26.7 (25.4) | | min ≤ med ≤ max: | | -0.4 ≤ 20.8 ≤ 282.4 | | IQR (CV) : 17.4 (1) |
|
1604 distinct values |
 |
180177
(98.4%) |
| grain_Cu
[numeric] |
| Mean (sd) : 5 (4.5) | | min ≤ med ≤ max: | | -0.1 ≤ 3.1 ≤ 23.4 | | IQR (CV) : 5.3 (0.9) |
|
1441 distinct values |
 |
181193
(98.9%) |
| grain_Mn
[numeric] |
| Mean (sd) : 87.3 (242) | | min ≤ med ≤ max: | | 0.2 ≤ 18 ≤ 3544.4 | | IQR (CV) : 73.4 (2.8) |
|
1551 distinct values |
 |
181193
(98.9%) |
| grain_B
[numeric] |
| Mean (sd) : 11.3 (9) | | min ≤ med ≤ max: | | 0.6 ≤ 10 ≤ 37.5 | | IQR (CV) : 9.2 (0.8) |
|
755 distinct values |
 |
182321
(99.6%) |
| 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 |
 |
182858
(99.8%) |
| 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 |
 |
182290
(99.5%) |
| grain_protein
[numeric] |
| Mean (sd) : 10.9 (3.7) | | min ≤ med ≤ max: | | 0.1 ≤ 10.8 ≤ 22.4 | | IQR (CV) : 3.4 (0.3) |
|
134 distinct values |
 |
182941
(99.9%) |
| residue_N
[numeric] |
| Mean (sd) : 6.5 (22.6) | | min ≤ med ≤ max: | | 0.1 ≤ 0.6 ≤ 246.3 | | IQR (CV) : 0.4 (3.5) |
|
1955 distinct values |
 |
181170
(98.9%) |
| residue_P
[numeric] |
| Mean (sd) : 0.1 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 0.4 | | IQR (CV) : 0.1 (0.8) |
|
1750 distinct values |
 |
181361
(99.0%) |
| residue_K
[numeric] |
| Mean (sd) : 2 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 7.8 | | IQR (CV) : 1.4 (0.6) |
|
1755 distinct values |
 |
181361
(99.0%) |
| residue_Mg
[numeric] |
| Mean (sd) : 0.2 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 1.2 | | IQR (CV) : 0.1 (0.4) |
|
793 distinct values |
 |
182329
(99.6%) |
| residue_Ca
[numeric] |
| Mean (sd) : 0.3 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 0.9 | | IQR (CV) : 0.2 (0.4) |
|
722 distinct values |
 |
182329
(99.6%) |
| residue_Mn
[numeric] |
| Mean (sd) : 54.9 (26.2) | | min ≤ med ≤ max: | | 10.8 ≤ 48.9 ≤ 170.1 | | IQR (CV) : 31 (0.5) |
|
760 distinct values |
 |
182329
(99.6%) |
| residue_Cu
[numeric] |
| Mean (sd) : 3.2 (2.1) | | min ≤ med ≤ max: | | 1 ≤ 2.9 ≤ 16.7 | | IQR (CV) : 2 (0.7) |
|
551 distinct values |
 |
182329
(99.6%) |
| residue_Fe
[numeric] |
| Mean (sd) : 147.2 (71.9) | | min ≤ med ≤ max: | | 45.5 ≤ 137 ≤ 758 | | IQR (CV) : 92.3 (0.5) |
|
677 distinct values |
 |
182329
(99.6%) |
| residue_Zn
[numeric] |
| Mean (sd) : 15.9 (7.7) | | min ≤ med ≤ max: | | 3.4 ≤ 14.3 ≤ 62 | | IQR (CV) : 9.1 (0.5) |
|
755 distinct values |
 |
182329
(99.6%) |
| 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 |
|
182290
(99.5%) |
| 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 |
|
| 181859 | ( | 99.3% | ) | | 155 | ( | 0.1% | ) | | 196 | ( | 0.1% | ) | | 30 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 295 | ( | 0.2% | ) | | 363 | ( | 0.2% | ) | | 25 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
180600
(98.6%) |
| 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 ] |
|
| 180684 | ( | 98.7% | ) | | 1102 | ( | 0.6% | ) | | 733 | ( | 0.4% | ) | | 118 | ( | 0.1% | ) | | 111 | ( | 0.1% | ) | | 95 | ( | 0.1% | ) | | 66 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 93 | ( | 0.1% | ) |
|
|
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% | ) |
|
 |
182334
(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 |
 |
181670
(99.2%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 28.2 (71.2) | | min ≤ med ≤ max: | | 0 ≤ 16 ≤ 400 | | IQR (CV) : 11.8 (2.5) |
|
18 distinct values |
 |
181564
(99.1%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
182727
(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 |
|
| 182471 | ( | 99.6% | ) | | 93 | ( | 0.1% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 287 | ( | 0.2% | ) | | 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% | ) |
|
 |
181851
(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 ] |
|
| 181943 | ( | 99.3% | ) | | 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 |
|
| 182681 | ( | 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 |
|
| 183002 | ( | 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 |
 |
177786
(97.1%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 183058 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
182273
(99.5%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. dimethoate | | 3. fipronil | | 4. lambda-cyhalothrin | | 5. none |
|
| 182759 | ( | 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 |
 |
182749
(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 |
 |
182334
(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 |
 |
182678
(99.7%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 182813 | ( | 99.8% | ) | | 254 | ( | 0.1% | ) | | 71 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 183058 | ( | 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 |
|
| 183058 | ( | 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] |
|
|
|
183138
(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% | ) |
|
 |
182334
(99.6%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 4 | | 6. mild | | 7. severe |
|
| 182950 | ( | 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 |
 |
183102
(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 |
|
| 182906 | ( | 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_used
[logical] |
|
|
 |
182121
(99.4%) |
| mulch
[integer] |
| Mean (sd) : 2005.7 (2114) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
181330
(99.0%) |
| mulch_type
[character] |
| 1. (Empty string) | | 2. ? | | 3. cotton | | 4. forest | | 5. gramineae | | 6. gramineae+legume | | 7. legume | | 8. no mulch | | 9. straw |
|
| 180980 | ( | 98.8% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.6% | ) | | 292 | ( | 0.2% | ) | | 184 | ( | 0.1% | ) | | 447 | ( | 0.2% | ) | | 96 | ( | 0.1% | ) |
|
 |
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 |
|
| 183072 | ( | 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 |
 |
182755
(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 |
 |
181285
(99.0%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 179333 | ( | 97.9% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 2.1% | ) |
|
 |
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 |
 |
182066
(99.4%) |
| 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 |
 |
182678
(99.7%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. USD |
|
| 181750 | ( | 99.2% | ) | | 188 | ( | 0.1% | ) | | 460 | ( | 0.3% | ) | | 308 | ( | 0.2% | ) | | 96 | ( | 0.1% | ) | | 336 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 183058 | ( | 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 |
 |
182114
(99.4%) |
| harvest_index
[numeric] |
| Mean (sd) : 10.9 (19.9) | | min ≤ med ≤ max: | | 0.2 ≤ 0.4 ≤ 93 | | IQR (CV) : 16.6 (1.8) |
|
568 distinct values |
 |
182519
(99.7%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 182727 | ( | 99.8% | ) | | 72 | ( | 0.0% | ) | | 339 | ( | 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% | ) |
|
 |
183066
(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 |
 |
183102
(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% | ) |
|
 |
181076
(98.9%) |
| 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. Regosol | | [ 64 others ] |
|
| 158494 | ( | 86.5% | ) | | 2603 | ( | 1.4% | ) | | 2320 | ( | 1.3% | ) | | 1449 | ( | 0.8% | ) | | 1430 | ( | 0.8% | ) | | 1352 | ( | 0.7% | ) | | 1335 | ( | 0.7% | ) | | 989 | ( | 0.5% | ) | | 923 | ( | 0.5% | ) | | 849 | ( | 0.5% | ) | | 11394 | ( | 6.2% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.1 (0.9) | | min ≤ med ≤ max: | | 3.7 ≤ 5.9 ≤ 8.7 | | IQR (CV) : 1.2 (0.1) |
|
570 distinct values |
 |
153287
(83.7%) |
| soil_pH_CaCl2
[numeric] |
| Mean (sd) : 6.3 (1.3) | | min ≤ med ≤ max: | | 3.7 ≤ 6.8 ≤ 8.4 | | IQR (CV) : 2.1 (0.2) |
|
54 distinct values |
 |
180991
(98.8%) |
| soil_SOC
[numeric] |
| Mean (sd) : 1.8 (2) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 20 | | IQR (CV) : 1.3 (1.1) |
|
721 distinct values |
 |
161847
(88.4%) |
| soil_SOM
[numeric] |
| Mean (sd) : 1.6 (1.3) | | min ≤ med ≤ max: | | 0.1 ≤ 1.2 ≤ 12.1 | | IQR (CV) : 1.1 (0.8) |
|
206 distinct values |
 |
177017
(96.7%) |
| soil_sand
[numeric] |
| Mean (sd) : 65.9 (89.8) | | min ≤ med ≤ max: | | 0 ≤ 54.7 ≤ 862.6 | | IQR (CV) : 42.9 (1.4) |
|
729 distinct values |
 |
167637
(91.5%) |
| soil_clay
[numeric] |
| Mean (sd) : 37.5 (72.3) | | min ≤ med ≤ max: | | 0 ≤ 24 ≤ 764.3 | | IQR (CV) : 25.7 (1.9) |
|
468 distinct values |
 |
162310
(88.6%) |
| soil_silt
[numeric] |
| Mean (sd) : 37.1 (55.4) | | min ≤ med ≤ max: | | 0 ≤ 14.8 ≤ 340.4 | | IQR (CV) : 42.7 (1.5) |
|
226 distinct values |
 |
174019
(95.0%) |
| 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 ] |
|
| 178588 | ( | 97.5% | ) | | 741 | ( | 0.4% | ) | | 737 | ( | 0.4% | ) | | 687 | ( | 0.4% | ) | | 505 | ( | 0.3% | ) | | 479 | ( | 0.3% | ) | | 315 | ( | 0.2% | ) | | 283 | ( | 0.2% | ) | | 162 | ( | 0.1% | ) | | 120 | ( | 0.1% | ) | | 521 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| soil_N
[numeric] |
| Mean (sd) : 130.8 (352.4) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 2660 | | IQR (CV) : 0.3 (2.7) |
|
485 distinct values |
 |
173973
(95.0%) |
| soil_K
[numeric] |
| Mean (sd) : 201 (377.5) | | min ≤ med ≤ max: | | 0.1 ≤ 77.5 ≤ 7800 | | IQR (CV) : 259.8 (1.9) |
|
435 distinct values |
 |
170367
(93.0%) |
| soil_P_total
[numeric] |
| Mean (sd) : 23.5 (69.1) | | min ≤ med ≤ max: | | 0.8 ≤ 10.7 ≤ 1630 | | IQR (CV) : 16.5 (2.9) |
|
359 distinct values |
 |
174943
(95.5%) |
| soil_P_available
[numeric] |
| Mean (sd) : 20.4 (25.8) | | min ≤ med ≤ max: | | 0.1 ≤ 10.2 ≤ 183.8 | | IQR (CV) : 15.1 (1.3) |
|
587 distinct values |
 |
176474
(96.4%) |
| soil_P_Mehlich
[numeric] |
| Mean (sd) : 17.6 (18.1) | | min ≤ med ≤ max: | | 0.6 ≤ 11.3 ≤ 69 | | IQR (CV) : 17.8 (1) |
|
139 distinct values |
 |
179376
(97.9%) |
| 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 |
 |
177530
(96.9%) |
| 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 |
 |
177530
(96.9%) |
| 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 |
 |
180356
(98.5%) |
| soil_Cu
[numeric] |
| Mean (sd) : 5.1 (4.4) | | min ≤ med ≤ max: | | 0.3 ≤ 3.4 ≤ 26.3 | | IQR (CV) : 5.9 (0.9) |
|
165 distinct values |
 |
180996
(98.8%) |
| soil_Mn
[numeric] |
| Mean (sd) : 73.9 (64) | | min ≤ med ≤ max: | | 3.7 ≤ 60.7 ≤ 268.5 | | IQR (CV) : 88.9 (0.9) |
|
263 distinct values |
 |
181488
(99.1%) |
| soil_Fe
[numeric] |
| Mean (sd) : 116.8 (88.6) | | min ≤ med ≤ max: | | 0.7 ≤ 110 ≤ 527.2 | | IQR (CV) : 110.1 (0.8) |
|
254 distinct values |
 |
180255
(98.4%) |
| soil_S
[numeric] |
| Mean (sd) : 16.4 (10.4) | | min ≤ med ≤ max: | | 2 ≤ 12 ≤ 60.8 | | IQR (CV) : 9.7 (0.6) |
|
177 distinct values |
 |
180412
(98.5%) |
| soil_Zn
[numeric] |
| Mean (sd) : 4.7 (5.5) | | min ≤ med ≤ max: | | 0 ≤ 2.3 ≤ 69.1 | | IQR (CV) : 6.7 (1.2) |
|
267 distinct values |
 |
177900
(97.1%) |
| soil_Na
[numeric] |
| Mean (sd) : 7.3 (14.2) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 130 | | IQR (CV) : 7.8 (1.9) |
|
94 distinct values |
 |
181548
(99.1%) |
| soil_C
[numeric] |
| Mean (sd) : 9.7 (7.4) | | min ≤ med ≤ max: | | 1.3 ≤ 5.5 ≤ 26.4 | | IQR (CV) : 12.7 (0.8) |
|
103 distinct values |
 |
182457
(99.6%) |
| soil_EC
[numeric] |
| Mean (sd) : 22.2 (30.9) | | min ≤ med ≤ max: | | 0.5 ≤ 4.5 ≤ 125 | | IQR (CV) : 37.7 (1.4) |
|
751 distinct values |
 |
181687
(99.2%) |
| soil_sample_top
[integer] |
| Min : 0 | | Mean : 6.4 | | Max : 15 |
|
| 0 | : | 171 | ( | 57.2% | ) | | 15 | : | 128 | ( | 42.8% | ) |
|
 |
182839
(99.8%) |
| soil_sample_bottom
[integer] |
| Min : 30 | | Mean : 35.4 | | Max : 40 |
|
|
 |
182967
(99.9%) |
| soil_CEC
[numeric] |
| Mean (sd) : 20.1 (10) | | min ≤ med ≤ max: | | 0 ≤ 20.1 ≤ 50.8 | | IQR (CV) : 11.3 (0.5) |
|
203 distinct values |
 |
177044
(96.7%) |
| 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 |
 |
182214
(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) |
|
51 distinct values |
 |
182508
(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) |
|
51 distinct values |
 |
182508
(99.7%) |
| soil_ex_K
[numeric] |
| Mean (sd) : 0.5 (0.5) | | min ≤ med ≤ max: | | 0.1 ≤ 0.2 ≤ 1.5 | | IQR (CV) : 0.4 (1) |
|
42 distinct values |
 |
182508
(99.7%) |
| soil_ex_Al
[numeric] |
| Mean (sd) : 0.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 4 | | IQR (CV) : 1 (1.3) |
|
12 distinct values |
 |
183098
(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 ] |
|
| 180590 | ( | 98.6% | ) | | 691 | ( | 0.4% | ) | | 533 | ( | 0.3% | ) | | 493 | ( | 0.3% | ) | | 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 |
|
| 183058 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 182970 | ( | 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 |
 |
182238
(99.5%) |
| soil_constraint
[character] |
| 1. (Empty string) | | 2. acidic | | 3. do not know | | 4. none | | 5. saline |
|
| 180960 | ( | 98.8% | ) | | 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 |
 |
182685
(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 |
 |
183098
(100.0%) |