| 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 ] |
|
| 182352 | ( | 97.6% | ) | | 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%) |
| country
[character] |
| 1. Nigeria | | 2. Mexico | | 3. Ethiopia | | 4. Philippines | | 5. Mozambique | | 6. India | | 7. Tanzania | | 8. Malawi | | 9. Kenya | | 10. Rwanda | | [ 55 others ] |
|
| 28571 | ( | 15.3% | ) | | 27004 | ( | 14.4% | ) | | 13615 | ( | 7.3% | ) | | 13500 | ( | 7.2% | ) | | 13127 | ( | 7.0% | ) | | 12718 | ( | 6.8% | ) | | 12464 | ( | 6.7% | ) | | 11603 | ( | 6.2% | ) | | 8501 | ( | 4.5% | ) | | 8389 | ( | 4.5% | ) | | 37400 | ( | 20.0% | ) |
|
 |
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 | | [ 309 others ] |
|
| 96846 | ( | 51.8% | ) | | 17014 | ( | 9.1% | ) | | 13481 | ( | 7.2% | ) | | 4815 | ( | 2.6% | ) | | 3296 | ( | 1.8% | ) | | 2612 | ( | 1.4% | ) | | 2050 | ( | 1.1% | ) | | 1823 | ( | 1.0% | ) | | 1700 | ( | 0.9% | ) | | 1641 | ( | 0.9% | ) | | 41614 | ( | 22.3% | ) |
|
 |
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 | | [ 496 others ] |
|
| 131334 | ( | 70.3% | ) | | 4523 | ( | 2.4% | ) | | 2424 | ( | 1.3% | ) | | 1896 | ( | 1.0% | ) | | 1700 | ( | 0.9% | ) | | 1518 | ( | 0.8% | ) | | 1517 | ( | 0.8% | ) | | 1202 | ( | 0.6% | ) | | 1052 | ( | 0.6% | ) | | 843 | ( | 0.5% | ) | | 38883 | ( | 20.8% | ) |
|
 |
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 | | [ 442 others ] |
|
| 168728 | ( | 90.3% | ) | | 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 | ( | 0.1% | ) | | 10731 | ( | 5.7% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Mpungu | | 3. Rutenga |
|
| 186812 | ( | 100.0% | ) | | 26 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 186812 | ( | 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 | | [ 1960 others ] |
|
| 41928 | ( | 22.4% | ) | | 13500 | ( | 7.2% | ) | | 13481 | ( | 7.2% | ) | | 4514 | ( | 2.4% | ) | | 3803 | ( | 2.0% | ) | | 2796 | ( | 1.5% | ) | | 2052 | ( | 1.1% | ) | | 1794 | ( | 1.0% | ) | | 1700 | ( | 0.9% | ) | | 1640 | ( | 0.9% | ) | | 99684 | ( | 53.3% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. IRRI-B5-B8 | | 3. Block 810 – C1 | | 4. ICRISAT Patancheru c | | 5. Anyigba | | 6. Funaab | | 7. Ido | | 8. Makurdi | | 9. Moniya | | 10. Umudike | | [ 846 others ] |
|
| 141167 | ( | 75.5% | ) | | 12857 | ( | 6.9% | ) | | 2477 | ( | 1.3% | ) | | 1700 | ( | 0.9% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 768 | ( | 0.4% | ) | | 672 | ( | 0.4% | ) | | 24179 | ( | 12.9% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
186865
(100.0%) |
| geo_from_source
[logical] |
|
|
 |
109540
(58.6%) |
| elevation
[numeric] |
| Mean (sd) : 1059.7 (1248.3) | | min ≤ med ≤ max: | | -9999 ≤ 1268.5 ≤ 2849 | | IQR (CV) : 846 (1.2) |
|
1582 distinct values |
 |
161710
(86.5%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2012 | | 6. 2019 | | 7. 2017 | | 8. 2016 | | 9. 2010 | | 10. 2011 | | [ 1608 others ] |
|
| 31084 | ( | 16.6% | ) | | 17077 | ( | 9.1% | ) | | 11796 | ( | 6.3% | ) | | 8793 | ( | 4.7% | ) | | 4362 | ( | 2.3% | ) | | 3586 | ( | 1.9% | ) | | 3553 | ( | 1.9% | ) | | 3260 | ( | 1.7% | ) | | 2904 | ( | 1.6% | ) | | 2535 | ( | 1.4% | ) | | 97942 | ( | 52.4% | ) |
|
 |
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 |
 |
183398
(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 |
 |
184597
(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 ] |
|
| 184030 | ( | 98.5% | ) | | 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% | ) | | 2378 | ( | 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 |
 |
184692
(98.8%) |
| 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 | | [ 1628 others ] |
|
| 109787 | ( | 58.7% | ) | | 4320 | ( | 2.3% | ) | | 3625 | ( | 1.9% | ) | | 3625 | ( | 1.9% | ) | | 3089 | ( | 1.7% | ) | | 1977 | ( | 1.1% | ) | | 1835 | ( | 1.0% | ) | | 1707 | ( | 0.9% | ) | | 1575 | ( | 0.8% | ) | | 1283 | ( | 0.7% | ) | | 54069 | ( | 28.9% | ) |
|
 |
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 | | [ 49 others ] |
|
| 149453 | ( | 80.0% | ) | | 4698 | ( | 2.5% | ) | | 4505 | ( | 2.4% | ) | | 4278 | ( | 2.3% | ) | | 2995 | ( | 1.6% | ) | | 2880 | ( | 1.5% | ) | | 2784 | ( | 1.5% | ) | | 2209 | ( | 1.2% | ) | | 1892 | ( | 1.0% | ) | | 1410 | ( | 0.8% | ) | | 9788 | ( | 5.2% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
| 37191 | ( | 24.1% | ) | | 117319 | ( | 75.9% | ) |
|
 |
32382
(17.3%) |
| is_survey
[logical] |
|
|
 |
28528
(15.3%) |
| 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 | | [ 1861 others ] |
|
| 69662 | ( | 37.3% | ) | | 4500 | ( | 2.4% | ) | | 4500 | ( | 2.4% | ) | | 4500 | ( | 2.4% | ) | | 4309 | ( | 2.3% | ) | | 4017 | ( | 2.1% | ) | | 3613 | ( | 1.9% | ) | | 2832 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 2615 | ( | 1.4% | ) | | 83512 | ( | 44.7% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 22.5 (89.8) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 757 | | IQR (CV) : 2 (4) |
|
758 distinct values |
 |
99358
(53.2%) |
| crop
[character] |
| 1. maize | | 2. wheat | | 3. rice | | 4. soybean | | 5. durum wheat | | 6. common bean | | 7. cassava | | 8. groundnut | | 9. sorghum | | 10. cowpea | | [ 39 others ] |
|
| 63634 | ( | 34.0% | ) | | 21018 | ( | 11.2% | ) | | 17339 | ( | 9.3% | ) | | 16014 | ( | 8.6% | ) | | 15044 | ( | 8.0% | ) | | 12545 | ( | 6.7% | ) | | 11121 | ( | 6.0% | ) | | 6815 | ( | 3.6% | ) | | 6326 | ( | 3.4% | ) | | 4771 | ( | 2.6% | ) | | 12265 | ( | 6.6% | ) |
|
 |
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 | | [ 1698 others ] |
|
| 75844 | ( | 40.6% | ) | | 3787 | ( | 2.0% | ) | | 3609 | ( | 1.9% | ) | | 3384 | ( | 1.8% | ) | | 2832 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 2358 | ( | 1.3% | ) | | 1830 | ( | 1.0% | ) | | 1416 | ( | 0.8% | ) | | 1409 | ( | 0.8% | ) | | 87591 | ( | 46.9% | ) |
|
 |
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 | | [ 372 others ] |
|
| 169095 | ( | 90.5% | ) | | 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% | ) | | 16825 | ( | 9.0% | ) |
|
 |
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 ] |
|
| 168720 | ( | 90.3% | ) | | 5654 | ( | 3.0% | ) | | 2381 | ( | 1.3% | ) | | 1998 | ( | 1.1% | ) | | 1179 | ( | 0.6% | ) | | 1069 | ( | 0.6% | ) | | 1005 | ( | 0.5% | ) | | 938 | ( | 0.5% | ) | | 612 | ( | 0.3% | ) | | 602 | ( | 0.3% | ) | | 2734 | ( | 1.5% | ) |
|
 |
0
(0.0%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. no crop | | 5. cowpea | | 6. pearl millet | | 7. legume | | 8. pigeon pea | | 9. Gliricidia | | 10. common bean; maize | | [ 19 others ] |
|
| 170883 | ( | 91.4% | ) | | 4783 | ( | 2.6% | ) | | 3229 | ( | 1.7% | ) | | 2832 | ( | 1.5% | ) | | 1450 | ( | 0.8% | ) | | 897 | ( | 0.5% | ) | | 870 | ( | 0.5% | ) | | 336 | ( | 0.2% | ) | | 170 | ( | 0.1% | ) | | 168 | ( | 0.1% | ) | | 1274 | ( | 0.7% | ) |
|
 |
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 | | [ 64 others ] |
|
| 153552 | ( | 82.2% | ) | | 9196 | ( | 4.9% | ) | | 7347 | ( | 3.9% | ) | | 2638 | ( | 1.4% | ) | | 1600 | ( | 0.9% | ) | | 1217 | ( | 0.7% | ) | | 1191 | ( | 0.6% | ) | | 1152 | ( | 0.6% | ) | | 1111 | ( | 0.6% | ) | | 989 | ( | 0.5% | ) | | 6899 | ( | 3.7% | ) |
|
 |
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 | | [ 50 others ] |
|
| 179985 | ( | 96.3% | ) | | 1371 | ( | 0.7% | ) | | 1084 | ( | 0.6% | ) | | 997 | ( | 0.5% | ) | | 632 | ( | 0.3% | ) | | 416 | ( | 0.2% | ) | | 202 | ( | 0.1% | ) | | 182 | ( | 0.1% | ) | | 156 | ( | 0.1% | ) | | 130 | ( | 0.1% | ) | | 1737 | ( | 0.9% | ) |
|
 |
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 |
 |
182159
(97.5%) |
| dmy_stems
[numeric] |
| Mean (sd) : 8734.6 (4372.8) | | min ≤ med ≤ max: | | 700 ≤ 7500 ≤ 20000 | | IQR (CV) : 5537.9 (0.5) |
|
305 distinct values |
 |
186483
(99.8%) |
| dmy_storage
[numeric] |
| Mean (sd) : 4631.5 (3168.6) | | min ≤ med ≤ max: | | 0 ≤ 4060 ≤ 16130 | | IQR (CV) : 3942.3 (0.7) |
|
1004 distinct values |
 |
185747
(99.4%) |
| dmy_total
[numeric] |
| Mean (sd) : 5509.9 (6567.3) | | min ≤ med ≤ max: | | 0 ≤ 3476.1 ≤ 80721 | | IQR (CV) : 8706 (1.2) |
|
13422 distinct values |
 |
168447
(90.1%) |
| dmy_residue
[numeric] |
| Mean (sd) : 3859.9 (3265.1) | | min ≤ med ≤ max: | | 0 ≤ 3143.1 ≤ 33160 | | IQR (CV) : 2739.5 (0.8) |
|
2528 distinct values |
 |
184190
(98.6%) |
| fwy_stems
[numeric] |
| Mean (sd) : 7180.1 (3152.8) | | min ≤ med ≤ max: | | 698.1 ≤ 6950.6 ≤ 20289.4 | | IQR (CV) : 4536.7 (0.4) |
|
1382 distinct values |
 |
185451
(99.2%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 1889.8 (957.2) | | min ≤ med ≤ max: | | 0 ≤ 1767.6 ≤ 7482.8 | | IQR (CV) : 1322.4 (0.5) |
|
1199 distinct values |
 |
185441
(99.2%) |
| fwy_total
[numeric] |
| Mean (sd) : 5221.5 (5439.6) | | min ≤ med ≤ max: | | 0 ≤ 2583.3 ≤ 35798.9 | | IQR (CV) : 6390 (1) |
|
3828 distinct values |
 |
180580
(96.6%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3937 (5792.9) | | min ≤ med ≤ max: | | 0 ≤ 3062.5 ≤ 170716.9 | | IQR (CV) : 4346.9 (1.5) |
|
27052 distinct values |
 |
150784
(80.7%) |
| 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 | ( | 2.1% | ) | | 250 | ( | 0.1% | ) | | 56 | ( | 0.0% | ) | | 131685 | ( | 70.5% | ) | | 114 | ( | 0.1% | ) | | 5386 | ( | 2.9% | ) | | 10580 | ( | 5.7% | ) | | 33964 | ( | 18.2% | ) | | 63 | ( | 0.0% | ) | | 787 | ( | 0.4% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 4187.3 (5100) | | min ≤ med ≤ max: | | 0 ≤ 3174.6 ≤ 147035.6 | | IQR (CV) : 3921.5 (1.2) |
|
66495 distinct values |
 |
9081
(4.9%) |
| dm_yield
[integer] |
| Mean (sd) : 6439.7 (2335.2) | | min ≤ med ≤ max: | | 1420 ≤ 7140 ≤ 9080 | | IQR (CV) : 2182.5 (0.4) |
|
35 distinct values |
 |
186856
(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 |
 |
186661
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 123.7 (147) | | min ≤ med ≤ max: | | 0 ≤ 45.1 ≤ 1050.7 | | IQR (CV) : 132.8 (1.2) |
|
4284 distinct values |
 |
170148
(91.0%) |
| fertilizer_used
[logical] |
|
|
 |
186856
(100.0%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. unknown | | 3. SSP | | 4. none | | 5. urea | | 6. TSP | | 7. urea; DAP; SOP; ZnSO | | 8. D-compound; AN | | 9. NPK | | 10. TSP; KCl | | [ 85 others ] |
|
| 114643 | ( | 61.3% | ) | | 11396 | ( | 6.1% | ) | | 8906 | ( | 4.8% | ) | | 7489 | ( | 4.0% | ) | | 6851 | ( | 3.7% | ) | | 4728 | ( | 2.5% | ) | | 4622 | ( | 2.5% | ) | | 2220 | ( | 1.2% | ) | | 2169 | ( | 1.2% | ) | | 2160 | ( | 1.2% | ) | | 21708 | ( | 11.6% | ) |
|
 |
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 |
|
| 185356 | ( | 99.2% | ) | | 1456 | ( | 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_amount
[numeric] |
| Mean (sd) : 240.8 (154.7) | | min ≤ med ≤ max: | | 100 ≤ 200 ≤ 660 | | IQR (CV) : 192.5 (0.6) |
|
9 distinct values |
 |
185926
(99.5%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. fertigation |
|
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 60.3 (64.9) | | min ≤ med ≤ max: | | 0 ≤ 58 ≤ 655 | | IQR (CV) : 99.8 (1.1) |
|
1371 distinct values |
 |
36820
(19.7%) |
| N_splits
[integer] |
| Mean (sd) : 1.7 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 5 | | IQR (CV) : 0 (0.5) |
|
| 0 | : | 3604 | ( | 18.5% | ) | | 1 | : | 373 | ( | 1.9% | ) | | 2 | : | 13196 | ( | 67.8% | ) | | 3 | : | 2173 | ( | 11.2% | ) | | 4 | : | 92 | ( | 0.5% | ) | | 5 | : | 39 | ( | 0.2% | ) |
|
 |
167415
(89.6%) |
| N_fert_level
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. moderate | | 5. zero |
|
| 173411 | ( | 92.8% | ) | | 3364 | ( | 1.8% | ) | | 3369 | ( | 1.8% | ) | | 3370 | ( | 1.8% | ) | | 3378 | ( | 1.8% | ) |
|
 |
0
(0.0%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 18.7 (23.4) | | min ≤ med ≤ max: | | 0 ≤ 15 ≤ 400 | | IQR (CV) : 30 (1.3) |
|
723 distinct values |
 |
45376
(24.3%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 19 (34.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 252.8 | | IQR (CV) : 27.4 (1.8) |
|
570 distinct values |
 |
46332
(24.8%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 1.1 (3.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 90 | | IQR (CV) : 0 (3) |
|
106 distinct values |
 |
140173
(75.0%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 6.9 (17.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 105.1 | | IQR (CV) : 4 (2.6) |
|
27 distinct values |
 |
152970
(81.8%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.3 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5 | | IQR (CV) : 0 (2.8) |
|
15 distinct values |
 |
165799
(88.7%) |
| Ca_fertilizer
[integer] |
| Min : 0 | | Mean : 0.8 | | Max : 10 |
|
| 0 | : | 11515 | ( | 91.6% | ) | | 10 | : | 1053 | ( | 8.4% | ) |
|
 |
174324
(93.3%) |
| 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% | ) |
|
 |
173129
(92.6%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 0.7 (3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 30 | | IQR (CV) : 0.1 (4.2) |
|
8 distinct values |
 |
186703
(99.9%) |
| N_organic
[numeric] |
| Mean (sd) : 48.9 (21.6) | | min ≤ med ≤ max: | | 31.4 ≤ 39.4 ≤ 85.6 | | IQR (CV) : 16.7 (0.4) |
|
4 distinct values |
 |
186812
(100.0%) |
| P_organic
[numeric] |
| Mean (sd) : 13.3 (4.7) | | min ≤ med ≤ max: | | 9.8 ≤ 11 ≤ 21.3 | | IQR (CV) : 3.2 (0.4) |
|
4 distinct values |
|
186812
(100.0%) |
| K_organic
[numeric] |
| Mean (sd) : 87.7 (24.1) | | min ≤ med ≤ max: | | 64.9 ≤ 79.3 ≤ 127.1 | | IQR (CV) : 24.6 (0.3) |
|
4 distinct values |
|
186812
(100.0%) |
| Ca_organic
[numeric] |
| Mean (sd) : 44.1 (10.6) | | min ≤ med ≤ max: | | 35.2 ≤ 39.6 ≤ 62 | | IQR (CV) : 7.5 (0.2) |
|
4 distinct values |
 |
186812
(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 |
|
186812
(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% | ) |
|
 |
176404
(94.4%) |
| lime_used
[logical] |
|
|
 |
186276
(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 |
 |
181065
(96.9%) |
| OM_used
[logical] |
|
|
 |
166124
(88.9%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. farmyard manure | | 3. none | | 4. compost | | 5. foliage | | 6. biochar | | 7. bone meal | | 8. unknown | | 9. animal dung | | 10. cattle dung | | [ 2 others ] |
|
| 181352 | ( | 97.0% | ) | | 3445 | ( | 1.8% | ) | | 1692 | ( | 0.9% | ) | | 135 | ( | 0.1% | ) | | 96 | ( | 0.1% | ) | | 36 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 1812.8 (2717.3) | | min ≤ med ≤ max: | | 0 ≤ 420 ≤ 15000 | | IQR (CV) : 2500 (1.5) |
|
37 distinct values |
 |
181833
(97.3%) |
| OM_N
[numeric] |
| Mean (sd) : 4971.3 (5409) | | min ≤ med ≤ max: | | 151.5 ≤ 173.3 ≤ 13600 | | IQR (CV) : 8157.6 (1.1) |
|
6 distinct values |
 |
186809
(100.0%) |
| OM_P
[numeric] |
| Min : 36.8 | | Mean : 40.1 | | Max : 43.5 |
|
2 distinct values |
 |
186850
(100.0%) |
| OM_K
[numeric] |
| Min : 144 | | Mean : 175.2 | | Max : 206.5 |
|
2 distinct values |
|
186850
(100.0%) |
| inoculated
[logical] |
|
|
 |
132217
(70.7%) |
| inoculant
[character] |
| 1. (Empty string) | | 2. Legume Fix | | 3. Rhizobium Legume Fix | | 4. Legume Technology | | 5. Rhizobial Legume Fix | | 6. rhizobium | | 7. Rhizobium Legumes Fi | | 8. 200gm | | 9. Legume-Fix | | 10. 2009 | | [ 8 others ] |
|
| 186337 | ( | 99.7% | ) | | 146 | ( | 0.1% | ) | | 118 | ( | 0.1% | ) | | 78 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 39 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 38 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigated
[logical] |
|
|
 |
66477
(35.6%) |
| 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 ] |
|
| 184244 | ( | 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 |
|
| 184033 | ( | 98.5% | ) | | 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 |
 |
181447
(97.1%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 115.9 (112) | | min ≤ med ≤ max: | | 50 ≤ 110 ≤ 810 | | IQR (CV) : 60 (1) |
|
29 distinct values |
 |
184455
(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 ] |
|
| 184635 | ( | 98.8% | ) | | 1456 | ( | 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 ] |
|
| 155471 | ( | 83.2% | ) | | 8732 | ( | 4.7% | ) | | 6413 | ( | 3.4% | ) | | 2878 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 2832 | ( | 1.5% | ) | | 1556 | ( | 0.8% | ) | | 1395 | ( | 0.7% | ) | | 774 | ( | 0.4% | ) | | 599 | ( | 0.3% | ) | | 3410 | ( | 1.8% | ) |
|
 |
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 |
|
| 184718 | ( | 98.8% | ) | | 327 | ( | 0.2% | ) | | 24 | ( | 0.0% | ) | | 374 | ( | 0.2% | ) | | 1122 | ( | 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 ] |
|
| 179347 | ( | 96.0% | ) | | 2992 | ( | 1.6% | ) | | 1557 | ( | 0.8% | ) | | 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 |
|
| 185768 | ( | 99.4% | ) | | 689 | ( | 0.4% | ) | | 435 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 184710 | ( | 98.8% | ) | | 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 |
 |
182893
(97.9%) |
| 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 |
|
| 182842 | ( | 97.8% | ) | | 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) : 67.4 (17.5) | | min ≤ med ≤ max: | | 0 ≤ 75 ≤ 150 | | IQR (CV) : 15 (0.3) |
|
34 distinct values |
 |
155561
(83.2%) |
| plot_area
[numeric] |
| Mean (sd) : 61.4 (99.7) | | min ≤ med ≤ max: | | 2.6 ≤ 30 ≤ 400 | | IQR (CV) : 6 (1.6) |
|
89 distinct values |
 |
180901
(96.8%) |
| 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% | ) |
|
 |
184631
(98.8%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
184631
(98.8%) |
| plant_spacing
[numeric] |
| Mean (sd) : 22.6 (12.9) | | min ≤ med ≤ max: | | 0 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
28 distinct values |
 |
159975
(85.6%) |
| 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% | ) |
|
 |
182939
(97.9%) |
| plant_density
[numeric] |
| Mean (sd) : 101571.2 (203343.7) | | min ≤ med ≤ max: | | 0 ≤ 44444 ≤ 3066667 | | IQR (CV) : 56979.4 (2) |
|
8962 distinct values |
 |
155746
(83.3%) |
| cob_density
[numeric] |
| Mean (sd) : 37019.2 (7781.2) | | min ≤ med ≤ max: | | 21525.2 ≤ 37500 ≤ 68877.6 | | IQR (CV) : 11101.1 (0.2) |
|
98 distinct values |
 |
186787
(99.9%) |
| 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 |
 |
186856
(100.0%) |
| rain
[numeric] |
| Mean (sd) : 829.4 (444.2) | | min ≤ med ≤ max: | | 5.4 ≤ 812.1 ≤ 3000 | | IQR (CV) : 510.5 (0.5) |
|
208 distinct values |
 |
181692
(97.2%) |
| emergence_days
[integer] |
| Mean (sd) : 8.6 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
181494
(97.1%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
186700
(99.9%) |
| flowering_days
[integer] |
| Mean (sd) : 322.4 (3346.1) | | min ≤ med ≤ max: | | 19 ≤ 73 ≤ 43895 | | IQR (CV) : 41 (10.4) |
|
94 distinct values |
 |
180068
(96.3%) |
| anthesis_days
[integer] |
| Mean (sd) : 88 (9.7) | | min ≤ med ≤ max: | | 63 ≤ 90 ≤ 106 | | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
186098
(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 |
 |
185207
(99.1%) |
| asi
[integer] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
185453
(99.2%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
185453
(99.2%) |
| maturity_days
[integer] |
| Mean (sd) : 393.2 (3447.4) | | min ≤ med ≤ max: | | 78 ≤ 120 ≤ 43948 | | IQR (CV) : 21 (8.8) |
|
96 distinct values |
|
180466
(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 |
 |
184588
(98.8%) |
| plant_height
[numeric] |
| Mean (sd) : 91.8 (43.1) | | min ≤ med ≤ max: | | 10 ≤ 85 ≤ 460.2 | | IQR (CV) : 10 (0.5) |
|
1559 distinct values |
 |
166689
(89.2%) |
| 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 |
 |
186724
(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 |
 |
186856
(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 |
 |
186768
(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 |
 |
186732
(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 |
 |
184698
(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 |
 |
184734
(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 |
 |
184734
(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 |
 |
184734
(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 |
 |
184734
(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 |
 |
184878
(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 |
 |
184734
(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 |
 |
184878
(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 |
 |
184878
(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 |
 |
184878
(98.9%) |
| grain_N
[numeric] |
| Mean (sd) : 2.6 (8.8) | | min ≤ med ≤ max: | | 0.4 ≤ 1.3 ≤ 104.6 | | IQR (CV) : 0.6 (3.3) |
|
2996 distinct values |
 |
183672
(98.3%) |
| grain_K
[numeric] |
| Mean (sd) : 18.4 (57.1) | | min ≤ med ≤ max: | | 0 ≤ 0.8 ≤ 256 | | IQR (CV) : 1 (3.1) |
|
2697 distinct values |
 |
183770
(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 |
 |
183377
(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 |
 |
186075
(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 |
 |
184947
(99.0%) |
| 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 |
 |
185056
(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 |
 |
185426
(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 |
 |
183931
(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 |
 |
184947
(99.0%) |
| 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 |
 |
184947
(99.0%) |
| 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 |
 |
186075
(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 |
 |
186612
(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 |
 |
186044
(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 |
 |
186695
(99.9%) |
| residue_N
[numeric] |
| Mean (sd) : 1.5 (5.7) | | min ≤ med ≤ max: | | 0.1 ≤ 0.6 ≤ 56.9 | | IQR (CV) : 0.3 (3.9) |
|
1827 distinct values |
 |
185052
(99.0%) |
| 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 |
 |
185115
(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 |
 |
185115
(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 |
 |
186083
(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 |
 |
186083
(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 |
 |
186083
(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 |
 |
186083
(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 |
 |
186083
(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 |
 |
186083
(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 |
|
186044
(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 |
|
| 185613 | ( | 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] |
|
|
 |
184354
(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 ] |
|
| 184438 | ( | 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 | ( | 0.0% | ) |
|
|
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% | ) |
|
 |
186088
(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 |
 |
185424
(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 |
 |
185318
(99.2%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
186481
(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 |
|
| 186225 | ( | 99.6% | ) | | 93 | ( | 0.0% | ) | | 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% | ) |
|
 |
185605
(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 ] |
|
| 185697 | ( | 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 |
|
| 186435 | ( | 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 |
|
| 186756 | ( | 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 |
 |
181540
(97.1%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 186812 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
186027
(99.5%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. dimethoate | | 3. fipronil | | 4. lambda-cyhalothrin | | 5. none |
|
| 186513 | ( | 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 |
 |
186503
(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 |
 |
186088
(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 |
 |
186432
(99.8%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 186567 | ( | 99.8% | ) | | 254 | ( | 0.1% | ) | | 71 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 186812 | ( | 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 |
|
| 186812 | ( | 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] |
|
|
|
186892
(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% | ) |
|
 |
186088
(99.6%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 4 | | 6. mild | | 7. severe |
|
| 186704 | ( | 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 |
 |
186856
(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 |
|
| 186660 | ( | 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] |
|
|
 |
185875
(99.5%) |
| mulch
[integer] |
| Mean (sd) : 2005.7 (2114) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
185084
(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 |
|
| 184734 | ( | 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 |
|
| 186826 | ( | 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 |
 |
186509
(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 |
 |
185039
(99.0%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 183087 | ( | 98.0% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 2.0% | ) |
|
 |
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 |
 |
185820
(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 |
 |
186432
(99.8%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. USD |
|
| 185504 | ( | 99.3% | ) | | 188 | ( | 0.1% | ) | | 460 | ( | 0.2% | ) | | 308 | ( | 0.2% | ) | | 96 | ( | 0.1% | ) | | 336 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 186812 | ( | 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 |
 |
185868
(99.5%) |
| 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 |
 |
186273
(99.7%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 186481 | ( | 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% | ) |
|
 |
186820
(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 |
 |
186856
(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% | ) |
|
 |
184830
(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 ] |
|
| 162241 | ( | 86.8% | ) | | 2603 | ( | 1.4% | ) | | 2320 | ( | 1.2% | ) | | 1456 | ( | 0.8% | ) | | 1430 | ( | 0.8% | ) | | 1352 | ( | 0.7% | ) | | 1335 | ( | 0.7% | ) | | 989 | ( | 0.5% | ) | | 923 | ( | 0.5% | ) | | 849 | ( | 0.5% | ) | | 11394 | ( | 6.1% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.1 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 5.9 ≤ 8.7 | | IQR (CV) : 1.2 (0.2) |
|
571 distinct values |
 |
157112
(84.1%) |
| 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 |
 |
184745
(98.9%) |
| soil_SOC
[numeric] |
| Mean (sd) : 2.3 (2.7) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 20 | | IQR (CV) : 1.6 (1.1) |
|
724 distinct values |
 |
163837
(87.7%) |
| 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 |
 |
180771
(96.7%) |
| soil_sand
[numeric] |
| Mean (sd) : 65.9 (90.1) | | min ≤ med ≤ max: | | 0 ≤ 54.7 ≤ 862.6 | | IQR (CV) : 43 (1.4) |
|
727 distinct values |
 |
171519
(91.8%) |
| soil_clay
[numeric] |
| Mean (sd) : 36.5 (69.6) | | min ≤ med ≤ max: | | 0 ≤ 24.1 ≤ 764.3 | | IQR (CV) : 23.1 (1.9) |
|
467 distinct values |
 |
164300
(87.9%) |
| soil_silt
[numeric] |
| Mean (sd) : 37.5 (55.7) | | min ≤ med ≤ max: | | 0 ≤ 15.2 ≤ 340.4 | | IQR (CV) : 42.7 (1.5) |
|
225 distinct values |
 |
177901
(95.2%) |
| 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 ] |
|
| 182342 | ( | 97.6% | ) | | 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) : 112 (316.8) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 2660 | | IQR (CV) : 0.3 (2.8) |
|
484 distinct values |
 |
177798
(95.1%) |
| soil_K
[numeric] |
| Mean (sd) : 200.1 (376.9) | | min ≤ med ≤ max: | | 0 ≤ 76.1 ≤ 7800 | | IQR (CV) : 259.8 (1.9) |
|
436 distinct values |
 |
174064
(93.1%) |
| 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 |
 |
178697
(95.6%) |
| soil_P_available
[numeric] |
| Mean (sd) : 20.8 (25.9) | | min ≤ med ≤ max: | | 0.1 ≤ 10.2 ≤ 183.8 | | IQR (CV) : 15.7 (1.2) |
|
585 distinct values |
 |
180356
(96.5%) |
| 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 |
 |
183130
(98.0%) |
| 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 |
 |
181284
(97.0%) |
| 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 |
 |
181284
(97.0%) |
| 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 |
 |
184110
(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 |
 |
184750
(98.9%) |
| 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 |
 |
185242
(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 |
 |
184009
(98.5%) |
| 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 |
 |
184166
(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 |
 |
181654
(97.2%) |
| 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 |
 |
185302
(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 |
 |
186211
(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 |
 |
185441
(99.2%) |
| soil_sample_top
[integer] |
1 distinct value |
|
 |
186721
(99.9%) |
| soil_sample_bottom
[integer] |
| Min : 30 | | Mean : 35.4 | | Max : 40 |
|
|
 |
186721
(99.9%) |
| soil_CEC
[numeric] |
| Mean (sd) : 20.3 (9.9) | | min ≤ med ≤ max: | | 0 ≤ 20.7 ≤ 50.8 | | IQR (CV) : 11.2 (0.5) |
|
201 distinct values |
 |
180926
(96.8%) |
| 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 |
 |
185968
(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 |
 |
186262
(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 |
 |
186262
(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 |
 |
186262
(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 |
 |
186852
(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 ] |
|
| 184344 | ( | 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 |
|
| 186812 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 186724 | ( | 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 |
 |
185992
(99.5%) |
| soil_constraint
[character] |
| 1. (Empty string) | | 2. acidic | | 3. do not know | | 4. none | | 5. saline |
|
| 184714 | ( | 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 |
 |
186439
(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 |
 |
186852
(100.0%) |