| date
[character] |
| 1. (Empty string) | | 2. 2014 | | 3. 2015 | | 4. 2014-11-15 | | 5. 2014-11-13 | | 6. 2014-11-30 | | 7. 2014-11-14 | | 8. 2014-11-20 | | 9. 2014-11-22 | | 10. 2014-10-15 | | [ 28 others ] |
|
| 304407 | ( | 99.8% | ) | | 110 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 38 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 22 | ( | 0.0% | ) | | 17 | ( | 0.0% | ) | | 245 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| reference
[character] |
| 1. (Empty string) | | 2. AfSIS_DT | | 3. TAMASA | | 4. Wortmann et al 2009 | | 5. Li et al. (2011) | | 6. Kihara_et al. 2017_M | | 7. Wang et al. (2011) | | 8. Kihara_Wkenya | | 9. Woldeab etal. 1991 | | 10. Amelong et al. (2017 | | [ 937 others ] |
|
| 275053 | ( | 90.2% | ) | | 2279 | ( | 0.7% | ) | | 2011 | ( | 0.7% | ) | | 1919 | ( | 0.6% | ) | | 893 | ( | 0.3% | ) | | 767 | ( | 0.3% | ) | | 733 | ( | 0.2% | ) | | 467 | ( | 0.2% | ) | | 320 | ( | 0.1% | ) | | 248 | ( | 0.1% | ) | | 20397 | ( | 6.7% | ) |
|
 |
0
(0.0%) |
| plot_id
[character] |
| 1. (Empty string) | | 2. 305 | | 3. 402 | | 4. 106 | | 5. 209 | | 6. 301 | | 7. 306 | | 8. 309 | | 9. 401 | | 10. 403 | | [ 48200 others ] |
|
| 227282 | ( | 74.5% | ) | | 44 | ( | 0.0% | ) | | 44 | ( | 0.0% | ) | | 43 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 77422 | ( | 25.4% | ) |
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2015 | | 3. 2014 | | 4. 2013 | | 5. 2012 | | 6. 2016 | | 7. 2017 | | 8. 2019 | | 9. 2010 | | 10. 2018 | | [ 4206 others ] |
|
| 37846 | ( | 12.4% | ) | | 17088 | ( | 5.6% | ) | | 11732 | ( | 3.8% | ) | | 9480 | ( | 3.1% | ) | | 4848 | ( | 1.6% | ) | | 4778 | ( | 1.6% | ) | | 3957 | ( | 1.3% | ) | | 3888 | ( | 1.3% | ) | | 2769 | ( | 0.9% | ) | | 2563 | ( | 0.8% | ) | | 206138 | ( | 67.6% | ) |
|
 |
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 |
 |
301600
(98.9%) |
| transplanting_date
[IDate,
Date] |
| min : 1991-08-15 | | med : 2014-07-06 | | max : 2015-09-05 | | range : 24y 0m 21d |
|
273 distinct values |
 |
302468
(99.1%) |
| 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 | | [ 299 others ] |
|
| 302195 | ( | 99.1% | ) | | 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% | ) | | 2408 | ( | 0.8% | ) |
|
 |
0
(0.0%) |
| maturity_date
[IDate,
Date] |
| min : 1998-11-25 | | med : 2016-11-11 | | max : 2019-10-29 | | range : 20y 11m 4d |
|
159 distinct values |
 |
302816
(99.3%) |
| 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 | | [ 4027 others ] |
|
| 136553 | ( | 44.8% | ) | | 4361 | ( | 1.4% | ) | | 3764 | ( | 1.2% | ) | | 3677 | ( | 1.2% | ) | | 3013 | ( | 1.0% | ) | | 1975 | ( | 0.6% | ) | | 1838 | ( | 0.6% | ) | | 1694 | ( | 0.6% | ) | | 1588 | ( | 0.5% | ) | | 1581 | ( | 0.5% | ) | | 145043 | ( | 47.5% | ) |
|
 |
0
(0.0%) |
| LTE_name
[character] |
| 1. (Empty string) | | 2. LTCCE-HP | | 3. WARDA |
|
| 291234 | ( | 95.5% | ) | | 13481 | ( | 4.4% | ) | | 372 | ( | 0.1% | ) |
|
 |
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. rabi | | 10. kharif | | [ 49 others ] |
|
| 265879 | ( | 87.1% | ) | | 4963 | ( | 1.6% | ) | | 4542 | ( | 1.5% | ) | | 4328 | ( | 1.4% | ) | | 2995 | ( | 1.0% | ) | | 2880 | ( | 0.9% | ) | | 2784 | ( | 0.9% | ) | | 2209 | ( | 0.7% | ) | | 2184 | ( | 0.7% | ) | | 1892 | ( | 0.6% | ) | | 10431 | ( | 3.4% | ) |
|
 |
0
(0.0%) |
| flooded
[logical] |
|
|
 |
303864
(99.6%) |
| on_farm
[logical] |
|
| 50652 | ( | 18.7% | ) | | 219675 | ( | 81.3% | ) |
|
 |
34760
(11.4%) |
| is_survey
[logical] |
|
|
 |
17890
(5.9%) |
| treatment
[character] |
| 1. (Empty string) | | 2. conventional tillage | | 3. reduced irrigation w | | 4. zero tillage | | 5. NPK | | 6. conservation_agricul | | 7. control | | 8. Fert | | 9. NoFert | | 10. Control | | [ 6197 others ] |
|
| 156773 | ( | 51.4% | ) | | 4500 | ( | 1.5% | ) | | 4500 | ( | 1.5% | ) | | 4500 | ( | 1.5% | ) | | 4314 | ( | 1.4% | ) | | 4017 | ( | 1.3% | ) | | 3854 | ( | 1.3% | ) | | 2832 | ( | 0.9% | ) | | 2832 | ( | 0.9% | ) | | 2643 | ( | 0.9% | ) | | 114322 | ( | 37.5% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 18.3 (79.5) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 757 | | IQR (CV) : 2 (4.3) |
|
758 distinct values |
 |
192149
(63.0%) |
| crop
[character] |
| 1. maize | | 2. wheat | | 3. rice | | 4. soybean | | 5. common bean | | 6. durum wheat | | 7. cassava | | 8. (Empty string) | | 9. sorghum | | 10. groundnut | | [ 116 others ] |
|
| 139835 | ( | 45.8% | ) | | 28112 | ( | 9.2% | ) | | 20076 | ( | 6.6% | ) | | 19242 | ( | 6.3% | ) | | 18925 | ( | 6.2% | ) | | 15056 | ( | 4.9% | ) | | 11122 | ( | 3.6% | ) | | 10178 | ( | 3.3% | ) | | 7677 | ( | 2.5% | ) | | 7008 | ( | 2.3% | ) | | 27856 | ( | 9.1% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. CRIOLLA (SEMILLA DE | | 3. CRIOLLO (BLANCO) | | 4. PINTO SALTILLO | | 5. Hybrid | | 6. Sammaz 15 | | 7. OTRA (ESPECIFIQUE) | | 8. Denda'a | | 9. P4082W | | 10. TME419 | | [ 6133 others ] |
|
| 95500 | ( | 31.3% | ) | | 8904 | ( | 2.9% | ) | | 6994 | ( | 2.3% | ) | | 4249 | ( | 1.4% | ) | | 3787 | ( | 1.2% | ) | | 3609 | ( | 1.2% | ) | | 3414 | ( | 1.1% | ) | | 3384 | ( | 1.1% | ) | | 2942 | ( | 1.0% | ) | | 2832 | ( | 0.9% | ) | | 169472 | ( | 55.5% | ) |
|
 |
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 ] |
|
| 287169 | ( | 94.1% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 16946 | ( | 5.6% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. hybrid | | 3. Improved | | 4. improved | | 5. inbred | | 6. OPV | | 7. opv | | 8. bush bean | | 9. Hybrid | | 10. climbing bean | | [ 15 others ] |
|
| 286810 | ( | 94.0% | ) | | 5782 | ( | 1.9% | ) | | 2381 | ( | 0.8% | ) | | 1998 | ( | 0.7% | ) | | 1179 | ( | 0.4% | ) | | 1069 | ( | 0.4% | ) | | 1005 | ( | 0.3% | ) | | 938 | ( | 0.3% | ) | | 612 | ( | 0.2% | ) | | 602 | ( | 0.2% | ) | | 2711 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. none | | 3. maize | | 4. pigeon pea | | 5. cowpea | | 6. pearl millet | | 7. legume | | 8. Gliricidia | | 9. common bean; maize | | 10. common bean; pigeon | | [ 18 others ] |
|
| 287590 | ( | 94.3% | ) | | 7959 | ( | 2.6% | ) | | 3232 | ( | 1.1% | ) | | 1478 | ( | 0.5% | ) | | 1449 | ( | 0.5% | ) | | 897 | ( | 0.3% | ) | | 870 | ( | 0.3% | ) | | 170 | ( | 0.1% | ) | | 168 | ( | 0.1% | ) | | 168 | ( | 0.1% | ) | | 1106 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. cowpea | | 4. rice | | 5. soybean | | 6. wheat | | 7. groundnut | | 8. common bean | | 9. faba bean; potato | | 10. sorghum | | [ 84 others ] |
|
| 267419 | ( | 87.7% | ) | | 10499 | ( | 3.4% | ) | | 7345 | ( | 2.4% | ) | | 2788 | ( | 0.9% | ) | | 2261 | ( | 0.7% | ) | | 1821 | ( | 0.6% | ) | | 1590 | ( | 0.5% | ) | | 1338 | ( | 0.4% | ) | | 1152 | ( | 0.4% | ) | | 1096 | ( | 0.4% | ) | | 7778 | ( | 2.5% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. maize;soybean | | 3. maize;maize | | 4. none | | 5. groundnut | | 6. soybean | | 7. maize | | 8. rice | | 9. maize; soybean | | 10. rice;maize | | [ 70 others ] |
|
| 293680 | ( | 96.3% | ) | | 2039 | ( | 0.7% | ) | | 1766 | ( | 0.6% | ) | | 1594 | ( | 0.5% | ) | | 1084 | ( | 0.4% | ) | | 1005 | ( | 0.3% | ) | | 632 | ( | 0.2% | ) | | 416 | ( | 0.1% | ) | | 239 | ( | 0.1% | ) | | 202 | ( | 0.1% | ) | | 2430 | ( | 0.8% | ) |
|
 |
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 |
 |
300354
(98.4%) |
| 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 |
 |
304086
(99.7%) |
| dmy_leaves
[numeric] |
| Mean (sd) : 879.5 (955.3) | | min ≤ med ≤ max: | | 23.9 ≤ 546 ≤ 5757.5 | | IQR (CV) : 1222 (1.1) |
|
608 distinct values |
 |
304263
(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 |
 |
303942
(99.6%) |
| dmy_total
[numeric] |
| Mean (sd) : 7229.1 (7666.7) | | min ≤ med ≤ max: | | 0 ≤ 5458.3 ≤ 80721 | | IQR (CV) : 10259 (1.1) |
|
16658 distinct values |
 |
281703
(92.3%) |
| dmy_residue
[numeric] |
| Mean (sd) : 5142 (4071.1) | | min ≤ med ≤ max: | | 0 ≤ 4172.4 ≤ 33160 | | IQR (CV) : 5793.8 (0.8) |
|
7299 distinct values |
 |
297288
(97.4%) |
| 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 |
 |
303647
(99.5%) |
| fwy_leaves
[numeric] |
| Mean (sd) : 1812.3 (981.3) | | min ≤ med ≤ max: | | 0 ≤ 1725.1 ≤ 7482.8 | | IQR (CV) : 1374.4 (0.5) |
|
1361 distinct values |
 |
303402
(99.4%) |
| fwy_total
[numeric] |
| Mean (sd) : 13972.6 (89991.3) | | min ≤ med ≤ max: | | 0 ≤ 2541.7 ≤ 1718800 | | IQR (CV) : 7680.1 (6.4) |
|
6264 distinct values |
 |
294639
(96.6%) |
| fwy_residue
[numeric] |
| Mean (sd) : 3836.9 (3955.5) | | min ≤ med ≤ max: | | 0 ≤ 3209.4 ≤ 111903.6 | | IQR (CV) : 4447.6 (1) |
|
27937 distinct values |
 |
267458
(87.7%) |
| yield_part
[character] |
| 1. grain | | 2. (Empty string) | | 3. seed | | 4. none | | 5. roots | | 6. pod | | 7. tubers | | 8. leaves | | 9. aboveground biomass | | 10. stems | | [ 2 others ] |
|
| 153658 | ( | 50.4% | ) | | 90789 | ( | 29.8% | ) | | 31201 | ( | 10.2% | ) | | 11337 | ( | 3.7% | ) | | 11182 | ( | 3.7% | ) | | 5352 | ( | 1.8% | ) | | 787 | ( | 0.3% | ) | | 357 | ( | 0.1% | ) | | 251 | ( | 0.1% | ) | | 63 | ( | 0.0% | ) | | 110 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 4816.2 (8949.8) | | min ≤ med ≤ max: | | 0 ≤ 3489.6 ≤ 813666.7 | | IQR (CV) : 4299.9 (1.9) |
|
73663 distinct values |
 |
43949
(14.4%) |
| fw_yield
[numeric] |
| Mean (sd) : 3512.2 (6672.2) | | min ≤ med ≤ max: | | 0 ≤ 3.1 ≤ 93442.6 | | IQR (CV) : 4670.4 (1.9) |
|
6266 distinct values |
 |
288040
(94.4%) |
| dm_yield
[numeric] |
| Mean (sd) : 7223.1 (5168.8) | | min ≤ med ≤ max: | | 0.6 ≤ 5964 ≤ 45773 | | IQR (CV) : 7472.9 (0.7) |
|
5888 distinct values |
 |
298322
(97.8%) |
| yield_moisture
[numeric] |
| Mean (sd) : 46.7 (39.2) | | min ≤ med ≤ max: | | 9.2 ≤ 15.5 ≤ 100 | | IQR (CV) : 73.5 (0.8) |
|
400 distinct values |
 |
295543
(96.9%) |
| 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 |
 |
304856
(99.9%) |
| grain_fill
[numeric] |
| Mean (sd) : 75.4 (9.8) | | min ≤ med ≤ max: | | 44.5 ≤ 75.7 ≤ 96.1 | | IQR (CV) : 11.7 (0.1) |
|
330 distinct values |
 |
304757
(99.9%) |
| seed_weight
[numeric] |
| Mean (sd) : 123.8 (146.5) | | min ≤ med ≤ max: | | 0 ≤ 45.1 ≤ 910 | | IQR (CV) : 134.4 (1.2) |
|
4308 distinct values |
 |
288205
(94.5%) |
| fertilizer_used
[logical] |
|
|
 |
304506
(99.8%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. unknown | | 3. ZnSO4 | | 4. urea | | 5. none | | 6. SSP | | 7. DAP | | 8. TSP | | 9. urea;DAP;SOP;ZnSO4 | | 10. DSP | | [ 4818 others ] |
|
| 137721 | ( | 45.1% | ) | | 15068 | ( | 4.9% | ) | | 13640 | ( | 4.5% | ) | | 13174 | ( | 4.3% | ) | | 10901 | ( | 3.6% | ) | | 10194 | ( | 3.3% | ) | | 6102 | ( | 2.0% | ) | | 4870 | ( | 1.6% | ) | | 4622 | ( | 1.5% | ) | | 4549 | ( | 1.5% | ) | | 84246 | ( | 27.6% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[character] |
| 1. (Empty string) | | 2. 2016-07-08;2016-07-2 | | 3. 2012-07-15 | | 4. 2012-07-20 | | 5. 2012-07-20;2012-07-2 | | 6. 2012-07-10 | | 7. 2017-07-20;2017-07-2 | | 8. 2012-07-15;2012-07-1 | | 9. 2013-07-10 | | 10. 2012-06-20 | | [ 28498 others ] |
|
| 244757 | ( | 80.2% | ) | | 1449 | ( | 0.5% | ) | | 107 | ( | 0.0% | ) | | 103 | ( | 0.0% | ) | | 101 | ( | 0.0% | ) | | 100 | ( | 0.0% | ) | | 91 | ( | 0.0% | ) | | 86 | ( | 0.0% | ) | | 84 | ( | 0.0% | ) | | 75 | ( | 0.0% | ) | | 58134 | ( | 19.1% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
|
|
 |
0
(0.0%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 228.9 (171) | | min ≤ med ≤ max: | | 0 ≤ 200 ≤ 660 | | IQR (CV) : 192.5 (0.7) |
|
17 distinct values |
 |
303906
(99.6%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. NA;NA | | 3. NA;NA;NA | | 4. NA;NA;NA;NA | | 5. BURIED IN THE SOIL;B | | 6. BURIED IN THE SOIL | | 7. ON THE SURFACE;ON TH | | 8. ON THE SURFACE | | 9. NA;NA;NA;NA;NA | | 10. BURIED IN THE SOIL;B | | [ 295 others ] |
|
| 256337 | ( | 84.0% | ) | | 13181 | ( | 4.3% | ) | | 10541 | ( | 3.5% | ) | | 4664 | ( | 1.5% | ) | | 2799 | ( | 0.9% | ) | | 2687 | ( | 0.9% | ) | | 1899 | ( | 0.6% | ) | | 1832 | ( | 0.6% | ) | | 1443 | ( | 0.5% | ) | | 1379 | ( | 0.5% | ) | | 8325 | ( | 2.7% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 79.3 (78.1) | | min ≤ med ≤ max: | | 0 ≤ 60 ≤ 1000 | | IQR (CV) : 109 (1) |
|
5588 distinct values |
 |
67907
(22.3%) |
| N_splits
[integer] |
| Mean (sd) : 2.3 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 25 | | IQR (CV) : 1 (0.5) |
|
20 distinct values |
 |
226659
(74.3%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 25.9 (31.9) | | min ≤ med ≤ max: | | 0 ≤ 21.3 ≤ 1275.7 | | IQR (CV) : 24.3 (1.2) |
|
2101 distinct values |
 |
67951
(22.3%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 21.8 (62.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 4303.5 | | IQR (CV) : 33.2 (2.9) |
|
1381 distinct values |
 |
76727
(25.1%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2 (11.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2795 | | IQR (CV) : 5 (5.9) |
|
193 distinct values |
 |
242390
(79.4%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 9 (29.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1014.4 | | IQR (CV) : 5 (3.2) |
|
231 distinct values |
 |
265698
(87.1%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0.3 (0.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 5 | | IQR (CV) : 0 (2.9) |
|
48 distinct values |
 |
281961
(92.4%) |
| Ca_fertilizer
[numeric] |
| Mean (sd) : 12 (81.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1244.6 | | IQR (CV) : 0 (6.8) |
|
186 distinct values |
 |
289550
(94.9%) |
| Mg_fertilizer
[numeric] |
| Mean (sd) : 2.9 (8.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 210 | | IQR (CV) : 0 (3.1) |
|
80 distinct values |
 |
289137
(94.8%) |
| Fe_fertilizer
[numeric] |
| Mean (sd) : 47.4 (268.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2609.1 | | IQR (CV) : 0 (5.7) |
|
109 distinct values |
|
302930
(99.3%) |
| Mn_fertilizer
[numeric] |
| Mean (sd) : 1.8 (8.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 70.9 | | IQR (CV) : 0 (4.6) |
|
50 distinct values |
 |
302561
(99.2%) |
| Cl_fertilizer
[numeric] |
| Mean (sd) : 10.9 (24.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 155.6 | | IQR (CV) : 10.1 (2.2) |
|
55 distinct values |
 |
303023
(99.3%) |
| Cu_fertilizer
[numeric] |
| Mean (sd) : 0.8 (23.8) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1040 | | IQR (CV) : 0 (30) |
|
53 distinct values |
 |
303166
(99.4%) |
| Mo_fertilizer
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (8.7) |
|
4 distinct values |
 |
303326
(99.4%) |
| N_fixation
[numeric] |
| Mean (sd) : 140.3 (95.3) | | min ≤ med ≤ max: | | 3 ≤ 119.1 ≤ 488 | | IQR (CV) : 143.9 (0.7) |
|
234 distinct values |
 |
304792
(99.9%) |
| N_organic
[numeric] |
| Mean (sd) : 265.5 (1501.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 13600 | | IQR (CV) : 85.6 (5.7) |
|
99 distinct values |
 |
303155
(99.4%) |
| P_organic
[numeric] |
| Mean (sd) : 22.5 (62.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 407.8 | | IQR (CV) : 11.2 (2.8) |
|
60 distinct values |
 |
303546
(99.5%) |
| 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 |
 |
304965
(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 |
 |
305007
(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 |
|
305007
(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% | ) |
|
 |
294599
(96.6%) |
| lime_used
[logical] |
|
|
 |
304494
(99.8%) |
| gypsum
[numeric] |
| Mean (sd) : 80.4 (178.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 526.3 | | IQR (CV) : 0 (2.2) |
|
8 distinct values |
 |
299269
(98.1%) |
| OM_used
[logical] |
|
|
 |
281394
(92.2%) |
| 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 | | [ 4 others ] |
|
| 299322 | ( | 98.1% | ) | | 3445 | ( | 1.1% | ) | | 1802 | ( | 0.6% | ) | | 207 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 35 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 19 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 3290.1 (12796.1) | | min ≤ med ≤ max: | | 0 ≤ 1000 ≤ 109000 | | IQR (CV) : 2500 (3.9) |
|
42 distinct values |
 |
299871
(98.3%) |
| inoculated
[logical] |
|
|
 |
241460
(79.1%) |
| 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 ] |
|
| 304115 | ( | 99.7% | ) | | 384 | ( | 0.1% | ) | | 146 | ( | 0.0% | ) | | 118 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) | | 39 | ( | 0.0% | ) | | 33 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 74 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| biochar
[integer] |
| Min : 0 | | Mean : 6750 | | Max : 13500 |
|
|
 |
305075
(100.0%) |
| irrigated
[logical] |
|
| 151814 | ( | 68.1% | ) | | 71113 | ( | 31.9% | ) |
|
 |
82160
(26.9%) |
| 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 ] |
|
| 302439 | ( | 99.1% | ) | | 1367 | ( | 0.4% | ) | | 334 | ( | 0.1% | ) | | 333 | ( | 0.1% | ) | | 210 | ( | 0.1% | ) | | 140 | ( | 0.0% | ) | | 85 | ( | 0.0% | ) | | 69 | ( | 0.0% | ) | | 65 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. furrow | | 3. none | | 4. unknown | | 5. sprinkler | | 6. drip | | 7. continuous flooding | | 8. center pivot sprinkl | | 9. basin | | 10. surface | | [ 3 others ] |
|
| 298957 | ( | 98.0% | ) | | 2962 | ( | 1.0% | ) | | 1023 | ( | 0.3% | ) | | 874 | ( | 0.3% | ) | | 501 | ( | 0.2% | ) | | 266 | ( | 0.1% | ) | | 158 | ( | 0.1% | ) | | 127 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 59 | ( | 0.0% | ) | | 79 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.3 (2.6) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 23 | | IQR (CV) : 1 (0.8) |
|
21 distinct values |
 |
299658
(98.2%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 197.8 (179.9) | | min ≤ med ≤ max: | | 0 ≤ 110 ≤ 1080 | | IQR (CV) : 204.8 (0.9) |
|
182 distinct values |
 |
299868
(98.3%) |
| 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 | | [ 130 others ] |
|
| 302752 | ( | 99.2% | ) | | 1449 | ( | 0.5% | ) | | 36 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 27 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 706 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. conventional | | 3. unknown | | 4. none | | 5. minimum tillage | | 6. tillage | | 7. conventional tilled | | 8. flat | | 9. ridge | | 10. reduced tillage | | [ 29 others ] |
|
| 247956 | ( | 81.3% | ) | | 13786 | ( | 4.5% | ) | | 7727 | ( | 2.5% | ) | | 6740 | ( | 2.2% | ) | | 6052 | ( | 2.0% | ) | | 3418 | ( | 1.1% | ) | | 2878 | ( | 0.9% | ) | | 2832 | ( | 0.9% | ) | | 2832 | ( | 0.9% | ) | | 2419 | ( | 0.8% | ) | | 8447 | ( | 2.8% | ) |
|
 |
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 |
|
| 302915 | ( | 99.3% | ) | | 327 | ( | 0.1% | ) | | 24 | ( | 0.0% | ) | | 374 | ( | 0.1% | ) | | 1120 | ( | 0.4% | ) | | 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 ] |
|
| 297503 | ( | 97.5% | ) | | 2992 | ( | 1.0% | ) | | 1560 | ( | 0.5% | ) | | 789 | ( | 0.3% | ) | | 777 | ( | 0.3% | ) | | 510 | ( | 0.2% | ) | | 447 | ( | 0.1% | ) | | 264 | ( | 0.1% | ) | | 121 | ( | 0.0% | ) | | 52 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| planting_implement
[character] |
| 1. (Empty string) | | 2. direct seeder | | 3. manual |
|
| 303965 | ( | 99.6% | ) | | 687 | ( | 0.2% | ) | | 435 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| transplanting_method
[character] |
| 1. (Empty string) | | 2. manual | | 3. mechanized | | 4. mechanized nonpuddle | | 5. none |
|
| 302905 | ( | 99.3% | ) | | 1753 | ( | 0.6% | ) | | 379 | ( | 0.1% | ) | | 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 |
 |
301088
(98.7%) |
| 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 |
|
| 301037 | ( | 98.7% | ) | | 47 | ( | 0.0% | ) | | 1521 | ( | 0.5% | ) | | 2121 | ( | 0.7% | ) | | 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) : 63 (21) | | min ≤ med ≤ max: | | 0.8 ≤ 75 ≤ 300 | | IQR (CV) : 25 (0.3) |
|
60 distinct values |
 |
264925
(86.8%) |
| plot_area
[numeric] |
| Mean (sd) : 67.9 (659.9) | | min ≤ med ≤ max: | | 0 ≤ 17.5 ≤ 30000 | | IQR (CV) : 33 (9.7) |
|
300 distinct values |
 |
285961
(93.7%) |
| plot_length
[integer] |
| Mean (sd) : 6.5 (2.3) | | min ≤ med ≤ max: | | 6 ≤ 6 ≤ 25 | | IQR (CV) : 0 (0.4) |
|
| 6 | : | 2146 | ( | 94.9% | ) | | 12 | : | 88 | ( | 3.9% | ) | | 25 | : | 27 | ( | 1.2% | ) |
|
 |
302826
(99.3%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (0.2) | | min ≤ med ≤ max: | | 5 ≤ 5 ≤ 6 | | IQR (CV) : 0 (0) |
|
3 distinct values |
 |
302826
(99.3%) |
| plant_spacing
[numeric] |
| Mean (sd) : 22.4 (12.9) | | min ≤ med ≤ max: | | 2 ≤ 25 ≤ 100 | | IQR (CV) : 15 (0.6) |
|
30 distinct values |
 |
277124
(90.8%) |
| seed_density
[numeric] |
| Mean (sd) : 584695.5 (601100.3) | | min ≤ med ≤ max: | | 80 ≤ 8e+05 ≤ 3500000 | | IQR (CV) : 999900 (1) |
|
47 distinct values |
 |
294780
(96.6%) |
| seed_rate
[numeric] |
| Mean (sd) : 6027028 (41118539) | | min ≤ med ≤ max: | | 0 ≤ 333333.3 ≤ 432050000 | | IQR (CV) : 583000 (6.8) |
|
148 distinct values |
 |
301900
(99.0%) |
| plant_density
[numeric] |
| Mean (sd) : 132635.2 (175445.2) | | min ≤ med ≤ max: | | 0 ≤ 70000 ≤ 3066667 | | IQR (CV) : 212500 (1.3) |
|
9787 distinct values |
 |
251181
(82.3%) |
| 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 |
 |
304658
(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 |
 |
305051
(100.0%) |
| rain
[numeric] |
| Mean (sd) : 629.9 (354) | | min ≤ med ≤ max: | | 0 ≤ 576 ≤ 3000 | | IQR (CV) : 403 (0.6) |
|
587 distinct values |
 |
285875
(93.7%) |
| emergence_days
[integer] |
| Mean (sd) : 8.6 (2.9) | | min ≤ med ≤ max: | | 5 ≤ 8 ≤ 89 | | IQR (CV) : 2 (0.3) |
|
18 distinct values |
 |
299689
(98.2%) |
| transplanting_days
[integer] |
1 distinct value |
|
 |
291606
(95.6%) |
| heading_days
[integer] |
| Mean (sd) : 83.6 (3.5) | | min ≤ med ≤ max: | | 77 ≤ 83 ≤ 95 | | IQR (CV) : 5 (0) |
|
17 distinct values |
 |
304895
(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 |
 |
298407
(97.8%) |
| anthesis_days
[integer] |
| Mean (sd) : 88 (9.7) | | min ≤ med ≤ max: | | 63 ≤ 90 ≤ 106 | | IQR (CV) : 12.8 (0.1) |
|
44 distinct values |
 |
304293
(99.7%) |
| silking_days
[integer] |
| Mean (sd) : 74.3 (8.2) | | min ≤ med ≤ max: | | 56 ≤ 74 ≤ 97 | | IQR (CV) : 12 (0.1) |
|
39 distinct values |
 |
303402
(99.4%) |
| asi
[integer] |
| Mean (sd) : 5.3 (3) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 19 | | IQR (CV) : 4 (0.6) |
|
18 distinct values |
 |
303648
(99.5%) |
| tassling_days
[integer] |
| Mean (sd) : 70.7 (7) | | min ≤ med ≤ max: | | 53 ≤ 71 ≤ 87 | | IQR (CV) : 11 (0.1) |
|
35 distinct values |
 |
303648
(99.5%) |
| maturity_days
[integer] |
| Mean (sd) : 120.5 (17.7) | | min ≤ med ≤ max: | | 78 ≤ 120 ≤ 221 | | IQR (CV) : 19 (0.1) |
|
94 distinct values |
 |
298805
(97.9%) |
| harvest_days
[integer] |
| Mean (sd) : 123.5 (16.6) | | min ≤ med ≤ max: | | 80 ≤ 119 ≤ 166 | | IQR (CV) : 20 (0.1) |
|
73 distinct values |
 |
302783
(99.2%) |
| plant_height
[numeric] |
| Mean (sd) : 91.7 (42.9) | | min ≤ med ≤ max: | | 10 ≤ 85 ≤ 569 | | IQR (CV) : 10 (0.5) |
|
1753 distinct values |
 |
281636
(92.3%) |
| ear_height
[numeric] |
| Mean (sd) : 168.1 (74.1) | | min ≤ med ≤ max: | | 77.5 ≤ 136 ≤ 338.8 | | IQR (CV) : 105.1 (0.4) |
|
124 distinct values |
 |
304919
(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 |
 |
305051
(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 |
 |
304963
(100.0%) |
| 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 |
 |
304927
(99.9%) |
| leaf_N
[numeric] |
| Mean (sd) : 7.9 (14) | | min ≤ med ≤ max: | | 0.3 ≤ 2.3 ≤ 54.4 | | IQR (CV) : 1 (1.8) |
|
2340 distinct values |
 |
302494
(99.2%) |
| leaf_K
[numeric] |
| Mean (sd) : 2.9 (3.7) | | min ≤ med ≤ max: | | 0.1 ≤ 2 ≤ 23.8 | | IQR (CV) : 0.6 (1.3) |
|
2257 distinct values |
 |
302770
(99.2%) |
| leaf_P
[numeric] |
| Mean (sd) : 0.4 (0.6) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 5 | | IQR (CV) : 0.1 (1.6) |
|
2247 distinct values |
 |
302770
(99.2%) |
| leaf_S
[numeric] |
| Mean (sd) : 1.9 (0.2) | | min ≤ med ≤ max: | | 0.8 ≤ 1.9 ≤ 2.5 | | IQR (CV) : 0.2 (0.1) |
|
64 distinct values |
 |
304928
(99.9%) |
| leaf_Mg
[numeric] |
| Mean (sd) : 0.4 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 6.9 | | IQR (CV) : 0.1 (1.7) |
|
2274 distinct values |
 |
302770
(99.2%) |
| leaf_Ca
[numeric] |
| Mean (sd) : 0.9 (1.1) | | min ≤ med ≤ max: | | 0.1 ≤ 0.6 ≤ 8.3 | | IQR (CV) : 0.2 (1.3) |
|
2198 distinct values |
 |
302770
(99.2%) |
| leaf_Fe
[numeric] |
| Mean (sd) : 13332.6 (224515.8) | | min ≤ med ≤ max: | | 11.9 ≤ 133 ≤ 9835000 | | IQR (CV) : 59.3 (16.8) |
|
2155 distinct values |
 |
302914
(99.3%) |
| leaf_Zn
[numeric] |
| Mean (sd) : 1687.3 (6348.8) | | min ≤ med ≤ max: | | 1.7 ≤ 13.5 ≤ 46900 | | IQR (CV) : 6.6 (3.8) |
|
2250 distinct values |
 |
302770
(99.2%) |
| leaf_Cu
[numeric] |
| Mean (sd) : 803 (2908.3) | | min ≤ med ≤ max: | | 0.4 ≤ 6.2 ≤ 20000 | | IQR (CV) : 3.3 (3.6) |
|
2081 distinct values |
 |
302914
(99.3%) |
| leaf_Mn
[numeric] |
| Mean (sd) : 2526 (9979.6) | | min ≤ med ≤ max: | | 3.6 ≤ 49.6 ≤ 118000 | | IQR (CV) : 43.2 (4) |
|
2147 distinct values |
 |
302914
(99.3%) |
| leaf_B
[numeric] |
| Mean (sd) : 489 (1726.5) | | min ≤ med ≤ max: | | 0.6 ≤ 4.4 ≤ 9400 | | IQR (CV) : 7 (3.5) |
|
2051 distinct values |
 |
302914
(99.3%) |
| leaf_Al
[integer] |
| Mean (sd) : 31162.3 (20093.5) | | min ≤ med ≤ max: | | 10000 ≤ 28600 ≤ 231900 | | IQR (CV) : 17000 (0.6) |
|
129 distinct values |
 |
304928
(99.9%) |
| leaf_Na
[integer] |
| Mean (sd) : 8372.5 (2910) | | min ≤ med ≤ max: | | 4400 ≤ 7850 ≤ 20000 | | IQR (CV) : 2825 (0.3) |
|
52 distinct values |
 |
305007
(100.0%) |
| grain_N
[numeric] |
| Mean (sd) : 30.1 (123.2) | | min ≤ med ≤ max: | | 0.4 ≤ 12.5 ≤ 2710 | | IQR (CV) : 16.8 (4.1) |
|
6418 distinct values |
 |
296112
(97.1%) |
| grain_K
[numeric] |
| Mean (sd) : 12.3 (42.1) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 256 | | IQR (CV) : 3.3 (3.4) |
|
4343 distinct values |
 |
299160
(98.1%) |
| grain_P
[numeric] |
| Mean (sd) : 6.8 (11.1) | | min ≤ med ≤ max: | | 0 ≤ 2.3 ≤ 49 | | IQR (CV) : 3.6 (1.6) |
|
5718 distinct values |
 |
295642
(96.9%) |
| grain_S
[numeric] |
| Mean (sd) : 1 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 18.1 | | IQR (CV) : 0.9 (1.2) |
|
1142 distinct values |
 |
302326
(99.1%) |
| grain_Mg
[numeric] |
| Mean (sd) : 0.8 (0.9) | | min ≤ med ≤ max: | | 0 ≤ 0.7 ≤ 5.7 | | IQR (CV) : 1.1 (1.1) |
|
2285 distinct values |
 |
301193
(98.7%) |
| grain_Ca
[numeric] |
| Mean (sd) : 0.7 (1.7) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 16.8 | | IQR (CV) : 0.1 (2.5) |
|
1660 distinct values |
 |
301382
(98.8%) |
| grain_Fe
[numeric] |
| Mean (sd) : 54.8 (64.5) | | min ≤ med ≤ max: | | -0.4 ≤ 37.6 ≤ 1237.3 | | IQR (CV) : 66.3 (1.2) |
|
1320 distinct values |
 |
303193
(99.4%) |
| grain_Zn
[numeric] |
| Mean (sd) : 22.2 (26.2) | | min ≤ med ≤ max: | | -0.4 ≤ 17.2 ≤ 282.4 | | IQR (CV) : 19 (1.2) |
|
2056 distinct values |
 |
301466
(98.8%) |
| grain_Cu
[numeric] |
| Mean (sd) : 4.3 (4.8) | | min ≤ med ≤ max: | | -0.1 ≤ 2.1 ≤ 51.1 | | IQR (CV) : 5.4 (1.1) |
|
1727 distinct values |
 |
302763
(99.2%) |
| grain_Mn
[numeric] |
| Mean (sd) : 73.4 (223.6) | | min ≤ med ≤ max: | | 0 ≤ 11.9 ≤ 3544.4 | | IQR (CV) : 60.9 (3) |
|
1867 distinct values |
 |
302755
(99.2%) |
| grain_B
[numeric] |
| Mean (sd) : 10 (9.2) | | min ≤ med ≤ max: | | 0 ≤ 9 ≤ 37.5 | | IQR (CV) : 10.6 (0.9) |
|
834 distinct values |
 |
304165
(99.7%) |
| grain_Al
[numeric] |
| Mean (sd) : 237.5 (44) | | min ≤ med ≤ max: | | 161.7 ≤ 240.4 ≤ 335 | | IQR (CV) : 57.7 (0.2) |
|
26 distinct values |
 |
304807
(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 |
 |
304239
(99.7%) |
| grain_Cl
[numeric] |
| Mean (sd) : 0.4 (0.1) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 0.6 | | IQR (CV) : 0.1 (0.2) |
|
12 distinct values |
 |
305075
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.1) |
|
9 distinct values |
 |
305076
(100.0%) |
| grain_protein
[numeric] |
| Mean (sd) : 156.8 (113.8) | | min ≤ med ≤ max: | | 0 ≤ 119 ≤ 919.2 | | IQR (CV) : 78.1 (0.7) |
|
1740 distinct values |
 |
301961
(99.0%) |
| residue_N
[numeric] |
| Mean (sd) : 10.1 (23.6) | | min ≤ med ≤ max: | | 0 ≤ 5.3 ≤ 267.1 | | IQR (CV) : 8.1 (2.3) |
|
3835 distinct values |
 |
299641
(98.2%) |
| residue_P
[numeric] |
| Mean (sd) : 2.1 (5.2) | | min ≤ med ≤ max: | | 0 ≤ 0.6 ≤ 114.4 | | IQR (CV) : 2.7 (2.4) |
|
3697 distinct values |
 |
298368
(97.8%) |
| residue_K
[numeric] |
| Mean (sd) : 12.2 (10.6) | | min ≤ med ≤ max: | | 0 ≤ 10.1 ≤ 40.2 | | IQR (CV) : 20.3 (0.9) |
|
3729 distinct values |
 |
300986
(98.7%) |
| residue_Mg
[numeric] |
| Mean (sd) : 1.5 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 1.6 ≤ 6.2 | | IQR (CV) : 2.1 (0.8) |
|
1718 distinct values |
 |
302550
(99.2%) |
| residue_Ca
[numeric] |
| Mean (sd) : 3.4 (2.5) | | min ≤ med ≤ max: | | 0 ≤ 4.1 ≤ 15.9 | | IQR (CV) : 4.7 (0.7) |
|
2045 distinct values |
 |
302611
(99.2%) |
| residue_Mn
[numeric] |
| Mean (sd) : 42 (32.6) | | min ≤ med ≤ max: | | 0 ≤ 40.5 ≤ 170.1 | | IQR (CV) : 41.2 (0.8) |
|
984 distinct values |
 |
304028
(99.7%) |
| residue_Cu
[numeric] |
| Mean (sd) : 2.5 (2.3) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 16.7 | | IQR (CV) : 2.8 (0.9) |
|
738 distinct values |
 |
304038
(99.7%) |
| residue_Fe
[numeric] |
| Mean (sd) : 116.7 (87.5) | | min ≤ med ≤ max: | | 0.1 ≤ 107.3 ≤ 758 | | IQR (CV) : 119.4 (0.7) |
|
879 distinct values |
 |
304066
(99.7%) |
| residue_Zn
[numeric] |
| Mean (sd) : 11.4 (9.7) | | min ≤ med ≤ max: | | 0 ≤ 11.4 ≤ 62 | | IQR (CV) : 16.9 (0.9) |
|
1063 distinct values |
 |
303927
(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 |
 |
304239
(99.7%) |
| residue_S
[numeric] |
| Mean (sd) : 1 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 0.9 ≤ 10.4 | | IQR (CV) : 0.3 (0.7) |
|
685 distinct values |
 |
303370
(99.4%) |
| residue_B
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.8) |
|
70 distinct values |
 |
305003
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.4) |
|
22 distinct values |
 |
305065
(100.0%) |
| residue_Cl
[numeric] |
| Mean (sd) : 2.7 (0.7) | | min ≤ med ≤ max: | | 1.8 ≤ 2.6 ≤ 3.8 | | IQR (CV) : 1.2 (0.3) |
|
12 distinct values |
 |
305075
(100.0%) |
| season_constraint
[character] |
| 1. (Empty string) | | 2. drought | | 3. flood | | 4. initial drought | | 5. initially drought | | 6. initially drought & | | 7. none | | 8. once | | 9. sometime drought | | 10. sometime flood | | 11. submergence |
|
| 303808 | ( | 99.6% | ) | | 155 | ( | 0.1% | ) | | 196 | ( | 0.1% | ) | | 30 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 295 | ( | 0.1% | ) | | 363 | ( | 0.1% | ) | | 25 | ( | 0.0% | ) | | 40 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 15 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
279139
(91.5%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. halosulfuron-methyl | | 3. glyphosate | | 4. unknown | | 5. trifluralin | | 6. sulfosulfuron;metsul | | 7. cyanazine | | 8. clethodim | | 9. diquat dibromide | | 10. simazine | | [ 36 others ] |
|
| 295474 | ( | 96.8% | ) | | 1770 | ( | 0.6% | ) | | 1374 | ( | 0.5% | ) | | 1033 | ( | 0.3% | ) | | 972 | ( | 0.3% | ) | | 733 | ( | 0.2% | ) | | 628 | ( | 0.2% | ) | | 533 | ( | 0.2% | ) | | 347 | ( | 0.1% | ) | | 230 | ( | 0.1% | ) | | 1993 | ( | 0.7% | ) |
|
 |
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% | ) |
|
 |
304283
(99.7%) |
| herbicide_dates
[IDate,
Date] |
| min : 2014-11-10 | | med : 2018-06-17 | | max : 2022-01-02 | | range : 7y 1m 23d |
|
197 distinct values |
 |
303619
(99.5%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 70.4 (189.6) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 1200 | | IQR (CV) : 15.8 (2.7) |
|
111 distinct values |
 |
297099
(97.4%) |
| herbicide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer |
|
|
 |
0
(0.0%) |
| weeding_done
[logical] |
1. TRUE |
|
 |
304433
(99.8%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. Herbicide applicatio | | 3. herbicide, post-emer | | 4. herbicide, pre-emerg | | 5. herbicide, pre-emerg | | 6. manual | | 7. mechanical | | 8. none | | 9. Roundup | | 10. weeding | | 11. Weeding |
|
| 304177 | ( | 99.7% | ) | | 93 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 243 | ( | 0.1% | ) | | 42 | ( | 0.0% | ) | | 42 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 287 | ( | 0.1% | ) | | 17 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 2.4 (0.6) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 3 | | IQR (CV) : 1 (0.3) |
|
| 1 | : | 103 | ( | 6.8% | ) | | 2 | : | 774 | ( | 50.9% | ) | | 3 | : | 644 | ( | 42.3% | ) |
|
 |
303566
(99.5%) |
| 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 ] |
|
| 303892 | ( | 99.6% | ) | | 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 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| weeding_implement
[character] |
| 1. (Empty string) | | 2. manual | | 3. unknown |
|
| 304630 | ( | 99.9% | ) | | 112 | ( | 0.0% | ) | | 345 | ( | 0.1% | ) |
|
 |
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 |
|
| 304951 | ( | 100.0% | ) | | 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 |
 |
299735
(98.2%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 305007 | ( | 100.0% | ) | | 32 | ( | 0.0% | ) | | 48 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
294172
(96.4%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. unknown | | 3. chlorpyrifos | | 4. none | | 5. lambda-cyhalothrin | | 6. beta-cyfluthrin | | 7. phosmet | | 8. malathion | | 9. fipronil | | 10. dimethoate | | [ 9 others ] |
|
| 302863 | ( | 99.3% | ) | | 760 | ( | 0.2% | ) | | 537 | ( | 0.2% | ) | | 144 | ( | 0.0% | ) | | 116 | ( | 0.0% | ) | | 112 | ( | 0.0% | ) | | 98 | ( | 0.0% | ) | | 77 | ( | 0.0% | ) | | 71 | ( | 0.0% | ) | | 64 | ( | 0.0% | ) | | 245 | ( | 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 |
 |
304698
(99.9%) |
| insecticide_times
[integer] |
| Mean (sd) : 1.8 (1.4) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 12 | | IQR (CV) : 1 (0.8) |
|
11 distinct values |
 |
304283
(99.7%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 5.6 (72.6) | | min ≤ med ≤ max: | | 0 ≤ 1.4 ≤ 1875 | | IQR (CV) : 0.6 (12.9) |
|
17 distinct values |
 |
303700
(99.5%) |
| insecticide_implement
[character] |
| 1. (Empty string) | | 2. backpack sprayer | | 3. unknown |
|
| 304762 | ( | 99.9% | ) | | 254 | ( | 0.1% | ) | | 71 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. mild | | 3. moderate |
|
| 305007 | ( | 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 | | 11. rust |
|
| 304895 | ( | 99.9% | ) | | 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% | ) | | 112 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| pest_number
[integer] |
| Mean (sd) : 5.5 (7) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 28 | | IQR (CV) : 7.2 (1.3) |
|
26 distinct values |
 |
304975
(100.0%) |
| fungicide_used
[logical] |
|
|
 |
295185
(96.8%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. carboxin | | 3. metalaxyl | | 4. chlorothalonil | | 5. iprodione | | 6. thiram | | 7. thiabendazole | | 8. difenoconazole | | 9. unknown | | 10. maneb | | [ 5 others ] |
|
| 304405 | ( | 99.8% | ) | | 186 | ( | 0.1% | ) | | 94 | ( | 0.0% | ) | | 81 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 63 | ( | 0.0% | ) | | 58 | ( | 0.0% | ) | | 32 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 44 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| fungicide_times
[integer] |
| Mean (sd) : 0.2 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 3 | | IQR (CV) : 0 (2.6) |
|
| 0 | : | 685 | ( | 85.2% | ) | | 1 | : | 100 | ( | 12.4% | ) | | 2 | : | 18 | ( | 2.2% | ) | | 3 | : | 1 | ( | 0.1% | ) |
|
 |
304283
(99.7%) |
| fungicide_amount
[numeric] |
| Mean (sd) : 59 (109.4) | | min ≤ med ≤ max: | | 0.8 ≤ 4.1 ≤ 600 | | IQR (CV) : 48 (1.9) |
|
17 distinct values |
 |
304785
(99.9%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. 4 | | 6. mild | | 7. severe |
|
| 304899 | ( | 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 |
 |
305051
(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 |
|
| 304855 | ( | 99.9% | ) | | 72 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) |
|
|
0
(0.0%) |
| residue_prevcrop
[numeric] |
| Mean (sd) : 5381.5 (4189.1) | | min ≤ med ≤ max: | | 1007.5 ≤ 4527.8 ≤ 19042.2 | | IQR (CV) : 3636.6 (0.8) |
|
27 distinct values |
 |
305060
(100.0%) |
| residue_prevcrop_used
[logical] |
|
|
 |
304043
(99.7%) |
| mulch
[integer] |
| Mean (sd) : 2005.7 (2114) | | min ≤ med ≤ max: | | 0 ≤ 2000 ≤ 10572 | | IQR (CV) : 3000 (1.1) |
|
122 distinct values |
 |
303279
(99.4%) |
| mulch_type
[character] |
| 1. (Empty string) | | 2. ? | | 3. cotton | | 4. forest | | 5. gramineae | | 6. gramineae+legume | | 7. legume | | 8. no mulch | | 9. straw |
|
| 302929 | ( | 99.3% | ) | | 54 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 1071 | ( | 0.4% | ) | | 292 | ( | 0.1% | ) | | 184 | ( | 0.1% | ) | | 447 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. Arthrobacter; Azotob | | 3. Carboxin; Thiram; Ch | | 4. Metarhizium anisopli | | 5. none | | 6. Thiabendazole; Fludi | | 7. Thiabendazole; Fludi | | 8. Trichodermaharzianum |
|
| 305021 | ( | 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 |
 |
304704
(99.9%) |
| 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 |
 |
303234
(99.4%) |
| previous_crop_residue_management
[character] |
| 1. (Empty string) | | 2. burned straw | | 3. incorporated straw | | 4. removed straw | | 5. retained straw | | 6. unknown |
|
| 301282 | ( | 98.8% | ) | | 9 | ( | 0.0% | ) | | 18 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) | | 3760 | ( | 1.2% | ) |
|
 |
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 |
 |
304015
(99.6%) |
| 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 |
 |
304627
(99.8%) |
| currency
[character] |
| 1. (Empty string) | | 2. ?? | | 3. BDT | | 4. ETB | | 5. MXN | | 6. USD |
|
| 303699 | ( | 99.5% | ) | | 188 | ( | 0.1% | ) | | 460 | ( | 0.2% | ) | | 308 | ( | 0.1% | ) | | 96 | ( | 0.0% | ) | | 336 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. absent | | 3. mild |
|
| 305007 | ( | 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 |
 |
304063
(99.7%) |
| harvest_index
[numeric] |
| Mean (sd) : 1.7 (7.4) | | min ≤ med ≤ max: | | 0 ≤ 0.5 ≤ 93 | | IQR (CV) : 0.2 (4.4) |
|
5404 distinct values |
 |
297303
(97.4%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. M |
|
| 303606 | ( | 99.5% | ) | | 632 | ( | 0.2% | ) | | 849 | ( | 0.3% | ) |
|
|
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% | ) |
|
 |
305015
(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 |
 |
305051
(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% | ) |
|
 |
303025
(99.3%) |
| country
[character] |
| 1. Mexico | | 2. Nigeria | | 3. Ethiopia | | 4. Philippines | | 5. India | | 6. Mozambique | | 7. United States | | 8. Tanzania | | 9. (Empty string) | | 10. Malawi | | [ 89 others ] |
|
| 107559 | ( | 35.3% | ) | | 29311 | ( | 9.6% | ) | | 14247 | ( | 4.7% | ) | | 13770 | ( | 4.5% | ) | | 13568 | ( | 4.4% | ) | | 13155 | ( | 4.3% | ) | | 13118 | ( | 4.3% | ) | | 12618 | ( | 4.1% | ) | | 10147 | ( | 3.3% | ) | | 10114 | ( | 3.3% | ) | | 67480 | ( | 22.1% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Sonora | | 3. Laguna | | 4. Guerrero | | 5. Guanajuato | | 6. Oaxaca | | 7. Durango | | 8. Chiapas | | 9. Puebla | | 10. New South Wales | | [ 552 others ] |
|
| 116145 | ( | 38.1% | ) | | 17938 | ( | 5.9% | ) | | 13481 | ( | 4.4% | ) | | 12812 | ( | 4.2% | ) | | 9301 | ( | 3.0% | ) | | 6266 | ( | 2.1% | ) | | 6216 | ( | 2.0% | ) | | 5939 | ( | 1.9% | ) | | 5054 | ( | 1.7% | ) | | 4966 | ( | 1.6% | ) | | 106969 | ( | 35.1% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Cajeme | | 3. Angonia | | 4. Tsangano | | 5. Barue | | 6. Chipata | | 7. Sangareddy | | 8. Nhamatanda | | 9. Guadalupe Victoria | | 10. Mogovolas | | [ 1702 others ] |
|
| 177152 | ( | 58.1% | ) | | 4872 | ( | 1.6% | ) | | 2424 | ( | 0.8% | ) | | 1896 | ( | 0.6% | ) | | 1518 | ( | 0.5% | ) | | 1517 | ( | 0.5% | ) | | 1449 | ( | 0.5% | ) | | 1202 | ( | 0.4% | ) | | 1105 | ( | 0.4% | ) | | 1052 | ( | 0.3% | ) | | 110900 | ( | 36.4% | ) |
|
 |
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 ] |
|
| 289578 | ( | 94.9% | ) | | 1641 | ( | 0.5% | ) | | 1489 | ( | 0.5% | ) | | 1043 | ( | 0.3% | ) | | 1004 | ( | 0.3% | ) | | 684 | ( | 0.2% | ) | | 684 | ( | 0.2% | ) | | 324 | ( | 0.1% | ) | | 288 | ( | 0.1% | ) | | 276 | ( | 0.1% | ) | | 8076 | ( | 2.6% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Mpungu | | 3. Rutenga |
|
| 305007 | ( | 100.0% | ) | | 26 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| adm5
[character] |
| 1. (Empty string) | | 2. Katojo | | 3. Muramba | | 4. Ngaara | | 5. Ngaara, |
|
| 305007 | ( | 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. Wagga Wagga | | 5. Hawul | | 6. V. Yaqui | | 7. University Bellevill | | 8. Ciudad Obregón | | 9. Lemo | | 10. Lushoto | | [ 2651 others ] |
|
| 131023 | ( | 42.9% | ) | | 13500 | ( | 4.4% | ) | | 13481 | ( | 4.4% | ) | | 4631 | ( | 1.5% | ) | | 4514 | ( | 1.5% | ) | | 3805 | ( | 1.2% | ) | | 3680 | ( | 1.2% | ) | | 2796 | ( | 0.9% | ) | | 2052 | ( | 0.7% | ) | | 1793 | ( | 0.6% | ) | | 123812 | ( | 40.6% | ) |
|
 |
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 ] |
|
| 246046 | ( | 80.6% | ) | | 13500 | ( | 4.4% | ) | | 12857 | ( | 4.2% | ) | | 2477 | ( | 0.8% | ) | | 1449 | ( | 0.5% | ) | | 768 | ( | 0.3% | ) | | 768 | ( | 0.3% | ) | | 768 | ( | 0.3% | ) | | 768 | ( | 0.3% | ) | | 768 | ( | 0.3% | ) | | 24918 | ( | 8.2% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
305060
(100.0%) |
| geo_from_source
[logical] |
|
| 122149 | ( | 42.3% | ) | | 166677 | ( | 57.7% | ) |
|
 |
16261
(5.3%) |
| elevation
[numeric] |
| Mean (sd) : 1106 (593.1) | | min ≤ med ≤ max: | | 0 ≤ 1212 ≤ 2849 | | IQR (CV) : 870 (0.5) |
|
1627 distinct values |
 |
278060
(91.1%) |
| depth
[integer] |
| Mean (sd) : 12.5 (5.6) | | min ≤ med ≤ max: | | 5 ≤ 12.5 ≤ 20 | | IQR (CV) : 7.5 (0.4) |
|
| 5 | : | 424 | ( | 25.0% | ) | | 10 | : | 424 | ( | 25.0% | ) | | 15 | : | 424 | ( | 25.0% | ) | | 20 | : | 424 | ( | 25.0% | ) |
|
 |
303391
(99.4%) |
| soil_depth
[character] |
| 1. (Empty string) | | 2. 0-1 | | 3. 0-3 | | 4. 0-2 | | 5. 0-4 | | 6. 0-15 | | 7. 60 | | 8. 0-5 | | 9. 0-25 | | 10. 30 | | [ 62 others ] |
|
| 301060 | ( | 98.7% | ) | | 752 | ( | 0.2% | ) | | 748 | ( | 0.2% | ) | | 596 | ( | 0.2% | ) | | 489 | ( | 0.2% | ) | | 302 | ( | 0.1% | ) | | 217 | ( | 0.1% | ) | | 84 | ( | 0.0% | ) | | 72 | ( | 0.0% | ) | | 68 | ( | 0.0% | ) | | 699 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. Silty clay loam | | 3. Lixisols | | 4. Nitosols Andosols | | 5. ALFISOL | | 6. Cambisol | | 7. Vertisols | | 8. Nitosol | | 9. silt loam | | 10. Sandy loam | | [ 119 others ] |
|
| 263830 | ( | 86.5% | ) | | 4523 | ( | 1.5% | ) | | 2603 | ( | 0.9% | ) | | 2320 | ( | 0.8% | ) | | 1449 | ( | 0.5% | ) | | 1430 | ( | 0.5% | ) | | 1352 | ( | 0.4% | ) | | 1335 | ( | 0.4% | ) | | 1304 | ( | 0.4% | ) | | 1131 | ( | 0.4% | ) | | 23810 | ( | 7.8% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.3 (1) | | min ≤ med ≤ max: | | 0 ≤ 6.1 ≤ 8.7 | | IQR (CV) : 1.3 (0.2) |
|
659 distinct values |
 |
265205
(86.9%) |
| soil_pH_KCl
[numeric] |
| Mean (sd) : 6.2 (1) | | min ≤ med ≤ max: | | 4.1 ≤ 6.6 ≤ 7.8 | | IQR (CV) : 1.2 (0.2) |
|
18 distinct values |
 |
304771
(99.9%) |
| soil_pH_CaCl2
[numeric] |
| Mean (sd) : 5.4 (1.2) | | min ≤ med ≤ max: | | 0 ≤ 4.8 ≤ 8.4 | | IQR (CV) : 1.2 (0.2) |
|
61 distinct values |
 |
296538
(97.2%) |
| soil_SOC
[numeric] |
| Mean (sd) : 10.8 (38.3) | | min ≤ med ≤ max: | | 0 ≤ 1.3 ≤ 570 | | IQR (CV) : 1.6 (3.6) |
|
967 distinct values |
 |
281342
(92.2%) |
| soil_SOM
[numeric] |
| Mean (sd) : 2.6 (4.3) | | min ≤ med ≤ max: | | 0 ≤ 1.8 ≤ 59 | | IQR (CV) : 1.1 (1.7) |
|
434 distinct values |
 |
289492
(94.9%) |
| soil_sand
[numeric] |
| Mean (sd) : 57.2 (76.1) | | min ≤ med ≤ max: | | 0 ≤ 49 ≤ 862.6 | | IQR (CV) : 42 (1.3) |
|
899 distinct values |
 |
282196
(92.5%) |
| soil_clay
[numeric] |
| Mean (sd) : 34.1 (57.6) | | min ≤ med ≤ max: | | 0 ≤ 28 ≤ 764.3 | | IQR (CV) : 20 (1.7) |
|
589 distinct values |
 |
271374
(88.9%) |
| soil_silt
[numeric] |
| Mean (sd) : 35.5 (43.7) | | min ≤ med ≤ max: | | 0 ≤ 21.2 ≤ 340.4 | | IQR (CV) : 40.7 (1.2) |
|
418 distinct values |
 |
288771
(94.7%) |
| 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 ] |
|
| 300537 | ( | 98.5% | ) | | 741 | ( | 0.2% | ) | | 737 | ( | 0.2% | ) | | 687 | ( | 0.2% | ) | | 505 | ( | 0.2% | ) | | 479 | ( | 0.2% | ) | | 315 | ( | 0.1% | ) | | 283 | ( | 0.1% | ) | | 162 | ( | 0.1% | ) | | 120 | ( | 0.0% | ) | | 521 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| soil_N
[numeric] |
| Mean (sd) : 830.4 (5748.6) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 209205 | | IQR (CV) : 29.9 (6.9) |
|
785 distinct values |
 |
292476
(95.9%) |
| soil_CO2
[numeric] |
| Mean (sd) : 7.6 (4.4) | | min ≤ med ≤ max: | | 3.6 ≤ 4.2 ≤ 14.6 | | IQR (CV) : 7.5 (0.6) |
|
8 distinct values |
 |
305000
(100.0%) |
| soil_N2O
[numeric] |
| Mean (sd) : 3.1 (1.6) | | min ≤ med ≤ max: | | 0.9 ≤ 3.4 ≤ 5.7 | | IQR (CV) : 2.5 (0.5) |
|
7 distinct values |
 |
305000
(100.0%) |
| soil_NO
[numeric] |
| Mean (sd) : 0.6 (0.5) | | min ≤ med ≤ max: | | 0.2 ≤ 0.4 ≤ 1.7 | | IQR (CV) : 0.3 (0.9) |
|
8 distinct values |
 |
305000
(100.0%) |
| soil_K
[numeric] |
| Mean (sd) : 222.7 (361.9) | | min ≤ med ≤ max: | | 0.1 ≤ 114 ≤ 7800 | | IQR (CV) : 258 (1.6) |
|
702 distinct values |
 |
290334
(95.2%) |
| soil_K_Mehlich
[numeric] |
| Mean (sd) : 52118 (70768) | | min ≤ med ≤ max: | | 22 ≤ 370.7 ≤ 3e+05 | | IQR (CV) : 101827 (1.4) |
|
230 distinct values |
 |
304150
(99.7%) |
| soil_P_total
[numeric] |
| Mean (sd) : 24.5 (67.9) | | min ≤ med ≤ max: | | 0 ≤ 11.1 ≤ 1630 | | IQR (CV) : 19.8 (2.8) |
|
485 distinct values |
 |
296528
(97.2%) |
| soil_P_available
[numeric] |
| Mean (sd) : 750 (5613.5) | | min ≤ med ≤ max: | | 0 ≤ 10.4 ≤ 315000 | | IQR (CV) : 16.7 (7.5) |
|
1482 distinct values |
 |
291714
(95.6%) |
| soil_P_Mehlich
[numeric] |
| Mean (sd) : 339.2 (2690.3) | | min ≤ med ≤ max: | | 0 ≤ 12.5 ≤ 46000 | | IQR (CV) : 16.5 (7.9) |
|
1457 distinct values |
 |
299101
(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 |
 |
299479
(98.2%) |
| soil_Ca_Mehlich
[numeric] |
| Mean (sd) : 636445.3 (997171.8) | | min ≤ med ≤ max: | | 1.2 ≤ 4267 ≤ 2734000 | | IQR (CV) : 1906713 (1.6) |
|
110 distinct values |
 |
304811
(99.9%) |
| soil_Mg
[numeric] |
| Mean (sd) : 130.3 (255.3) | | min ≤ med ≤ max: | | 0.2 ≤ 0.8 ≤ 1560.7 | | IQR (CV) : 134.5 (2) |
|
426 distinct values |
 |
299479
(98.2%) |
| soil_Mg_Mehlich
[numeric] |
| Mean (sd) : 218400 (49396.3) | | min ≤ med ≤ max: | | 139000 ≤ 211000 ≤ 357000 | | IQR (CV) : 75500 (0.2) |
|
66 distinct values |
 |
305007
(100.0%) |
| soil_B
[numeric] |
| Mean (sd) : 0.3 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 2.7 | | IQR (CV) : 0.3 (1.2) |
|
231 distinct values |
 |
302305
(99.1%) |
| soil_B_Mehlich
[integer] |
| Mean (sd) : 968.5 (294.5) | | min ≤ med ≤ max: | | 440 ≤ 910 ≤ 2000 | | IQR (CV) : 442.5 (0.3) |
|
53 distinct values |
 |
305007
(100.0%) |
| soil_Cu
[numeric] |
| Mean (sd) : 5 (4.4) | | min ≤ med ≤ max: | | 0.2 ≤ 3.4 ≤ 26.3 | | IQR (CV) : 5.9 (0.9) |
|
174 distinct values |
 |
302914
(99.3%) |
| soil_Cu_Mehlich
[integer] |
| Mean (sd) : 2805.6 (312.9) | | min ≤ med ≤ max: | | 2290 ≤ 2765 ≤ 3770 | | IQR (CV) : 420 (0.1) |
|
59 distinct values |
 |
305007
(100.0%) |
| soil_Mn
[numeric] |
| Mean (sd) : 76.9 (71.7) | | min ≤ med ≤ max: | | 3.7 ≤ 60.7 ≤ 413.7 | | IQR (CV) : 89 (0.9) |
|
280 distinct values |
 |
303388
(99.4%) |
| soil_Mn_Mehlich
[integer] |
| Mean (sd) : 55887.5 (12683.1) | | min ≤ med ≤ max: | | 25000 ≤ 54500 ≤ 85000 | | IQR (CV) : 17000 (0.2) |
|
43 distinct values |
 |
305007
(100.0%) |
| soil_Fe
[numeric] |
| Mean (sd) : 108 (97.1) | | min ≤ med ≤ max: | | 0 ≤ 99.3 ≤ 995 | | IQR (CV) : 131.7 (0.9) |
|
287 distinct values |
 |
301856
(98.9%) |
| soil_Fe_Mehlich
[integer] |
| Mean (sd) : 160087.5 (35960.3) | | min ≤ med ≤ max: | | 86000 ≤ 159000 ≤ 284000 | | IQR (CV) : 47000 (0.2) |
|
63 distinct values |
 |
305007
(100.0%) |
| soil_S
[numeric] |
| Mean (sd) : 74.6 (893.8) | | min ≤ med ≤ max: | | 0.7 ≤ 12 ≤ 14200 | | IQR (CV) : 9.7 (12) |
|
205 distinct values |
 |
302076
(99.0%) |
| soil_S_Mehlich
[numeric] |
| Mean (sd) : 5005.4 (5028.3) | | min ≤ med ≤ max: | | 2.7 ≤ 8000 ≤ 14000 | | IQR (CV) : 9991.8 (1) |
|
28 distinct values |
 |
304929
(99.9%) |
| soil_Zn
[numeric] |
| Mean (sd) : 4.5 (5.4) | | min ≤ med ≤ max: | | 0 ≤ 2.1 ≤ 69.1 | | IQR (CV) : 6.4 (1.2) |
|
281 distinct values |
 |
299387
(98.1%) |
| soil_Zn_Mehlich
[integer] |
| Mean (sd) : 3498.9 (1154.5) | | min ≤ med ≤ max: | | 2330 ≤ 3215 ≤ 8030 | | IQR (CV) : 875 (0.3) |
|
71 distinct values |
 |
305007
(100.0%) |
| soil_Na
[numeric] |
| Mean (sd) : 966.2 (4682.4) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 95000 | | IQR (CV) : 12.2 (4.8) |
|
106 distinct values |
 |
303417
(99.5%) |
| soil_Al_Mehlich
[integer] |
| Mean (sd) : 399600 (43160.5) | | min ≤ med ≤ max: | | 319000 ≤ 397000 ≤ 503000 | | IQR (CV) : 60750 (0.1) |
|
62 distinct values |
 |
305007
(100.0%) |
| soil_C
[numeric] |
| Mean (sd) : 28.3 (69.3) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 595.2 | | IQR (CV) : 17 (2.4) |
|
182 distinct values |
 |
303003
(99.3%) |
| soil_EC
[numeric] |
| Mean (sd) : 17.9 (28.5) | | min ≤ med ≤ max: | | 0.1 ≤ 2.6 ≤ 125 | | IQR (CV) : 35.7 (1.6) |
|
839 distinct values |
 |
303218
(99.4%) |
| soil_bd
[numeric] |
| Mean (sd) : 2197.9 (15803.4) | | min ≤ med ≤ max: | | 0 ≤ 1.5 ≤ 141000 | | IQR (CV) : 1228.7 (7.2) |
|
43 distinct values |
 |
304460
(99.8%) |
| soil_CEC
[numeric] |
| Mean (sd) : 20 (10) | | min ≤ med ≤ max: | | 0 ≤ 20.1 ≤ 50.8 | | IQR (CV) : 11.4 (0.5) |
|
209 distinct values |
 |
298970
(98.0%) |
| 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 |
 |
304163
(99.7%) |
| soil_ex_Ca
[numeric] |
| Mean (sd) : 5.5 (5.2) | | min ≤ med ≤ max: | | 1.1 ≤ 3.4 ≤ 21.3 | | IQR (CV) : 6.6 (0.9) |
|
57 distinct values |
 |
304434
(99.8%) |
| soil_ex_Mg
[numeric] |
| Mean (sd) : 1.8 (1.6) | | min ≤ med ≤ max: | | 0.3 ≤ 1 ≤ 6.3 | | IQR (CV) : 2 (0.9) |
|
58 distinct values |
 |
304434
(99.8%) |
| soil_ex_K
[numeric] |
| Mean (sd) : 77.5 (106.4) | | min ≤ med ≤ max: | | 0 ≤ 18 ≤ 515.3 | | IQR (CV) : 114.5 (1.4) |
|
178 distinct values |
 |
303029
(99.3%) |
| soil_ex_Na
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.3) |
|
3 distinct values |
 |
305064
(100.0%) |
| soil_ex_Al
[numeric] |
| Mean (sd) : 0.7 (1) | | min ≤ med ≤ max: | | 0 ≤ 0.3 ≤ 4 | | IQR (CV) : 1 (1.3) |
|
12 distinct values |
 |
305047
(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 ] |
|
| 302539 | ( | 99.2% | ) | | 691 | ( | 0.2% | ) | | 533 | ( | 0.2% | ) | | 493 | ( | 0.2% | ) | | 221 | ( | 0.1% | ) | | 194 | ( | 0.1% | ) | | 153 | ( | 0.1% | ) | | 80 | ( | 0.0% | ) | | 56 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 82 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_quality
[character] |
| 1. (Empty string) | | 2. better | | 3. same |
|
| 305007 | ( | 100.0% | ) | | 56 | ( | 0.0% | ) | | 24 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. Slope | | 4. Upland |
|
| 304919 | ( | 99.9% | ) | | 62 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_constraint
[character] |
| 1. (Empty string) | | 2. acidic | | 3. do not know | | 4. none | | 5. saline |
|
| 302909 | ( | 99.3% | ) | | 250 | ( | 0.1% | ) | | 105 | ( | 0.0% | ) | | 1717 | ( | 0.6% | ) | | 106 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_ex_acidity
[numeric] |
| Mean (sd) : 0.8 (1.1) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 5.8 | | IQR (CV) : 0.7 (1.4) |
|
71 distinct values |
 |
304634
(99.9%) |
| soil_Al_sat
[numeric] |
| Mean (sd) : 16 (21.1) | | min ≤ med ≤ max: | | 0 ≤ 3.2 ≤ 67.8 | | IQR (CV) : 30.6 (1.3) |
|
12 distinct values |
 |
305047
(100.0%) |
| soil_WHC_sat
[numeric] |
| Mean (sd) : 7.2 (13.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 37 | | IQR (CV) : 0 (1.9) |
|
5 distinct values |
 |
305025
(100.0%) |
| station_name
[character] |
| 1. (Empty string) | | 2. ICRISAT_PAT | | 3. QWAQWA; UNIQWA |
|
| 304238 | ( | 99.7% | ) | | 244 | ( | 0.1% | ) | | 605 | ( | 0.2% | ) |
|
|
0
(0.0%) |
| prec
[numeric] |
| Mean (sd) : 3.3 (12.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 290.7 | | IQR (CV) : 0.8 (3.8) |
|
728 distinct values |
 |
298860
(98.0%) |
| temp
[numeric] |
| Mean (sd) : 17.9 (6.2) | | min ≤ med ≤ max: | | 1.5 ≤ 18.7 ≤ 28.3 | | IQR (CV) : 7.2 (0.3) |
|
2919 distinct values |
 |
297999
(97.7%) |
| tmin
[numeric] |
| Mean (sd) : 27.2 (18.5) | | min ≤ med ≤ max: | | -22.9 ≤ 20.2 ≤ 77.4 | | IQR (CV) : 22.4 (0.7) |
|
3225 distinct values |
 |
298049
(97.7%) |
| tmax
[numeric] |
| Mean (sd) : 44.5 (23.6) | | min ≤ med ≤ max: | | -6.7 ≤ 32.3 ≤ 105 | | IQR (CV) : 38.6 (0.5) |
|
3280 distinct values |
 |
298047
(97.7%) |
| dewp
[numeric] |
| Mean (sd) : 13.4 (3) | | min ≤ med ≤ max: | | 2.9 ≤ 13.5 ≤ 19.6 | | IQR (CV) : 4.4 (0.2) |
|
747 distinct values |
 |
304176
(99.7%) |
| rhum
[numeric] |
| Mean (sd) : 71.3 (14.3) | | min ≤ med ≤ max: | | 24.9 ≤ 72.1 ≤ 100 | | IQR (CV) : 20.4 (0.2) |
|
4544 distinct values |
 |
300376
(98.5%) |
| rhmn
[numeric] |
| Mean (sd) : 34.4 (17.9) | | min ≤ med ≤ max: | | 5.1 ≤ 31.2 ≤ 97 | | IQR (CV) : 24.1 (0.5) |
|
639 distinct values |
 |
304241
(99.7%) |
| rhmx
[numeric] |
| Mean (sd) : 86.9 (13) | | min ≤ med ≤ max: | | 21.8 ≤ 89 ≤ 100 | | IQR (CV) : 15 (0.1) |
|
499 distinct values |
 |
304238
(99.7%) |
| srad
[numeric] |
| Mean (sd) : 295.4 (196.5) | | min ≤ med ≤ max: | | 2.3 ≤ 284 ≤ 787.6 | | IQR (CV) : 324.7 (0.7) |
|
5163 distinct values |
 |
299649
(98.2%) |
| wspd
[numeric] |
| Mean (sd) : 19.7 (24.5) | | min ≤ med ≤ max: | | 0 ≤ 7.5 ≤ 90.8 | | IQR (CV) : 27.4 (1.2) |
|
3920 distinct values |
 |
300358
(98.4%) |
| wdir
[numeric] |
| Mean (sd) : 148.1 (77.3) | | min ≤ med ≤ max: | | 6.7 ≤ 133.8 ≤ 358 | | IQR (CV) : 132.6 (0.5) |
|
755 distinct values |
 |
304222
(99.7%) |
| wgst
[numeric] |
| Mean (sd) : 4.2 (4.5) | | min ≤ med ≤ max: | | 0 ≤ 2.7 ≤ 30.8 | | IQR (CV) : 4.7 (1.1) |
|
525 distinct values |
 |
303912
(99.6%) |