| plot_id
[numeric] |
| Mean (sd) : 2.3 (5) | | min ≤ med ≤ max: | | 0.5 ≤ 1 ≤ 400 | | IQR (CV) : 1 (2.2) |
|
139 distinct values |
 |
212818
(67.4%) |
| season
[character] |
| 1. (Empty string) | | 2. kharif | | 3. Kharif | | 4. first season | | 5. wet | | 6. Rabi | | 7. long rains | | 8. short rains | | 9. 2009-2010 | | 10. 2007-2008 | | [ 13 others ] |
|
| 230747 | ( | 73.1% | ) | | 21838 | ( | 6.9% | ) | | 15025 | ( | 4.8% | ) | | 13882 | ( | 4.4% | ) | | 13647 | ( | 4.3% | ) | | 7808 | ( | 2.5% | ) | | 3817 | ( | 1.2% | ) | | 1797 | ( | 0.6% | ) | | 1151 | ( | 0.4% | ) | | 978 | ( | 0.3% | ) | | 5132 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
| 166203 | ( | 56.7% | ) | | 126740 | ( | 43.3% | ) |
|
 |
22879
(7.2%) |
| is_survey
[logical] |
|
|
 |
19
(0.0%) |
| treatment
[character] |
| 1. (Empty string) | | 2. Action | | 3. AR2013 | | 4. AR2014 | | 5. ARNB | | 6. Control | | 7. Treated | | 8. Treatment |
|
| 257138 | ( | 81.4% | ) | | 6750 | ( | 2.1% | ) | | 13129 | ( | 4.2% | ) | | 3237 | ( | 1.0% | ) | | 3751 | ( | 1.2% | ) | | 22491 | ( | 7.1% | ) | | 6213 | ( | 2.0% | ) | | 3113 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 3.6 (2.1) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 8 | | IQR (CV) : 3 (0.6) |
|
| 1 | : | 377 | ( | 20.1% | ) | | 2 | : | 325 | ( | 17.4% | ) | | 3 | : | 317 | ( | 16.9% | ) | | 4 | : | 316 | ( | 16.9% | ) | | 5 | : | 163 | ( | 8.7% | ) | | 6 | : | 125 | ( | 6.7% | ) | | 7 | : | 125 | ( | 6.7% | ) | | 8 | : | 125 | ( | 6.7% | ) |
|
 |
313949
(99.4%) |
| crop
[character] |
| 1. (Empty string) | | 2. maize | | 3. rice | | 4. wheat | | 5. groundnut | | 6. common bean | | 7. sorghum | | 8. soybean | | 9. millet | | 10. pigeon pea | | [ 126 others ] |
|
| 70174 | ( | 22.2% | ) | | 66698 | ( | 21.1% | ) | | 54947 | ( | 17.4% | ) | | 16477 | ( | 5.2% | ) | | 16094 | ( | 5.1% | ) | | 13331 | ( | 4.2% | ) | | 10006 | ( | 3.2% | ) | | 7690 | ( | 2.4% | ) | | 7369 | ( | 2.3% | ) | | 4349 | ( | 1.4% | ) | | 48687 | ( | 15.4% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. Local variety | | 3. other | | 4. MTU_7029 | | 5. . | | 6. Arize6444Gold | | 7. PBW343 | | 8. HD2967 | | 9. IDRAYNI | | 10. OM SHIRAM | | [ 2356 others ] |
|
| 238177 | ( | 75.4% | ) | | 3244 | ( | 1.0% | ) | | 2460 | ( | 0.8% | ) | | 2442 | ( | 0.8% | ) | | 2439 | ( | 0.8% | ) | | 1935 | ( | 0.6% | ) | | 1749 | ( | 0.6% | ) | | 1683 | ( | 0.5% | ) | | 1324 | ( | 0.4% | ) | | 1091 | ( | 0.3% | ) | | 59278 | ( | 18.8% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. 100 | | 3. 1 | | 4. 2 | | 5. 101 | | 6. 295 | | 7. 360 | | 8. 102 | | 9. 117 | | 10. 3 | | [ 148 others ] |
|
| 307996 | ( | 97.5% | ) | | 3239 | ( | 1.0% | ) | | 2454 | ( | 0.8% | ) | | 331 | ( | 0.1% | ) | | 264 | ( | 0.1% | ) | | 115 | ( | 0.0% | ) | | 103 | ( | 0.0% | ) | | 97 | ( | 0.0% | ) | | 71 | ( | 0.0% | ) | | 70 | ( | 0.0% | ) | | 1082 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| variety_type
[character] |
| 1. (Empty string) | | 2. Improved | | 3. Local | | 4. traditional | | 5. hybrid | | 6. Hybrid | | 7. HYV | | 8. Traditional | | 9. not hybrid | | 10. improved | | [ 38 others ] |
|
| 214791 | ( | 68.0% | ) | | 28987 | ( | 9.2% | ) | | 21451 | ( | 6.8% | ) | | 15622 | ( | 4.9% | ) | | 10734 | ( | 3.4% | ) | | 5404 | ( | 1.7% | ) | | 3716 | ( | 1.2% | ) | | 3244 | ( | 1.0% | ) | | 2809 | ( | 0.9% | ) | | 1986 | ( | 0.6% | ) | | 7078 | ( | 2.2% | ) |
|
 |
0
(0.0%) |
| variety_traits
[character] |
| 1. (Empty string) | | 2. NA;NA;NA;NA;NA;NA | | 3. not maize lethal nec | | 4. not maize lethal nec | | 5. not maize lethal nec | | 6. not maize lethal nec | | 7. not maize lethal nec | | 8. Grain yield | | 9. not maize lethal nec | | 10. not maize lethal nec | | [ 16 others ] |
|
| 300617 | ( | 95.2% | ) | | 7191 | ( | 2.3% | ) | | 2469 | ( | 0.8% | ) | | 2420 | ( | 0.8% | ) | | 752 | ( | 0.2% | ) | | 751 | ( | 0.2% | ) | | 277 | ( | 0.1% | ) | | 270 | ( | 0.1% | ) | | 215 | ( | 0.1% | ) | | 202 | ( | 0.1% | ) | | 658 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| variety_release_year
[integer] |
| Mean (sd) : 2001 (7.2) | | min ≤ med ≤ max: | | 1981 ≤ 2003 ≤ 2017 | | IQR (CV) : 3 (0) |
|
13 distinct values |
 |
308952
(97.8%) |
| intercrops
[character] |
| 1. (Empty string) | | 2. maize;groundnut | | 3. maize | | 4. groundnut | | 5. common bean;maize | | 6. maize;cowpea;groundn | | 7. none | | 8. cowpea;groundnut | | 9. cowpea;maize | | 10. common bean;cowpea;m | | [ 12 others ] |
|
| 312448 | ( | 98.9% | ) | | 917 | ( | 0.3% | ) | | 598 | ( | 0.2% | ) | | 430 | ( | 0.1% | ) | | 307 | ( | 0.1% | ) | | 231 | ( | 0.1% | ) | | 207 | ( | 0.1% | ) | | 194 | ( | 0.1% | ) | | 124 | ( | 0.0% | ) | | 85 | ( | 0.0% | ) | | 281 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| previous_crop
[character] |
| 1. (Empty string) | | 2. wheat | | 3. rice | | 4. none | | 5. maize | | 6. mung bean | | 7. soybean | | 8. unknown | | 9. lentil | | 10. groundnut | | [ 51 others ] |
|
| 275240 | ( | 87.2% | ) | | 16683 | ( | 5.3% | ) | | 12231 | ( | 3.9% | ) | | 3393 | ( | 1.1% | ) | | 3195 | ( | 1.0% | ) | | 829 | ( | 0.3% | ) | | 702 | ( | 0.2% | ) | | 580 | ( | 0.2% | ) | | 416 | ( | 0.1% | ) | | 391 | ( | 0.1% | ) | | 2162 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| crop_rotation
[character] |
| 1. (Empty string) | | 2. teff | | 3. maize;teff | | 4. teff;sorghum | | 5. cereal;legume | | 6. legume | | 7. maize;groundnut | | 8. maize;sorghum | | 9. teff;maize | | 10. pepper | | [ 66 others ] |
|
| 315326 | ( | 99.8% | ) | | 58 | ( | 0.0% | ) | | 54 | ( | 0.0% | ) | | 45 | ( | 0.0% | ) | | 21 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 16 | ( | 0.0% | ) | | 14 | ( | 0.0% | ) | | 14 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 242 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| cover_crop
[character] |
| 1. (Empty string) | | 2. black oats | | 3. black oats;radish | | 4. brachiaria | | 5. jack bean;cowpea | | 6. none | | 7. oats | | 8. sorghum | | 9. sorghum;sunn hemp | | 10. sunn hemp |
|
| 315772 | ( | 100.0% | ) | | 15 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| cover_crop_used
[logical] |
1. TRUE |
|
 |
315744
(100.0%) |
| dmy_storage
[numeric] |
| Mean (sd) : 60011.2 (1806789) | | min ≤ med ≤ max: | | 0 ≤ 1000 ≤ 93333330 | | IQR (CV) : 1561.2 (30.1) |
|
651 distinct values |
 |
312863
(99.1%) |
| dmy_total
[numeric] |
| Mean (sd) : 8668.4 (213445.2) | | min ≤ med ≤ max: | | 0 ≤ 926.6 ≤ 9883865 | | IQR (CV) : 4382.2 (24.6) |
|
2948 distinct values |
|
311479
(98.6%) |
| dmy_residue
[numeric] |
| Mean (sd) : 751.4 (6733) | | min ≤ med ≤ max: | | 0 ≤ 6.2 ≤ 2e+05 | | IQR (CV) : 153.7 (9) |
|
460 distinct values |
|
313369
(99.2%) |
| fwy_total
[numeric] |
| Mean (sd) : 5.7 (4.2) | | min ≤ med ≤ max: | | 0.3 ≤ 5 ≤ 34 | | IQR (CV) : 4.7 (0.7) |
|
282 distinct values |
 |
315397
(99.9%) |
| fwy_residue
[numeric] |
| Mean (sd) : 2356.9 (7597.9) | | min ≤ med ≤ max: | | 0 ≤ 772.2 ≤ 164731.1 | | IQR (CV) : 2199.2 (3.2) |
|
622 distinct values |
 |
310306
(98.3%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. fruit | | 3. grain | | 4. none | | 5. pod | | 6. roots | | 7. seed | | 8. tubers |
|
| 95881 | ( | 30.4% | ) | | 7 | ( | 0.0% | ) | | 75803 | ( | 24.0% | ) | | 140498 | ( | 44.5% | ) | | 288 | ( | 0.1% | ) | | 18 | ( | 0.0% | ) | | 3249 | ( | 1.0% | ) | | 78 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 4383.4 (238020.2) | | min ≤ med ≤ max: | | 0 ≤ 593 ≤ 7.2e+07 | | IQR (CV) : 1861.4 (54.3) |
|
36857 distinct values |
 |
104416
(33.1%) |
| yield_moisture
[numeric] |
| Mean (sd) : 17.3 (19.9) | | min ≤ med ≤ max: | | 0 ≤ 13 ≤ 94 | | IQR (CV) : 17.6 (1.2) |
|
530 distinct values |
 |
309505
(98.0%) |
| yield_isfresh
[logical] |
1. TRUE |
|
 |
174285
(55.2%) |
| yield_marketable
[numeric] |
| Mean (sd) : 2559.5 (134733.1) | | min ≤ med ≤ max: | | 0 ≤ 12.4 ≤ 21859087 | | IQR (CV) : 246.8 (52.6) |
|
2792 distinct values |
 |
259496
(82.2%) |
| seed_weight
[numeric] |
| Mean (sd) : 7.7 (13.8) | | min ≤ med ≤ max: | | 0.1 ≤ 0.8 ≤ 43.4 | | IQR (CV) : 0.6 (1.8) |
|
392 distinct values |
 |
315301
(99.8%) |
| row_spacing
[numeric] |
| Mean (sd) : 72.5 (16.3) | | min ≤ med ≤ max: | | 0 ≤ 75.3 ≤ 177.5 | | IQR (CV) : 18 (0.2) |
|
819 distinct values |
 |
305070
(96.6%) |
| plot_area
[numeric] |
| Mean (sd) : 10854.6 (39258.8) | | min ≤ med ≤ max: | | 0 ≤ 4047 ≤ 4480000 | | IQR (CV) : 8988.2 (3.6) |
|
2766 distinct values |
 |
193038
(61.1%) |
| plot_slope
[character] |
| 1. (Empty string) | | 2. Depression | | 3. Flat | | 4. Gentile slope | | 5. Moderate slope | | 6. Steep slope | | 7. Terraced |
|
| 298030 | ( | 94.4% | ) | | 491 | ( | 0.2% | ) | | 9509 | ( | 3.0% | ) | | 5561 | ( | 1.8% | ) | | 734 | ( | 0.2% | ) | | 513 | ( | 0.2% | ) | | 984 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| plant_spacing
[integer] |
| Mean (sd) : 16.9 (15.9) | | min ≤ med ≤ max: | | 0 ≤ 10 ≤ 230 | | IQR (CV) : 5 (0.9) |
|
77 distinct values |
 |
313509
(99.3%) |
| plant_density
[numeric] |
| Mean (sd) : 54656.2 (105424) | | min ≤ med ≤ max: | | 0 ≤ 33088.2 ≤ 1640000 | | IQR (CV) : 18000 (1.9) |
|
7634 distinct values |
 |
302336
(95.7%) |
| cob_density
[numeric] |
| Mean (sd) : 111048.9 (257564.7) | | min ≤ med ≤ max: | | 9 ≤ 23750 ≤ 3340000 | | IQR (CV) : 34940 (2.3) |
|
273 distinct values |
 |
314423
(99.6%) |
| rain
[numeric] |
| Mean (sd) : 924.7 (116.9) | | min ≤ med ≤ max: | | 443.4 ≤ 928.3 ≤ 1325.5 | | IQR (CV) : 37.5 (0.1) |
|
551 distinct values |
 |
308508
(97.7%) |
| transplanting_days
[integer] |
| Mean (sd) : 27.5 (4.6) | | min ≤ med ≤ max: | | 15 ≤ 28 ≤ 60 | | IQR (CV) : 5 (0.2) |
|
26 distinct values |
 |
313707
(99.3%) |
| maturity_days
[integer] |
| Mean (sd) : 133.6 (26.1) | | min ≤ med ≤ max: | | 67 ≤ 134 ≤ 212 | | IQR (CV) : 36 (0.2) |
|
88 distinct values |
 |
315279
(99.8%) |
| harvest_days
[integer] |
| Mean (sd) : 142.5 (23.7) | | min ≤ med ≤ max: | | 64 ≤ 142 ≤ 211 | | IQR (CV) : 32 (0.2) |
|
110 distinct values |
 |
313561
(99.3%) |
| plant_height
[numeric] |
| Mean (sd) : 78.1 (9.6) | | min ≤ med ≤ max: | | 50.1 ≤ 78.6 ≤ 97 | | IQR (CV) : 9.7 (0.1) |
|
77 distinct values |
 |
315740
(100.0%) |
| grain_N
[numeric] |
| Mean (sd) : 7.6 (8.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 27.5 | | IQR (CV) : 17.1 (1.2) |
|
171 distinct values |
 |
315631
(99.9%) |
| grain_K
[numeric] |
| Mean (sd) : 4.3 (0.9) | | min ≤ med ≤ max: | | 2.2 ≤ 4.2 ≤ 7.7 | | IQR (CV) : 1.3 (0.2) |
|
178 distinct values |
 |
315631
(99.9%) |
| grain_P
[numeric] |
| Mean (sd) : 3.4 (0.9) | | min ≤ med ≤ max: | | 1.6 ≤ 3.3 ≤ 7 | | IQR (CV) : 1.1 (0.3) |
|
172 distinct values |
 |
315631
(99.9%) |
| grain_S
[numeric] |
| Mean (sd) : 1 (0.1) | | min ≤ med ≤ max: | | 0.7 ≤ 1 ≤ 1.3 | | IQR (CV) : 0.2 (0.1) |
|
102 distinct values |
 |
315713
(100.0%) |
| grain_Mg
[numeric] |
| Mean (sd) : 1.1 (0.3) | | min ≤ med ≤ max: | | 0.4 ≤ 1.1 ≤ 2.6 | | IQR (CV) : 0.4 (0.3) |
|
101 distinct values |
 |
315717
(100.0%) |
| grain_Fe
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.3) |
|
71 distinct values |
 |
315631
(99.9%) |
| grain_Zn
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.4) |
|
61 distinct values |
 |
315631
(99.9%) |
| grain_Mn
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0 (0.6) |
|
44 distinct values |
 |
315700
(100.0%) |
| grain_Cl
[logical] |
|
|
|
315822
(100.0%) |
| grain_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.2) |
|
4 distinct values |
 |
315719
(100.0%) |
| grain_protein
[numeric] |
| Mean (sd) : 10.7 (1.3) | | min ≤ med ≤ max: | | 7.1 ≤ 10.5 ≤ 13.3 | | IQR (CV) : 1.7 (0.1) |
|
64 distinct values |
 |
315741
(100.0%) |
| residue_N
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0) |
|
111 distinct values |
 |
315711
(100.0%) |
| residue_P
[numeric] |
| Mean (sd) : 1.5 (0.3) | | min ≤ med ≤ max: | | 0.9 ≤ 1.6 ≤ 2.1 | | IQR (CV) : 0.5 (0.2) |
|
110 distinct values |
 |
315711
(100.0%) |
| residue_K
[numeric] |
| Mean (sd) : 18.1 (2.7) | | min ≤ med ≤ max: | | 9.8 ≤ 18.5 ≤ 23.8 | | IQR (CV) : 3.2 (0.2) |
|
111 distinct values |
 |
315711
(100.0%) |
| residue_Mg
[numeric] |
| Mean (sd) : 2.1 (0.5) | | min ≤ med ≤ max: | | 1.3 ≤ 2 ≤ 4.6 | | IQR (CV) : 0.6 (0.3) |
|
110 distinct values |
 |
315711
(100.0%) |
| residue_Ca
[numeric] |
| Mean (sd) : 6 (0.8) | | min ≤ med ≤ max: | | 4 ≤ 6 ≤ 7.7 | | IQR (CV) : 0.9 (0.1) |
|
110 distinct values |
 |
315711
(100.0%) |
| residue_Mn
[numeric] |
| Mean (sd) : 0.2 (0) | | min ≤ med ≤ max: | | 0.1 ≤ 0.2 ≤ 0.3 | | IQR (CV) : 0 (0.3) |
|
94 distinct values |
 |
315711
(100.0%) |
| residue_Cu
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.2) |
|
| 0.00 ! | : | 3 | ( | 50.0% | ) | | 0.01 ! | : | 2 | ( | 33.3% | ) | | 0.01 ! | : | 1 | ( | 16.7% | ) | | ! rounded |
|
|
315816
(100.0%) |
| residue_Fe
[numeric] |
| Mean (sd) : 0.5 (0.2) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 1.4 | | IQR (CV) : 0.2 (0.4) |
|
108 distinct values |
 |
315711
(100.0%) |
| residue_Na
[numeric] |
1 distinct value |
1 distinct values |
 |
315821
(100.0%) |
| residue_S
[numeric] |
| Mean (sd) : 1.4 (0.1) | | min ≤ med ≤ max: | | 1.1 ≤ 1.4 ≤ 1.8 | | IQR (CV) : 0.2 (0.1) |
|
109 distinct values |
 |
315711
(100.0%) |
| residue_Mo
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0 | | IQR (CV) : 0 (0.3) |
|
9 distinct values |
 |
315739
(100.0%) |
| residue_Cl
[numeric] |
| Mean (sd) : 1.6 (0.8) | | min ≤ med ≤ max: | | 0.1 ≤ 1.6 ≤ 4.4 | | IQR (CV) : 1.1 (0.5) |
|
111 distinct values |
 |
315711
(100.0%) |
| season_constraint
[character] |
| 1. (Empty string) | | 2. disease;not pest;not | | 3. disease;not pest;wat | | 4. disease;pest;not wat | | 5. disease;pest;water_e | | 6. not disease;not pest | | 7. not disease;not pest | | 8. not disease;pest;not | | 9. not disease;pest;wat |
|
| 301049 | ( | 95.3% | ) | | 103 | ( | 0.0% | ) | | 14 | ( | 0.0% | ) | | 235 | ( | 0.1% | ) | | 29 | ( | 0.0% | ) | | 9269 | ( | 2.9% | ) | | 693 | ( | 0.2% | ) | | 3994 | ( | 1.3% | ) | | 436 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| weed_species
[character] |
| 1. (Empty string) | | 2. qaliw | | 3. qalimi | | 4. blackjack | | 5. wonderingjew | | 6. wandering jew | | 7. wanderingjew | | 8. blackjack, qaliw | | 9. goat weed | | 10. macdonald eye | | [ 6 others ] |
|
| 315708 | ( | 100.0% | ) | | 36 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) | | 7 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weed_severity
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 2 | | 4. 3 | | 5. high | | 6. low | | 7. medium | | 8. none |
|
| 292876 | ( | 92.7% | ) | | 31 | ( | 0.0% | ) | | 51 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 3390 | ( | 1.1% | ) | | 6046 | ( | 1.9% | ) | | 12090 | ( | 3.8% | ) | | 1333 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| weed_cover
[numeric] |
| Mean (sd) : 25.8 (21.1) | | min ≤ med ≤ max: | | 1.5 ≤ 18.8 ≤ 80 | | IQR (CV) : 32.5 (0.8) |
|
39 distinct values |
 |
315550
(99.9%) |
| pest_severity
[character] |
| 1. (Empty string) | | 2. none | | 3. low | | 4. medium | | 5. high | | 6. 0.31 | | 7. 0.4 | | 8. 0.52 | | 9. 0.64 | | 10. 0.68 | | [ 35 others ] |
|
| 292916 | ( | 92.7% | ) | | 8986 | ( | 2.8% | ) | | 6952 | ( | 2.2% | ) | | 5996 | ( | 1.9% | ) | | 925 | ( | 0.3% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 37 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| pest_species
[character] |
| 1. (Empty string) | | 2. beetles and slug |
|
|
 |
0
(0.0%) |
| pest_number
[integer] |
| Mean (sd) : 26.4 (12.6) | | min ≤ med ≤ max: | | 3 ≤ 25 ≤ 54 | | IQR (CV) : 15.5 (0.5) |
|
29 distinct values |
 |
315775
(100.0%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. high | | 3. High | | 4. low | | 5. Low | | 6. medium | | 7. Medium | | 8. none | | 9. None |
|
| 290095 | ( | 91.9% | ) | | 448 | ( | 0.1% | ) | | 1 | ( | 0.0% | ) | | 6808 | ( | 2.2% | ) | | 1540 | ( | 0.5% | ) | | 4500 | ( | 1.4% | ) | | 155 | ( | 0.0% | ) | | 11103 | ( | 3.5% | ) | | 1172 | ( | 0.4% | ) |
|
 |
0
(0.0%) |
| disease_incidence
[numeric] |
| Mean (sd) : 1.9 (3.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 22 | | IQR (CV) : 2.5 (1.9) |
|
31 distinct values |
 |
315750
(100.0%) |
| disease
[character] |
|
|
|
0
(0.0%) |
| residue_prevcrop
[numeric] |
| Mean (sd) : 1389.5 (4669.2) | | min ≤ med ≤ max: | | 0 ≤ 20 ≤ 2e+05 | | IQR (CV) : 1144 (3.4) |
|
1425 distinct values |
 |
303375
(96.1%) |
| residue_prevcrop_used
[logical] |
|
|
 |
312568
(99.0%) |
| crop_cut
[logical] |
|
|
 |
269329
(85.3%) |
| previous_crop_residue_perc
[numeric] |
| Mean (sd) : 10.3 (19.6) | | min ≤ med ≤ max: | | 0 ≤ 5 ≤ 100 | | IQR (CV) : 5 (1.9) |
|
18 distinct values |
 |
292920
(92.7%) |
| previous_crop_burnt
[logical] |
|
|
 |
285364
(90.4%) |
| flood_stress
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 301601 | ( | 95.5% | ) | | 334 | ( | 0.1% | ) | | 1813 | ( | 0.6% | ) | | 1837 | ( | 0.6% | ) | | 10237 | ( | 3.2% | ) |
|
 |
0
(0.0%) |
| drought_stress
[character] |
| 1. (Empty string) | | 2. high | | 3. low | | 4. medium | | 5. none |
|
| 293904 | ( | 93.1% | ) | | 1211 | ( | 0.4% | ) | | 5429 | ( | 1.7% | ) | | 5838 | ( | 1.8% | ) | | 9440 | ( | 3.0% | ) |
|
 |
0
(0.0%) |
| stress
[character] |
| 1. (Empty string) | | 2. none | | 3. drought | | 4. pests | | 5. disease | | 6. wild animals | | 7. excess water | | 8. hail | | 9. other | | 10. weeds | | [ 7 others ] |
|
| 292493 | ( | 92.6% | ) | | 12252 | ( | 3.9% | ) | | 6739 | ( | 2.1% | ) | | 984 | ( | 0.3% | ) | | 918 | ( | 0.3% | ) | | 773 | ( | 0.2% | ) | | 594 | ( | 0.2% | ) | | 308 | ( | 0.1% | ) | | 199 | ( | 0.1% | ) | | 154 | ( | 0.0% | ) | | 408 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| farmer_gender
[character] |
| 1. (Empty string) | | 2. F | | 3. female | | 4. Female | | 5. M | | 6. male | | 7. Male |
|
| 199302 | ( | 63.1% | ) | | 1365 | ( | 0.4% | ) | | 3308 | ( | 1.0% | ) | | 45803 | ( | 14.5% | ) | | 986 | ( | 0.3% | ) | | 9590 | ( | 3.0% | ) | | 55468 | ( | 17.6% | ) |
|
 |
0
(0.0%) |
| striga_damage
[logical] |
|
|
 |
313298
(99.2%) |
| house_distance
[numeric] |
| Mean (sd) : 6.9 (11.4) | | min ≤ med ≤ max: | | 0 ≤ 4 ≤ 210 | | IQR (CV) : 9 (1.7) |
|
50 distinct values |
 |
313740
(99.3%) |
| currency
[character] |
| 1. (Empty string) | | 2. ETB | | 3. GHS | | 4. INR | | 5. KES | | 6. MWK | | 7. NGN | | 8. NPR | | 9. TZS | | 10. USD | | 11. XOF |
|
| 183945 | ( | 58.2% | ) | | 3774 | ( | 1.2% | ) | | 29286 | ( | 9.3% | ) | | 13199 | ( | 4.2% | ) | | 15155 | ( | 4.8% | ) | | 14232 | ( | 4.5% | ) | | 420 | ( | 0.1% | ) | | 4765 | ( | 1.5% | ) | | 31901 | ( | 10.1% | ) | | 6663 | ( | 2.1% | ) | | 12482 | ( | 4.0% | ) |
|
 |
0
(0.0%) |
| crop_price
[numeric] |
| Mean (sd) : 1646.5 (27949.3) | | min ≤ med ≤ max: | | 0 ≤ 120 ≤ 1800000 | | IQR (CV) : 1376 (17) |
|
2806 distinct values |
 |
233433
(73.9%) |
| fertilizer_price
[numeric] |
| Mean (sd) : Inf (NaN) | | min ≤ med ≤ max: | | 0 ≤ 115.9 ≤ Inf | | IQR (CV) : 575.5 (NaN) |
|
2398 distinct values |
 |
272489
(86.3%) |
| herbicide_price
[numeric] |
| Mean (sd) : 774.5 (819.7) | | min ≤ med ≤ max: | | 0 ≤ 675 ≤ 30000 | | IQR (CV) : 400 (1.1) |
|
235 distinct values |
 |
308048
(97.5%) |
| insecticide_price
[numeric] |
| Mean (sd) : 1844.3 (1548.1) | | min ≤ med ≤ max: | | 0 ≤ 1575 ≤ 13000 | | IQR (CV) : 2075 (0.8) |
|
819 distinct values |
 |
309553
(98.0%) |
| OM_price
[numeric] |
| Mean (sd) : 119.5 (1187.5) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 118000 | | IQR (CV) : 0 (9.9) |
|
151 distinct values |
 |
301381
(95.4%) |
| seed_price
[numeric] |
| Mean (sd) : 167 (470.6) | | min ≤ med ≤ max: | | 0 ≤ 65 ≤ 12000 | | IQR (CV) : 71.2 (2.8) |
|
313 distinct values |
|
305946
(96.9%) |
| date
[character] |
| 1. (Empty string) | | 2. 2020 | | 3. 2016 | | 4. 2018 | | 5. 2015 | | 6. 2019 | | 7. 2018-09-27 | | 8. 2013 | | 9. 2018-10-25 | | 10. 2018-10-27 | | [ 1588 others ] |
|
| 231364 | ( | 73.3% | ) | | 4765 | ( | 1.5% | ) | | 3119 | ( | 1.0% | ) | | 2713 | ( | 0.9% | ) | | 844 | ( | 0.3% | ) | | 814 | ( | 0.3% | ) | | 348 | ( | 0.1% | ) | | 316 | ( | 0.1% | ) | | 302 | ( | 0.1% | ) | | 298 | ( | 0.1% | ) | | 70939 | ( | 22.5% | ) |
|
 |
0
(0.0%) |
| variable
[character] |
| 1. (Empty string) | | 2. soil_Al | | 3. soil_Al_total | | 4. soil_B | | 5. soil_C_total | | 6. soil_Cr_total | | 7. soil_Cu | | 8. soil_Fe | | 9. soil_Fe_total | | 10. soil_Mn | | [ 8 others ] |
|
| 315805 | ( | 100.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| method
[character] |
| 1. (Empty string) | | 2. Mehlich3 | | 3. X-Ray Fluorescence S |
|
| 315805 | ( | 100.0% | ) | | 8 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| location_id
[character] |
| 1. (Empty string) | | 2. S0802 | | 3. S0901 | | 4. N0303 | | 5. N0305 | | 6. N0401 | | 7. N0404 | | 8. S0201 | | 9. S0202 | | 10. S0501 | | [ 16 others ] |
|
| 312363 | ( | 98.9% | ) | | 150 | ( | 0.0% | ) | | 150 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 144 | ( | 0.0% | ) | | 2151 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| country
[character] |
| 1. Tanzania | | 2. India | | 3. Mali | | 4. Kenya | | 5. Ghana | | 6. Ethiopia | | 7. Malawi | | 8. Nepal | | 9. Burkina Faso | | 10. Vietnam | | [ 34 others ] |
|
| 49833 | ( | 15.8% | ) | | 48683 | ( | 15.4% | ) | | 41205 | ( | 13.0% | ) | | 33726 | ( | 10.7% | ) | | 31961 | ( | 10.1% | ) | | 31359 | ( | 9.9% | ) | | 14860 | ( | 4.7% | ) | | 10124 | ( | 3.2% | ) | | 6771 | ( | 2.1% | ) | | 5380 | ( | 1.7% | ) | | 41920 | ( | 13.3% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Manyara | | 3. Northern Region | | 4. Bihar | | 5. Upper West region | | 6. Haryana | | 7. Dodoma | | 8. Ntcheu | | 9. Amhara | | 10. Ahmednagar | | [ 272 others ] |
|
| 76538 | ( | 24.2% | ) | | 26535 | ( | 8.4% | ) | | 16026 | ( | 5.1% | ) | | 14198 | ( | 4.5% | ) | | 8027 | ( | 2.5% | ) | | 6125 | ( | 1.9% | ) | | 5944 | ( | 1.9% | ) | | 5883 | ( | 1.9% | ) | | 5762 | ( | 1.8% | ) | | 5748 | ( | 1.8% | ) | | 145036 | ( | 45.9% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Babati | | 3. Salvelugu | | 4. Kalsubai | | 5. Kongwa | | 6. Nadowli | | 7. Tolon/Kumbungu | | 8. Igatpuri | | 9. Vaishali | | 10. Shahada | | [ 624 others ] |
|
| 155422 | ( | 49.2% | ) | | 24942 | ( | 7.9% | ) | | 9999 | ( | 3.2% | ) | | 5748 | ( | 1.8% | ) | | 5727 | ( | 1.8% | ) | | 5562 | ( | 1.8% | ) | | 4148 | ( | 1.3% | ) | | 3839 | ( | 1.2% | ) | | 3682 | ( | 1.2% | ) | | 3612 | ( | 1.1% | ) | | 93141 | ( | 29.5% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. (Empty string) | | 2. Kampanje | | 3. Mposa | | 4. Mpamadzi | | 5. Mwalaoyera | | 6. Thete | | 7. Golomoti Centre | | 8. Lemmo | | 9. Mtakataka Center | | 10. Nsipe | | [ 1579 others ] |
|
| 247773 | ( | 78.5% | ) | | 2279 | ( | 0.7% | ) | | 1746 | ( | 0.6% | ) | | 1565 | ( | 0.5% | ) | | 1384 | ( | 0.4% | ) | | 1245 | ( | 0.4% | ) | | 1160 | ( | 0.4% | ) | | 1108 | ( | 0.4% | ) | | 944 | ( | 0.3% | ) | | 868 | ( | 0.3% | ) | | 55750 | ( | 17.7% | ) |
|
 |
0
(0.0%) |
| adm4
[character] |
| 1. (Empty string) | | 2. Sepeko | | 3. Maposeni | | 4. Ntuchi | | 5. Ulembwe | | 6. Laela | | 7. Madilu | | 8. Kahe | | 9. Magamba | | 10. Njoro | | [ 666 others ] |
|
| 309978 | ( | 98.1% | ) | | 120 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) | | 90 | ( | 0.0% | ) | | 90 | ( | 0.0% | ) | | 80 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 78 | ( | 0.0% | ) | | 5008 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. (Empty string) | | 2. Dareda | | 3. Dabil | | 4. Akole | | 5. Bashnet | | 6. Igatpuri | | 7. Shahada | | 8. Siaya | | 9. Bungoma | | 10. Kakamega | | [ 6817 others ] |
|
| 102234 | ( | 32.4% | ) | | 8919 | ( | 2.8% | ) | | 7446 | ( | 2.4% | ) | | 5748 | ( | 1.8% | ) | | 4867 | ( | 1.5% | ) | | 3839 | ( | 1.2% | ) | | 3612 | ( | 1.1% | ) | | 3276 | ( | 1.0% | ) | | 2909 | ( | 0.9% | ) | | 1918 | ( | 0.6% | ) | | 171054 | ( | 54.2% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. Mkuwazi | | 3. Dauka | | 4. Mbidze | | 5. Amosi | | 6. Katsese | | 7. Kampanje II | | 8. Msamala | | 9. Ng'anjo | | 10. Kalumo | | [ 336 others ] |
|
| 309629 | ( | 98.0% | ) | | 170 | ( | 0.1% | ) | | 169 | ( | 0.1% | ) | | 135 | ( | 0.0% | ) | | 121 | ( | 0.0% | ) | | 118 | ( | 0.0% | ) | | 106 | ( | 0.0% | ) | | 102 | ( | 0.0% | ) | | 100 | ( | 0.0% | ) | | 90 | ( | 0.0% | ) | | 5082 | ( | 1.6% | ) |
|
|
0
(0.0%) |
| geo_uncertainty
[numeric] |
| Mean (sd) : 4963.9 (422.9) | | min ≤ med ≤ max: | | 3 ≤ 5000 ≤ 5000 | | IQR (CV) : 0 (0.1) |
|
150 distinct values |
 |
274536
(86.9%) |
| geo_from_source
[logical] |
|
| 128464 | ( | 41.1% | ) | | 184120 | ( | 58.9% | ) |
|
 |
3238
(1.0%) |
| elevation
[numeric] |
| Mean (sd) : 957.2 (769.3) | | min ≤ med ≤ max: | | -1932 ≤ 863.4 ≤ 8234.2 | | IQR (CV) : 1114 (0.8) |
|
32797 distinct values |
 |
239058
(75.7%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2013 | | 3. 2010-06 | | 4. 2010-07 | | 5. 2016-05-01 | | 6. 2017 | | 7. 2010-05 | | 8. 2016 | | 9. 2010-04 | | 10. 2018 | | [ 2187 others ] |
|
| 196483 | ( | 62.2% | ) | | 6316 | ( | 2.0% | ) | | 3069 | ( | 1.0% | ) | | 2720 | ( | 0.9% | ) | | 2336 | ( | 0.7% | ) | | 1936 | ( | 0.6% | ) | | 1866 | ( | 0.6% | ) | | 1752 | ( | 0.6% | ) | | 1524 | ( | 0.5% | ) | | 1486 | ( | 0.5% | ) | | 96334 | ( | 30.5% | ) |
|
 |
0
(0.0%) |
| transplanting_date
[IDate,
Date] |
| min : 2013-04-16 | | med : 2014-08-08 | | max : 2017-07-04 | | range : 4y 2m 18d |
|
180 distinct values |
 |
315345
(99.8%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2016-12-01 | | 3. 2013-03 | | 4. 2013 | | 5. 2017-11-15 | | 6. 2016 | | 7. 2017-11-10 | | 8. 2017-11-20 | | 9. 2018-04-20 | | 10. 2017-11-25 | | [ 1429 others ] |
|
| 241184 | ( | 76.4% | ) | | 2334 | ( | 0.7% | ) | | 1302 | ( | 0.4% | ) | | 1087 | ( | 0.3% | ) | | 804 | ( | 0.3% | ) | | 796 | ( | 0.3% | ) | | 732 | ( | 0.2% | ) | | 719 | ( | 0.2% | ) | | 714 | ( | 0.2% | ) | | 685 | ( | 0.2% | ) | | 65465 | ( | 20.7% | ) |
|
 |
0
(0.0%) |
| fertilizer_used
[logical] |
|
|
 |
276650
(87.6%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. none | | 3. urea | | 4. unknown | | 5. DAP;urea | | 6. urea;NPK | | 7. urea;DAP | | 8. urea;DAP;CAN;CN;NPK | | 9. urea;DAP;KCl | | 10. DAP | | [ 177 others ] |
|
| 243076 | ( | 77.0% | ) | | 24227 | ( | 7.7% | ) | | 8805 | ( | 2.8% | ) | | 6635 | ( | 2.1% | ) | | 5002 | ( | 1.6% | ) | | 4404 | ( | 1.4% | ) | | 4175 | ( | 1.3% | ) | | 4085 | ( | 1.3% | ) | | 1827 | ( | 0.6% | ) | | 1698 | ( | 0.5% | ) | | 11888 | ( | 3.8% | ) |
|
 |
0
(0.0%) |
| fertilizer_date
[IDate,
Date] |
| min : 2017-04-02 | | med : 2017-07-20 | | max : 2018-03-15 | | range : 11m 13d |
|
178 distinct values |
 |
313483
(99.3%) |
| fertilizer_amount
[numeric] |
| Mean (sd) : 1100.3 (15241.4) | | min ≤ med ≤ max: | | 0 ≤ 62.5 ≤ 3088708 | | IQR (CV) : 219.9 (13.9) |
|
3611 distinct values |
 |
255321
(80.8%) |
| fertilization_method
[character] |
| 1. (Empty string) | | 2. in hole | | 3. not in hole |
|
| 301049 | ( | 95.3% | ) | | 5550 | ( | 1.8% | ) | | 9223 | ( | 2.9% | ) |
|
 |
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 62.9 (71.7) | | min ≤ med ≤ max: | | 0 ≤ 40.1 ≤ 5419 | | IQR (CV) : 109.8 (1.1) |
|
17134 distinct values |
 |
209820
(66.4%) |
| N_splits
[integer] |
| Mean (sd) : 1.6 (0.6) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 3 | | IQR (CV) : 1 (0.4) |
|
| 1 | : | 1345 | ( | 46.1% | ) | | 2 | : | 1307 | ( | 44.8% | ) | | 3 | : | 267 | ( | 9.1% | ) |
|
 |
312903
(99.1%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 17.8 (22.5) | | min ≤ med ≤ max: | | 0 ≤ 12.2 ≤ 413.9 | | IQR (CV) : 26.8 (1.3) |
|
7684 distinct values |
 |
221436
(70.1%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 8.7 (18.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 954 | | IQR (CV) : 10 (2.1) |
|
2349 distinct values |
 |
236351
(74.8%) |
| Zn_fertilizer
[numeric] |
| Mean (sd) : 2.4 (15.2) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1351 | | IQR (CV) : 4 (6.4) |
|
422 distinct values |
 |
286862
(90.8%) |
| S_fertilizer
[numeric] |
| Mean (sd) : 0.6 (4.6) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 663.8 | | IQR (CV) : 0 (7.7) |
|
2483 distinct values |
|
266744
(84.5%) |
| B_fertilizer
[numeric] |
| Mean (sd) : 0 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 50 | | IQR (CV) : 0 (27.2) |
|
62 distinct values |
 |
292960
(92.8%) |
| N_organic
[numeric] |
| Mean (sd) : 7.5 (15.3) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 172.5 | | IQR (CV) : 7 (2) |
|
698 distinct values |
 |
311176
(98.5%) |
| P_organic
[numeric] |
| Mean (sd) : 3.8 (12.3) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 64.6 | | IQR (CV) : 0 (3.3) |
|
11 distinct values |
 |
315740
(100.0%) |
| K_organic
[numeric] |
| Mean (sd) : 13.8 (45.7) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 286.3 | | IQR (CV) : 0 (3.3) |
|
11 distinct values |
 |
315740
(100.0%) |
| lime
[numeric] |
| Mean (sd) : 7.5 (83.9) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 2500 | | IQR (CV) : 0 (11.2) |
|
134 distinct values |
 |
300191
(95.1%) |
| lime_used
[logical] |
|
|
 |
313688
(99.3%) |
| gypsum
[numeric] |
| Mean (sd) : 5.9 (9.9) | | min ≤ med ≤ max: | | 0.5 ≤ 2 ≤ 40 | | IQR (CV) : 5.5 (1.7) |
|
8 distinct values |
 |
315807
(100.0%) |
| OM_used
[logical] |
|
|
 |
195856
(62.0%) |
| OM_type
[character] |
| 1. (Empty string) | | 2. farmyard manure | | 3. unknown | | 4. farmyard manure;none | | 5. none | | 6. farmyard manure;unkn | | 7. animal dung | | 8. farmyard manure (dry | | 9. farmyard manure (wet | | 10. farmyard manure;gree | | [ 6 others ] |
|
| 210706 | ( | 66.7% | ) | | 25551 | ( | 8.1% | ) | | 19773 | ( | 6.3% | ) | | 17413 | ( | 5.5% | ) | | 15109 | ( | 4.8% | ) | | 8722 | ( | 2.8% | ) | | 4625 | ( | 1.5% | ) | | 4564 | ( | 1.4% | ) | | 2286 | ( | 0.7% | ) | | 1922 | ( | 0.6% | ) | | 5151 | ( | 1.6% | ) |
|
 |
0
(0.0%) |
| OM_amount
[numeric] |
| Mean (sd) : 2411.4 (16427.4) | | min ≤ med ≤ max: | | -2038.5 ≤ 0 ≤ 2776726 | | IQR (CV) : 600 (6.8) |
|
4703 distinct values |
 |
215312
(68.2%) |
| inoculated
[logical] |
|
|
 |
308197
(97.6%) |
| irrigated
[logical] |
|
| 120119 | ( | 66.1% | ) | | 61626 | ( | 33.9% | ) |
|
 |
134077
(42.5%) |
| irrigation_source
[character] |
| 1. (Empty string) | | 2. Groundwater | | 3. none | | 4. Rain | | 5. ShallowTubeWell | | 6. Surface water (river | | 7. Groundwater from wel | | 8. Canal | | 9. Shallow_tubewell | | 10. River diversion | | [ 80 others ] |
|
| 298484 | ( | 94.5% | ) | | 4760 | ( | 1.5% | ) | | 2102 | ( | 0.7% | ) | | 1915 | ( | 0.6% | ) | | 1321 | ( | 0.4% | ) | | 955 | ( | 0.3% | ) | | 917 | ( | 0.3% | ) | | 895 | ( | 0.3% | ) | | 704 | ( | 0.2% | ) | | 549 | ( | 0.2% | ) | | 3220 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. drip | | 3. groundwater | | 4. none | | 5. sprinkler | | 6. surface | | 7. unknown |
|
| 271802 | ( | 86.1% | ) | | 65 | ( | 0.0% | ) | | 10 | ( | 0.0% | ) | | 36577 | ( | 11.6% | ) | | 34 | ( | 0.0% | ) | | 1315 | ( | 0.4% | ) | | 6019 | ( | 1.9% | ) |
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.9 (13) | | min ≤ med ≤ max: | | 0 ≤ 2 ≤ 1000 | | IQR (CV) : 2 (3.4) |
|
45 distinct values |
 |
306677
(97.1%) |
| irrigation_amount
[numeric] |
| Mean (sd) : 17732.8 (25151.6) | | min ≤ med ≤ max: | | 0 ≤ 5000 ≤ 2e+05 | | IQR (CV) : 48000.2 (1.4) |
|
22 distinct values |
 |
314530
(99.6%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. ploughing | | 3. conventional | | 4. hoeing | | 5. manual puddling | | 6. TyneCultivator | | 7. TyneCultivator FourW | | 8. mechanical puddling; | | 9. mechanical puddling | | 10. FourWhTractRotavator | | [ 186 others ] |
|
| 209416 | ( | 66.3% | ) | | 21383 | ( | 6.8% | ) | | 17923 | ( | 5.7% | ) | | 14438 | ( | 4.6% | ) | | 7453 | ( | 2.4% | ) | | 6944 | ( | 2.2% | ) | | 6004 | ( | 1.9% | ) | | 4452 | ( | 1.4% | ) | | 3841 | ( | 1.2% | ) | | 2601 | ( | 0.8% | ) | | 21367 | ( | 6.8% | ) |
|
 |
0
(0.0%) |
| land_prep_implement
[character] |
| 1. (Empty string) | | 2. animal;mouldboard pl | | 3. hoe | | 4. 4 wheel tractor;2 wh | | 5. 4 wheel tractor | | 6. 2 wheel tractor | | 7. unknown | | 8. 2 wheel tractor;4 wh | | 9. 4 wheel tractor;manu | | 10. animal;disc plough | | [ 45 others ] |
|
| 308723 | ( | 97.8% | ) | | 3960 | ( | 1.3% | ) | | 777 | ( | 0.2% | ) | | 517 | ( | 0.2% | ) | | 457 | ( | 0.1% | ) | | 270 | ( | 0.1% | ) | | 217 | ( | 0.1% | ) | | 179 | ( | 0.1% | ) | | 110 | ( | 0.0% | ) | | 108 | ( | 0.0% | ) | | 504 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| planting_method
[character] |
| 1. (Empty string) | | 2. ManualPuddled_Random | | 3. transplanted | | 4. direct seeding | | 5. Broadcasting | | 6. broadcasting | | 7. ManualPuddled_Line | | 8. transplanting | | 9. DirectBroadcast | | 10. DirectSown_Beushenin | | [ 30 others ] |
|
| 266204 | ( | 84.3% | ) | | 13385 | ( | 4.2% | ) | | 9706 | ( | 3.1% | ) | | 8454 | ( | 2.7% | ) | | 7246 | ( | 2.3% | ) | | 6640 | ( | 2.1% | ) | | 991 | ( | 0.3% | ) | | 628 | ( | 0.2% | ) | | 392 | ( | 0.1% | ) | | 305 | ( | 0.1% | ) | | 1871 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| seed_density
[numeric] |
| Mean (sd) : 72.8 (65.4) | | min ≤ med ≤ max: | | -22.2 ≤ 49.4 ≤ 4756.8 | | IQR (CV) : 111.8 (0.9) |
|
941 distinct values |
 |
292962
(92.8%) |
| seed_rate
[numeric] |
| Mean (sd) : 2166.6 (89950.3) | | min ≤ med ≤ max: | | -5e+05 ≤ 19.8 ≤ 2.1e+07 | | IQR (CV) : 69.2 (41.5) |
|
5593 distinct values |
 |
204626
(64.8%) |
| seed_source
[character] |
| 1. (Empty string) | | 2. PvtSeedDealer | | 3. Local trader | | 4. SelfSaved | | 5. Cooperative | | 6. Farmer | | 7. Own stored | | 8. Other | | 9. Grain trader | | 10. Private Company | | [ 52 others ] |
|
| 269294 | ( | 85.3% | ) | | 18445 | ( | 5.8% | ) | | 4683 | ( | 1.5% | ) | | 3834 | ( | 1.2% | ) | | 3050 | ( | 1.0% | ) | | 2351 | ( | 0.7% | ) | | 1805 | ( | 0.6% | ) | | 1629 | ( | 0.5% | ) | | 1607 | ( | 0.5% | ) | | 1380 | ( | 0.4% | ) | | 7744 | ( | 2.5% | ) |
|
 |
0
(0.0%) |
| seed_treatment
[character] |
| 1. (Empty string) | | 2. improve | | 3. no | | 4. traditional | | 5. yes |
|
| 306535 | ( | 97.1% | ) | | 226 | ( | 0.1% | ) | | 3978 | ( | 1.3% | ) | | 4029 | ( | 1.3% | ) | | 1054 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| herbicide_used
[logical] |
|
|
 |
267289
(84.6%) |
| herbicide_product
[character] |
| 1. (Empty string) | | 2. pretilachlor | | 3. unknown | | 4. none | | 5. butachlor | | 6. bispyribac-sodium | | 7. glyphosate | | 8. 2,4-D | | 9. pendimethalin | | 10. sulfosulfuron | | [ 62 others ] |
|
| 299533 | ( | 94.8% | ) | | 4261 | ( | 1.3% | ) | | 3232 | ( | 1.0% | ) | | 3152 | ( | 1.0% | ) | | 1836 | ( | 0.6% | ) | | 984 | ( | 0.3% | ) | | 914 | ( | 0.3% | ) | | 841 | ( | 0.3% | ) | | 183 | ( | 0.1% | ) | | 174 | ( | 0.1% | ) | | 712 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| herbicide_timing
[character] |
| 1. (Empty string) | | 2. 35 | | 3. 30 | | 4. 25 | | 5. 2 | | 6. 1 | | 7. 3 | | 8. 32 | | 9. 28 | | 10. 40 | | [ 165 others ] |
|
| 304985 | ( | 96.6% | ) | | 1913 | ( | 0.6% | ) | | 1743 | ( | 0.6% | ) | | 916 | ( | 0.3% | ) | | 847 | ( | 0.3% | ) | | 783 | ( | 0.2% | ) | | 673 | ( | 0.2% | ) | | 542 | ( | 0.2% | ) | | 391 | ( | 0.1% | ) | | 307 | ( | 0.1% | ) | | 2722 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
| herbicide_times
[integer] |
| Mean (sd) : 1.5 (1) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 12 | | IQR (CV) : 1 (0.7) |
|
| 0 | : | 5563 | ( | 16.6% | ) | | 1 | : | 12418 | ( | 37.0% | ) | | 2 | : | 7203 | ( | 21.5% | ) | | 3 | : | 8377 | ( | 25.0% | ) | | 4 | : | 4 | ( | 0.0% | ) | | 5 | : | 2 | ( | 0.0% | ) | | 6 | : | 3 | ( | 0.0% | ) | | 12 | : | 2 | ( | 0.0% | ) |
|
 |
282250
(89.4%) |
| herbicide_amount
[numeric] |
| Mean (sd) : 218.2 (450.5) | | min ≤ med ≤ max: | | 0 ≤ 1.2 ≤ 30000 | | IQR (CV) : 500 (2.1) |
|
168 distinct values |
 |
300424
(95.1%) |
| weeding_done
[logical] |
|
|
 |
293075
(92.8%) |
| weeding_method
[character] |
| 1. (Empty string) | | 2. none | | 3. herbicide | | 4. Manual | | 5. Herbicide | | 6. herbicide manual | | 7. Manual Herbicide | | 8. manual | | 9. None | | 10. Herbicide Manual | | [ 3 others ] |
|
| 300303 | ( | 95.1% | ) | | 4459 | ( | 1.4% | ) | | 3219 | ( | 1.0% | ) | | 2471 | ( | 0.8% | ) | | 2008 | ( | 0.6% | ) | | 1315 | ( | 0.4% | ) | | 747 | ( | 0.2% | ) | | 689 | ( | 0.2% | ) | | 344 | ( | 0.1% | ) | | 261 | ( | 0.1% | ) | | 6 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| weeding_times
[integer] |
| Mean (sd) : 0.9 (0.7) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 4 | | IQR (CV) : 1 (0.8) |
|
| 0 | : | 7476 | ( | 32.5% | ) | | 1 | : | 11043 | ( | 48.1% | ) | | 2 | : | 4042 | ( | 17.6% | ) | | 3 | : | 409 | ( | 1.8% | ) | | 4 | : | 2 | ( | 0.0% | ) |
|
 |
292850
(92.7%) |
| weeding_implement
[character] |
|
|
 |
0
(0.0%) |
| insecticide_used
[logical] |
|
|
 |
255704
(81.0%) |
| insecticide_product
[character] |
| 1. (Empty string) | | 2. alpha | | 3. chlorantraniliprole | | 4. corogen | | 5. unknown | | 6. cartap hydrochloride | | 7. carbofuran | | 8. pymetrozine | | 9. flubendiamide | | 10. thiamethoxam | | [ 1881 others ] |
|
| 296365 | ( | 93.8% | ) | | 1929 | ( | 0.6% | ) | | 1131 | ( | 0.4% | ) | | 1117 | ( | 0.4% | ) | | 1072 | ( | 0.3% | ) | | 634 | ( | 0.2% | ) | | 615 | ( | 0.2% | ) | | 525 | ( | 0.2% | ) | | 412 | ( | 0.1% | ) | | 402 | ( | 0.1% | ) | | 11620 | ( | 3.7% | ) |
|
 |
0
(0.0%) |
| insecticide_times
[integer] |
| Mean (sd) : 1.6 (1) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 12 | | IQR (CV) : 1 (0.6) |
|
| 0 | : | 183 | ( | 2.9% | ) | | 1 | : | 3644 | ( | 56.9% | ) | | 2 | : | 1820 | ( | 28.4% | ) | | 3 | : | 548 | ( | 8.6% | ) | | 4 | : | 100 | ( | 1.6% | ) | | 5 | : | 39 | ( | 0.6% | ) | | 6 | : | 37 | ( | 0.6% | ) | | 7 | : | 24 | ( | 0.4% | ) | | 8 | : | 4 | ( | 0.1% | ) | | 12 | : | 5 | ( | 0.1% | ) |
|
 |
309418
(98.0%) |
| insecticide_amount
[numeric] |
| Mean (sd) : 849.2 (1848.5) | | min ≤ med ≤ max: | | 0 ≤ 24.7 ≤ 30000 | | IQR (CV) : 398.4 (2.2) |
|
363 distinct values |
 |
303230
(96.0%) |
| fungicide_used
[logical] |
|
|
 |
284256
(90.0%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. azoxystrobin | | 3. propiconazole | | 4. tebuconazole | | 5. Thifluzamide | | 6. validamycin | | 7. hexaconazole | | 8. mancozeb | | 9. thiophanate-methyl | | 10. carbendazim | | [ 9 others ] |
|
| 311287 | ( | 98.6% | ) | | 1317 | ( | 0.4% | ) | | 785 | ( | 0.2% | ) | | 613 | ( | 0.2% | ) | | 565 | ( | 0.2% | ) | | 285 | ( | 0.1% | ) | | 258 | ( | 0.1% | ) | | 210 | ( | 0.1% | ) | | 183 | ( | 0.1% | ) | | 93 | ( | 0.0% | ) | | 226 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| fungicide_times
[integer] |
| Mean (sd) : 1.2 (0.5) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 3 | | IQR (CV) : 0 (0.5) |
|
| 0 | : | 347 | ( | 7.1% | ) | | 1 | : | 3383 | ( | 69.3% | ) | | 2 | : | 1111 | ( | 22.8% | ) | | 3 | : | 38 | ( | 0.8% | ) |
|
 |
310943
(98.5%) |
| fungicide_amount
[numeric] |
| Mean (sd) : 989 (1136.6) | | min ≤ med ≤ max: | | 0 ≤ 750 ≤ 6400 | | IQR (CV) : 1700 (1.1) |
|
414 distinct values |
 |
308291
(97.6%) |
| mulch
[numeric] |
| Mean (sd) : 0 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 1 | | IQR (CV) : 0 (3.6) |
|
3 distinct values |
 |
312614
(99.0%) |
| depth_top
[integer] |
1 distinct value |
|
 |
315440
(99.9%) |
| depth_bottom
[integer] |
1 distinct value |
|
 |
315440
(99.9%) |
| soil_depth
[integer] |
| Mean (sd) : 25.4 (11.9) | | min ≤ med ≤ max: | | 20 ≤ 20 ≤ 60 | | IQR (CV) : 0 (0.5) |
|
| 20 | : | 48 | ( | 78.7% | ) | | 30 | : | 3 | ( | 4.9% | ) | | 40 | : | 5 | ( | 8.2% | ) | | 60 | : | 5 | ( | 8.2% | ) |
|
 |
315761
(100.0%) |
| soil_type
[character] |
| 1. (Empty string) | | 2. Clay_loam | | 3. Heavy | | 4. hillside | | 5. Light | | 6. Loam soil | | 7. lowland | | 8. Medium | | 9. Sand | | 10. Sandy Loam |
|
| 307109 | ( | 97.2% | ) | | 122 | ( | 0.0% | ) | | 87 | ( | 0.0% | ) | | 857 | ( | 0.3% | ) | | 54 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2946 | ( | 0.9% | ) | | 4633 | ( | 1.5% | ) | | 4 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_pH
[numeric] |
| Mean (sd) : 6.5 (1) | | min ≤ med ≤ max: | | 4.5 ≤ 6.7 ≤ 8.8 | | IQR (CV) : 1.5 (0.1) |
|
1283 distinct values |
 |
295269
(93.5%) |
| soil_sand
[numeric] |
| Mean (sd) : 43.4 (15.9) | | min ≤ med ≤ max: | | 0.6 ≤ 48.6 ≤ 88 | | IQR (CV) : 19.5 (0.4) |
|
318 distinct values |
 |
313592
(99.3%) |
| soil_clay
[numeric] |
| Mean (sd) : 35.8 (14.6) | | min ≤ med ≤ max: | | 5.9 ≤ 29.8 ≤ 78.1 | | IQR (CV) : 18.4 (0.4) |
|
278 distinct values |
 |
313589
(99.3%) |
| soil_silt
[numeric] |
| Mean (sd) : 20.7 (5.7) | | min ≤ med ≤ max: | | 1 ≤ 20.6 ≤ 75.4 | | IQR (CV) : 0.8 (0.3) |
|
245 distinct values |
 |
313849
(99.4%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. loam | | 3. sandy loam | | 4. clay | | 5. Medium | | 6. medium | | 7. sand | | 8. fine | | 9. silt | | 10. Heavy | | [ 23 others ] |
|
| 178324 | ( | 56.5% | ) | | 35009 | ( | 11.1% | ) | | 20517 | ( | 6.5% | ) | | 19512 | ( | 6.2% | ) | | 17912 | ( | 5.7% | ) | | 17016 | ( | 5.4% | ) | | 12263 | ( | 3.9% | ) | | 3147 | ( | 1.0% | ) | | 2957 | ( | 0.9% | ) | | 2824 | ( | 0.9% | ) | | 6341 | ( | 2.0% | ) |
|
 |
0
(0.0%) |
| soil_SOM
[numeric] |
| Mean (sd) : 3.2 (1.3) | | min ≤ med ≤ max: | | 1.4 ≤ 2.8 ≤ 6.5 | | IQR (CV) : 1.6 (0.4) |
|
72 distinct values |
 |
315740
(100.0%) |
| soil_C_total
[numeric] |
| Mean (sd) : 0.9 (0.4) | | min ≤ med ≤ max: | | 0.2 ≤ 0.9 ≤ 2.8 | | IQR (CV) : 0.4 (0.5) |
|
145 distinct values |
 |
313977
(99.4%) |
| soil_SOC
[numeric] |
| Mean (sd) : 1.1 (0.7) | | min ≤ med ≤ max: | | 0.1 ≤ 0.9 ≤ 11.5 | | IQR (CV) : 0.6 (0.6) |
|
869 distinct values |
 |
298407
(94.5%) |
| soil_N
[numeric] |
| Mean (sd) : 161.4 (301.3) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 1930.3 | | IQR (CV) : 0.7 (1.9) |
|
911 distinct values |
 |
305039
(96.6%) |
| soil_K
[numeric] |
| Mean (sd) : 125.2 (100.1) | | min ≤ med ≤ max: | | 10 ≤ 95.9 ≤ 809.4 | | IQR (CV) : 89 (0.8) |
|
947 distinct values |
 |
313089
(99.1%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 0.6 (0.4) | | min ≤ med ≤ max: | | 0.2 ≤ 0.5 ≤ 1.7 | | IQR (CV) : 0.5 (0.6) |
|
140 distinct values |
 |
315670
(100.0%) |
| soil_P
[numeric] |
| Mean (sd) : 22.2 (11.6) | | min ≤ med ≤ max: | | 1 ≤ 22.1 ≤ 167.7 | | IQR (CV) : 14.9 (0.5) |
|
472 distinct values |
 |
313638
(99.3%) |
| soil_P_method
[character] |
|
|
 |
0
(0.0%) |
| soil_P_total
[numeric] |
| Mean (sd) : 133.9 (265) | | min ≤ med ≤ max: | | 0.4 ≤ 5.1 ≤ 1541 | | IQR (CV) : 13 (2) |
|
527 distinct values |
 |
315060
(99.8%) |
| soil_Ca
[numeric] |
| Mean (sd) : 757 (734.8) | | min ≤ med ≤ max: | | 15.4 ≤ 550.1 ≤ 6776 | | IQR (CV) : 628.2 (1) |
|
907 distinct values |
 |
313194
(99.2%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 9.3 (10.9) | | min ≤ med ≤ max: | | 1.4 ≤ 5.4 ≤ 62.9 | | IQR (CV) : 3.6 (1.2) |
|
151 distinct values |
 |
315670
(100.0%) |
| soil_Mg
[numeric] |
| Mean (sd) : 147.1 (139.9) | | min ≤ med ≤ max: | | 3.1 ≤ 100.2 ≤ 1407.5 | | IQR (CV) : 127.6 (1) |
|
981 distinct values |
 |
313343
(99.2%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 4.2 (5.4) | | min ≤ med ≤ max: | | 0.6 ≤ 2.4 ≤ 24.8 | | IQR (CV) : 1.5 (1.3) |
|
148 distinct values |
 |
315670
(100.0%) |
| soil_B
[numeric] |
| Mean (sd) : 0.1 (0.4) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 8.8 | | IQR (CV) : 0.1 (3.2) |
|
1072 distinct values |
 |
312960
(99.1%) |
| soil_Cu
[numeric] |
| Mean (sd) : 3.5 (4) | | min ≤ med ≤ max: | | 0.5 ≤ 2.5 ≤ 47.8 | | IQR (CV) : 2.3 (1.2) |
|
222 distinct values |
 |
315588
(99.9%) |
| soil_Mn
[numeric] |
| Mean (sd) : 52 (33.7) | | min ≤ med ≤ max: | | 4 ≤ 44.1 ≤ 259 | | IQR (CV) : 33.5 (0.6) |
|
1142 distinct values |
 |
312960
(99.1%) |
| soil_Mo
[numeric] |
| Mean (sd) : 0.1 (0) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 0.2 | | IQR (CV) : 0 (0.3) |
|
9 distinct values |
 |
315740
(100.0%) |
| soil_Fe
[numeric] |
| Mean (sd) : 96.2 (35.2) | | min ≤ med ≤ max: | | 10 ≤ 90.7 ≤ 280.3 | | IQR (CV) : 45.7 (0.4) |
|
1129 distinct values |
 |
312960
(99.1%) |
| soil_S
[numeric] |
| Mean (sd) : 11.3 (13.4) | | min ≤ med ≤ max: | | 2.3 ≤ 7.6 ≤ 287.4 | | IQR (CV) : 4.7 (1.2) |
|
1026 distinct values |
 |
313238
(99.2%) |
| soil_Zn
[numeric] |
| Mean (sd) : 1.1 (0.7) | | min ≤ med ≤ max: | | 0.2 ≤ 1 ≤ 20 | | IQR (CV) : 0.5 (0.6) |
|
1119 distinct values |
 |
312960
(99.1%) |
| soil_Na
[numeric] |
| Mean (sd) : 36 (43.2) | | min ≤ med ≤ max: | | 4.9 ≤ 27.1 ≤ 608.4 | | IQR (CV) : 12.5 (1.2) |
|
909 distinct values |
 |
313194
(99.2%) |
| soil_Na_exch
[numeric] |
| Mean (sd) : 0.5 (0.8) | | min ≤ med ≤ max: | | 0.1 ≤ 0.2 ≤ 5.2 | | IQR (CV) : 0.2 (1.7) |
|
119 distinct values |
 |
315670
(100.0%) |
| soil_Al
[numeric] |
| Mean (sd) : 842.2 (352.7) | | min ≤ med ≤ max: | | 125 ≤ 802.7 ≤ 2613.2 | | IQR (CV) : 451.3 (0.4) |
|
1060 distinct values |
 |
313042
(99.1%) |
| soil_EC
[numeric] |
| Mean (sd) : 21.5 (32.9) | | min ≤ med ≤ max: | | 0 ≤ 0.6 ≤ 207 | | IQR (CV) : 42.5 (1.5) |
|
776 distinct values |
 |
314975
(99.7%) |
| soil_bd
[numeric] |
| Mean (sd) : 1.4 (0.1) | | min ≤ med ≤ max: | | 1.1 ≤ 1.4 ≤ 1.5 | | IQR (CV) : 0.2 (0.1) |
|
48 distinct values |
 |
299891
(95.0%) |
| soil_CEC
[numeric] |
| Mean (sd) : 20.3 (4.2) | | min ≤ med ≤ max: | | 3.8 ≤ 20.1 ≤ 118.8 | | IQR (CV) : 1.4 (0.2) |
|
214 distinct values |
 |
311024
(98.5%) |
| soil_CEC.1
[numeric] |
| Mean (sd) : 20.3 (4.2) | | min ≤ med ≤ max: | | 3.8 ≤ 20.1 ≤ 118.8 | | IQR (CV) : 1.4 (0.2) |
|
214 distinct values |
|
311024
(98.5%) |
| soil_color
[character] |
| 1. (Empty string) | | 2. Black | | 3. Red | | 4. Red/Brown | | 5. Brown | | 6. Grey/Brown | | 7. Grey | | 8. Black/Grey | | 9. Grey/Brow | | 10. Red Soil | | [ 2 others ] |
|
| 226529 | ( | 71.7% | ) | | 23103 | ( | 7.3% | ) | | 21993 | ( | 7.0% | ) | | 18816 | ( | 6.0% | ) | | 11243 | ( | 3.6% | ) | | 7716 | ( | 2.4% | ) | | 3182 | ( | 1.0% | ) | | 2343 | ( | 0.7% | ) | | 755 | ( | 0.2% | ) | | 122 | ( | 0.0% | ) | | 20 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| soil_quality
[character] |
| 1. (Empty string) | | 2. High | | 3. Low | | 4. Medium |
|
| 292962 | ( | 92.8% | ) | | 2434 | ( | 0.8% | ) | | 920 | ( | 0.3% | ) | | 19506 | ( | 6.2% | ) |
|
 |
0
(0.0%) |
| landscape_position
[character] |
| 1. (Empty string) | | 2. Bottomland | | 3. hillside | | 4. lowland | | 5. LowLand | | 6. MediumLand | | 7. Slope | | 8. Upland | | 9. VeryLowLand |
|
| 289042 | ( | 91.5% | ) | | 38 | ( | 0.0% | ) | | 857 | ( | 0.3% | ) | | 2946 | ( | 0.9% | ) | | 3572 | ( | 1.1% | ) | | 16610 | ( | 5.3% | ) | | 69 | ( | 0.0% | ) | | 2397 | ( | 0.8% | ) | | 291 | ( | 0.1% | ) |
|
 |
0
(0.0%) |
| soil_ex_acidity
[numeric] |
| Mean (sd) : 0.7 (0.3) | | min ≤ med ≤ max: | | 0.2 ≤ 0.7 ≤ 1.3 | | IQR (CV) : 0.5 (0.4) |
|
138 distinct values |
 |
315670
(100.0%) |
| soil_MBC
[integer] |
| Mean (sd) : 558.7 (309.6) | | min ≤ med ≤ max: | | 177 ≤ 452.5 ≤ 1500 | | IQR (CV) : 392 (0.6) |
|
77 distinct values |
 |
315740
(100.0%) |
| soil_B_total
[numeric] |
| Mean (sd) : 21.6 (23.5) | | min ≤ med ≤ max: | | 2.5 ≤ 9.9 ≤ 101.2 | | IQR (CV) : 20 (1.1) |
|
77 distinct values |
 |
315740
(100.0%) |
| soil_Mn_total
[numeric] |
| Mean (sd) : 807.3 (811.1) | | min ≤ med ≤ max: | | 116.1 ≤ 545.7 ≤ 4833 | | IQR (CV) : 299.2 (1) |
|
232 distinct values |
 |
315588
(99.9%) |
| soil_Mg_total
[integer] |
| Mean (sd) : 6239 (4184.7) | | min ≤ med ≤ max: | | 1100 ≤ 5250 ≤ 25900 | | IQR (CV) : 5850 (0.7) |
|
62 distinct values |
 |
315740
(100.0%) |
| soil_Mo_total
[numeric] |
| Mean (sd) : 0.9 (0.7) | | min ≤ med ≤ max: | | 0.5 ≤ 0.7 ≤ 5.3 | | IQR (CV) : 0.5 (0.8) |
|
44 distinct values |
 |
315740
(100.0%) |
| soil_N_total
[numeric] |
| Mean (sd) : 0.1 (0.1) | | min ≤ med ≤ max: | | 0 ≤ 0.1 ≤ 0.6 | | IQR (CV) : 0 (0.5) |
|
143 distinct values |
 |
315331
(99.8%) |
| soil_Fe_total
[numeric] |
| Mean (sd) : 32448.8 (16815.8) | | min ≤ med ≤ max: | | 9800 ≤ 29784.8 ≤ 155500 | | IQR (CV) : 20694.2 (0.5) |
|
224 distinct values |
 |
315588
(99.9%) |
| soil_Cr_total
[numeric] |
| Mean (sd) : 44.3 (20.6) | | min ≤ med ≤ max: | | 17.6 ≤ 37.9 ≤ 139.2 | | IQR (CV) : 23.8 (0.5) |
|
134 distinct values |
 |
315670
(100.0%) |
| soil_K_total
[numeric] |
| Mean (sd) : 5037.8 (2866.1) | | min ≤ med ≤ max: | | 1742.6 ≤ 3858.6 ≤ 13359.9 | | IQR (CV) : 4024.6 (0.6) |
|
28 distinct values |
 |
315784
(100.0%) |
| soil_Ni_total
[numeric] |
| Mean (sd) : 26.5 (15) | | min ≤ med ≤ max: | | 5.5 ≤ 23.9 ≤ 91.4 | | IQR (CV) : 21.1 (0.6) |
|
130 distinct values |
 |
315670
(100.0%) |
| soil_Cu_total
[numeric] |
| Mean (sd) : 19.7 (23) | | min ≤ med ≤ max: | | 3.2 ≤ 15.4 ≤ 193.8 | | IQR (CV) : 14.6 (1.2) |
|
78 distinct values |
 |
315740
(100.0%) |
| soil_Zn_total
[numeric] |
| Mean (sd) : 109.7 (44.1) | | min ≤ med ≤ max: | | 20.1 ≤ 109.7 ≤ 326.9 | | IQR (CV) : 39.8 (0.4) |
|
219 distinct values |
 |
315588
(99.9%) |
| soil_S_total
[integer] |
| Mean (sd) : 375.6 (227.6) | | min ≤ med ≤ max: | | 110 ≤ 280 ≤ 940 | | IQR (CV) : 260 (0.6) |
|
42 distinct values |
 |
315740
(100.0%) |
| soil_CO2
[numeric] |
| Mean (sd) : 70.1 (117.5) | | min ≤ med ≤ max: | | 0 ≤ 28.3 ≤ 6406.8 | | IQR (CV) : 111.3 (1.7) |
|
98 distinct values |
 |
309229
(97.9%) |
| soil_N2O
[logical] |
|
|
|
315822
(100.0%) |
| hhid
[character] |
| 1. (Empty string) | | 2. 1 | | 3. 40 | | 4. 58 | | 5. 24 | | 6. no | | 7. yes | | 8. 802220509 | | 9. 41 | | 10. 84 | | [ 23334 others ] |
|
| 142787 | ( | 45.2% | ) | | 2173 | ( | 0.7% | ) | | 389 | ( | 0.1% | ) | | 382 | ( | 0.1% | ) | | 350 | ( | 0.1% | ) | | 314 | ( | 0.1% | ) | | 314 | ( | 0.1% | ) | | 311 | ( | 0.1% | ) | | 310 | ( | 0.1% | ) | | 304 | ( | 0.1% | ) | | 168188 | ( | 53.3% | ) |
|
 |
0
(0.0%) |
| farmland
[numeric] |
| Mean (sd) : 4.9 (19.2) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 2000 | | IQR (CV) : 2.4 (3.9) |
|
684 distinct values |
 |
271299
(85.9%) |
| farmland_owned
[numeric] |
| Mean (sd) : 9.3 (1217.8) | | min ≤ med ≤ max: | | 0 ≤ 1 ≤ 4e+05 | | IQR (CV) : 2 (131) |
|
1344 distinct values |
|
205694
(65.1%) |
| farmland_rentedin
[numeric] |
| Mean (sd) : 2 (2) | | min ≤ med ≤ max: | | 0.2 ≤ 1.1 ≤ 11 | | IQR (CV) : 1.9 (1) |
|
51 distinct values |
 |
315684
(100.0%) |
| farmland_rentedout
[numeric] |
| Mean (sd) : 2.4 (3.7) | | min ≤ med ≤ max: | | 0.4 ≤ 0.5 ≤ 9 | | IQR (CV) : 0.9 (1.6) |
|
4 distinct values |
 |
315817
(100.0%) |
| cropland_used
[numeric] |
| Mean (sd) : 2.7 (24.1) | | min ≤ med ≤ max: | | 0 ≤ 0.4 ≤ 1625 | | IQR (CV) : 1.1 (9.1) |
|
784 distinct values |
 |
294719
(93.3%) |
| cropland_total
[numeric] |
| Mean (sd) : 14.1 (37.9) | | min ≤ med ≤ max: | | 0 ≤ 2.5 ≤ 2000 | | IQR (CV) : 13.2 (2.7) |
|
703 distinct values |
 |
284650
(90.1%) |
| communal_land
[numeric] |
| Mean (sd) : 2.5 (3.6) | | min ≤ med ≤ max: | | 0 ≤ 1.5 ≤ 30 | | IQR (CV) : 2.2 (1.4) |
|
48 distinct values |
 |
314825
(99.7%) |
| land_ownedby
[character] |
| 1. (Empty string) | | 2. Amortizing owner | | 3. Families | | 4. Individual | | 5. Leasehold tenant | | 6. Mortgaged | | 7. not known | | 8. Owner | | 9. Share tenant | | 10. Village |
|
| 315440 | ( | 99.9% | ) | | 44 | ( | 0.0% | ) | | 244 | ( | 0.1% | ) | | 2 | ( | 0.0% | ) | | 47 | ( | 0.0% | ) | | 5 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 28 | ( | 0.0% | ) | | 1 | ( | 0.0% | ) | | 9 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| land_tenure
[character] |
| 1. (Empty string) | | 2. Owned | | 3. Owned with title | | 4. Owned without title | | 5. Rented in | | 6. inherited | | 7. Sharecropped in | | 8. rented from local in | | 9. purchased without ti | | 10. Sharecropped out | | [ 5 others ] |
|
| 311523 | ( | 98.6% | ) | | 1374 | ( | 0.4% | ) | | 1056 | ( | 0.3% | ) | | 946 | ( | 0.3% | ) | | 265 | ( | 0.1% | ) | | 178 | ( | 0.1% | ) | | 146 | ( | 0.0% | ) | | 137 | ( | 0.0% | ) | | 60 | ( | 0.0% | ) | | 41 | ( | 0.0% | ) | | 96 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| field_id
[integer] |
| Mean (sd) : 1.9 (1.3) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 20 | | IQR (CV) : 1 (0.6) |
|
20 distinct values |
 |
208628
(66.1%) |
| field_size
[numeric] |
| Mean (sd) : 117.8 (828.5) | | min ≤ med ≤ max: | | 0 ≤ 0.8 ≤ 42493.5 | | IQR (CV) : 2 (7) |
|
1084 distinct values |
 |
236138
(74.8%) |
| expected_yield
[numeric] |
| Mean (sd) : 6979.8 (879.4) | | min ≤ med ≤ max: | | 3153.2 ≤ 7106 ≤ 9148.1 | | IQR (CV) : 845.4 (0.1) |
|
1172 distinct values |
 |
311048
(98.5%) |
| labour_days
[numeric] |
| Mean (sd) : 128.6 (116) | | min ≤ med ≤ max: | | 0 ≤ 105.8 ≤ 1095.5 | | IQR (CV) : 86.7 (0.9) |
|
301 distinct values |
 |
315507
(99.9%) |
| farmer_age
[character] |
| 1. (Empty string) | | 2. 7 | | 3. 10 | | 4. 50 | | 5. 45 | | 6. 40 | | 7. 13 | | 8. 12 | | 9. 15 | | 10. 8 | | [ 103 others ] |
|
| 200426 | ( | 63.5% | ) | | 2907 | ( | 0.9% | ) | | 2875 | ( | 0.9% | ) | | 2844 | ( | 0.9% | ) | | 2815 | ( | 0.9% | ) | | 2708 | ( | 0.9% | ) | | 2688 | ( | 0.9% | ) | | 2663 | ( | 0.8% | ) | | 2660 | ( | 0.8% | ) | | 2633 | ( | 0.8% | ) | | 90603 | ( | 28.7% | ) |
|
 |
0
(0.0%) |
| farmer_education
[character] |
| 1. (Empty string) | | 2. No school/none | | 3. Standard VII | | 4. Primary | | 5. primary | | 6. None | | 7. NEVER ATTENDED | | 8. No formal education | | 9. TERTIARY | | 10. Secondary | | [ 157 others ] |
|
| 212862 | ( | 67.4% | ) | | 10518 | ( | 3.3% | ) | | 9331 | ( | 3.0% | ) | | 4747 | ( | 1.5% | ) | | 4058 | ( | 1.3% | ) | | 4033 | ( | 1.3% | ) | | 3914 | ( | 1.2% | ) | | 3372 | ( | 1.1% | ) | | 3136 | ( | 1.0% | ) | | 2857 | ( | 0.9% | ) | | 56994 | ( | 18.0% | ) |
|
 |
0
(0.0%) |
| farmer_civil_status
[character] |
| 1. (Empty string) | | 2. Monogamous married | | 3. Never married | | 4. Polygamous married | | 5. Widow(er) | | 6. Married | | 7. Never married/single | | 8. Married living with | | 9. Divorced | | 10. Separated | | [ 9 others ] |
|
| 263954 | ( | 83.6% | ) | | 20507 | ( | 6.5% | ) | | 16473 | ( | 5.2% | ) | | 6526 | ( | 2.1% | ) | | 2554 | ( | 0.8% | ) | | 1609 | ( | 0.5% | ) | | 1098 | ( | 0.3% | ) | | 1062 | ( | 0.3% | ) | | 657 | ( | 0.2% | ) | | 560 | ( | 0.2% | ) | | 822 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| farmer_religion
[character] |
| 1. (Empty string) | | 2. Animism | | 3. Christian | | 4. Muslim | | 5. No religion | | 6. Traditional |
|
| 314017 | ( | 99.4% | ) | | 21 | ( | 0.0% | ) | | 25 | ( | 0.0% | ) | | 1699 | ( | 0.5% | ) | | 1 | ( | 0.0% | ) | | 59 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| market_type
[character] |
| 1. (Empty string) | | 2. Cooperative | | 3. Local market | | 4. On farm or home | | 5. On farm or home | | 6. Other | | 7. Processor | | 8. Regulated market | | 9. Road side | | 10. Roadside |
|
| 290243 | ( | 91.9% | ) | | 296 | ( | 0.1% | ) | | 6208 | ( | 2.0% | ) | | 388 | ( | 0.1% | ) | | 16102 | ( | 5.1% | ) | | 205 | ( | 0.1% | ) | | 85 | ( | 0.0% | ) | | 2044 | ( | 0.6% | ) | | 156 | ( | 0.0% | ) | | 95 | ( | 0.0% | ) |
|
 |
0
(0.0%) |
| temp
[numeric] |
| Mean (sd) : 25.9 (4.4) | | min ≤ med ≤ max: | | 18.6 ≤ 29 ≤ 30.4 | | IQR (CV) : 8.4 (0.2) |
|
275 distinct values |
 |
307794
(97.5%) |
| tmin
[numeric] |
| Mean (sd) : 17.7 (2.2) | | min ≤ med ≤ max: | | 8.1 ≤ 18.1 ≤ 22.4 | | IQR (CV) : 2.8 (0.1) |
|
441 distinct values |
 |
311048
(98.5%) |
| tmax
[numeric] |
| Mean (sd) : 42.5 (1.1) | | min ≤ med ≤ max: | | 37.6 ≤ 42.6 ≤ 44.3 | | IQR (CV) : 1.3 (0) |
|
132 distinct values |
 |
311048
(98.5%) |
| srad
[numeric] |
| Mean (sd) : 607.1 (64.1) | | min ≤ med ≤ max: | | 392.3 ≤ 606.7 ≤ 785.9 | | IQR (CV) : 90.9 (0.1) |
|
3020 distinct values |
 |
311048
(98.5%) |