| date
[IDate, Date] |
| min : 2013-07-04 | | med : 2015-11-28 | | max : 2018-12-17 | | range : 5y 5m 13d |
|
984 distinct values |
 |
19073
(95.1%) |
| country
[character] |
| 1. Uganda | | 2. Nigeria | | 3. Colombia | | 4. India | | 5. Tanzania | | 6. (Empty string) | | 7. Mozambique | | 8. Malawi | | 9. Benin | | 10. Burkina Faso | | [ 5 others ] |
|
| 6343 | ( | 31.6% | ) | | 5113 | ( | 25.5% | ) | | 3257 | ( | 16.2% | ) | | 2337 | ( | 11.7% | ) | | 1129 | ( | 5.6% | ) | | 984 | ( | 4.9% | ) | | 274 | ( | 1.4% | ) | | 128 | ( | 0.6% | ) | | 72 | ( | 0.4% | ) | | 72 | ( | 0.4% | ) | | 348 | ( | 1.7% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Dutse | | 3. Gujarat | | 4. Hyderabad | | 5. Kano | | 6. Karnataka | | 7. Maharashtra | | 8. Punjab | | 9. Tamil Nadu | | 10. Telangana |
|
| 13327 | ( | 66.4% | ) | | 45 | ( | 0.2% | ) | | 96 | ( | 0.5% | ) | | 96 | ( | 0.5% | ) | | 4576 | ( | 22.8% | ) | | 144 | ( | 0.7% | ) | | 417 | ( | 2.1% | ) | | 72 | ( | 0.4% | ) | | 146 | ( | 0.7% | ) | | 1138 | ( | 5.7% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Ahmednagar | | 3. Pune | | 4. Solapur |
|
| 19608 | ( | 97.8% | ) | | 228 | ( | 1.1% | ) | | 120 | ( | 0.6% | ) | | 101 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. (Empty string) | | 2. Kawanda | | 3. Palmira | | 4. Kachwekano | | 5. Patancheru | | 6. Kitengule | | 7. Nampula | | 8. Minjibir | | 9. Dharwad | | 10. Bayero University, K | | [ 80 others ] |
|
| 5700 | ( | 28.4% | ) | | 3957 | ( | 19.7% | ) | | 3257 | ( | 16.2% | ) | | 2322 | ( | 11.6% | ) | | 1234 | ( | 6.2% | ) | | 1065 | ( | 5.3% | ) | | 242 | ( | 1.2% | ) | | 198 | ( | 1.0% | ) | | 144 | ( | 0.7% | ) | | 108 | ( | 0.5% | ) | | 1830 | ( | 9.1% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. CIAT campus | | 3. ICRISAT campus |
|
| 17840 | ( | 88.9% | ) | | 1079 | ( | 5.4% | ) | | 1138 | ( | 5.7% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
18919
(94.3%) |
| geo_from_source
[logical] |
|
|
 |
5992
(29.9%) |
| planting_date
[character] |
| 1. (Empty string) | | 2. 2016 | | 3. 2017 | | 4. 2018 | | 5. 2015 | | 6. 2007 | | 7. 2003 | | 8. 2004 | | 9. 2012-06-20 | | 10. 2013-06-20 | | [ 9 others ] |
|
| 5560 | ( | 27.7% | ) | | 3855 | ( | 19.2% | ) | | 2435 | ( | 12.1% | ) | | 1426 | ( | 7.1% | ) | | 1029 | ( | 5.1% | ) | | 941 | ( | 4.7% | ) | | 726 | ( | 3.6% | ) | | 726 | ( | 3.6% | ) | | 570 | ( | 2.8% | ) | | 568 | ( | 2.8% | ) | | 2221 | ( | 11.1% | ) |
|
 |
0
(0.0%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2016 | | 3. 2018-06-18 |
|
| 19415 | ( | 96.8% | ) | | 432 | ( | 2.2% | ) | | 210 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| season
[character] |
|
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
984
(4.9%) |
| is_survey
[logical] |
1. FALSE |
|
|
984
(4.9%) |
| treatment
[character] |
| 1. (Empty string) | | 2. drought | | 3. Irrigated |
|
| 16800 | ( | 83.8% | ) | | 2717 | ( | 13.5% | ) | | 540 | ( | 2.7% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 1.8 (0.8) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 4 | | IQR (CV) : 1 (0.5) |
|
| 1 | : | 6595 | ( | 40.4% | ) | | 2 | : | 6599 | ( | 40.4% | ) | | 3 | : | 2476 | ( | 15.2% | ) | | 4 | : | 669 | ( | 4.1% | ) |
|
 |
3718
(18.5%) |
| crop
[character] |
| 1. (Empty string) | | 2. chickpea | | 3. common bean | | 4. cowpea | | 5. faba bean | | 6. grass pea | | 7. groundnut | | 8. rice | | 9. sorghum | | 10. soybean |
|
| 984 | ( | 4.9% | ) | | 18 | ( | 0.1% | ) | | 10583 | ( | 52.8% | ) | | 4594 | ( | 22.9% | ) | | 72 | ( | 0.4% | ) | | 50 | ( | 0.2% | ) | | 2565 | ( | 12.8% | ) | | 432 | ( | 2.2% | ) | | 549 | ( | 2.7% | ) | | 210 | ( | 1.0% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. Phule Vasudha | | 3. Phule Chitra | | 4. Local | | 5. SEA 5 | | 6. LOCALCHECK | | 7. IT84S-2246-4 | | 8. MIB465 | | 9. RWR2245 | | 10. DOR500 | | [ 2233 others ] |
|
| 1434 | ( | 7.1% | ) | | 243 | ( | 1.2% | ) | | 110 | ( | 0.5% | ) | | 97 | ( | 0.5% | ) | | 72 | ( | 0.4% | ) | | 69 | ( | 0.3% | ) | | 62 | ( | 0.3% | ) | | 52 | ( | 0.3% | ) | | 52 | ( | 0.3% | ) | | 50 | ( | 0.2% | ) | | 17816 | ( | 88.8% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. ART15-7-16-38-1-B-B- | | 3. ART16-5-9-22-3-B-B-2 | | 4. ART27-122-19-3-1-2-1 | | 5. ART27-122-19-3-1-3 | | 6. ART27-190-1-3-3-1 | | 7. ART27-190-1-4-2-1-1- | | 8. ART27-190-6-1-4-2-2- | | 9. ART27-190-6-4-2-1-1 | | 10. ART27-190-7-3-2-4-3- | | [ 73 others ] |
|
| 19607 | ( | 97.8% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 6 | ( | 0.0% | ) | | 396 | ( | 2.0% | ) |
|
 |
0
(0.0%) |
| variety_pedigree
[character] |
| 1. (Empty string) | | 2. S 88094-8-1 | | 3. Selection from ILB44 | | 4. WS11-142xGiza4 | | 5. BPL 5061-33005/TR201 | | 6. Giza 4-32087-2/TR201 | | 7. ILB4358 | | 8. India-2xSel. 2008 La | | 9. Luz de OtonoxWRB 1-2 | | 10. S 88092-4-3-32301-1/ | | [ 21 others ] |
|
| 19989 | ( | 99.7% | ) | | 6 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 2 | ( | 0.0% | ) | | 42 | ( | 0.2% | ) |
|
 |
0
(0.0%) |
| dmy_storage
[numeric] |
| Mean (sd) : 1616.7 (2314.4) | | min ≤ med ≤ max: | | 35 ≤ 948.3 ≤ 15672.8 | | IQR (CV) : 860 (1.4) |
|
447 distinct values |
 |
19526
(97.4%) |
| dmy_total
[numeric] |
| Mean (sd) : 2389.2 (2021.4) | | min ≤ med ≤ max: | | 350 ≤ 1850 ≤ 12116.5 | | IQR (CV) : 1100 (0.8) |
|
72 distinct values |
 |
19829
(98.9%) |
| dmy_residue
[numeric] |
| Mean (sd) : 2200.8 (827.4) | | min ≤ med ≤ max: | | 263.3 ≤ 2033.3 ≤ 10000 | | IQR (CV) : 775.4 (0.4) |
|
223 distinct values |
 |
19593
(97.7%) |
| fwy_storage
[numeric] |
| Mean (sd) : 820.4 (626.6) | | min ≤ med ≤ max: | | 0 ≤ 693 ≤ 7054.9 | | IQR (CV) : 863.3 (0.8) |
|
3724 distinct values |
 |
15544
(77.5%) |
| fwy_total
[numeric] |
| Mean (sd) : 3409.8 (1622.6) | | min ≤ med ≤ max: | | 450 ≤ 3248.3 ≤ 24736 | | IQR (CV) : 1754.5 (0.5) |
|
3051 distinct values |
 |
16242
(81.0%) |
| fwy_residue
[numeric] |
| Mean (sd) : 1573.1 (1161.8) | | min ≤ med ≤ max: | | 0 ≤ 1346.9 ≤ 8640 | | IQR (CV) : 1538.4 (0.7) |
|
439 distinct values |
 |
19225
(95.9%) |
| yield_part
[character] |
| 1. (Empty string) | | 2. grain | | 3. pod | | 4. seed |
|
| 984 | ( | 4.9% | ) | | 8825 | ( | 44.0% | ) | | 2181 | ( | 10.9% | ) | | 8067 | ( | 40.2% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 1133.3 (1121.9) | | min ≤ med ≤ max: | | 0 ≤ 933.8 ≤ 28626.1 | | IQR (CV) : 1079.2 (1) |
|
13244 distinct values |
 |
1531
(7.6%) |
| yield_moisture
[numeric] |
| Mean (sd) : 51.6 (7.5) | | min ≤ med ≤ max: | | 31.6 ≤ 52.2 ≤ 68.8 | | IQR (CV) : 9.3 (0.1) |
|
50 distinct values |
 |
20007
(99.8%) |
| seed_weight
[numeric] |
| Mean (sd) : 241.8 (137.3) | | min ≤ med ≤ max: | | 10 ≤ 260 ≤ 644.5 | | IQR (CV) : 164.9 (0.6) |
|
1163 distinct values |
 |
17098
(85.2%) |
| N_fertilizer
[logical] |
|
|
|
20057
(100.0%) |
| P_fertilizer
[logical] |
|
|
|
20057
(100.0%) |
| K_fertilizer
[logical] |
|
|
|
20057
(100.0%) |
| S_fertilizer
[logical] |
|
|
|
20057
(100.0%) |
| inoculated
[logical] |
1. FALSE |
|
 |
6366
(31.7%) |
| irrigated
[logical] |
|
|
 |
14392
(71.8%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. furrow |
|
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3.1 (0.6) | | min ≤ med ≤ max: | | 2 ≤ 3 ≤ 6 | | IQR (CV) : 0 (0.2) |
|
| 2 | : | 215 | ( | 6.6% | ) | | 3 | : | 2718 | ( | 83.5% | ) | | 4 | : | 216 | ( | 6.6% | ) | | 6 | : | 108 | ( | 3.3% | ) |
|
 |
16800
(83.8%) |
| irrigation_amount
[integer] |
1 distinct value |
|
|
16800
(83.8%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. raised beds |
|
|
 |
0
(0.0%) |
| row_spacing
[integer] |
| Min : 60 | | Mean : 67.1 | | Max : 75 |
|
| 60 | : | 432 | ( | 52.9% | ) | | 75 | : | 384 | ( | 47.1% | ) |
|
 |
19241
(95.9%) |
| plot_area
[numeric] |
| Mean (sd) : 9.4 (2.4) | | min ≤ med ≤ max: | | 7 ≤ 8 ≤ 13.5 | | IQR (CV) : 0.1 (0.3) |
|
11 distinct values |
 |
18517
(92.3%) |
| plot_length
[numeric] |
| Mean (sd) : 2.6 (0.8) | | min ≤ med ≤ max: | | 2.2 ≤ 2.2 ≤ 5.5 | | IQR (CV) : 0 (0.3) |
|
11 distinct values |
 |
19583
(97.6%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (2.1) | | min ≤ med ≤ max: | | 0.5 ≤ 6 ≤ 6 | | IQR (CV) : 0 (0.4) |
|
3 distinct values |
 |
19583
(97.6%) |
| plant_spacing
[integer] |
| Min : 7 | | Mean : 7.3 | | Max : 10 |
|
| 7 | : | 3257 | ( | 89.5% | ) | | 10 | : | 384 | ( | 10.5% | ) |
|
|
16416
(81.8%) |
| seed_density
[integer] |
1 distinct value |
|
|
20007
(99.8%) |
| plant_density
[integer] |
| Mean (sd) : 71397.3 (118146.2) | | min ≤ med ≤ max: | | 2 ≤ 62 ≤ 267000 | | IQR (CV) : 266958.8 (1.7) |
|
116 distinct values |
 |
15799
(78.8%) |
| emergence_days
[integer] |
| Mean (sd) : 6.7 (1.2) | | min ≤ med ≤ max: | | 4 ≤ 7 ≤ 14 | | IQR (CV) : 1 (0.2) |
|
| 4 | : | 11 | ( | 2.7% | ) | | 5 | : | 21 | ( | 5.2% | ) | | 6 | : | 130 | ( | 32.4% | ) | | 7 | : | 182 | ( | 45.4% | ) | | 8 | : | 37 | ( | 9.2% | ) | | 9 | : | 15 | ( | 3.7% | ) | | 11 | : | 1 | ( | 0.2% | ) | | 12 | : | 1 | ( | 0.2% | ) | | 14 | : | 3 | ( | 0.7% | ) |
|
 |
19656
(98.0%) |
| flowering_days
[numeric] |
| Mean (sd) : 43.2 (14.7) | | min ≤ med ≤ max: | | 0 ≤ 42 ≤ 422 | | IQR (CV) : 11 (0.3) |
|
86 distinct values |
 |
15154
(75.6%) |
| maturity_days
[integer] |
| Mean (sd) : 76.6 (18.7) | | min ≤ med ≤ max: | | 0 ≤ 72 ≤ 174 | | IQR (CV) : 14 (0.2) |
|
95 distinct values |
 |
16626
(82.9%) |
| harvest_days
[integer] |
| Mean (sd) : 36.9 (23.1) | | min ≤ med ≤ max: | | 1 ≤ 31.5 ≤ 140 | | IQR (CV) : 26.8 (0.6) |
|
71 distinct values |
 |
19847
(99.0%) |
| plant_height
[integer] |
| Mean (sd) : 69.5 (13.5) | | min ≤ med ≤ max: | | 43 ≤ 69 ≤ 106 | | IQR (CV) : 16.8 (0.2) |
|
54 distinct values |
 |
19775
(98.6%) |
| grain_Fe
[numeric] |
| Mean (sd) : 70.7 (13.3) | | min ≤ med ≤ max: | | 20.6 ≤ 69.1 ≤ 142.2 | | IQR (CV) : 17.8 (0.2) |
|
829 distinct values |
 |
13332
(66.5%) |
| grain_Zn
[numeric] |
| Mean (sd) : 36.4 (5.9) | | min ≤ med ≤ max: | | 3.7 ≤ 36.1 ≤ 60.4 | | IQR (CV) : 8.4 (0.2) |
|
434 distinct values |
 |
13329
(66.5%) |
| disease_severity
[character] |
| 1. (Empty string) | | 2. 2(1-9);1(1-9);1(1-9) | | 3. NA;NA | | 4. 3(1-9);2(1-9);1(1-9) | | 5. 3(1-9);2(1-9);2(1-9) | | 6. 2(1-9);4(1-9);2(1-9) | | 7. 4(1-9);3(1-9);2(1-9) | | 8. 4(1-9);4(1-9);2(1-9) | | 9. 2.64 | | 10. 4(1-9);2(1-9);1(1-9) | | [ 292 others ] |
|
| 19214 | ( | 95.8% | ) | | 76 | ( | 0.4% | ) | | 48 | ( | 0.2% | ) | | 19 | ( | 0.1% | ) | | 19 | ( | 0.1% | ) | | 14 | ( | 0.1% | ) | | 14 | ( | 0.1% | ) | | 13 | ( | 0.1% | ) | | 12 | ( | 0.1% | ) | | 12 | ( | 0.1% | ) | | 616 | ( | 3.1% | ) |
|
 |
0
(0.0%) |
| diseases
[character] |
| 1. (Empty string) | | 2. early leaf spot;late | | 3. late leaf spot | | 4. rust | | 5. rust;late leaf spot | | 6. rust;late leaf spot; |
|
| 19166 | ( | 95.6% | ) | | 306 | ( | 1.5% | ) | | 288 | ( | 1.4% | ) | | 96 | ( | 0.5% | ) | | 96 | ( | 0.5% | ) | | 105 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.9 (1) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 8.8 | | IQR (CV) : 1.3 (0.4) |
|
3103 distinct values |
 |
16717
(83.3%) |
| shelling_percentage
[numeric] |
| Mean (sd) : 65.5 (8.6) | | min ≤ med ≤ max: | | 1 ≤ 66.2 ≤ 80.4 | | IQR (CV) : 8.4 (0.1) |
|
664 distinct values |
 |
19234
(95.9%) |
| soil_pH
[numeric] |
1 distinct value |
1 distinct values |
|
20007
(99.8%) |
| soil_SOM
[numeric] |
1 distinct value |
1 distinct values |
|
20007
(99.8%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. silty loam |
|
|
|
0
(0.0%) |