| country
[character] |
| 1. Uganda | | 2. Colombia | | 3. India | | 4. Tanzania | | 5. Nigeria | | 6. Mozambique | | 7. Malawi | | 8. Benin | | 9. Burkina Faso | | 10. Côte d'Ivoire | | [ 5 others ] |
|
| 6343 | ( | 41.4% | ) | | 3689 | ( | 24.1% | ) | | 2697 | ( | 17.6% | ) | | 1129 | ( | 7.4% | ) | | 537 | ( | 3.5% | ) | | 274 | ( | 1.8% | ) | | 128 | ( | 0.8% | ) | | 72 | ( | 0.5% | ) | | 72 | ( | 0.5% | ) | | 72 | ( | 0.5% | ) | | 323 | ( | 2.1% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. (Empty string) | | 2. Dutse | | 3. Gujarat | | 4. Hyderabad | | 5. Karnataka | | 6. Maharashtra | | 7. Nairobi | | 8. Punjab | | 9. Tamil Nadu | | 10. Telangana |
|
| 12774 | ( | 83.3% | ) | | 45 | ( | 0.3% | ) | | 96 | ( | 0.6% | ) | | 96 | ( | 0.6% | ) | | 144 | ( | 0.9% | ) | | 417 | ( | 2.7% | ) | | 48 | ( | 0.3% | ) | | 72 | ( | 0.5% | ) | | 146 | ( | 1.0% | ) | | 1498 | ( | 9.8% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. (Empty string) | | 2. Ahmednagar | | 3. Hyderabad | | 4. Pune | | 5. Solapur |
|
| 14527 | ( | 94.7% | ) | | 228 | ( | 1.5% | ) | | 360 | ( | 2.3% | ) | | 120 | ( | 0.8% | ) | | 101 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. Kawanda | | 2. Palmira | | 3. Kachwekano | | 4. Patancheru | | 5. Kitengule | | 6. ICRISAT Patancheru | | 7. Nampula | | 8. Minjibir | | 9. Dharwad | | 10. (Empty string) | | [ 82 others ] |
|
| 3957 | ( | 25.8% | ) | | 3689 | ( | 24.1% | ) | | 2322 | ( | 15.1% | ) | | 1234 | ( | 8.0% | ) | | 1065 | ( | 6.9% | ) | | 360 | ( | 2.3% | ) | | 242 | ( | 1.6% | ) | | 198 | ( | 1.3% | ) | | 144 | ( | 0.9% | ) | | 140 | ( | 0.9% | ) | | 1985 | ( | 12.9% | ) |
|
 |
0
(0.0%) |
| site
[character] |
| 1. (Empty string) | | 2. CIAT campus | | 3. ICRISAT campus |
|
| 12687 | ( | 82.7% | ) | | 1511 | ( | 9.9% | ) | | 1138 | ( | 7.4% | ) |
|
 |
0
(0.0%) |
| geo_uncertainty
[integer] |
1 distinct value |
|
 |
14198
(92.6%) |
| geo_from_source
[logical] |
|
|
 |
0
(0.0%) |
| planting_date
[character] |
| 1. 2016 | | 2. 2017 | | 3. 2018 | | 4. 2015 | | 5. 2007 | | 6. 2003 | | 7. 2004 | | 8. 2013 | | 9. 2012-06-20 | | 10. 2013-06-20 | | [ 11 others ] |
|
| 3870 | ( | 25.2% | ) | | 2435 | ( | 15.9% | ) | | 1426 | ( | 9.3% | ) | | 1181 | ( | 7.7% | ) | | 941 | ( | 6.1% | ) | | 726 | ( | 4.7% | ) | | 726 | ( | 4.7% | ) | | 577 | ( | 3.8% | ) | | 570 | ( | 3.7% | ) | | 568 | ( | 3.7% | ) | | 2316 | ( | 15.1% | ) |
|
 |
0
(0.0%) |
| flowering_date
[IDate, Date] |
| min : 2017-05-26 | | med : 2017-06-03 | | max : 2017-06-30 | | range : 1m 4d |
|
12 distinct values |
 |
15288
(99.7%) |
| maturity_date
[IDate, Date] |
| 1. 2017-07-17 | | 2. 2017-07-18 | | 3. 2017-07-19 | | 4. 2017-07-20 | | 5. 2017-07-21 | | 6. 2017-07-22 |
|
| 1 | ( | 2.1% | ) | | 2 | ( | 4.2% | ) | | 30 | ( | 62.5% | ) | | 2 | ( | 4.2% | ) | | 12 | ( | 25.0% | ) | | 1 | ( | 2.1% | ) |
|
 |
15288
(99.7%) |
| harvest_date
[character] |
| 1. (Empty string) | | 2. 2016 | | 3. 2018-06-18 |
|
| 14695 | ( | 95.8% | ) | | 431 | ( | 2.8% | ) | | 210 | ( | 1.4% | ) |
|
 |
0
(0.0%) |
| season
[character] |
|
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
0
(0.0%) |
| is_survey
[logical] |
1. FALSE |
|
|
0
(0.0%) |
| treatment
[character] |
| 1. (Empty string) | | 2. drought | | 3. Irrigated |
|
| 11647 | ( | 75.9% | ) | | 2933 | ( | 19.1% | ) | | 756 | ( | 4.9% | ) |
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 1.7 (0.7) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 3 | | IQR (CV) : 1 (0.4) |
|
| 1 | : | 5500 | ( | 43.7% | ) | | 2 | : | 5505 | ( | 43.7% | ) | | 3 | : | 1581 | ( | 12.6% | ) |
|
 |
2750
(17.9%) |
| crop
[character] |
| 1. chickpea | | 2. common bean | | 3. cowpea | | 4. faba bean | | 5. grass pea | | 6. groundnut | | 7. pigeon pea | | 8. rice | | 9. sorghum | | 10. soybean |
|
| 18 | ( | 0.1% | ) | | 11015 | ( | 71.8% | ) | | 18 | ( | 0.1% | ) | | 72 | ( | 0.5% | ) | | 50 | ( | 0.3% | ) | | 2565 | ( | 16.7% | ) | | 216 | ( | 1.4% | ) | | 431 | ( | 2.8% | ) | | 741 | ( | 4.8% | ) | | 210 | ( | 1.4% | ) |
|
 |
0
(0.0%) |
| variety
[character] |
| 1. (Empty string) | | 2. Phule Vasudha | | 3. Phule Chitra | | 4. Local | | 5. SEA 5 | | 6. DOR 390 | | 7. SEA 15 | | 8. MIB465 | | 9. RWR2245 | | 10. DOR500 | | [ 1671 others ] |
|
| 449 | ( | 2.9% | ) | | 243 | ( | 1.6% | ) | | 110 | ( | 0.7% | ) | | 97 | ( | 0.6% | ) | | 72 | ( | 0.5% | ) | | 60 | ( | 0.4% | ) | | 60 | ( | 0.4% | ) | | 52 | ( | 0.3% | ) | | 52 | ( | 0.3% | ) | | 50 | ( | 0.3% | ) | | 14091 | ( | 91.9% | ) |
|
 |
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 ] |
|
| 14887 | ( | 97.1% | ) | | 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% | ) | | 395 | ( | 2.6% | ) |
|
 |
0
(0.0%) |
| variety_pedigree
[character] |
| 1. (Empty string) | | 2. S 88094-8-1 | | 3. Asha ( Check ) | | 4. Maruti ( Check ) | | 5. Selection from ILB44 | | 6. WS11-142xGiza4 | | 7. 104 GRDXFRAMIDA - H2 | | 8. IESV 23003 DL | | 9. IESV 23003 DLXN 13-H | | 10. IESV 23004 DLXN 13 - | | [ 59 others ] |
|
| 15172 | ( | 98.9% | ) | | 6 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 4 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 3 | ( | 0.0% | ) | | 130 | ( | 0.8% | ) |
|
 |
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 |
 |
14805
(96.5%) |
| dmy_total
[numeric] |
| Mean (sd) : 2389.2 (2021.4) | | min ≤ med ≤ max: | | 350 ≤ 1850 ≤ 12116.5 | | IQR (CV) : 1100 (0.8) |
|
72 distinct values |
 |
15108
(98.5%) |
| 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 |
 |
14872
(97.0%) |
| fwy_stems
[numeric] |
| Mean (sd) : 15669.7 (8567.9) | | min ≤ med ≤ max: | | 2844.4 ≤ 15611.7 ≤ 47251.5 | | IQR (CV) : 15063.7 (0.5) |
|
120 distinct values |
 |
15192
(99.1%) |
| fwy_storage
[integer] |
| Mean (sd) : 1991.2 (387.9) | | min ≤ med ≤ max: | | 1302 ≤ 1938.5 ≤ 2608 | | IQR (CV) : 470.8 (0.2) |
|
18 distinct values |
 |
15318
(99.9%) |
| fwy_total
[numeric] |
| Mean (sd) : 4464 (6363.6) | | min ≤ med ≤ max: | | 450 ≤ 3342 ≤ 80795.4 | | IQR (CV) : 1836.7 (1.4) |
|
3417 distinct values |
 |
10946
(71.4%) |
| fwy_residue
[numeric] |
| Mean (sd) : 2353.8 (757.3) | | min ≤ med ≤ max: | | 1117.5 ≤ 2200 ≤ 4743.8 | | IQR (CV) : 1014.9 (0.3) |
|
135 distinct values |
 |
15139
(98.7%) |
| yield_part
[character] |
| 1. aboveground biomass | | 2. grain | | 3. pod | | 4. seed |
|
| 144 | ( | 0.9% | ) | | 9520 | ( | 62.1% | ) | | 2181 | ( | 14.2% | ) | | 3491 | ( | 22.8% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 1239.2 (1208.4) | | min ≤ med ≤ max: | | 2.2 ≤ 1036.6 ≤ 28626.1 | | IQR (CV) : 1146.6 (1) |
|
10397 distinct values |
 |
609
(4.0%) |
| 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 |
 |
15286
(99.7%) |
| seed_weight
[numeric] |
| Mean (sd) : 234.2 (142.2) | | min ≤ med ≤ max: | | 10 ≤ 260 ≤ 644.5 | | IQR (CV) : 214.1 (0.6) |
|
1220 distinct values |
 |
12370
(80.7%) |
| fertilizer_type
[character] |
| 1. (Empty string) | | 2. DAP;urea;KCl | | 3. urea |
|
| 15192 | ( | 99.1% | ) | | 72 | ( | 0.5% | ) | | 72 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| fertilizer_dap
[character] |
| 1. (Empty string) | | 2. 0(20.7) | | 3. 0(50.4);21(66.7) |
|
| 15192 | ( | 99.1% | ) | | 72 | ( | 0.5% | ) | | 72 | ( | 0.5% | ) |
|
|
0
(0.0%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 76.9 (34.4) | | min ≤ med ≤ max: | | 18.6 ≤ 81.1 ≤ 192.5 | | IQR (CV) : 43.9 (0.4) |
|
424 distinct values |
 |
14761
(96.3%) |
| P_fertilizer
[numeric] |
| Min : 0 | | Mean : 2 | | Max : 16.1 |
|
2 distinct values |
 |
14760
(96.2%) |
| K_fertilizer
[numeric] |
| Min : 0 | | Mean : 2.5 | | Max : 19.9 |
|
2 distinct values |
|
14760
(96.2%) |
| S_fertilizer
[logical] |
|
|
|
15336
(100.0%) |
| inoculated
[logical] |
1. FALSE |
|
 |
805
(5.2%) |
| irrigated
[logical] |
|
|
 |
9096
(59.3%) |
| irrigation_method
[character] |
| 1. (Empty string) | | 2. furrow |
|
|
 |
0
(0.0%) |
| irrigation_number
[integer] |
| Mean (sd) : 3 (0.7) | | min ≤ med ≤ max: | | 1 ≤ 3 ≤ 6 | | IQR (CV) : 0 (0.2) |
|
| 1 | : | 72 | ( | 1.9% | ) | | 2 | : | 215 | ( | 5.7% | ) | | 3 | : | 3150 | ( | 83.8% | ) | | 4 | : | 216 | ( | 5.7% | ) | | 6 | : | 108 | ( | 2.9% | ) |
|
 |
11575
(75.5%) |
| irrigation_amount
[integer] |
1 distinct value |
|
|
11647
(75.9%) |
| land_prep_method
[character] |
| 1. (Empty string) | | 2. raised beds |
|
|
 |
0
(0.0%) |
| row_spacing
[integer] |
| Min : 60 | | Mean : 64.1 | | Max : 75 |
|
| 60 | : | 1008 | ( | 72.4% | ) | | 75 | : | 384 | ( | 27.6% | ) |
|
 |
13944
(90.9%) |
| 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 |
 |
13796
(90.0%) |
| 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 |
 |
14862
(96.9%) |
| plot_width
[numeric] |
| Mean (sd) : 5 (2.1) | | min ≤ med ≤ max: | | 0.5 ≤ 6 ≤ 6 | | IQR (CV) : 0 (0.4) |
|
3 distinct values |
 |
14862
(96.9%) |
| plant_spacing
[integer] |
| Mean (sd) : 7.7 (2.5) | | min ≤ med ≤ max: | | 7 ≤ 7 ≤ 20 | | IQR (CV) : 0 (0.3) |
|
| 7 | : | 3689 | ( | 87.5% | ) | | 10 | : | 384 | ( | 9.1% | ) | | 20 | : | 144 | ( | 3.4% | ) |
|
 |
11119
(72.5%) |
| seed_density
[integer] |
1 distinct value |
|
|
15286
(99.7%) |
| plant_density
[numeric] |
| Mean (sd) : 232610.7 (73734.3) | | min ≤ med ≤ max: | | 980.4 ≤ 267000 ≤ 267000 | | IQR (CV) : 27000 (0.3) |
|
58 distinct values |
 |
13550
(88.4%) |
| 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% | ) |
|
 |
14935
(97.4%) |
| flowering_days
[integer] |
| Mean (sd) : 43.4 (24) | | min ≤ med ≤ max: | | 20 ≤ 35 ≤ 126 | | IQR (CV) : 8 (0.6) |
|
82 distinct values |
 |
12857
(83.8%) |
| maturity_days
[integer] |
| Mean (sd) : 123.8 (36.4) | | min ≤ med ≤ max: | | 59 ≤ 112 ≤ 189 | | IQR (CV) : 71.2 (0.3) |
|
96 distinct values |
 |
14584
(95.1%) |
| harvest_days
[integer] |
1 distinct value |
|
|
15192
(99.1%) |
| plant_height
[numeric] |
| Mean (sd) : 145.8 (72.7) | | min ≤ med ≤ max: | | 43 ≤ 160 ≤ 370 | | IQR (CV) : 125.2 (0.5) |
|
137 distinct values |
 |
14648
(95.5%) |
| 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 |
 |
8611
(56.1%) |
| 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 |
 |
8608
(56.1%) |
| 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) | | [ 304 others ] |
|
| 14445 | ( | 94.2% | ) | | 76 | ( | 0.5% | ) | | 48 | ( | 0.3% | ) | | 19 | ( | 0.1% | ) | | 19 | ( | 0.1% | ) | | 14 | ( | 0.1% | ) | | 14 | ( | 0.1% | ) | | 13 | ( | 0.1% | ) | | 12 | ( | 0.1% | ) | | 12 | ( | 0.1% | ) | | 664 | ( | 4.3% | ) |
|
 |
0
(0.0%) |
| diseases
[character] |
| 1. (Empty string) | | 2. early leaf spot;late | | 3. late leaf spot | | 4. leaf blight;anthracn | | 5. rust | | 6. rust;late leaf spot | | 7. rust;late leaf spot; |
|
| 14397 | ( | 93.9% | ) | | 306 | ( | 2.0% | ) | | 288 | ( | 1.9% | ) | | 48 | ( | 0.3% | ) | | 96 | ( | 0.6% | ) | | 96 | ( | 0.6% | ) | | 105 | ( | 0.7% | ) |
|
 |
0
(0.0%) |
| LAI
[numeric] |
| Mean (sd) : 2.9 (1) | | min ≤ med ≤ max: | | 0 ≤ 2.8 ≤ 8.8 | | IQR (CV) : 1.3 (0.4) |
|
3123 distinct values |
 |
11566
(75.4%) |
| striga_damage
[logical] |
1. TRUE |
|
|
15288
(99.7%) |
| 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 |
 |
14513
(94.6%) |
| severity_scale
[character] |
|
|
|
0
(0.0%) |
| soil_pH
[numeric] |
1 distinct value |
1 distinct values |
|
15286
(99.7%) |
| soil_SOM
[numeric] |
1 distinct value |
1 distinct values |
|
15286
(99.7%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. silty loam |
|
|
 |
0
(0.0%) |