| plot_id
[integer] |
| Mean (sd) : 187.2 (123.9) | | min ≤ med ≤ max: | | 1 ≤ 168.5 ≤ 448 | | IQR (CV) : 195.5 (0.7) |
|
448 distinct values |
 |
29618
(97.8%) |
| planting_date
[character] |
| 1. 2012-09-27 | | 2. 2019-09-27 | | 3. 2005-09-26 | | 4. 2004-12-09 | | 5. 2004-09-28 | | 6. 2000-12-15 | | 7. 2005-12-14 | | 8. 2013-09-18 | | 9. 1999-12-15 | | 10. 2019-09-01 | | [ 83 others ] |
|
| 3145 | ( | 10.4% | ) | | 2748 | ( | 9.1% | ) | | 1616 | ( | 5.3% | ) | | 1578 | ( | 5.2% | ) | | 1300 | ( | 4.3% | ) | | 1235 | ( | 4.1% | ) | | 1101 | ( | 3.6% | ) | | 1064 | ( | 3.5% | ) | | 826 | ( | 2.7% | ) | | 720 | ( | 2.4% | ) | | 14957 | ( | 49.4% | ) |
|
 |
0
(0.0%) |
| harvest_date
[character] |
| 1. 2013-01-02 | | 2. 2020-01-09 | | 3. 2006-01-16 | | 4. 2005-01-19 | | 5. 2001-04-02 | | 6. 2014-01-02 | | 7. 2002-04-02 | | 8. 2006-04-03 | | 9. 2000-03-28 | | 10. 2005-04-04 | | [ 95 others ] |
|
| 3145 | ( | 10.4% | ) | | 2748 | ( | 9.1% | ) | | 1616 | ( | 5.3% | ) | | 1490 | ( | 4.9% | ) | | 1235 | ( | 4.1% | ) | | 1064 | ( | 3.5% | ) | | 916 | ( | 3.0% | ) | | 856 | ( | 2.8% | ) | | 826 | ( | 2.7% | ) | | 762 | ( | 2.5% | ) | | 15632 | ( | 51.6% | ) |
|
 |
0
(0.0%) |
| season
[character] |
| 1. (Empty string) | | 2. 2019-2020 |
|
|
 |
0
(0.0%) |
| on_farm
[logical] |
|
|
 |
0
(0.0%) |
| is_survey
[logical] |
1. FALSE |
|
 |
0
(0.0%) |
| treatment
[character] |
| 1. (Empty string) | | 2. varieties |
|
|
 |
0
(0.0%) |
| rep
[integer] |
| Mean (sd) : 2.1 (2.4) | | min ≤ med ≤ max: | | 1 ≤ 2 ≤ 47 | | IQR (CV) : 2 (1.1) |
|
47 distinct values |
 |
3156
(10.4%) |
| crop
[character] |
1. potato |
|
|
0
(0.0%) |
| variety
[character] |
| 1. CIP384866.5 | | 2. CIP720064 | | 3. CIP377744.1 | | 4. (Empty string) | | 5. Canchan | | 6. CIP393371.58 | | 7. CIP393280.64 | | 8. Unica | | 9. CIP393079.24 | | 10. CIP393339.242 | | [ 7985 others ] |
|
| 559 | ( | 1.8% | ) | | 502 | ( | 1.7% | ) | | 359 | ( | 1.2% | ) | | 296 | ( | 1.0% | ) | | 185 | ( | 0.6% | ) | | 151 | ( | 0.5% | ) | | 114 | ( | 0.4% | ) | | 114 | ( | 0.4% | ) | | 110 | ( | 0.4% | ) | | 110 | ( | 0.4% | ) | | 27790 | ( | 91.7% | ) |
|
 |
0
(0.0%) |
| variety_code
[character] |
| 1. (Empty string) | | 2. CIP720201 | | 3. CIP308478.59 | | 4. CIP308486.355 | | 5. CIP308488.198 | | 6. CIP308488.92 | | 7. CIP308495.227 | | 8. CIP384866.5 | | 9. CIP308427.194 | | 10. CIP308431.273 | | [ 67 others ] |
|
| 29915 | ( | 98.8% | ) | | 20 | ( | 0.1% | ) | | 16 | ( | 0.1% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 12 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 8 | ( | 0.0% | ) | | 263 | ( | 0.9% | ) |
|
 |
0
(0.0%) |
| yield_part
[character] |
|
| 720 | ( | 2.4% | ) | | 224 | ( | 0.7% | ) | | 29346 | ( | 96.9% | ) |
|
 |
0
(0.0%) |
| yield
[numeric] |
| Mean (sd) : 18994.2 (12161.8) | | min ≤ med ≤ max: | | 0 ≤ 17000 ≤ 163012.3 | | IQR (CV) : 15895.9 (0.6) |
|
6420 distinct values |
 |
9257
(30.6%) |
| yield_moisture
[numeric] |
| Mean (sd) : 27.6 (3.9) | | min ≤ med ≤ max: | | 16.1 ≤ 27.6 ≤ 40.2 | | IQR (CV) : 5.4 (0.1) |
|
727 distinct values |
 |
29141
(96.2%) |
| yield_marketable
[numeric] |
| Mean (sd) : 16830.6 (11175.1) | | min ≤ med ≤ max: | | 0 ≤ 15000 ≤ 88550.6 | | IQR (CV) : 15416.7 (0.7) |
|
5361 distinct values |
 |
11094
(36.6%) |
| N_fertilizer
[numeric] |
| Mean (sd) : 188.9 (19.4) | | min ≤ med ≤ max: | | 113.8 ≤ 200 ≤ 200 | | IQR (CV) : 20 (0.1) |
|
3 distinct values |
 |
28806
(95.1%) |
| P_fertilizer
[numeric] |
| Mean (sd) : 107.3 (58.6) | | min ≤ med ≤ max: | | 20.7 ≤ 78.6 ≤ 220 | | IQR (CV) : 110.1 (0.5) |
|
6 distinct values |
 |
28806
(95.1%) |
| K_fertilizer
[numeric] |
| Mean (sd) : 137.6 (35.2) | | min ≤ med ≤ max: | | 0 ≤ 132.8 ≤ 180 | | IQR (CV) : 27.2 (0.3) |
|
5 distinct values |
 |
28806
(95.1%) |
| inoculated
[logical] |
1. FALSE |
|
 |
27268
(90.0%) |
| irrigated
[logical] |
|
|
 |
2311
(7.6%) |
| row_spacing
[integer] |
| Min : 90 | | Mean : 96.7 | | Max : 100 |
|
| 90 | : | 6704 | ( | 32.8% | ) | | 100 | : | 13755 | ( | 67.2% | ) |
|
 |
9831
(32.5%) |
| plot_area
[numeric] |
1 distinct value |
1 distinct values |
|
30230
(99.8%) |
| plant_spacing
[integer] |
| Min : 25 | | Mean : 30 | | Max : 30 |
|
| 25 | : | 180 | ( | 0.9% | ) | | 30 | : | 20279 | ( | 99.1% | ) |
|
 |
9831
(32.5%) |
| plant_density
[numeric] |
| Mean (sd) : 34638.3 (1819) | | min ≤ med ≤ max: | | 33333.3 ≤ 33333.3 ≤ 40000 | | IQR (CV) : 3703.7 (0.1) |
|
| 33333.33 ! | : | 13063 | ( | 65.5% | ) | | 37037.04 ! | : | 60 | ( | 0.3% | ) | | 37037.04 ! | : | 6644 | ( | 33.3% | ) | | 40000.00 | : | 180 | ( | 0.9% | ) | | ! rounded |
|
|
10343
(34.1%) |
| harvest_days
[integer] |
1 distinct value |
|
|
29661
(97.9%) |
| pathogen
[character] |
| 1. (Empty string) | | 2. Phytophthora infesta |
|
|
 |
0
(0.0%) |
| AUDPC
[numeric] |
| Mean (sd) : 8.1 (7.5) | | min ≤ med ≤ max: | | 0 ≤ 5.4 ≤ 44.2 | | IQR (CV) : 9 (0.9) |
|
4147 distinct values |
 |
7780
(25.7%) |
| rAUDPC
[numeric] |
| Mean (sd) : 0.2 (0.2) | | min ≤ med ≤ max: | | 0 ≤ 0.2 ≤ 1 | | IQR (CV) : 0.2 (0.9) |
|
4489 distinct values |
 |
13613
(44.9%) |
| fungicide_used
[logical] |
1. TRUE |
|
|
29778
(98.3%) |
| fungicide_product
[character] |
| 1. (Empty string) | | 2. mancozeb |
|
|
 |
0
(0.0%) |
| country
[character] |
| 1. Ethiopia | | 2. Peru | | 3. Rwanda |
|
| 72 | ( | 0.2% | ) | | 30069 | ( | 99.3% | ) | | 149 | ( | 0.5% | ) |
|
 |
0
(0.0%) |
| adm1
[character] |
| 1. Pasco | | 2. Junin | | 3. Huancavelica | | 4. (Empty string) | | 5. La Libertad | | 6. Lima | | 7. Arequipa | | 8. Cajamarca | | 9. Huanuco | | 10. Huamachuco | | [ 2 others ] |
|
| 13590 | ( | 44.9% | ) | | 11504 | ( | 38.0% | ) | | 1554 | ( | 5.1% | ) | | 1220 | ( | 4.0% | ) | | 860 | ( | 2.8% | ) | | 548 | ( | 1.8% | ) | | 277 | ( | 0.9% | ) | | 242 | ( | 0.8% | ) | | 201 | ( | 0.7% | ) | | 117 | ( | 0.4% | ) | | 177 | ( | 0.6% | ) |
|
 |
0
(0.0%) |
| adm2
[character] |
| 1. Oxapampa | | 2. Concepcion | | 3. Chanchamayo | | 4. Huancayo | | 5. (Empty string) | | 6. Acobamba | | 7. Lima | | 8. Sanchez Carrion | | 9. Pataz | | 10. Huancavelica | | [ 9 others ] |
|
| 13590 | ( | 44.9% | ) | | 7856 | ( | 25.9% | ) | | 2142 | ( | 7.1% | ) | | 1476 | ( | 4.9% | ) | | 1454 | ( | 4.8% | ) | | 1224 | ( | 4.0% | ) | | 548 | ( | 1.8% | ) | | 467 | ( | 1.5% | ) | | 393 | ( | 1.3% | ) | | 330 | ( | 1.1% | ) | | 810 | ( | 2.7% | ) |
|
 |
0
(0.0%) |
| adm3
[character] |
| 1. Oxapampa | | 2. Mariscal Castilla | | 3. (Empty string) | | 4. San Ramon | | 5. Paucara | | 6. El Tambo | | 7. La Molina | | 8. Quilcas | | 9. San agustin | | 10. Conayca | | [ 15 others ] |
|
| 14212 | ( | 46.9% | ) | | 7856 | ( | 25.9% | ) | | 1967 | ( | 6.5% | ) | | 1496 | ( | 4.9% | ) | | 1224 | ( | 4.0% | ) | | 559 | ( | 1.8% | ) | | 548 | ( | 1.8% | ) | | 528 | ( | 1.7% | ) | | 294 | ( | 1.0% | ) | | 222 | ( | 0.7% | ) | | 1384 | ( | 4.6% | ) |
|
 |
0
(0.0%) |
| location
[character] |
| 1. Oxapampa | | 2. Viena | | 3. Cachupia | | 4. San Ramon | | 5. (Empty string) | | 6. Ccasapata | | 7. San Ramón | | 8. Santa Ana | | 9. La Molina | | 10. Quilcas | | [ 38 others ] |
|
| 13590 | ( | 44.9% | ) | | 5802 | ( | 19.2% | ) | | 2054 | ( | 6.8% | ) | | 1496 | ( | 4.9% | ) | | 1263 | ( | 4.2% | ) | | 858 | ( | 2.8% | ) | | 646 | ( | 2.1% | ) | | 559 | ( | 1.8% | ) | | 548 | ( | 1.8% | ) | | 336 | ( | 1.1% | ) | | 3138 | ( | 10.4% | ) |
|
 |
0
(0.0%) |
| geo_from_source
[logical] |
|
|
 |
0
(0.0%) |
| elevation
[integer] |
| Mean (sd) : 2106.2 (637.2) | | min ≤ med ≤ max: | | 244 ≤ 1810 ≤ 3970 | | IQR (CV) : 605 (0.3) |
|
25 distinct values |
 |
4790
(15.8%) |
| soil_pH
[numeric] |
| Mean (sd) : 5.5 (1.4) | | min ≤ med ≤ max: | | 3.6 ≤ 5.3 ≤ 7.6 | | IQR (CV) : 2.5 (0.3) |
|
7 distinct values |
 |
29051
(95.9%) |
| soil_sand
[numeric] |
| Mean (sd) : 48.5 (10.4) | | min ≤ med ≤ max: | | 31.3 ≤ 50 ≤ 63.4 | | IQR (CV) : 15 (0.2) |
|
7 distinct values |
 |
29051
(95.9%) |
| soil_clay
[numeric] |
| Mean (sd) : 23.6 (5.2) | | min ≤ med ≤ max: | | 16.1 ≤ 21 ≤ 30.3 | | IQR (CV) : 8.8 (0.2) |
|
7 distinct values |
 |
29051
(95.9%) |
| soil_silt
[numeric] |
| Mean (sd) : 27.9 (6) | | min ≤ med ≤ max: | | 20.4 ≤ 28.3 ≤ 40 | | IQR (CV) : 7.8 (0.2) |
|
7 distinct values |
 |
29528
(97.5%) |
| soil_texture
[character] |
| 1. (Empty string) | | 2. clay loam | | 3. loam | | 4. sandy loam |
|
| 29813 | ( | 98.4% | ) | | 248 | ( | 0.8% | ) | | 147 | ( | 0.5% | ) | | 82 | ( | 0.3% | ) |
|
 |
0
(0.0%) |
| soil_SOM
[numeric] |
| Mean (sd) : 5.2 (3.5) | | min ≤ med ≤ max: | | 0.8 ≤ 4.8 ≤ 10.3 | | IQR (CV) : 5.3 (0.7) |
|
7 distinct values |
 |
29051
(95.9%) |
| soil_N
[numeric] |
| Mean (sd) : 2.8 (2.4) | | min ≤ med ≤ max: | | 0 ≤ 3 ≤ 7.1 | | IQR (CV) : 4.3 (0.9) |
|
11 distinct values |
 |
29234
(96.5%) |
| soil_K
[numeric] |
| Mean (sd) : 169.4 (59.5) | | min ≤ med ≤ max: | | 77.6 ≤ 164.4 ≤ 271.5 | | IQR (CV) : 99.8 (0.4) |
|
7 distinct values |
 |
29729
(98.1%) |
| soil_K_exch
[numeric] |
| Mean (sd) : 1.2 (1.7) | | min ≤ med ≤ max: | | 0.3 ≤ 0.4 ≤ 4.9 | | IQR (CV) : 0.2 (1.4) |
|
6 distinct values |
 |
29813
(98.4%) |
| soil_P
[numeric] |
| Mean (sd) : 24.2 (14.7) | | min ≤ med ≤ max: | | 4.2 ≤ 24.9 ≤ 49.3 | | IQR (CV) : 20.1 (0.6) |
|
6 distinct values |
 |
29813
(98.4%) |
| soil_Ca
[numeric] |
| Mean (sd) : 7.1 (4.4) | | min ≤ med ≤ max: | | 2.2 ≤ 6.5 ≤ 16.9 | | IQR (CV) : 3.9 (0.6) |
|
6 distinct values |
 |
29612
(97.8%) |
| soil_Ca_exch
[numeric] |
| Mean (sd) : 8 (5.8) | | min ≤ med ≤ max: | | 0.8 ≤ 9.8 ≤ 16.8 | | IQR (CV) : 10.9 (0.7) |
|
6 distinct values |
 |
29813
(98.4%) |
| soil_Mg_exch
[numeric] |
| Mean (sd) : 1.1 (0.9) | | min ≤ med ≤ max: | | 0.1 ≤ 1.3 ≤ 2.8 | | IQR (CV) : 1.2 (0.8) |
|
6 distinct values |
 |
29813
(98.4%) |
| soil_B
[numeric] |
| Mean (sd) : 0.2 (0.2) | | min ≤ med ≤ max: | | 0.1 ≤ 0.1 ≤ 0.7 | | IQR (CV) : 0.1 (0.9) |
|
4 distinct values |
 |
29612
(97.8%) |
| soil_Fe
[numeric] |
| Mean (sd) : 87.7 (35.3) | | min ≤ med ≤ max: | | 37.5 ≤ 105.2 ≤ 140.8 | | IQR (CV) : 55.4 (0.4) |
|
6 distinct values |
 |
29612
(97.8%) |
| soil_S
[numeric] |
| Mean (sd) : 2.8 (3.6) | | min ≤ med ≤ max: | | 0.2 ≤ 1.5 ≤ 11.4 | | IQR (CV) : 0.9 (1.3) |
|
5 distinct values |
 |
29612
(97.8%) |
| soil_Zn
[numeric] |
| Mean (sd) : 1.8 (1.7) | | min ≤ med ≤ max: | | 0.5 ≤ 1.1 ≤ 5.2 | | IQR (CV) : 1.5 (0.9) |
|
6 distinct values |
 |
29612
(97.8%) |
| soil_Na_exch
[numeric] |
| Mean (sd) : 0 (0) | | min ≤ med ≤ max: | | 0 ≤ 0 ≤ 0.1 | | IQR (CV) : 0.1 (1) |
|
3 distinct values |
 |
29967
(98.9%) |
| soil_EC
[numeric] |
| Mean (sd) : 1.1 (0.5) | | min ≤ med ≤ max: | | 0.6 ≤ 1.1 ≤ 2.1 | | IQR (CV) : 0.3 (0.4) |
|
6 distinct values |
 |
29813
(98.4%) |
| soil_CEC
[numeric] |
| Mean (sd) : 5.6 (5.8) | | min ≤ med ≤ max: | | 0.6 ≤ 2.1 ≤ 18.8 | | IQR (CV) : 10.4 (1) |
|
13 distinct values |
 |
29051
(95.9%) |
| soil_BS
[numeric] |
| Mean (sd) : 47.9 (8.4) | | min ≤ med ≤ max: | | 32.6 ≤ 48 ≤ 58 | | IQR (CV) : 9.4 (0.2) |
|
6 distinct values |
 |
29813
(98.4%) |
| soil_CEC.1
[numeric] |
| Mean (sd) : 5.6 (5.8) | | min ≤ med ≤ max: | | 0.6 ≤ 2.1 ≤ 18.8 | | IQR (CV) : 10.4 (1) |
|
13 distinct values |
|
29051
(95.9%) |
| soil_ex_acidity
[logical] |
|
|
|
30290
(100.0%) |
| soil_WHC_sat
[logical] |
|
|
|
30290
(100.0%) |