This report describes the the Carob “varieties” group.

This dataset combines 49 standardized individual data sources. It has has 128052 records and 86 variables for 19 crops (barley, chickpea, common bean, cowpea, faba bean, grass pea, groundnut, lentil, lupin, oats, pea, pigeon pea, rapeseed, rice, sorghum, soybean, sweetpotato, triticale, wheat) in 19 countries (Australia, Benin, Burkina Faso, Colombia, Côte d’Ivoire, Ghana, Guinea, India, Kenya, Malawi, Mali, Mexico, Mozambique, Nigeria, Peru, Tanzania, Uganda, United States, Zambia).


These are the first 25 records:

records
dataset_id record_id trial_id plot_id planting_date flowering_date maturity_date harvest_date season on_farm is_survey treatment rep crop variety variety_code variety_pedigree variety_type variety_traits dmy_leaves dmy_storage dmy_total dmy_residue fwy_stems fwy_storage fwy_total fwy_residue yield_part yield fw_yield dm_yield yield_moisture yield_marketable seed_weight fertilizer_type fertilizer_dap N_fertilizer P_fertilizer K_fertilizer S_fertilizer inoculated irrigated irrigation_method irrigation_number irrigation_amount land_prep_method row_spacing plot_area plot_length plot_width plant_spacing seed_density plant_density emergence_days flowering_days maturity_days harvest_days plant_height leaf_Mg leaf_Ca leaf_Fe leaf_Zn grain_Fe grain_Zn grain_protein disease_severity diseases LAI harvest_index virus_severity striga_damage shelling_percentage severity_scale flesh_color country adm1 adm2 location site longitude latitude geo_uncertainty geo_from_source soil_pH soil_SOM soil_texture
doi_10.21223_ILCAZ7 1 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.01P NA NA NA NA NA NA 2267 2000 roots 267 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 11.765 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 2 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.03P NA NA NA NA NA NA 43333 43333 roots 0 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 0.000 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 3 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.04P NA NA NA NA NA NA 34667 33333 roots 1333 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA 3.846 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 4 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.05C NA NA NA NA NA NA NA NA roots NA NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA NA 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 5 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.05P NA NA NA NA NA NA 4600 3333 roots 1267 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 alternaria blight NA 27.536 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 6 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.06P NA NA NA NA NA NA 1733 1333 roots 400 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 23.077 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 7 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.07C NA NA NA NA NA NA 11333 10667 roots 667 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA 5.882 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 8 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.07P NA NA NA NA NA NA 867 600 roots 267 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 30.769 3 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 9 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.08C NA NA NA NA NA NA NA NA roots NA NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA NA 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 10 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.11P NA NA NA NA NA NA NA NA roots NA NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA NA 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 11 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.12P NA NA NA NA NA NA 3333 2667 roots 667 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 20.000 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 12 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.13C NA NA NA NA NA NA 130533 NA roots 13867 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA 10.623 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 13 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.13P NA NA NA NA NA NA 1467 1333 roots 133 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 9.091 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 14 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.14P NA NA NA NA NA NA 7867 6000 roots 1867 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 23.729 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 15 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.15C NA NA NA NA NA NA 38400 32667 roots 5733 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA 14.931 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 16 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.15P NA NA NA NA NA NA 34267 27333 roots 6933 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 20.233 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 17 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.16C NA NA NA NA NA NA 12667 10667 roots 2000 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA 15.789 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 18 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.17P NA NA NA NA NA NA 800 667 roots 133 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 16.667 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 19 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.18C NA NA NA NA NA NA 19600 10000 roots 9600 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 alternaria blight NA 48.980 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 20 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.18P NA NA NA NA NA NA 1467 667 roots 800 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 54.545 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 21 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.19C NA NA NA NA NA NA 32933 30000 roots 2933 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 8.907 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 22 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.19P NA NA NA NA NA NA 733 667 roots 67 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 9.091 2 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 23 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.20C NA NA NA NA NA NA 6800 4000 roots 2800 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA alternaria blight NA 41.176 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 24 Kachwekano-2013A NA 2013 NA NA TRUE FALSE polycross NA sweetpotato 1.20P NA NA NA NA NA NA 13067 10667 roots 2400 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 18.367 3 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA
doi_10.21223_ILCAZ7 25 Kachwekano-2013A NA 2013 NA NA TRUE FALSE controlled cross NA sweetpotato 1.21C NA NA NA NA NA NA 53200 45333 roots 7867 NA NA NA NA NA NA NA NA NA FALSE NA NA NA 100 NA NA NA 30 NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 alternaria blight NA 14.787 1 NA NA 1-9 Uganda Kachwekano 29.9504 -1.2558 NA FALSE NA NA


You can see the contributing datasets here if you use the search term for [varieties].


We have 128052 observations, for which we have 4946 unique mapped locations. 135 records do not have coordinates.


The data are further summarized in the table below

Variable Stats / Values Freqs (% of Valid) Graph Missing
plot_id [integer]
Mean (sd) : 216.6 (87.6)
min ≤ med ≤ max:
101 ≤ 211 ≤ 418
IQR (CV) : 192 (0.4)
114 distinct values 127398 (99.5%)
planting_date [character]
1. 2016
2. 2013
3. 2017
4. 2018
5. 2015
6. 2001
7. 2009-10
8. 2007
9. 2003
10. 2004
[ 741 others ]
4100(3.2%)
2593(2.0%)
2435(1.9%)
1502(1.2%)
1181(0.9%)
985(0.8%)
981(0.8%)
941(0.7%)
726(0.6%)
726(0.6%)
111882(87.4%)
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 128004 (100.0%)
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%)
128004 (100.0%)
harvest_date [character]
1. (Empty string)
2. 2010-03
3. 2009-11-17
4. 2014-11-11
5. 2011-11-01
6. 2012-11-22
7. 2009-12-02
8. 2012-11-01
9. 2013-12-03
10. 2008-12-04
[ 833 others ]
21218(16.6%)
981(0.8%)
616(0.5%)
602(0.5%)
568(0.4%)
549(0.4%)
542(0.4%)
532(0.4%)
523(0.4%)
507(0.4%)
101414(79.2%)
0 (0.0%)
season [character]
1. (Empty string)
2. Wet
127621(99.7%)
431(0.3%)
0 (0.0%)
on_farm [logical]
1. FALSE
2. TRUE
2918(2.3%)
125134(97.7%)
0 (0.0%)
is_survey [logical] 1. FALSE
128052(100.0%)
0 (0.0%)
treatment [character]
1. (Empty string)
2. controlled cross
3. drought
4. Irrigated
5. none
6. polycross
122347(95.5%)
1006(0.8%)
2933(2.3%)
756(0.6%)
152(0.1%)
858(0.7%)
0 (0.0%)
rep [integer]
Mean (sd) : 2 (2.9)
min ≤ med ≤ max:
1 ≤ 2 ≤ 47
IQR (CV) : 1 (1.4)
41 distinct values 109252 (85.3%)
crop [character]
1. wheat
2. rapeseed
3. barley
4. common bean
5. sweetpotato
6. oats
7. pea
8. chickpea
9. lupin
10. groundnut
[ 9 others ]
53490(41.8%)
15317(12.0%)
13307(10.4%)
11015(8.6%)
7461(5.8%)
3884(3.0%)
3820(3.0%)
3692(2.9%)
2752(2.1%)
2565(2.0%)
10749(8.4%)
0 (0.0%)
variety [character]
1. ega_gregory
2. yitpi
3. (Empty string)
4. mace
5. corack
6. emu_rock
7. estoc
8. wyalkatchem
9. magenta
10. grenade_cl_plus
[ 3589 others ]
909(0.7%)
865(0.7%)
838(0.7%)
810(0.6%)
789(0.6%)
784(0.6%)
784(0.6%)
780(0.6%)
712(0.6%)
675(0.5%)
120106(93.8%)
0 (0.0%)
variety_code [character]
1. (Empty string)
2. CIP105058.2
3. CIP105085.2
4. CIP105086.1
5. CIP105228.1
6. CIP105240.1
7. CIP105523.1
8. CIP187016.1
9. CIP187016.2
10. CIP187017.1
[ 136 others ]
126679(98.9%)
40(0.0%)
40(0.0%)
40(0.0%)
40(0.0%)
40(0.0%)
40(0.0%)
40(0.0%)
40(0.0%)
40(0.0%)
1013(0.8%)
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 ]
127888(99.9%)
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(0.1%)
0 (0.0%)
variety_type [character]
1. (Empty string)
2. check
3. female tester
4. hybrid
5. line
6. sg line
7. tall mutant
126445(98.7%)
24(0.0%)
4(0.0%)
1369(1.1%)
196(0.2%)
13(0.0%)
1(0.0%)
0 (0.0%)
variety_traits [character]
1. (Empty string)
2. maturity=1.4
3. maturity=0.2
4. maturity=0.5
5. maturity=0.9
6. maturity=2.1
7. maturity=2.6
8. maturity=3
9. maturity=3.8
10. maturity=4.1
[ 10 others ]
127470(99.5%)
50(0.0%)
34(0.0%)
34(0.0%)
34(0.0%)
34(0.0%)
34(0.0%)
34(0.0%)
34(0.0%)
34(0.0%)
260(0.2%)
0 (0.0%)
dmy_leaves [numeric]
Mean (sd) : 15576.6 (13504.7)
min ≤ med ≤ max:
0 ≤ 12088.5 ≤ 83333.3
IQR (CV) : 13262.1 (0.9)
353 distinct values 126762 (99.0%)
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 127521 (99.6%)
dmy_total [numeric]
Mean (sd) : 26267.2 (22250.6)
min ≤ med ≤ max:
0 ≤ 21000 ≤ 1e+05
IQR (CV) : 31000 (0.8)
743 distinct values 126274 (98.6%)
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 127588 (99.6%)
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 127908 (99.9%)
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 128034 (100.0%)
fwy_total [numeric]
Mean (sd) : 13083.7 (19508.1)
min ≤ med ≤ max:
0 ≤ 4071.7 ≤ 151000
IQR (CV) : 12589.7 (1.5)
4206 distinct values 121407 (94.8%)
fwy_residue [numeric]
Mean (sd) : 12959 (13617.3)
min ≤ med ≤ max:
0 ≤ 9266.5 ≤ 111333
IQR (CV) : 15333 (1.1)
905 distinct values 123214 (96.2%)
yield_part [character]
1. (Empty string)
2. aboveground biomass
3. grain
4. pod
5. roots
6. seed
7. tubers
102868(80.3%)
144(0.1%)
11907(9.3%)
2181(1.7%)
6663(5.2%)
3491(2.7%)
798(0.6%)
0 (0.0%)
yield [numeric]
Mean (sd) : 3163.1 (3219.3)
min ≤ med ≤ max:
0 ≤ 2640 ≤ 75867
IQR (CV) : 2270 (1)
13864 distinct values 1699 (1.3%)
fw_yield [numeric]
Mean (sd) : 9178 (3052.8)
min ≤ med ≤ max:
1986.5 ≤ 9182 ≤ 16811.7
IQR (CV) : 4351.3 (0.3)
501 distinct values 127550 (99.6%)
dm_yield [numeric]
Mean (sd) : 7898.6 (2549.6)
min ≤ med ≤ max:
1836 ≤ 7877.9 ≤ 14350.2
IQR (CV) : 3593.5 (0.3)
453 distinct values 127598 (99.6%)
yield_moisture [numeric]
Mean (sd) : 16 (12.5)
min ≤ med ≤ max:
6.2 ≤ 12.3 ≤ 68.8
IQR (CV) : 3.9 (0.8)
226 distinct values 127546 (99.6%)
yield_marketable [numeric]
Mean (sd) : 8507.3 (11194.2)
min ≤ med ≤ max:
0 ≤ 5000 ≤ 55555.6
IQR (CV) : 7833.3 (1.3)
637 distinct values 125058 (97.7%)
seed_weight [numeric]
Mean (sd) : 212.4 (146.3)
min ≤ med ≤ max:
10 ≤ 238.6 ≤ 644.5
IQR (CV) : 266.6 (0.7)
1322 distinct values 124678 (97.4%)
fertilizer_type [character]
1. (Empty string)
2. DAP;urea;KCl
3. urea
127908(99.9%)
72(0.1%)
72(0.1%)
0 (0.0%)
fertilizer_dap [character]
1. (Empty string)
2. 0(20.7)
3. 0(50.4);21(66.7)
127908(99.9%)
72(0.1%)
72(0.1%)
0 (0.0%)
N_fertilizer [numeric]
Mean (sd) : 29.7 (110.5)
min ≤ med ≤ max:
0 ≤ 18 ≤ 2998
IQR (CV) : 27.5 (3.7)
758 distinct values 34300 (26.8%)
P_fertilizer [numeric]
Mean (sd) : 16.8 (43.7)
min ≤ med ≤ max:
0 ≤ 15.8 ≤ 2120
IQR (CV) : 8 (2.6)
176 distinct values 32863 (25.7%)
K_fertilizer [numeric]
Mean (sd) : 24.8 (28.4)
min ≤ med ≤ max:
0 ≤ 0 ≤ 58.1
IQR (CV) : 58.1 (1.1)
3 distinct values 125376 (97.9%)
S_fertilizer [numeric]
Mean (sd) : 8.7 (58.5)
min ≤ med ≤ max:
0 ≤ 2.8 ≤ 1760
IQR (CV) : 4 (6.7)
241 distinct values 38059 (29.7%)
inoculated [logical] 1. FALSE
19681(100.0%)
108371 (84.6%)
irrigated [logical]
1. FALSE
2. TRUE
6253(72.1%)
2424(27.9%)
119375 (93.2%)
irrigation_method [character]
1. (Empty string)
2. furrow
125442(98.0%)
2610(2.0%)
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%)
124291 (97.1%)
irrigation_amount [integer] 1 distinct value
35:3689(100.0%)
124363 (97.1%)
land_prep_method [character]
1. (Empty string)
2. conventional
3. minimum tillage
4. raised beds
5. reduced tillage
127348(99.5%)
366(0.3%)
180(0.1%)
50(0.0%)
108(0.1%)
0 (0.0%)
row_spacing [integer]
Mean (sd) : 86 (14.8)
min ≤ med ≤ max:
60 ≤ 90 ≤ 100
IQR (CV) : 25 (0.2)
60:1008(14.2%)
75:1991(28.0%)
90:981(13.8%)
100:3135(44.1%)
120937 (94.4%)
plot_area [numeric]
Mean (sd) : 11.1 (3)
min ≤ med ≤ max:
7 ≤ 10 ≤ 18
IQR (CV) : 4 (0.3)
14 distinct values 124021 (96.9%)
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 127578 (99.6%)
plot_width [numeric]
Mean (sd) : 5 (2.1)
min ≤ med ≤ max:
0.5 ≤ 6 ≤ 6
IQR (CV) : 0 (0.4)
3 distinct values 127578 (99.6%)
plant_spacing [integer]
Mean (sd) : 18.7 (11.3)
min ≤ med ≤ max:
7 ≤ 20 ≤ 30
IQR (CV) : 23 (0.6)
7:3689(44.3%)
10:384(4.6%)
20:144(1.7%)
30:4116(49.4%)
119719 (93.5%)
seed_density [integer]
Mean (sd) : 403878.2 (89856.9)
min ≤ med ≤ max:
333333 ≤ 370650 ≤ 592800
IQR (CV) : 37900 (0.2)
333333:50(7.1%)
345800:216(30.7%)
370650:96(13.6%)
382000:108(15.3%)
383700:108(15.3%)
592800:126(17.9%)
127348 (99.5%)
plant_density [numeric]
Mean (sd) : 102524.3 (113499.3)
min ≤ med ≤ max:
0 ≤ 30000 ≤ 267000
IQR (CV) : 226333.3 (1.1)
213 distinct values 123440 (96.4%)
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%)
127651 (99.7%)
flowering_days [integer]
Mean (sd) : 52.2 (22.6)
min ≤ med ≤ max:
20 ≤ 48 ≤ 126
IQR (CV) : 35 (0.4)
103 distinct values 124003 (96.8%)
maturity_days [integer]
Mean (sd) : 124.7 (34.1)
min ≤ med ≤ max:
59 ≤ 117 ≤ 189
IQR (CV) : 56.5 (0.3)
110 distinct values 127174 (99.3%)
harvest_days [integer] 1 distinct value
80:144(100.0%)
127908 (99.9%)
plant_height [numeric]
Mean (sd) : 119.2 (43.9)
min ≤ med ≤ max:
43 ≤ 110 ≤ 370
IQR (CV) : 20 (0.4)
200 distinct values 125631 (98.1%)
leaf_Mg [numeric]
Mean (sd) : 105.8 (20.2)
min ≤ med ≤ max:
56.8 ≤ 103.1 ≤ 187.5
IQR (CV) : 25.3 (0.2)
792 distinct values 127260 (99.4%)
leaf_Ca [numeric]
Mean (sd) : 116.1 (62.5)
min ≤ med ≤ max:
0 ≤ 110.3 ≤ 405.9
IQR (CV) : 83.1 (0.5)
787 distinct values 127260 (99.4%)
leaf_Fe [numeric]
Mean (sd) : 1.7 (0.4)
min ≤ med ≤ max:
0.6 ≤ 1.7 ≤ 3.2
IQR (CV) : 0.5 (0.2)
792 distinct values 127260 (99.4%)
leaf_Zn [numeric]
Mean (sd) : 1.3 (0.2)
min ≤ med ≤ max:
0.7 ≤ 1.3 ≤ 2.2
IQR (CV) : 0.3 (0.2)
792 distinct values 127260 (99.4%)
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 121327 (94.7%)
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 121324 (94.7%)
grain_protein [numeric]
Mean (sd) : 35.1 (1.3)
min ≤ med ≤ max:
32.2 ≤ 35.1 ≤ 39.2
IQR (CV) : 1.7 (0)
191 distinct values 127808 (99.8%)
disease_severity [character]
1. (Empty string)
2. 1
3. 2
4. 3
5. 2(1-9);1(1-9);1(1-9)
6. NA;NA
7. 4
8. 3(1-9);2(1-9);1(1-9)
9. 3(1-9);2(1-9);2(1-9)
10. 5
[ 313 others ]
123652(96.6%)
2456(1.9%)
854(0.7%)
146(0.1%)
76(0.1%)
48(0.0%)
38(0.0%)
19(0.0%)
19(0.0%)
17(0.0%)
727(0.6%)
0 (0.0%)
diseases [character]
1. (Empty string)
2. alternaria blight
3. early leaf spot;late
4. late leaf spot
5. leaf blight;anthracn
6. rust
7. rust;late leaf spot
8. rust;late leaf spot;
123208(96.2%)
3905(3.0%)
306(0.2%)
288(0.2%)
48(0.0%)
96(0.1%)
96(0.1%)
105(0.1%)
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 124282 (97.1%)
harvest_index [numeric]
Mean (sd) : 38.7 (24.5)
min ≤ med ≤ max:
0 ≤ 38.3 ≤ 100
IQR (CV) : 36 (0.6)
927 distinct values 126492 (98.8%)
virus_severity [character]
1. (Empty string)
2. .
3. 1
4. 2
5. 3
6. 4
7. 5
8. 6
9. 7
10. 8
124550(97.3%)
1(0.0%)
1751(1.4%)
1247(1.0%)
368(0.3%)
81(0.1%)
24(0.0%)
18(0.0%)
8(0.0%)
4(0.0%)
0 (0.0%)
striga_damage [logical] 1. TRUE
48(100.0%)
128004 (100.0%)
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 127229 (99.4%)
severity_scale [character]
1. (Empty string)
2. 1-9
124099(96.9%)
3953(3.1%)
0 (0.0%)
flesh_color [character]
1. (Empty string)
2. cream
3. dark cream
4. dark orange
5. dark yellow
6. intermediate orange
7. pale orange
8. pale yellow
9. strongly pigmented
10. white
127118(99.3%)
288(0.2%)
62(0.0%)
218(0.2%)
43(0.0%)
108(0.1%)
116(0.1%)
67(0.1%)
13(0.0%)
19(0.0%)
0 (0.0%)
country [character]
1. Australia
2. Uganda
3. Colombia
4. India
5. Mozambique
6. Tanzania
7. Ghana
8. Peru
9. United States
10. Nigeria
[ 9 others ]
104475(81.6%)
10248(8.0%)
3689(2.9%)
2823(2.2%)
1913(1.5%)
1129(0.9%)
1119(0.9%)
798(0.6%)
654(0.5%)
537(0.4%)
667(0.5%)
0 (0.0%)
adm1 [character]
1. New South Wales
2. West Australia
3. South Australia
4. (Empty string)
5. Victoria
6. Queensland
7. Telangana
8. Maputo
9. Maharashtra
10. Virginia
[ 12 others ]
30635(23.9%)
25198(19.7%)
22624(17.7%)
19577(15.3%)
17613(13.8%)
8267(6.5%)
1624(1.3%)
658(0.5%)
417(0.3%)
180(0.1%)
1259(1.0%)
0 (0.0%)
adm2 [character]
1. (Empty string)
2. Ahmednagar
3. Hyderabad
4. Pune
5. Solapur
127117(99.3%)
228(0.2%)
486(0.4%)
120(0.1%)
101(0.1%)
0 (0.0%)
location [character]
1. (Empty string)
2. Kawanda
3. Palmira
4. Kachwekano
5. Patancheru
6. Namulong
7. Kitengule
8. Umbeluzi
9. ICRISAT Patancheru
10. Biloela
[ 125 others ]
103008(80.4%)
3957(3.1%)
3689(2.9%)
3560(2.8%)
1234(1.0%)
1105(0.9%)
1065(0.8%)
907(0.7%)
486(0.4%)
360(0.3%)
8681(6.8%)
0 (0.0%)
site [character]
1. (Empty string)
2. CIAT campus
3. ICRISAT campus
125403(97.9%)
1511(1.2%)
1138(0.9%)
0 (0.0%)
geo_uncertainty [integer] 1 distinct value
1500:1138(100.0%)
126914 (99.1%)
geo_from_source [logical]
1. FALSE
2. TRUE
20691(16.2%)
107361(83.8%)
0 (0.0%)
soil_pH [numeric] 1 distinct value 1 distinct values 128002 (100.0%)
soil_SOM [numeric] 1 distinct value 1 distinct values 128002 (100.0%)
soil_texture [character]
1. (Empty string)
2. silty loam
128002(100.0%)
50(0.0%)
0 (0.0%)