This report describes the the Carob “varieties” group.

This dataset combines 67 standardized individual data sources. It has has 146043 records and 104 variables for 21 crops (, barley, chickpea, common bean, cowpea, faba bean, grass pea, groundnut, lentil, lupin, oats, pea, pigeon pea, potato, rapeseed, rice, sorghum, soybean, sweetpotato, triticale, wheat) in 21 countries (, Australia, Benin, Burkina Faso, Colombia, Côte d’Ivoire, Ethiopia, 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_stems dmy_leaves dmy_storage dmy_total dmy_residue fwy_stems fwy_leaves fwy_storage fwy_total fwy_residue yield_part yield yield_moisture yield_isfresh yield_marketable seed_weight fertilizer_type fertilizer_dap N_fertilizer P_fertilizer K_fertilizer S_fertilizer gypsum 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 AUDPC leaf_Mg leaf_Ca leaf_Fe leaf_Zn grain_Fe grain_Zn grain_protein residue_N disease_severity severity_scale seed_treatment stress LAI harvest_index virus_severity striga_damage bird_damage shelling_percentage flesh_color country adm1 adm2 adm3 location site longitude latitude geo_uncertainty geo_from_source elevation soil_pH soil_SOM soil_texture soil_N soil_K soil_P soil_Ca soil_Mg soil_Fe soil_Zn temp tmin tmax
doi_10.21223_BYNPRW 1 PTPVS062018_HOLE_exp1 1 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312923.634 NA NA NA NA NA NA NA NA NA NA tubers 46.29167 NA NA 42.77778 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 2 PTPVS062018_HOLE_exp1 2 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312920.515 NA NA NA NA NA NA NA NA NA NA tubers 64.48611 NA NA 62.69444 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 3 PTPVS062018_HOLE_exp1 3 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312920.524 NA NA NA NA NA NA NA NA NA NA tubers 45.16667 NA NA 42.04167 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 4 PTPVS062018_HOLE_exp1 4 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312920.532 NA NA NA NA NA NA NA NA NA NA tubers 44.32222 NA NA 41.01667 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 5 PTPVS062018_HOLE_exp1 5 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312921.543 NA NA NA NA NA NA NA NA NA NA tubers 35.36111 NA NA 33.52778 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 6 PTPVS062018_HOLE_exp1 6 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312921.603 NA NA NA NA NA NA NA NA NA NA tubers 44.37500 NA NA 42.48611 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 7 PTPVS062018_HOLE_exp1 7 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312922.528 NA NA NA NA NA NA NA NA NA NA tubers 61.62500 NA NA 59.08333 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 8 PTPVS062018_HOLE_exp1 8 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312927.593 NA NA NA NA NA NA NA NA NA NA tubers 58.06944 NA NA 57.25000 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 9 PTPVS062018_HOLE_exp1 9 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312927.618 NA NA NA NA NA NA NA NA NA NA tubers 51.87500 NA NA 50.30556 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 10 PTPVS062018_HOLE_exp1 10 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312920.563 NA NA NA NA NA NA NA NA NA NA tubers 43.12500 NA NA 41.18056 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 11 PTPVS062018_HOLE_exp1 11 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312920.629 NA NA NA NA NA NA NA NA NA NA tubers 43.20833 NA NA 41.18056 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 12 PTPVS062018_HOLE_exp1 12 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312921.525 NA NA NA NA NA NA NA NA NA NA tubers 49.98611 NA NA 46.81944 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 13 PTPVS062018_HOLE_exp1 13 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312921.651 NA NA NA NA NA NA NA NA NA NA tubers 44.60833 NA NA 43.56667 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 14 PTPVS062018_HOLE_exp1 14 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312921.663 NA NA NA NA NA NA NA NA NA NA tubers 42.33333 NA NA 40.43056 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 15 PTPVS062018_HOLE_exp1 15 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP312927.610 NA NA NA NA NA NA NA NA NA NA tubers 43.52778 NA NA 40.23611 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 16 PTPVS062018_HOLE_exp1 16 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato CIP384321.19 NA NA NA NA NA NA NA NA NA NA tubers 41.54167 NA NA 38.22222 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 17 PTPVS062018_HOLE_exp1 17 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato Dagim NA NA NA NA NA NA NA NA NA NA tubers 39.72222 NA NA 39.00000 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 18 PTPVS062018_HOLE_exp1 18 2018-06-20 NA NA 2018-10-12 TRUE FALSE 1 potato Gudenie NA NA NA NA NA NA NA NA NA NA tubers 29.95833 NA NA 25.91667 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 19 PTPVS062018_HOLE_exp1 19 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312920.515 NA NA NA NA NA NA NA NA NA NA tubers 55.97222 NA NA 55.00000 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 20 PTPVS062018_HOLE_exp1 20 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312927.618 NA NA NA NA NA NA NA NA NA NA tubers 37.73611 NA NA 36.33333 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 21 PTPVS062018_HOLE_exp1 21 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312923.634 NA NA NA NA NA NA NA NA NA NA tubers 32.12500 NA NA 29.91667 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 22 PTPVS062018_HOLE_exp1 22 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312920.563 NA NA NA NA NA NA NA NA NA NA tubers 110.54167 NA NA 87.76389 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 23 PTPVS062018_HOLE_exp1 23 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312920.524 NA NA NA NA NA NA NA NA NA NA tubers 67.86111 NA NA 65.29167 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 24 PTPVS062018_HOLE_exp1 24 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312927.593 NA NA NA NA NA NA NA NA NA NA tubers 49.43056 NA NA 48.23611 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA
doi_10.21223_BYNPRW 25 PTPVS062018_HOLE_exp1 25 2018-06-20 NA NA 2018-10-12 TRUE FALSE 2 potato CIP312920.532 NA NA NA NA NA NA NA NA NA NA tubers 44.77778 NA NA 41.36111 NA NA NA NA NA NA NA NA NA NA 75 0.00018 NA NA 30 NA 44444.44 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA Ethiopia Oromiya Finifine zuria Wolmera Holetta 38.38333 8.88333 NA TRUE 2400 NA NA NA NA NA NA NA NA NA NA NA NA


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


We have 146043 observations, for which we have 4969 unique mapped locations. 6195 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) : 5459.1 (28213.7)
min ≤ med ≤ max:
1 ≤ 190 ≤ 163180
IQR (CV) : 404 (5.2)
2121 distinct values 128826 (88.2%)
planting_date [character]
1. 2016
2. 2017
3. 2013
4. 2015
5. 2018
6. 2012
7. 2001
8. 2009-10
9. 2007
10. 2014
[ 783 others ]
7090(4.9%)
5315(3.6%)
2593(1.8%)
1795(1.2%)
1502(1.0%)
1387(0.9%)
985(0.7%)
981(0.7%)
941(0.6%)
932(0.6%)
122522(83.9%)
0 (0.0%)
flowering_date [IDate, Date]
min : 2005-12-27
med : 2016-05-25
max : 2018-10-31
range : 12y 10m 4d
206 distinct values 141519 (96.9%)
maturity_date [IDate, Date]
min : 2014-07-06
med : 2016-01-09
max : 2018-06-09
range : 3y 11m 3d
196 distinct values 141936 (97.2%)
harvest_date [character]
1. (Empty string)
2. 2010-03
3. 2009-11-17
4. 2014-11-11
5. 2018-04-04
6. 2011-11-01
7. 2012-11-22
8. 2009-12-02
9. 2017-04-27
10. 2012-11-01
[ 838 others ]
36613(25.1%)
981(0.7%)
616(0.4%)
602(0.4%)
576(0.4%)
568(0.4%)
549(0.4%)
542(0.4%)
540(0.4%)
532(0.4%)
103924(71.2%)
0 (0.0%)
season [character]
1. (Empty string)
2. Wet
145612(99.7%)
431(0.3%)
0 (0.0%)
on_farm [logical]
1. FALSE
2. TRUE
10825(7.4%)
134873(92.6%)
345 (0.2%)
is_survey [logical] 1. FALSE
145743(100.0%)
300 (0.2%)
treatment [character]
1. (Empty string)
2. controlled cross
3. drought
4. Irrigated
5. none
6. polycross
140338(96.1%)
1006(0.7%)
2933(2.0%)
756(0.5%)
152(0.1%)
858(0.6%)
0 (0.0%)
rep [integer]
Mean (sd) : 1.9 (2.2)
min ≤ med ≤ max:
1 ≤ 2 ≤ 47
IQR (CV) : 1 (1.2)
41 distinct values 110554 (75.7%)
crop [character]
1. wheat
2. common bean
3. rapeseed
4. barley
5. sweetpotato
6. sorghum
7. oats
8. pea
9. chickpea
10. groundnut
[ 11 others ]
53490(36.6%)
18796(12.9%)
15317(10.5%)
13307(9.1%)
13221(9.1%)
4727(3.2%)
3884(2.7%)
3820(2.6%)
3818(2.6%)
3570(2.4%)
12093(8.3%)
0 (0.0%)
variety [character]
1. (Empty string)
2. ega_gregory
3. yitpi
4. mace
5. corack
6. emu_rock
7. estoc
8. wyalkatchem
9. magenta
10. grenade_cl_plus
[ 6054 others ]
1964(1.3%)
909(0.6%)
865(0.6%)
810(0.6%)
789(0.5%)
784(0.5%)
784(0.5%)
780(0.5%)
712(0.5%)
675(0.5%)
136971(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
[ 340 others ]
143846(98.5%)
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%)
1837(1.3%)
0 (0.0%)
variety_pedigree [character]
1. (Empty string)
2. S 88094-8-1
3. (PU216A X PRL984098
4. (PU216A X PRL984104
5. (TX623A X P-1627 SZZ
6. (TX623A X PRL984098
7. (TX623A X PRL984104
8. (TX631A X PRL984098
9. (TX631A X PRL984104
10. (TX631A X PRL984183
[ 288 others ]
145007(99.3%)
6(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
4(0.0%)
998(0.7%)
0 (0.0%)
variety_type [character]
1. (Empty string)
2. check
3. female tester
4. hybrid
5. KB14DG
6. line
7. MI14DGPO
8. MI14EHYPH
9. MI15White
10. sg line
11. tall mutant
143596(98.3%)
24(0.0%)
4(0.0%)
1369(0.9%)
407(0.3%)
196(0.1%)
408(0.3%)
9(0.0%)
16(0.0%)
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 ]
145461(99.6%)
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_stems [numeric]
Mean (sd) : 1774.2 (1837.5)
min ≤ med ≤ max:
1 ≤ 2000 ≤ 7600
IQR (CV) : 3397.5 (1)
323 distinct values 145047 (99.3%)
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 144753 (99.1%)
dmy_storage [numeric]
Mean (sd) : 1593.5 (2225.4)
min ≤ med ≤ max:
35 ≤ 1010 ≤ 15672.8
IQR (CV) : 844.7 (1.4)
490 distinct values 145467 (99.6%)
dmy_total [numeric]
Mean (sd) : 25604.3 (22324.6)
min ≤ med ≤ max:
0 ≤ 20403.8 ≤ 1e+05
IQR (CV) : 30883.9 (0.9)
788 distinct values 144217 (98.7%)
dmy_residue [numeric]
Mean (sd) : 2170.9 (806.2)
min ≤ med ≤ max:
185.7 ≤ 2000 ≤ 10000
IQR (CV) : 728.3 (0.4)
264 distinct values 145534 (99.7%)
fwy_stems [numeric]
Mean (sd) : 4860 (6071.7)
min ≤ med ≤ max:
1.6 ≤ 4400 ≤ 47251.5
IQR (CV) : 6994.8 (1.2)
596 distinct values 144875 (99.2%)
fwy_leaves [numeric]
Mean (sd) : 11377.1 (14067.4)
min ≤ med ≤ max:
0 ≤ 6666.7 ≤ 55000
IQR (CV) : 13666.7 (1.2)
186 distinct values 140380 (96.1%)
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 146025 (100.0%)
fwy_total [numeric]
Mean (sd) : 17565.5 (23403.4)
min ≤ med ≤ max:
0 ≤ 5500 ≤ 151000
IQR (CV) : 22481.7 (1.3)
5245 distinct values 133492 (91.4%)
fwy_residue [numeric]
Mean (sd) : 12882.4 (13587.6)
min ≤ med ≤ max:
0 ≤ 9020 ≤ 111333
IQR (CV) : 15333 (1.1)
938 distinct values 141165 (96.7%)
yield_part [character]
1. (Empty string)
2. aboveground biomass
3. grain
4. pod
5. roots
6. seed
7. tubers
103168(70.6%)
144(0.1%)
18961(13.0%)
3186(2.2%)
12423(8.5%)
6723(4.6%)
1438(1.0%)
0 (0.0%)
yield [numeric]
Mean (sd) : 3451.5 (4658.2)
min ≤ med ≤ max:
0 ≤ 2560 ≤ 83493.3
IQR (CV) : 2420 (1.3)
23931 distinct values 1970 (1.3%)
yield_moisture [numeric]
Mean (sd) : 14.7 (12.7)
min ≤ med ≤ max:
0 ≤ 12.1 ≤ 68.8
IQR (CV) : 4.4 (0.9)
227 distinct values 145492 (99.6%)
yield_isfresh [logical] 1. TRUE
32(100.0%)
146011 (100.0%)
yield_marketable [numeric]
Mean (sd) : 6468.9 (10866.5)
min ≤ med ≤ max:
0 ≤ 1651.6 ≤ 82924.4
IQR (CV) : 7381 (1.7)
6300 distinct values 130408 (89.3%)
seed_weight [numeric]
Mean (sd) : 200.7 (137)
min ≤ med ≤ max:
10 ≤ 232 ≤ 644.5
IQR (CV) : 240.3 (0.7)
1894 distinct values 140751 (96.4%)
fertilizer_type [character]
1. (Empty string)
2. DAP;urea;KCl
3. urea
145899(99.9%)
72(0.0%)
72(0.0%)
0 (0.0%)
fertilizer_dap [character]
1. (Empty string)
2. 0(20.7)
3. 0(50.4);21(66.7)
145899(99.9%)
72(0.0%)
72(0.0%)
0 (0.0%)
N_fertilizer [numeric]
Mean (sd) : 29 (105.3)
min ≤ med ≤ max:
0 ≤ 18 ≤ 2998
IQR (CV) : 25 (3.6)
761 distinct values 42434 (29.1%)
P_fertilizer [numeric]
Mean (sd) : 16.2 (41.7)
min ≤ med ≤ max:
0 ≤ 15.2 ≤ 2120
IQR (CV) : 7.6 (2.6)
178 distinct values 40997 (28.1%)
K_fertilizer [numeric]
Mean (sd) : 16.2 (15.3)
min ≤ med ≤ max:
0 ≤ 17.6 ≤ 58.1
IQR (CV) : 17.6 (0.9)
4 distinct values 133510 (91.4%)
S_fertilizer [numeric]
Mean (sd) : 8.7 (58.5)
min ≤ med ≤ max:
0 ≤ 2.8 ≤ 1760
IQR (CV) : 4 (6.7)
241 distinct values 56050 (38.4%)
gypsum [integer] 1 distinct value
400:960(100.0%)
145083 (99.3%)
inoculated [logical] 1. FALSE
19681(100.0%)
126362 (86.5%)
irrigated [logical]
1. FALSE
2. TRUE
6733(69.9%)
2904(30.1%)
136406 (93.4%)
irrigation_method [character]
1. (Empty string)
2. furrow
143433(98.2%)
2610(1.8%)
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%)
142282 (97.4%)
irrigation_amount [integer] 1 distinct value
35:3689(100.0%)
142354 (97.5%)
land_prep_method [character]
1. (Empty string)
2. conventional
3. minimum tillage
4. raised beds
5. reduced tillage
145339(99.5%)
366(0.3%)
180(0.1%)
50(0.0%)
108(0.1%)
0 (0.0%)
row_spacing [integer]
Mean (sd) : 65 (21.7)
min ≤ med ≤ max:
30 ≤ 50 ≤ 100
IQR (CV) : 25 (0.3)
30:1086(6.5%)
50:7781(46.8%)
60:1008(6.1%)
75:2631(15.8%)
90:981(5.9%)
100:3135(18.9%)
129421 (88.6%)
plot_area [numeric]
Mean (sd) : 6.4 (3.7)
min ≤ med ≤ max:
0 ≤ 4.5 ≤ 18
IQR (CV) : 3.5 (0.6)
19 distinct values 132770 (90.9%)
plot_length [numeric]
Mean (sd) : 4.1 (1.2)
min ≤ med ≤ max:
2.2 ≤ 5 ≤ 5.5
IQR (CV) : 2.8 (0.3)
11 distinct values 144745 (99.1%)
plot_width [numeric]
Mean (sd) : 2.5 (2.3)
min ≤ med ≤ max:
0.5 ≤ 1.5 ≤ 6
IQR (CV) : 5.2 (0.9)
4 distinct values 144745 (99.1%)
plant_spacing [integer]
Mean (sd) : 14.8 (9.3)
min ≤ med ≤ max:
7 ≤ 10 ≤ 30
IQR (CV) : 20 (0.6)
7:3689(20.7%)
10:9251(51.9%)
20:144(0.8%)
30:4756(26.7%)
128203 (87.8%)
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%)
145339 (99.5%)
plant_density [numeric]
Mean (sd) : 104821.2 (107434.4)
min ≤ med ≤ max:
0 ≤ 30000 ≤ 304444.4
IQR (CV) : 220555.6 (1)
302 distinct values 140033 (95.9%)
emergence_days [integer]
Mean (sd) : 7.6 (3.4)
min ≤ med ≤ max:
4 ≤ 7 ≤ 22
IQR (CV) : 1 (0.4)
14 distinct values 145565 (99.7%)
flowering_days [integer]
Mean (sd) : 51.5 (19)
min ≤ med ≤ max:
19 ≤ 46 ≤ 126
IQR (CV) : 31 (0.4)
107 distinct values 135375 (92.7%)
maturity_days [integer]
Mean (sd) : 95.5 (24.4)
min ≤ med ≤ max:
54 ≤ 93 ≤ 199
IQR (CV) : 32 (0.3)
125 distinct values 140340 (96.1%)
harvest_days [integer] 1 distinct value
80:144(100.0%)
145899 (99.9%)
plant_height [numeric]
Mean (sd) : 112.7 (53.2)
min ≤ med ≤ max:
0 ≤ 110 ≤ 370
IQR (CV) : 62 (0.5)
825 distinct values 140839 (96.4%)
AUDPC [numeric]
Mean (sd) : 1.7 (3.8)
min ≤ med ≤ max:
0 ≤ 0 ≤ 17.8
IQR (CV) : 1.4 (2.2)
12 distinct values 146011 (100.0%)
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 145251 (99.5%)
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 145251 (99.5%)
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 145251 (99.5%)
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 145251 (99.5%)
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 139318 (95.4%)
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 139315 (95.4%)
grain_protein [numeric]
Mean (sd) : 28.7 (4.9)
min ≤ med ≤ max:
19 ≤ 26.7 ≤ 39.2
IQR (CV) : 9.2 (0.2)
622 distinct values 145319 (99.5%)
residue_N [numeric]
Mean (sd) : 586.7 (296.8)
min ≤ med ≤ max:
115.5 ≤ 514 ≤ 1713
IQR (CV) : 385.9 (0.5)
978 distinct values 145064 (99.3%)
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 ]
136664(93.6%)
6004(4.1%)
2219(1.5%)
208(0.1%)
76(0.1%)
48(0.0%)
41(0.0%)
19(0.0%)
19(0.0%)
17(0.0%)
728(0.5%)
0 (0.0%)
severity_scale [character]
1. (Empty string)
2. 1-9
136330(93.3%)
9713(6.7%)
0 (0.0%)
seed_treatment [character]
1. (Empty string)
2. mancozeb
145083(99.3%)
960(0.7%)
0 (0.0%)
stress [character]
1. (Empty string)
2. disease
3. drought
4. heat
136821(93.7%)
7781(5.3%)
815(0.6%)
626(0.4%)
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 142273 (97.4%)
harvest_index [numeric]
Mean (sd) : 43.6 (23)
min ≤ med ≤ max:
0 ≤ 45.3 ≤ 100
IQR (CV) : 34.6 (0.5)
3728 distinct values 138777 (95.0%)
virus_severity [character]
1. (Empty string)
2. .
3. 1
4. 2
5. 3
6. 4
7. 5
8. 6
9. 7
10. 8
142541(97.6%)
1(0.0%)
1751(1.2%)
1247(0.9%)
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%)
145995 (100.0%)
bird_damage [integer]
Min : 0
Mean : 0.1
Max : 1
0:407(87.2%)
1:60(12.8%)
145576 (99.7%)
shelling_percentage [numeric]
Mean (sd) : 65.6 (8.5)
min ≤ med ≤ max:
1 ≤ 66.3 ≤ 80.4
IQR (CV) : 7.9 (0.1)
675 distinct values 145175 (99.4%)
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. strongly pigmented w
11. white
142610(97.6%)
427(0.3%)
206(0.1%)
494(0.3%)
694(0.5%)
480(0.3%)
509(0.3%)
493(0.3%)
13(0.0%)
97(0.1%)
20(0.0%)
0 (0.0%)
country [character]
1. Australia
2. Uganda
3. India
4. Colombia
5. Ethiopia
6. Mozambique
7. Tanzania
8. Ghana
9. Peru
10. United States
[ 11 others ]
104475(71.5%)
23262(15.9%)
4939(3.4%)
3689(2.5%)
1989(1.4%)
1913(1.3%)
1656(1.1%)
1119(0.8%)
798(0.5%)
654(0.4%)
1549(1.1%)
0 (0.0%)
adm1 [character]
1. (Empty string)
2. New South Wales
3. West Australia
4. South Australia
5. Victoria
6. Queensland
7. Telangana
8. Hyderabad
9. Maputo
10. Maharashtra
[ 17 others ]
34699(23.8%)
30635(21.0%)
25198(17.3%)
22624(15.5%)
17613(12.1%)
8267(5.7%)
2584(1.8%)
1212(0.8%)
658(0.5%)
457(0.3%)
2096(1.4%)
0 (0.0%)
adm2 [character]
1. (Empty string)
2. Adama Zuria
3. Ahmednagar
4. Finifine zuria
5. Hyderabad
6. Pune
7. Sangareddy District
8. Shabelle
9. Solapur
10. Texcoco
11. West Gojjam
143472(98.2%)
250(0.2%)
228(0.2%)
54(0.0%)
486(0.3%)
120(0.1%)
960(0.7%)
250(0.2%)
101(0.1%)
68(0.0%)
54(0.0%)
0 (0.0%)
adm3 [character]
1. (Empty string)
2. Gode
3. Melkasa
4. Patancheru
5. Wolmera
6. Yilmana & Densa
144475(98.9%)
250(0.2%)
250(0.2%)
960(0.7%)
54(0.0%)
54(0.0%)
0 (0.0%)
location [character]
1. (Empty string)
2. Kawanda
3. Kachwekano
4. Palmira
5. Patancheru
6. Serere
7. Namulonge
8. Kitengule
9. Namulong
10. ICRISAT, Patancheru
[ 139 others ]
103240(70.7%)
9681(6.6%)
7010(4.8%)
3689(2.5%)
2350(1.6%)
2092(1.4%)
1920(1.3%)
1592(1.1%)
1105(0.8%)
960(0.7%)
12404(8.5%)
0 (0.0%)
site [character]
1. (Empty string)
2. Bayero University
3. CIAT campus
4. CIMMYT
5. ICRISAT
6. ICRISAT campus
142215(97.4%)
45(0.0%)
1511(1.0%)
18(0.0%)
1116(0.8%)
1138(0.8%)
0 (0.0%)
geo_uncertainty [integer] 1 distinct value
1500:1138(100.0%)
144905 (99.2%)
geo_from_source [logical]
1. FALSE
2. TRUE
36688(25.2%)
109055(74.8%)
300 (0.2%)
elevation [integer]
Mean (sd) : 846.5 (598)
min ≤ med ≤ max:
354 ≤ 545 ≤ 2400
IQR (CV) : 195 (0.7)
354:250(14.2%)
545:960(54.5%)
740:126(7.2%)
1550:250(14.2%)
2200:68(3.9%)
2219:54(3.1%)
2400:54(3.1%)
144281 (98.8%)
soil_pH [numeric]
Mean (sd) : 5.3 (0.4)
min ≤ med ≤ max:
5.1 ≤ 5.3 ≤ 7.2
IQR (CV) : 0.2 (0.1)
3 distinct values 144889 (99.2%)
soil_SOM [numeric]
Mean (sd) : 8 (2.4)
min ≤ med ≤ max:
2 ≤ 9.8 ≤ 9.8
IQR (CV) : 4.5 (0.3)
3 distinct values 144889 (99.2%)
soil_texture [character]
1. (Empty string)
2. silty loam
145993(100.0%)
50(0.0%)
0 (0.0%)
soil_N [numeric]
Min : 0.3
Mean : 0.4
Max : 0.4
2 distinct values 144939 (99.2%)
soil_K [numeric]
Min : 214.3
Mean : 231.8
Max : 240.4
2 distinct values 144939 (99.2%)
soil_P [numeric]
Min : 4.8
Mean : 5.5
Max : 5.9
2 distinct values 144939 (99.2%)
soil_Ca [numeric]
Min : 1769
Mean : 1808.3
Max : 1888.2
2 distinct values 144939 (99.2%)
soil_Mg [numeric]
Min : 361.8
Mean : 414.6
Max : 522
2 distinct values 144939 (99.2%)
soil_Fe [numeric]
Min : 80.6
Mean : 125.6
Max : 147.7
2 distinct values 144939 (99.2%)
soil_Zn [numeric]
Min : 4
Mean : 4.6
Max : 4.9
2 distinct values 144939 (99.2%)
temp [numeric]
Mean (sd) : 26.5 (3.8)
min ≤ med ≤ max:
16.2 ≤ 26.4 ≤ 32.9
IQR (CV) : 6.9 (0.1)
107 distinct values 145743 (99.8%)
tmin [numeric]
Mean (sd) : 19.7 (4.6)
min ≤ med ≤ max:
3 ≤ 19.5 ≤ 27.4
IQR (CV) : 7.5 (0.2)
63 distinct values 145743 (99.8%)
tmax [numeric]
Mean (sd) : 33.3 (3.5)
min ≤ med ≤ max:
20 ≤ 34 ≤ 38.8
IQR (CV) : 6.1 (0.1)
55 distinct values 145743 (99.8%)