This report describes the the Carob “survey” group.

This dataset combines 30 standardized individual data sources. It has has 72179 records and 124 variables for 16 crops (, common bean, cotton, cowpea, finger millet, groundnut, maize, potato, rice, sorghum, soybean, sunflower, sweetpotato, tobacco, velvet bean, wheat) in 28 countries (, Burkina Faso, Burundi, Cambodia, Costa Rica, Democratic Republic of the Congo, El Salvador, Ethiopia, Ghana, Guatemala, Honduras, India, Kenya, Laos, Madagascar, Malawi, Mali, Mozambique, Nicaragua, Nigeria, Peru, Philippines, Rwanda, Tanzania, Uganda, Vietnam, Zambia, Zimbabwe).


These are the first 25 records:

records
dataset_id record_id date country adm1 adm2 adm3 adm4 location site longitude latitude geo_from_source elevation trial_id planting_date transplanting_date harvest_date season on_farm is_survey rep crop variety variety_code variety_type variety_traits variety_release_year intercrops previous_crop crop_rotation dmy_storage dmy_total dmy_residue fwy_total fwy_residue yield_part yield dm_yield yield_moisture seed_weight fertilizer_used fertilizer_type fertilizer_amount fertilization_method N_fertilizer P_fertilizer K_fertilizer Zn_fertilizer S_fertilizer B_fertilizer lime gypsum OM_used OM_type OM_amount inoculated irrigated irrigation_source land_prep_method planting_method row_spacing plot_area plant_spacing seed_density plant_density cob_density rain season_constraint herbicide_used herbicide_product herbicide_timing herbicide_times herbicide_amount weeding_done weeding_times weeding_implement weed_species weed_severity weed_cover insecticide_used insecticide_product pest_severity disease_severity seed_source crop_cut previous_crop_residue_perc previous_crop_burnt crop_price flood_stress drought_stress farmer_gender striga_damage house_distance soil_type soil_pH soil_SOC soil_texture soil_N soil_K soil_P_total soil_Ca soil_Mg soil_B soil_Mn soil_Fe soil_S soil_Zn soil_Na soil_Al soil_C soil_EC soil_sample_top soil_sample_bottom soil_quality landscape_position hhid farmland_owned farmland_rentedin farmland_rentedout cropland_used land_irrigated land_ownedby land_tenure
doi_10.18167_DVN1_2EHEQT 1 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070566 2006-12-25 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 980.0 NA NA NA NA urea;NPK NA 46.000 0.00000 0.000000 NA NA NA NA NA FALSE none 0.0 FALSE TRUE conventional NA NA NA NA NA NA 1130.7 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 2 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070688 2006-12-19 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1704.5 NA NA NA NA urea;NPK NA 37.628 0.00000 0.000000 NA NA NA NA NA FALSE none 0.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 1132.1 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 3 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2008090875 2008-11-11 NA 2008-2009 TRUE FALSE NA rice NA NA NA NA NA NA grain 4300.0 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 600.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 925.0 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 4 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070689 2006-12-06 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1585.4 NA NA NA NA urea;NPK NA 56.523 10.15459 14.033690 NA NA NA NA NA TRUE horse manure 4166.7 FALSE TRUE reduced tillage NA NA NA NA NA NA 1144.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 5 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070561 2006-12-28 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1578.9 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 1578.9 FALSE TRUE conventional NA NA NA NA NA NA 1088.9 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA hillside NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA hillside NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 6 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070581 2006-12-23 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3500.0 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 3928.6 FALSE TRUE conventional NA NA NA NA NA NA 1132.1 TRUE glyphosate NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 7 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070693 2006-12-31 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 2114.3 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 4166.7 FALSE TRUE conventional NA NA NA NA NA NA 1087.5 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 8 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070116 2006-12-06 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3500.0 NA NA NA NA urea;NPK NA 22.655 6.40786 8.855697 NA NA NA NA NA FALSE none 0.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 1144.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 9 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070115 2006-12-04 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3280.0 NA NA NA NA urea;NPK NA 18.400 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 1666.7 FALSE TRUE reduced tillage NA NA NA NA NA NA 1091.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 10 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070690 2006-12-24 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3631.3 NA NA NA NA urea;NPK NA 30.723 26.83231 37.082400 NA NA NA NA NA TRUE horse manure 6983.2 FALSE TRUE reduced tillage NA NA NA NA NA NA 1131.1 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 11 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070583 2006-12-09 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1500.0 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 3571.4 FALSE TRUE reduced tillage NA NA NA NA NA NA 1137.1 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 12 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070560 2006-12-29 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 2750.0 NA NA NA NA urea;NPK NA 46.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 2083.3 FALSE TRUE conventional NA NA NA NA NA NA 1089.5 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA hillside NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA hillside NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 13 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070584 2006-11-29 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1596.4 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 3928.6 FALSE TRUE reduced tillage NA NA NA NA NA NA 1105.7 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 14 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070169 2006-12-06 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 2530.6 NA NA NA NA urea;NPK NA 55.499 15.68821 21.681188 NA NA NA NA NA TRUE horse manure 3225.8 FALSE TRUE conventional NA NA NA NA NA NA 1144.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 15 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2008090874 2008-11-11 NA 2008-2009 TRUE FALSE NA rice NA NA NA NA NA NA grain 4125.0 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 400.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 925.0 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 16 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070692 2006-12-02 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1709.1 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 3125.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 1106.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 17 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070558 2006-11-24 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3529.4 NA NA NA NA urea;NPK NA 40.572 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 1666.7 FALSE TRUE reduced tillage NA NA NA NA NA NA 1171.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA hillside NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA hillside NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 18 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070601 2006-12-01 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3250.0 NA NA NA NA urea;NPK NA 68.000 19.21397 26.553813 NA NA NA NA NA TRUE horse manure 2750.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 1106.1 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 19 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070117 2006-12-15 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 2342.9 NA NA NA NA urea;NPK NA 26.266 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 2083.3 FALSE TRUE conventional NA NA NA NA NA NA 1132.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 20 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070118 2006-12-06 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 3800.0 NA NA NA NA urea;NPK NA 23.000 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 3225.8 FALSE TRUE reduced tillage NA NA NA NA NA NA 1144.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 21 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070564 2006-12-13 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 2875.0 NA NA NA NA urea;NPK NA 34.500 0.00000 0.000000 NA NA NA NA NA FALSE none 0.0 FALSE TRUE conventional NA NA NA NA NA NA 1132.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 22 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070127 2006-11-24 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1611.8 NA NA NA NA urea;NPK NA 21.666 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 3000.0 FALSE TRUE conventional NA NA NA NA NA NA 1171.3 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 23 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070562 2006-11-15 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1200.0 NA NA NA NA urea;NPK NA 30.682 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 4000.0 FALSE TRUE conventional NA NA NA NA NA NA 985.7 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 24 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2008090873 2009-01-05 NA 2008-2009 TRUE FALSE NA rice NA NA NA NA NA NA grain 3714.3 NA NA NA NA urea;NPK NA 0.000 0.00000 0.000000 NA NA NA NA NA FALSE none 0.0 FALSE TRUE reduced tillage NA NA NA NA NA NA 954.8 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA
doi_10.18167_DVN1_2EHEQT 25 Madagascar Ambohimiarina 47.568 -21.3561 FALSE NA F2006070130 2006-11-29 NA 2006-2007 TRUE FALSE NA rice NA NA NA NA NA NA grain 1946.7 NA NA NA NA urea;NPK NA 15.318 0.00000 0.000000 NA NA NA NA NA TRUE horse manure 4166.7 FALSE TRUE reduced tillage NA NA NA NA NA NA 1105.7 FALSE none NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA lowland NA NA NA NA NA


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


We have 72179 observations, for which we have 30109 unique mapped locations. 9054 records do not have coordinates.


The data are further summarized in the table below

Variable Stats / Values Freqs (% of Valid) Graph Missing
date [character]
1. (Empty string)
2. 2018
3. 2016
4. 2017
5. 2015
6. 2018-09-27
7. 2018-10-27
8. 2018-10-25
9. 2018-09-19
10. 2018-10-05
[ 511 others ]
34966(48.4%)
4718(6.5%)
4644(6.4%)
4231(5.9%)
1052(1.5%)
305(0.4%)
297(0.4%)
270(0.4%)
263(0.4%)
252(0.3%)
21181(29.3%)
0 (0.0%)
country [character]
1. India
2. Tanzania
3. Kenya
4. (Empty string)
5. Madagascar
6. Burkina Faso
7. Rwanda
8. Ethiopia
9. Mozambique
10. Zimbabwe
[ 18 others ]
23832(33.0%)
12647(17.5%)
8449(11.7%)
5002(6.9%)
3803(5.3%)
3057(4.2%)
2080(2.9%)
1829(2.5%)
1805(2.5%)
1798(2.5%)
7877(10.9%)
0 (0.0%)
adm1 [character]
1. (Empty string)
2. Bihar
3. UttarPradesh
4. Odisha
5. Southern Highlands
6. WestBengal
7. Andhra Pradesh
8. Northern
9. Sagaing
10. 1
[ 116 others ]
24696(34.2%)
12934(17.9%)
4408(6.1%)
2155(3.0%)
1810(2.5%)
1536(2.1%)
1333(1.8%)
1225(1.7%)
744(1.0%)
693(1.0%)
20645(28.6%)
0 (0.0%)
adm2 [character]
1. (Empty string)
2. Maharajganj
3. Chandauli
4. Nalanda
5. Mayurbhanj
6. EastChamparan
7. Siddharthnagar
8. Gazipur
9. Muzaffarpur
10. Munger
[ 485 others ]
38863(53.8%)
614(0.9%)
592(0.8%)
590(0.8%)
588(0.8%)
585(0.8%)
583(0.8%)
582(0.8%)
572(0.8%)
570(0.8%)
28040(38.8%)
0 (0.0%)
adm3 [character]
1. (Empty string)
2. Agrary
3. Kharagpur
4. Bhabua
5. Songea_Rural
6. Chahaniya
7. Angonia
8. Abanpur
9. Madhepura
10. Iringa_Rural
[ 1184 others ]
42476(58.8%)
514(0.7%)
183(0.3%)
170(0.2%)
162(0.2%)
153(0.2%)
152(0.2%)
150(0.2%)
146(0.2%)
144(0.2%)
27929(38.7%)
0 (0.0%)
adm4 [character]
1. (Empty string)
2. Sepeko
3. Maposeni
4. Ntuchi
5. Ulembwe
6. Laela
7. Madilu
8. Kahe
9. Magamba
10. Njoro
[ 313 others ]
68640(95.1%)
120(0.2%)
108(0.1%)
96(0.1%)
96(0.1%)
90(0.1%)
90(0.1%)
80(0.1%)
78(0.1%)
78(0.1%)
2703(3.7%)
0 (0.0%)
location [character]
1. (Empty string)
2. Ambohimiarina
3. Antsahamamy
4. Ambohitsilaozana
5. Mashonaland East
6. Ambongabe
7. Manicaland
8. Mashonaland Central
9. Mashonaland West
10. Nametil
[ 4670 others ]
35088(48.6%)
1584(2.2%)
977(1.4%)
757(1.0%)
464(0.6%)
392(0.5%)
354(0.5%)
260(0.4%)
208(0.3%)
196(0.3%)
31899(44.2%)
0 (0.0%)
site [character]
1. (Empty string)
2. Iditima
3. Mikoroshini
4. Udagut
5. Kasama
6. Kitichi
7. Lunyanywi
8. Mashua
9. Gehandu
10. Idunda
[ 223 others ]
69392(96.1%)
48(0.1%)
48(0.1%)
48(0.1%)
44(0.1%)
42(0.1%)
42(0.1%)
42(0.1%)
38(0.1%)
36(0.0%)
2399(3.3%)
0 (0.0%)
geo_from_source [logical]
1. FALSE
2. TRUE
6431(10.1%)
57527(89.9%)
8221 (11.4%)
elevation [numeric]
Mean (sd) : 1082.9 (708.2)
min ≤ med ≤ max:
-99.1 ≤ 1088.2 ≤ 4191.3
IQR (CV) : 1203 (0.7)
7358 distinct values 56146 (77.8%)
planting_date [character]
1. (Empty string)
2. 2016-05-01
3. 2016
4. 2012-12
5. 2017-11-25
6. 2017-07-10
7. 2015
8. 2014
9. 2017-11-30
10. 2017-11-22
[ 1869 others ]
24723(34.3%)
2336(3.2%)
1752(2.4%)
1302(1.8%)
488(0.7%)
483(0.7%)
461(0.6%)
434(0.6%)
433(0.6%)
417(0.6%)
39350(54.5%)
0 (0.0%)
transplanting_date [IDate, Date]
min : 2013-04-16
med : 2014-08-08
max : 2017-07-04
range : 4y 2m 18d
180 distinct values 71702 (99.3%)
harvest_date [character]
1. (Empty string)
2. 2016-12-01
3. 2013-03
4. 2018-04-20
5. 2018-04-10
6. 2018-04-18
7. 2018-04-12
8. 2018-04-15
9. 2016
10. 2018-04-19
[ 1335 others ]
34207(47.4%)
2334(3.2%)
1302(1.8%)
714(1.0%)
585(0.8%)
530(0.7%)
489(0.7%)
455(0.6%)
414(0.6%)
413(0.6%)
30736(42.6%)
0 (0.0%)
season [character]
1. (Empty string)
2. Kharif
3. first season
4. Rabi
5. 2012-2013
6. 2009-2010
7. 2007-2008
8. 2008-2009
9. second season
10. 2006-2007
[ 12 others ]
27326(37.9%)
15025(20.8%)
13882(19.2%)
7808(10.8%)
1801(2.5%)
1151(1.6%)
978(1.4%)
958(1.3%)
891(1.2%)
716(1.0%)
1643(2.3%)
0 (0.0%)
on_farm [logical]
1. FALSE
2. TRUE
3478(11.2%)
27529(88.8%)
41172 (57.0%)
is_survey [logical]
1. FALSE
2. TRUE
6529(9.7%)
60648(90.3%)
5002 (6.9%)
rep [integer]
Mean (sd) : 3.6 (2.1)
min ≤ med ≤ max:
1 ≤ 3 ≤ 8
IQR (CV) : 3 (0.6)
1:377(20.1%)
2:325(17.4%)
3:317(16.9%)
4:316(16.9%)
5:163(8.7%)
6:125(6.7%)
7:125(6.7%)
8:125(6.7%)
70306 (97.4%)
crop [character]
1. maize
2. rice
3. (Empty string)
4. wheat
5. soybean
6. groundnut
7. common bean
8. cowpea
9. sorghum
10. finger millet
[ 6 others ]
22879(31.7%)
19924(27.6%)
18312(25.4%)
7648(10.6%)
1829(2.5%)
892(1.2%)
303(0.4%)
228(0.3%)
65(0.1%)
56(0.1%)
43(0.1%)
0 (0.0%)
variety [character]
1. (Empty string)
2. MTU_7029
3. Arize6444Gold
4. PBW343
5. HD2967
6. UP262
7. BPT5204
8. MTU7029
9. LOK1
10. PBW154
[ 1066 others ]
45828(63.5%)
2442(3.4%)
1935(2.7%)
1616(2.2%)
1513(2.1%)
885(1.2%)
798(1.1%)
720(1.0%)
621(0.9%)
588(0.8%)
15233(21.1%)
0 (0.0%)
variety_code [character]
1. (Empty string)
2. BH-540
3. BH-543, 540
4. BH540
5. BH543
6. BH543,Shone
7. BH660
8. BH661
9. Limu
10. Limu,540
11. Shone
72115(99.9%)
1(0.0%)
1(0.0%)
18(0.0%)
10(0.0%)
1(0.0%)
4(0.0%)
2(0.0%)
23(0.0%)
1(0.0%)
3(0.0%)
0 (0.0%)
variety_type [character]
1. (Empty string)
2. Improved
3. hybrid
4. Hybrid
5. not hybrid
6. Local
7. improved
8. local
9. Limu
10. Basmati
[ 25 others ]
34810(48.2%)
18160(25.2%)
10734(14.9%)
3442(4.8%)
2809(3.9%)
1167(1.6%)
412(0.6%)
182(0.3%)
68(0.1%)
66(0.1%)
329(0.5%)
0 (0.0%)
variety_traits [character]
1. (Empty string)
2. NA;NA;NA;NA;NA;NA
3. not maize lethal nec
4. not maize lethal nec
5. not maize lethal nec
6. not maize lethal nec
7. not maize lethal nec
8. not maize lethal nec
9. not maize lethal nec
10. not maize lethal nec
[ 6 others ]
57406(79.5%)
7191(10.0%)
2469(3.4%)
2420(3.4%)
752(1.0%)
751(1.0%)
277(0.4%)
215(0.3%)
202(0.3%)
165(0.2%)
331(0.5%)
0 (0.0%)
variety_release_year [integer]
Mean (sd) : 2001 (7.2)
min ≤ med ≤ max:
1981 ≤ 2003 ≤ 2017
IQR (CV) : 3 (0)
13 distinct values 65309 (90.5%)
intercrops [character]
1. (Empty string)
2. common bean
3. common bean;pigeon p
4. common bean;pigeon p
5. common bean;sunflowe
6. finger millet;pigeon
7. none
8. pigeon pea
9. pigeon pea;sunflower
10. potato
11. sunflower
72060(99.8%)
37(0.1%)
54(0.1%)
7(0.0%)
6(0.0%)
1(0.0%)
1(0.0%)
6(0.0%)
2(0.0%)
3(0.0%)
2(0.0%)
0 (0.0%)
previous_crop [character]
1. (Empty string)
2. wheat
3. rice
4. none
5. maize
6. mung bean
7. soybean
8. groundnut
9. blackgram
10. vegetables
[ 29 others ]
48082(66.6%)
9409(13.0%)
7353(10.2%)
3158(4.4%)
1064(1.5%)
827(1.1%)
702(1.0%)
386(0.5%)
243(0.3%)
158(0.2%)
797(1.1%)
0 (0.0%)
crop_rotation [character]
1. (Empty string)
2. common bean;teff
3. pepper
4. pepper;teff
5. pepper;teff;unknown
6. teff
7. vegetables
72095(99.9%)
4(0.0%)
12(0.0%)
2(0.0%)
4(0.0%)
58(0.1%)
4(0.0%)
0 (0.0%)
dmy_storage [integer]
Mean (sd) : 1571.7 (767.8)
min ≤ med ≤ max:
396 ≤ 1437 ≤ 4340
IQR (CV) : 995.5 (0.5)
168 distinct values 72005 (99.8%)
dmy_total [numeric]
Mean (sd) : 7745.1 (8444.7)
min ≤ med ≤ max:
0.2 ≤ 5750 ≤ 35145.8
IQR (CV) : 13551.9 (1.1)
1053 distinct values 71040 (98.4%)
dmy_residue [integer]
Mean (sd) : 3949 (1458.6)
min ≤ med ≤ max:
1022 ≤ 3873.5 ≤ 8327
IQR (CV) : 2033.5 (0.4)
169 distinct values 72005 (99.8%)
fwy_total [numeric]
Mean (sd) : 5.7 (4.2)
min ≤ med ≤ max:
0.3 ≤ 5 ≤ 34
IQR (CV) : 4.7 (0.7)
282 distinct values 71754 (99.4%)
fwy_residue [numeric]
Mean (sd) : 3.4 (1.9)
min ≤ med ≤ max:
0.7 ≤ 3.2 ≤ 10.8
IQR (CV) : 2 (0.6)
53 distinct values 72062 (99.8%)
yield_part [character]
1. (Empty string)
2. grain
3. pod
4. seed
18312(25.4%)
50364(69.8%)
288(0.4%)
3215(4.5%)
0 (0.0%)
yield [numeric]
Mean (sd) : 1674.5 (1767.8)
min ≤ med ≤ max:
0 ≤ 790.7 ≤ 43243.4
IQR (CV) : 2262.3 (1.1)
16622 distinct values 18480 (25.6%)
dm_yield [numeric]
Mean (sd) : 2476.7 (983.5)
min ≤ med ≤ max:
208.3 ≤ 2395.3 ≤ 5149.5
IQR (CV) : 1429.6 (0.4)
408 distinct values 71765 (99.4%)
yield_moisture [numeric]
Mean (sd) : 11.4 (2)
min ≤ med ≤ max:
7.2 ≤ 10.8 ≤ 21.7
IQR (CV) : 1.4 (0.2)
105 distinct values 71765 (99.4%)
seed_weight [numeric]
Mean (sd) : 0.7 (0.3)
min ≤ med ≤ max:
0.1 ≤ 0.7 ≤ 1.4
IQR (CV) : 0.4 (0.4)
297 distinct values 71765 (99.4%)
fertilizer_used [logical]
1. FALSE
2. TRUE
114(97.4%)
3(2.6%)
72062 (99.8%)
fertilizer_type [character]
1. (Empty string)
2. urea;NPK
3. none
4. SSP
5. D-compound; AN
6. AN
7. DAP
8. NPS;urea
9. D-compound
10. SSP; urea
[ 17 others ]
65149(90.3%)
3803(5.3%)
1299(1.8%)
641(0.9%)
430(0.6%)
320(0.4%)
73(0.1%)
64(0.1%)
62(0.1%)
62(0.1%)
276(0.4%)
0 (0.0%)
fertilizer_amount [numeric]
Mean (sd) : 104.8 (189.7)
min ≤ med ≤ max:
0.1 ≤ 50.5 ≤ 1876
IQR (CV) : 65.1 (1.8)
125 distinct values 71587 (99.2%)
fertilization_method [character]
1. (Empty string)
2. in hole
3. not in hole
57406(79.5%)
5550(7.7%)
9223(12.8%)
0 (0.0%)
N_fertilizer [numeric]
Mean (sd) : 72.6 (67.2)
min ≤ med ≤ max:
0 ≤ 57.7 ≤ 5419
IQR (CV) : 112 (0.9)
8561 distinct values 26665 (36.9%)
P_fertilizer [numeric]
Mean (sd) : 18.3 (15.4)
min ≤ med ≤ max:
0 ≤ 19.8 ≤ 413.9
IQR (CV) : 22.8 (0.8)
3687 distinct values 26665 (36.9%)
K_fertilizer [numeric]
Mean (sd) : 10.9 (19.5)
min ≤ med ≤ max:
0 ≤ 0 ≤ 399.2
IQR (CV) : 18.5 (1.8)
1789 distinct values 30411 (42.1%)
Zn_fertilizer [numeric]
Mean (sd) : 1.2 (12.5)
min ≤ med ≤ max:
0 ≤ 0 ≤ 1351
IQR (CV) : 0 (10)
291 distinct values 49319 (68.3%)
S_fertilizer [numeric]
Mean (sd) : 0.6 (6.3)
min ≤ med ≤ max:
0 ≤ 0 ≤ 663.8
IQR (CV) : 0 (9.8)
317 distinct values 49319 (68.3%)
B_fertilizer [numeric]
Mean (sd) : 0 (0.3)
min ≤ med ≤ max:
0 ≤ 0 ≤ 29.2
IQR (CV) : 0 (20.1)
61 distinct values 49319 (68.3%)
lime [numeric]
Mean (sd) : 7.9 (88.2)
min ≤ med ≤ max:
0 ≤ 0 ≤ 2500
IQR (CV) : 0 (11.1)
102 distinct values 58737 (81.4%)
gypsum [logical]
All NA's
72179 (100.0%)
OM_used [logical]
1. FALSE
2. TRUE
18464(60.2%)
12201(39.8%)
41514 (57.5%)
OM_type [character]
1. (Empty string)
2. farmyard manure
3. farmyard manure (dry
4. farmyard manure (wet
5. horse manure
6. none
61395(85.1%)
96(0.1%)
4564(6.3%)
2286(3.2%)
1820(2.5%)
2018(2.8%)
0 (0.0%)
OM_amount [numeric]
Mean (sd) : 3815.5 (8355.6)
min ≤ med ≤ max:
0 ≤ 442.9 ≤ 444789.3
IQR (CV) : 4942.1 (2.2)
1854 distinct values 53795 (74.5%)
inoculated [logical]
1. FALSE
2. TRUE
6066(79.6%)
1559(20.4%)
64554 (89.4%)
irrigated [logical]
1. FALSE
2. TRUE
4773(55.4%)
3843(44.6%)
63563 (88.1%)
irrigation_source [character]
1. (Empty string)
2. pump
3. pump and rain
4. rain
72053(99.8%)
61(0.1%)
25(0.0%)
40(0.1%)
0 (0.0%)
land_prep_method [character]
1. (Empty string)
2. TyneCultivator
3. TyneCultivator FourW
4. FourWhTractRotavator
5. TyneCultivator DiscH
6. conventional
7. reduced tillage
8. TyneCultivator DiscH
9. DiscHarrow FourWhTra
10. TwoWhTractRotavator
[ 44 others ]
45663(63.3%)
6944(9.6%)
6004(8.3%)
2601(3.6%)
2126(2.9%)
1931(2.7%)
1872(2.6%)
1348(1.9%)
514(0.7%)
487(0.7%)
2689(3.7%)
0 (0.0%)
planting_method [character]
1. (Empty string)
2. ManualPuddled_Random
3. Broadcasting
4. ManualPuddled_Line
5. DirectBroadcast
6. DirectSown_Beushenin
7. ManualRandomTranspla
8. LineSowingAfterTilla
9. ZeroTillage
10. DirectSeededRice
[ 16 others ]
48504(67.2%)
13385(18.5%)
7246(10.0%)
991(1.4%)
392(0.5%)
305(0.4%)
271(0.4%)
222(0.3%)
183(0.3%)
182(0.3%)
498(0.7%)
0 (0.0%)
row_spacing [numeric]
Mean (sd) : 72.5 (16.3)
min ≤ med ≤ max:
0 ≤ 75.3 ≤ 177.5
IQR (CV) : 18 (0.2)
819 distinct values 61427 (85.1%)
plot_area [integer]
Mean (sd) : 1890.1 (5180.6)
min ≤ med ≤ max:
16 ≤ 16 ≤ 40000
IQR (CV) : 0 (2.7)
22 distinct values 71460 (99.0%)
plant_spacing [integer]
Mean (sd) : 16.9 (15.9)
min ≤ med ≤ max:
0 ≤ 10 ≤ 230
IQR (CV) : 5 (0.9)
77 distinct values 69866 (96.8%)
seed_density [numeric]
Mean (sd) : 72.8 (65.4)
min ≤ med ≤ max:
-22.2 ≤ 49.4 ≤ 4756.8
IQR (CV) : 111.8 (0.9)
941 distinct values 49319 (68.3%)
plant_density [numeric]
Mean (sd) : 40140.7 (62690.5)
min ≤ med ≤ max:
0 ≤ 32740 ≤ 1640000
IQR (CV) : 17234.2 (1.6)
7592 distinct values 59529 (82.5%)
cob_density [integer]
Mean (sd) : 13185.3 (15617.4)
min ≤ med ≤ max:
9 ≤ 83 ≤ 76875
IQR (CV) : 26210.5 (1.2)
162 distinct values 71372 (98.9%)
rain [numeric]
Mean (sd) : 919.4 (160.3)
min ≤ med ≤ max:
443.4 ≤ 925.4 ≤ 1325.5
IQR (CV) : 178.5 (0.2)
481 distinct values 68376 (94.7%)
season_constraint [character]
1. (Empty string)
2. disease;not pest;not
3. disease;not pest;wat
4. disease;pest;not wat
5. disease;pest;water_e
6. not disease;not pest
7. not disease;not pest
8. not disease;pest;not
9. not disease;pest;wat
57406(79.5%)
103(0.1%)
14(0.0%)
235(0.3%)
29(0.0%)
9269(12.8%)
693(1.0%)
3994(5.5%)
436(0.6%)
0 (0.0%)
herbicide_used [logical]
1. FALSE
2. TRUE
3260(82.1%)
711(17.9%)
68208 (94.5%)
herbicide_product [character]
1. (Empty string)
2. atrazine
3. glyphosate
4. none
68325(94.7%)
26(0.0%)
676(0.9%)
3152(4.4%)
0 (0.0%)
herbicide_timing [character]
1. (Empty string)
2. 35
3. 30
4. 25
5. 2
6. 1
7. 3
8. 32
9. 28
10. 40
[ 165 others ]
61342(85.0%)
1913(2.7%)
1743(2.4%)
916(1.3%)
847(1.2%)
783(1.1%)
673(0.9%)
542(0.8%)
391(0.5%)
307(0.4%)
2722(3.8%)
0 (0.0%)
herbicide_times [integer]
Mean (sd) : 1.9 (1.1)
min ≤ med ≤ max:
0 ≤ 2 ≤ 3
IQR (CV) : 2 (0.6)
0:3456(15.1%)
1:4181(18.3%)
2:6868(30.0%)
3:8355(36.5%)
49319 (68.3%)
herbicide_amount [integer] 1 distinct value
400:26(100.0%)
72153 (100.0%)
weeding_done [logical]
1. FALSE
2. TRUE
3634(32.8%)
7450(67.2%)
61095 (84.6%)
weeding_times [integer]
Mean (sd) : 0.9 (0.7)
min ≤ med ≤ max:
0 ≤ 1 ≤ 4
IQR (CV) : 1 (0.8)
0:7476(32.5%)
1:11043(48.1%)
2:4042(17.6%)
3:409(1.8%)
4:2(0.0%)
49207 (68.2%)
weeding_implement [character]
1. (Empty string)
2. hoe
72062(99.8%)
117(0.2%)
0 (0.0%)
weed_species [character]
1. (Empty string)
2. qaliw
3. qalimi
4. blackjack
5. wonderingjew
6. wandering jew
7. wanderingjew
8. blackjack, qaliw
9. goat weed
10. macdonald eye
[ 6 others ]
72065(99.8%)
36(0.0%)
28(0.0%)
20(0.0%)
7(0.0%)
5(0.0%)
4(0.0%)
2(0.0%)
2(0.0%)
2(0.0%)
8(0.0%)
0 (0.0%)
weed_severity [character]
1. (Empty string)
2. 1
3. 2
4. 3
5. high
6. low
7. medium
8. none
49233(68.2%)
31(0.0%)
51(0.1%)
5(0.0%)
3390(4.7%)
6046(8.4%)
12090(16.8%)
1333(1.8%)
0 (0.0%)
weed_cover [numeric]
Mean (sd) : 25.5 (21)
min ≤ med ≤ max:
1.5 ≤ 17.5 ≤ 80
IQR (CV) : 32.5 (0.8)
39 distinct values 71979 (99.7%)
insecticide_used [logical]
1. FALSE
2. TRUE
5935(65.3%)
3153(34.7%)
63091 (87.4%)
insecticide_product [character]
1. (Empty string)
2. unknown
3. thymate
4. do not know
5. don't know
6. carbofuran
7. hamla
8. cypermethrin
9. confidor
10. chlorpyrifos
[ 1465 others ]
65967(91.4%)
391(0.5%)
338(0.5%)
237(0.3%)
196(0.3%)
181(0.3%)
180(0.2%)
152(0.2%)
140(0.2%)
118(0.2%)
4279(5.9%)
0 (0.0%)
pest_severity [character]
1. (Empty string)
2. high
3. low
4. medium
5. none
49320(68.3%)
925(1.3%)
6952(9.6%)
5996(8.3%)
8986(12.4%)
0 (0.0%)
disease_severity [character]
1. (Empty string)
2. high
3. low
4. medium
5. none
49320(68.3%)
448(0.6%)
6808(9.4%)
4500(6.2%)
11103(15.4%)
0 (0.0%)
seed_source [character]
1. (Empty string)
2. Cooperative
3. GovernmentKVKSAU
4. NeighborRelative
5. Other
6. PvtSeedDealer
7. SelfSaved
49319(68.3%)
684(0.9%)
856(1.2%)
784(1.1%)
13(0.0%)
17637(24.4%)
2886(4.0%)
0 (0.0%)
crop_cut [logical] 1. TRUE
68(100.0%)
72111 (99.9%)
previous_crop_residue_perc [integer]
Mean (sd) : 10.1 (19.1)
min ≤ med ≤ max:
0 ≤ 5 ≤ 100
IQR (CV) : 5 (1.9)
0:4157(21.1%)
5:9712(49.3%)
10:3948(20.0%)
15:1(0.0%)
20:549(2.8%)
40:368(1.9%)
60:215(1.1%)
80:172(0.9%)
100:585(3.0%)
52472 (72.7%)
previous_crop_burnt [logical]
1. FALSE
2. TRUE
20216(91.2%)
1955(8.8%)
50008 (69.3%)
crop_price [numeric]
Mean (sd) : 1519.5 (389.4)
min ≤ med ≤ max:
0 ≤ 1500 ≤ 17352
IQR (CV) : 300 (0.3)
268 distinct values 49245 (68.2%)
flood_stress [character]
1. (Empty string)
2. high
3. low
4. medium
5. none
57958(80.3%)
334(0.5%)
1813(2.5%)
1837(2.5%)
10237(14.2%)
0 (0.0%)
drought_stress [character]
1. (Empty string)
2. high
3. low
4. medium
5. none
50261(69.6%)
1211(1.7%)
5429(7.5%)
5838(8.1%)
9440(13.1%)
0 (0.0%)
farmer_gender [character]
1. (Empty string)
2. female
3. male
71586(99.2%)
54(0.1%)
539(0.7%)
0 (0.0%)
striga_damage [logical]
1. FALSE
2. TRUE
1723(68.3%)
801(31.7%)
69655 (96.5%)
house_distance [numeric]
Mean (sd) : 0.6 (0.9)
min ≤ med ≤ max:
0 ≤ 0.2 ≤ 4
IQR (CV) : 0.8 (1.5)
26 distinct values 72063 (99.8%)
soil_type [character]
1. (Empty string)
2. Clay_loam
3. hillside
4. Loam soil
5. lowland
6. Sand
7. Sandy Loam
68310(94.6%)
59(0.1%)
857(1.2%)
1(0.0%)
2946(4.1%)
2(0.0%)
4(0.0%)
0 (0.0%)
soil_pH [numeric]
Mean (sd) : 6.1 (0.6)
min ≤ med ≤ max:
4.6 ≤ 6.1 ≤ 8.6
IQR (CV) : 0.7 (0.1)
903 distinct values 70098 (97.1%)
soil_SOC [numeric]
Mean (sd) : 1.9 (2.2)
min ≤ med ≤ max:
0.3 ≤ 1 ≤ 11.5
IQR (CV) : 0.8 (1.2)
378 distinct values 71800 (99.5%)
soil_texture [character]
1. (Empty string)
2. Heavy
3. Light
4. Medium
49319(68.3%)
2824(3.9%)
2124(2.9%)
17912(24.8%)
0 (0.0%)
soil_N [numeric]
Mean (sd) : 113 (255.7)
min ≤ med ≤ max:
0 ≤ 0.1 ≤ 1930.3
IQR (CV) : 0.1 (2.3)
877 distinct values 70295 (97.4%)
soil_K [numeric]
Mean (sd) : 121.8 (104.2)
min ≤ med ≤ max:
10 ≤ 89 ≤ 809.4
IQR (CV) : 85.3 (0.9)
909 distinct values 70098 (97.1%)
soil_P_total [numeric]
Mean (sd) : 5.9 (6.3)
min ≤ med ≤ max:
0.4 ≤ 4.1 ≤ 59.4
IQR (CV) : 3.5 (1.1)
378 distinct values 71800 (99.5%)
soil_Ca [numeric]
Mean (sd) : 742.2 (761.7)
min ≤ med ≤ max:
15.4 ≤ 499.4 ≤ 6776
IQR (CV) : 661.4 (1)
907 distinct values 70165 (97.2%)
soil_Mg [numeric]
Mean (sd) : 143.1 (145.6)
min ≤ med ≤ max:
3.1 ≤ 94.9 ≤ 1407.5
IQR (CV) : 122.7 (1)
908 distinct values 70165 (97.2%)
soil_B [numeric]
Mean (sd) : 0.1 (0.2)
min ≤ med ≤ max:
0 ≤ 0 ≤ 1.1
IQR (CV) : 0.1 (1.8)
908 distinct values 70165 (97.2%)
soil_Mn [numeric]
Mean (sd) : 48.4 (27.3)
min ≤ med ≤ max:
5 ≤ 43.2 ≤ 176.8
IQR (CV) : 32.1 (0.6)
908 distinct values 70165 (97.2%)
soil_Fe [numeric]
Mean (sd) : 95.5 (34.8)
min ≤ med ≤ max:
33.2 ≤ 88.5 ≤ 280.3
IQR (CV) : 43.1 (0.4)
908 distinct values 70165 (97.2%)
soil_S [numeric]
Mean (sd) : 11.4 (11)
min ≤ med ≤ max:
2.3 ≤ 7.6 ≤ 81.5
IQR (CV) : 5 (1)
805 distinct values 70361 (97.5%)
soil_Zn [numeric]
Mean (sd) : 1 (0.3)
min ≤ med ≤ max:
0.2 ≤ 0.9 ≤ 2.4
IQR (CV) : 0.5 (0.3)
906 distinct values 70165 (97.2%)
soil_Na [numeric]
Mean (sd) : 36 (46)
min ≤ med ≤ max:
4.9 ≤ 26.9 ≤ 608.4
IQR (CV) : 12.6 (1.3)
909 distinct values 70165 (97.2%)
soil_Al [numeric]
Mean (sd) : 803.4 (346.7)
min ≤ med ≤ max:
125 ≤ 762.3 ≤ 2613.2
IQR (CV) : 434.7 (0.4)
908 distinct values 70165 (97.2%)
soil_C [numeric]
Mean (sd) : 0.9 (0.6)
min ≤ med ≤ max:
0.2 ≤ 0.7 ≤ 3.8
IQR (CV) : 0.6 (0.6)
598 distinct values 70477 (97.6%)
soil_EC [numeric]
Mean (sd) : 57.6 (29.5)
min ≤ med ≤ max:
16.3 ≤ 49.2 ≤ 207
IQR (CV) : 25.5 (0.5)
311 distinct values 71867 (99.6%)
soil_sample_top [numeric]
Mean (sd) : 2.3 (4.2)
min ≤ med ≤ max:
0 ≤ 0 ≤ 10
IQR (CV) : 0 (1.8)
3 distinct values 70667 (97.9%)
soil_sample_bottom [integer]
Mean (sd) : 23.5 (6.3)
min ≤ med ≤ max:
20 ≤ 20 ≤ 35
IQR (CV) : 0 (0.3)
20:1162(76.9%)
30:3(0.2%)
35:347(22.9%)
70667 (97.9%)
soil_quality [character]
1. (Empty string)
2. High
3. Low
4. Medium
49319(68.3%)
2434(3.4%)
920(1.3%)
19506(27.0%)
0 (0.0%)
landscape_position [character]
1. (Empty string)
2. Bottomland
3. hillside
4. lowland
5. LowLand
6. MediumLand
7. Slope
8. Upland
9. VeryLowLand
45399(62.9%)
38(0.1%)
857(1.2%)
2946(4.1%)
3572(4.9%)
16610(23.0%)
69(0.1%)
2397(3.3%)
291(0.4%)
0 (0.0%)
hhid [integer64]
Mean (sd) : 221096021206 (427483352907)
min ≤ med ≤ max:
88 ≤ 768483144 ≤ 1111047124176
IQR (CV) : 89995628575 (1.9)
5001 distinct values 67178 (93.1%)
farmland_owned [numeric]
Mean (sd) : 12.2 (141.3)
min ≤ med ≤ max:
0 ≤ 3.5 ≤ 8100
IQR (CV) : 5 (11.6)
377 distinct values 61304 (84.9%)
farmland_rentedin [numeric]
Mean (sd) : 18.7 (588)
min ≤ med ≤ max:
0 ≤ 0.5 ≤ 32400
IQR (CV) : 2 (31.4)
130 distinct values 68917 (95.5%)
farmland_rentedout [numeric]
Mean (sd) : 3.2 (91.4)
min ≤ med ≤ max:
0 ≤ 0 ≤ 3600
IQR (CV) : 0 (28.5)
50 distinct values 70506 (97.7%)
cropland_used [numeric]
Mean (sd) : 19.7 (336.1)
min ≤ med ≤ max:
0 ≤ 3 ≤ 18800
IQR (CV) : 4 (17.1)
424 distinct values 58944 (81.7%)
land_irrigated [character]
1. (Empty string)
2. all
3. half
4. little
5. most
6. n
7. N
8. none
9. underhalf
10. y
11. Y
60347(83.6%)
189(0.3%)
111(0.2%)
82(0.1%)
107(0.1%)
5844(8.1%)
3456(4.8%)
756(1.0%)
96(0.1%)
899(1.2%)
292(0.4%)
0 (0.0%)
land_ownedby [character]
1. (Empty string)
2. male_adult
3. male_adult female_ad
4. female_adult
5. Leasehold tenant
6. Amortizing owner
7. male_adult male_adul
8. male_adult female_ad
9. male_adult female_ad
10. Owner
[ 32 others ]
61569(85.3%)
5398(7.5%)
3630(5.0%)
1139(1.6%)
47(0.1%)
44(0.1%)
44(0.1%)
33(0.0%)
30(0.0%)
28(0.0%)
217(0.3%)
0 (0.0%)
land_tenure [character]
1. (Empty string)
2. own_land
3. own_land rent_in_lan
4. rent_in_land
5. family_land
6. communal_land
7. own_land communal_la
8. share_out
9. own_land share_out
10. own_land rent_out_la
[ 35 others ]
61693(85.5%)
7471(10.4%)
1109(1.5%)
530(0.7%)
252(0.3%)
201(0.3%)
192(0.3%)
149(0.2%)
122(0.2%)
115(0.2%)
345(0.5%)
0 (0.0%)