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source_record_id
stringlengths
40
48
country_iso3
stringclasses
1 value
country_name
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1 value
source_sheet
stringclasses
11 values
crop
stringclasses
46 values
area_planted_ha
float64
0.25
1.64M
area_expected_to_be_harvested_ha
float64
0
1.43M
expected_production_mt
float64
0
3.61M
yield_mt
float64
0
31.6
expected_total_sales_mt
float64
0
1.97M
quantity_of_basal_fert_used_mt
float64
0.01
150k
quantity_of_top_fert_used_mt
float64
0.02
157k
source_period_start_year
int64
2.02k
2.02k
source_period_end_year
int64
2.02k
2.02k
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2026-07-22 09:43:48
2026-07-22 09:43:48
province
stringclasses
13 values
area_harvested_ha
float64
0
1.43M
expected_sales_mt
float64
0
1.97M
basal_fert_applied_mt
float64
0
150k
top_fert_applied_mt
float64
0
157k
district
stringclasses
76 values
yield_mt_ha
float64
0
60
hectares_planted
float64
0.02
1.6M
hectares_expected_to_be_harvested
float64
15.7
1.39M
yield_rate_mt_ha
float64
0
1.54k
basal_fertilizer_applied_mt
float64
5.6
139k
top_dressing_fertilizer_applied_mt
float64
0.37
147k
quantity_retained_for_seed_mt
float64
35
92.6k
number_of_households_growing_crops
float64
79.9
1.35M
maize
stringclasses
19 values
central
stringclasses
11 values
d_281871_57959514204
float64
0.28
1.6M
d_238827_29289497042
float64
0
1.39M
d_594009_7895758275
float64
0.19
3.4M
d_2_107377375289187
float64
0
6.43
d_344225_08004155767
float64
0
1.8M
d_22799_726550671745
float64
0.07
139k
d_25086_70433705645
float64
0.03
147k
d_47886_430887728195
float64
0
286k
d_7170_622094165113
float64
0
92.6k
d_173721_42372109834
float64
0
1.35M
number_of_hh_growing_this_crop
float64
1.23
284k
area_under_cassava
float64
68.5
316k
area_under_mature_cassava
float64
25.9
108k
number_of_households_growing_crop
float64
562
499k
cassava_root_production_11_7_mt_ha
float64
801
3.7M
conversion_to_flour_25_extraction_rate
float64
200
924k
kabwe
stringclasses
60 values
d_388_70708481257805
float64
5.8
102k
d_0
float64
0
32.9k
d_4547_872892307163
float64
67.9
1.2M
d_1136_9682230767908
float64
17
299k
hectares_harvested
float64
0
69.5k
basal_dressing_mt
float64
0
13.8k
top_dressing_mt
float64
0
10.8k
number_of_farms_growing
float64
1
925
yield
float64
0
48.4
zamstats-media-f4dab6cd06d240:national:0
ZMB
Zambia
National
Maize
1,644,740.675431
1,433,943.587513
3,606,548.99812
2.192777
1,969,992.77913
149,711.619116
157,365.420378
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:1
ZMB
Zambia
National
Maize for seed
7,173.199753
7,123.488155
39,083.554438
5.448552
31,591.339937
2,174.992117
7,370.058466
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:2
ZMB
Zambia
National
Maize for silage
3,433.986043
3,382.681695
406.538462
0.118387
193.846154
726.262135
631.870007
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:3
ZMB
Zambia
National
Green Maize
276.248435
240.645408
0
0
0
77.617627
66.736934
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:4
ZMB
Zambia
National
Sorghum
33,728.196814
27,468.940727
17,336.792748
0.514015
3,408.396444
91.265469
57.074759
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:5
ZMB
Zambia
National
Rice
33,303.393385
29,574.592664
38,422.903309
1.153723
18,535.529189
62.520301
49.343466
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:6
ZMB
Zambia
National
Millet
52,820.292335
45,760.790805
32,566.459817
0.616552
9,557.707425
35.775034
18.491429
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:7
ZMB
Zambia
National
Sunflower
105,183.591781
99,384.105219
50,220.496272
0.477456
2,308.834983
96.673938
27.595472
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:8
ZMB
Zambia
National
Groundnuts
269,611.112955
262,611.839611
168,699.35402
0.625714
80,626.326176
92.647984
75.469454
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:9
ZMB
Zambia
National
Soya beans
231,630.325132
225,358.686499
351,415.508306
1.517139
288,336.026611
14,753.690254
3,914.425904
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:10
ZMB
Zambia
National
Seed cotton
113,649.046935
105,351.508549
89,292.895546
0.78569
762.694962
743.113801
211.451251
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:11
ZMB
Zambia
National
Irish potato
1,004.881497
1,004.29639
31,750.000643
31.595766
31,318.51415
612.247113
235.267003
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:12
ZMB
Zambia
National
Virginia Tobacco
5,215.091967
5,178.069027
12,079.203019
2.316201
8,285.362982
2,120.348209
788.14313
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:13
ZMB
Zambia
National
Burley tobacco
5,428.189425
5,415.692204
8,416.463443
1.55051
357.769817
1,727.134644
1,223.122392
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:14
ZMB
Zambia
National
Mixed beans
83,634.515824
80,734.912995
45,937.538092
0.549265
25,062.30298
212.306019
66.081733
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:15
ZMB
Zambia
National
Bambara nuts
6,235.446027
6,013.090464
4,376.963592
0.701949
1,525.717204
5.599992
5.599992
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:16
ZMB
Zambia
National
Cowpeas
26,438.140545
23,413.09052
12,427.902747
0.470075
6,254.363473
13.169743
6.709124
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:17
ZMB
Zambia
National
Velvet beans
93.168005
93.168005
11.180161
0.12
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:18
ZMB
Zambia
National
Sweet potatoes
55,312.432491
54,287.209396
206,676.315837
3.736526
123,937.681176
151.829996
39.550709
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:19
ZMB
Zambia
National
Paprika
22.120506
16.21644
1.784435
0.080669
0.2
0.05
0.368272
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:20
ZMB
Zambia
National
Pineapples
1,340.538861
1,240.739995
6,167.643565
4.600869
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:21
ZMB
Zambia
National
Wheat
26,772.674474
26,741.482166
193,713.154333
7.23548
144,316.854479
7,727.329823
6,717.356762
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:22
ZMB
Zambia
National
Barley
857.300036
857.300036
6,529.133665
7.615926
5,376.285839
222.887366
157.055803
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:23
ZMB
Zambia
National
Popcorn
9,149.210724
8,530.342463
7,829.157724
0.855719
6,240.078066
303.318141
401.336492
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:national:24
ZMB
Zambia
National
Sugarcane (domestic)
192.210596
150.80172
484.592821
2.521156
null
null
4.152871
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:0
ZMB
Zambia
province
Maize
298,784.797318
null
684,699.022909
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
255,579.852452
424,071.28843
27,470.599094
29,513.296585
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:1
ZMB
Zambia
province
null
91,011.865112
null
248,795.408613
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Copperbelt
83,777.680335
147,276.336212
10,743.667003
11,439.612177
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:2
ZMB
Zambia
province
null
390,807.265977
null
881,413.301398
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Eastern
370,153.477056
440,084.906065
33,333.36031
36,846.589403
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:3
ZMB
Zambia
province
null
47,624.200001
null
124,690.587085
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Luapula
41,999.808407
80,704.802701
6,615.954602
6,658.836871
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:4
ZMB
Zambia
province
null
56,791.244328
null
142,682.324027
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Lusaka
47,532.778509
72,287.706716
7,225.536088
7,487.626854
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:5
ZMB
Zambia
province
null
98,424.374053
null
324,918.091618
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Muchinga
92,142.315825
204,647.149565
14,863.342777
14,911.548686
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:6
ZMB
Zambia
province
null
109,874.191733
null
308,455.160723
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Northern
101,796.002919
200,109.902167
15,744.161879
15,935.647739
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:7
ZMB
Zambia
province
null
78,035.578452
null
153,513.651891
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
North Western
64,603.703548
83,798.23393
6,516.285665
6,748.637523
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:8
ZMB
Zambia
province
null
368,285.536682
null
652,272.721976
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Southern
300,859.389564
292,260.816871
25,151.06195
25,805.009871
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:9
ZMB
Zambia
province
null
105,101.621775
null
85,108.727881
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Western
75,498.578898
24,751.636471
2,047.649749
2,018.614671
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:10
ZMB
Zambia
province
null
1,644,740.675431
null
3,606,548.99812
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Prov Total
1,433,943.587513
1,969,992.77913
149,711.619116
157,365.420378
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:11
ZMB
Zambia
province
Maize for seed
5,108.598205
null
33,123.265152
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
5,061.530674
26,403.297977
1,702.921446
6,888.653089
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:12
ZMB
Zambia
province
null
245
null
868
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Copperbelt
245
569
44
49.25
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:13
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Eastern
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:14
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Luapula
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:15
ZMB
Zambia
province
null
854.402542
null
1,245.733051
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Lusaka
851.758475
859.322034
105.381356
98.771186
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:16
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Muchinga
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:17
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Northern
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:18
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
North Western
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:19
ZMB
Zambia
province
null
965.199006
null
3,846.556236
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Southern
965.199006
3,759.719926
322.689315
333.384191
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:20
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Western
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:21
ZMB
Zambia
province
null
7,173.199753
null
39,083.554438
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Prov Total
7,123.488155
31,591.339937
2,174.992117
7,370.058466
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:22
ZMB
Zambia
province
Maize for silage
1,625.718085
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
1,625.718085
null
371.526087
385.36901
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:23
ZMB
Zambia
province
null
312.5125
null
105
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Copperbelt
302.5125
null
42.84
29.69
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:24
ZMB
Zambia
province
null
27
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Eastern
27
null
0.3
0.2
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:25
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Luapula
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:26
ZMB
Zambia
province
null
356.211864
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Lusaka
356.211864
null
27.169492
25.051907
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:27
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Muchinga
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:28
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Northern
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:29
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
North Western
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:30
ZMB
Zambia
province
null
1,112.543593
null
301.538462
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Southern
1,071.239245
193.846154
284.426556
191.55909
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:31
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Western
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:32
ZMB
Zambia
province
null
3,433.986043
null
406.538462
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Prov Total
3,382.681695
193.846154
726.262135
631.870007
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:33
ZMB
Zambia
province
Green Maize
13.870729
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
13.870729
null
2.706061
2.706061
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:34
ZMB
Zambia
province
null
16.25
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Copperbelt
16.25
null
0.8
0.5
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:35
ZMB
Zambia
province
null
0.405
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Eastern
0.405
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:36
ZMB
Zambia
province
null
1.75
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Luapula
1.75
null
0.35
0.35
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:37
ZMB
Zambia
province
null
155.933898
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Lusaka
133.723729
null
70.99322
60.086441
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:38
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Muchinga
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:39
ZMB
Zambia
province
null
2.25
null
0
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Northern
2.25
0
0.45
0.45
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:40
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
North Western
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:41
ZMB
Zambia
province
null
85.288808
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Southern
71.895951
null
2.218346
2.544433
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:42
ZMB
Zambia
province
null
0.5
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Western
0.5
null
0.1
0.1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:43
ZMB
Zambia
province
null
276.248435
null
0
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Prov Total
240.645408
0
77.617627
66.736934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:44
ZMB
Zambia
province
Sorghum
2,939.936512
null
1,487.74131
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
2,726.106086
379.899694
1.897969
7.335067
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:45
ZMB
Zambia
province
null
837.597951
null
561.013444
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Copperbelt
823.503739
239.511327
0.2
0.1
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:46
ZMB
Zambia
province
null
5.285133
null
5.073727
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Eastern
5.285133
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:47
ZMB
Zambia
province
null
219.168191
null
149.028737
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Luapula
214.925573
42.042003
0.547059
0.273529
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:48
ZMB
Zambia
province
null
406.693601
null
481.332881
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Lusaka
403.687161
355.023115
3.966102
3.966102
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:49
ZMB
Zambia
province
null
3,192.812487
null
2,964.119531
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Muchinga
2,948.292407
212.873476
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:50
ZMB
Zambia
province
null
298.62193
null
241.810333
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Northern
270.498379
25.711473
1.744566
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:51
ZMB
Zambia
province
null
2,023.412333
null
1,280.057515
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
North Western
1,742.550592
199.533875
0
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:52
ZMB
Zambia
province
null
18,104.584651
null
7,964.585758
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Southern
13,670.804432
1,726.512929
82.909773
45.400061
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:53
ZMB
Zambia
province
null
5,700.084025
null
2,202.029511
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Western
4,663.287225
227.288552
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:54
ZMB
Zambia
province
null
33,728.196814
null
17,336.792748
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Prov Total
27,468.940727
3,408.396444
91.265469
57.074759
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:55
ZMB
Zambia
province
Rice
96.697316
null
51.884624
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
92.120396
8.885328
4.019355
1.830768
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:56
ZMB
Zambia
province
null
86.905611
null
212.699638
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Copperbelt
86.905611
47.809101
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:57
ZMB
Zambia
province
null
1,529.427165
null
2,260.465468
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Eastern
1,503.916189
495.91849
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:58
ZMB
Zambia
province
null
2,356.970494
null
4,440.791336
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Luapula
2,275.774734
2,809.159826
19.995395
18.183856
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:59
ZMB
Zambia
province
null
2.387034
null
0.424892
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Lusaka
2.387034
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:60
ZMB
Zambia
province
null
5,525.130229
null
10,408.48622
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Muchinga
5,326.280072
4,057.578418
13.860171
13.860171
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:61
ZMB
Zambia
province
null
11,433.283775
null
9,507.82564
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Northern
10,317.156599
5,955.498001
13.961803
10.409504
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:62
ZMB
Zambia
province
null
355.444546
null
448.732105
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
North Western
355.444546
174.123565
5.62441
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:63
ZMB
Zambia
province
null
null
null
null
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Southern
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:64
ZMB
Zambia
province
null
11,917.147215
null
11,091.593387
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Western
9,614.607484
4,986.55646
5.059166
5.059166
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:65
ZMB
Zambia
province
null
33,303.393385
null
38,422.903309
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Prov Total
29,574.592664
18,535.529189
62.520301
49.343466
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
zamstats-media-f4dab6cd06d240:province:66
ZMB
Zambia
province
Millet
2,111.136778
null
1,665.306416
null
null
null
null
2,016
2,023
2016-2023
Zambia Statistics Agency
CFS 2016_2017
CFS 2016_2017
cfs-2016-2017-zamstats-media-f4dab6cd06d240
zamstats-media-f4dab6cd06d240
https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx
other-open
2026-07-22T09:43:48Z
Central
1,978.435851
404.562864
9.795726
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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CFS 2016_2017 | Africa (Zambia official open data)

3,239 rows - 1 Africa country - 2016-2023 - Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset packages one official XLSX resource from Zambia as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

Geographic coverage

1 Africa country:

Country Rows First year Last year Name
ZMB 3,239 2016 2023 Zambia

Indicators or Resource Contents

  • This source file is packaged as a normalized tabular resource.

Schema

Column Type Description Example
source_record_id string Stable row identifier for tabular resources. zamstats-media-f4dab6cd06d240:national:0
country_iso3 string ISO3 country code. ZMB
country_name string Country name. Zambia
source_sheet string Workbook sheet name, when the source is a spreadsheet. National
crop string Source column. Maize
area_planted_ha float64 Source column. 1644740.675430921
area_expected_to_be_harvested_ha float64 Source column. 1433943.587512985
expected_production_mt float64 Source column. 3606548.998120436
yield_mt float64 Source column. 2.192776680235942
expected_total_sales_mt float64 Source column. 1969992.779130115
quantity_of_basal_fert_used_mt float64 Source column. 149711.61911610182
quantity_of_top_fert_used_mt float64 Source column. 157365.4203780237
source_period_start_year Int64 First year inferred from source resource metadata. 2016
source_period_end_year Int64 Last year inferred from source resource metadata. 2023
source_period_label string Human-readable period inferred from source resource metadata. 2016-2023
source_provider string Publishing organization. Zambia Statistics Agency
source_dataset string Source package title. CFS 2016_2017
source_resource string Source resource title. CFS 2016_2017
source_package_id string CKAN package UUID. cfs-2016-2017-zamstats-media-f4dab6cd06d240
source_resource_id string CKAN resource UUID. zamstats-media-f4dab6cd06d240
source_url string Original source resource URL. https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xls
license_id string Source license identifier. other-open
retrieved_at string UTC retrieval timestamp. 2026-07-22T09:43:48Z
province string Source column. ``
area_harvested_ha float64 Source column. ``
expected_sales_mt float64 Source column. ``
basal_fert_applied_mt float64 Source column. ``
top_fert_applied_mt float64 Source column. ``
district string Source column. ``
yield_mt_ha float64 Source column. ``
hectares_planted float64 Source column. ``
hectares_expected_to_be_harvested float64 Source column. ``
yield_rate_mt_ha float64 Source column. ``
basal_fertilizer_applied_mt float64 Source column. ``
top_dressing_fertilizer_applied_mt float64 Source column. ``
quantity_retained_for_seed_mt float64 Source column. ``
number_of_households_growing_crops float64 Source column. ``
maize string Source column. ``
central string Source column. ``
d_281871_57959514204 float64 Source column. ``
d_238827_29289497042 float64 Source column. ``
d_594009_7895758275 float64 Source column. ``
d_2_107377375289187 float64 Source column. ``
d_344225_08004155767 float64 Source column. ``
d_22799_726550671745 float64 Source column. ``
d_25086_70433705645 float64 Source column. ``
d_47886_430887728195 float64 Source column. ``
d_7170_622094165113 float64 Source column. ``
d_173721_42372109834 float64 Source column. ``
number_of_hh_growing_this_crop float64 Source column. ``
area_under_cassava float64 Source column. ``
area_under_mature_cassava float64 Source column. ``
number_of_households_growing_crop float64 Source column. ``
cassava_root_production_11_7_mt_ha float64 Source column. ``
conversion_to_flour_25_extraction_rate float64 Source column. ``
kabwe string Source column. ``
d_388_70708481257805 float64 Source column. ``
d_0 float64 Source column. ``
d_4547_872892307163 float64 Source column. ``
d_1136_9682230767908 float64 Source column. ``
hectares_harvested float64 Source column. ``
basal_dressing_mt float64 Source column. ``
top_dressing_mt float64 Source column. ``
number_of_farms_growing float64 Source column. ``
yield float64 Source column. ``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-zambia-cfs-2016-2017-8914bcf2")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "ZMB"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_zambia_cfs_2016_2017_8914bcf2_2023,
  title        = {CFS 2016_2017 | Africa (Zambia official open data)},
  author       = {Zambia Statistics Agency},
  year         = {2023},
  url          = {https://www.zamstats.gov.zm/cfs-2016_2017/},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-zambia-cfs-2016-2017-8914bcf2}}
}

License

Released under Other open license.

Original data (c) Zambia Statistics Agency. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica


Provenance: ingested 2026-07-22 via the Electric Sheep pipeline. Source URL: https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2016_2017.xlsx

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