source_record_id stringlengths 40 48 | country_iso3 stringclasses 1
value | country_name stringclasses 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 | source_period_label stringclasses 1
value | source_provider stringclasses 1
value | source_dataset stringclasses 1
value | source_resource stringclasses 1
value | source_package_id stringclasses 1
value | source_resource_id stringclasses 1
value | source_url stringclasses 1
value | license_id stringclasses 1
value | retrieved_at stringdate 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 |
CFS 2016_2017 | Africa (Zambia official open data)
3,239 rows - 1 Africa country - 2016-2023 - Repackaged by Electric Sheep Africa
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
- Source: CFS 2016_2017
- Publisher: Zambia Statistics Agency
- Resource: CFS 2016_2017
- Format:
XLSX - License: Other open license
- Packaging mode:
tabular_resource
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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