Zambia · Country Data Coverage
Collection
84 official ML-ready Zambia datasets and metadata surfaces. • 135 items • Updated
source_record_id stringlengths 39 50 | country_iso3 stringclasses 1
value | country_name stringclasses 1
value | source_sheet stringclasses 13
values | maize stringclasses 31
values | d_1494451_2328355191 float64 0.55 243k ⌀ | d_963818_3909358546 float64 0.55 195k ⌀ | d_2618221_150106948 float64 0.11 226k ⌀ | d_1_7519615846809717 float64 0 14.6 ⌀ | d_1457481_6269822267 float64 170 194k ⌀ | d_156481_29092660054 float64 0.08 14.3k ⌀ | d_156782_13373661233 float64 0.77 11.9k ⌀ | source_period_start_year int64 2.01k 2.01k | 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 | central stringclasses 13
values | d_273008_52211353555 float64 0.25 1.49M ⌀ | d_164809_13003645925 float64 0.25 964k ⌀ | d_484722_9816550178 float64 0 2.62M ⌀ | d_1_7754866328071508 float64 0 35.2 ⌀ | d_266411_7645744834 float64 0 1.46M ⌀ | d_32169_813742333332 float64 0 156k ⌀ | d_32719_713338565893 float64 0 157k ⌀ | crop stringclasses 44
values | province stringclasses 11
values | distrcit stringclasses 75
values | area_planted_ha float64 0.04 1.49M ⌀ | area_harvested_ha float64 0 964k ⌀ | expected_production_mt float64 0 2.62M ⌀ | yield_mt_ha float64 0 45.4 ⌀ | expected_sales_mt float64 0 1.46M ⌀ | basal_fert_applied_mt float64 0 156k ⌀ | top_fert_applied_mt float64 0 157k ⌀ | yield_mt_ha_2 float64 0 310 ⌀ | hectares_planted float64 0.25 1.45M ⌀ | hectares_expected_to_be_harvested float64 90.2 925k ⌀ | yield_rate_mt_ha float64 0 1.87k ⌀ | sales_mt float64 1.08k 1.31M ⌀ | basal_fertilizer_applied_mt float64 0.08 148k ⌀ | top_dressing_fertilizer_applied_mt float64 0.77 148k ⌀ | quantity_retained_for_seed_mt float64 189 28.4k ⌀ | number_of_households_growing_crops float64 518 1.3M ⌀ | d_255165_3630288434 float64 0.92 1.45M ⌀ | d_148667_33232445366 float64 0 925k ⌀ | d_404252_5155735539 float64 0 2.44M ⌀ | d_1_5842766070403451 float64 0 16.1 ⌀ | d_206646_80858863526 float64 0 1.31M ⌀ | d_27922_31898141416 float64 0.06 148k ⌀ | d_28479_571739210827 float64 0.02 148k ⌀ | d_4074_305777044825 float64 0 28.4k ⌀ | d_163869_91714282555 float64 0 1.3M ⌀ | chibombo stringclasses 76
values | d_78060_67410278624 float64 0.04 339k ⌀ | d_47534_358707812 float64 0 252k ⌀ | d_110625_06960910387 float64 0 545k ⌀ | d_1_4171677465075248 float64 0 18 ⌀ | d_46276_71298383855 float64 0 258k ⌀ | d_7470_360666858716 float64 0.06 32.6k ⌀ | d_7453_90332952927 float64 0 33k ⌀ | d_43848_77835901121 float64 2.49 709k ⌀ | d_9597_168462667723 float64 127 326k ⌀ | d_1540_4006791913926 float64 4.7 90.8k ⌀ | d_22325_545199527463 float64 631 499k ⌀ | d_112286_87101321234 float64 1.48k 3.81M ⌀ | d_28071_717753303084 float64 371 953k ⌀ | d_166_4944489601288 float64 0.27 326k ⌀ | d_0 float64 0 90.8k ⌀ | 1947 float64 3.18 3.81M ⌀ | d_486_9962632083767 float64 0.79 953k ⌀ | hectares_harvested float64 0.25 66.8k ⌀ | basal_dressing_mt float64 0 13.9k ⌀ | top_dressing_mt float64 0 11.9k ⌀ | field_crop_production float64 1.1 973 ⌀ | are_you_a_member_of_the_zambia_national_farmers_union_zn stringclasses 2
values | white_maize_for_grain stringclasses 22
values | d_17843_159084691863 float64 0.02 70.4k ⌀ | d_16141_797711938447 float64 0 66.8k ⌀ | d_80470_4660814637 float64 0 214k ⌀ | d_4_509877746396462 float64 0 35.3 ⌀ | d_59764_95598584806 float64 0 194k ⌀ | d_4247_494760919129 float64 0 13.9k ⌀ | d_4240_1415993549945 float64 0 11.9k ⌀ | d_3467_420578947367 float64 0.02 158k ⌀ | d_3288_3342105263137 float64 0 148k ⌀ | d_16703_789473684203 float64 0 645k ⌀ | d_4_817353157301474 float64 0 45.4 ⌀ | d_10185_99999999999 float64 0 567k ⌀ | d_856_8999999999997 float64 0 39k ⌀ | d_846_9999999999994 float64 0 24.6k ⌀ | ls stringclasses 3
values | d_17843_15908469173 float64 0.02 2.46M ⌀ | d_16141_797711938338 float64 0 1.72M ⌀ | d_80470_46608146315 float64 0 3.71M ⌀ | d_4_509877746396465 float64 0 35.3 ⌀ | d_59764_95598584771 float64 0 2.11M ⌀ | d_4247_494760919099 float64 0 195k ⌀ | d_4240_141599354964 float64 0 179k ⌀ |
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zamstats-media-409bfeb240905f:national:0 | ZMB | Zambia | National | Maize for seed | 9,027.433539 | 8,849.351902 | 62,578.830503 | 6.932073 | 50,258.827517 | 3,009.140933 | 3,061.363346 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:1 | ZMB | Zambia | National | Maize for silage | 3,273.462616 | 3,262.284751 | 851.06383 | 0.259989 | null | 929.377328 | 811.637874 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:2 | ZMB | Zambia | National | Green Maize | 148.218583 | 144.309492 | null | 0 | null | 39.277451 | 31.063779 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:3 | ZMB | Zambia | National | Sorghum | 24,330.887201 | 10,099.220406 | 8,123.243625 | 0.333865 | 1,332.187027 | 67.30227 | 56.917527 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:4 | ZMB | Zambia | National | Rice | 42,983.974068 | 17,907.331515 | 25,513.745621 | 0.593564 | 12,728.24399 | 243.185451 | 211.048725 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:5 | ZMB | Zambia | National | Millet | 47,006.618724 | 35,054.275859 | 31,966.625456 | 0.680045 | 10,745.915632 | 81.034039 | 82.882331 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:6 | ZMB | Zambia | National | Sunflower | 89,663.857757 | 64,506.852153 | 34,725.889535 | 0.38729 | 393.281703 | 101.632462 | 49.699397 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:7 | ZMB | Zambia | National | Groundnuts | 243,396.732393 | 194,998.110412 | 111,428.535149 | 0.457806 | 44,781.532834 | 134.830705 | 80.520946 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:8 | ZMB | Zambia | National | Soybeans | 129,507.192378 | 112,061.696432 | 226,323.313712 | 1.747573 | 193,543.79514 | 14,272.541763 | 2,326.803773 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:9 | ZMB | Zambia | National | Seed cotton | 158,618.918935 | 126,803.157937 | 103,889.088676 | 0.65496 | 260.375818 | 200.112112 | 62.371012 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:10 | ZMB | Zambia | National | Irish potatoes | 3,139.596009 | 2,993.429695 | 45,901.834386 | 14.6203 | 44,503.15267 | 1,280.641232 | 768.11557 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:11 | ZMB | Zambia | National | Virginia Tobacco | 10,662.360526 | 9,562.368243 | 19,810.82471 | 1.858015 | 13,283.265877 | 4,355.32613 | 1,334.705843 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:12 | ZMB | Zambia | National | Burley Tobacco | 5,304.415859 | 4,944.912257 | 6,082.736706 | 1.146731 | 315.758249 | 1,386.865452 | 1,149.173304 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:13 | ZMB | Zambia | National | Mixed beans | 93,432.371421 | 83,702.474616 | 50,397.761111 | 0.539404 | 25,163.668578 | 179.464387 | 105.502883 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:14 | ZMB | Zambia | National | Bambara nuts | 6,976.192244 | 5,726.60981 | 5,280.934949 | 0.756994 | 1,578.965772 | 0.075676 | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:15 | ZMB | Zambia | National | Cowpeas | 12,364.964739 | 6,647.038033 | 5,097.420384 | 0.412247 | 1,546.010601 | 59.039389 | 39.090703 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:16 | ZMB | Zambia | National | velvet beans | 248.78058 | 248.78058 | 45.861085 | 0.184344 | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:17 | ZMB | Zambia | National | Sweet Potatoes | 39,920.789048 | 33,766.37649 | 118,330.225162 | 2.964125 | 58,255.545567 | 159.437945 | 89.880668 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:18 | ZMB | Zambia | National | Other Crops | 73.631877 | 73.631877 | null | 0 | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:19 | ZMB | Zambia | National | Paprika | 392.263636 | 386.601393 | 316.820046 | 0.807671 | 170.454545 | 4.430481 | 0.769466 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:20 | ZMB | Zambia | National | Pineapples | 1,174.028217 | 1,162.140548 | 14,163.312574 | 12.06386 | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:21 | ZMB | Zambia | National | Wheat | 33,459.212962 | 31,137.338897 | 214,229.487788 | 6.402706 | 193,665.933433 | 11,364.156234 | 11,902.950569 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:22 | ZMB | Zambia | National | Barley | 270.582794 | 270.582794 | 2,109.123034 | 7.794742 | 1,922.952821 | 173.671138 | 94.518964 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:23 | ZMB | Zambia | National | Castor beans | 0.55 | 0.55 | 0.11 | 0.2 | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:24 | ZMB | Zambia | National | Popcorn | 4,909.480493 | 2,909.134296 | 3,706.446409 | 0.754957 | 2,708.156976 | 230.213385 | 291.426069 | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:national:25 | ZMB | Zambia | National | Sugar cane (non industrial) | 94.086643 | 90.168676 | 167.562322 | 1.780936 | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:0 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Copperbelt | 90,473.390252 | 71,642.632418 | 207,808.498627 | 2.296902 | 134,713.261047 | 10,816.894534 | 10,850.960358 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:1 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Eastern | 324,522.812761 | 254,566.802592 | 551,798.528309 | 1.700338 | 263,458.423045 | 33,098.254519 | 33,535.043833 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:2 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Luapula | 54,073.126027 | 43,318.544968 | 140,892.214177 | 2.605587 | 93,102.931046 | 8,096.279461 | 8,060.769808 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:3 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Lusaka | 47,508.03948 | 33,301.300116 | 96,332.562751 | 2.027711 | 46,794.428041 | 6,313.85718 | 6,127.412496 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:4 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Muchinga | 77,396.655764 | 66,596.480248 | 245,090.669001 | 3.166683 | 157,827.973554 | 12,081.79034 | 12,112.925992 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:5 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Northern | 105,297.714768 | 97,498.648649 | 276,199.094153 | 2.62303 | 229,171.920983 | 16,008.917926 | 16,051.406226 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:6 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Northwestern | 73,930.88712 | 64,825.942289 | 190,433.465484 | 2.575831 | 115,928.916438 | 7,859.287964 | 7,762.574654 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:7 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Southern | 344,008.86458 | 133,301.29194 | 372,449.560164 | 1.082674 | 132,152.694821 | 27,413.973694 | 27,117.885818 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:8 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Western | 104,231.21997 | 33,957.617679 | 52,493.575784 | 0.503626 | 17,919.313432 | 2,622.221567 | 2,443.441213 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:9 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Prov Total | 1,494,451.232836 | 963,818.390936 | 2,618,221.150107 | 1.751962 | 1,457,481.626982 | 156,481.290927 | 156,782.133737 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:10 | ZMB | Zambia | province | Maize for seed | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | CENTRAL | 6,984.650313 | 6,806.568676 | 53,362.102562 | 7.63991 | 41,042.099576 | 2,299.95304 | 2,338.274261 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:11 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Copperbelt | 50 | 50 | 275 | 5.5 | 275 | 20 | 20 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:12 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Eastern | 6.48 | 6.48 | 12.5 | 1.929012 | 12.5 | 1 | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:13 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:14 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Lusaka | 493.297297 | 493.297297 | 2,213.513514 | 4.487179 | 2,213.513514 | 174.340541 | 184.881081 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:15 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:16 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Northern | 253 | 253 | 1,265 | 5 | 1,265 | 101.2 | 145.475 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:17 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Northwestern | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:18 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Southern | 1,240.005929 | 1,240.005929 | 5,450.714427 | 4.395716 | 5,450.714427 | 412.647352 | 371.733004 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:19 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:20 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Prov Total | 9,027.433539 | 8,849.351902 | 62,578.830503 | 6.932073 | 50,258.827517 | 3,009.140933 | 3,061.363346 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:21 | ZMB | Zambia | province | Maize for silage | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | CENTRAL | 1,329.003173 | 1,329.003173 | 851.06383 | 0.640378 | null | 521.260836 | 461.97517 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:22 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Copperbelt | 62.25 | 62.25 | null | 0 | null | 9.9 | 8.5 | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:23 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Eastern | 35 | 35 | null | 0 | null | 3.75 | 4 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:24 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:25 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Lusaka | 1,022.631757 | 1,022.631757 | null | 0 | null | 270.679054 | 240.679054 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:26 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Muchinga | 24 | 24 | null | 0 | null | 7.26 | 5.82 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:27 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Northern | 3.857143 | 3.857143 | null | 0 | null | 0.771429 | 0.771429 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:28 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Northwestern | 0.5 | 0.5 | null | 0 | null | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:29 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Southern | 796.220544 | 785.042678 | null | 0 | null | 115.756009 | 89.892222 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:30 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:31 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Prov Total | 3,273.462616 | 3,262.284751 | 851.06383 | 0.259989 | null | 929.377328 | 811.637874 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:32 | ZMB | Zambia | province | Green Maize | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | CENTRAL | 21.710526 | 21.710526 | null | 0 | null | 3.3 | 3.878947 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:33 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Copperbelt | 17.727273 | 17.727273 | null | 0 | null | 17.159091 | 14.409091 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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-409bfeb240905f:province:34 | ZMB | Zambia | province | null | null | null | null | null | null | null | null | 2,014 | 2,023 | 2014-2023 | Zambia Statistics Agency | CFS 2014_2015 | CFS 2014_2015 | cfs-2014-2015-zamstats-media-409bfeb240905f | zamstats-media-409bfeb240905f | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls | other-open | 2026-07-22T09:43:48Z | Eastern | 0.5 | 0.5 | null | 0 | null | 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 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview. Expand in Data Studio
CFS 2014_2015 | Africa (Zambia official open data)
6,168 rows - 1 Africa country - 2014-2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLS 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 2014_2015
- Publisher: Zambia Statistics Agency
- Resource: CFS 2014_2015
- Format:
XLS - License: Other open license
- Packaging mode:
tabular_resource
Geographic coverage
1 Africa country:
| Country | Rows | First year | Last year | Name |
|---|---|---|---|---|
ZMB |
6,168 | 2014 | 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-409bfeb240905f: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 |
maize |
string |
Source column. | Maize for seed |
d_1494451_2328355191 |
float64 |
Source column. | 9027.433539042166 |
d_963818_3909358546 |
float64 |
Source column. | 8849.35190190803 |
d_2618221_150106948 |
float64 |
Source column. | 62578.83050280453 |
d_1_7519615846809717 |
float64 |
Source column. | 6.932073244534161 |
d_1457481_6269822267 |
float64 |
Source column. | 50258.82751661567 |
d_156481_29092660054 |
float64 |
Source column. | 3009.1409327425336 |
d_156782_13373661233 |
float64 |
Source column. | 3061.3633460616898 |
source_period_start_year |
Int64 |
First year inferred from source resource metadata. | 2014 |
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. | 2014-2023 |
source_provider |
string |
Publishing organization. | Zambia Statistics Agency |
source_dataset |
string |
Source package title. | CFS 2014_2015 |
source_resource |
string |
Source resource title. | CFS 2014_2015 |
source_package_id |
string |
CKAN package UUID. | cfs-2014-2015-zamstats-media-409bfeb240905f |
source_resource_id |
string |
CKAN resource UUID. | zamstats-media-409bfeb240905f |
source_url |
string |
Original source resource URL. | https://www.zamstats.gov.zm/wp-content/uploads/2023/12/CFS-2014_2015.xls |
license_id |
string |
Source license identifier. | other-open |
retrieved_at |
string |
UTC retrieval timestamp. | 2026-07-22T09:43:48Z |
central |
string |
Source column. | `` |
d_273008_52211353555 |
float64 |
Source column. | `` |
d_164809_13003645925 |
float64 |
Source column. | `` |
d_484722_9816550178 |
float64 |
Source column. | `` |
d_1_7754866328071508 |
float64 |
Source column. | `` |
d_266411_7645744834 |
float64 |
Source column. | `` |
d_32169_813742333332 |
float64 |
Source column. | `` |
d_32719_713338565893 |
float64 |
Source column. | `` |
crop |
string |
Source column. | `` |
province |
string |
Source column. | `` |
distrcit |
string |
Source column. | `` |
area_planted_ha |
float64 |
Source column. | `` |
area_harvested_ha |
float64 |
Source column. | `` |
expected_production_mt |
float64 |
Source column. | `` |
yield_mt_ha |
float64 |
Source column. | `` |
expected_sales_mt |
float64 |
Source column. | `` |
basal_fert_applied_mt |
float64 |
Source column. | `` |
top_fert_applied_mt |
float64 |
Source column. | `` |
yield_mt_ha_2 |
float64 |
Source column. | `` |
hectares_planted |
float64 |
Source column. | `` |
hectares_expected_to_be_harvested |
float64 |
Source column. | `` |
yield_rate_mt_ha |
float64 |
Source column. | `` |
sales_mt |
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. | `` |
d_255165_3630288434 |
float64 |
Source column. | `` |
d_148667_33232445366 |
float64 |
Source column. | `` |
d_404252_5155735539 |
float64 |
Source column. | `` |
d_1_5842766070403451 |
float64 |
Source column. | `` |
d_206646_80858863526 |
float64 |
Source column. | `` |
d_27922_31898141416 |
float64 |
Source column. | `` |
d_28479_571739210827 |
float64 |
Source column. | `` |
d_4074_305777044825 |
float64 |
Source column. | `` |
d_163869_91714282555 |
float64 |
Source column. | `` |
chibombo |
string |
Source column. | `` |
d_78060_67410278624 |
float64 |
Source column. | `` |
d_47534_358707812 |
float64 |
Source column. | `` |
d_110625_06960910387 |
float64 |
Source column. | `` |
d_1_4171677465075248 |
float64 |
Source column. | `` |
d_46276_71298383855 |
float64 |
Source column. | `` |
d_7470_360666858716 |
float64 |
Source column. | `` |
d_7453_90332952927 |
float64 |
Source column. | `` |
d_43848_77835901121 |
float64 |
Source column. | `` |
d_9597_168462667723 |
float64 |
Source column. | `` |
d_1540_4006791913926 |
float64 |
Source column. | `` |
d_22325_545199527463 |
float64 |
Source column. | `` |
d_112286_87101321234 |
float64 |
Source column. | `` |
d_28071_717753303084 |
float64 |
Source column. | `` |
d_166_4944489601288 |
float64 |
Source column. | `` |
d_0 |
float64 |
Source column. | `` |
1947 |
float64 |
Source column. | `` |
d_486_9962632083767 |
float64 |
Source column. | `` |
hectares_harvested |
float64 |
Source column. | `` |
basal_dressing_mt |
float64 |
Source column. | `` |
top_dressing_mt |
float64 |
Source column. | `` |
field_crop_production |
float64 |
Source column. | `` |
are_you_a_member_of_the_zambia_national_farmers_union_zn |
string |
Source column. | `` |
white_maize_for_grain |
string |
Source column. | `` |
d_17843_159084691863 |
float64 |
Source column. | `` |
d_16141_797711938447 |
float64 |
Source column. | `` |
d_80470_4660814637 |
float64 |
Source column. | `` |
d_4_509877746396462 |
float64 |
Source column. | `` |
d_59764_95598584806 |
float64 |
Source column. | `` |
d_4247_494760919129 |
float64 |
Source column. | `` |
d_4240_1415993549945 |
float64 |
Source column. | `` |
d_3467_420578947367 |
float64 |
Source column. | `` |
d_3288_3342105263137 |
float64 |
Source column. | `` |
d_16703_789473684203 |
float64 |
Source column. | `` |
d_4_817353157301474 |
float64 |
Source column. | `` |
d_10185_99999999999 |
float64 |
Source column. | `` |
d_856_8999999999997 |
float64 |
Source column. | `` |
d_846_9999999999994 |
float64 |
Source column. | `` |
ls |
string |
Source column. | `` |
d_17843_15908469173 |
float64 |
Source column. | `` |
d_16141_797711938338 |
float64 |
Source column. | `` |
d_80470_46608146315 |
float64 |
Source column. | `` |
d_4_509877746396465 |
float64 |
Source column. | `` |
d_59764_95598584771 |
float64 |
Source column. | `` |
d_4247_494760919099 |
float64 |
Source column. | `` |
d_4240_141599354964 |
float64 |
Source column. | `` |
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-zambia-cfs-2014-2015-90fd70d4")
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_2014_2015_90fd70d4_2023,
title = {CFS 2014_2015 | Africa (Zambia official open data)},
author = {Zambia Statistics Agency},
year = {2023},
url = {https://www.zamstats.gov.zm/cfs-2014_2015/},
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-zambia-cfs-2014-2015-90fd70d4}}
}
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-2014_2015.xls
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