country stringclasses 15
values | country_code stringclasses 15
values | year int64 2.02k 2.03k | sector stringclasses 7
values | firm_size stringclasses 4
values | technology_level stringclasses 3
values | export_orientation stringclasses 3
values | labor_productivity_usd float64 424 70.5k | value_added_per_worker float64 275 45.8k | output_per_hour float64 0.21 35.3 | scenario stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|
Kenya | KEN | 2,024 | agriculture | micro | medium | export | 1,776.75 | 1,154.89 | 0.89 | high_burden |
Kenya | KEN | 2,025 | manufacturing | micro | medium | none | 5,286.81 | 3,436.43 | 2.64 | high_burden |
Kenya | KEN | 2,024 | transport | micro | low | none | 5,962.74 | 3,875.78 | 2.98 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | micro | high | none | 3,623.86 | 2,355.51 | 1.81 | high_burden |
Kenya | KEN | 2,021 | manufacturing | micro | medium | none | 3,616.04 | 2,350.43 | 1.81 | high_burden |
Kenya | KEN | 2,019 | manufacturing | micro | medium | none | 4,529.49 | 2,944.17 | 2.26 | high_burden |
Kenya | KEN | 2,020 | manufacturing | micro | medium | domestic | 5,780.33 | 3,757.22 | 2.89 | high_burden |
Kenya | KEN | 2,023 | wholesale_retail | large | low | domestic | 7,504.64 | 4,878.02 | 3.75 | high_burden |
Kenya | KEN | 2,020 | construction | small | high | none | 13,395.58 | 8,707.13 | 6.7 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | medium | none | 2,046.23 | 1,330.05 | 1.02 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | micro | medium | domestic | 2,103.07 | 1,366.99 | 1.05 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | domestic | 1,393.75 | 905.94 | 0.7 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | medium | none | 1,062.68 | 690.74 | 0.53 | high_burden |
Kenya | KEN | 2,021 | services | small | low | none | 10,647.2 | 6,920.68 | 5.32 | high_burden |
Kenya | KEN | 2,019 | wholesale_retail | micro | low | none | 1,160.03 | 754.02 | 0.58 | high_burden |
Kenya | KEN | 2,023 | agriculture | micro | medium | export | 2,083.98 | 1,354.59 | 1.04 | high_burden |
Kenya | KEN | 2,019 | wholesale_retail | micro | low | none | 2,007.92 | 1,305.15 | 1 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | medium | high | none | 8,350.39 | 5,427.75 | 4.18 | high_burden |
Kenya | KEN | 2,018 | manufacturing | micro | low | domestic | 2,424.53 | 1,575.94 | 1.21 | high_burden |
Kenya | KEN | 2,019 | services | micro | low | none | 5,801.85 | 3,771.2 | 2.9 | high_burden |
Kenya | KEN | 2,020 | services | micro | low | none | 2,436.14 | 1,583.49 | 1.22 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | micro | medium | none | 2,852.92 | 1,854.4 | 1.43 | high_burden |
Kenya | KEN | 2,018 | services | micro | medium | none | 6,735.14 | 4,377.84 | 3.37 | high_burden |
Kenya | KEN | 2,023 | agriculture | small | low | domestic | 2,823.45 | 1,835.24 | 1.41 | high_burden |
Kenya | KEN | 2,025 | services | micro | low | none | 3,382.63 | 2,198.71 | 1.69 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | domestic | 2,292 | 1,489.8 | 1.15 | high_burden |
Kenya | KEN | 2,018 | services | micro | high | none | 12,878.25 | 8,370.86 | 6.44 | high_burden |
Kenya | KEN | 2,022 | services | small | medium | none | 11,085.76 | 7,205.74 | 5.54 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | low | none | 1,871.25 | 1,216.31 | 0.94 | high_burden |
Kenya | KEN | 2,020 | manufacturing | micro | high | domestic | 8,581.65 | 5,578.08 | 4.29 | high_burden |
Kenya | KEN | 2,021 | services | micro | low | none | 3,812.16 | 2,477.91 | 1.91 | high_burden |
Kenya | KEN | 2,023 | transport | large | low | none | 12,194.44 | 7,926.38 | 6.1 | high_burden |
Kenya | KEN | 2,024 | transport | micro | low | none | 2,359.02 | 1,533.36 | 1.18 | high_burden |
Kenya | KEN | 2,022 | agriculture | micro | low | domestic | 1,559.36 | 1,013.58 | 0.78 | high_burden |
Kenya | KEN | 2,019 | transport | medium | high | none | 14,181.87 | 9,218.21 | 7.09 | high_burden |
Kenya | KEN | 2,024 | mining | micro | high | none | 10,278 | 6,680.7 | 5.14 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | micro | low | none | 1,659.9 | 1,078.93 | 0.83 | high_burden |
Kenya | KEN | 2,021 | agriculture | medium | low | none | 2,340.5 | 1,521.33 | 1.17 | high_burden |
Kenya | KEN | 2,024 | services | small | low | none | 7,457.9 | 4,847.63 | 3.73 | high_burden |
Kenya | KEN | 2,018 | transport | small | medium | none | 6,004.99 | 3,903.24 | 3 | high_burden |
Kenya | KEN | 2,025 | services | micro | medium | none | 5,811.52 | 3,777.49 | 2.91 | high_burden |
Kenya | KEN | 2,023 | services | micro | low | none | 3,385.22 | 2,200.39 | 1.69 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | domestic | 1,121.86 | 729.21 | 0.56 | high_burden |
Kenya | KEN | 2,022 | transport | micro | medium | none | 5,001.13 | 3,250.74 | 2.5 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | low | domestic | 1,092.09 | 709.86 | 0.55 | high_burden |
Kenya | KEN | 2,022 | agriculture | micro | low | domestic | 1,789.26 | 1,163.02 | 0.89 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | micro | low | domestic | 1,255.15 | 815.85 | 0.63 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | micro | low | none | 2,620.15 | 1,703.1 | 1.31 | high_burden |
Kenya | KEN | 2,019 | services | micro | low | none | 6,013.06 | 3,908.49 | 3.01 | high_burden |
Kenya | KEN | 2,020 | services | micro | medium | domestic | 5,159.96 | 3,353.98 | 2.58 | high_burden |
Kenya | KEN | 2,019 | agriculture | medium | medium | none | 2,413.3 | 1,568.65 | 1.21 | high_burden |
Kenya | KEN | 2,021 | agriculture | small | low | none | 1,583.59 | 1,029.33 | 0.79 | high_burden |
Kenya | KEN | 2,024 | services | micro | low | domestic | 4,054.8 | 2,635.62 | 2.03 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | low | none | 1,072.91 | 697.39 | 0.54 | high_burden |
Kenya | KEN | 2,020 | agriculture | small | low | none | 1,471.51 | 956.48 | 0.74 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | low | none | 1,095.41 | 712.02 | 0.55 | high_burden |
Kenya | KEN | 2,020 | agriculture | medium | medium | domestic | 3,841.82 | 2,497.18 | 1.92 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | micro | medium | none | 4,287.63 | 2,786.96 | 2.14 | high_burden |
Kenya | KEN | 2,025 | services | micro | low | none | 4,562.13 | 2,965.39 | 2.28 | high_burden |
Kenya | KEN | 2,022 | construction | micro | low | none | 2,436.79 | 1,583.91 | 1.22 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | low | none | 2,115.91 | 1,375.34 | 1.06 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | large | low | none | 6,603.69 | 4,292.4 | 3.3 | high_burden |
Kenya | KEN | 2,019 | construction | micro | low | none | 3,849.21 | 2,501.99 | 1.92 | high_burden |
Kenya | KEN | 2,020 | wholesale_retail | micro | low | none | 3,111.56 | 2,022.51 | 1.56 | high_burden |
Kenya | KEN | 2,021 | services | micro | medium | domestic | 10,661.7 | 6,930.11 | 5.33 | high_burden |
Kenya | KEN | 2,023 | wholesale_retail | micro | medium | domestic | 2,743.28 | 1,783.13 | 1.37 | high_burden |
Kenya | KEN | 2,020 | agriculture | micro | low | none | 1,508.32 | 980.41 | 0.75 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | low | domestic | 1,339.73 | 870.82 | 0.67 | high_burden |
Kenya | KEN | 2,024 | agriculture | micro | medium | none | 1,747.71 | 1,136.01 | 0.87 | high_burden |
Kenya | KEN | 2,023 | services | large | medium | none | 22,380.68 | 14,547.44 | 11.19 | high_burden |
Kenya | KEN | 2,023 | agriculture | micro | low | none | 1,266.46 | 823.2 | 0.63 | high_burden |
Kenya | KEN | 2,024 | manufacturing | medium | high | domestic | 20,368.78 | 13,239.71 | 10.18 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | micro | medium | domestic | 3,257.57 | 2,117.42 | 1.63 | high_burden |
Kenya | KEN | 2,020 | services | large | low | domestic | 11,755.59 | 7,641.13 | 5.88 | high_burden |
Kenya | KEN | 2,019 | wholesale_retail | micro | low | none | 2,259.34 | 1,468.57 | 1.13 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | medium | low | none | 3,244.15 | 2,108.7 | 1.62 | high_burden |
Kenya | KEN | 2,019 | agriculture | small | low | domestic | 2,082.46 | 1,353.6 | 1.04 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | medium | low | domestic | 7,442.22 | 4,837.44 | 3.72 | high_burden |
Kenya | KEN | 2,025 | wholesale_retail | small | high | none | 7,441.44 | 4,836.93 | 3.72 | high_burden |
Kenya | KEN | 2,024 | transport | micro | high | none | 3,435.97 | 2,233.38 | 1.72 | high_burden |
Kenya | KEN | 2,022 | agriculture | small | low | none | 2,587.79 | 1,682.06 | 1.29 | high_burden |
Kenya | KEN | 2,018 | wholesale_retail | small | medium | none | 2,779.69 | 1,806.8 | 1.39 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | micro | low | none | 1,521.05 | 988.68 | 0.76 | high_burden |
Kenya | KEN | 2,021 | wholesale_retail | micro | medium | none | 2,024.67 | 1,316.04 | 1.01 | high_burden |
Kenya | KEN | 2,023 | services | micro | medium | none | 8,839.79 | 5,745.86 | 4.42 | high_burden |
Kenya | KEN | 2,024 | agriculture | small | low | none | 1,351.54 | 878.5 | 0.68 | high_burden |
Kenya | KEN | 2,021 | services | large | high | none | 36,809.07 | 23,925.89 | 18.4 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | medium | domestic | 2,040.28 | 1,326.18 | 1.02 | high_burden |
Kenya | KEN | 2,018 | services | small | medium | domestic | 18,893 | 12,280.45 | 9.45 | high_burden |
Kenya | KEN | 2,021 | agriculture | micro | high | none | 1,192.67 | 775.23 | 0.6 | high_burden |
Kenya | KEN | 2,018 | agriculture | micro | high | none | 1,584.67 | 1,030.04 | 0.79 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | small | low | none | 2,800.24 | 1,820.15 | 1.4 | high_burden |
Kenya | KEN | 2,020 | services | micro | low | domestic | 5,166.56 | 3,358.26 | 2.58 | high_burden |
Kenya | KEN | 2,023 | mining | micro | low | none | 8,295.61 | 5,392.15 | 4.15 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | small | low | none | 3,561.27 | 2,314.83 | 1.78 | high_burden |
Kenya | KEN | 2,019 | agriculture | small | low | domestic | 1,368.86 | 889.76 | 0.68 | high_burden |
Kenya | KEN | 2,024 | wholesale_retail | micro | low | none | 1,270.29 | 825.69 | 0.64 | high_burden |
Kenya | KEN | 2,019 | agriculture | medium | medium | domestic | 5,059.69 | 3,288.8 | 2.53 | high_burden |
Kenya | KEN | 2,022 | wholesale_retail | small | medium | none | 2,968.3 | 1,929.39 | 1.48 | high_burden |
Kenya | KEN | 2,023 | agriculture | medium | low | domestic | 3,213.66 | 2,088.88 | 1.61 | high_burden |
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