Uganda · Country Data Coverage
Collection
590 official ML-ready Uganda open-data resources • 652 items • Updated
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ubos-stat-88e29322ca55b1:overall-ppi-m-u:0 | UGA | Uganda | Overall PPI-M&U | 2,023 | PPI-MANUFACTURING AND UTILITIES (PPI -M&U) | 1,000 | 100 | 99.17698 | 99.562589 | 98.500416 | 97.495365 | 97.633912 | 97.418103 | 97.601052 | 99.299237 | 101.720246 | 102.883999 | 104.141847 | 106.581606 | 107.488757 | 107.697223 | 109.01099 | 110.157298 | 112.156218 | 114.083201 | 117.712489 | 119.926159 | 122.918075 | 126.542541 | 129.186603 | 135.697628 | 140.129896 | 149.878299 | 156.989524 | 157.532198 | 152.330315 | 148.850952 | 145.400332 | 141.722748 | 143.068688 | 147.527443 | 145.926512 | 146.177717 | 147.193189 | 147.239772 | 148.369808 | 149.736796 | 150.636946 | 151.322832 | 151.766261 | 151.00582 | 151.0972 | 150.655727 | 150.017374 | 150.432386 | 150.896579 | 151.148511 | 151.819496 | 151.400537 | 150.878613 | 151.130167 | 150.852189 | 150.398558 | 152.037481 | 153.259785 | 152.590618 | 154.235802 | 154.948171 | 155.047397 | 156.065955 | 156.48413 | 157.619085 | 157.193958 | 159.67382 | 157.912416 | 160.15176 | 161.105152 | 160.929796 | 165.263181 | 167.572208 | 171.590658 | 173.6031 | 175.093194 | 172.539069 | 172.236836 | 172.92543 | 171.291235 | 170.361111 | 169.935125 | 169.349221 | 170.981308 | 172.795899 | 173.123262 | 174.542056 | 175.060918 | 178.07877 | 180.36239 | 180.88 | 181.74 | 183.99 | 183.36 | 184.76 | 182.95 | 185.41 | 186.8 | 186.76 | 186.79 | 185.38 | 184.15 | 183.3 | 183.000799 | 184.437812 | 184.001689 | 183.281417 | 184.87643 | 182.913087 | 181.16765 | 181.791752 | 179.687539 | 178.862672 | 177.645005 | 176.963097 | 177.554378 | 178.939746 | 179.833532 | 178.03114 | 177.243093 | 176.27232 | 176.547351 | 177.625515 | 177.957963 | 178.632914 | 181.394528 | 182.324003 | 181.759807 | 185.281297 | 183.824753 | 183.060976 | 181.232089 | 181.86441 | 181.112161 | 183.235752 | 183.775746 | 182.290802 | 186.013186 | 191.751191 | 198.206423 | 204.131721 | 205.228904 | 203.326233 | 198.904581 | 203.199811 | 203.917768 | 206.737265 | 212.358166 | 215.049504 | 214.637544 | 218.166943 | 221.991637 | 230.219926 | 238.225693 | 240.672328 | 244.278485 | 242.618015 | 243.845193 | 245.815916 | 237.342314 | 235.207599 | 235.638967 | 233.46034 | 233.782846 | 233.967026 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:1 | UGA | Uganda | Overall PPI-M&U | 2,023 | PPI-MANUFACTURING | 921.400069 | 100 | 98.955868 | 99.510189 | 98.703231 | 97.799237 | 98.014888 | 97.719398 | 97.864621 | 99.441256 | 101.582325 | 102.678324 | 103.65985 | 106.031317 | 106.949441 | 107.260972 | 108.631837 | 110.018949 | 111.921874 | 113.902865 | 118.579287 | 120.852369 | 123.766235 | 127.562181 | 130.270453 | 137.096355 | 141.648277 | 151.760942 | 158.954262 | 159.540216 | 154.471767 | 151.035453 | 147.615202 | 144.009603 | 145.014993 | 149.417588 | 148.149669 | 148.41888 | 149.414374 | 149.435751 | 150.617317 | 152.082463 | 152.970065 | 153.621173 | 154.038752 | 153.210941 | 153.323114 | 152.927653 | 152.345332 | 152.728855 | 153.367491 | 153.624935 | 154.324177 | 153.224563 | 152.664452 | 153.017383 | 152.691198 | 152.28121 | 153.89892 | 155.223401 | 154.365978 | 156.090475 | 156.617545 | 156.780392 | 157.797511 | 158.16728 | 159.309175 | 158.800554 | 161.154051 | 159.261384 | 161.51255 | 162.227032 | 162.149536 | 166.410911 | 168.359413 | 172.343869 | 174.297519 | 175.737719 | 173.21841 | 173.000934 | 173.827751 | 171.96984 | 171.2 | 170.698324 | 170.220994 | 171.784038 | 173.598131 | 173.986989 | 175.182755 | 175.455399 | 178.526012 | 180.924287 | 181.65 | 182.46 | 184.04 | 183.33 | 184.86 | 182.95 | 185.75 | 187.21 | 186.92 | 186.86 | 185.31 | 184 | 183.03 | 182.65356 | 184.191557 | 183.557756 | 182.715063 | 184.124931 | 182.601846 | 180.346483 | 180.932552 | 178.59242 | 177.764409 | 176.457352 | 175.556836 | 176.352725 | 177.795094 | 178.630282 | 176.536386 | 175.732314 | 174.81773 | 175.095712 | 176.337053 | 176.580919 | 177.601673 | 180.688563 | 181.629437 | 180.936857 | 184.599414 | 182.767815 | 182.115389 | 180.312893 | 181.097155 | 180.312517 | 182.612015 | 183.146821 | 181.521965 | 185.697264 | 191.948882 | 198.922959 | 205.422453 | 206.654944 | 204.77485 | 199.880498 | 204.546706 | 205.297167 | 208.347723 | 214.306919 | 217.237533 | 216.795793 | 220.204903 | 224.334073 | 233.288664 | 241.898352 | 244.329556 | 247.967981 | 245.991093 | 247.228987 | 249.506324 | 240.380491 | 238.210025 | 238.775897 | 236.369967 | 236.732238 | 236.825142 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:2 | UGA | Uganda | Overall PPI-M&U | 2,023 | PPI-UTILITIES | 78.599931 | 100 | 101.768989 | 100.171522 | 96.062122 | 93.786809 | 92.924848 | 93.739258 | 94.399272 | 97.605163 | 103.3072 | 105.232365 | 109.479827 | 112.637957 | 113.409771 | 112.550257 | 113.252555 | 111.739877 | 114.801596 | 116.125638 | 106.563498 | 107.979923 | 112.173703 | 113.372331 | 115.154833 | 117.118422 | 119.692008 | 123.82205 | 130.098175 | 129.751544 | 121.463279 | 116.743035 | 112.045399 | 105.455866 | 114.786675 | 120.981452 | 112.285117 | 112.138514 | 113.775418 | 114.34287 | 114.571758 | 113.97185 | 115.304187 | 116.867103 | 117.803296 | 118.328144 | 117.93093 | 116.492538 | 114.558232 | 115.780508 | 112.037995 | 112.143049 | 112.457869 | 126.269388 | 126.404996 | 124.870774 | 125.444851 | 124.160442 | 126.337723 | 125.985038 | 128.530028 | 129.015974 | 132.854224 | 131.904529 | 133.07457 | 134.314067 | 135.329911 | 136.17508 | 140.687079 | 140.796606 | 142.885981 | 147.209648 | 145.602255 | 151.016422 | 158.105433 | 162.614727 | 165.360139 | 167.479736 | 164.492296 | 163.14062 | 163.403042 | 162.713615 | 160.48119 | 160.858144 | 160.831874 | 161.136564 | 163.282374 | 163.375224 | 166.612613 | 169.028156 | 172.07024 | 172.516249 | 171.9 | 173.29 | 183.43 | 183.7 | 183.67 | 182.89 | 181.57 | 182 | 184.94 | 186.1 | 186.18 | 185.8 | 186.23 | 186.795005 | 187.131375 | 188.832616 | 189.42062 | 192.898832 | 186.328724 | 189.947482 | 190.952063 | 191.22739 | 190.416337 | 190.064164 | 191.531033 | 190.12336 | 190.95099 | 192.389284 | 193.417914 | 192.731428 | 191.24272 | 191.500737 | 191.052024 | 192.263583 | 189.537297 | 188.970134 | 189.736915 | 190.47035 | 192.523345 | 194.891111 | 193.002776 | 190.919899 | 190.006691 | 189.587281 | 189.885109 | 190.457233 | 190.407773 | 189.43066 | 189.551159 | 190.120666 | 189.269872 | 188.672492 | 186.381555 | 187.728097 | 187.506926 | 187.84475 | 187.681188 | 189.080186 | 188.524019 | 188.680562 | 193.650398 | 193.229512 | 190.822769 | 189.458432 | 192.165896 | 195.299033 | 198.742963 | 199.89466 | 196.348343 | 197.889181 | 196.195435 | 194.301923 | 195.526519 | 195.308386 | 196.931889 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:3 | UGA | Uganda | Overall PPI-M&U | 2,023 | PPI-MANUFACTURING | 921.400069 | 100 | 98.955868 | 99.510189 | 98.703231 | 97.799237 | 98.014888 | 97.719398 | 97.864621 | 99.441256 | 101.582325 | 102.678324 | 103.65985 | 106.031317 | 106.949441 | 107.260972 | 108.631837 | 110.018949 | 111.921874 | 113.902865 | 118.579287 | 120.852369 | 123.766235 | 127.562181 | 130.270453 | 137.096355 | 141.648277 | 151.760942 | 158.954262 | 159.540216 | 154.471767 | 151.035453 | 147.615202 | 144.009603 | 145.014993 | 149.417588 | 148.149669 | 148.41888 | 149.414374 | 149.435751 | 150.617317 | 152.082463 | 152.970065 | 153.621173 | 154.038752 | 153.210941 | 153.323114 | 152.927653 | 152.345332 | 152.728855 | 153.367491 | 153.624935 | 154.324177 | 153.224563 | 152.664452 | 153.017383 | 152.691198 | 152.28121 | 153.89892 | 155.223401 | 154.365978 | 156.090475 | 156.617545 | 156.780392 | 157.797511 | 158.16728 | 159.309175 | 158.800554 | 161.154051 | 159.261384 | 161.51255 | 162.227032 | 162.149536 | 166.410911 | 168.359413 | 172.343869 | 174.297519 | 175.737719 | 173.21841 | 173.000934 | 173.827751 | 171.96984 | 171.2 | 170.698324 | 170.220994 | 171.784038 | 173.598131 | 173.986989 | 175.182755 | 175.455399 | 178.526012 | 180.924287 | 181.65 | 182.46 | 184.04 | 183.33 | 184.86 | 182.95 | 185.75 | 187.21 | 186.92 | 186.86 | 185.31 | 184 | 183.03 | 182.65356 | 184.191557 | 183.557756 | 182.715063 | 184.124931 | 182.601846 | 180.346483 | 180.932552 | 178.59242 | 177.764409 | 176.457352 | 175.556836 | 176.352725 | 177.795094 | 178.630282 | 176.536386 | 175.732314 | 174.81773 | 175.095712 | 176.337053 | 176.580919 | 177.601673 | 180.688563 | 181.629437 | 180.936857 | 184.599414 | 182.767815 | 182.115389 | 180.312893 | 181.097155 | 180.312517 | 182.612015 | 183.146821 | 181.521965 | 185.697264 | 191.948882 | 198.922959 | 205.422453 | 206.654944 | 204.77485 | 199.880498 | 204.546706 | 205.297167 | 208.347723 | 214.306919 | 217.237533 | 216.795793 | 220.204903 | 224.334073 | 233.288664 | 241.898352 | 244.329556 | 247.967981 | 245.991093 | 247.228987 | 249.506324 | 240.380491 | 238.210025 | 238.775897 | 236.369967 | 236.732238 | 236.825142 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:4 | UGA | Uganda | Overall PPI-M&U | 2,023 | MANUFACTURE OF FOOD PRODUCTS | 364.959539 | 100 | 98.217534 | 99.450105 | 98.096506 | 97.258674 | 98.179604 | 98.242939 | 98.399457 | 99.863797 | 102.559239 | 101.779057 | 102.834132 | 107.309701 | 108.646281 | 109.327197 | 112.437139 | 115.244525 | 118.410225 | 121.93912 | 127.227889 | 131.061075 | 135.149023 | 138.671371 | 142.166028 | 151.833379 | 157.812462 | 169.095718 | 180.215631 | 179.276841 | 172.273336 | 167.117811 | 158.637862 | 152.128487 | 151.395119 | 159.707653 | 157.151055 | 157.37043 | 159.361772 | 159.139994 | 161.718399 | 163.315931 | 164.494436 | 164.815911 | 163.145831 | 161.540854 | 161.460205 | 161.85732 | 160.095738 | 160.393734 | 161.119175 | 161.279354 | 162.327576 | 160.302306 | 159.635989 | 160.457011 | 159.68009 | 158.980936 | 161.650233 | 164.627968 | 162.587532 | 165.927926 | 166.39421 | 166.969879 | 169.723265 | 170.264815 | 171.456473 | 169.409171 | 173.140473 | 170.047027 | 173.63431 | 173.970234 | 171.973387 | 177.298916 | 177.421506 | 182.441641 | 184.786149 | 187.271503 | 185.183836 | 185.22756 | 186.586716 | 183.927928 | 182.754011 | 181.910714 | 181.097454 | 184.746377 | 188.632634 | 189.072072 | 191.646844 | 191.741112 | 196.663498 | 200.503953 | 202.26 | 204.16 | 205.05 | 203.74 | 206.27 | 203.96 | 206.93 | 209.87 | 209.47 | 210.34 | 206.89 | 202.91 | 202.19 | 200.371835 | 201.993747 | 199.737584 | 197.709859 | 200.933073 | 198.243875 | 193.783444 | 194.393068 | 189.168672 | 188.10835 | 185.427745 | 183.429279 | 184.905119 | 185.828613 | 187.778106 | 183.528328 | 182.32719 | 181.111073 | 182.307583 | 186.308927 | 187.014005 | 190.174674 | 196.579389 | 200.233822 | 198.95293 | 205.545522 | 201.264765 | 200.269255 | 196.493188 | 197.543273 | 195.812992 | 197.941707 | 197.880543 | 194.498795 | 201.129721 | 213.16549 | 226.118588 | 238.139116 | 240.416668 | 236.051553 | 226.185514 | 233.79609 | 235.333222 | 239.511407 | 250.218696 | 252.748701 | 251.953192 | 254.582339 | 258.992964 | 266.89946 | 276.861567 | 279.947812 | 285.802247 | 282.375316 | 284.41495 | 288.375877 | 274.54026 | 270.899466 | 273.784761 | 269.632237 | 270.133943 | 269.564737 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:5 | UGA | Uganda | Overall PPI-M&U | 2,023 | MANUFACTURE OF BEVERAGES | 77.507409 | 100 | 96.00231 | 96.091514 | 97.249138 | 97.771865 | 97.891191 | 98.420261 | 99.861763 | 100.107147 | 100.494411 | 105.233226 | 105.011074 | 105.638873 | 105.02201 | 104.580177 | 107.803748 | 110.380174 | 110.01681 | 110.377936 | 110.922327 | 111.176518 | 113.847894 | 114.338868 | 114.46435 | 115.066454 | 116.605966 | 120.309089 | 129.499759 | 131.363283 | 131.51194 | 130.740406 | 131.145227 | 129.866922 | 130.797751 | 130.963502 | 130.684947 | 130.726569 | 131.362934 | 131.168528 | 133.937665 | 135.356247 | 136.004313 | 140.234179 | 141.260115 | 143.100423 | 142.973011 | 142.615058 | 142.663881 | 143.28833 | 144.932731 | 145.540006 | 147.318941 | 149.491525 | 149.156588 | 148.011499 | 148.694632 | 148.589884 | 148.510711 | 148.504252 | 147.764809 | 148.036537 | 148.273788 | 149.312576 | 149.19047 | 149.231815 | 149.825793 | 149.942561 | 150.47517 | 151.747278 | 152.012957 | 152.527567 | 153.554426 | 155.498658 | 160.696669 | 163.577475 | 164.594953 | 165.891404 | 163.42991 | 162.67247 | 163.224852 | 163.017751 | 162.165049 | 161.340405 | 161.398264 | 161.594203 | 161.584801 | 161.358595 | 161.340111 | 162.099907 | 163.513514 | 164.548872 | 165.51 | 165.3 | 167.03 | 167.31 | 167.37 | 167.25 | 174.35 | 174.59 | 174.57 | 175.23 | 175.45 | 175.08 | 167.78 | 167.798701 | 167.877019 | 168.37106 | 168.750027 | 170.390675 | 168.621676 | 169.214072 | 170.431769 | 170.034713 | 169.517421 | 169.194185 | 169.041884 | 168.617285 | 169.032087 | 170.999655 | 171.415352 | 170.892674 | 168.238187 | 168.208128 | 167.058693 | 167.273072 | 167.128626 | 166.501413 | 158.038111 | 157.911705 | 158.366497 | 158.456239 | 158.527 | 157.67915 | 157.261231 | 156.613269 | 156.550507 | 156.835509 | 156.72272 | 154.425055 | 156.550773 | 156.81728 | 157.367922 | 156.755491 | 155.939158 | 155.797245 | 155.794835 | 155.931253 | 158.626573 | 158.014409 | 158.078579 | 158.109298 | 157.998734 | 157.844516 | 158.890325 | 159.014735 | 161.362958 | 162.554758 | 163.318616 | 163.827258 | 164.370703 | 164.756111 | 164.049888 | 164.259034 | 164.289143 | 164.201522 | 164.881159 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:6 | UGA | Uganda | Overall PPI-M&U | 2,023 | MANUFACTURE OF TOBACCO PRODUCTS | 25.343688 | 100 | 96.577052 | 95.534296 | 97.186739 | 94.966767 | 93.741085 | 94.884749 | 96.835477 | 99.882521 | 104.376455 | 104.208006 | 108.788973 | 112.934804 | 112.927367 | 111.60905 | 112.573872 | 113.103273 | 114.043534 | 114.631638 | 115.793391 | 116.161715 | 118.108994 | 117.110589 | 117.924025 | 120.764964 | 125.814843 | 132.967625 | 133.888084 | 140.655269 | 147.688563 | 141.681358 | 132.172375 | 122.191571 | 131.05928 | 129.26463 | 126.116189 | 127.406748 | 128.518734 | 125.753745 | 119.543525 | 122.740852 | 125.230741 | 123.255864 | 135.214518 | 128.004627 | 129.186506 | 127.554444 | 126.873342 | 136.86561 | 140.697081 | 143.695924 | 130.271478 | 127.648897 | 127.72948 | 133.380734 | 129.156264 | 127.696615 | 135.666734 | 131.398626 | 130.033314 | 132.610772 | 134.310408 | 130.052631 | 128.240148 | 132.67871 | 134.327352 | 134.392409 | 136.166388 | 134.578512 | 136.806721 | 138.200359 | 138.547653 | 144.129421 | 144.469055 | 150.811567 | 155.91204 | 142.916071 | 138.585531 | 137.398869 | 135.266332 | 134.457831 | 133.631841 | 132.076396 | 132.213516 | 129.796709 | 128.064516 | 128.056641 | 128.2762 | 129.764012 | 133.188698 | 134.265306 | 134.59 | 133.92 | 134.3 | 134.85 | 134.99 | 134.08 | 131.01 | 131.13 | 130.97 | 131.97 | 131.99 | 131.58 | 132.03 | 131.959738 | 132.554968 | 133.535717 | 134.31899 | 137.335956 | 135.209401 | 134.390292 | 136.277551 | 134.128059 | 133.138868 | 132.47584 | 132.173801 | 131.411467 | 132.270843 | 133.06653 | 133.808154 | 132.859969 | 132.020241 | 131.949168 | 131.478585 | 133.217089 | 136.119322 | 135.555977 | 136.449116 | 136.346396 | 138.849691 | 139.184709 | 140.568618 | 139.147907 | 138.235448 | 137.546209 | 138.011484 | 138.669734 | 138.424741 | 137.25526 | 137.918103 | 137.275722 | 152.984607 | 151.989209 | 150.217195 | 149.904979 | 149.350278 | 149.063368 | 148.538147 | 149.733237 | 149.187789 | 149.273212 | 148.628923 | 148.276163 | 150.132194 | 148.939804 | 151.198348 | 154.02212 | 155.115909 | 156.127558 | 155.951136 | 155.876184 | 154.339173 | 152.626143 | 152.6931 | 152.498087 | 153.951253 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:7 | UGA | Uganda | Overall PPI-M&U | 2,023 | MANUFACTURE OF TEXTILES | 19.225025 | 100 | 97.742142 | 97.742142 | 97.742142 | 97.955554 | 97.429211 | 97.429211 | 98.303467 | 99.46567 | 99.46567 | 105.483553 | 105.483553 | 105.483553 | 105.483553 | 105.536362 | 105.035598 | 102.290873 | 102.556543 | 102.854226 | 110.016934 | 110.133805 | 113.081208 | 129.549872 | 132.078528 | 135.825889 | 136.219841 | 169.482962 | 172.867442 | 177.695697 | 177.780507 | 177.780513 | 183.348632 | 183.436008 | 183.841638 | 189.154969 | 182.490825 | 182.490825 | 181.033012 | 180.604967 | 181.010217 | 182.604354 | 182.696046 | 182.696046 | 182.360542 | 182.636298 | 182.650262 | 183.06837 | 183.06837 | 183.06837 | 186.052496 | 187.930553 | 187.930553 | 187.930553 | 187.930553 | 187.930553 | 187.930553 | 187.930553 | 187.930553 | 188.035616 | 188.035616 | 188.035616 | 188.040333 | 189.67306 | 189.996408 | 189.996408 | 190.665939 | 190.542177 | 190.649116 | 190.649116 | 190.649116 | 193.193068 | 193.193068 | 198.312279 | 198.312279 | 202.034455 | 202.034455 | 202.034455 | 198.190353 | 202.747343 | 202.835968 | 200.164251 | 200.158033 | 200.246575 | 200.246575 | 200.246575 | 196.775956 | 196.775956 | 200.240964 | 200.192678 | 200.192678 | 205.335968 | 205.27 | 207.17 | 227.98 | 219.27 | 219.27 | 219.27 | 216.06 | 216.06 | 216.06 | 207.8 | 207.8 | 207.8 | 207.8 | 214.371736 | 214.371736 | 214.371736 | 214.371736 | 219.313407 | 219.313407 | 221.835576 | 221.835576 | 221.835576 | 227.757286 | 227.757286 | 227.757286 | 227.757286 | 227.757286 | 227.757286 | 227.054539 | 227.054539 | 224.083822 | 224.083822 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 221.055109 | 245.25901 | 248.363884 | 248.363884 | 254.497249 | 252.436147 | 263.92601 | 267.144937 | 267.144937 | 274.368543 | 274.368543 | 274.368543 | 274.368543 | 280.751482 | 274.368543 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 280.751482 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:8 | UGA | Uganda | Overall PPI-M&U | 2,023 | MANUFACTURE OF WEARING APPAREL | 55.243297 | 100 | 97.710031 | 97.710031 | 97.710031 | 97.710031 | 97.710031 | 97.710031 | 98.45175 | 98.45175 | 98.45175 | 106.102777 | 106.102777 | 106.102777 | 106.102777 | 106.102777 | 105.408952 | 102.45493 | 102.45493 | 102.662998 | 112.048432 | 112.048432 | 114.89727 | 135.766302 | 139.590844 | 145.423701 | 145.423701 | 153.118852 | 156.593336 | 164.089943 | 164.089943 | 164.089943 | 171.918338 | 172.025848 | 172.525083 | 178.995441 | 171.155361 | 171.155361 | 169.359005 | 169.359005 | 169.859039 | 172.894257 | 172.894257 | 172.894257 | 172.894257 | 172.894257 | 172.894257 | 173.410117 | 173.410117 | 173.410117 | 176.805066 | 178.090889 | 179.468555 | 180.113086 | 180.385322 | 181.151787 | 178.98268 | 181.099994 | 182.165627 | 182.457225 | 183.50993 | 183.234707 | 184.129072 | 184.655024 | 184.217721 | 183.904375 | 185.034399 | 184.720149 | 188.788461 | 189.219389 | 188.549306 | 189.781489 | 189.980591 | 191.640977 | 191.838715 | 194.50829 | 198.884217 | 204.807631 | 204.807631 | 204.807631 | 204.089552 | 203.535857 | 203.614104 | 203.629929 | 203.424242 | 203.629929 | 204.712302 | 204.712302 | 205.238095 | 205.346038 | 205.552209 | 206.589304 | 205.11 | 204.35 | 207.89 | 201.39 | 201.39 | 201.39 | 206.35 | 206.35 | 206.88 | 204.73 | 204.73 | 204.73 | 204.5 | 207.062191 | 207.586687 | 207.586687 | 207.586687 | 208.829448 | 209.534659 | 210.163113 | 210.163113 | 210.690986 | 210.690986 | 210.690986 | 210.690986 | 210.690986 | 214.864367 | 217.62994 | 217.347141 | 217.383074 | 218.896366 | 218.896366 | 218.1176 | 218.1176 | 218.1176 | 218.222543 | 221.253365 | 221.253365 | 221.253365 | 221.253365 | 221.253365 | 221.394476 | 221.394476 | 221.394476 | 226.939811 | 229.375526 | 229.375526 | 237.614761 | 237.96021 | 240.762787 | 241.528412 | 241.528412 | 243.222088 | 243.222088 | 243.999894 | 243.999894 | 245.473986 | 242.942988 | 244.410695 | 244.410695 | 245.309393 | 245.309523 | 245.309393 | 245.866703 | 246.84658 | 249.058618 | 251.357133 | 251.357133 | 258.049389 | 258.049389 | 258.049389 | 258.049389 | 261.688219 | 261.688219 | 261.688219 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
ubos-stat-88e29322ca55b1:overall-ppi-m-u:9 | UGA | Uganda | Overall PPI-M&U | 2,023 | MANUFACTURE OF LEATHER & RELATED PRODUCTS | 15.917095 | 100 | 89.083997 | 87.109284 | 81.768136 | 78.382857 | 83.652913 | 84.573357 | 90.207765 | 114.976237 | 120.570965 | 125.820581 | 123.280856 | 126.271149 | 141.587101 | 119.831955 | 108.945839 | 108.133126 | 111.097276 | 116.274891 | 117.943178 | 122.841935 | 132.128672 | 131.26192 | 150.737066 | 158.74791 | 151.726469 | 176.918887 | 181.915454 | 181.864126 | 164.867584 | 152.202294 | 139.832425 | 133.439045 | 143.131304 | 144.520091 | 181.665873 | 182.177157 | 184.912527 | 186.556694 | 187.935898 | 193.155361 | 199.353494 | 201.084587 | 202.094726 | 199.565744 | 197.581751 | 191.868587 | 200.296177 | 201.790129 | 193.038795 | 191.911193 | 202.746282 | 200.264813 | 196.650629 | 191.155412 | 187.131938 | 188.280756 | 192.901328 | 205.060174 | 204.93904 | 205.999694 | 205.725114 | 198.705581 | 194.02355 | 188.151663 | 194.530793 | 198.098884 | 200.779943 | 192.037457 | 195.001101 | 194.704787 | 208.869669 | 225.782224 | 239.563919 | 249.400058 | 241.45533 | 239.563738 | 224.341865 | 221.130614 | 220.820225 | 210.904366 | 210.49896 | 212.404661 | 203.060264 | 203.686314 | 200.418182 | 200.892157 | 203.587866 | 199.209726 | 198.75 | 200.122526 | 196.53 | 202.89 | 202.5 | 200.51 | 215.65 | 203.89 | 220.46 | 204.91 | 194.63 | 196.62 | 198.75 | 212.33 | 206.98 | 198.792614 | 218.71029 | 212.544855 | 208.931835 | 198.372464 | 196.68283 | 182.258998 | 181.270719 | 185.271088 | 177.428321 | 176.534275 | 165.997519 | 171.213116 | 195.805347 | 161.452234 | 159.80871 | 157.97912 | 152.724108 | 152.645672 | 152.126975 | 152.716113 | 150.974094 | 148.763549 | 148.879642 | 148.773425 | 151.379425 | 151.73089 | 144.284511 | 143.000454 | 142.181803 | 141.806643 | 142.220269 | 140.97598 | 140.751588 | 149.084985 | 149.793951 | 149.106835 | 148.98113 | 147.866474 | 145.898245 | 145.55366 | 150.490676 | 150.848621 | 161.939766 | 170.06308 | 180.737098 | 190.588971 | 189.445381 | 188.820466 | 192.118019 | 189.996827 | 194.022611 | 199.101286 | 201.081123 | 202.9182 | 203.025298 | 202.889747 | 200.117031 | 197.043088 | 201.046311 | 201.011973 | 203.503682 | 2,023 | 2,023 | 2023 | Uganda Bureau of Statistics | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | producer-price-index-manufacturing-and-utilities-march-2023-excel-tables-ubos-st | ubos-stat-88e29322ca55b1 | https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx | other-open | 2026-07-21T21:37:51Z | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 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
Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Africa (Uganda official open data)
180 rows - 1 Africa country - 2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Uganda 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: Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables
- Publisher: Uganda Bureau of Statistics
- Resource: Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables
- Format:
XLSX - License: Other open license
- Packaging mode:
tabular_resource
Geographic coverage
1 Africa country:
| Country | Rows | First year | Last year | Name |
|---|---|---|---|---|
UGA |
180 | 2023 | 2023 | Uganda |
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. | ubos-stat-88e29322ca55b1:overall-ppi-m-u:0 |
country_iso3 |
string |
ISO3 country code. | UGA |
country_name |
string |
Country name. | Uganda |
source_sheet |
string |
Workbook sheet name, when the source is a spreadsheet. | Overall PPI-M&U |
year |
Int64 |
Observation year. | 2023 |
industry_group |
string |
Source column. | PPI-MANUFACTURING AND UTILITIES (PPI -M&U) |
weight |
float64 |
Source column. | 1000.0 |
p0 |
float64 |
Source column. | 100.0 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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2017_3 |
float64 |
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2017_4 |
float64 |
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2017_5 |
float64 |
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2017_6 |
float64 |
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float64 |
Source column. | 185.41 |
2017_8 |
float64 |
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2017_9 |
float64 |
Source column. | 186.76 |
2017_10 |
float64 |
Source column. | 186.79 |
2017_11 |
float64 |
Source column. | 185.38 |
2017_12 |
float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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2018_5 |
float64 |
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2018_6 |
float64 |
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2018_7 |
float64 |
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2018_8 |
float64 |
Source column. | 181.167649901813 |
2018_9 |
float64 |
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2018_10 |
float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
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float64 |
Source column. | `` |
d_204_79870322436156 |
float64 |
Source column. | `` |
d_203_68145624451552 |
float64 |
Source column. | `` |
d_196_52378048499995 |
float64 |
Source column. | `` |
d_202_68394296628762 |
float64 |
Source column. | `` |
d_222_0528182616786 |
float64 |
Source column. | `` |
d_243_24717992998492 |
float64 |
Source column. | `` |
d_260_5476872207868 |
float64 |
Source column. | `` |
d_263_4629565330903 |
float64 |
Source column. | `` |
d_253_78570654167223 |
float64 |
Source column. | `` |
d_234_5627184293926 |
float64 |
Source column. | `` |
d_242_95015192298965 |
float64 |
Source column. | `` |
d_244_74380418746566 |
float64 |
Source column. | `` |
d_254_45251373554817 |
float64 |
Source column. | `` |
d_266_9779175570779 |
float64 |
Source column. | `` |
d_265_79186170264353 |
float64 |
Source column. | `` |
d_266_4820838033464 |
float64 |
Source column. | `` |
d_267_5708031806938 |
float64 |
Source column. | `` |
d_262_85632668839264 |
float64 |
Source column. | `` |
d_274_75601276704305 |
float64 |
Source column. | `` |
d_282_675109710803 |
float64 |
Source column. | `` |
d_287_7426154162811 |
float64 |
Source column. | `` |
d_288_43536024474014 |
float64 |
Source column. | `` |
d_283_3085222641 |
float64 |
Source column. | `` |
d_287_3054473396083 |
float64 |
Source column. | `` |
d_291_9287160885355 |
float64 |
Source column. | `` |
d_264_58352816160345 |
float64 |
Source column. | `` |
d_259_61987846881453 |
float64 |
Source column. | `` |
d_263_81136392364294 |
float64 |
Source column. | `` |
d_257_34413289228087 |
float64 |
Source column. | `` |
d_256_96064498805134 |
float64 |
Source column. | `` |
d_261_7515528441712 |
float64 |
Source column. | `` |
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-uganda-producer-price-index-manufacturing-and-utilities-march-202-1b81238f")
df = ds["train"].to_pandas()
print(df.head())
Filter to one country
sample_country = df[df["country_iso3"] == "UGA"]
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_uganda_producer_price_index_manufacturing_and_utilities_march_202_1b81238_2023,
title = {Producer Price Index Manufacturing and Utilities - March 2023 Excel Tables | Africa (Uganda official open data)},
author = {Uganda Bureau of Statistics},
year = {2023},
url = {https://www.ubos.org/explore-statistics/0/},
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-uganda-producer-price-index-manufacturing-and-utilities-march-202-1b81238f}}
}
License
Released under Other open license.
Original data (c) Uganda Bureau of Statistics. 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 2026-07-21 via the Electric Sheep pipeline. Source URL: https://www.ubos.org/wp-content/uploads/statistics/PPI-M&U_Excel_tables_Up_to_March_2023_website.xlsx
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