country_name stringclasses 1
value | country_iso3 stringclasses 1
value | year int64 1.96k 2.02k | indicator_name stringclasses 10
values | indicator_code stringclasses 10
values | value float64 0.53 2.86B | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-27 00:00:00 2026-04-27 00:00:00 |
|---|---|---|---|---|---|---|---|
South Africa | ZAF | 2,008 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 120.9816 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Patent applications, residents | IP.PAT.RESD | 956 | HDX | 2026-04-27 |
South Africa | ZAF | 1,991 | Patent applications, nonresidents | IP.PAT.NRES | 4,654 | HDX | 2026-04-27 |
South Africa | ZAF | 1,986 | Patent applications, nonresidents | IP.PAT.NRES | 5,046 | HDX | 2026-04-27 |
South Africa | ZAF | 2,018 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,091,970,957 | HDX | 2026-04-27 |
South Africa | ZAF | 1,989 | Patent applications, residents | IP.PAT.RESD | 5,134 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 7.406458 | HDX | 2026-04-27 |
South Africa | ZAF | 2,017 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,198,581,396 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 427.63838 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Patent applications, nonresidents | IP.PAT.NRES | 6,917 | HDX | 2026-04-27 |
South Africa | ZAF | 2,011 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 8,324.47 | HDX | 2026-04-27 |
South Africa | ZAF | 1,981 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 218,680,439.875257 | HDX | 2026-04-27 |
South Africa | ZAF | 1,981 | Patent applications, nonresidents | IP.PAT.NRES | 5,694 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | Patent applications, nonresidents | IP.PAT.NRES | 7,081 | HDX | 2026-04-27 |
South Africa | ZAF | 1,981 | Patent applications, residents | IP.PAT.RESD | 3,340 | HDX | 2026-04-27 |
South Africa | ZAF | 1,984 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 13,899,193.063746 | HDX | 2026-04-27 |
South Africa | ZAF | 1,971 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 47,527,375.676325 | HDX | 2026-04-27 |
South Africa | ZAF | 2,023 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,630,184,781.35416 | HDX | 2026-04-27 |
South Africa | ZAF | 1,975 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 107,043,108.038023 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 75,704,499.364448 | HDX | 2026-04-27 |
South Africa | ZAF | 1,993 | Patent applications, nonresidents | IP.PAT.NRES | 4,282 | HDX | 2026-04-27 |
South Africa | ZAF | 1,990 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 131,507,350.720631 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 459.98774 | HDX | 2026-04-27 |
South Africa | ZAF | 1,998 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 48,962,908.643681 | HDX | 2026-04-27 |
South Africa | ZAF | 1,972 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 63,773,980.21371 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 479.86558 | HDX | 2026-04-27 |
South Africa | ZAF | 1,999 | Patent applications, residents | IP.PAT.RESD | 138 | HDX | 2026-04-27 |
South Africa | ZAF | 2,011 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 2,118,146,097.4808 | HDX | 2026-04-27 |
South Africa | ZAF | 2,001 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 21,490,396.233075 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 359.80904 | HDX | 2026-04-27 |
South Africa | ZAF | 2,006 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 5,842.67 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 6.687136 | HDX | 2026-04-27 |
South Africa | ZAF | 2,016 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.74992 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 4.895523 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Patent applications, residents | IP.PAT.RESD | 355 | HDX | 2026-04-27 |
South Africa | ZAF | 1,970 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 46,199,981.538487 | HDX | 2026-04-27 |
South Africa | ZAF | 1,974 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 72,148,373.090219 | HDX | 2026-04-27 |
South Africa | ZAF | 1,998 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 4,004.7 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Patent applications, nonresidents | IP.PAT.NRES | 5,913 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.483918 | HDX | 2026-04-27 |
South Africa | ZAF | 2,011 | Patent applications, nonresidents | IP.PAT.NRES | 6,589 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 4,386.63 | HDX | 2026-04-27 |
South Africa | ZAF | 1,966 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 26,599,989.370644 | HDX | 2026-04-27 |
South Africa | ZAF | 1,976 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 110,399,999.904 | HDX | 2026-04-27 |
South Africa | ZAF | 2,005 | Patent applications, residents | IP.PAT.RESD | 1,003 | HDX | 2026-04-27 |
South Africa | ZAF | 1,988 | Patent applications, residents | IP.PAT.RESD | 4,829 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 616,743,679.492865 | HDX | 2026-04-27 |
South Africa | ZAF | 2,011 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,745,990,089 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 9,105.16 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 384.41697 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | Patent applications, nonresidents | IP.PAT.NRES | 7,402 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 123.38131 | HDX | 2026-04-27 |
South Africa | ZAF | 1,983 | Patent applications, residents | IP.PAT.RESD | 4,240 | HDX | 2026-04-27 |
South Africa | ZAF | 2,016 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,398,089,362 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.52694 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.6024 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 16,092.63 | HDX | 2026-04-27 |
South Africa | ZAF | 1,990 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 18,910,416.845802 | HDX | 2026-04-27 |
South Africa | ZAF | 2,002 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 19,454,588.567707 | HDX | 2026-04-27 |
South Africa | ZAF | 1,984 | Patent applications, nonresidents | IP.PAT.NRES | 6,275 | HDX | 2026-04-27 |
South Africa | ZAF | 1,968 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 5,599,997.762241 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.953823 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 891,018,800.334585 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Patent applications, nonresidents | IP.PAT.NRES | 5,562 | HDX | 2026-04-27 |
South Africa | ZAF | 2,018 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 182,504,287.107265 | HDX | 2026-04-27 |
South Africa | ZAF | 1,983 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 17,970,565.296106 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 430.44849 | HDX | 2026-04-27 |
South Africa | ZAF | 1,987 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 14,743,861.87721 | HDX | 2026-04-27 |
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