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 | 2,006 | Patent applications, residents | IP.PAT.RESD | 866 | HDX | 2026-04-27 |
South Africa | ZAF | 2,018 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 13,477.1 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | Patent applications, residents | IP.PAT.RESD | 1,804 | HDX | 2026-04-27 |
South Africa | ZAF | 2,022 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,453,465,563.35141 | HDX | 2026-04-27 |
South Africa | ZAF | 1,974 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 7,377,986.349299 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 3,924.31 | HDX | 2026-04-27 |
South Africa | ZAF | 2,016 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 481.99586 | HDX | 2026-04-27 |
South Africa | ZAF | 1,969 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 2,799,998.88112 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 188.02634 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 114.74907 | HDX | 2026-04-27 |
South Africa | ZAF | 1,962 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 2,799,998.88112 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 126,114,070.900254 | HDX | 2026-04-27 |
South Africa | ZAF | 1,995 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 293,134,700.5033 | HDX | 2026-04-27 |
South Africa | ZAF | 2,006 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 55,106,998.011765 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 367.54743 | HDX | 2026-04-27 |
South Africa | ZAF | 1,982 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 18,482,154.729667 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Patent applications, nonresidents | IP.PAT.NRES | 6,657 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | Patent applications, residents | IP.PAT.RESD | 802 | HDX | 2026-04-27 |
South Africa | ZAF | 2,017 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.76257 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | Patent applications, nonresidents | IP.PAT.NRES | 6,750 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,861,275,747 | HDX | 2026-04-27 |
South Africa | ZAF | 1,980 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 204,629,390.177004 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,810,596,503 | HDX | 2026-04-27 |
South Africa | ZAF | 2,024 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 218,089,641.565097 | HDX | 2026-04-27 |
South Africa | ZAF | 1,996 | Patent applications, residents | IP.PAT.RESD | 757 | HDX | 2026-04-27 |
South Africa | ZAF | 2,004 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 37,391,888.587507 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Patent applications, nonresidents | IP.PAT.NRES | 6,836 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 150,760,778.599798 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 9,656.24 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 2,017,325,060.06759 | HDX | 2026-04-27 |
South Africa | ZAF | 1,989 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 143,844,302.183643 | HDX | 2026-04-27 |
South Africa | ZAF | 1,996 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 309,240,134.756788 | HDX | 2026-04-27 |
South Africa | ZAF | 2,002 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 4,460.97 | HDX | 2026-04-27 |
South Africa | ZAF | 2,008 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.80567 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | High-technology exports (current US$) | TX.VAL.TECH.CD | 1,933,150,392 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.61304 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 384.84932 | HDX | 2026-04-27 |
South Africa | ZAF | 1,973 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 78,078,851.900502 | HDX | 2026-04-27 |
South Africa | ZAF | 1,994 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 51,273,706.558775 | HDX | 2026-04-27 |
South Africa | ZAF | 2,022 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.521969 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | Patent applications, nonresidents | IP.PAT.NRES | 6,146 | HDX | 2026-04-27 |
South Africa | ZAF | 1,994 | Patent applications, nonresidents | IP.PAT.NRES | 4,968 | HDX | 2026-04-27 |
South Africa | ZAF | 1,966 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 2,799,998.88112 | HDX | 2026-04-27 |
South Africa | ZAF | 1,983 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 204,832,559.098875 | HDX | 2026-04-27 |
South Africa | ZAF | 2,000 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 49,094,178.931516 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 454.79773 | HDX | 2026-04-27 |
South Africa | ZAF | 1,992 | Patent applications, nonresidents | IP.PAT.NRES | 4,423 | HDX | 2026-04-27 |
South Africa | ZAF | 2,014 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.70987 | HDX | 2026-04-27 |
South Africa | ZAF | 1,998 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 227,549,342.282551 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 6.5227 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.74993 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 292.80758 | HDX | 2026-04-27 |
South Africa | ZAF | 1,992 | Patent applications, residents | IP.PAT.RESD | 888 | HDX | 2026-04-27 |
South Africa | ZAF | 2,024 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,664,837,743.80911 | HDX | 2026-04-27 |
South Africa | ZAF | 2,023 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,215,402,355 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 124.58771 | HDX | 2026-04-27 |
South Africa | ZAF | 2,019 | High-technology exports (current US$) | TX.VAL.TECH.CD | 1,833,309,591 | HDX | 2026-04-27 |
South Africa | ZAF | 1,989 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 12,182,024.78403 | HDX | 2026-04-27 |
South Africa | ZAF | 2,006 | Patent applications, nonresidents | IP.PAT.NRES | 6,739 | HDX | 2026-04-27 |
South Africa | ZAF | 2,011 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 107.04727 | HDX | 2026-04-27 |
South Africa | ZAF | 1,980 | Patent applications, nonresidents | IP.PAT.NRES | 5,024 | HDX | 2026-04-27 |
South Africa | ZAF | 1,985 | Patent applications, nonresidents | IP.PAT.NRES | 5,849 | HDX | 2026-04-27 |
South Africa | ZAF | 1,986 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 12,689,753.829651 | HDX | 2026-04-27 |
South Africa | ZAF | 2,001 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 4,156.78 | HDX | 2026-04-27 |
South Africa | ZAF | 1,991 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 89,679,379.797898 | HDX | 2026-04-27 |
South Africa | ZAF | 1,988 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 166,062,727.542544 | HDX | 2026-04-27 |
South Africa | ZAF | 1,983 | Patent applications, nonresidents | IP.PAT.NRES | 5,479 | HDX | 2026-04-27 |
South Africa | ZAF | 1,963 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 15,399,993.846162 | HDX | 2026-04-27 |
South Africa | ZAF | 2,022 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 16,651.13 | HDX | 2026-04-27 |
South Africa | ZAF | 1,977 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 136,849,999.881 | HDX | 2026-04-27 |
South Africa | ZAF | 1,990 | Patent applications, residents | IP.PAT.RESD | 1,093 | HDX | 2026-04-27 |
South Africa | ZAF | 2,005 | Researchers in R&D (per million people) | SP.POP.SCIE.RD.P6 | 351.38625 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,936,693,352.82321 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 6.238573 | HDX | 2026-04-27 |
South Africa | ZAF | 1,998 | Patent applications, nonresidents | IP.PAT.NRES | 7,190 | HDX | 2026-04-27 |
South Africa | ZAF | 2,024 | High-technology exports (current US$) | TX.VAL.TECH.CD | 2,453,906,343 | HDX | 2026-04-27 |
South Africa | ZAF | 1,997 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 258,245,886.755451 | HDX | 2026-04-27 |
South Africa | ZAF | 2,023 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 4.955516 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Patent applications, residents | IP.PAT.RESD | 821 | HDX | 2026-04-27 |
South Africa | ZAF | 2,007 | Patent applications, residents | IP.PAT.RESD | 915 | HDX | 2026-04-27 |
South Africa | ZAF | 2,020 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,197,536,398.40297 | HDX | 2026-04-27 |
South Africa | ZAF | 1,967 | Charges for the use of intellectual property, receipts (BoP, current US$) | BX.GSR.ROYL.CD | 4,199,998.321681 | HDX | 2026-04-27 |
South Africa | ZAF | 1,992 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 139,317,392.846074 | HDX | 2026-04-27 |
South Africa | ZAF | 2,009 | High-technology exports (current US$) | TX.VAL.TECH.CD | 1,483,141,300 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 7,697.27 | HDX | 2026-04-27 |
South Africa | ZAF | 1,982 | Patent applications, residents | IP.PAT.RESD | 3,017 | HDX | 2026-04-27 |
South Africa | ZAF | 2,013 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 128.6247 | HDX | 2026-04-27 |
South Africa | ZAF | 1,998 | Patent applications, residents | IP.PAT.RESD | 200 | HDX | 2026-04-27 |
South Africa | ZAF | 2,012 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.66934 | HDX | 2026-04-27 |
South Africa | ZAF | 1,962 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 8,399,996.643361 | HDX | 2026-04-27 |
South Africa | ZAF | 2,015 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.73147 | HDX | 2026-04-27 |
South Africa | ZAF | 2,022 | Research and development expenditure (% of GDP) | GB.XPD.RSDV.GD.ZS | 0.61729 | HDX | 2026-04-27 |
South Africa | ZAF | 2,016 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,831,242,820.87593 | HDX | 2026-04-27 |
South Africa | ZAF | 1,960 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 5,599,997.762241 | HDX | 2026-04-27 |
South Africa | ZAF | 2,010 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 1,941,103,068.73478 | HDX | 2026-04-27 |
South Africa | ZAF | 2,016 | Scientific and technical journal articles | IP.JRN.ARTC.SC | 12,184.62 | HDX | 2026-04-27 |
South Africa | ZAF | 1,984 | Charges for the use of intellectual property, payments (BoP, current US$) | BM.GSR.ROYL.CD | 165,864,362.563692 | HDX | 2026-04-27 |
South Africa | ZAF | 2,021 | High-technology exports (% of manufactured exports) | TX.VAL.TECH.MF.ZS | 5.54756 | HDX | 2026-04-27 |
South Africa | ZAF | 2,003 | Technicians in R&D (per million people) | SP.POP.TECH.RD.P6 | 110.06183 | HDX | 2026-04-27 |
South Africa | ZAF | 1,982 | Patent applications, nonresidents | IP.PAT.NRES | 6,585 | HDX | 2026-04-27 |
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