{"schemaVersion":"2026-09-21","kind":"preview","generatedAt":"2026-09-21T08:15:19.215Z","report":{"id":"theme-tech-capability","title":"Technology Capability Report — Exports, Research and Infrastructure","category":"innovation","tier":"premium","years":"2015:2025","indicators":[{"code":"TX.VAL.TECH.MF.ZS","label":"High-technology exports (% of manufactured exports)","kind":"pct","polarity":"neutral","sparseNote":null},{"code":"IT.NET.SECR.P6","label":"Secure Internet servers (per 1 million people)","kind":"index","polarity":"neutral","sparseNote":null},{"code":"IP.JRN.ARTC.SC","label":"Scientific and technical journal articles","kind":"count","polarity":"neutral","sparseNote":"Bibliometric count; publication lags by two to three years."},{"code":"IT.NET.BBND.P2","label":"Fixed broadband subscriptions (per 100 people)","kind":"index","polarity":"neutral","sparseNote":null}],"economies":[{"code":"US","name":"United States"},{"code":"CN","name":"China"},{"code":"JP","name":"Japan"},{"code":"DE","name":"Germany"},{"code":"IN","name":"India"},{"code":"GB","name":"United Kingdom"},{"code":"FR","name":"France"},{"code":"BR","name":"Brazil"},{"code":"RU","name":"Russian Federation"},{"code":"KR","name":"Korea, Rep."},{"code":"CA","name":"Canada"},{"code":"IT","name":"Italy"},{"code":"MX","name":"Mexico"},{"code":"ID","name":"Indonesia"},{"code":"TR","name":"Turkiye"},{"code":"SA","name":"Saudi Arabia"},{"code":"AU","name":"Australia"},{"code":"ZA","name":"South Africa"},{"code":"AR","name":"Argentina"},{"code":"ES","name":"Spain"}]},"latestYear":2024,"coveragePct":88.2,"crossSection":[{"indicator":"TX.VAL.TECH.MF.ZS","indicatorLabel":"High-technology exports (% of manufactured exports)","kind":"pct","polarity":"neutral","sparseNote":null,"latestYear":2024,"group":{"mean":16.0467,"median":17.1663,"leader":{"code":"KR","name":"Korea, Rep.","value":36.2583},"laggard":{"code":"SA","name":"Saudi Arabia","value":0.544}},"rows":[{"economy":"KR","economyName":"Korea, Rep.","year":2024,"value":36.2583,"rank":1,"percentile":100},{"economy":"GB","economyName":"United Kingdom","year":2024,"value":29.2333,"rank":2,"percentile":95},{"economy":"CN","economyName":"China","year":2024,"value":26.2777,"rank":3,"percentile":90},{"economy":"AU","economyName":"Australia","year":2024,"value":25.1586,"rank":4,"percentile":85},{"economy":"US","economyName":"United States","year":2024,"value":24.323,"rank":5,"percentile":80},{"economy":"FR","economyName":"France","year":2024,"value":23.1371,"rank":6,"percentile":75},{"economy":"MX","economyName":"Mexico","year":2024,"value":19.3038,"rank":7,"percentile":70},{"economy":"IN","economyName":"India","year":2024,"value":18.5724,"rank":8,"percentile":65},{"economy":"DE","economyName":"Germany","year":2024,"value":17.9773,"rank":9,"percentile":60},{"economy":"JP","economyName":"Japan","year":2024,"value":17.5547,"rank":10,"percentile":55},{"economy":"CA","economyName":"Canada","year":2024,"value":16.7779,"rank":11,"percentile":50},{"economy":"IT","economyName":"Italy","year":2024,"value":12.2827,"rank":12,"percentile":45},{"economy":"BR","economyName":"Brazil","year":2024,"value":11.1104,"rank":13,"percentile":40},{"economy":"RU","economyName":"Russian Federation","year":2021,"value":9.7298,"rank":14,"percentile":35},{"economy":"ES","economyName":"Spain","year":2024,"value":9.2845,"rank":15,"percentile":30},{"economy":"ID","economyName":"Indonesia","year":2024,"value":8.711,"rank":16,"percentile":25},{"economy":"ZA","economyName":"South Africa","year":2024,"value":5.7092,"rank":17,"percentile":20},{"economy":"TR","economyName":"Turkiye","year":2024,"value":5.1378,"rank":18,"percentile":15},{"economy":"AR","economyName":"Argentina","year":2024,"value":3.8502,"rank":19,"percentile":10},{"economy":"SA","economyName":"Saudi Arabia","year":2024,"value":0.544,"rank":20,"percentile":5}]},{"indicator":"IT.NET.SECR.P6","indicatorLabel":"Secure Internet servers (per 1 million people)","kind":"index","polarity":"neutral","sparseNote":null,"latestYear":2024,"group":{"mean":36837.1357,"median":21381.7789,"leader":{"code":"US","name":"United States","value":196616.1013},"laggard":{"code":"SA","name":"Saudi Arabia","value":482.7724}},"rows":[{"economy":"US","economyName":"United States","year":2024,"value":196616.1013,"rank":1,"percentile":100},{"economy":"DE","economyName":"Germany","year":2024,"value":152113.844,"rank":2,"percentile":95},{"economy":"GB","economyName":"United Kingdom","year":2024,"value":68394.8557,"rank":3,"percentile":90},{"economy":"FR","economyName":"France","year":2024,"value":57274.6364,"rank":4,"percentile":85},{"economy":"AU","economyName":"Australia","year":2024,"value":44299.3061,"rank":5,"percentile":80},{"economy":"CA","economyName":"Canada","year":2024,"value":39738.0381,"rank":6,"percentile":75},{"economy":"JP","economyName":"Japan","year":2024,"value":32928.7581,"rank":7,"percentile":70},{"economy":"IT","economyName":"Italy","year":2024,"value":30647.1608,"rank":8,"percentile":65},{"economy":"ES","economyName":"Spain","year":2024,"value":29986.3825,"rank":9,"percentile":60},{"economy":"RU","economyName":"Russian Federation","year":2024,"value":26105.3191,"rank":10,"percentile":55},{"economy":"ZA","economyName":"South Africa","year":2024,"value":16658.2387,"rank":11,"percentile":50},{"economy":"KR","economyName":"Korea, Rep.","year":2024,"value":11902.3831,"rank":12,"percentile":45},{"economy":"TR","economyName":"Turkiye","year":2024,"value":11103.4012,"rank":13,"percentile":40},{"economy":"BR","economyName":"Brazil","year":2024,"value":6941.1741,"rank":14,"percentile":35},{"economy":"AR","economyName":"Argentina","year":2024,"value":5453.4343,"rank":15,"percentile":30},{"economy":"ID","economyName":"Indonesia","year":2024,"value":2939.4902,"rank":16,"percentile":25},{"economy":"CN","economyName":"China","year":2024,"value":1413.321,"rank":17,"percentile":20},{"economy":"IN","economyName":"India","year":2024,"value":1212.4417,"rank":18,"percentile":15},{"economy":"MX","economyName":"Mexico","year":2024,"value":531.6557,"rank":19,"percentile":10},{"economy":"SA","economyName":"Saudi Arabia","year":2024,"value":482.7724,"rank":20,"percentile":5}]},{"indicator":"IP.JRN.ARTC.SC","indicatorLabel":"Scientific and technical journal articles","kind":"count","polarity":"neutral","sparseNote":"Bibliometric count; publication lags by two to three years.","latestYear":2023,"group":{"mean":129500.8685,"median":62950.18,"leader":{"code":"CN","name":"China","value":932711.93},"laggard":{"code":"AR","name":"Argentina","value":8589.35}},"rows":[{"economy":"CN","economyName":"China","year":2023,"value":932711.93,"rank":1,"percentile":100},{"economy":"US","economyName":"United States","year":2023,"value":430843.27,"rank":2,"percentile":95},{"economy":"IN","economyName":"India","year":2023,"value":228174.31,"rank":3,"percentile":90},{"economy":"DE","economyName":"Germany","year":2023,"value":108782.34,"rank":4,"percentile":85},{"economy":"GB","economyName":"United Kingdom","year":2023,"value":97535.98,"rank":5,"percentile":80},{"economy":"JP","economyName":"Japan","year":2023,"value":96543.44,"rank":6,"percentile":75},{"economy":"RU","economyName":"Russian Federation","year":2023,"value":85558.11,"rank":7,"percentile":70},{"economy":"IT","economyName":"Italy","year":2023,"value":82770.89,"rank":8,"percentile":65},{"economy":"KR","economyName":"Korea, Rep.","year":2023,"value":71724.33,"rank":9,"percentile":60},{"economy":"CA","economyName":"Canada","year":2023,"value":63719.9,"rank":10,"percentile":55},{"economy":"FR","economyName":"France","year":2023,"value":62180.46,"rank":11,"percentile":50},{"economy":"ES","economyName":"Spain","year":2023,"value":60303.76,"rank":12,"percentile":45},{"economy":"BR","economyName":"Brazil","year":2023,"value":58292.04,"rank":13,"percentile":40},{"economy":"AU","economyName":"Australia","year":2023,"value":54589.08,"rank":14,"percentile":35},{"economy":"TR","economyName":"Turkiye","year":2023,"value":50180.49,"rank":15,"percentile":30},{"economy":"ID","economyName":"Indonesia","year":2023,"value":38992,"rank":16,"percentile":25},{"economy":"SA","economyName":"Saudi Arabia","year":2023,"value":24594.79,"rank":17,"percentile":20},{"economy":"MX","economyName":"Mexico","year":2023,"value":18981.87,"rank":18,"percentile":15},{"economy":"ZA","economyName":"South Africa","year":2023,"value":14949.03,"rank":19,"percentile":10},{"economy":"AR","economyName":"Argentina","year":2023,"value":8589.35,"rank":20,"percentile":5}]},{"indicator":"IT.NET.BBND.P2","indicatorLabel":"Fixed broadband subscriptions (per 100 people)","kind":"index","polarity":"neutral","sparseNote":null,"latestYear":2024,"group":{"mean":31.9584,"median":37.555,"leader":{"code":"FR","name":"France","value":48.9252},"laggard":{"code":"IN","name":"India","value":3.1505}},"rows":[{"economy":"FR","economyName":"France","year":2024,"value":48.9252,"rank":1,"percentile":100},{"economy":"KR","economyName":"Korea, Rep.","year":2024,"value":47.8015,"rank":2,"percentile":95},{"economy":"CN","economyName":"China","year":2024,"value":47.1934,"rank":3,"percentile":90},{"economy":"DE","economyName":"Germany","year":2024,"value":45.6069,"rank":4,"percentile":85},{"economy":"SA","economyName":"Saudi Arabia","year":2024,"value":44.0706,"rank":5,"percentile":80},{"economy":"CA","economyName":"Canada","year":2024,"value":42.5238,"rank":6,"percentile":75},{"economy":"GB","economyName":"United Kingdom","year":2024,"value":42.1648,"rank":7,"percentile":70},{"economy":"ES","economyName":"Spain","year":2024,"value":39.2338,"rank":8,"percentile":65},{"economy":"US","economyName":"United States","year":2024,"value":38.8572,"rank":9,"percentile":60},{"economy":"JP","economyName":"Japan","year":2023,"value":38.6312,"rank":10,"percentile":55},{"economy":"AU","economyName":"Australia","year":2024,"value":36.4788,"rank":11,"percentile":50},{"economy":"IT","economyName":"Italy","year":2024,"value":31.7808,"rank":12,"percentile":45},{"economy":"RU","economyName":"Russian Federation","year":2024,"value":27.1334,"rank":13,"percentile":40},{"economy":"AR","economyName":"Argentina","year":2024,"value":26.0976,"rank":14,"percentile":35},{"economy":"BR","economyName":"Brazil","year":2024,"value":24.0792,"rank":15,"percentile":30},{"economy":"TR","economyName":"Turkiye","year":2024,"value":23.4317,"rank":16,"percentile":25},{"economy":"MX","economyName":"Mexico","year":2024,"value":21.7367,"rank":17,"percentile":20},{"economy":"ZA","economyName":"South Africa","year":2024,"value":5.3479,"rank":18,"percentile":15},{"economy":"ID","economyName":"Indonesia","year":2024,"value":4.922,"rank":19,"percentile":10},{"economy":"IN","economyName":"India","year":2024,"value":3.1505,"rank":20,"percentile":5}]}],"schema":{"note":"The paid payload uses exactly these field names and types, plus the fields listed under paidAdds.","crossSectionRow":{"economy":"string","economyName":"string","year":"integer","value":"number","rank":"integer","percentile":"number"},"paidRowFields":{"series":"array of {year: integer, value: number} — the full year-by-year panel","meanLevel":"number — mean of the annual readings over the covered years","cagr":"number — compound annual growth over the range, % (null for rate indicators)","growthIndex":"number — last year as a % of the first year (null for rate indicators)","latestYoy":"number — latest year-over-year change, %","avgYoy":"number — mean year-over-year change, %","volatility":"number — standard deviation of year-over-year change, pp","trendSlopePct":"number — OLS slope as a % of the period mean level, per year","trendSlopePp":"number — OLS slope in the series' own units per year (percentage points for rate indicators)","trendR2":"number — goodness of fit of that trend line","momentumPp":"number — last three years vs the three before, pp","halfPeriodShiftPp":"number — second half vs first half of the window, pp","outlierYears":"array of {year, pct, z} — changes beyond 2.5 standard deviations","share":"number — % of the covered group total (only where the total is positive)","dataQuality":"{published, expected, coveragePct, missingYears[], latestLagYears}"},"paidReportFields":{"crossCorrelations":"array of {indicatorA, indicatorB, r, n, direction} — pooled Pearson r on year-over-year changes","indicators[].group":"total, mean, median, cagr, dispersionPct, spreadRatio, hhi, effectiveCount, concentration, leader, laggard, fastestGrowth, slowestGrowth"}},"paidAdds":["Full 2015:2025 year-by-year panel for all 20 economies (the preview shows only the latest year).","Derived analytics per economy: CAGR, growth index, trend fit with R², momentum, half-period shift, volatility, percentile, outlier years.","Data-quality block per economy: published vs expected observations, coverage %, missing years, publication lag.","Group statistics: total, mean, median, dispersion, largest-to-smallest ratio, HHI concentration.","Cross-indicator correlation matrix with sample sizes.","Delivery as JSON (?format=json) or CSV (?format=csv) as well as the HTML report."],"purchase":{"endpoint":"/report/theme-tech-capability","html":"https://x402-report-store.app.workbuddy.host/report/theme-tech-capability","json":"https://x402-report-store.app.workbuddy.host/report/theme-tech-capability?format=json","csv":"https://x402-report-store.app.workbuddy.host/report/theme-tech-capability?format=csv","protocol":"x402","asset":"USDC","network":"eip155:8453","priceNote":"A GET without payment returns HTTP 402 with the exact USDC amount and payout address.","schemaUrl":"https://x402-report-store.app.workbuddy.host/schema/report.json","metricsCsv":"https://x402-report-store.app.workbuddy.host/report/theme-tech-capability?format=summary-csv","payTo":"0xba7efeabfab91a6febc8d8088faa29ce95979b34"}}