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25–31 of 31Financial & Economic Indicators — 212 Countries (1960–2024)
Consolidated dataset of 18 key financial and economic indicators for 212 countries spanning 1960-2024, sourced from the World Bank Open Data API. Includes GDP, GDP per capita, GDP growth, inflation, lending/deposit interest rates, foreign direct investment, current account balance, total reserves, government debt, exchange rates, market capitalization, government revenue/expenses, trade volume, imports/exports, and unemployment. Ideal for macroeconomic analysis, cross-country financial comparisons, and time-series economic research.
Employment & Labor Market Statistics — 215 Countries (1970–2024)
Harmonized dataset covering employment and labor market indicators for 215 countries from 1970 to 2024. Sourced from the World Bank Open Data API (ILO modeled estimates and national statistics). Includes 33 columns: unemployment rates (total, male, female, youth), labor force participation rates by gender, employment by sector (agriculture, industry, services), self-employment and vulnerable employment shares, GDP per capita, GDP growth, inflation, population, and labor productivity metrics. Ideal for analyzing global labor market trends, gender gaps in employment, structural economic transitions, and the relationship between economic development and employment patterns across regions and income groups.
Development Indicators by Country (1970–2023)
Full-coverage panel dataset of 14 key development indicators for 217 countries spanning 1970–2023 (11,718 rows). Sourced from the World Bank World Development Indicators (WDI), this dataset covers macroeconomics (GDP, GDP per capita, inflation, unemployment, trade, FDI), demographics (population, population growth, life expectancy), public spending (education and health expenditure as % of GDP), infrastructure (electricity consumption, internet adoption), and land use (arable land %). Each row represents a single country-year observation with ISO country codes, region, and World Bank income group classification. Ideal for cross-country panel regressions, development trend analysis, machine learning benchmarks, and policy research.
World Bank Development Indicators — 217 Countries, 50-Year Panel (1974–2023)
Benchmark panel dataset covering 217 countries across 50 years (1974–2023) with 14 key development indicators from the World Bank Open Data API. Includes GDP per capita, total GDP, population, life expectancy, birth/death rates, unemployment, inflation, internet adoption, electricity consumption, literacy rates, health expenditure, Gini index, and FDI inflows. Ideal for longitudinal economic analysis, cross-country comparisons, and development research. Core demographic indicators (population, life expectancy, birth/death rates) have 100% coverage; economic indicators (GDP, FDI) cover 80–90% of observations.
62-Country Minimum Wage & PPP Benchmark — 2025
Research-grade dataset covering 62 countries with statutory minimum wages normalized to monthly USD equivalents, PPP-adjusted values, GDP per capita, and wage-to-GDP ratios. Data sourced from ILO, national labor ministries, World Bank GDP indicators, and IMF PPP conversion factors. Includes 10 fields per country: local currency amounts, USD nominal and PPP conversions, economic context metrics, and source annotations. Covers all major economies across 9 world regions.
International Crypto Regulation Landscape — 2025
Longitudinal dataset tracking cryptocurrency regulation, legal status, and adoption metrics across 50 countries worldwide. Combines data from Chainalysis Global Crypto Adoption Index 2025, Atlantic Council CBDC Tracker, FATF Travel Rule compliance reports, and national regulatory bodies. Each country entry includes: legal status (legal/restricted/banned), regulatory framework maturity, primary regulator, key legislation, CBDC development status, Chainalysis adoption ranking, Travel Rule implementation, VASP licensing requirements, crypto tax policy and rates, stablecoin regulation status, and data sources. Covers all major economies plus emerging markets across 7 regions. Normalized and cross-referenced from 6+ authoritative sources for accuracy.
BTC Prices
A proprietary dataset for BTC prices - what's unique about it is that you can find these same prices anywhere else.