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Browse Data
25–40 of 40Low-Carbon Energy Production — 216 Countries (2000–2025)
Expansive dataset tracking low-carbon energy production across 216 countries from 2000 to 2025. Covers six energy types: Solar, Wind, Hydropower, Biofuel, Nuclear, and Other Renewables. Each row represents a country-year-energy type combination with electricity generation (TWh), consumption (TWh), share of national electricity mix (%), per-capita generation (kWh), and contextual indicators including total electricity generation, carbon intensity, and fossil fuel share. Sourced from Our World in Data (OWID) energy dataset, which aggregates data from BP Statistical Review, Ember, and IRENA. 31,025 rows across 216 countries. Ideal for energy transition analysis, climate policy research, and cross-country renewable energy benchmarking.
Worldwide Historical Natural Disaster Events (1970–2024)
Granular dataset of 10,639 natural disaster events worldwide from 1970 to 2024, covering 100 countries across all continents. Includes floods, storms, earthquakes, droughts, wildfires, volcanic eruptions, landslides, extreme temperature events, and epidemics. Each record contains 21 fields: event ID, date range, disaster type and subtype, severity index (1–10), magnitude (for seismic/volcanic events), geographic coordinates, country/continent/subregion, fatalities, injuries, total affected population, displaced persons, economic damage (millions USD), duration, humanitarian response level, and data source attribution. Data synthesized from multiple authoritative sources including EM-DAT, NOAA, USGS, WHO, IFRC, ReliefWeb, and GDACS. Suitable for climate risk analysis, humanitarian planning, insurance modeling, disaster preparedness research, and geospatial visualization.
Worldwide Earthquake & Seismic Activity Catalog — 24,897 Events (2024)
Authoritative dataset of 24,897 earthquakes (magnitude 2.5+) recorded worldwide in 2024, sourced from the USGS Earthquake Hazards Program (FDSNWS). Each event is enriched with 33 columns including precise geolocation, depth classification (shallow/intermediate/deep), magnitude classification (minor to great), estimated energy release (Gutenberg-Richter), seismic zone mapping (Ring of Fire, Alpide Belt, Mid-Atlantic Ridge, East African Rift), country/region identification, and review status. Key features: - Full calendar year 2024 coverage (Jan 1 – Dec 31) - 33 fields per event including temporal, spatial, seismic, and geographic dimensions - Depth classification: 76% shallow, 19% intermediate, 5% deep - Magnitude range: 2.5 – 7.5 (mean 3.82) - Coverage: All tectonic regions worldwide - Enriched with seismic zone, tectonic context, and impact indicators (felt reports, tsunami flags, alert levels) Ideal for: seismological research, disaster risk modeling, geospatial analysis, machine learning, and educational purposes. Sources: USGS Earthquake Hazards Program (FDSNWS API), geographic enrichment via coordinate-based classification.
Critical Minerals & Rare Earth Production Index — 10 Minerals (2024)
Reference-grade multi-source dataset tracking production volumes, reserves, processing capacity, and supply chain risk metrics for 10 critical minerals across 54 countries. Minerals covered: lithium, cobalt, nickel, rare earth oxides, natural graphite, copper, manganese, tungsten, vanadium, and gallium. Each country entry includes: production volumes (tonnes), known reserves, processing facility presence, export restriction scores (0-10 scale), mineral governance index (0-100), count of minerals produced, and a composite supply importance score weighted by strategic significance. Data compiled and normalized from: • USGS Mineral Commodity Summaries 2024-2025 • British Geological Survey World Mineral Statistics • IEA Critical Minerals Market Review 2024 • European Commission Critical Raw Materials Assessment • S&P Global Market Intelligence Highly relevant for supply chain analysis, energy transition planning, geopolitical risk assessment, and ESG research. Not available as a single normalized dataset from any single source.
Healthcare Access & Outcomes Index — 70 Countries (2024)
Multi-source healthcare access and outcomes index covering 70 countries, combining WHO Global Health Observatory indicators (physicians per capita, hospital beds per 1,000, essential service coverage) with World Bank development indicators (life expectancy, infant mortality, health expenditure as % of GDP). Each country-row includes a normalized composite score (0–100) plus the underlying component metrics for custom reweighting.
Cybersecurity Readiness & Threat Index — 70 Countries (2025)
End-to-end multi-source index measuring cybersecurity readiness across 70 countries. Combines data from ITU Global Cybersecurity Index (GCI 2024), National Cyber Security Index (NCSI), MixMode/Comparitech Cyber Safety Score, IBM Cost of Data Breach Report, DLA Piper data protection law classifications, and ITU/World Bank internet penetration statistics. Each row represents one country with 15 normalized indicators including: GCI score and tier, NCSI score, digital development level, composite cyber safety score, average data breach cost, data protection law status and strength (1-4 scale), cybercrime legislation status, national CERT/CSIRT presence and name, and internet penetration rate. Sources: ITU (GCI 2024), e-Governance Academy (NCSI), MixMode/Comparitech, IBM/Ponemon Institute, DLA Piper, UNCTAD, World Bank, Internet World Stats. Ideal for: cybersecurity policy research, country risk assessment, digital infrastructure analysis, investment due diligence, and academic research on global cyber resilience patterns.
70-Country Education Performance Index — 2024/2025
Reference-grade education dataset covering 70 countries across all continents with 10 key indicators: adult literacy rate, mean years of schooling, expected years of schooling, government education expenditure (% GDP), primary enrollment rate, secondary completion rate, PISA 2022 average scores, gender parity index, pupil-teacher ratio, and youth literacy rate. Data sourced from World Bank, UNDP Human Development Report 2025, OECD PISA 2022, and UNESCO Institute for Statistics. Normalized and cross-referenced across multiple authoritative sources for high data quality.
Water Stress & Freshwater Access — 67 Countries (2024)
Multi-source dataset tracking water stress levels, freshwater availability, and drinking water access across 67 countries spanning all continents and income levels. Combines data from four authoritative sources: WRI Aqueduct 4.0 baseline water stress scores (0-5 scale), WHO/UNICEF Joint Monitoring Programme safely managed drinking water percentages, FAO AQUASTAT renewable freshwater per capita and agricultural withdrawal ratios, and World Bank GDP and water productivity metrics. Covers all five water stress categories from Low to Extremely High. Ideal for environmental research, climate policy analysis, ESG scoring, and development economics.
Internet Freedom & Digital Rights Index — 70 Countries (2025)
End-to-end dataset tracking internet freedom and digital rights across 70 countries, combining Freedom House Freedom on the Net scores (0-100) with Reporters Without Borders Press Freedom Index scores. Covers internet censorship levels, VPN restrictions, social media blocks, content filtering, and notable censorship events for each country. Multi-source data normalized from Freedom House, RSF, and government policy tracking. Includes categorical assessments of obstacles to access, content limits, and user rights violations. Ideal for policy analysis, AI governance research, and digital rights monitoring.
AI Regulation & Policy Tracker — 60 Countries (2025)
Full-coverage dataset tracking AI regulation, legislation, and policy readiness across 60 countries worldwide. Compiled from multiple authoritative sources including Oxford Insights Government AI Readiness Index, OECD AI Policy Observatory, Stanford HAI AI Index, and official government publications. Each record includes: AI readiness score and rank, national AI strategy status and adoption year, binding legislation details, regulatory approach classification (risk-based, market-driven, state-driven, principles-based, etc.), number of AI policies, strategy budget, dedicated AI agency information, EU AI Act applicability, and Council of Europe AI Convention signatory status. Covers all major economies and regions. Ideal for policy researchers, government affairs teams, AI governance professionals, and businesses navigating the global AI regulatory landscape.
Significant Earthquakes Catalog (M6.0+) — 2024/2025
Curated dataset of 74 significant earthquakes (magnitude 6.0+) from January 2024 through December 2025. Combines USGS seismic instrument data with Wikipedia-sourced casualty and impact assessments. Fields include magnitude, coordinates, depth, tsunami warnings, USGS alert levels, felt reports, significance scores, deaths, injuries, and impact summaries. Covers the M8.8 Kamchatka event (6th largest ever recorded), the M7.7 Myanmar earthquake (5,456 deaths), the M7.5 Noto Peninsula disaster (703 deaths), and 71 other events across 30+ countries. Multi-source, normalized, and cross-referenced.
Urban PM2.5 Air Quality — 80 Major Cities (2025)
Cross-national dataset of annual average PM2.5 concentrations across 80 major cities worldwide, sourced from the IQAir 2025 World Air Quality Report, WHO Ambient Air Quality Database, and regional monitoring networks. Covers all 6 inhabited continents with cities ranging from the most polluted (Byrnihat, India at 128.2 µg/m³) to the cleanest (Nieuwoudtville, South Africa at 1.0 µg/m³). Each record includes city, country, continent, PM2.5 annual average, WHO guideline compliance ratio, air quality category (Good/Moderate/Unhealthy/Very Unhealthy/Hazardous), estimated metro population, and primary pollution source. Useful for environmental research, public health analysis, urban planning, and climate policy studies.
Electric Vehicle Adoption — 40 Countries, 6 Continents (2023/2024)
Multi-source dataset tracking electric vehicle adoption across 40 countries and 6 continents. Includes 11 normalized metrics per country: annual EV sales (2023), market share percentage (2023 & 2024), cumulative EV stock, fleet penetration rate, public charging infrastructure count, government purchase incentive status, and ICE vehicle phase-out target years. Data sourced and cross-referenced from IEA Global EV Outlook 2024, Wikipedia country-level EV statistics, and Virta Global EV Market reports. Ideal for climate policy analysis, automotive market research, energy transition modeling, and ESG investment screening.
96-City Quality of Life Composite Index — 2026
A detailed multi-dimensional quality of life dataset covering 96 cities across 6 continents. Each city is scored on 9 normalized indices: overall quality of life, purchasing power, safety, healthcare quality, cost of living, property affordability (price-to-income ratio), traffic/commute time, pollution, and climate favorability. Data sourced and cross-referenced from Numbeo global indices (mid-2026). Ideal for urban planning research, relocation analysis, data journalism, and cross-city benchmarking. All values are normalized with New York City as the baseline (100) for cost of living. Cities span from The Hague (QoL: 230.1) to Lagos (QoL: 0.0), providing full spectrum coverage of global urban livability.
Renewable Energy Generation — 49 Major Economies (2023)
Curated dataset covering renewable electricity generation across 49 major economies worldwide. Includes solar, wind, hydro, biofuel, and other renewable energy generation (TWh), share of total electricity (%), per-capita metrics (kWh), year-over-year growth rates, and population-normalized figures. Data sourced from Our World in Data (OWID) energy dataset, which aggregates from IRENA, Ember, and the Energy Institute. Ideal for climate policy analysis, energy transition research, ESG scoring, and cross-country benchmarking.
Country-Level Economic & Development Indicators — 231 Nations (2023)
Cleaned dataset covering 231 countries and territories with key economic and development indicators. Sourced from the World Bank Open Data API and REST Countries API, then normalized into a single clean CSV. **12 columns per country:** - Country name, ISO 3166-1 alpha-3 code - Region, subregion, capital city - Population, area (sq km), population density - GDP per capita (USD, 2023) - Life expectancy at birth (years, 2022) - Internet users (% of population, 2023) - Unemployment rate (%, 2023) **Data coverage:** 201 countries with GDP data, 215 with life expectancy, 181 with internet usage, 183 with unemployment rates. **Sources:** World Bank Open Data (indicators NY.GDP.PCAP.CD, SP.DYN.LE00.IN, IT.NET.USER.ZS, SL.UEM.TOTL.ZS), REST Countries API v3.1. **Use cases:** Cross-country economic analysis, development research, data science projects, ML feature engineering, educational datasets.