← Data Visualizations

Luke's Data Hoard

Centralized index of datasets spanning paranormal phenomena, natural disasters, linguistics, economics, culture, health, geography, and accessibility research

0 Datasets
13 Categories
0 Public
0 Local

Featured

14 datasets

Sources of truth published on GitHub, Hugging Face, or Kaggle. Includes interactive explorers, data poems, and Jupyter analysis notebooks.

Strange Places v5.2Public

354,770 georeferenced mysterious phenomena (UFOs, Bigfoot, haunted places). Canonical source for all quirky geospatial research.

Joshua Project Global PeoplesPublic

Demographic and linguistic data for 16,382 people groups. Powering the 'Souls' visualization series.

Accessibility AtlasPublic

Global disability demographics and web accessibility metrics (WebAIM Million 2025).

US Inequality AtlasPublic

County-level metrics for food deserts, healthcare access, housing affordability, and demographics.

Steam Universe NetworkPublic

25K+ games connected by 861K shared-reviewer edges. Includes full game metadata (2005-2025).

US Disasters MashupPublic

Unified dataset of NOAA storms, USGS earthquakes, NTSB accidents, and EPA Superfund sites.

US Attention Data (2020-2025)Public

Digital attention metrics from Wikipedia, Google Trends, and GDELT events.

Etymology AtlasPublic

4.2M linguistic relationships and cognate sets covering global language evolution.

World LanguagesPublic

7,900+ languages integrating ISO 639-3, Glottolog, speaker populations, and endangerment status.

Witnessed Meteorite FallsPublic

NASA catalog of meteorite falls witnessed and recorded by observers, with coordinates, mass, and classification.

US Housing Affordability CrisisPublic

County-level housing affordability analysis with median rents, household incomes, cost burden, and homelessness data.

US Military Veteran AnalysisPublic

Veteran demographics merged from 5 sources: population, employment, homelessness, suicide rates, and firearm correlations.

Bluesky Social ExportPublic

Bluesky post data export for sentiment analysis and social network research.

Large Meteorites (10kg+)Public

NASA catalog of significant meteorite falls and finds over 10kg with coordinates, mass, and discovery year.

Accessibility & Assistive Tech

5 datasets

SAP (Augmentative Communication), WLASL (Sign Language), ACS disability data, WebAIM web compliance, WHO global health, and accessibility audit tools.

Accessibility Atlas Public
📊 13,000+ records across 10 datasets 🌍 Census + WHO + WebAIM 📅 2021-2025

Disability demographics (3,222 US counties, 185 WHO countries), web accessibility compliance (WebAIM Million 2025, screen reader survey), ADA lawsuits, Section 508 federal compliance, VizWiz blind user VQA, and WLASL sign language index.

Disability WCAG Screen Readers WHO Census
Census Communication Disability Data Locally Cached
💬 50 states + DC 📊 ACS 5-year 🗺️ State-level

Census ACS data on communication disabilities by state, covering hearing, vision, cognitive, and self-care difficulty rates.

Disability Communication Census
WLASL (Word-Level American Sign Language) Locally Cached
🤟 2,000 signs 📹 Video glosses 🏷️ Annotations

Word-level American Sign Language video dataset with annotations, glosses, and metadata for sign language recognition research.

ASL Sign Language WLASL
ACS Disability Statistics Locally Cached
📊 County-level 👥 6 disability types 📅 Annual surveys

American Community Survey disability data with prevalence rates for hearing, vision, cognitive, ambulatory, self-care, and independent living disabilities.

Disability ACS Census
Accessibility Audit Tools Locally Cached
✅ WCAG 2.1 AA 🔍 Automated checks 📋 Reports

Accessibility audit results and tools for WCAG 2.1 AA compliance checking including axe-core and Pa11y scan outputs.

Accessibility WCAG Audit

Civic & Urban

7 datasets

NYC 311, GDELT events, parking tickets, restaurant inspections, bridges, Wikipedia activity, Internet Archive, and Bluesky social.

NYC 311 Service Requests Locally Cached
📞 30M+ requests 🗓️ 2010-present 🗺️ Geolocated

Complete NYC 311 service request data including noise complaints, street conditions, housing issues, and response times by neighborhood.

NYC 311 Urban
US Attention Data (2020-2025) Public
📊 3 sources 📅 Weekly cadence 🌍 Global attention

Cross-platform attention metrics tracking global focus on the United States. Combines Wikipedia pageviews, GDELT global event mentions, and Google Trends search interest on a weekly cadence from 2020-2025.

Attention Wikipedia GDELT Google Trends
GDELT Global Events Locally Cached
🌍 500M+ events 📰 News-derived ⏱️ Real-time

GDELT Project's global event database tracking political, social, and conflict events worldwide from news media coverage.

GDELT News Events
Wikipedia Pageviews Locally Cached
📊 Top articles 📅 Daily/monthly 🌍 By language

Wikipedia pageview statistics showing trending articles, search patterns, and attention flows across topics and languages.

Wikipedia Pageviews Attention
Bluesky Social Posts Public
💬 101K posts 😊 Sentiment analyzed 🔒 Anonymized

Anonymized Bluesky posts with VADER sentiment analysis. SHA-256 hashed DIDs/URIs, 44K unique authors. Dec 2-25, 2025. CC-BY-4.0 license.

Social Media Bluesky NLP
Parking Tickets (NYC) Locally Cached
🚗 10M+ tickets 💰 Fine amounts 📍 Locations

NYC parking violation data with ticket types, fine amounts, vehicle types, and issuance locations for spatial and temporal analysis.

Parking NYC Fines
Internet Archive Lending Locally Cached
📚 Lending data 📊 Circulation stats 🕰️ Historical

Internet Archive's digital lending library statistics showing book circulation patterns, popular titles, and access trends.

Books Internet Archive Lending
National Bridge Inventory Locally Cached
🌉 600K+ bridges 🔧 Condition ratings 📊 Annual inspections

Federal Highway Administration bridge inventory with structural condition ratings, age, traffic volume, and deficiency status.

Bridges Infrastructure NBI

Disasters & Extremes

10 datasets

Airplane crashes, shark attacks, lightning strikes, storms, temperature anomalies, wildfires, and disaster mashups.

Airplane Crashes & Fatalities (1908-2009) Local Data
✈️ 5,268 incidents 📅 1908-2009 📊 CSV 1.5 MB

Historical record of airplane crashes and fatalities worldwide from the first recorded airplane fatality (1908) through 2009. Includes operator, aircraft type, route, and casualty details.

Aviation Crashes Fatalities
Global Shark Attack File (GSAF) Local Data
🦈 6,463 incidents 📅 1845-2020 📊 CSV 3.5 MB

Shark attack records from the Shark Research Institute covering provoked, unprovoked, and boat attacks with species, activity, and outcome details.

Sharks Ocean Animal Attacks
NOAA Lightning Strikes (2018) Local Data
⚡ 3.4M strike records 📅 2018 🗺️ US continental

Daily lightning strike counts with geographic center points from NOAA's National Lightning Detection Network. Preprocessed data available for heatmap, monthly, and state-level analysis.

Lightning NOAA Weather
US Disasters Mashup Public
🌀 54,575 events 📊 NOAA + USGS + NTSB + EPA 🗺️ Geolocated

Combined disaster dataset merging NOAA storms, USGS earthquakes, NTSB aviation accidents, and EPA Superfund sites across the US.

Disasters NOAA USGS Aviation Superfund
NOAA Significant Storms Public
🌪️ 14,770 events 📈 Tornadoes, hurricanes, floods 📅 Historical

Curated significant US storm events from NOAA with geographic coordinates, event types, and descriptions.

Storms NOAA Weather
Temperature Anomalies (NASA GISS) Public
🌡️ 1880-2015 📈 Global anomalies 🗺️ Gridded data

NASA GISS Surface Temperature Analysis showing global temperature anomalies relative to 1951-1980 baseline with monthly and annual data.

Climate NASA Temperature
Wildfire Incidents Locally Cached
🔥 20+ years 📏 Acreage burned 📍 Perimeters

National Interagency Fire Center data on wildfire incidents including location, size, containment status, and fire perimeters.

Wildfires NIFC Fire
FEMA Flood Insurance Claims Locally Cached
🌊 5M+ claims 💰 Payout amounts 📅 1970-present

National Flood Insurance Program claims data showing flood event frequency, severity, and financial impacts by county.

Floods FEMA Insurance
US Drought Monitor Locally Cached
🏜️ Weekly updates 📊 Severity levels 🗺️ County-level

US Drought Monitor weekly drought severity classifications showing spatial extent and intensity of drought conditions.

Drought NOAA Climate
Extreme Heat Events Locally Cached
🌡️ Heat index 105°F+ 💀 Mortality data 🏙️ Urban focus

Extreme heat event tracking with heat index calculations, duration, affected populations, and heat-related mortality statistics.

Heat Waves Public Health Urban

Economics & Commerce

6 datasets

Billionaires, market caps, World Bank GDP, patents, retail locations, and NYC housing.

Forbes Billionaires Locally Cached
💰 2,600+ billionaires 📊 Net worth 🌍 Global

Forbes billionaire rankings with net worth, source of wealth, age, country, and industry classification.

Billionaires Forbes Wealth
World Bank GDP Data Locally Cached
🌍 200+ countries 📈 Time series 💵 USD values

Historical GDP data from World Bank with total GDP, per capita GDP, and growth rates for countries worldwide.

GDP World Bank Economics
Corporate Market Capitalizations Locally Cached
📊 Major corporations 💹 Market cap 🏢 Dow Jones

Market capitalization data for major corporations including Dow Jones Industrial Average components and Fortune 500 companies.

Market Cap Corporations Dow Jones
USPTO Patent Data Locally Cached
📜 Millions of patents 🔬 Classifications 📅 Historical

US Patent and Trademark Office data with patent classifications, filing dates, inventors, and citation networks.

Patents USPTO Innovation
Retail Store Locations Locally Cached
🏪 100K+ locations 📍 Geolocated 🏢 Major chains

Retail store location data for major chains including Walmart, Target, Kroger, CVS, Walgreens, and regional chains.

Retail Stores Locations
NYC Housing Analysis Local Data
🏙️ 2,168 census tracts 📊 Rent, income, tenure 🗺️ 5 boroughs

Census tract-level housing data for all five NYC boroughs: median rent, household income, rent burden, and tenure (owner vs renter). Includes borough and neighborhood GeoJSON boundaries with data joined.

NYC Housing Rent Burden Census

Entertainment & Pop Culture

6 datasets

Gaming, film, music, and satire datasets

Steam Games Catalog Locally Cached
🎮 50,872 games

Steam game catalog with titles, release dates, pricing, and platform availability

gaming steam catalog
Steam User Reviews Locally Cached
💬 41.1M reviews 📦 1.9 GB (gitignored)

41 million Steam user game recommendations. File is 1.9 GB and gitignored.

gaming steam reviews
Steam Users Locally Cached
👥 14.3M users 📦 185 MB (gitignored)

14 million Steam user profiles. File is 185 MB and gitignored.

gaming steam users
Bond Girls Locally Cached
🎬 71 records

Bond franchise companion characters with actress/Bond actor ages, film financials in actual and inflation-adjusted USD

film bond pop-culture
Boy Bands Locally Cached
🎤 15 bands, 55 members

Boy band discography with members, active years, and chart performance

music boy-bands pop-culture
Onion Headlines Locally Cached
📰 2,104 headlines

The Onion headline index with article IDs and image URLs. No header row.

satire headlines text

Food & Culture

13 datasets

Cheese, wine, edible insects, OpenFoodFacts, baby names, emoji, street art, social norms, food access, SNAP, and grocery density.

World of Cheese Locally Cached
🧀 1,800+ varieties 🌍 70+ countries 📊 Milk types

Cheese database with varieties, countries of origin, milk types, aging processes, and flavor profiles.

Cheese Food Taxonomy
Wine Varieties & Regions Locally Cached
🍷 2,000+ varieties 🌍 Regions 🍇 Grape types

Wine varieties with regional classifications, grape composition, flavor profiles, and production statistics.

Wine Viticulture Food
Edible Insects Database Locally Cached
🦗 2,100+ species 📊 Nutrition data 🌍 Regional use

Edible insect species with nutritional profiles, regional consumption patterns, and sustainability metrics.

Insects Entomophagy Nutrition
USDA Food Access Atlas Locally Cached
🗺️ Census tracts 🏪 Supermarket access 📊 Low-income data

USDA atlas measuring food access by census tract with low-income/low-access designations and SNAP usage statistics.

Food Access USDA Food Deserts
Food Desert States Summary Locally Cached
🗺️ State-level data 📊 Aggregated metrics 🏪 Food access

State-level aggregation of USDA Food Access Atlas data showing percentage of population in food deserts and low-access areas.

Food Deserts States USDA
SNAP Participation & Benefits Locally Cached
📊 County-level 👥 Participation rates 💵 Benefit amounts

Supplemental Nutrition Assistance Program data showing participation rates, benefit amounts, and coverage gaps by county.

SNAP FNS Food Security
Grocery Store Density Locally Cached
🏪 Store counts 📍 Per capita 🗺️ County-level

Grocery store density measurements by county showing stores per capita and accessibility metrics for fresh food.

Grocery Density Food Access
Emoji Data Locally Cached
😀 3,600+ emoji 📂 Categories 📅 Timeline

Complete Unicode emoji dataset with categories, release dates, names, and historical evolution of emoji standards.

Emoji Unicode Culture
Baby Names (SSA) Locally Cached
👶 1880-2023 📊 Popularity trends ⚧ By gender

Social Security Administration baby name data showing popularity trends, regional variations, and cultural naming patterns.

Names SSA Demographics
OpenFoodFacts Database Locally Cached
🥫 2M+ products 📊 Nutrition facts 🌍 Global

Open database of food products worldwide with nutrition facts, ingredients, allergens, labels, and Nutri-Score ratings.

Food Nutrition OpenFoodFacts
Chocolate Origins Locally Cached
🍫 2,530 records

Chocolate bar ratings with company, bean origin, cocoa percentage, and tasting notes

chocolate food ratings
Hot Sauces & Peppers Locally Cached
🌶️ 258 records

Hot sauces and peppers with Scoville ratings, origins, and species

hot-sauce peppers scoville
Hot Pepper Varieties (PepperScale) Locally Cached
📁 peppers.json 📊 175 records 🗓️ 2026-02-17

175 hot pepper varieties with Scoville heat unit ranges, origin countries, flavor profiles, and common uses. Covers everything from Bell peppers (0 SHU) to Carolina Reapers (2.2M SHU). Source: PepperScale comprehensive pepper list.

food peppers scoville heat
Social Norms Graph Locally Cached
🕸️ Network graph

Network graph of social actions and moral judgments from the Social Chemistry 101 dataset

social-norms morality network

Geography & Demographics

12 datasets

County analysis, SCARS, country centroids, election results, geology, county boundaries, air quality, ocean plastic, light pollution, infrastructure (submarine cables, satellites, internet topology), and endangered languages.

US County Reference (FIPS) Locally Cached
🗺️ 3,200+ counties 🏷️ 5-digit FIPS 📍 Centroids

Standardized FIPS county codes with names, state associations, land area, population, and geographic centroids for spatial joins.

FIPS Counties Census
SCARS (Standardized County Analysis & Research System) Locally Cached
📊 Multi-indicator 🗺️ All US counties 🔗 Merge-ready

Unified county-level dataset integrating economic, demographic, health, housing, and infrastructure indicators for comparative analysis.

SCARS Counties Multi-indicator
Country Centroids Locally Cached
🌍 200+ countries 📍 Lat/lon 🏷️ ISO codes

Geographic centroids for all countries with ISO 3166-1 alpha-2/alpha-3 codes, names, and population-weighted centers.

Countries Centroids ISO 3166
US Presidential Election Results by County Local Data
🗳️ ~3,100 counties per election 📅 2016 + 2020 📊 Vote counts + margins

County-level presidential election results with total votes, party breakdown, and vote margins. Mergeable with other FIPS-keyed datasets.

Elections Voting FIPS
US Geological Features Local Data
🪨 4 GeoJSON layers 🗺️ Continental US 📍 USGS sourced

Geological regions, mineral deposits, Cretaceous-era arc boundaries, and Deep South historical timeline features. Part of the SCARS project mapping geology against socioeconomic data.

Geology Minerals GeoJSON
US County & State Boundaries (GeoJSON) Local Data
🗺️ 3,200+ counties 📐 Simplified + full 📊 GeoJSON + CSV

County and state boundary polygons in GeoJSON format, including simplified versions for web rendering and full-resolution versions with data attributes joined.

Boundaries GeoJSON Counties
EPA Air Quality Index Locally Cached
🌫️ Daily AQI 📍 Monitoring stations 🏭 Pollutant levels

EPA Air Quality Index data with daily measurements for PM2.5, PM10, ozone, and other criteria pollutants by monitoring station.

Air Quality EPA AQI
Ocean Plastic Pollution Locally Cached
🌊 Global coverage 📊 Density estimates 🗺️ Gyres

Ocean plastic pollution density estimates with gyres mapping, microplastic concentrations, and source attribution.

Ocean Plastic Pollution
Light Pollution Atlas Locally Cached
🌃 Night sky brightness 🗺️ Global coverage ⭐ Bortle scale

Light pollution measurements showing night sky brightness levels, Bortle scale classifications, and dark sky preserve locations.

Light Pollution Astronomy Night Sky
Submarine Cable Map Locally Cached
🌊 500+ cables 📏 Routes ⚡ Capacity

Global submarine telecommunications cable routes with landing points, capacity, owners, and ready-for-service dates.

Submarine Cables Infrastructure Internet
Satellite TLE Data Locally Cached
🛰️ Active satellites 📡 TLE format 🌍 Orbital elements

Two-Line Element (TLE) data for active satellites from CelesTrak with orbital parameters and classification.

Satellites TLE CelesTrak
Endangered Languages Locally Cached
🗣️ 3,000+ languages ⚠️ Threat levels 📍 Locations

UNESCO Atlas of Endangered Languages with vitality assessments, speaker populations, and documentation status.

Languages Endangered UNESCO

Health, Housing & Veterans

13 datasets

Housing affordability, HUD PIT counts, eviction, CMS hospitals, Medicaid, hospital closures, food access, and veterans data (5 military datasets).

US Inequality Atlas Public
🗺️ 3,200+ counties 🏥 5,421 hospitals 📊 FIPS-keyed

County-level inequality data for all ~3,200 US counties, keyed on 5-digit FIPS codes. Covers food deserts, healthcare access, housing affordability, hospital infrastructure, and veteran demographics. All from Census ACS, CMS, USDA, and HRSA.

Inequality Food Deserts Healthcare Housing
US Housing Affordability Crisis Public
🏠 3,200+ counties 💰 Rent burden 📊 Income data

County-level housing affordability analysis with median rents, household incomes, cost burden percentages, and homelessness data.

Housing Affordability Rent Burden
HUD Point-in-Time Counts Locally Cached
🏚️ Homelessness counts 📊 Sheltered/unsheltered 📅 Annual surveys

HUD Point-in-Time homeless population counts by CoC (Continuum of Care) with sheltered/unsheltered breakdowns and demographics.

Homelessness HUD PIT Counts
Eviction Data Locally Cached
🏠 County-level ⚖️ Filing rates 📉 Trends

Eviction Lab data showing eviction filing rates, judgment rates, and temporal trends across US counties.

Eviction Housing Displacement
US Military Veteran Analysis Public
🎖️ County-level 👥 Age, gender 📊 5 datasets merged

Veteran demographics merged from 5 sources: population, employment, homelessness, suicide rates, and firearm ownership correlations.

Veterans Military Demographics
Veteran Population by County Locally Cached
🗺️ All US counties 📊 Age cohorts ⚧ By gender

VA and Census veteran population estimates by county with age, gender, and period-of-service breakdowns.

Veterans Population Census
Veteran Employment Statistics Locally Cached
💼 Labor force data 📉 Unemployment rates 📊 By state

Bureau of Labor Statistics veteran employment data with labor force participation, unemployment, and industry breakdowns.

Veterans Employment BLS
Veteran Homelessness Locally Cached
🏚️ PIT counts 🎖️ Veteran-specific 📊 Trends

HUD Point-in-Time counts for veteran homelessness with sheltered/unsheltered status and CoC-level data.

Veterans Homelessness HUD
Veteran Suicide Rates Locally Cached
📈 Annual rates 📊 By state ⚠️ Mental health

VA data on veteran suicide rates by state with comparisons to civilian populations and mental health service utilization.

Veterans Suicide Mental Health
CMS Hospital Database Locally Cached
🏥 6,000+ hospitals ⭐ Quality ratings 📍 Locations

Centers for Medicare & Medicaid Services hospital data with quality ratings, ownership, emergency services, and patient experience scores.

Hospitals CMS Healthcare
Medicaid Enrollment Locally Cached
📊 By state 👥 Enrollment 📅 Monthly

State-level Medicaid enrollment data with monthly trends, eligibility categories, and managed care penetration.

Medicaid Healthcare Enrollment
Healthcare Deserts Locally Cached
🗺️ County-level 🏥 Provider ratios 📏 Distance metrics

Healthcare desert identification using provider-to-population ratios, travel distances, and HRSA shortage area designations.

Healthcare Access Deserts
HRSA Shortage Areas Locally Cached
🏥 HPSA designations 📊 Shortage scores 🗺️ Geographic/population

Health Resources and Services Administration shortage area designations (HPSA) for primary care, dental, and mental health.

HRSA Shortage Areas HPSA

Language & Linguistics

8 datasets

WALS, PHOIBLE, Glottolog, ISO 639-3, World Languages, CLMET, Historical Lemma, Language Families, Brown Corpus, COCA API, Historical Corpora, Joshua Project languages, and etymology atlas.

World Languages Integrated Public
🌍 7,900+ languages 📊 ISO 639-3 👥 Speaker counts

Language database integrating ISO 639-3, Glottolog, native names, speaker populations, endangerment status, and geographic distribution.

Languages ISO 639-3 Linguistics
World Languages Endangerment (Silence) Locally Cached
📁 silence_data.json 📊 7,101 records

7,101 world languages with endangerment status on a scale from extinct to safe. Data integrates Glottolog, UNESCO Atlas of the World's Languages in Danger, and Ethnologue classifications. Powers the "Silence" data poetry visualization.

languages linguistics endangered
WALS (World Atlas of Language Structures) Locally Cached
📚 192 features 🌍 2,679 languages 📊 76K+ datapoints

Typological feature database covering phonology, morphology, syntax, and lexicon across languages worldwide.

WALS Typology Features
PHOIBLE (Phonetics Database) Locally Cached
🔊 105K+ phonemes 📝 IPA notation 🗣️ 3,000+ languages

Phoneme inventory database with IPA symbols, features (consonant/vowel/tone), and cross-linguistic phonological patterns.

Phonology PHOIBLE IPA
Glottolog Languoids Locally Cached
🌳 23,700+ entries 📍 Coordinates 🔗 Family trees

Language classification with family hierarchies, geographic coordinates, and historical relationships.

Glottolog Families Classification
ISO 639-3 Language Codes Locally Cached
🏷️ 7,900+ codes 📋 3-letter standard 🔄 ISO 639-1/2 mappings

Official ISO 639-3 three-letter language codes with mappings to ISO 639-1 (2-letter) and ISO 639-2 (bibliographic) codes.

ISO 639-3 Standards Codes
Etymology Atlas Public
📖 4.2M relationships 🌳 Cognate sets 🔗 Word forms

Etymological database from Lexibank CLDF data with cognate relationships, word forms, and language evolution patterns.

Etymology Historical Cognates
Joshua Project Global Peoples Public
🗣️ 7,134 languages 👥 16,382 people groups 🌍 238 countries

Demographic, linguistic, and religious data for 16,382 people groups worldwide from the Joshua Project API. Includes Bible translation status, evangelical percentages, and enriched Parquet files for fast analysis.

Languages Joshua Project People Groups

Nature & Earth Science

24 datasets

Meteorites, earthquakes, exoplanets, solar flares, bird migration, coral reefs, waterfalls, volcanoes, planets, moons, and aurora forecasts.

Large Meteorites (10kg+) Public
☄️ 1,000+ falls ⚖️ 10kg+ minimum 📍 Geolocated

NASA's catalog of significant meteorite falls and finds over 10kg with coordinates, mass, classification, and discovery year.

Meteorites NASA Space
USGS Significant Earthquakes Public
🌍 3,742 events 📈 Magnitude 4.5+ 📅 1900-present

Significant earthquake events from USGS with magnitude, depth, location, and impact data.

Earthquakes USGS Seismic
NASA Exoplanet Archive Locally Cached
🪐 5,000+ planets 🔭 Confirmed 📊 Orbital data

Confirmed exoplanets from NASA with orbital parameters, mass, radius, discovery method, and host star properties.

Exoplanets NASA Astronomy
Solar Flares & Space Weather Locally Cached
☀️ Major events 📈 X-class flares 📅 Recent years

NOAA space weather data including solar flares, coronal mass ejections, and geomagnetic storm forecasts.

Solar Flares NOAA Space Weather
Bird Migration Patterns Locally Cached
🐦 1M+ observations 📍 Geolocated 🗓️ Seasonal

eBird observation data showing bird species migration patterns, stopover locations, and seasonal timing across North America.

Birds Migration eBird
Coral Reef Monitoring Locally Cached
🪸 500+ sites 🌡️ Temperature 📉 Bleaching data

Global coral reef health monitoring data including bleaching events, temperature anomalies, and biodiversity assessments.

Coral Reefs Ocean Climate
Waterfalls Worldwide Public
💧 80,678 waterfalls 📏 Height data 🌍 Global

Notable waterfalls worldwide with height, flow rate, location, and accessibility information.

Waterfalls Nature Tourism
Global Volcanism Program Locally Cached
🌋 1,500+ volcanoes 💥 Eruption history 📍 Geolocated

Smithsonian Institution's database of active and potentially active volcanoes with eruption histories and hazard assessments.

Volcanoes Smithsonian Geology
Solar System Planets Locally Cached
🪐 8 planets 📊 Physical properties 🌌 Orbital data

Solar system planet data: mass, diameter, orbital period, distance from sun, and atmospheric composition.

Planets Solar System Astronomy
Natural Satellites (Moons) Locally Cached
🌕 200+ moons 🪐 Planetary systems 📏 Size & orbit data

Natural satellites in our solar system with parent planet, orbital characteristics, physical properties, and discovery information.

Moons Satellites Astronomy
NOAA Ovation Aurora Forecast Locally Cached
🌌 Aurora predictions 🧲 Geomagnetic data 📊 NOAA SWPC

NOAA Space Weather Prediction Center's Ovation aurora forecast model with predicted viewing probabilities by location and time.

Aurora Space Weather NOAA
Lighthouses Worldwide Locally Cached
🗼 14,585 records

Lighthouse locations from OpenStreetMap with height, year built, operator

lighthouses navigation osm
Caves Worldwide Locally Cached
🕳️ 69,716 records

Cave locations from OpenStreetMap with access info, tourism status, descriptions

caves geology osm
Shipwrecks Locally Cached
⚓ 5,569 records

Shipwreck locations from OpenStreetMap with year sunk, type, Wikipedia links

shipwrecks maritime osm
Megaliths Locally Cached
🗿 15,464 records

Megalithic site locations from OpenStreetMap including dolmens, menhirs, stone circles

megaliths archaeology osm
Fossils (PBDB) Locally Cached
🦴 22,043 records

Fossil occurrence records from the Paleobiology Database with taxonomic classification, age, and coordinates

fossils paleontology pbdb
Deep Sea Specimens Locally Cached
🐙 200,000 records

Deep sea organism occurrences (depth >1000m) from OBIS with full taxonomic hierarchy

deep-sea marine obis
Bioluminescence Locally Cached
💡 43,060 records

Bioluminescent organism occurrences from OBIS with taxonomic classification and coordinates

bioluminescence marine obis
Tornadoes (NOAA SPC) Locally Cached
🌪️ 70,022 records

US tornado records from NOAA Storm Prediction Center with magnitude, injuries, fatalities, path data

tornadoes weather noaa
NOAA Atmospheric Weather Alerts Locally Cached
📁 atmospheric_real.json 📊 571 records 🗓️ 2026-02-17

571 NOAA weather alert records covering 43 event types including ball lightning, waterspouts, mammatus clouds, volcanic lightning, nacreous clouds, fire whirls, derechos, and sprites. Combines current NOAA alerts with documented rare atmospheric phenomena.

weather noaa alerts storms
Carnivorous Plants (GBIF) Locally Cached
📁 carnivorous_plants_real.json 📊 610 records 🗓️ 2026-02-17

610 GBIF occurrence records for carnivorous plant species across 35 countries. Covers 123 species including Venus flytraps, sundews, pitcher plants, and bladderworts, with taxonomic classification and georeferenced coordinates.

plants nature biology carnivorous

Paranormal & Anomalous

6 datasets

Ghost sightings, UFO reports, Bigfoot encounters, cryptids, crop circles, and roller coaster data.

Strange Places v5.2 Public
📍 354,770 records 🗂️ 14 categories 🌍 Global coverage

354,770 georeferenced mysterious phenomena from NASA, NOAA, USGS, BFRO, NUFORC, OpenStreetMap, the Megalithic Portal, and the Shadowlands Haunted Places Index. Tornadoes, caves, UFOs, megaliths, meteorites, ghost towns, storms, haunted places, thermal springs, bigfoot sightings, earthquakes, shipwrecks, fireballs, and volcanoes.

Paranormal Earth Science UFO Geospatial
Ghost Sightings Database Locally Cached
👻 9,717 reports 📍 US locations 🗺️ Geolocated

Ghost sighting reports from The Shadowlands archive with location data, descriptions, and regional analysis.

Ghosts Haunted Regional
UFO Sightings Analysis Locally Cached
🛸 60k+ sightings 📊 By state, shape, year ⏱️ Time series

Detailed breakdowns of UFO sightings from NUFORC data with aggregations by state, shape classification, region, year, and cross-tabulations.

UFO Time Series Geographic
BFRO Bigfoot Sightings (Full Scrape) Locally Cached
👣 5,400+ reports 📍 US + Canada 📅 1950s–2025

Every report from the Bigfoot Field Researchers Organization, scraped county by county across all 50 US states and 7 Canadian provinces. Includes Class A/B/C classification, date, county, and description for each sighting. Phase 2 enrichment adds GPS coordinates, season, and nearest town from individual report pages.

Cryptids Bigfoot BFRO Georeferenced
Roller Coaster Database Locally Cached
🎢 5,000+ coasters 📊 Height, speed, length 🌍 Worldwide

Roller coaster specifications from RCDB including height, speed, length, inversions, manufacturer, and operating status.

Roller Coasters Theme Parks Engineering
Witch Trials Locally Cached
🔥 10,940 records

European witch trial records with year, city, country, number tried and killed

witch-trials history

Policy & Governance

6 datasets

Executive orders, tariff policies, federal workforce changes, market sector performance, and geopolitical events.

Executive Orders Database Stub
📜 225 executive orders 🏛️ Federal Register 📊 Status tracking

Executive orders issued by U.S. presidents with metadata including issue date, Federal Register number, title, status, and policy areas.

Executive Orders Policy Federal Register
Tariff Timeline Stub
📊 13.5% avg rate 💵 Tax Foundation/Treasury 🌍 Trade policy

Historical and current tariff rates by product category, country, and time period. Includes weighted average rates and trade impact analysis.

Tariffs Trade Policy
DOGE Workforce Cuts Stub
👥 317K personnel cuts 🏛️ OPM/AllSides 📊 By agency

Department of Government Efficiency proposed workforce reductions by federal agency, with personnel counts and policy rationale.

Federal Workforce DOGE Personnel
Market Sector Performance Stub
📈 12 sectors 💹 S&P/Goldman Sachs 📊 Performance tracking

Economic sector performance indices tracking technology, finance, healthcare, energy, and other major market sectors over time.

Markets Sectors Economics
Geopolitical Actions Timeline Stub
🌍 Military/diplomatic events 🔍 Crisis Group sources 📅 Timeline data

Timeline of significant geopolitical events including military actions, diplomatic incidents, and international policy changes.

Geopolitics Diplomacy International
Global Sentiment Survey (Pew Research) Locally Cached
📁 global_sentiment.json 📊 15 countries 📅 2020–2025

US favorability ratings and presidential confidence across 15 countries from the Pew Research Center Global Attitudes Survey (2020-2025). Tracks international perception of the United States over the Trump and Biden administrations.

politics global sentiment pew