Wolfram Research

Fireballs and Bolides

Data on several of the brightest fireballs and bolides that were detected from 2009-2015 by U.S. Government sensors

Space Shuttle 3D Model

3D test model of a space shuttle

Near-Earth Comets

J2000 heliocentric ecliptic orbital elements of 160 Near-Earth Comets

Spacecraft Materials Outgassing Data

Data was obtained at the Goddard Space Flight Center (GSFC), utilizing equipment developed at Stanford Research Institute (SRI) under contract to the Jet Propulsion Laboratory (JPL).

Coauthorships in Network Science Network

Weighted network of coauthorships between scientists working on network science

National Science Foundation Grants - 2015

Data on National Science Foundation grants and associated investigators and institutions awarded in the year 2015

Full Text of A New Kind of Science

The full text of Stephen Wolfram’s A New Kind of Science

Cover Image from A New Kind of Science

The cellular automaton evolution shown on the cover of Stephen Wolfram’s A New Kind of Science

People Mentioned in Stephen Wolfram’s “A New Kind of Science”

Listing of all people mentioned in historical and other notes in “A New Kind of Science”

Meteorite Landings

This comprehensive data set from The Meteoritical Society contains information on all of the known meteorite landings.

Tweets by @WolframResearch (Datasets for Multiparadigm Data Science Course)

These datasets are used in the example demonstrated in the "Build a Project Workflow" section of the "Multiparadigm Data Science" interactive course on Wolfram U

Entity Store of People Mentioned in Stephen Wolfram's A New Kind of Science

An entity store of all people mentioned in historical and other notes in “A New Kind of Science”

Arecibo Telescope 1974 Transmitted SETI Message

A sequence intended for communication with extraterrestrial intelligence, transmitted in 1974 from the Arecibo radio telescope

Kepler-11 Light Curve Data

Light curve data for planetary system Kepler-11

Viking Lander 3D Model

3D test model of a Viking lunar lander

Tweets by @WolframResearch

Data used in the Wolfram U interactive course “Multiparadigm Data Science”

Theorem Network from Euclid's Elements

Graph of interdependence of theorems from Euclid's Elements

Repetition Periods for Elementary Cellular Automata

A collection of rules and their repetition periods as a function of size

Sample Data: Scottish Hill Races

Record times in Scottish hill races

UFO Sightings 2015

Dataset of UFO sightings in the United States in 2015

Worldwide Complexity Institutes

Dataset of known complexity institutes worldwide

Books in Stephen Wolfram's Library

Books in Stephen Wolfram’s library that were used during the creation of A New Kind of Science (Wolfram, 2002).

Entity Store of Books in Stephen Wolfram's Library

An entity store of books in Stephen Wolfram’s library that were used during in the creation of A New Kind of Science (Wolfram, 2002).

Little Fuzzy

Plaintext for H. Beam Piper's "Little Fuzzy"

US Hurricane Losses

U.S. losses due to hurricanes in millions of U.S. Dollars

Minimal Inequivalent Square Tilings

A dataset of images and constraints for the minimal inequivalent square tilings, along with the allowed tiles that generate the tiling

Thuvia, Maid of Mars

Plaintext for Edgar Rice Burroughs' "Thuvia, Maid of Mars"

Dr. Jekyll and Mr. Hyde

Plaintext for Robert Louis Stevenson's "Dr. Jekyll and Mr. Hyde"

Twenty Thousand Leagues Under the Seas

Plaintext for Jules Verne's "Twenty Thousand Leagues Under the Sea"

Sample Image: Red Cherry Tomatoes

Sample Image in the CIE LAB Colorspace

A Voyage to Arcturus

Plaintext for David Lindsay's "A Voyage to Arcturus"

The Invisible Man

Plaintext for H. G. Wells' "The Invisible Man"

The Time Machine

Plaintext for H. G. Wells' "The Time Machine"

Master of the World

Plaintext for Jules Verne's "Master of the World"

Anthem

Plaintext for Ayn Rand's "Anthem"

Persistent Structures in the Code 357 Cellular Automaton

A collection of the persistent structures in the k=3, r=1 totalistic code 357 cellular automaton

Block Simulation Network of Elementary Cellular Automata

A network showing how one elementary cellular automaton can emulate another if its states contain only particular blocks

Persistent Structures in the Code 20 Cellular Automaton

The known persistent structures in the k=2, r=2 totalistic code 20 cellular automaton

Persistent Structures in the Code 1329 Cellular Automaton

A collection of the persistent structures in the k=3, r=1 totalistic code 1329 cellular automaton

Beyond Lies the Wub

Plaintext for Philip K. Dick's "Beyond Lies the Wub"

Sample Data: Scientific Discoveries

Number of great scientific discoveries of each year

Orbits of a Planet in a Binary Star System

A collection of orbits for an idealized planet in a binary star system

Global Landslide Catalog

The Global Landslide Catalog considers all types of mass movements triggered by rainfall, which have been reported in the media, disaster databases, scientific reports, or other sources.

Sample Data: Buffalo Snow

Snow accumulations in Buffalo

Sample Data: Ozone Concentrations

Daily maximum ozone concentrations at Stamford, Connecticut and Yonkers, New York, during the period May 1, 1974 to September 30, 1974, recorded in parts per billion (ppb).

Sample Data: Rainfall Seeding

Rainfall in acre-feet from 52 clouds, of which 26 were chosen randomly and seeded with silver oxide.

Stack Overflow Survey 2016

Results from Stack Overflow's 2016 Developer Survey

Sample Data: US City Temperature

Average monthly temperatures in degrees Fahrenheit, from January 1964 to December 1973 in 3 different US cities

Persistent Structures in Rule 110

The known families of persistent structures in the Rule 110 elementary cellular automaton

Three-Color Cellular Automaton Rules that Double Their Input

A list of rules for k=3 cellular automata that eventually double a block of gray input cells

A Million Bits of the Center Column of the Rule 30 Cellular Automaton

The center column of the rule 30 cellular automaton over a million steps of evolution

Solutions to Examples of Post’s Correspondence Problem

A dataset of instances and solutions (if they exist) for Post’s correspondence problem

On the Origin of Species

On the Origin of Species By Means of Natural Selection, or, the Preservation of Favoured Races in the Struggle for Life, by Charles Darwin

Data for Maymin & Langer (2021) "Cognitive Biases and Mindfulness"

Survey data generated and analysed in the article "Cognitive Biases and Mindfulness" by Philip Z. Maymin and Ellen J. Langer in the Nature journal Humanities and Social Sciences Communications

Timeline of Systematic Data & Computable Knowledge

Dataset of nearly 200 notable events in the history of computable knowledge

Australian Rules Football - 2018 Final Team Rankings

This dataset consists of the final team standing within the Australian Rules Football league for the 2018 season

Solid Waste Landfill Facilities

Oak Ridge National Laboratory is the largest US Department of Energy science and energy laboratory, conducting basic and applied research to deliver transformative solutions to compelling problems in energy and security.

Wind Speed Measurements

Average daily wind speed at 12 meteorological stations in the Republic of Ireland 1961-1978

Irish-Viking Networks in 'Cogadh Gaedhel re Gallaibh'

Graph datasets for Irish and Viking character relationships in the medieval Irish text 'Cogadh Gaedhel re Gallaibh' ('The War of the Gaedhil with the Gaill')

Sample Data: Longleaf Pines

Locations of longleaf pine trees annotated with diameter at breast height (in centimeters) marks

Sample Data: Swedish Pines

Locations of pine tress

Sample Data: Waterstriders 2

Locations of waterstrider larvae

Sample Data: Waterstriders 3

Locations of waterstrider larvae

Sample Data: Waterstriders 1

Locations of waterstrider larvae

Sample Data: Pacific Walrus Haulouts

Congregations of Pacific walruses off the coast of U.S. and Russia, 1852-2016

Orbital Variations and Insolation Database

Dataset of insolation values at different latitudes from 5000000 cal yr BP (-4998050 CE) to 0 cal yr BP (1950 CE)

The 2016 Atomic Mass Evaluation (AME2016)

Atomic mass list for analysis which contains the elements, mass excess, binding energy, beta-decay energy, atomic mass and more

Power Density in Biological and Astronomical Systems

Power density in various systems in the universe for a comparison of their thermodynamics efficiency

Actinobacillus Actinomycetemcomitans Metabolic Network

Metabolic cellular network data

Disease Gene Network

A network of disease genes linked by known disorder-gene associations

Darwin's Plant Experiments

Curated data from Darwin's plant experiments and related text

Synechocystis Sp Whole Network

Whole cellular network data

Mycoplasma Pneumoniae Metabolic Network

Metabolic cellular network data

Nematode Pharynx Graph

Connectome of anterior section of hermaphrodite Caenorhabditis elegans pharynx

Arabidopsis Thaliana Whole Network

Whole cellular network data

Chlamydia Pneumoniae Whole Network

Whole cellular network data

Streptococcus Pyogenes Metabolic Network

Metabolic cellular network data

High Energy Theory Collaborations Network

Weighted network of collaborations between scientists posting preprints

Mycobacterium Leprae Metabolic Network

Metabolic cellular network data

Sample Data: Ponderosa Pine Trees

Locations of Ponderosa Pine trees without annotations

Clostridium Acetobutylicum Whole Network

Whole cellular network data

Porphyromonas Gingivalis Metabolic Network

Metabolic cellular network data

Caenorhabditis Elegans Metabolic Network

Metabolic cellular network data

Salmonella Typhi Whole Network

Whole cellular network data

Saccharomyces Cerevisiae Metabolic Network

Metabolic cellular network data

Porphyromonas Gingivalis Whole Network

Whole cellular network data

Emericella Nidulans Metabolic Network

Metabolic cellular network data

Oryza Sativa Whole Network

Whole cellular network data

Enterococcus Faecalis Whole Network

Whole cellular network data

Sample Data: Osteocyte Lacunae 10

Locations of osteocyte (a star-shaped type of a mature bone cell) lacunae (pit) observed in a rectangular volume of solid bone

Treponema Pallidum Metabolic Network

Metabolic cellular network data

Methanobacterium Thermoautotrophicum Metabolic Network

Metabolic cellular network data

Chlamydia Trachomatis Whole Network

Whole cellular network data

Rhodobacter Capsulatus Whole Network

Whole cellular network data

Archaeoglobus Fulgidus Whole Network

Whole cellular network data

Protein Interaction network

Protein interaction network

Amniote Life History EntityStore

EntityStore of life history data for birds, mammals, and reptiles

Helicobacter Pylori Whole Network

Whole cellular network data

Transcriptional Regulation Network of Escherichia coli

Dataset of the transcriptional regulation network of Escherichia coli

Mycobacterium Tuberculosis Whole Network

Whole cellular network data

Neisseria Gonorrhoeae Metabolic Network

Metabolic cellular network data

Sample Data: Sea Anemones

Locations of sea anemones (marine predatory animals, often quite colourful ), annotated with diameter marks

Rickettsia Prowazekii Metabolic Network

Metabolic cellular network data

Salmonella Typhi Metabolic Network

Metabolic cellular network data

Ant Nests

Locations of ant nests with marks denoting two types of species

Aquifex Aeolicus Metabolic Network

Metabolic cellular network data

Sample Data: Amacrine Cells

Locations of amacrine cells (inhibitory interneurons in the retina) annotated with on/off marks

Pyrococcus Horikoshii Metabolic Network

Metabolic cellular network data

GMM-3 Mars Gravity Map

Goddard Mars Model 3 map of the gravity field of Mars

Pyrococcus Horikoshii Whole Network

Whole cellular network data

Thermotoga Maritima Whole Network

Whole cellular network data

Sample Data: Sporophores

Locations of sporophores (the spore-bearing structure of a fungus) around a tree, annotated with three fungi species marks

Thermotoga Maritima Metabolic Network

Metabolic cellular network data

Pyrococcus Furiosus Metabolic Network

Metabolic cellular network data

Enterococcus Faecalis Metabolic Network

Metabolic cellular network data

Yersinia Pestis Metabolic Network

Metabolic cellular network data

Rat Brain Graph 1

Rattus norvegicus brain network graph

Neisseria Meningitidis Whole Network

Whole cellular network data

Bacillus Subtilis Metabolic Network

Metabolic cellular network data

Aeropyrum Pernix Whole Network

Whole cellular network data

Condensed Matter Collaborations 2005 Network

Updated weighted network of collaborations between scientists posting preprints

Sample Data: Osteocyte Lacunae 03

Locations of osteocyte (a star-shaped type of a mature bone cell) lacunae (pit) observed in a rectangular volume of solid bone

Actinobacillus Actinomycetemcomitans Whole Network

Whole cellular network data

Treponema Pallidum Whole Network

Whole cellular network data

Chlamydia Pneumoniae Metabolic Network

Metabolic cellular network data

Pseudomonas Aeruginosa Metabolic Network

Metabolic cellular network data

Chlorobium Tepidum Metabolic Network

Metabolic cellular network data

Sample Data: Paracou Kimboto Trees

Locations of Kimboto trees at Paracou in French Guiana, annotated with adult / juvenile marks

Mycobacterium Tuberculosis Metabolic Network

Metabolic cellular network data

Sample Data: Waka Trees

Locations of trees recorded at Waka National Park, Gabon, annotated with diameter (in centimeters) marks

Saccharomyces Cerevisiae Whole Network

Whole cellular network data

Pyrococcus Furiosus Whole Network

Whole cellular network data

Amniote Life History Database

Life-history database for a wide variety of amniotes

Mammals in MZNA-VERT

Data on small mammals obtained from the analysis of barn owl pellets

Haemophilus Influenzae Whole Network

Whole cellular network data

Sample Data: Synaptic Vesicles

Locations of synaptic vesicles (parts of a neuron which store various neurotransmitters) in rat brain tissue

Sample Data: Osteocyte Lacunae 06

Locations of osteocyte (a star-shaped type of a mature bone cell) lacunae (pit) observed in a rectangular volume of solid bone

Sample Data: NZ Trees

Locations of New Zealand trees without annotations

Bacillus Subtilis Whole Network

Whole cellular network data

Cell Ontology Network

Network of ontology for cell types

Pseudomonas Aeruginosa Whole Network

Whole cellular network data

Streptococcus Pyogenes Whole Network

Whole cellular network data

Clostridium Acetobutylicum Metabolic Network

Metabolic cellular network data

High Energy Physics Theory Network

A collaboration and citation network on physics theory

Sample Data: Meuse River

Locations of soil samples along the Dutch bank of the Meuse river north of Maastricht, annotated with marks including elevation (in meters), distance to river (in meters), flooding frequency, cadmium, copper, lead, an...

Methanobacterium Thermoautotrophicum Whole Network

Whole cellular network data

Neisseria Meningitidis Metabolic Network

Metabolic cellular network data

Paleoclimate Data Records Derived from the Vostok Ice Core

Datasets of CO2 concentration and temperature historical records derived from the air and isotopes trapped in the ice core

Sample Data: Spruce Trees

Locations of spruce trees annotated with diameter marks

Rhesus Cerebral Cortex Graph 1

Connectome of rhesus macaque cerebral cortex

US Coal Fields

This dataset represents coal fields in Alaska and the conterminous United States.

Deinococcus Radiodurans Whole Network

Whole cellular network data

Sample Data: Urkiola Woods

Locations of birch and oak trees in a secondary wood in Urkiola Natural Park (Spain) annotated with birch / oak marks

Sample Data: US Ozone 2021

Total ozone over US measured on 5 Aug 2021

Campylobacter Jejuni Whole Network

Whole cellular network data

Sample Data: Ozarks Karst

Locations of springs and sinkholes in the Ozark Plateaus Physiographic Province (Ozarks) in Arkansas

Mycobacterium Bovis Metabolic Network

Metabolic cellular network data

Campylobacter Jejuni Metabolic Network

Metabolic cellular network data

Sample Data: Swiss Rainfall

Sample locations of Swiss rainfall annotated with rainfall marks (in mm)

Chlamydia Trachomatis Metabolic Network

Metabolic cellular network data

Streptococcus Pneumoniae Whole Network

Whole cellular network data

Human Disease Network

A network of human diseases linked by known disorder-gene associations

Escherichia Coli Whole Network

Whole cellular network data

Borrelia Burgdorferi Whole Network

Whole cellular network data

Sample Data: Osteocyte Lacunae 09

Locations of osteocyte (a star-shaped type of a mature bone cell) lacunae (pit) observed in a rectangular volume of solid bone

Archaeoglobus Fulgidus Metabolic Network

Metabolic cellular network data

Borrelia Burgdorferi Metabolic Network

Metabolic cellular network data

Deinococcus Radiodurans Metabolic Network

Metabolic cellular network data

Streptococcus Pneumoniae Metabolic Network

Metabolic cellular network data

Oryza Sativa Metabolic Network

Metabolic cellular network data

Synechocystis Sp Metabolic Network

Metabolic cellular network data

Methanococcus Jannaschii Metabolic Network

Metabolic cellular network data

Mycoplasma Genitalium Whole Network

Whole cellular network data

Sample Data: Osteocyte Lacunae 02

Locations of osteocyte (a star-shaped type of a mature bone cell) lacunae (pit) observed in a rectangular volume of solid bone

Neisseria Gonorrhoeae Whole Network

Whole cellular network data

Yersinia Pestis Whole Network

Whole cellular network data

Sample Data: US Earthquakes

Earthquakes in the U.S. from July 28th, 1789 to March 24th, 2010

C-BARQ Survey

The C-BARQ (or Canine Behavioral Assessment and Research Questionnaire) is designed to provide dog owners and professionals with standardized evaluations of canine temperament and behavior

Condensed Matter Collaborations 1999 Network

Weighted network of collaborations between scientists posting preprints

Chlorobium Tepidum Whole Network

Whole cellular network data

Caenorhabditis Elegans Whole Network

Whole cellular network data

Methanococcus Jannaschii Whole Network

Whole cellular network data

Rhodobacter Capsulatus Metabolic Network

Metabolic cellular network data

High Energy Physics Phenomenology Network

A collaboration and citation network on physics phenomenology

Condensed Matter Collaborations 2003 Network

Updated weighted network of collaborations between scientists posting preprints

Helicobacter Pylori Metabolic Network

Metabolic cellular network data

Sample Video: Wild Ducks in the Park

Video of several ducks moving around and eating bread tossed from off-camera

Sample Video: Freezing Bubble

Video of a soap bubble freezing

Budding Yeast Network

Protein-protein interaction network in budding yeast

Escherichia Coli Metabolic Network

Metabolic cellular network data

Haemophilus Influenzae Metabolic Network

Metabolic cellular network data

Mycobacterium Leprae Whole Network

Whole cellular network data

Arabidopsis Thaliana Metabolic Network

Metabolic cellular network data

Sample Data: World Volcanos

Locations of volcanos in the world

Emericella Nidulans Whole Network

Whole cellular network data

Sample Data: Redwood Saplings

Locations of redwood saplings (young slender trees), annotated with binary indicator

Mycoplasma Genitalium Metabolic Network

Metabolic cellular network data

Mycobacterium Bovis Whole Network

Whole cellular network data

Aeropyrum Pernix Metabolic Network

Metabolic cellular network data

Mycoplasma Pneumoniae Whole Network

Whole cellular network data

NASA GISTEMP Global Means dTs

Global-mean monthly, seasonal, and annual temperatures from dTs since 1880.

NASA GISTEMP Global Means

Global-mean monthly, seasonal, and annual temperatures since 1880.

MycoDB

Data on plant response to mycorrhizal fungi

Bortle scale

Numeric scale that measures the night sky's brightness

VEHICLe

virtual exploratory heterocyclic library

Sample Data: Yellowstone Geothermal Features

Locations of some geothermal features and geysers in the Yellowstone National Park

Coastline Fractal Dimensions

Fractal dimensions of coastlines of all countries, dependencies, and territories

Sample Data: Chicken Weight

Biometrika is primarily a journal of statistics in which emphasis is placed on papers containing original theoretical contributions of direct or potential value in applications.

Sample Data: Beaver Body Temperatures

Body temperature series for a female beaver

Pitt Quantum Repository

The Pitt Quantum Repository is a database and website of molecular quantum calculations, including visualization

Sample Data: Earthquake Waiting Times

The time in days between serious (magnitude at least 7.5 or over 1000 fatalities) earthquakes worldwide, from 12/16/1902 to 3/4/1977

Sample Data: Mercury Vapor Pressure

Relation of mercury vapor pressure vs temperature.

Sample Data: Gilgai Soil

Line transect of soil in Gilgai territory.

D'Arcy Thompson Zoology Museum 3D Anatomical Models

Models from the museum at the University of Dundee, Scotland

Sample Data: Crab Measures

Five morphological measurements of two varieties of both sexes of crab species Leptograpsus variegatus from Fremantle, W. Australia.

Dust Frequency by WMO Station

Average annual and monthly number of days with dusty weather for Iran, Jordan, and Saudi Arabia

Thunder Frequency by WMO Station

Average annual and monthly number of days with thunder

Top Oil Fields 2001

Top producing oil fields in 2001

Overcast Frequency by WMO Station

Average annual and monthly number of days without sunshine

Rain Frequency by WMO Station

Average annual and monthly number of days with rain for 28 nations

Sample Data: Animal Weights

Brain and body weights for 28 animal species

Snowfall Frequency by WMO Station

Average annual and monthly number of days with snowfall for 9 nations

Sample Data: Abalone Measurements

Predict the age of abalone from physical measurements

Sample Data: Gene Sequences

Splice-junction Gene Sequences for Primate DNA

Sample Data: Leukaemia NW England

Locations of leukaemia in N.W. England from 1982 to 1998 (inclusive), annotated with age, gender, deprivation index (higher values indicating less affluence), and subject type (case or control) marks

Sample Video: Cardiomyocytes Contraction

Video of cardiomyocytes contracting repeatedly for several seconds

Sea Level and Temperatures Over the Last 40 Million Years

Dataset of eustatic sea level and temperatures over the last 40 million years

Sample Data: Scallop Abundance

Locations of scallop samples in the Atlantic Ocean, annotated with marks including the total number of scallops caught, the number of pre-recruit scallops, and the number of recruit scallops

Genetic Sequences for the SARS-CoV-2 Coronavirus

Nucleotide sequences of the SARS-CoV-2 virus (the virus associated with the COVID-19 disease, formerly known as 2019-nCoV) including location, collection time and similar supporting data

Sample Data: Fisher's Irises

Fisher's iris data

Protein Sequences for the SARS-CoV-2 Coronavirus

Protein sequences of the SARS-CoV-2 virus (the virus associated with the COVID-19 disease, formerly known as 2019-nCoV) including location, collection time and similar supporting data

CDC Primers for SARS-CoV-2 Research

Primers provided by the US Centers for Disease Control and Prevention (CDC) for identifying SARS-CoV-2 for research purposes, including the names, sequences, working concentration, and related information

Clinical Concepts from Massive Sources of Medical Data

A dataset of medical concepts

Global Immunization Coverage

Immunization coverage by country for 1980—2018

Total Wildland Fires and Acres (1926-2019)

Annual wildland fire statistics for federal and state agencies

Proof of Wolfram's Axiom for Boolean Algebra

Steps in an automated proof of the correctness of Wolfram’s Axiom

Epidemic Data for Novel Coronavirus COVID-19

Estimated cases of novel coronavirus (COVID-19, formerly known as 2019-nCoV) infection by country or region (This data was imported and made computable on September 7, 2021)

Languoid EntityStore

Entity store with information about languages, dialects and families of the world (‘languoids’) and their genealogical classification

Prussian Horse Kick Data

Number of soldiers in the Prussian cavalry killed by horse kicks

Online Social Network

Social network of an online community

Sample Data: Satellite

Classify the type of land surface of a scene photographed by the Landsat MSS satellite given four digital images of the scene taken in different spectral bands

Sample Data: Wheat Yield

Locations of wheat yield uniformly sampled on a 25x20 lattice annotated with yield marks

1918 'Spanish Flu' Pandemic In Chicago

Point location of influenza and pneumatic deaths and weekly mortality data recorded during 1918 'Spanish flu' pandemic correlated to 1920 census data for Chicago

Gridded World Population Density

UN-adjusted gridded world population density for the years 2000, 2005, 2010, and 2015

Sample Data: UCI Letter

Letter recognition dataset