This section defines what form the raw evidence takes before any analysis is applied. Data types specify the structural shape of observations—whether they come as numbers over time, values across space, spectral intensities, images, counts, categorical tables, or symbolic records. In the template, this row establishes the fundamental “format of reality” each field works with, clarifying how its observations first enter the scientific process and what kinds of structures downstream methods must accommodate.
Science Analysis Template
Below are the results of cycles 1 & 2 of The Science Project
This row answers a simple question: what form does raw evidence actually take?
Across all disciplines, the huge list collapses cleanly into a small set of universal data shapes.
- Time series
Numbers indexed by time: voltages, pressures, seismic traces, metabolic rates, hormone pulses, growth curves, GDP or protest logs. Nearly every field depends on these for dynamic processes. - Spectra and distributions
Values indexed by frequency, energy, mass, or category: optical/IR/Raman/NMR/MS/X-ray spectra, turbulence spectra, histograms, probability distributions, metabolomics peaks, income or response distributions. - Images, volumes, and spatial fields
Values indexed by space: optical and EM micrographs, cryo-EM volumes, CT/MRI voxels, field maps, radar/lidar volumes, seismic sections, satellite images, GIS layers, spatial ecological maps. - Tables, counts, and matrices
Structured numeric or categorical records: event counts, allele counts, fossil tallies, abundance matrices, covariance matrices, adjacency matrices, national accounts tables, item-response matrices, trait-by-species tables. - Curves and derived plots
Compressed summaries of underlying data: stress–strain curves, hysteresis loops, IV curves, dose–response curves, Arrhenius/Eyring plots, diversity curves, survival curves, calibration curves. - Symbolic or structural data
Non-numeric but formalized structures: proofs, derivations, polynomial representations, group tables, program traces, syntax trees, transcripts, coded narrative sequences, legal or ritual texts.
In short, despite the enormous breadth of the row, every field ultimately works with some blend of these same fundamental data types.
| Element | ||||
|---|---|---|---|---|
| Scope Category | 2.5 Data Character & Format | |||
| Sub-Item | Data Types | |||
| Science Name Link | Branch Name Link | Field Name Link | Definition | The form raw evidence takes (time series, spectra, images, counts, qualitative records). |
| Natural Sciences | Physics | Classical Physics | Classical Mechanics | Numerical time series (position vs time), velocity/acceleration tables, force readings, energy calculations, trajectory plots, observational logs from astronomical tracking. |
| Natural Sciences | Physics | Classical Physics | Classical Electromagnetism | Waveforms, frequency spectra, field maps, voltage/current time series, polarization states, intensity distributions, phase data, scattering measurements, and imaging outputs from EM detectors. |
| Natural Sciences | Physics | Classical Physics | Classical Thermodynamics | Tables or time series of temperature, pressure, volume, heat input/output, calorimetric readings, PV diagrams, TS diagrams, phase diagrams, and tabulated thermodynamic properties. |
| Natural Sciences | Physics | Classical Physics | Statistical Mechanics (Classical) | Probability distributions, histograms of energies or velocities, correlation functions, thermodynamic curves (E(T), P(V)), fluctuation data, variance and covariance matrices, and phase diagrams. |
| Natural Sciences | Physics | Classical Physics | Optics (Classical Wave Theory) | Optical images, fringe patterns, intensity profiles, spectral graphs, polarization maps, interferometric phase maps, beam width measurements, and time-resolved optical traces. |
| Natural Sciences | Physics | Classical Physics | Acoustics | Time-series pressure signals, spectrograms, frequency spectra, impulse responses, room acoustic parameters (RT60), mode shapes, transfer functions, and spatial sound-field maps. |
| Natural Sciences | Physics | Classical Physics | Continuum Mechanics | Data formats including displacement time series, stress–strain curves, velocity field maps, pressure distributions, flow profiles, high-speed video, rheological curves, and tensor-field datasets representing stress or strain. |
| Natural Sciences | Physics | Classical Physics | Classical Field Theory | Time-series field data, field maps, potential distributions, energy-density plots, force-vs-position curves, wave propagation data, and grid-based numerical field datasets. |
| Natural Sciences | Physics | Classical Physics | Pre-Relativistic Frameworks | Tables of times and distances, mechanical trajectories, wave speeds, oscillation periods, pressure readings, thermometric data, flickering galvanometer deflections, interference patterns, and hand-recorded measurement logs. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Quantum Mechanics | Probability distributions, histograms of outcomes, spectral graphs, interference fringe images, decoherence curves, tunneling current traces, spin-up/spin-down count lists, and time-series of quantum state populations. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Relativistic Quantum Mechanics | Collision event logs, track images, energy spectra, spin polarization curves, decay-time distributions, relativistic momentum measurements, and tabulated cross-sections or probability amplitudes. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Special Relativity | Time-series timing data, Doppler spectra, particle-track logs, interferometric phase data, GPS timing data, and velocity-profile measurements. |
| Natural Sciences | Physics | Modern & Fundamental Physics | General Relativity | Gravitational-wave strain curves, timing residuals, redshift measurements, orbital path data, interferometric visibility maps, radio pulse arrival times, and high-resolution telescope images. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Quantum Field Theory (QFT) | Event logs, collision images, energy spectra, momentum distributions, decay curves, detector-hit patterns, cross-section tables, and reconstructed particle tracks. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Particle Physics (High-Energy Physics) | Event logs, reconstructed particle tracks, calorimeter energy maps, invariant mass spectra, decay-time histograms, detector hit patterns, cross-section tables, and missing-energy distributions. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Nuclear Physics | Radiation-count logs, energy spectra, decay-time histograms, reaction-yield tables, neutron-count profiles, cross-section measurements, and gamma-ray peak analyses. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Quantum Statistical Physics | Density images, momentum-distribution curves, excitation spectra, heat-capacity measurements, quasiparticle spectral data, time-of-flight profiles, and correlation maps. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Quantum Optics | Photon arrival-time logs, interference images, squeezing spectra, atomic population curves, correlation functions, cavity transmission curves, and reconstructed quantum-state data. |
| Natural Sciences | Physics | Modern & Fundamental Physics | Quantum Information Science | Quantum-circuit output logs, state-tomography datasets, fidelity curves, coherence-time plots, correlation matrices, photon-count histograms, error-syndrome tables, and key-distribution statistics. |
| Natural Sciences | Physics | Theoretical & Mathematical Physics | Symmetry & Group Theory | Spectral lines, degeneracy tables, representation labels, transition-rate tables, conservation-law measurements, scattering data, transformation-response logs, and classification charts based on symmetry behavior. |
| Natural Sciences | Physics | Theoretical & Mathematical Physics | Gauge Theory | Raw evidence appears as time series signals, detector hits, energy deposit maps, event records, particle tracks, and aggregated collision data sets. |
| Natural Sciences | Physics | Theoretical & Mathematical Physics | String Theory | Includes particle event records, cosmological temperature maps, gravitational wave time series, astrophysical spectra, and numerical outputs from theoretical simulations. |
| Natural Sciences | Physics | Theoretical & Mathematical Physics | Differential Geometry in Physics | Raw evidence appears as trajectory records, timing data, field measurements, curvature-sensitive signals, displacement records, and imaging maps that encode geometric information. |
| Natural Sciences | Physics | Theoretical & Mathematical Physics | Statistical Field Theory | Data appears as time series, spatial maps, stochastic trajectories, images of fluctuating fields, histograms of values, and ensemble-averaged quantities. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Mathematical Foundations of Quantum Mechanics | Data appears as probability distributions, outcome counts, time-series records, interference images, and reconstructed density matrices. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | General Mathematical Physics | Data appears as time series, spatial maps, spectra, images, numerical tables, simulation outputs, and processed fields derived from mathematical transformations. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Solid-State Physics | Data appears as conductivity curves, spectral lines, diffraction patterns, time-series signals, microscopic images, temperature-dependent scans, and tabulated transport values. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Semiconductor Physics | Data appears as IV curves, CV curves, spectra, decay traces, microscopic images, carrier density tables, and temperature-dependent transport plots. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Magnetism & Spin Physics | Data appears as hysteresis loops, magnetization vs temperature curves, resonance spectra, time-resolved relaxation curves, spin wave dispersion maps, and images of domain patterns. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Superconductivity | Data appears as resistivity curves, magnetization curves, field-dependent critical behavior, microwave absorption spectra, scanning images of vortex patterns, and time-dependent current decay signals. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Soft Matter Physics | Data appears as flow curves, stress-strain curves, scattering spectra, microstructure images, relaxation curves, droplet trajectories, and time-series signals. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Nanomaterials & Nanostructures | Data appears as microscopic images, diffraction patterns, optical spectra, emission curves, current-voltage plots, adsorption isotherms, and size distribution histograms. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Strongly Correlated Electron Systems | Data appears as transport curves, spectral lines, susceptibility plots, scattering patterns, quantum oscillation traces, heat capacity curves, and imaging maps of magnetic or charge order. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Topological Matter | Data appears as conductance curves, Hall response curves, spectral maps, surface state images, scattering peaks, and band structure reconstructions. |
| Natural Sciences | Physics | Condensed Matter & Materials Physics | Materials Science (Physical Perspective) | Data appears as stress strain curves, diffraction patterns, microstructure images, calorimetry curves, conductivity traces, magnetization curves, and thermal expansion profiles. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Stellar Astrophysics | Data appears as spectra, photometric light curves, radial velocity curves, interferometric visibilities, neutrino counts, and images across different wavelengths. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Galactic Astrophysics | Data appears as spectra, intensity maps, rotation curves, star formation maps, radio flux distributions, dust extinction maps, photometric catalogs, and velocity fields. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Extragalactic Astrophysics | Data appears as spectra, redshift catalogs, luminosity distributions, cluster temperature maps, radio or X ray images, weak lensing shear maps, large scale structure catalogs, and absorption line surveys. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Cosmology | Data appears as full sky maps, power spectra, redshift catalogs, photometric catalogs, supernova light curves, lensing shear maps, clustering statistics, and primordial abundance measurements. |
| Natural Sciences | Physics | Astrophysics & Cosmology | High-Energy Astrophysics | Data appears as spectra, light curves, pulse profiles, burst catalogs, photon event lists, jet images, neutrino arrival times, and high energy sky maps. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Gravitational Astrophysics | Data appears as light curves, radial velocity curves, spectra, direct images, phase curves, temperature maps, transit timing variations, and orbital catalogs. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Planetary Science & Exoplanets | Data appears as transit light curves, radial velocity time series, spectra, direct images, temperature maps, orbital catalogs, phase curves, and atmospheric retrieval outputs. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Astrochemistry & Interstellar Medium Physics | Data appears as spectra, integrated intensity maps, channel maps, dust emission maps, extinction curves, chemical abundance tables, velocity distributions, and multi wavelength composite maps. |
| Natural Sciences | Physics | Astrophysics & Cosmology | Astrobiology | Data appears as spectra, light curves, atmospheric retrieval outputs, isotopic ratio tables, chromatograms, mass spectra, mineralogical maps, and environmental parameter time series. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Fluid Dynamics | Data appears as time series of pressure or velocity, velocity vector fields, vortex structure maps, flow visualization images, energy spectra, turbulence statistics, and temperature distribution maps. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Hydrodynamics (Ideal Fluids) | Data appears as magnetic field time series, velocity fields, plasma density maps, wave spectra, current sheet images, shock profiles, turbulence power spectra, and emission line diagnostics. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Magnetohydrodynamics (MHD) | Data appears as magnetic field time series, plasma velocity maps, density profiles, shock structure maps, wave spectra, current sheet images, turbulence spectra, and emission line diagnostics. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Plasma Physics (General) | Data appears as time series for fields or density, spectra, velocity distribution functions, turbulence power spectra, imaging of plasma structures, interferometric maps, and probe I-V curves. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Space & Astrophysical Plasmas | Data appears as field time series, particle distribution functions, spectra of radiation, shock profiles, turbulence spectra, flow velocity maps, current sheet maps, and multi wavelength images of plasma structures. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Fusion Plasma Physics | Data appears as temperature profiles, density profiles, magnetic fluctuation time series, neutron output traces, radiation spectra, fast camera frames, mode structure maps, and emissivity reconstructions. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Computational Fluid & Plasma Physics | Data appears as field arrays, particle lists, time series, spectra, correlation functions, error fields, mesh data, solver logs, and derived diagnostic products such as vorticity or current density. |
| Natural Sciences | Physics | Plasma & Fluid Physics | Non-Newtonian & Complex Fluids | Data appears as stress–strain curves, viscosity vs shear rate curves, relaxation or creep curves, microstructure images, particle trajectories, velocity fields, extensional flow profiles, and normal stress measurements. |
| Natural Sciences | Physics | Plasma & Fluid Physics | High-Energy-Density Physics (HEDP) | Data appears as streak images, x ray spectra, neutron time of flight curves, radiographs, interferograms, brightness temperature traces, instability mode amplitudes, and shock breakout timing records. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Biophysics | Data appears as electrophysiology traces, fluorescence time series, spectra, force curves, diffusion tracks, structural images, reaction progress curves, neural spike rasters, and biomechanical maps. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Medical Physics | Data appears as radiographic images, CT voxel volumes, MRI signal maps, radionuclide distribution images, ultrasound echo patterns, dosimetry curves, beam profiles, calibration tables, and detector count time series. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Geophysics | Data appears as seismic traces, gravity or magnetic anomaly maps, resistivity profiles, heat flow curves, GPS displacement time series, interferograms, geological cross sections, and gas concentration logs. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Optics & Photonics | Data appears as images, interferograms, spectra, time series of intensity or phase, pulse traces, photon count histograms, wavefront maps, and transmission or reflection curves. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Computational Physics | Data appears as multidimensional field arrays, particle lists, time series, spectra, correlation matrices, error fields, solver logs, mesh data, and derived diagnostics such as fluxes or energy distributions. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Engineering Physics | Data appears as time series, frequency spectra, displacement maps, strain fields, thermal images, voltage–current curves, optical intensity profiles, flow rate logs, and structural mode shapes. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Chemical Physics | Data appears as spectra, time series of intensities, mass spectra peaks, kinetic plots, correlation functions, thermal curves, multidimensional NMR datasets, scattering profiles, and molecular beam distributions. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Environmental & Climate Physics | Data appears as time series, gridded climate fields, spectral radiance profiles, vertical atmospheric profiles, precipitation maps, sea ice concentration maps, radiative flux measurements, ocean heat content curves, and greenhouse gas concentration records. |
| Natural Sciences | Physics | Interdisciplinary & Applied Physics | Applied Materials Physics | Data appears as diffraction patterns, spectra, micrographs, I–V curves, magnetization loops, thermal curves, optical intensity maps, compositional spectra, mechanical load–displacement curves, and phase diagrams. |
| Natural Sciences | Chemistry | Physical Chemistry | Quantum Chemistry | Spectra, time series, electron density grids, potential energy surfaces, orbital plots, NMR shifts, peak intensities. |
| Natural Sciences | Chemistry | Physical Chemistry | Statistical Mechanics | Time series, histograms, correlation functions, phase diagrams, probability distributions, simulation trajectories, macroscopic variable readings. |
| Natural Sciences | Chemistry | Physical Chemistry | Thermodynamics | Temperature–time curves, P–V diagrams, calorimetric traces, isotherms/isobars, phase diagrams, bulk measurements, macroscopic variable series. |
| Natural Sciences | Chemistry | Physical Chemistry | Kinetics & Reaction Dynamics | Time series, rate curves, transient absorption spectra, scattering distributions, product branching ratios, molecular trajectory datasets. |
| Natural Sciences | Chemistry | Physical Chemistry | Spectroscopy | Spectra, interferograms, time-resolved traces, 2D spectral maps, intensity–time curves, correlation spectra, magnetic resonance signals. |
| Natural Sciences | Chemistry | Physical Chemistry | Electrochemistry | Voltammograms, charge–discharge curves, impedance spectra (Nyquist/Bode), concentration profiles, transients, spectroelectrochemical traces. |
| Natural Sciences | Chemistry | Physical Chemistry | Surface & Interface Science | Images (STM/AFM), spectra (XPS/UPS/IR/Raman), adsorption curves, contact-angle traces, QCM frequency shifts, work-function plots, potential–dependent response curves. |
| Natural Sciences | Chemistry | Physical Chemistry | Colloid & Solution Chemistry | Scattering curves, particle-size distributions, turbidity traces, viscosity–shear curves, titration curves, conductivity graphs, solubility plots, microscopy images. |
| Natural Sciences | Chemistry | Physical Chemistry | Chemical Physics | Spectra, interferograms, time-resolved traces, scattering-angle distributions, molecular-beam profiles, potential-energy-surface cuts, multidimensional correlation maps. |
| Natural Sciences | Chemistry | Organic Chemistry | Structural & Mechanistic Organic Chemistry | Spectra (NMR, IR, UV-Vis), mass traces, chromatograms, kinetic curves, stereochemical ratios, energy profiles, computational outputs (orbitals, reaction coordinates). |
| Natural Sciences | Chemistry | Organic Chemistry | Stereochemistry & Conformational Analysis | NMR spectra, NOE maps, IR peaks, CD curves, optical-rotation traces, X-ray structures, torsion-energy plots, population distributions, computed coordinate sets. |
| Natural Sciences | Chemistry | Organic Chemistry | Synthetic Organic Chemistry | TLC plates, chromatograms, NMR/IR spectra, MS traces, yield tables, stereochemical ratios, reaction time–conversion curves, computational predictions for retrosynthesis. |
| Natural Sciences | Chemistry | Organic Chemistry | Physical Organic Chemistry | Kinetic curves, Arrhenius plots, Eyring plots, LFER plots, isotope-effect ratios, spectra, titration curves, computational energy surfaces, reaction-coordinate diagrams. |
| Natural Sciences | Chemistry | Organic Chemistry | Organometallic Organic Chemistry | NMR spectra (¹H, ¹³C, ³¹P, etc.), IR spectra, electrochemical curves, crystallographic structures, mass spectra, kinetic plots, turnover tables, gas uptake curves, computational energy profiles. |
| Natural Sciences | Chemistry | Organic Chemistry | Polymer Chemistry (Carbon-based) | Molecular-weight distribution curves, NMR spectra, IR/Raman signals, DSC/TGA thermograms, viscosity–shear curves, scattering curves, microscopy images, conversion–time plots. |
| Natural Sciences | Chemistry | Organic Chemistry | Bioorganic Chemistry | Kinetic curves, pH-rate profiles, fluorescence emission spectra, UV–Vis traces, CD spectra, binding isotherms, MS product patterns, NMR structural data, sequence of intermediates. |
| Natural Sciences | Chemistry | Organic Chemistry | Natural Products Chemistry | NMR spectra, MS fragmentation trees, UV–Vis traces, IR profiles, chromatograms, bioactivity curves, isotopic labeling patterns, structural elucidation packets, metabolomic feature tables. |
| Natural Sciences | Chemistry | Organic Chemistry | Medicinal Chemistry | Dose–response curves, binding isotherms, metabolic degradation curves, toxicity plots, chromatograms, MS traces, NMR spectra, fluorescence/time-series data, imaging data, ADMET panels. |
| Natural Sciences | Chemistry | Inorganic Chemistry | Main-Group Chemistry | NMR spectra, vibrational spectra, UV–Vis traces, crystallographic data tables, electrochemical curves, thermal decomposition curves, conductivity plots, mass spectral fragmentation patterns. |
| Natural Sciences | Chemistry | Inorganic Chemistry | Transition-Metal Chemistry | UV–Vis spectra, IR/Raman spectra, NMR/EPR signals, crystallographic structures, electrochemical curves, magnetization–temperature plots, XAS/EXAFS profiles, mass fragmentation patterns. |
| Natural Sciences | Chemistry | Inorganic Chemistry | f-Block Chemistry | f–f spectra, luminescence maps, XANES/EXAFS profiles, magnetic susceptibility curves, crystallographic data, radiometric decay curves, electrochemical traces, MS fragmentation patterns. |
| Natural Sciences | Chemistry | Inorganic Chemistry | Coordination Chemistry | UV–Vis spectra, IR/Raman spectra, NMR/EPR signatures, crystallographic data, electrochemical curves, magnetization–temperature plots, mass spectra, kinetic/exchange curves. |
| Natural Sciences | Chemistry | Inorganic Chemistry | Solid-State Chemistry | Diffraction patterns, electron micrographs, Raman/IR spectra, thermal curves (DSC/TGA), χ(T) plots, resistivity vs temperature curves, UPS/XPS spectra, density-of-states curves, solid-state NMR spectra. |
| Natural Sciences | Chemistry | Analytical Chemistry | Qualitative Analysis | Spectra (IR/NMR/MS/UV–Vis), chromatograms, color charts, photographic observation logs, precipitate descriptions, flame-test colors, fragmentation maps, qualitative presence/absence tables. |
| Natural Sciences | Chemistry | Analytical Chemistry | Quantitative Analysis | Calibration curves, chromatograms, spectra, titration curves, electrochemical traces, peak-integration tables, gravimetric records, blank corrections, uncertainty tables, regression outputs. |
| Natural Sciences | Chemistry | Analytical Chemistry | Separation Science | Chromatograms, electropherograms, extraction curves, membrane flux graphs, peak-integration tables, retention/migration-time datasets, multi-wavelength spectral traces, fraction profiles. |
| Natural Sciences | Chemistry | Analytical Chemistry | Instrumental Analysis | Spectra, chromatograms, electropherograms, mass spectra, thermal curves, electrochemical voltammograms, scattering/absorption maps, NMR FID signals, time-series measurements, instrument logs. |
| Natural Sciences | Chemistry | Biochemistry | Structural Biochemistry | PDB coordinate files, EM density maps, NMR restraints, CD spectra, SAXS curves, HDX-MS deuterium uptake profiles, fluorescence/FRET time series, RMSD/RMSF datasets, hydrogen-bond networks, thermodynamic unfolding curves. |
| Natural Sciences | Chemistry | Biochemistry | Enzymology | Kinetic curves, steady-state plots (Michaelis–Menten, LB, EH), binding curves, calorimetric isotherms, isotopic-exchange plots, fluorescence time series, NMR/MS product distributions, single-molecule trajectories. |
| Natural Sciences | Chemistry | Biochemistry | Metabolism & Bioenergetics | Metabolomics spectra (MS/NMR), oxygen-consumption curves, calorimetry thermograms, redox-ratio traces, isotopic enrichment graphs, pH/ΔΨ time series, ATP/ADP ratio tables, flux-distribution maps. |
| Natural Sciences | Chemistry | Biochemistry | Molecular Biology & Gene Expression | Sequencing reads, count matrices, gene-expression profiles, ChIP peaks, ATAC-seq accessibility profiles, ribosome-footprint distributions, methylation maps, fluorescence images, flow-cytometry plots, protein bands/traces. |
| Natural Sciences | Chemistry | Biochemistry | Cellular Biochemistry | Fluorescence images, time-lapse movies, flow-cytometry plots, organelle tracking traces, pH/redox maps, live-cell FRET traces, patch-clamp current traces, metabolomic profiles, structural EM images. |
| Natural Sciences | Chemistry | Biochemistry | Membrane Biochemistry | Fluorescence images/movies, FRAP curves, FRET efficiencies, AFM height maps, cryo-EM density maps, lipidomics tables, patch-clamp current traces, permeability curves, vesicle-size distributions. |
| Natural Sciences | Chemistry | Biochemistry | Protein Chemistry | Spectra (UV–Vis, fluorescence, CD, IR), NMR FID and chemical shift tables, MS spectra/fragment maps, chromatograms, electrophoretic gels, DSC/ITC thermograms, DLS size distributions, unfolding curves. |
| Natural Sciences | Chemistry | Biochemistry | Biochemical Genetics | Variant tables, FASTQ/VCF files, metabolomics spectra, kinetic plots, PTM mass maps, expression matrices, phenotypic trait tables, linkage maps, inheritance diagrams, allele-frequency distributions. |
| Natural Sciences | Earth & Space Sciences | Geology | Mineralogy & Crystallography | Diffraction patterns, unit-cell refinements, Raman/IR spectra, optical micrographs, element-distribution maps, thermal curves (DSC/TGA), lattice-strain maps, density logs, morphology measurements. |
| Natural Sciences | Earth & Space Sciences | Geology | Petrology | Thin-section images, mineral chemistry tables, geochemical profiles, XRD diffractograms, Raman/IR spectra, isotopic ratios, microprobe element maps, reaction textures, P–T estimates, classification diagrams. |
| Natural Sciences | Earth & Space Sciences | Geology | Structural Geology & Tectonics | Orientation datasets, geological maps, seismic profiles, focal-mechanism solutions, GPS vector fields, strain tensors, fault-slip data tables, microstructural images, InSAR displacement maps, cross-sections. |
| Natural Sciences | Earth & Space Sciences | Geology | Sedimentology & Stratigraphy | Stratigraphic columns, facies logs, seismic profiles, core images, grain-size histograms, bedding measurements, geochemical/isotopic profiles, fossil abundance tables, photomosaics, paleoenvironmental reconstructions. |
| Natural Sciences | Earth & Space Sciences | Geology | Geomorphology | DEMs, orthophotos, time-series discharge/sediment data, velocity profiles, InSAR displacement maps, aerial mosaics, cross-section tables, grain-size distributions, hydrologic curves, slope–area plots, terrain metrics, hazard inventories. |
| Natural Sciences | Earth & Space Sciences | Geology | Geophysics | Seismic traces, seismograms, gravity profiles, magnetic maps, resistivity curves, EM response spectra, GNSS time series, InSAR displacement maps, heat-flow logs, geoid models, waveform stacks, tomography volumes. |
| Natural Sciences | Earth & Space Sciences | Geology | Geochemistry | Elemental tables, isotope ratio tables, spectra (XRF, ICP-MS, IR/Raman), concentration–depth profiles, Eh–pH curves, time-series chemistry, speciation diagrams, mass-balance spreadsheets, chromatograms, calibration curves. |
| Natural Sciences | Earth & Space Sciences | Geology | Paleontology | Fossil catalog tables, morphological matrices, isotopic datasets, CT volumes, thin-section images, taphonomic scoring tables, species-abundance distributions, diversity curves, biostratigraphic range charts, paleoenvironmental reconstructions. |
| Natural Sciences | Earth & Space Sciences | Geology | Hydrogeology | Time series (head/pressure), breakthrough curves, pump-test drawdown curves, concentration maps, geophysical logs, hydrostratigraphic cross-sections, water-quality tables, tracer-recovery curves, isotopic profiles. |
| Natural Sciences | Earth & Space Sciences | Geology | Economic & Applied Geology | Assay tables, geochemical maps, drill logs, core photos, alteration maps, seismic profiles, EM/magnetic grids, well logs, production curves, reservoir property tables, structural sections, 3D block models, resource estimates. |
| Natural Sciences | Earth & Space Sciences | Meteorology | Dynamic Meteorology | Time series, gridded model fields, sounding profiles, radar reflectivity volumes, satellite retrievals, reanalysis datasets, vector fields, spectral decompositions, and derived meteorological indices. |
| Natural Sciences | Earth & Space Sciences | Meteorology | Thermodynamic Meteorology | Sounding profiles, radiance spectra, cloud-top brightness temperature fields, mixing-ratio profiles, flux time series, microwave retrieval grids, and derived thermodynamic indices. |
| Natural Sciences | Earth & Space Sciences | Meteorology | Cloud Physics & Microphysics | Size-distribution histograms, particle imagery, lidar backscatter profiles, radar reflectivity volumes, aerosol spectra, radiance fields, time series of cloud-base motion, and retrieved hydrometeor mixing ratios. |
| Natural Sciences | Earth & Space Sciences | Meteorology | Synoptic & Mesoscale Meteorology | Gridded reanalysis fields, radar reflectivity/velocity volumes, satellite radiance imagery, sounding profiles, mesonet time series, surface maps, vorticity fields, and storm-structure composites. |
| Natural Sciences | Earth & Space Sciences | Meteorology | Atmospheric Physics & Chemistry | Spectral radiance fields, gas concentration time series, aerosol size distributions, vertical profiles of ozone/chemicals, satellite imagery, radiative flux datasets, and particulate mass measurements. |
| Natural Sciences | Earth & Space Sciences | Meteorology | Climatology & Climate Dynamics | Time series, gridded reanalysis fields, climate model outputs, satellite imagery, ocean profiles, proxy-series data, radiative flux records, and multi-decadal composite datasets. |
| Natural Sciences | Earth & Space Sciences | Oceanography | Physical Oceanography | Time-series records, profiles, gridded fields, satellite images, velocity sections, T–S diagrams, spectra of waves and turbulence, sea-surface height maps, eddy-tracking datasets, climatologies, reanalysis products. |
| Natural Sciences | Earth & Space Sciences | Oceanography | Chemical Oceanography | Chemical profiles, bottle-data tables, absorption spectra, fluorescence traces, isotopic datasets, carbonate-system tables, time-series chemistry, mixing diagrams, stoichiometric ratios, particulate flux records. |
| Natural Sciences | Earth & Space Sciences | Oceanography | Biological Oceanography | Chlorophyll profiles, biomass distributions, microscopy images, flow-cytometry scatter plots, productivity tables, grazing-rate datasets, diversity indices, satellite ocean-color maps, optical spectra, sediment-trap flux records, metagenomic reads. |
| Natural Sciences | Earth & Space Sciences | Oceanography | Geological Oceanography | Core logs, lithologic descriptions, stratigraphic columns, grain-size tables, XRF counts, microfossil abundance tables, seismic profiles, magnetic anomaly maps, bathymetric grids, heat-flow curves, sedimentation-rate models, pore-water chemistry profiles. |
| Natural Sciences | Biology | Molecular Biology | Nucleic Acid Biology | Sequence reads, base-calling data, methylation maps, electrophoretic band patterns, fluorescence intensities, structural reactivity profiles, expression levels, and chromatin accessibility matrices. |
| Natural Sciences | Biology | Molecular Biology | Gene Regulation & Epigenetics | ChIP-seq peaks, ATAC profiles, methylation maps, Hi-C matrices, RNA expression tables, TF-binding motifs, fluorescence images, and single-cell regulatory-state vectors. |
| Natural Sciences | Biology | Molecular Biology | Protein Biology | Spectra (MS, NMR), diffraction patterns, EM density maps, kinetic time series, binding curves, electrophoretic band patterns, fluorescence traces, CD spectra, and peptide-sequence tables. |
| Natural Sciences | Biology | Molecular Biology | Molecular Complexes & Information Flow | EM density maps, fluorescence trajectories, interaction matrices, proteomic composition tables, crosslinking spectra, single-molecule intensity traces, chromatin-contact networks, and phase-separation metrics. |
| Natural Sciences | Biology | Molecular Biology | Molecular Methods & Technologies | Spectra (MS, NMR), sequencing FASTQ files, images (TIFF), electropherograms, fluorescence traces, chromatograms, calibration curves, kinetic time series, and spatial-intensity matrices. |
| Natural Sciences | Biology | Cell Biology | Cell Structure & Organelles | Fluorescent images, EM micrographs, time-lapse videos, intensity traces, particle-tracking coordinates, spectral signatures, structural reconstructions, segmentation masks, morphometric datasets. |
| Natural Sciences | Biology | Cell Biology | Cellular Dynamics & Trafficking | Time-lapse videos, particle trajectories, fluorescence intensity traces, kymographs, EM micrographs, step-size distributions, binding/unbinding curves, vesicle flux maps, diffusion plots, compartmental transition matrices. |
| Natural Sciences | Biology | Cell Biology | Cell Signaling & Communication | Time-series fluorescence traces, FRET efficiency curves, electrophysiology recordings, phosphoprotein band intensities, mass-spec spectral data, single-cell signaling distributions, spatial activation maps, gene-reporter intensities. |
| Natural Sciences | Biology | Cell Biology | Cell Cycle, Fate & Death | Time-lapse image sequences, flow-cytometry histograms, Western band intensities, phosphoproteomics spectra, transcriptomics matrices, chromatin-accessibility maps, apoptotic-marker distributions, quantitative foci counts. |
| Natural Sciences | Biology | Cell Biology | Cell Interactions & Microenvironment | Traction-force maps, stiffness heatmaps, migration tracks, gradient profiles, fluorescence images, ECM fiber-orientation maps, rheology curves, tension-sensor readouts, morphometric matrices, time-lapse sequences. |
| Natural Sciences | Biology | Cell Biology | Cell Morphology & Motility | Time-lapse image stacks, protrusion-speed maps, traction-force fields, migration trajectories, shape-descriptor matrices, cytoskeletal density heatmaps, filament-orientation maps, step-size distributions, morphodynamic feature vectors. |
| Natural Sciences | Biology | Genetics & Evolution | Classical & Transmission Genetics | Genotype tables, phenotype counts, segregation-ratio matrices, recombination-frequency tables, pedigree diagrams, linkage maps, chi-square results. |
| Natural Sciences | Biology | Genetics & Evolution | Population Genetics | Allele-frequency tables, genotype matrices, HW-equilibrium tests, LD matrices, time-series allele trajectories, demographic-parameter datasets, selection-coefficient estimates, migration-rate models. |
| Natural Sciences | Biology | Genetics & Evolution | Quantitative Genetics | Trait measurements, phenotype distributions, pedigree matrices, genomic relationship matrices, variance–covariance matrices, heritability estimates, selection-response curves, QTL summaries, reaction norms. |
| Natural Sciences | Biology | Genetics & Evolution | Genomic Evolution & Comparative Genomics | Genome assemblies, multiple-sequence alignments, phylogenetic trees, synteny maps, structural-variant lists, mutation spectra tables, gene-family size matrices, substitution-rate matrices, TE annotation tracks. |
| Natural Sciences | Biology | Genetics & Evolution | Phylogenetics & Systematics | Multiple sequence alignments, character-state matrices, phylogenetic trees, bootstrap-support tables, posterior distribution files, morphological trait datasets, biogeographic mappings, species-delimitation outputs. |
| Natural Sciences | Biology | Genetics & Evolution | Macroevolution & Speciation Theory | Fossil occurrence datasets, morphological character matrices, divergence-time estimates, dated phylogenetic trees, lineage-through-time plots, species-distribution maps, reproductive isolation matrices, macroevolutionary rate tables. |
| Natural Sciences | Biology | Physiology | Cellular & Tissue Physiology | Electrophysiological traces, fluorescence time series, force–displacement curves, transport-rate tables, confocal image stacks, tissue-mechanics datasets, and biochemical readouts. |
| Natural Sciences | Biology | Physiology | Neurophysiology | Voltage traces, current traces, spike trains, raster plots, firing-rate time series, Ca²⁺ fluorescence time courses, synaptic-event logs, network spectrograms, and extracellular field recordings. |
| Natural Sciences | Biology | Physiology | Endocrine & Regulatory Physiology | Hormone concentration curves, secretion-pulse profiles, dose–response tables, metabolic panels, second-messenger time series, receptor-binding graphs, and endocrine-challenge datasets. |
| Natural Sciences | Biology | Physiology | Cardiovascular & Respiratory Physiology | Pressure waveforms, ECG tracings, flow–volume loops, inspiratory/expiratory flow curves, blood-gas panels, Doppler flow profiles, oxygen-saturation traces, and mechanical-compliance data. |
| Natural Sciences | Biology | Physiology | Metabolic & Energetic Physiology | Gas-exchange time series, metabolic-rate curves, substrate-utilization profiles, glucose/lactate panels, mitochondrial respiration traces, thermogenic output data, and hormonal/metabolic signaling datasets. |
| Natural Sciences | Biology | Physiology | Renal, Fluid & Homeostatic Physiology | Osmolarity tables, electrolyte profiles, pH–bicarbonate curves, clearance graphs, hormone panels, urine-concentration traces, and acid–base diagrams. |
| Natural Sciences | Biology | Developmental Biology | Cell Fate & Lineage Specification | Single-cell transcriptomes, chromatin-accessibility matrices, lineage trees, live-imaging sequences, fate-marker expression maps, clonal barcoding trajectories, spatial gene-expression grids, signaling-response curves. |
| Natural Sciences | Biology | Developmental Biology | Pattern Formation & Embryonic Axes | Gradient-intensity profiles, spatial gene-expression maps, segmentation-wave movies, organizer-response assays, positional-identity datasets, morphogen kinetic curves, 3D embryo reconstructions, lineage-pattern overlays. |
| Natural Sciences | Biology | Developmental Biology | Morphogenesis & Tissue-Level Mechanics | Time-lapse deformation sequences, strain-rate maps, tension/force profiles, cell-shape descriptors, flow-field vectors, curvature heatmaps, viscoelastic parameter tables, pressure measurements, and cytoskeletal-activity traces. |
| Natural Sciences | Biology | Developmental Biology | Organogenesis & Multi-Tissue Assembly | 3D shape reconstructions, lumen-volume datasets, branching morphometry tables, multi-tissue flow fields, ECM-distribution maps, fluorescence intensity profiles, signaling-response matrices, mechanical-property maps, lineage-interaction grids. |
| Natural Sciences | Biology | Developmental Biology | Growth, Timing, Regeneration & Life-Cycle Transitions | Growth curves, life-stage transition timelines, hormone-concentration profiles, regeneration-index trajectories, circadian oscillation traces, time-lapse regeneration images, transcriptional-response matrices, lineage-trees during regrowth. |
| Natural Sciences | Biology | Developmental Biology | Evolutionary Development (Evo–Devo) | Expression matrices, enhancer-activity maps, sequence alignments, GRN wiring diagrams, morphometric trait datasets, phylogenetic reconstructions, ancestral-state predictions, comparative embryo images. |
| Natural Sciences | Biology | Ecology | Organismal Ecology | Movement trajectories, environmental time series, physiological datasets, behavioral logs, thermal profiles, habitat maps, activity schedules, and observational qualitative notes. |
| Natural Sciences | Biology | Ecology | Population Ecology | Abundance time series, life tables, survival curves, size/age distributions, spatial density maps, mark–recapture matrices, cohort datasets, and qualitative field notes. |
| Natural Sciences | Biology | Ecology | Community Ecology | Species-abundance matrices, presence/absence tables, diversity index values, community ordination datasets, interaction networks, spatial distribution maps, and qualitative ecological field notes. |
| Natural Sciences | Biology | Ecology | Ecosystem Ecology | Flux time series, biomass tables, nutrient concentration matrices, soil profiles, remote-sensing imagery, stoichiometric datasets, trophic-flow diagrams, and environmental time series. |
| Natural Sciences | Biology | Ecology | Landscape & Spatial Ecology | GIS layers, raster images, vector maps, movement tracks, landscape metric tables, spatial interaction matrices, digital elevation models, and spatially explicit habitat-quality maps. |
| Natural Sciences | Biology | Ecology | Global Ecology & Earth-System Interactions | Time-series climate datasets, remote-sensing imagery, global flux inventories, atmospheric trace-gas records, nutrient-cycling matrices, ocean profiles, isotopic panels, and global vegetation index datasets. |
| Formal Sciences | Logic | Proof Theory | Proof Calculi | Proof trees, sequent derivations, tableaux branches, rule-application sequences, normal forms, cut-free proofs, derivation graphs. |
| Formal Sciences | Logic | Proof Theory | Structural Proof Theory | Sequent derivations, context-structured proofs, normalization traces, permutation graphs, cut-elimination sequences, structural-rule application logs, proof trees. |
| Formal Sciences | Logic | Proof Theory | Proof Theory of Non-Classical Logics | Labeled sequents, modal derivations, resource-annotated contexts, relevance-constrained proof trees, many-valued tableaux, normalization graphs, accessibility transition logs, structural-rule usage traces. |
| Formal Sciences | Logic | Proof Theory | Ordinal & Strength Analysis | Ordinal notation strings, collapsing-function outputs, reflection traces, induction trees, proof-length growth curves, recursion-hierarchy indices, consistency strength reductions. |
| Formal Sciences | Logic | Proof Theory | Proof Complexity | Refutation logs, clause traces, DAG-form proofs, Resolution trees, Frege derivation scripts, Cutting Planes inequalities, algebraic derivations, Nullstellensatz certificates, size/width/space measurements. |
| Formal Sciences | Logic | Proof Theory | Automated & Interactive Reasoning | Solver logs, proof objects, tactic-trace files, model and countermodel data, constraint sets, search trees, rewrite traces, unification graphs, timed performance traces, execution summaries. |
| Formal Sciences | Logic | Model Theory | Structures, Languages & Interpretations | Formulas, types, satisfaction data, diagrams, elementary embeddings, EF-game outcomes, definable sets/functions, isomorphism invariants. |
| Formal Sciences | Logic | Model Theory | Satisfaction & Definability Theory | Formulas, variable assignments, definable sets/functions, type distributions, EF-game outcomes, satisfaction tables, diagram fragments. |
| Formal Sciences | Logic | Model Theory | Quantifier Theory & Model Completeness | Formulas, prenex forms, Skolemized forms, definable sets/functions, EF-game outcomes, type distributions, elementary mapping results, quantifier-elimination outputs. |
| Formal Sciences | Logic | Model Theory | Classification Theory | Types, rank distributions, forking diagrams, indiscernible sequences, Morley sequences, dividing chains, independence trees, saturation profiles. |
| Formal Sciences | Logic | Model Theory | Tame / O-Minimal Model Theory | Cells, definable curves/surfaces, dimensional profiles, stratifications, monotonicity intervals, projection–fiber diagrams. |
| Formal Sciences | Logic | Set Theory | Axiomatic Foundations & Cumulative Hierarchy | Ordinals, cardinals, rank sequences, cumulative hierarchy snapshots, membership diagrams, transfinite recursion outputs. |
| Formal Sciences | Logic | Set Theory | Constructibility & Inner Models | Constructible hierarchies, fine-structure tables, projecta profiles, Skolem functions, condensation maps, extender sequences, sharps data. |
| Formal Sciences | Logic | Set Theory | Large Cardinal Theory | Embedding diagrams, critical point tables, extender sequences, ultrapower structures, Mitchell-order charts, reflection-pattern profiles, combinatorial signatures. |
| Formal Sciences | Logic | Set Theory | Forcing & Independence Theory | Names, Boolean values, forcing diagrams, extension lattices, iteration trees, cardinal-change tables, preservation charts, rank-calculation diagrams. |
| Formal Sciences | Logic | Set Theory | Descriptive Set Theory | Borel codes, trees, Wadge diagrams, definability hierarchies, scale sequences, norm data, equivalence-relation complexity tables, determinacy game trees. |
| Formal Sciences | Logic | Computability Theory | Models of Computation & Recursive Function Theory | Machine traces, tape snapshots, register-update logs, λ-reduction sequences, recursion-expansion trees, enumeration logs, oracle query logs, step-count time series, encoded functions/indices. |
| Formal Sciences | Logic | Computability Theory | Recursively Enumerable (r.e.) Sets & Degrees | Enumeration logs, approximation tables, reducibility traces, oracle-query logs, injury/satisfaction histories, degree diagrams, jump outputs, partial-function evaluation traces. |
| Formal Sciences | Logic | Computability Theory | Reducibility & Degrees of Unsolvability | Reduction logs, oracle-query traces, degree diagrams, jump-output tables, priority-injury histories, approximation snapshots, equivalence-test results. |
| Formal Sciences | Logic | Computability Theory | Arithmetical & Analytical Hierarchies | Formula-prefix representations; reducibility traces; oracle-query logs; jump-output tables; definability maps; quantifier-depth profiles; stagewise approximations; completeness-check results. |
| Formal Sciences | Mathematics | Algebra | Group Theory | Cayley tables; generator/relator lists; subgroup lattices; permutation-cycle structures; matrix representations; orbit partitions; conjugacy class partitions; character tables (when applicable). |
| Formal Sciences | Mathematics | Algebra | Ring Theory | Gröbner basis sets; ideal generators; polynomial tuples; matrix entries; factorization lists; homomorphism images; kernel generators; localization chains; presentation data (generators/relations). |
| Formal Sciences | Mathematics | Algebra | Field Theory | Polynomial coefficient lists; factorization outputs; matrices for trace/norm computation; automorphism group elements; valuation tables; discriminant values; extension tower data; embedding maps; root approximations. |
| Formal Sciences | Mathematics | Algebra | Module Theory | Presentation matrices; generators and relations; kernel/cokernel lists; decomposition components; annihilator ideals; resolution chains; Ext/Tor tables; tensor-product outputs; normal forms (Smith, Hermite). |
| Formal Sciences | Mathematics | Algebra | Linear Algebra | Matrices; vectors; row-reduced echelon forms; eigenvalue/eigenvector lists; decomposition outputs (U, Σ, V*); projection vectors; pseudoinverses; residuals for linear systems; condition number tables. |
| Formal Sciences | Mathematics | Algebra | Representation Theory | Matrices; character tables; decomposition lists; weight lattices; branching diagrams; tensor-product multiplicity tables; eigenvalue/eigenvector sets; Casimir eigenvalue lists; intertwiner spaces. |
| Formal Sciences | Mathematics | Algebra | Universal Algebra | Term trees; operation tables; congruence partitions; identity sets; generator lists; clone operation sets; homomorphism maps; free-algebra presentations; rewriting logs. |
| Formal Sciences | Mathematics | Algebra | Algebraic Combinatorics | Partitions; tableaux; symmetric-function coefficient lists; generating-function expansions; adjacency/incidence matrices; character tables; poset diagrams; polynomial invariant lists; Coxeter words; eigenvalue/eigenvector tables. |
| Formal Sciences | Mathematics | Mathematical Analysis | Real Analysis | Function-value lists; sequence tables; partition meshes; integral approximations; derivative approximations; measure-approximation arrays; Lᵖ norm tables; convergence diagnostics; error bounds; graphs/plots representing limiting behavior. |
| Formal Sciences | Mathematics | Mathematical Analysis | Complex Analysis | Complex-valued tables; Laurent/power series coefficients; contour-integral approximations; residue tables; argument/winding-number sequences; harmonic-function grids; analytic-continuation charts; derivative approximations; branch-cut maps. |
| Formal Sciences | Mathematics | Mathematical Analysis | Functional Analysis | Norm tables; inner-product matrices; operator approximations; spectral lists; singular-value decay sequences; dual-pairing tables; projection coefficients; Fourier/Sobolev expansions; discretized operator matrices; weak-convergence diagnostics. |
| Formal Sciences | Mathematics | Mathematical Analysis | Harmonic Analysis | Frequency spectra; Fourier coefficients; convolution outputs; singular-integral approximations; wavelet coefficient arrays; spectral eigenvalue lists; multiplier tables; maximal-function values; harmonic-function meshes; distribution-action tables. |
| Formal Sciences | Mathematics | Mathematical Analysis | Differential Equations (ODE/PDE) | Time series; solution grids; contour maps; surface plots; phase portraits; eigenvalue/eigenvector tables; residual error arrays; finite-element mesh data; coefficient arrays from spectral expansions; weak-solution diagnostics. |
| Formal Sciences | Mathematics | Geometry & Topology | Differential Geometry | Coordinate functions, metric tables, curvature tensors, connection matrices, differential-form components, geodesic trajectories, flow data, numerical approximations. |
| Formal Sciences | Mathematics | Geometry & Topology | Algebraic Geometry | Polynomial systems; ideals; coordinate rings; Gröbner bases; intersection tables; cohomology-class data; divisor coefficient lists; patchwise scheme charts. |
| Formal Sciences | Mathematics | Geometry & Topology | Metric Geometry | Distance matrices, geodesic paths, curvature-comparison diagrams, covering-number tables, GH-convergence data, polyhedral models, tangent-cone samples. |
| Formal Sciences | Mathematics | Geometry & Topology | Point-Set Topology | Collections of open sets, closure/interior tables, convergence diagrams (nets/filters), compactness cover-data, separation-axiom classification tables, product/quotient diagrams. |
| Formal Sciences | Mathematics | Geometry & Topology | Homotopy Theory | Long exact sequences, tables of (\pi_n), Postnikov invariants, spectral-sequence pages, fibration diagrams, CW-skeleton charts, spectra indices. |
| Formal Sciences | Mathematics | Geometry & Topology | Knot Theory | Diagrams, braid words, Gauss codes, Seifert matrices, polynomial invariant tables, complement-triangulation data, hyperbolic-structure data, prime-decomposition lists. |
| Formal Sciences | Mathematics | Number Theory | Elementary Number Theory | Integer lists, modular tables, divisor sets, factorization trees, arithmetic-function tables, residue-system listings, sample Diophantine-solution sets. |
| Formal Sciences | Mathematics | Number Theory | Algebraic Number Theory | Prime-decomposition tables, valuation tables, discriminant values, p-adic expansions, ideal-class lists, Galois-group diagrams, norm/trace matrices. |
| Formal Sciences | Mathematics | Number Theory | Analytic Number Theory | Tables of primes; zero tables; partial-sum tables; Dirichlet-series coefficients; exponential-sum output; error-term estimates; asymptotic-growth plots. |
| Formal Sciences | Mathematics | Number Theory | Arithmetic Geometry | Height tables; reduction tables mod p; local-invariant data; Selmer-rank tables; Mordell–Weil group presentations; ideal-factorization listings; Galois-representation matrices. |
| Formal Sciences | Mathematics | Number Theory | Modular and Automorphic Forms | q-expansion tables; Hecke eigenvalue lists; Satake parameter tuples; modular-symbol matrices; spectral eigenvalue tables; L-function value tables; local-factor factorizations. |
| Formal Sciences | Mathematics | Number Theory | Transcendental Number Theory | Height tables; approximation-error tables; coefficient lists of auxiliary polynomials; numerical evaluations of constants; lower-bound datasets; Padé approximant coefficient sets. |
| Social Sciences | Anthropology | Human Evolutionary Anthropology | Morphometric datasets; 3D reconstructions; radiometric age tables; isotope signatures; genetic sequences; allele-frequency spectra; phylogenetic matrices; artifact typology catalogs; paleoenvironmental time-series; GIS spatial fossil maps. | |
| Social Sciences | Anthropology | Kinship, Descent & Domestic Organization | Genealogical charts; household census tables; kinship-term lexicons; marriage and fertility histories; inheritance registers; time-use datasets; domestic-labor distribution tables; co-residence maps; qualitative ethnographic field notes; longitudinal kinship panels. | |
| Social Sciences | Anthropology | Ritual, Cultural Practice & Symbolic Systems | Video archives; audio recordings; gesture taxonomies; ritual scripts; symbolic coding matrices; spatial maps; narrative transcripts; artifact catalogs; sensory-environment logs; ethnographic field notes; semiotic classification tables; time-series of ritual recurrence. | |
| Social Sciences | Anthropology | Subsistence Systems, Environment & Human Adaptation | Caloric-return datasets; zooarchaeological tables; archaeobotanical seed/charcoal counts; isotopic time series; mobility routes in GIS; soil-fertility measurements; herd demographic profiles; crop-yield datasets; climate and ecological logs; artifact-usage wear patterns; midden composition tables; mixed-method ethnographic–archaeological datasets. | |
| Social Sciences | Anthropology | Material Culture, Technology & Archaeological Interpretation | Metric datasets; 3D models; artifact catalogs; wear-pattern matrices; stratigraphic logs; GIS spatial layers; compositional spectra; radiometric age tables; microartifact counts; experimental-replication logs; residue profiles; refit networks; photogrammetric records. | |
| Social Sciences | Anthropology | Ethnographic Method & Comparative Analysis | Field notes; interview transcripts; coded behavioral datasets; audiovisual recordings; network adjacency matrices; GIS spatial layers; cultural-domain taxonomies; cross-cultural trait tables; narrative corpora; time-allocation logs; structured observation tallies; comparative-coded variables. | |
| Social Sciences | Economics | Choice (Microeconomic Foundations) | Time series of consumption; cross-sectional preferences; panel data; experiment outcome logs; prices/quantities matrices; elasticities tables; inferred utility indices; choice sets; discount-factor estimates; production/cost datasets. | |
| Social Sciences | Economics | Interaction (Markets, Strategy & Mechanisms) | Price–quantity matrices; bidding logs; payoff tables; strategy profiles; surplus/welfare estimates; matching outcomes; equilibrium predictions vs actual data; mechanism allocation/payment outcomes; production and cost datasets; game experiment transcripts. | |
| Social Sciences | Economics | Aggregation & Dynamics (Macroeconomic Systems) | Time series (GDP, CPI, interest rates); national accounts tables; productivity datasets; fiscal/monetary policy logs; labor-market flows; firm-level panels aggregated into macro measures; credit/financial aggregates; sectoral input–output matrices; survey expectation datasets. | |
| Social Sciences | Geography (Human) | Spatial Patterns & Spatial Analysis | Raster images; vector layers (points, lines, polygons); flow matrices; GPS traces; network graphs; spatial time-series; land-use classification tables; spatial-statistics outputs; 3D terrain models; remote-sensing spectral bands; urban morphology descriptors; high-resolution imagery tiles. | |
| Social Sciences | Geography (Human) | Mobility, Flows & Connectivity | OD matrices; GPS trajectories; flow networks; temporal mobility time-series; migration tables; congestion heatmaps; accessibility surfaces; network-topology graphs; real-time digital-communication logs; mode-share datasets; freight volumes; latency traces; remote-sensing maps of movement proxies (nightlights, vessel tracking). | |
| Social Sciences | Geography (Human) | Human–Environment Interaction & Landscape Modification | Raster land-cover datasets; NDVI time-series; sediment and soil composition tables; hydrology flow logs; pollutant concentration datasets; GIS shapefiles; LiDAR-derived elevation models; archaeological landscape maps; paleoenvironmental core sequences; environmental DNA reads; multi-sensor fusion outputs; time-series hazard datasets. | |
| Social Sciences | Geography (Human) | Place, Territory & Spatial Experience | Ethnographic field notes; interview transcripts; coded narrative datasets; participatory maps; GPS tracks; GIS territorial layers; boundary-marker inventories; spatial-experience audio/video logs; sensory-environment measurements; symbol catalogs; social-media geotag datasets; cognitive-map sketches; experiential time-series. | |
| Social Sciences | Linguistics | Phonetics & Phonology | Spectrograms, waveform files, articulatory-trajectory files, formant tables, pitch-tracking sequences, duration tables, phonological-feature matrices, perceptual rating datasets, phonotactic frequency tables. | |
| Social Sciences | Linguistics | Morphology | Annotated corpora; morpheme-segmentation files; paradigm tables; feature-specification matrices; allomorph distribution charts; productivity metrics; speaker-judgment datasets. | |
| Social Sciences | Linguistics | Syntax | Treebanks; dependency graphs; annotated corpora; judgment-rating tables; reaction-time datasets; eye-tracking scanpaths; ERP waveforms; feature-distribution tables; syntactic alternation lists. | |
| Social Sciences | Linguistics | Semantics | Truth-value judgment tables; entailment matrices; lexical-relatedness datasets; ambiguity-resolution logs; reaction-time files; ERP anomaly waveforms; semantic-type annotations; scope-disambiguation tables. | |
| Social Sciences | Linguistics | Pragmatics | Dialogue transcripts; pragmatic-judgment tables; ambiguity-resolution logs; discourse-relation annotations; referent-identification datasets; ERP waveforms for pragmatic violations; contextual-feature matrices; politeness-strategy coding. | |
| Social Sciences | Political Science | Political Institutions & Formal Political Order | Legislative roll-call matrices; constitutional and statutory text corpora; judicial decision datasets; executive decree logs; bureaucratic performance metrics; electoral-system parameters; institutional stability time series; governance index tables; expert-coded regime classifications. | |
| Social Sciences | Political Science | Political Behavior, Mobilization & Collective Action | Survey microdata; turnout/vote totals; protest-event logs; social-media text datasets; identity and ideology scales; longitudinal behavior records; network adjacency matrices; time-series mobilization indicators; coded qualitative reports. | |
| Social Sciences | Political Science | Governance, Policy Formation & State Capacity | Administrative records; budget and expenditure tables; regulatory-enforcement logs; civil-service rosters; procurement datasets; corruption investigations; implementation-compliance datasets; governance indicator panels; time series of policy outputs; crisis-response logs. | |
| Social Sciences | Political Science | International Relations & Global Order | Time-series data (military, economic, diplomatic); cross-sectional country datasets; event logs; network matrices (alliances, trade, IO voting); spatial conflict maps; treaty text corpora; sanctions episodes; escalation timelines; cyber incident reports; satellite-derived indicators. | |
| Social Sciences | Psychology | Cognitive Processes & Mental Architecture | Reaction-time datasets; accuracy matrices; gaze-tracking logs; EEG/ERP waveforms; fMRI activation maps; response curves; confidence distributions; coded reasoning transcripts; computational model parameters. | |
| Social Sciences | Psychology | Learning, Conditioning & Behavioral Mechanisms | Trial-by-trial logs, response-frequency tables, latency distributions, reinforcement histories, extinction curves, generalization gradients, discrimination matrices, coded behavioral videos. | |
| Social Sciences | Psychology | Emotion, Motivation & Affect Regulation | Time-series physiological data; emotion-rating tables; reaction-time logs; facial-action codes; hormone-level datasets; regulation-performance metrics; verbal self-reports; multimodal behavioral recordings. | |
| Social Sciences | Psychology | Development, Individual Differences & Psychometrics | Item-response matrices; factor-loading tables; reliability/validity datasets; score distributions; longitudinal growth tables; standardized norms; response-time logs; rating-scale summaries. | |
| Social Sciences | Sociology | Social Interaction Mechanisms | Transcripts, coded interaction sequences, emotion-rating tables, behavioral-frequency charts, audio/video segments, ethnographic notes, micro-pattern diagrams. | |
| Social Sciences | Sociology | Social Structure Mechanisms | Quantitative tables (income, wealth, mobility); network graphs; organizational charts; demographic distributions; stratification-index datasets; boundary maps; qualitative institutional fieldnotes. | |
| Social Sciences | Sociology | Social Network & Relational Dynamics | Adjacency lists; weighted graphs; communication-frequency matrices; temporal edge sequences; community-structure mappings; centrality tables; diffusion-cascade logs; coded relational transcripts. |