Plotivy for your research

Specialized visualization and analysis tools tailored for your research domain. Explore how Plotivy accelerates your specific scientific workflow.

Disciplines(24)

Astronomy & Astrophysics

Stellar classification, celestial mapping, and cosmic data analysis.

Hertzsprung-Russell (HR) DiagramSky Map (Mollweide Projection)

Expert Curated

Atmospheric & Climate Science

Expert-curated pressure charts, barometric tendency plots, and weather visualization with real NCEP data.

Pressure Anomaly (Fill Between)Daily Pressure RangeBarometric Tendency+4

Bioinformatics & Genomics

Gene expression analysis, GWAS results, and clustering visualizations.

Volcano PlotManhattan PlotClustered Heatmap+2

Biology

Growth curves, dose-response workflows, and experimental biology visualization.

Growth Curve Comparison

Chemistry

Spectra, kinetics, titration curves, and analytical chemistry reporting.

Reaction Kinetics PlotArrhenius PlotCyclic Voltammogram+9

Clinical Research

Trial reporting, safety analysis, and clinical trials.

CONSORT DiagramSwimmer PlotNumber Needed to Treat

Ecology & Environmental

Biodiversity metrics, species accumulation, and environmental monitoring.

Species Accumulation CurveRank Abundance Curve

Engineering & Control Systems

System stability analysis, frequency response, and control theory.

Bode PlotNyquist Plot

exploratory-vs-explanatory-analysis preview

Exploration Explanation

Move fast from first-look exploration with guided suggestions to story-ready visuals that communicate the key takeaway.

Exploratory Data ScanPattern DiscoveryExplanatory Storytelling Chart

Finance & Quantitative Analysis

Market trend analysis, risk assessment, and financial modeling.

Renko ChartWaterfall Chart

Fluid Dynamics (CFD)

Flow visualization, streamlines, and vector fields.

3D StreamlinesVector Field (Quiver Plot)

Geology & Earth Science

Stereonets, ternary plots, and soil classification diagrams.

Stereonet (Stereographic Projection)Ternary Plot

Hydrology

Water resource management, flow duration, and hydrographs.

Flow Duration CurveHydrographHydrograph+1

Linguistics & NLP

Syntax trees, dependency parsing, and text structure visualization.

Dependency Parse TreeSyntax Tree (Constituency Parse)

Machine Learning & AI

Model performance metrics, dimensionality reduction, and clustering.

ROC-AUC Curvet-SNE / UMAP ProjectionConfusion Matrix

Materials Science

Phase diagrams, crystallography, and material properties.

Ternary Phase DiagramPole FigurePhase Diagram+12

Neuroscience

Spike rasters, LFPs, and psychometric analysis.

Spike Raster PlotPeristimulus Time HistogramTuning Curve+3

Particle Physics

High energy physics plots, ratio plots, and event displays.

Ratio Plot (The 'LHC' Plot)

PCA

Principal component analysis for dimensionality reduction and sample structure.

PCA Score Plot

Photonics & Spectroscopy

Optical spectra, bandgap analysis, and signal interpretation workflows.

Absorption Spectrum AnalysisReflectance Spectrum

Reliability Engineering

Failure analysis, survival curves, and probability plotting.

Weibull Probability PlotKaplan-Meier Survival Curve

Scientific Data Visualization

Publication-ready figures, statistical analysis, and reproducible workflows for general research.

Publication Quality FiguresStatistical RegressionMulti-Panel Figures

Social Network Analysis

Network graphs, community detection, and relationship mapping.

Sociogram (Force-Directed Graph)Adjacency Matrix Heatmap

Urban Planning

Geospatial analysis, isochrone maps, and voronoi tessellations.

Isochrone MapVoronoi Tessellation (Geospatial)

Specialized Chart Types(46)

Statistical & Distribution(4)

Box and Whisker Plot

Create a box plot in Python to compare distributions using quartiles, medians, whiskers, and outliers.

Violin Plot

Combines box plots with kernel density to show distribution shape across groups.

Heatmap

Represents data values as colors in a two-dimensional matrix format.

Volcano Plot

Scatter plot combining statistical significance (-log10 p-value) with effect magnitude (log2 fold-change) to identify differentially expressed genes or proteins.

Flow & Hierarchical(2)

Sankey Diagram

Flow diagram where arrow widths are proportional to flow quantities.

Dendrogram showing hierarchical clustering of species

Tree Diagram

Represents hierarchical structures in a branching tree format.

Neuroscience(6)

Spike Raster Plot

Create a spike raster plot in Python to display neural firing times across trials or neurons, align events to stimulus onset, and inspect firing patterns.

Peristimulus Time Histogram

Learn how to create a peristimulus time histogram (PSTH) in Python by aligning spike counts to stimulus onset and normalising them into a firing-rate estimate.

Tuning Curve

Create a neuronal tuning curve in Python to plot mean firing rate across stimulus values, show uncertainty, and fit a Gaussian or von Mises response model.

Local field potential trace showing a continuous voltage waveform over time with oscillatory activity and clearly labelled amplitude and time axes

LFP Trace

Create an LFP trace in Python with Matplotlib to show raw or filtered local field potential voltage over time, including stacked multi-channel recordings.

Psychometric Function

Learn how a psychometric function in Python visualises proportion-correct or hit-rate data across stimulus intensity with a fitted sigmoidal curve.

Connectivity Matrix

Learn how a connectivity matrix in Python uses a square heatmap to show pairwise connection strengths between brain regions or network nodes.

Physics(5)

Phase Diagram

Displays thermodynamic stability regions and phase boundaries as a function of temperature, pressure, or composition.

3D Fermi surface isosurface inside the first Brillouin zone of a face-centered cubic metal rendered with surface shading

Fermi Surface Plot

Visualizes the constant-energy surface in reciprocal space that separates occupied from unoccupied electronic states at absolute zero.

Dispersion Relation Plot

Plots energy or frequency as a function of wave vector along high-symmetry paths in the Brillouin zone.

Electronic band structure of a semiconductor showing valence and conduction bands along high-symmetry k-path with highlighted band gap

Band Structure Plot

Displays the allowed electronic energy levels as a function of crystal momentum, revealing the band gap, effective masses, and band topology.

Magnetic hysteresis M-H loop showing a closed rectangular loop with annotated coercivity, remanence, and saturation magnetization

Hysteresis Loop

Plots magnetization as a function of applied magnetic field, forming the characteristic closed loop that quantifies coercivity, remanence, and saturation.

Materials Science(11)

$XRD diffraction pattern showing intensity versus 2-theta angle with labeled Miller index peaks for a crystalline material$

XRD Pattern

Displays X-ray diffraction intensity versus 2-theta angle with labeled Bragg reflections for crystal phase identification and structural analysis.

Tauc Plot

Plots (alpha*h*nu)^n versus photon energy to extract the optical band gap by linear extrapolation of the absorption edge.

$Stress-strain curve showing elastic region, yield point, plastic region, ultimate tensile strength, and fracture point with annotations$

Stress-Strain Curve

Displays mechanical stress versus strain from tensile testing, annotating elastic modulus, yield point, ultimate tensile strength, and fracture.

Arrhenius Plot

Plots the natural logarithm of rate constant versus inverse temperature to extract activation energy from the linear slope.

Particle Size Distribution

Displays the frequency or volume-weighted distribution of particle diameters, typically fitted with log-normal or Gaussian models.

Pore Size Distribution

Displays the differential pore volume versus pore diameter derived from gas adsorption isotherms using BJH or DFT methods.

Nyquist impedance plot showing a semicircle in the high-frequency region and a Warburg diffusion tail at low frequencies with equivalent circuit overlay

Impedance Spectrum

Displays electrochemical impedance data as Nyquist (-Z'' vs Z') and Bode (|Z| and phase vs frequency) plots for equivalent circuit analysis.

Cyclic Voltammogram

Displays current versus potential from cyclic voltammetry experiments, revealing redox peaks, electrochemical windows, and electrode kinetics.

Reflectance Spectrum

Plots optical reflectance as a function of wavelength, revealing absorption edges, interference fringes, and plasmonic resonances in optical materials.

M-T magnetization versus temperature curve showing ZFC and FC branches with a Curie temperature marked at the magnetic transition

Magnetization Curve

Plots magnetization versus temperature (M-T) or field (M-H) to reveal magnetic ordering temperatures, saturation, and phase transitions.

Strain Mapping

Visualizes spatially resolved strain fields as 2D color maps from digital image correlation (DIC), EBSD, or finite element simulations.

Chemistry(9)

NMR Spectrum

Visualize NMR spectroscopy data as intensity versus chemical shift (ppm) with annotated peaks.

Mass Spectrum

Plot m/z ratio against relative intensity as a vertical stick spectrum for mass spectrometry data.

UV-Vis absorption spectrum showing absorbance versus wavelength in nm with annotated lambda max peak

UV-Vis Spectrum

Visualize ultraviolet-visible absorbance or transmittance as a function of wavelength with lambda max annotation.

Raman Spectrum

Plot Raman scattering intensity against Raman shift (cm-1) with baseline correction and annotated characteristic peaks.

FTIR infrared spectrum showing percent transmittance versus wavenumber in cm-1 with labeled functional group absorption bands

FTIR Spectrum

Plot FTIR infrared transmittance or absorbance against wavenumber with annotated functional group regions.

Titration Curve

Plot pH against titrant volume to visualize acid-base titration with equivalence point and buffer region annotations.

Chromatogram

Visualize HPLC or GC chromatography detector response versus retention time with peak identification and area integration.

Reaction Coordinate Diagram

Plot potential energy against reaction coordinate to visualize activation barriers, transition states, and reaction intermediates.

$Chemical speciation diagram showing fractional concentrations of multiple species plotted against pH as smooth overlapping curves summing to 1$

Speciation Diagram

Plot the fractional distribution of chemical species as a function of pH or ligand concentration using equilibrium speciation calculations.

Biology & Bioinformatics(2)

Gene ontology bubble chart showing top 20 enriched biological process terms colored by adjusted p-value and sized by gene count

Gene Ontology Plot

Bubble or horizontal bar chart displaying enriched Gene Ontology terms, encoding adjusted p-value by color and gene count by bar length or bubble size.

Circos Plot

Circular layout diagram displaying genomic features, inter-chromosomal links, and data tracks around a circular ideogram of chromosomes.

Clinical & Medical(4)

Kaplan-Meier survival curves comparing two treatment groups with shaded confidence intervals and censoring marks

Kaplan-Meier Plot

Step-function survival curves showing the probability of event-free survival over time, with censoring marks and confidence interval bands.

CONSORT flow diagram showing participant flow through stages of screening, enrollment, randomization, follow-up, and analysis

CONSORT Diagram

Generate a CONSORT-compliant flow diagram showing patient enrollment, randomization, follow-up, and analysis for clinical trials.

Swimmer Plot

Visualize individual patient treatment duration, tumor response, and clinical events as horizontal bars sorted by duration.

Number Needed to Treat

Visualize number needed to treat (NNT) and number needed to harm (NNH) with confidence intervals across outcomes or treatment comparisons.

Environmental & Earth Sciences(3)

Sequence of vertical stripes transitioning from deep blue to deep red representing increasing annual temperature anomalies over decades

Climate Stripes

Climate stripes show annual temperature anomalies as a sequence of blue-to-red vertical bars across years.

Hydrograph

A hydrograph shows river discharge over time, with inverted precipitation bars to compare rainfall and streamflow.

Log-probability plot of annual maximum streamflow values with fitted Gumbel distribution curve and return period axis

Exceedance Probability Plot

Plot ranked annual maxima against empirical exceedance probability or return period to examine extreme values and a fitted curve.

High-Intent SEO Guides

These pages focus on the searches researchers actually make when they need a specific figure type, validation plot, or diagnostics workflow.

Don't See Your Field?

Plotivy works with any scientific data. If you have a specific use case, we'd love to hear about it and help you get started.

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