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Add Formula Column

Use columns A, B, etc. with +, -, *, /, ^, parentheses, log10, sin, cos, sqrt, or exp. sin and cos use radians.
Examples: A/100, sqrt(A^2+B^2), der(B,A), -der(B,A), tauc(direct-allowed). Tauc types: direct-allowed, direct-forbidden, indirect-allowed, or indirect-forbidden.

Multi-X and Multi-Y Line Chart

Cite This in Your Publication

Multi-X and Multi-Y Line Chart - InstaNANO. https://instanano.com/online-graph-plotter/graph-type/line-multi-x-y/ (accessed August 28th, 2026).

Create a Multi-X and Multi-Y Line Chart online with InstaNANO

The InstaNANO Graph Plotter can create a multi-x and multi-y line chart directly in your browser. The interactive graph above is already initialized with example data. Replace those values with your own table, assign the supported column roles, adjust the graph settings, and inspect the result on the same page.

A multi-X and multi-Y line chart gives each X–Y block its own horizontal and vertical scale. Use it for synchronized display of related measurements whose units and domains are both different.

Required data columns and series controls

Column roleSupported layoutHow InstaNANO uses it
X-axisOne numeric column at the start of each data blockStarts a new X–Y series block.
Y-axisOne or more numeric columns after that X-axisEach enabled Y-axis is paired only with the X-axis in its own block.

The Color and Name rows apply to each Y-axis series. Use a new X-axis column before a series that needs its own horizontal coordinate or unit.

How to make this graph

  1. Start with the working example. Review the graph and table loaded above so the relationship between the columns and plotted marks is visible before you replace the values.
  2. Enter or paste your data. Keep the columns in the supported order shown in the table below the graph. Use the Axis row to assign each column’s role.
  3. Name and distinguish the series. Where the current graph supports them, use the Name row for the displayed series label and the Color row for its color.
  4. Check the scientific context. Add meaningful axis titles and units, review scale choices, and confirm that row order, missing values, uncertainty columns, or normalization match the intended interpretation.
  5. Refine and export. Use the available graph controls described below. When the figure is ready, sign in to export a PNG with Download Graph or preserve an editable .instanano file with Save Project.

What the loaded example demonstrates

The loaded table contains two X–Y blocks: “Temperature Response” and “Time Response”. It is intended to show that each pair can retain its own horizontal coordinate.

What InstaNANO calculates and renders

Each X-axis column begins a series block and each associated Y-axis column supplies a line. The preset initializes separate X and Y scales for the rendered series.

Multi X Scales and Multi Y Scales are initialized, in addition to standard Cartesian axes and per-series styling.

Scientific instruments and research data suited to this graph

Use it to inspect the shape and sequence of heterogeneous measurements, such as time-dependent current beside temperature-dependent response, without forcing either quantity onto an unsuitable scale.

Broad instrument and data coverage

  • Multi-technique experiments: Synchronized optical, thermal, electrical, electrochemical, mechanical, or environmental signals collected during one experiment but expressed in different units or ranges.
  • Spectroscopy and diffraction series: XRD, Raman, FTIR, UV–visible, photoluminescence, XPS, NMR, EELS, or EDS profiles that require separate X domains, separate Y scales, or both.
  • Microscopy-derived and metrology profiles: AFM or profilometer line scans, SEM/TEM/STEM intensity profiles, particle trajectories, and elemental line scans recorded over different distances or with different response units.
  • Thermal and coupled-property measurements: TGA/DTG, DSC/DTA, DMA, temperature, mass, heat-flow, dimensional-change, and conductivity channels compared across a shared or separate experimental coordinate.
  • Process, sensor, and computational data: Multi-sensor time series, reactor variables, environmental monitoring channels, multiphysics outputs, and simulation curves whose coordinate domains should not be forced onto one scale.

Representative questions for this exact graph

  • Heterogeneous instrument outputs whose X and Y units both differ.
  • A time-dependent electrical trace displayed beside a temperature-dependent optical response.
  • Related process profiles that require independent coordinate domains but benefit from synchronized inspection.

This coverage is not limited to the instruments named above. InstaNANO can plot other experimental, microscopy-derived, computational, simulation, and processed research data when the required column roles are present and this graph’s encoding is scientifically appropriate.

Data checks before interpretation

  • Label the units of every X–Y block; separate scales do not make different coordinates numerically equivalent.
  • Keep each Y series beside the X column that actually belongs to it.

Frequently asked questions about Multi-X and Multi-Y Line Chart

Can slopes or distances be compared across independent X and Y scales?

This display is for coordinated visual inspection, not numerical comparison across axes. Differences in scale can change the apparent steepness or timing of curves.

Can I plot data from instruments or research workflows not listed here?

Yes. The instrument and dataset examples on this page are representative rather than a fixed compatibility list. InstaNANO can create a multi-x and multi-y line chart from other experimental, computational, simulation, and processed research data when the table follows these roles: X-axis (one numeric column at the start of each data block), Y-axis (one or more numeric columns after that x-axis). Microscopy use refers to numeric profiles, coordinates, dimensions, counts, intensities, distributions, or map values extracted from images; the graph does not convert a raw micrograph into numerical data.

Can I use this multi-x and multi-y line chart in a publication, thesis, report, poster, or presentation?

Yes, after scientific and visual review. InstaNANO can be used to prepare a multi-x and multi-y line chart for a journal manuscript, thesis or dissertation, technical report, poster, conference slide, classroom presentation, or other formal scientific communication. After sign-in, Download Graph exports a PNG, defaults to 600 dpi, and offers a transparent-background option. For this graph, label every X and Y unit clearly and make it visually unambiguous that separate axes or scales are not directly interchangeable. Also check final dimensions, font size, line and symbol weight, color accessibility, caption content, and the destination’s required file format. The current export is PNG, so a journal that requires TIFF, EPS, PDF, SVG, or another format needs a journal-specific workflow. InstaNANO supports figure preparation, but it cannot guarantee that a journal, conference, institution, or publisher will accept a figure.

Choose Multi-X Line Chart when Y values can share one scale, or separate figures when comparison across distinct axes would be misleading.

Plot your data or compare graph types

Edit the loaded Multi-X and Multi-Y Line Chart example above to test your own values. If this encoding does not match the scientific question, compare the complete graph-type directory or return to the online graph plotter.

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