User-defined tabular mapping

Custom Data Playground

Load an unfamiliar CSV, TXT, TSV, XLSX, or XLS file, inspect the parsed table, and preview a graph before treating the file as a reusable template.

Open Custom Data Playground

Supported formats

.csv, .txt, .tsv, .xlsx, .xls

Available analysis features

  • Table Preview

    Inspect parsed CSV, TXT, TSV, XLSX, or XLS rows, review detected numeric columns, and preview the first X/Y graph before deciding how to map the file.

    Custom Data shows readable rows and columns first. It does not treat the file as a validated scientific measurement until a domain adapter verifies the required fields.

What this tool can review

  • Tabular source preview

    Read CSV/TXT/TSV tables and the first readable sheet from XLSX/XLS workbooks, then show parsed rows, columns, row count, column count, and numeric-column candidates.

  • Default X/Y graph preview

    Select the first detected numeric X/Y pair for an initial graph so the user can see whether the file structure is usable.

  • Mapping workflow scaffold

    Expose the intended sidebar flow for source selection, axis mapping, fitting mode selection, and template saving before persistence is connected.

  • Template-first safety boundary

    Treat custom templates as file-shape mappings, not as validated scientific parsers, until a domain adapter checks all required inputs.

Typical use cases

  • Inspect unsupported tabular measurement files before choosing a scientific analysis tab.
  • Preview which rows and columns the app can read from a low-confidence upload.
  • Prepare reusable X/Y mapping templates for recurring equipment-specific exports.
  • Avoid silently forcing unknown files into IV, EQE, XPS, UPS, or other domain workflows.

FAQ

Is Custom Data a replacement for the scientific analysis tabs?

No. Custom Data is a safe preview and mapping area for unfamiliar tables. Domain-specific calculations still require a validated analysis adapter.

Can this save a reusable template?

Template saving is planned. The current first slice shows the intended workflow and preview UI before persistence is connected.

How are my files handled?

Files uploaded to this analysis tool are processed in the current browser session for graph conversion and analysis. The tool does not send files outside or save them without user permission.

Supported workflow

  • Graph Conversion currently previews CSV/TXT/TSV text tables and the first readable sheet from XLSX/XLS workbooks.
  • The source preview shows parsed rows, columns, numeric-column candidates, and a default X/Y graph preview.
  • Mapping, fitting, and template-save controls are visible as the planned workflow, but their editing and persistence behavior are deferred.
  • Custom Data mappings do not become scientific IV, EQE, XPS, UPS, or other domain results until a domain adapter validates the required inputs.