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Automated Report and Figure Generation

From raw recording to publication-ready figures in one click

Formatted PDF reports with trajectory plots, heatmaps, summary statistics tables, and group comparison bar charts — generated automatically from tracking results.

Automated Report and Figure Generation
PDF
Report format (vector)
Auto
Group comparison plots
5+
Report templates
1-click
Generation workflow
The problem

CSV export is just the beginning of a multi-hour figure pipeline

After analysis, researchers export CSV files, import them into statistics software, generate plots in a graphing tool, and assemble figures in a layout application. This pipeline takes hours per experiment and produces inconsistent figure styles across lab members.

  • CSV-to-figure pipeline involves 3-4 separate software tools per experiment
  • Figure formatting varies across lab members — inconsistent styles in publications
  • Group comparison plots require manual cohort assignment and statistical calculation
The solution

Automated report generation from tracking results

ConductVision generates formatted PDF reports directly from analysis results. Reports include trajectory plots, cumulative heatmaps, summary statistics tables, and group comparison charts with consistent formatting.

  • PDF reports with vector graphics — publication-ready resolution at any size
  • Group comparison charts (bar, box, violin) with automatic cohort assignment
  • Customizable report templates for different paradigms and publication requirements
Endpoints

Report outputs

Individual session report

Individual session report

Per-animal report with trajectory plot, heatmap, zone occupancy summary, and all dependent variables in a formatted table.

PDF
Group comparison report

Group comparison report

Multi-group comparison with bar/box plots, summary statistics, and effect sizes for all dependent variables.

PDF
Figure panel export

Figure panel export

Individual figure panels (trajectory, heatmap, chart) exported separately as vector SVG or high-resolution PNG for custom figure assembly.

SVGPNG
Applications

Report generation scenarios

Publication

Journal-ready behavioral figures

Generate consistent, high-quality figures matching journal specifications — vector format, proper resolution, standardized styling.

Measures
  • Vector PDF output
  • Consistent styling
  • Journal-spec compliance
Progress reporting

Grant and lab meeting reports

Quick summary reports for weekly lab meetings or grant progress updates — generated in seconds, not hours.

Measures
  • Generation speed
  • Summary statistics
  • Visual clarity
Regulatory

GLP study reports

Standardized report format for regulated studies — consistent across animals, sessions, and experimenters.

Measures
  • Format consistency
  • Audit compliance
  • Parameter documentation
Collaboration

Multi-site data sharing

Standardized reports enable consistent data presentation across collaborating sites.

Measures
  • Cross-site consistency
  • Template sharing
  • Format standardization
Compared to typical systems

How ConductVision differs

FeatureConductVisionTypical systems
Report generationOne-click from resultsManual multi-tool pipeline
Figure formatVector PDF (publication-ready)Raster screenshots
Group comparisonsBuilt-in with auto cohort assignmentManual in external software
Report templatesMultiple paradigm-specific templatesNo templates
Consistency across usersIdentical formatting guaranteedVaries by lab member

Generate your first report in under a minute

Run an analysis and click Report — publication-ready figures delivered as PDF.