Bioreactor Data Dashboard

CSV Visualizer for Fermentation Data
Your data stays in your browser — nothing is uploaded to our servers.
Drop CSV or TSV file here
or click to browse · Max 50 MB · Comma, Tab, Semicolon, Pipe delimiters
Or try a demo dataset (single-run)
Comparing 3+ runs to find a failed batch?
This dashboard is built for single-run visualisation with derived metrics. To overlay multiple runs against a golden batch envelope and find which variable caused a deviation, use the Golden Batch Analysis tool.
Frequently Asked Questions
What CSV format does this tool accept?▼
This tool accepts standard CSV and TSV files with a header row. It auto-detects delimiters (comma, tab, semicolon, pipe). Your first row should contain column names. The tool will auto-map common bioreactor column names like Time, DO, pH, Temperature, VCD, Viability, Glucose, Lactate, Titer, and Osmolality. You can also manually assign columns after upload. Maximum file size is 50 MB.
Is my data uploaded to your servers?▼
No. All data processing happens entirely in your browser using client-side JavaScript. Your CSV files are never uploaded to any server. No data leaves your device. This tool works completely offline after the page loads. Your proprietary fermentation data remains 100% private and secure.
What bioreactor systems are supported?▼
This tool works with CSV exports from any bioreactor system including Sartorius Biostat, Eppendorf BioFlo, Applikon (Getinge), Infors HT Multitron, Solaris Biotechnology, Pall Allegro, Thermo Fisher HyPerforma, and ambr systems. As long as your data is in CSV or TSV format with time-series columns, it will work.
How are specific rates calculated?▼
Specific growth rate (μ) is calculated from the natural log of VCD over time using linear regression during exponential phase. Specific glucose consumption (qGlc) and specific lactate production (qLac) are calculated as the rate of change of metabolite concentration divided by average VCD over each time interval. Specific productivity (qP) is the rate of titer change divided by VCD, expressed in pg/cell/day. IVC uses trapezoidal integration.
Can I compare multiple runs?▼
Yes. Click the "Add Another Run" button to upload additional CSV files. Up to 5 runs can be overlaid on the same charts with different colors. Each run appears in the legend with an editable name. You can toggle individual runs on and off to compare specific conditions.
How do I export my dashboard?▼
Three export options are available: (1) Export Charts PNG downloads each chart as a high-resolution PNG image. (2) Export Report generates a formatted text summary with key metrics including growth rate, peak VCD, final titer, and specific rates. (3) Export CSV downloads your data with additional columns for derived metrics.
When should I use this vs the Golden Batch Analysis tool?▼
Use this Bioreactor Data Dashboard when you have one run (or two to five for side-by-side overlay) and want to see the complete process state with derived rate metrics (μ, qGlc, qLac, qP, IVC). Use the Golden Batch Analysis tool when you have three or more runs and want to build a golden batch envelope (mean ± sigma), align batches on biological events when durations differ, and identify which variable caused a deviation via z-score contribution. The dashboard is your microscope for one run. Golden Batch Analysis is your microscope for a cohort.
What organism demo datasets are included?▼
Five organism-specific demo datasets ship with the tool so you can explore it without uploading proprietary data: (1) CHO Fed-Batch 14-day mAb production with temperature shift, lactate metabolic shift, and ~3 g/L titer. (2) E. coli Fed-Batch 14-hour BL21 high cell density with IPTG induction at 7h and temperature shift to 28°C. (3) Pichia Methanol Induction 96-hour MutS phenotype with glycerol batch, glycerol fed-batch transition, and 66-hour methanol induction phase. (4) Sf9 BEVS 120-hour baculovirus run with MOI 3 infection at 24h and post-infection viability decline. (5) Perfusion CHO 21-day steady-state at 22e6 cells/mL with low lactate. Each demo uses deterministic seeded randomness so the data is reproducible across page loads.

About the Bioreactor Data Dashboard

The Bioreactor Data Dashboard is a free, browser-based visualization tool for single-run fermentation and cell culture data analysis. Upload a CSV export from any bioreactor system. Sartorius Biostat, Eppendorf BioFlo, Applikon, Infors HT, ambr, Pall Allegro, or Thermo HyPerforma. Then instantly generate publication-quality time-series charts for dissolved oxygen (DO), pH, temperature, viable cell density (VCD), viability, glucose, lactate, titer, and osmolality. Five demo cohorts (CHO mAb fed-batch, E. coli IPTG induction, Pichia methanol induction, Sf9 BEVS, perfusion CHO) let you explore the tool before uploading your own data.

All data processing happens client-side in your browser. No data is uploaded to any server, making this tool safe for proprietary and confidential bioprocess data. The dashboard automatically calculates derived metrics including specific growth rate (μ), specific glucose consumption rate (qGlc), specific lactate production rate (qLac), specific productivity (qP), and integral of viable cells (IVC).

When to use this vs the Golden Batch Analysis tool: Use this dashboard when you have one run and want to visualise the full process state plus derived rate metrics. Use the Golden Batch Analysis tool when you have three or more runs and want to overlay them against a golden batch envelope to find which variable caused a deviation. The two tools share the same five organism demos so you can pivot from single-run inspection to cross-run comparison with the same mental model. Both pair with our growth curve fitter, fed-batch calculator, and DOE generator for end-to-end bioprocess development.