Task that generates the Constellab Bioprocess Dashboard app. This dashboard provides visualization and analysis capabilities for Constellab Bioprocess data.

The Constellab Bioprocess Dashboard is a Streamlit application designed for fermentation data analysis and visualization from fermentors instruments. It provides an interactive interface for processing, analyzing, and interpreting data from fermentors experiments through various analytical workflows.

The aim is to simplify the use of the fermentors data processing by providing an application that makes uploading, processing, and visualizing fermentation data easier.

Features:

• File Upload Interface: Upload Excel files generated by fermentors
• Data Processing: Automated processing using BiolectorXT task
• Data Quality Assessment: Identification of missing values and incomplete datasets
• Interactive Selection: Choose specific samples for detailed analysis
• Data Visualization: Multiple chart types including time series, box plots, histograms, and scatter plots
• Statistical Analysis: Descriptive statistics and data summaries
• Batch Analysis: Compare different fermentation batches and culture conditions

The dashboard automatically processes uploaded files, identifies data quality issues, and provides an intuitive interface for selecting and visualizing specific datasets of interest for detailed analysis.