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Create a summary report #728

@dialvarezs

Description

@dialvarezs

Description of feature

Follow-up to #725.

It might be helpful to generate a proper summary report using Quarto/Rmd as a more accessible way to explore the results of mag. The report could be similar to the one implemented in ampliseq (Example: https://nf-core-awsmegatests.s3-eu-west-1.amazonaws.com/ampliseq/results-8f139cecd95a23920617f2c2b154733494ed4562/summary_report/summary_report.html)

This report could include:

  • Pre-processing statistics
  • Graphical assembly statistics
  • Binner comparisons:
    • Number of bins at different quality thresholds
    • Scatter plots of completeness/contamination, colored by binner
    • Taxonomy by binner
  • GTDB/CAT taxonomy overview for bins:
    • Sankey plots?
  • K-mer plots, similar to those in this article

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