Are there any trait evaluation software tools that export cleanly to CSV and statistical analysis tools?

Yes. If you mean trait evaluation / phenotyping / breeding trial data capture tools, there are several that export cleanly to CSV and work well with R, Python, SAS, SPSS, JMP, Excel, and similar statistical tools.

Common options

• Field Book

  • Open-source Android app for field phenotyping
  • Exports to CSV
  • Widely used in breeding trials and trait scoring

• Breedbase / BMS-related tools

  • More breeding-database oriented
  • Usually supports CSV import/export and downstream analysis workflows

• ODK Collect / KoBoToolbox / SurveyCTO

  • General data collection tools often used for trait scoring forms
  • Export to CSV is straightforward
  • Good if you need customizable trait sheets

• Traits / phenotyping platforms with LIMS-style backends

  • Many commercial or institutional systems export tabular CSV or Excel data
  • Compatibility with stats tools is usually good, but quality depends on the system

• Excel-based trait scoring templates

  • Surprisingly common in agriculture and plant breeding
  • Clean CSV export if the template is well designed
  • Easy integration with R/Python if field names and codes are standardized

What to look for

To make sure export is “clean,” check for:

• one row per observation
• stable unique IDs for genotype/plot/plant/trait
• date/time and location fields
• controlled vocabularies for categorical traits
• no merged cells or multi-row headers
• direct CSV/TSV export without embedded formatting

Best fit by use case

• Field phenotyping / breeding trials: Field Book, Breedbase
• Custom trait forms: ODK / KoBoToolbox / SurveyCTO
• Lightweight manual collection: structured Excel templates

If you want, I can recommend tools based on your specific context, like:

• plant breeding
• animal traits
• human subject scoring
• lab sample metadata
• field phenotyping vs desktop data entry