Problem
The docs contrast freshdata with Great Expectations, ydata-profiling, and sweetviz, and recipes exist or are requested for those tools (#7, #8, #9). But pandera — one of the most common pandas schema-validation libraries — is never mentioned, and there's no recipe showing how the two fit together.
Expected outcome
A short, runnable recipe showing pandera validating a schema while freshdata repairs the data — framed as complementary (validate vs. repair), the same framing used for Great Expectations.
Relevant files
- New
examples/pandera_recipe.py
- An entry in
examples/README.md
- Optionally a short paragraph in
docs/faq.md
Acceptance criteria
Difficulty / skills
good first issue — Python, pandas, basic pandera. Great first PR; see CONTRIBUTING.md and the contributor roadmap.
Problem
The docs contrast freshdata with Great Expectations, ydata-profiling, and sweetviz, and recipes exist or are requested for those tools (#7, #8, #9). But pandera — one of the most common pandas schema-validation libraries — is never mentioned, and there's no recipe showing how the two fit together.
Expected outcome
A short, runnable recipe showing pandera validating a schema while freshdata repairs the data — framed as complementary (validate vs. repair), the same framing used for Great Expectations.
Relevant files
examples/pandera_recipe.pyexamples/README.mddocs/faq.mdAcceptance criteria
DataFramewith no external data.fd.clean(df).examples/README.md.Difficulty / skills
good first issue— Python, pandas, basic pandera. Great first PR; see CONTRIBUTING.md and the contributor roadmap.