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examples: add a pandera interoperability recipe (validate + repair) #160

Description

@JohnnyWilson16

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

  • The script runs top-to-bottom on a small inline DataFrame with no external data.
  • It shows a pandera schema check before and/or after fd.clean(df).
  • The example is indexed in examples/README.md.

Difficulty / skills

good first issue — Python, pandas, basic pandera. Great first PR; see CONTRIBUTING.md and the contributor roadmap.

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    examplesExample notebooks and recipesgood first issueGood for newcomershelp wantedExtra attention is needed

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