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Add competitor analysis table and benchmark documentation #83

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@JohnnyWilson16

Add benchmarks/competitor_analysis.md and docs/benchmarks.md. Cover pandas, pyjanitor, Great Expectations, Soda, dbt, AWS Glue Data Quality, Google Dataplex, OpenRefine, Dedupe, ydata-profiling, sweetviz, and cleanlab. Be factual. Only claim FreshData wins on dimensions confirmed by the harness.

Implemented in #76.

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