The right place to deal with external data is at the boundary, the moment you first ingest it. Validate it, normalize it, sanitize it there, not two services later when the damage is already done and the error message is "invalid column count on row 4,721."
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First attempt with buggy code already hit 88% accuracy (later optimized to 85%)
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