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Filter order records by a given start date using direct string comparison.
Aggregate net profit (sell price minus cost) grouped by a specified pivot column.
Identify the group with the maximum total profit, breaking ties lexicographically.
What This Tests
Hash Map aggregation and lookup
String-based date comparison without parsing libraries
Dynamic column indexing from headers
Tie-breaking conditional logic
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Hashing
Sorting
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