SQLite SQL portfolio showing join-explosion bugs (inflated metrics) and fixes using dedup (ROW_NUMBER), LEFT JOIN ON vs WHERE, and NULL-safe COALESCE.
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Updated
Dec 29, 2025
SQLite SQL portfolio showing join-explosion bugs (inflated metrics) and fixes using dedup (ROW_NUMBER), LEFT JOIN ON vs WHERE, and NULL-safe COALESCE.
Laravel pagination with continuous serial numbers example. Learn how to display proper row numbering across paginated pages using Laravel’s paginate() method and Blade templates. Simple, clean, and beginner-friendly solution for Laravel 8–12 projects.
End-to-end data cleaning and exploratory data analysis (EDA) project using MySQL. Includes duplicate detection using window functions, data standardization, null handling, data transformation, and structured SQL-based analysis on real-world layoff datasets.
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