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Why switch from Excel to Polars or a Database?
Excel is great for small tasks, but when it comes to processing large datasets, it quickly becomes slow and cumbersome. Using a real database like Postgres is far more efficient for storing, querying, and managing data—plus, it can handle millions of rows reliably.
Real comparison:
- Excel: Processing 100,000 rows can take minutes and often crashes.
- Postgres (Database): Handles millions of rows, queries 100,000 rows in seconds, but slower than Polars for analytics.
- Polars (Python): The same operation takes less than a second, even with millions of rows.
Both Polars and Postgres are far superior to Excel for any serious data work, and you can still use Excel for working documents if needed while adopting these free, open-source tools.
Stop waiting for Excel to catch up—let us help you switch to Polars, Postgres, and supercharge your data workflows!