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I used to hate complex spreadsheet formulas and then I found Python in Excel

Excel is my database, Python is my brain.
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8 open-source apps that save money and beat their paid alternatives

Be more productive and save money on app and subscription fees.
Analytics Insight

Pandas vs Polars vs DuckDB: What Data Scientists Should Use in 2026

Overview Each tool serves different needs, from simplicity to speed and SQL-based analytics workflows.Performance differences ...