How to pick which task to automate first
Most automation projects fail because the wrong task was chosen, not because the code was bad. Here is the arithmetic that says whether a t…
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Merging twelve monthly sales files into one clean sheet
Twelve monthly exports, slightly different headers, some duplicate invoices and no branch column. How to stack them correctly in the browse…
The data cleaning checklist I run before any analysis
Profile first, fix types second, and handle missing values by asking what the blank means rather than reaching for fillna(0). The seven-ste…
Getting text and tables out of a PDF: what works, what needs OCR
A digital PDF gives up its text exactly; a scan gives up nothing. Learn to tell them apart in five seconds, extract tables to Excel, run th…
Five Python jobs that save a small business a day a week
Five automations you can build in an afternoon each: merging daily sales exports, emailing a PDF summary, filing scanned invoices, watching…