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Getting Started with Excel for Data Analytics: From Basics to Data Cleaning

Introduction Microsoft Excel is the most popular tool for data work and analysis. Its user-friendly environment makes it easy to understand, organize, clean, and explore data. For a data analyst or scientist, knowing how to work with Excel goes beyond entering information into cells. Excel can be used to inspect datasets, identify errors, standardize values, filter records, sort information,…

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Stop OCRing Every PDF: Route It First with pdf-inspector

OCR is often the most expensive and slowest step in a document-ingestion pipeline. The frustrating part is that many PDFs already contain usable text, yet a naive pipeline sends every document through…

  • pdfinspector classifies PDFs as TextBased, Scanned ImageBased, or Mixed.
  • The tool extracts native text locally when available, routing only pages needing OCR.
  • pdfinspector outputs Markdown for search indexing and LLM/RAG pipelines.

A static analysis rule written from a spec is a hypothesis

Last week I shipped a tool that predicts which ComfyUI custom nodes will break on your next git pull . It answered one question: does every name a pack imports still exist upstream?

  • ComfyUI tool predicts node pack breakage after latest changes
  • Static analysis rule identifies ImportError errors in packs
  • Tool adds commit/PR/release info to issues, not just bug detection

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