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    Data Analysis
    VS Code
    Github
    PostgreSQL

    Data-Context Chat Mode for Faster Analysis

    Nimrod Fisher

    Problem

    Analysts lose hours because chat-based tools don’t know the data. Prompts miss table context, synonyms, and relationships. Queries get rewritten repeatedly. Results aren’t explainable. The analysis loop stalls: fetch schema manually, guess joins, rerun, copy to notebooks, summarize by hand.

    Solution

    A dedicated “Data Analysis” chat mode in VS Code that is context-aware by design. It auto-reads schema.yml (tables, columns, glossary, relationships), samples distributions to learn the data’s shape, then generates explainable SQL, runs it, and summarizes results in one place.

    Walkthrough