Python Data Analysis Pack

Pandas / DuckDB / Plotly recipes, EDA prompts, statistical-test cookbook, and the SQL→pandas idioms you keep googling.

Built for analysts and data scientists who pair with AI for half their notebooks. Replaces the constant 'how do I do this in pandas' loop.

包含哪些内容

• Pandas / DuckDB / Polars recipe library — common operations side by side
• EDA prompt — load a dataset, get null rates, distributions, suspicious values
• Statistical-test cookbook — t-test, chi-square, ANOVA, regression
• SQL ↔ pandas idiom translator
• Plot styling defaults that match Apple-clean aesthetics

您将收到的文件

每个工具包都标配四种格式——SKILL.md、优化包、Custom GPT 提示词以及每个平台的快速上手指南——再加上本工具包专属的参考文档。

• · SKILL.md
• · memory.md
• · optimization-pack.md
• · custom-gpt-instructions.md
• · quick-start.md
• · recipes/pandas-duckdb-polars.md
• · recipes/stats-cookbook.md
• · patterns/sql-to-pandas.md