用于数据分析的编码代理

出处: Coding agents for data analysis

发布: 2026年3月16日

📄 中文摘要

在NICAR 2026研讨会上,Simon Willison准备了一份手册,旨在向数据记者展示如何利用Claude Code和OpenAI Codex等工具进行数据探索、分析和清理。该研讨会为期三小时,内容涵盖了编码代理的基本概念、与ChatGPT和Claude的热身练习,以及如何设置Claude Code和Codex等实用步骤。通过这些工具,数据记者能够更高效地处理和分析数据,提升工作效率和数据洞察能力。

📄 English Summary

Coding agents for data analysis

A handout prepared for the NICAR 2026 workshop by Simon Willison aims to demonstrate to data journalists how tools like Claude Code and OpenAI Codex can be utilized for data exploration, analysis, and cleaning. The three-hour session covers fundamental concepts of coding agents, warm-up exercises with ChatGPT and Claude, and practical steps for setting up Claude Code and Codex. These tools enable data journalists to handle and analyze data more efficiently, enhancing their productivity and data insights.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等