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{
"id": "data-analysis",
"slug": "data-analysis",
"status": "live",
"title_en": "Data analysis with agents",
"title_zh": "用 Agent 做数据分析",
"summary_en": "From a messy export to a verified analysis report: clean, explore, visualize, and report on a real dataset with your agent.",
"summary_zh": "从混乱的数据导出到一份经过验证的分析报告：用你的 Agent 完成清洗、探索、可视化与报告。",
"audience_en": "Beginners who read data in Excel and want their agent to do real analysis.",
"audience_zh": "会在 Excel 里看数据、想让 Agent 完成真正分析初学者。",
"outcome_en": "You can take a raw dataset end to end - clean, explore, visualize, report - with every number verified.",
"outcome_zh": "你能端到端处理一份原始数据——清洗、探索、可视化、报告——每个数字都经过验证。",
"badge": {
"id": "data-analysis-agent",
"name_en": "Data Analysis Agent",
"name_zh": "数据分析 Agent"
},
"modules": [
{
"order": 0,
"id": "m0",
"kind": "course",
"course": "hands-on-python-with-claude-code",
"title_en": "Start: environment and first verification",
"title_zh": "起步：环境与第一次验证",
"points": 100
},
{
"order": 1,
"id": "m1",
"kind": "course",
"course": "da-eda",
"title_en": "Exploratory data analysis",
"title_zh": "探索性数据分析",
"points": 100
},
{
"order": 2,
"id": "m2",
"kind": "course",
"course": "da-visualization",
"title_en": "Data visualization",
"title_zh": "数据可视化",
"points": 100
},
{
"order": 3,
"id": "m3",
"kind": "course",
"course": "da-report",
"title_en": "From analysis to report",
"title_zh": "从分析到报告",
"points": 100
},
{
"order": 4,
"id": "capstone",
"kind": "module",
"ref": "modules/capstone.md",
"title_en": "Capstone: verified analysis of a real dataset",
"title_zh": "综合项目：真实数据集的验证分析",
"points": 200,
"kind_label": "project"
}
]
}