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liangdabiao/claude-data-analysis-ultra-main
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and identify optimization opportunities. | liangdabiao/ | 290 | 1 repo | ~781 | Automated safety check: Notes | No licence | 5 mo ago |
| 2 | Analyze user retention and churn using survival analysis, cohort analysis, and machine learning. | liangdabiao/ | 290 | — | ~1.3k | Automated safety check: Notes | No licence | 5 mo ago |
| 3 | Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models. | liangdabiao/ | 290 | — | ~2.3k | Automated safety check: Notes | No licence | 5 mo ago |
| 4 | Generates production-ready analysis code in Python, R, SQL. An agent skill from liangdabiao/claude-data-analysis-ultra-main. | liangdabiao/ | 290 | — | ~513 | Automated safety check: Pass | No licence | 5 mo ago |
| 5 | Analyze text content using both traditional NLP and LLM-enhanced methods. | liangdabiao/ | 290 | — | ~1.7k | Automated safety check: Notes | No licence | 5 mo ago |
| 6 | Performs exploratory data analysis, statistical analysis, and pattern discovery. | liangdabiao/ | 290 | — | ~2.1k | Automated safety check: Pass | No licence | 5 mo ago |
| 7 | Generates testable research hypotheses and experimental designs. | liangdabiao/ | 290 | — | ~903 | Automated safety check: Pass | No licence | 5 mo ago |
| 8 | Data quality validation and analysis accuracy verification. An agent skill from liangdabiao/claude-data-analysis-ultra-main. | liangdabiao/ | 290 | — | ~728 | Automated safety check: Pass | No licence | 5 mo ago |
| 9 | 智能推荐系统分析工具，提供多种推荐算法实现、评估框架和可视化分析。使用时需要用户行为数据、商品信息或评分数据，支持协同过滤、矩阵分解等推荐算法，生成个性化推荐结果和评估报告。 | liangdabiao/ | 290 | — | ~1.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 10 | Perform comprehensive regression analysis and predictive modeling using linear regression, decision trees, and random forests. | liangdabiao/ | 290 | — | ~1.7k | Automated safety check: Notes | No licence | 5 mo ago |
| 11 | Generates comprehensive analysis reports, executive summaries, and technical documentation. | liangdabiao/ | 290 | — | ~805 | Automated safety check: Pass | No licence | 5 mo ago |
| 12 | Perform RFM (Recency, Frequency, Monetary) customer segmentation analysis on e-commerce data. | liangdabiao/ | 290 | — | ~1k | Automated safety check: Notes | No licence | 5 mo ago |
| 13 | Creates data visualizations, charts, and interactive dashboards. | liangdabiao/ | 290 | — | ~1.1k | Automated safety check: Pass | No licence | 5 mo ago |
| 14 | 全面的AB测试分析工具，支持实验设计、统计检验、用户分群分析和可视化报告生成。用于分析产品改版、营销活动、功能优化等AB测试结果，提供统计显著性检验和深度洞察。 | liangdabiao/ | 290 | — | ~1.9k | Automated safety check: Notes | No licence | 5 mo ago |
| 15 | 自动化数据探索和可视化工具，提供从数据加载到专业报告生成的完整EDA解决方案。支持多种图表类型、智能数据诊断、建模评估和HTML报告生成。适用于医疗、金融、电商等领域的数据分析项目。 | liangdabiao/ | 290 | — | ~1.3k | Automated safety check: Notes | No licence | 5 mo ago |
| 16 | 增长模型分析技能 - 提供全面的增长黑客分析工具，包括裂变策略评估、用户细分、Uplift建模、ROI优化等。支持多种增长场景的机器学习建模和智能决策建议。适用于用户增长、营销优化、产品迭代等增长分析场景。 | liangdabiao/ | 290 | — | ~827 | Automated safety check: Notes | No licence | 5 mo ago |
| 17 | 基于RFM模型和回归算法的客户生命周期价值(LTV)预测分析工具，支持电商和零售业务的客户价值预测。使用时需要客户交易数据、订单历史或消费记录，自动进行RFM特征工程、回归建模和价值预测。 | liangdabiao/ | 290 | — | ~1.4k | Automated safety check: Notes | No licence | 5 mo ago |
| 18 | 通用的 6 阶段数据分析助手：数据质量→探索性分析→假设生成→可视化→代码生成→综合报告。提供完整的方法论和模板！. An agent skill from liangdabiao/claude-data-analysis-ultra-main. | liangdabiao/ | 290 | — | ~1.3k | Automated safety check: Pass | No licence | 5 mo ago |
| 19 | 互联网数据分析技能集合 - 包含AB测试、归因分析、内容分析、漏斗分析、增长模型、LTV预测等专业技能. An agent skill from liangdabiao/claude-data-analysis-ultra-main. | liangdabiao/ | 290 | — | ~691 | Automated safety check: Pass | No licence | 5 mo ago |
