liangdabiao/claude-data-analysis-ultra-main

1

data-exploration-visualization 自动化数据探索和可视化工?

liangdabiao/claude-data-analysis-ultra-main

156

2

content-analysis Analyze text content using both traditional NLP and LLM-enhanced methods.

liangdabiao/claude-data-analysis-ultra-main

83

3

funnel-analysis Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and iden…

liangdabiao/claude-data-analysis-ultra-main

68

4

rfm-customer-segmentation Perform RFM (Recency, Frequency, Monetary) customer segmentation analysis on e-commerce data.

liangdabiao/claude-data-analysis-ultra-main

56

5

retention-analysis Analyze user retention and churn using survival analysis, cohort analysis, and machine learning.

liangdabiao/claude-data-analysis-ultra-main

36

6

ab-testing-analyzer 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…

liangdabiao/claude-data-analysis-ultra-main

33

7

attribution-analysis-modeling Perform multi-touch attribution analysis using Markov chains, Shapley values, and custom attribution models.

liangdabiao/claude-data-analysis-ultra-main

33

8

recommender-system 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…

liangdabiao/claude-data-analysis-ultra-main

31

9

ltv-predictor 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?

liangdabiao/claude-data-analysis-ultra-main

29

10

regression-analysis-modeling Perform comprehensive regression analysis and predictive modeling using linear regression, decision trees, and random…

liangdabiao/claude-data-analysis-ultra-main

24

11

growth-model-analyzer 增长模型分析技能 - 提供?

liangdabiao/claude-data-analysis-ultra-main

21

12

data-analysis 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！

liangdabiao/claude-data-analysis-ultra-main

11

13

code-generator Generates production-ready analysis code in Python, R, SQL. Invoke when user wants reusable code for data analysis, M…

liangdabiao/claude-data-analysis-ultra-main

9

14

data-explorer Performs exploratory data analysis, statistical analysis, and pattern discovery. Invoke when user wants to analyze da…

liangdabiao/claude-data-analysis-ultra-main

8

15

report-writer Generates comprehensive analysis reports, executive summaries, and technical documentation. Invoke when user wants to…

liangdabiao/claude-data-analysis-ultra-main

6

16

visualization-specialist Creates data visualizations, charts, and interactive dashboards. Invoke when user wants to create plots, graphs, or v…

liangdabiao/claude-data-analysis-ultra-main

6

17

hypothesis-generator Generates testable research hypotheses and experimental designs. Invoke when user wants to create hypotheses from dat…

liangdabiao/claude-data-analysis-ultra-main

5

18

internet-data-analysis 互联网数据分析技能集合 - ?

liangdabiao/claude-data-analysis-ultra-main

5

19

quality-assurance Data quality validation and analysis accuracy verification. Invoke when user wants data quality checks, validation, o…

liangdabiao/claude-data-analysis-ultra-main

5