GitHub
data-analyst
Expert in business intelligence, SQL, data visualization, and translating data into actionable business insights.
☆ 21查看技能
documentation data analysis AI 技能
发现 documentation data analysis 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: documentation data analysis
documentation data analysis 清除筛选
全部技能
GitHub
technical-advisory
Expert technical advisor with deep reasoning for architecture decisions, code analysis, and engineering guidance. Masters complex tradeoffs, system design, security architecture, performance optimization, and e...
☆ 21查看技能
GitHub
conversation-analysis
This skill should be used when analyzing conversation patterns, identifying frustration or success signals, or when "analyze conversation", "what went wrong", or "patterns" are mentioned.
☆ 21查看技能
GitHub
working-with-spreadsheets
Creates and edits Excel spreadsheets with formulas, formatting, and financial modeling standards. Use when working with .xlsx files, financial models, data analysis, or formula-heavy spreadsheets. Covers formul...
☆ 21查看技能
GitHub
sales-metrics
Sales metrics frameworks with leading/lagging indicators, benchmarks, and capacity models.
☆ 20查看技能
GitHub
anomaly-detector
Detect anomalies in data using statistical and ML methods. Z-score, IQR, Isolation Forest, and time-series anomalies.
☆ 20查看技能
GitHub
pipeline-diagnostics
Pipeline health assessment with coverage ratios, conversion benchmarks, velocity analysis, and problem diagnosis frameworks.
☆ 20查看技能
GitHub
mermaid-builder
Expert guidance for creating syntactically correct Mermaid diagrams. Use when creating flowcharts, sequence diagrams, class diagrams, state diagrams, Gantt charts, ER diagrams, or data lineage visualizations.
☆ 20查看技能
GitHub
data-profiler
Generate comprehensive data profiles for DataFrames. Use for EDA, data discovery, and understanding dataset characteristics.
☆ 20查看技能
GitHub
market-research
Automate comprehensive market research using web data, competitive analysis, and structured synthesis. Use when researching markets, industries, competitors, or target audiences.
☆ 20查看技能
GitHub
score-analyzer
分析多轮评估结果评分数据，统计各项指标，计算评级等级。适用于分析评分趋势、计算S/A/B评级
☆ 20查看技能
GitHub
score-analyzer
Analyze multi-round evaluation result scoring data, calculate various metrics, calculate rating grades. Suitable for analyzing scoring trends, calculating S/A/B ratings
☆ 20查看技能
GitHub
result-integrator
Integrate multiple plot point analysis results into comprehensive reports, generating high-quality analysis through deduplication, classification, sorting, and summarization. Suitable for integrating multiple a...
☆ 20查看技能
GitHub
result-integrator
整合多情点分析结果为综合报告，通过去重、分类、排序、总结生成高质量分析。适用于整合多分析源、生成统一报告
☆ 20查看技能
GitHub
drama-workflow
Coordinate plot point dramatic function analysis process, manage text preprocessing, parallel analysis, result integration. Suitable for plot point and dramatic function analysis of long texts, scenarios requir...
☆ 20查看技能
GitHub
polars-expertise
This skill should be used when the user asks about Polars DataFrame library (Apache Arrow) for Python or Rust. Triggers: "polars expressions", "lazy vs eager", "scan_parquet streaming", "convert pandas to polar...
☆ 20查看技能
GitHub
diagramming-expert
Master of text-based visual communication using ASCII art, Unicode box-drawing, and structured diagram notation. Creates clear, maintainable diagrams for systems, processes, hierarchies, relationships, and psyc...
☆ 20查看技能
GitHub
table-filters
Designs optimal filtering UX for data tables. Use when building a table that needs filters - analyzes the data columns and determines the best filter type for each. Outputs a unified filter field with inline he...
☆ 20查看技能
GitHub
deepresearch-integrator
Consolidate multiple deepresearch results into a single comprehensive report following best practices for iterative processing
☆ 20查看技能
GitHub
mermaid
Guide for creating mermaid diagrams. This skill should be used when users want to create a mermaid diagram (or update an existing diagram).
☆ 20查看技能
GitHub
clonalstats
Generate comprehensive clonality statistics and diversity visualizations for TCR/BCR repertoire analysis. Quantifies clonal expansion, measures diversity metrics (Shannon, Simpson, Gini), and creates publicatio...
☆ 20查看技能
GitHub
scfgsea
Performs fast Gene Set Enrichment Analysis (GSEA) on single-cell data using fgsea R package. Identifies enriched biological pathways by ranking genes based on differential expression between cell groups. Genera...
☆ 20查看技能
GitHub
cellcellcommunicationplots
Visualize cell-cell communication inference results from CellCellCommunication process. Creates publication-ready network diagrams, heatmaps, and interaction plots to help interpret ligand-receptor interactions...
☆ 20查看技能
GitHub
metabolicfeatures
Performs enrichment analysis (GSEA-based) for metabolic pathways across different cell groups to identify significantly enriched pathways. Uses fast gene set enrichment analysis (fgsea package) to rank pathways...
☆ 20查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。