“Data analysis”

Design and analyze engineering experiments or simulations using baseline cases, hypothesis-driven DOE, traceable data processing, defensible plots…

Analyze bounded service metrics to identify incident windows; use before log or change correlation.

Perform bounded, local exploratory analysis of explicitly supported scientific files.

Analyze CSV, TSV, XLSX, and simple text tables for descriptive statistics, missing values, IQR outliers, trends, group comparisons, and visualization…

Perform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels.

Data analysis across SQL, visualization, statistics, and reporting.

Data analysis skill for data cleaning, statistical modeling, transformation scripts, and generating analytical insights.

Expert-level Data Analyst skill covering SQL analysis, Python/pandas data manipulation, statistical analysis, A/B test design and interpretation, business…

Trigger: When user asks about data analysis, EDA, ML, data science, or needs a senior data professor.

Use this skill when you need to analyze test-data prerequisites, relationships, privacy, lifecycle, and environment blockers before test design or generation…

Advanced data analysis, pattern detection, and insight generation from structured and unstructured datasets.

Data analysis, visualization, and statistical insights using Python

Use for GPU-accelerated data analysis on datasets, CSVs, or tabular data using NVIDIA cuDF.

Full BI/BA data analysis — domain discovery, EDA and data quality, metric and KPI planning with analytical framework, data queries via MCP, Python analysis…

Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis.

Load, convert, and manipulate Hi-C contact matrices using cooler format.

Systematic exploratory data analysis.

Produce reproducible local structured-data analysis with explicit quality checks.

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization.

Query the Artificial Analysis Data API (artificialanalysis.ai) to compare LLMs side by side, rank models by intelligence / coding / agentic index / speed /…

Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights.

Data analysis skill hub.

Comprehensive exploratory data analysis with statistical testing, visualization, and insight generation.

Data analysis style for an analysis repo.