Explore and analyse a dataset
Load a dataset, explore it in Python or a notebook, and report what you found.
- Make sense of a spreadsheet
- Clean up messy data
- Make charts and dashboards
- Ask your database questions (SQL)
- Build financial models and forecasts
Need more than one? The Spreadsheets and data stack — 6 skills for this kind of work, added in one go.
- explore-data
Profile and explore a dataset to understand its shape, quality, and patterns.
Why this one: Profiles a new dataset before analysis
- exploratory-data-analysis
Perform bounded, local exploratory analysis of explicitly supported scientific files.
- jupyter-notebook
Use when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script new_notebook.py to generate a clean…
- data-scientist
Expert data processing specialist with intelligent DuckDB/Polars selection for maximum performance.
- pandas-construction-analysis
Comprehensive Pandas toolkit for construction data analysis.
- data-science
Data science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business intelligence, predictive modeling,…
- data-analysis-standard
Structure a product data analysis, metric deep-dive, funnel analysis, or cohort study.
- operating-kicad-eda
| Scenario | Use | Approach | |----------|-----|----------| | Create schematic from design doc | Yes | schematic() operations | |…
- exploring-data
Exploratory data analysis.
- fabric-pandas-perf-remediate
Troubleshoot and optimize pandas performance in Microsoft Fabric Spark notebooks.
- dataframely
Best practices for polars data processing with dataframely.
- dse-loop
Autonomous design space exploration loop for computer architecture and EDA.
See all 22 for “Explore and analyse a dataset”
Connectors (MCP servers) link your AI to an outside tool or service — a different kind of add-on from a skill.
- Camber - Remote Agentic Data Science
Remote data science agents for Snowflake, Databricks & BigQuery in Claude/Cursor via MCP
- ai.myriade/myriade
Explore and query your data warehouse through Myriade's AI data analyst agent.