Data · Skill set · 10 skills
Data
Write SQL, explore datasets, and generate insights faster. Build visualizations and dashboards, and turn raw data into clear stories for stakeholders.
Open in PhởSkills in this set
- Answer Data Questions
Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or…
- Build Interactive Dashboards
Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable…
- Create Visualizations
Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend or comparison…
- Data Context Extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data…
- Data Visualization Skill
Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating…
- Profile and Explore a Dataset
Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting…
- SQL Queries Skill
Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL…
- Statistical Analysis Skill
Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance…
- Validate Analysis Before Sharing
QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and…
- Write Optimized SQL
Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations…
Other data sets
Frequently asked questions
What is in the Data skill set?
10 skills: Answer Data Questions, Build Interactive Dashboards, Create Visualizations, Data Context Extractor, Data Visualization Skill, Profile and Explore a Dataset, and 4 more.
Is the Data skill set free?
Yes. It is published by Anthropic under the Apache 2.0 licence and works with a free Phở account.
How do I add Data to Phở?
Press Open in Phở and add the set once. From then on Phở picks the right skill from it whenever a request matches.
Copied unchanged from anthropics/knowledge-work-plugins at commit d900840 and credited to Anthropic, who is not affiliated with Phở. The full instructions and licence text ship with the skill inside Phở.