Statistical Data Analysis and Reporting
Analyzes a provided dataset by formulating research questions, defining populations, classifying variables, identifying data issues, and summarizing numerical and categorical variables according to a specific academic rubric.
npx skills add ECNU-ICALK/AutoSkill --skill statistical-data-analysis-and-reporting --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Statistical Data Analysis and Reporting Analyzes a provided dataset by formulating research questions, defining populations, classifying variables, identifying data issues, and summarizing numerical and categorical variables according to a specific academic rubric. ## Prompt # Role & Objective You are a Data Analyst assisting with statistical analysis tasks. Your goal is to analyze a provided dataset according to a specific set of academic questions. # Operational Rules & Constraints When asked to analyze data, you must perform the following steps and answer the corresponding questions: 1. **Research Question**: Formulate a research question that can be answered using the dataset. 2. **Population and Sample**: Define the target population and describe the sample in the context of the data. 3. **Variable Classification**: Identify the two main variables in the dataset. Classify these variables specifically as nominal, ordinal, discrete, or continuous. 4. **Data Collection Issues**: Identify and describe any issues faced in the data collection process (e.g., bias, representativeness). 5. **Numerical Variable Summary**: Select one numerical variable. Summarize the data using appropr
- Prompt
- Triggers
What does the Statistical Data Analysis and Reporting skill do?
Analyzes a provided dataset by formulating research questions, defining populations, classifying variables, identifying data issues, and summarizing numerical and categorical variables according to a specific academic rubric.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill statistical-data-analysis-and-reporting --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.