pandas-dataframe-analyzer
Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.
npx skills add a5c-ai/babysitter --skill pandas-dataframe-analyzer --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.
# pandas-dataframe-analyzer ## Overview Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations using pandas and profiling libraries. ## Capabilities - Statistical profiling of DataFrames - Missing value pattern detection - Data type optimization suggestions - Memory footprint analysis - Duplicate detection and handling - Distribution analysis and visualization - Correlation matrix computation - Cardinality analysis for categorical features ## Target Processes - Exploratory Data Analysis (EDA) Pipeline - Data Collection and Validation Pipeline - Feature Engineering Design and Implementation ## Tools and Libraries - pandas - pandas-profiling / ydata-profiling - numpy - scipy (for statistical tests) ## Input Schema ```json { "type": "object", "required": ["dataPath"], "properties": { "dataPath": { "type": "string", "description": "Path to the data file (CSV, Parquet, JSON)" }, "sampleSize": { "type": "integer", "description": "Number of rows to sample for analysis", "default": 10000 }, "profileType": { "type": "string", "enum": ["minimal", "standard", "full"], "default": "standard" }, "outputF
- Overview
- Capabilities
- Target Processes
- Tools and Libraries
- Input Schema
- Output Schema
- Usage Example
What does the pandas-dataframe-analyzer skill do?
Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill pandas-dataframe-analyzer --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 a5c-ai/babysitter, a repository with 1,642 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.