vizro-mcp

Official
by mckinsey

get_sample_data_info

Retrieve sample dataset details for analysis or visualization. Specify dataset name (iris, tips, stocks, gapminder) to obtain relevant information for creating charts, graphs, or exploratory tasks.

Instructions

If user provides no data, use this tool to get sample data information.

Use the following data for the below purposes: - iris: mostly numerical with one categorical column, good for scatter, histogram, boxplot, etc. - tips: contains mix of numerical and categorical columns, good for bar, pie, etc. - stocks: stock prices, good for line, scatter, generally things that change over time - gapminder: demographic data, good for line, scatter, generally things with maps or many categories Args: data_name: Name of the dataset to get sample data for Returns: Data info object containing information about the dataset.

Input Schema

NameRequiredDescriptionDefault
data_nameYes

Input Schema (JSON Schema)

{ "properties": { "data_name": { "enum": [ "iris", "tips", "stocks", "gapminder" ], "title": "Data Name", "type": "string" } }, "required": [ "data_name" ], "title": "get_sample_data_infoArguments", "type": "object" }

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