/data-quality | data-platform | ClaudePluginHub

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/data-quality

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Description

- skills/data-profiling.md

AI Summary

Analyzes datasets for quality issues like nulls and outliers while generating assessment reports with actionable recommendations.

Install

1

Add the repository(one-time)

$

/plugin marketplace add l3ocho/mktpl-claude-datasaas

2

Install the plugin

$

/plugin install data-platform@mktpl-claude-datasaas

Command Content

/data quality - Data Quality Assessment

Skills to Load

skills/data-profiling.md
skills/mcp-tools-reference.md
skills/visual-header.md

Visual Output

Display header: DATA-PLATFORM - Data Quality

Usage

/data quality <data_ref> [--strict]

Workflow

Execute skills/data-profiling.md quality assessment:

Get data reference: Use list_data if none provided
Run quality checks: Nulls, duplicates, types, outliers
Calculate score: Apply weighted scoring formula
Generate report: Issues and recommendations

Options

Flag	Description
`--strict`	Stricter thresholds (WARN at 1%, FAIL at 5% nulls)

Examples

/data quality sales_data
/data quality df_customers --strict

Quality Thresholds

See skills/data-profiling.md for detailed thresholds and scoring.

Required MCP Tools

describe - Get statistical summary
head - Preview data
list_data - List available DataFrames

Links

GitHub Stats

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Updated 29 days ago

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