The Vault

Data & Analytics

471 assets.

workflow

Data Analyst Workflow (Beginner)

A beginner-level Workflow for Data Analyst — a step-by-step automation workflow, ready for Claude, Cursor, and other AI…

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Data Analyst Workflow (Intermediate)

A intermediate-level Workflow for Data Analyst — a step-by-step automation workflow, ready for Claude, Cursor, and other…

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Data Anonymization Plan

Anonymize data so it is safe to use without exposing people.

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Data Bias Audit & Mitigation Plan

Identify potential bias sources in {{dataset}} with fairness metrics and remediation steps.

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Data Bias Audit Report

Systematically audit raw data and derived metrics for representation bias, sampling bias, and measurement error.

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Data Bias Check

Check an analysis for the biases that lead to wrong conclusions.

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Data Catalog Template

Documents datasets — owner, source, refresh, schema, sensitivity, lineage.

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Data Cleaning & Transformation Plan

Create a step-by-step data cleaning strategy including deduplication, handling missing values, and validation rules.

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Data Cleaning Formulas

Clean messy spreadsheet data with the right formulas.

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Data Cleaning Plan

Plan how to clean a messy dataset before analysis.

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Data Cleaning Plan

Produces a step-by-step plan to clean a messy dataset.

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data cleaning steps Brief

A one-page brief to plan data cleaning steps before you start.

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data cleaning steps Checklist

A practical quality checklist for data cleaning steps.

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data cleaning steps Ideas

Brainstorms specific, actionable ideas around data cleaning steps.

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data cleaning steps Mistakes to Avoid

The common mistakes in data cleaning steps and how to avoid them.

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data cleaning steps Variations

Produces several distinct, ready-to-use variations of data cleaning steps.

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Data Contract Template

Producer/consumer data contract — schema, SLAs, quality checks, versioning.

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Data Deduplication Plan

Find and merge duplicate records safely.

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Data Dictionary

Write a data dictionary.

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Data Dictionary Auto-Auditor

Compare active data dictionary against actual schema to flag stale definitions and missing columns.

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data dictionary Brief

A one-page brief to plan data dictionary before you start.

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Data Dictionary Builder

Documents each field of a dataset with type, description, allowed values, and example.

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data dictionary Checklist

A practical quality checklist for data dictionary.

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Data Dictionary Generator

Document a dataset so others can use it correctly.

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