The Vault

Data & Analytics

335 assets.

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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 Dictionary

Write a data dictionary.

AI Khazna0+
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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 Ideas

Brainstorms specific, actionable ideas around data dictionary.

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data dictionary Mistakes to Avoid

The common mistakes in data dictionary and how to avoid them.

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data dictionary Variations

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

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knowledge pack

Data Engineering Glossary Pack

ETL/ELT, OLAP/OLTP, CDC, idempotency, lineage — clear definitions.

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Data Incident Post-Mortem Template

Systematically document data quality incidents, root causes, and preventive controls for organizational learning.

AI Khazna0+
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Data Lineage Mapper

Map data flow and transformations across systems to identify dependencies and point-of-failure risks.

AI Khazna0+
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Data Quality Audit Workflow

Profiles a dataset — nulls, duplicates, ranges, types, referential integrity.

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Data Quality Checks

Define data quality checks.

AI Khazna0+
workflow

dbt Documentation Generator

Generates dbt model and column descriptions for the docs site.

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mcp server

dbt MCP Server

An official Model Context Protocol (MCP) server for dbt, a data build tool, enabling integration with dbt Core/Cloud CLI…

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dbt Model Generator Workflow

Generates staging/intermediate/mart models with tests from a source table.

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dbt Project Cursor Rules

Model structure, ref/source, tests, macros, naming conventions for dbt.

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Draft a proposal — Data Analyst (Advanced)

A advanced-level, ready-to-use prompt to draft a proposal as a Data Analyst. Fill in topic, audience, tone, length, and…

AI Khazna0+
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Draft a proposal — Data Analyst (Beginner)

A beginner-level, ready-to-use prompt to draft a proposal as a Data Analyst. Fill in topic, audience, tone, length, and…

AI Khazna0+