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Role guide
Data Analyst source-backed Guide
Defines source-backed data analysis and decision support, evidence handling, and action boundaries.
Read the fileOverview
Data Analyst overview
Use this bundle to prepare source-backed data analysis and decision support analysis and a review-ready data analysis brief.
Read the fileWorkflow
Data Analyst source-backed triage
1. State the requested decision or artifact. 2. Inventory evidence: decision question, stakeholders, population, period, and acceptance criteria; source systems, schema, grain, lineage, and.
Read the fileTemplate
data analysis brief
Review-ready artifact for data analysis and decision support, evidence quality, verification, and controlled next actions.
Read the fileIs this bundle right for your task?
Who it is for
- People performing or supporting Data Analyst work, plus teams reviewing its decisions and outputs
- Teams working in Data and analytics, Business operations
When to use it
- A Data Analyst task needs a structured plan, evidence checklist, or review-ready output.
- A recommendation needs its assumptions, owners, risks, dependencies, and success measures made explicit.
What you need to provide
- The task objective, intended audience, working context, constraints, source material, and decision owner.
- Relevant reports, exports, examples, policies, prior decisions, and success measures available for the task.
Tasks and expected outputs
Questions it helps answer
- Prepare a data analysis brief without fabricating local facts.
- Separate verified, provided, assumed, and missing evidence.
- Produce a review-ready recommendation with explicit verification and approval boundaries.
What it helps produce
- data analysis brief
Practical example
Use it with an agent
Load the bundle as context, provide the evidence named above, then adapt this example to your situation.
Provide the task objective, intended audience, working context, constraints, source material, and decision owner. Ask the agent to approach Data Analyst work by producing data analysis brief with a prioritized plan, evidence checks, owners, risks, and unresolved questions. Begin with European Data Portal — Occupation / D3edb8f8 3a06 47a0 8fb9 9b212c006aa2, then confirm that the reference is current and applicable. Inspect Data Analyst source-backed Guide before drafting.
Context path: bundles/roles/data-analyst
What the bundle includes
Frameworks
- source-evidence matrix
- data analysis and decision support review matrix
- qualified-review gate
Evaluations
- Data Analyst source verification check
Sources used to build this bundle
These are the public references behind the role definition and operating guidance. The bundle does not replace current documentation or evidence from your site.
Limitations and safe use
Do not use this for
- Treating the bundle as a substitute for organization-specific authority, firsthand evidence, or accountable review.
Known limitations
- Use the cited official, originator, standards, or professional sources for general data analysis and decision support context; local facts, records, values, states, and permissions require inspected evidence.
- Task-specific work requires current evidence for decision question, stakeholders, population, period, and acceptance criteria; source systems, schema, grain, lineage, and ownership; data quality, exclusions, and missingness; metric definitions, transformations, filters, and reconciliations; statistical method and uncertainty; privacy, access, review, and publication context.
- Do not infer data meaning, population completeness, metric definition, statistical significance, causality, or current result.
Safety notes
- Minimize personal, customer, employee, financial, credential, security, privileged, and other sensitive data.
- Require explicit confirmation before querying sensitive data, publishing findings, changing production dashboards, or asserting causality.
- Route legal, privacy, security, compliance, financial, employment, safety, and other qualified judgments to an evidenced accountable reviewer.