Qimah Data Analyst Assessment Documentation¶

Status: Draft

Assessment Documentation Hub

Structured, auditable documentation for data quality, metric logic, insights, and decision-ready recommendations.

Status: Active analysis and validation phase.

View Metrics Open Audit Trail

Data Overview

Source inventory, assumptions, and early quality profile.

Cleaning and Validation

Rules, remediation decisions, and quality controls.

Analysis and Metrics

KPI definitions, formulas, and analytical scope.

Insights and Recommendations

Top findings and one measurable change proposal.

Audit Trail

Changelog, dictionary, rules, logs, and chart registry.

Appendix

Assumptions, reproducibility notes, and references.

What this page covers¶

This homepage provides a structured overview of the assessment documentation, including scope, workflow, and where to find detailed audit-trail records.

Assessment Context¶

Objective: identify three critical insights for next semester and one high-impact change.
Data sources: multi-sheet operational and feedback data provided for the assessment.
Output style: transparent, reproducible, and decision-oriented analysis.
Dataset: Synthetic operational and feedback data designed to simulate real business patterns.
This site functions as a documentation layer for the analytical workflow behind the final 3-page report submission.
The goal is not just conclusions, but transparency in how conclusions were reached.

Documentation Map¶

Data understanding and assumptions
Cleaning and validation procedures
Metrics framework and analytical outputs
Insights and recommendation rationale
Full audit trail and evidence references

Checklist¶

[ ] Confirm final business question framing
[ ] Confirm all source sheets and time windows
[ ] Add final executive summary paragraph

Placeholders¶

Screenshot Placeholder¶

Insert overview screenshot of workbook tabs or data flow.

Table Placeholder¶

Insert summary table of sheets, row counts, and key fields.

Chart Placeholder¶

Insert high-level funnel or trend chart for opening context.