Data-quality dashboard

Analytics · Data-quality dashboard

A dedicated panel measuring how complete new registrations are: the share of new registrants with and without an email, phone, name, age, postal code and ID, plus notification opt-in rates and the registration history by channel.

Area	Analytics
Routes	index · analytics.dashboards.show
Centre modules	analytics · crm
Staff levels	as per the dashboard’s role scope
Models	stats · user
UI label	dashboard.data-quality
Coverage	4 use cases · 1 happy · 2 failure

How it works

Deliberately symmetric — for each attribute it reports both the ‘with’ and the ‘without’ figure (e.g. new-registers-with-phone and from-new-registers-without-phone), which makes a gap impossible to overlook. It also combines attribute and consent (new-registers-with-email-and-notifications, new-registers-with-app-and-notifications, new-registers-with-phone-and-notifications), i.e. it measures contactable registrations rather than merely complete ones. changeFilters re-scopes the whole panel and the filter set comes from enums/dashboard-filters.

Use cases

Why someone opens this (4)

• Setting and tracking a data-quality target for front-desk staff.
• Proving to marketing how many of the new registrations are actually contactable.
• Comparing registration quality across channels to find the weak one.
• Deciding whether to make a field mandatory via center.userRequired.

Path map

flowchart LR
    F(["Data-quality dashboard"]):::feat
    F --> H1["Monthly quality review"]:::ok
    F -.-> X1["Stats request fails"]:::bad
    F -.-> X2["No new registrations in the period"]:::bad
    classDef feat fill:#8a6b10,stroke:#8a6b10,color:#ffffff,font-weight:bold
    classDef ok fill:#e3f1ea,stroke:#0d6b42,color:#0d4a2e
    classDef bad fill:#f7e6e2,stroke:#9a2d1c,color:#6e1f13

Happy paths

Monthly quality review

1. User opens the data-quality dashboard and sets the period.
2. Each attribute shows its with/without pair and the contactable combinations.
3. The registration history by channel identifies where quality drops.
4. The user tightens center.userRequired for the offending field.

Failure paths

Stats request fails

Cause — Backend error.

What happens — No error surface; figures render as zero.

No new registrations in the period

Cause — Empty dataset.

What happens — All percentages collapse to zero, indistinguishable from 100% incomplete data.

QA checklist

Tick these off while regression-testing this feature. The boxes are plain Markdown, so progress is visible in git diffs.

• ✅ Monthly quality review
• ⛔ Stats request fails
• ⛔ No new registrations in the period

Implementation

• app/components/dashboard/data-quality.js
• app/enums/dashboard-filters.js
• app/enums/dashboard-ranges.js

Translation keys (19)

Key	English
dashboard.data-quality	Data quality
dashboard.data-quality.history-of-registred-users	History of registred users
dashboard.data-quality.new-registers-by-channel	Registrations by channel
dashboard.data-quality.new-registers-with-email	Registrations with email
dashboard.data-quality.from-new-registers-with-email	registers with email and without notifications
dashboard.data-quality.new-registers-with-phone	Registrations with phone
dashboard.data-quality.from-new-registers-without-phone	registers without phone
dashboard.data-quality.new-registers-with-name	Registrations with name
dashboard.data-quality.from-new-registers-without-name	registers without name
dashboard.data-quality.new-registers-with-age	Registrations with age
dashboard.data-quality.from-new-registers-without-age	registers without age
dashboard.data-quality.new-registers-with-postal-code	Registrations with zip code
dashboard.data-quality.from-new-registers-without-postal-code	registers without postal code
dashboard.data-quality.new-registers-with-id	Registrations with ID
dashboard.data-quality.from-new-registers-without-id	registers without ID
dashboard.data-quality.new-registers-with-email-and-notifications	Registrations with email and notifications
dashboard.data-quality.new-registers-with-app-and-notifications	Registrations with app and notifications
dashboard.data-quality.new-registers-with-phone-and-notifications	Registrations with phone and notifications
dashboard.data-quality.from-new-registers-without-app-notifications	registers without app notifications

Related

• Same area — Dashboard viewer · CRM dashboard panels (overview, channels, demographic)
• Shares data with — Customer list & filtering · Customer create & edit · Customer deletion with unsubscribe notice · Customer CSV export with column picker · Customer CSV import · AI natural-language customer filter · Segment builder with automatic tag actions · Customer children (dependants)
• Behind the same module — CRM dashboard panels (overview, channels, demographic) · Dashboard viewer · Dashboard configuration

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Generated from doc/feature-inventory.json · id analytics-data-quality · commit 276788ca6