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Ireland +353 WhatsApp Full Format Needs a Data Dictionary Before Handover

Use a field dictionary, state definitions and role-based access to prevent misreading of Ireland +353 WhatsApp Full Format results.

Updated 9/15/20262 minBy AppShai Research

Article summary

Use a field dictionary, state definitions and role-based access to prevent misreading of Ireland +353 WhatsApp Full Format results.

The most common handover failure in an Ireland +353 WhatsApp Full Format project is not a missing column. It is one column being interpreted three different ways by sales, data and compliance teams. A field dictionary should therefore travel with the workbook before any CRM import.

The dictionary must answer six questions

Item Required explanation
Field name Returned and internal names
Data type Text, boolean, date or enum
State How true, false and unknown differ
Observed time When the result was produced
Permitted purpose Cleaning, segmentation or review
Access role Who may view and export it

Preserve the original evidence behind +353

Never overwrite phone_raw. Generate an E.164 candidate only when country evidence is explicit; an Ireland project-folder name is not row-level provenance.

Full Format is not one verdict

Registration, activity, business status, avatar and mapped phone are separate field families. Availability in one family says nothing about reliability or permitted use in another.

Make unknown a valid state

Not observed, visibility restriction, task exception and formatting failure cannot all become “no.” False binary values make a report look tidy while destroying its meaning.

Land Excel in staging, not the sales master

Reconcile submitted and returned counts, duplicates and exception queues first. Merge by purpose only after acceptance, so a batch never overwrites information confirmed by the customer.

Minimise access to sensitive columns

Remove profile columns unrelated to the task. Where avatar, age or gender observations genuinely require review, limit them to a named role and apply a shorter retention period.

Keep TXT execution-only

AppShai accepts a TXT file with one phone per line. Names, orders, permission and private customer IDs remain in a controlled crosswalk; batch_row reconnects the returned Excel workbook.

Update the dictionary before changing a version

When a column, enum or field name changes, revise the dictionary and import mapping first, then test a small sample. Do not let an old dashboard silently absorb a new meaning.

A practical handover test

The Ireland result is ready only when its recipient can explain what every column is, what it is not, when it was observed and who is allowed to use it.

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