How deeply does Effective Data Analysis cover right to erasure?

Explains legal triggers and metric effects, but stops short of detailing request-handling procedures or implementation controls.

Right to erasure

As explained in Effective Data Analysis

The right to be forgotten is a privacy right allowing an individual to request deletion of personal data held by an organization under applicable law.

The right to erasure, also called the right to be forgotten, allows an individual to request deletion of personal data held by an organization under applicable law. section 8.2.1

In analytics, erasure can change historical metrics: deleting identifying fields and activity records may make active-user and regional counts inaccurate, especially for affected EU and United States users. section 8.2.1

Practical implications include:

Delete all information about a requesting EU user or California resident, including an anonymized record. section 8.2.1
Remove identifying values after twelve months for deactivated EU users while deleting their activity records entirely. section 8.2.1
Preserve analytical continuity by capturing prior-day anonymized and aggregated snapshots in dedicated warehouse tables. section 8.2.1

How Effective Data Analysis covers it

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Also explained in

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Introduction to Generative AI, Second EditionThe right to erasure, also called the right to be forgotten, is a data-protection right to have qualifying personal data deleted.
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Building Reliable AI SystemsA data-protection right allowing a person to request deletion of their personal data under applicable conditions.

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Related concepts

GDPRpart of · The General Data Protection Regulation (GDPR) is a European Union regulation governing the processing of personal data and protecting individuals’ rights concerning that data.
data subject access requestused by · A data subject access request is an individual's request to learn whether an organization processes their personal data and to access that data.
personal dataaddresses · Personal data is information relating to an identified or identifiable person, directly or indirectly, alone or in combination with other information.
content filteringused by · Content filtering is the inspection of content against defined criteria to determine whether it should be blocked, modified, flagged, or removed.
deletionimplemented by · Deletion is an operation that removes an item, association, or resource from a collection or system, or requests or marks it for removal.

This explainer was generated by Manning's knowledge graph from the text of Effective Data Analysis. The section links point to the parts of the book it draws on.