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Nonstandard transaction

As explained in The Well-Grounded Data Analyst

A nonstandard transaction is a property sale or transfer that does not represent a standard property purchase.

A nonstandard transaction is a property sale or transfer that does not represent a standard property purchase. Category B includes transfers under a power of sale and repossessions, often recorded at nominal prices. section 10.4.1

Recognizing nominal sale prices

When investigating properties sold for less than £1,000, inspect the transaction category as well as the address. If the records are category B, the low prices may reflect nonstandard transfers rather than data errors. section 10.4.1

Treat nonstandard transactions as an analytical judgment rather than automatically removing them:

  • Compare category A and B proportions among low-valued properties to test whether category B explains the outliers. section 10.4.1
  • Retain or exclude category B according to the application: residential buyers may or may not want repossession data. section 10.4.1

How The Well-Grounded Data Analyst covers it

How deep it goes
Defines category B transactions, tests their prevalence among low prices, and stops short of prescribing universal exclusion.
Examples
Uses repossessions, transfers under a power of sale, category B records, and properties sold for less than £1,000.
What it assumes
Assumes familiarity with property transaction categories and basic exploratory analysis of sale-price distributions.
What you can do after
Diagnose whether low sale prices reflect nonstandard transactions before filtering an analytical dataset.
How it connects
Connects property prices with outliers, data quality, category types, and exploratory data analysis.

Related concepts

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