RLdata500

RLdata10000

identity.RLdata500

identity.RLdata10000

The <code>RLdata</code> tables contain artificial personal data for the 
 evaluation of Record Linkage procedures. Some records have been duplicated
 with randomly generated errors. <code>RLdata500</code> contains fifty duplicates,
 <code>RLdata10000</code> thousand duplicates.

datasets

RLdata

Provides functions for linking and deduplicating data sets.
Methods based on a stochastic approach are implemented as well as
classification algorithms from the machine learning domain. For details,
see our paper "The RecordLinkage Package: Detecting Errors in Data"
Sariyar M / Borg A (2010) <doi:10.32614/RJ-2010-017>.

Murat Sariyar Developer

RecordLinkage

Record Linkage Functions for Linking and Deduplicating Data Sets

Murat Sariyar

Andreas Borg

RLdata function

<code>RLdata500</code> and <code>RLdata10000</code> are character matrices with 
 500 and 10000 records. Each row represents one record, with the following
 columns:<dl>
 <dt>fname_c1</dt>
<dd>First name, first component</dd> <dt>fname_c2</dt>
<dd>First name, second component</dd> <dt>lname_c1</dt>
<dd>Last name, first component</dd> <dt>lname_c2</dt>
<dd>Last name, second component</dd> <dt>by</dt>
<dd>Year of birth</dd> <dt>bm</dt>
<dd>Month of birth</dd> <dt>bd</dt>
<dd>Day of birth</dd> 
</dl><code>identity.RLdata500</code> and <code>identity.RLdata10000</code> are integer vectors
 representing the true record
 ids of the two data sets. Two records are duplicates, if and only if their
 corresponding values in the identity vector agree.

Format

Author

Test data for Record Linkage — RLdata

<code>RLdata500</code> and <code>RLdata10000</code> are character matrices with 
 500 and 10000 records. Each row represents one record, with the following
 columns:<dl>
 <dt>fname_c1</dt>
<dd>First name, first component</dd>

 <dt>fname_c2</dt>
<dd>First name, second component</dd>

 <dt>lname_c1</dt>
<dd>Last name, first component</dd>

 <dt>lname_c2</dt>
<dd>Last name, second component</dd>

 <dt>by</dt>
<dd>Year of birth</dd>

 <dt>bm</dt>
<dd>Month of birth</dd>

 <dt>bd</dt>
<dd>Day of birth</dd>

 
</dl><code>identity.RLdata500</code> and <code>identity.RLdata10000</code> are integer vectors
 representing the true record
 ids of the two data sets. Two records are duplicates, if and only if their
 corresponding values in the identity vector agree.

Test data for Record Linkage

RLdata: Test data for Record Linkage

Description

Usage

Arguments

Format

Author