| Title: | Cora Data for Entity Resolution |
| Version: | 0.1.0 |
| Description: | Duplicated publication data (pre-processed and formatted) for entity resolution. This data set contains a total of 1879 records. The following variables are included in the data set: id, title, book title, authors, address, date, year, editor, journal, volume, pages, publisher, institution, type, tech, note. The data set has a respective gold data set that provides information on which records match based on id. |
| URL: | https://github.com/resteorts/cora |
| BugReports: | https://github.com/resteorts/cora/issues |
| Depends: | R (≥ 3.4.0) |
| License: | CC0 |
| Encoding: | UTF-8 |
| LazyData: | true |
| RoxygenNote: | 7.1.1.9000 |
| NeedsCompilation: | no |
| Packaged: | 2020-10-05 10:57:07 UTC; rebeccasteorts |
| Author: | Rebecca Steorts [aut, cre], Andee Kaplan [aut], Srini Sunil [aut] |
| Maintainer: | Rebecca Steorts <beka@stat.duke.edu> |
| Repository: | CRAN |
| Date/Publication: | 2020-10-13 12:50:06 UTC |
CORA data set
Description
This provides a record linkage data set with information about different CORA research papers.
Usage
cora
Format
A data frame with 16 variables: id, title, book_title, authors, address, date, year, editor,journal, volume, pages, publisher, institution, type, tech, note.
This data set includes 1879 CORA research papers. It is appropriate for performing various types of record linkage and can be assessed by standard record linkage methods.
Examples
head(cora)
dim(cora)
Cora Gold
Description
This data set includes the matched record pairs based on ID.
Usage
cora_gold
Format
A data frame with 2 variables: id1, id2
This data set includes the matched record pairs based on ID from the CORA data set. This data set can be used to evaluate the performance of record linkage methods performed on the CORA data set.
Examples
head(cora_gold)
dim(cora_gold)
Cora Gold Update
Description
This data set includes the matched record pairs based on ID.
Usage
cora_gold_update
Format
A data frame with 2 variables: cora_id, unique_id
This data set includes the matched record pairs based on ID from the CORA data set. This data set can be used to evaluate the performance of record linkage methods performed on the CORA data set.
Examples
head(cora_gold_update)
dim(cora_gold_update)