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Generate data containing fake Personally Identifiable Information (PII) in R
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paulhendricks/generator
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generator generates data containing fakePersonally Identifiable Information (PII). Once complete,generator will be able to generate the following types of PII:
- Full name
- Home address
- E-mail address
- National identification number
- Passport number
- IP address
- Vehicle registration plate number
- Driver's license number
- Credit card number
- Date of birth
- Birthplace
- Telephone number
- Latitude and longtiude
- Full name
- E-mail address
- Date of birth
- Telephone number
- Latitude and longtiude
- National identification number
- IP address
- Credit card number
- Home address
- Vehicle registration plate number
- Driver's license number
- Birthplace
You can install the latest development version from CRAN:
install.packages("generator")Or from GitHub with:
if (packageVersion("devtools")<1.6) { install.packages("devtools")}devtools::install_github("paulhendricks/generator")
If you encounter a clear bug, please file aminimal reproducible example onGitHub.
library(generator)n<-6set.seed(1)ashley_madison<-data.frame(name= r_full_names(n),snn= r_national_identification_numbers(n),dob= r_date_of_births(n),email= r_email_addresses(n),ip= r_ipv4_addresses(n),phone= r_phone_numbers(n),credit_card= r_credit_card_numbers(n),lat= r_latitudes(n),lon= r_longitudes(n),stringsAsFactors=FALSE)knitr::kable(ashley_madison,format="markdown")
| name | snn | dob | ip | phone | credit_card | lat | lon | |
|---|---|---|---|---|---|---|---|---|
| Eldridge Pfannerstill | 442-34-5338 | 1993-04-28 | ntakqojv@lgbcyk.rkv | 45.84.71.225 | 6794976958 | 4125-7204-9193-5140 | -2.7018575 | 8.634988 |
| Augustine Homenick | 799-44-6396 | 1912-09-08 | iqg@mtcuh.viy | 191.116.55.106 | 3275827694 | 2182-5994-2283-9486 | -70.4148630 | -65.827918 |
| Jennie Runte | 941-11-5441 | 1985-01-12 | wjszy@sjhreocvt.gbp | 27.128.73.17 | 7419351735 | 4370-4866-4735-7857 | -45.4091701 | -79.932229 |
| Araceli Kunde | 290-44-2675 | 1948-04-28 | uljsnvhfr@qfdkumtn.jkd | 221.47.229.86 | 3243246285 | 6682-5074-2898-9396 | -0.2673845 | 103.514583 |
| Josue Rau | 686-88-8446 | 1996-06-14 | c@lqxzkdpi.nfy | 157.136.114.185 | 9169736873 | 4510-3757-4858-5236 | -22.8839925 | 72.886505 |
| Elnora Zemlak | 212-40-7016 | 1976-01-09 | capvnl@nympzf.gsk | 143.20.199.87 | 3295843196 | 7206-6205-2194-6432 | 78.2444466 | -120.590050 |
To cite package ‘generator’ in publications use:
Paul Hendricks (2015). generator: Generate Data Containing Fake Personally Identifiable Information. R package version 0.1.0. https://CRAN.R-project.org/package=generatorA BibTeX entry for LaTeX users is
@Manual{, title = {generator: Generate Data Containing Fake Personally IdentifiableInformation}, author = {Paul Hendricks}, year = {2015}, note = {R package version 0.1.0}, url = {https://CRAN.R-project.org/package=generator},}About
Generate data containing fake Personally Identifiable Information (PII) in R
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