person: Person data, income and smoking habits
In dcmodifydb: Modifying Rules on a DataBase

person

R Documentation

Person data, income and smoking habits

Description

A synthetic data set with person data with records to be corrected. The datasethas missing values

Usage

person

Format

A data frame with x rows and variables:

income: monthly income, in US dollars
age: age of a person in year
gender: gender of a person
year: year of measurement
smokes: if a person smokes or not
cigarettes: how many cigarretes a person smokes

... The dataset is also available as a sqlite database at system.file("db/person.db", package="dcmodifydb")

Examples


# load modification rules and apply:
library(dcmodify)
rules <- modifier(.file = system.file("db/corrections.yml", package="dcmodifydb"))

con <- DBI::dbConnect(RSQLite::SQLite(), dbname=system.file("db/person.db", package="dcmodifydb"))
person <- dplyr::tbl(con, "person")
print(person)

person2 <- modify(person, rules, copy=TRUE)
print(person2)

dcmodifydb documentation built on June 17, 2022, 5:05 p.m.