Clean web-scraped data.

A function to clean web-scraped data given the tibble containing raw data .

data_cleaner(scraped_df)

Arguments

scraped_df	A tibble containing web-scraped data like listing url, price and house type.

Value

tibble A cleaned tibble containing information like listing url, price, number of bedrooms, area in sqft, and city.

Examples

data_cleaner(tibble::tibble(
  "price" = c("$1,300", "$1,200"),
  "house_type" = c("1br-600ft2-", "2br-"),
  "listing_url" = c(
    "https://vancouver.craigslist.org/bnc/apa/d/burnaby-must-see-1br-suite/7282955370.html",
    "https://vancouver.craigslist.org/rds/apa/d/surrey-bedroom-basement-for-rent/7273877138.html"
  )
))
#> # A tibble: 2 x 5
#>   listing_url                                  price num_bedroom area_sqft city 
#>   <chr>                                        <int>       <int>     <int> <chr>
#> 1 https://vancouver.craigslist.org/bnc/apa/d/~  1300           1       600 burn~
#> 2 https://vancouver.craigslist.org/rds/apa/d/~  1200           2        NA surr~