Created
February 20, 2023 04:51
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library(tidyverse) | |
library(rvest) | |
# read in parcel list | |
url = 'https://gist.githubusercontent.com/erikgregorywebb/741b472a8ae1bb97d617eda3d6aaea3d/raw/aef7b5083670659788a009185e0e055d0ac1b350/gila-buttes-parcel-search.csv' | |
parcels_df = read_csv(url) | |
parcels = parcels_df %>% pull(`PARCEL NUMBER`) %>% str_replace_all(., '-', '') | |
# scrape details | |
datalist = list() | |
for (i in 1:length(parcels)) { | |
Sys.sleep(1) | |
# read page | |
url = paste('https://app1.pinal.gov/Search/Parcel-Details.aspx?parcel_ID=', parcels[i], sep = '') | |
print(url) | |
print(paste(i, ' of ', length(parcels), sep = '')) | |
page = read_html(url) | |
# grab fields | |
parcel_number = page %>% html_node('#lblParcelNum') %>% html_text2() | |
s_t_r = page %>% html_node('#lblSTR') %>% html_text2() | |
property_description = page %>% html_node('#lblPropDesc') %>% html_text2() | |
subdivision = page %>% html_node('#lblSubdivision') %>% html_text2() | |
unit = page %>% html_node('#lblUnit') %>% html_text2() | |
block = page %>% html_node('#lblBlock') %>% html_text2() | |
lot = page %>% html_node('#lblLot') %>% html_text2() | |
phase = page %>% html_node('#lblPhase') %>% html_text2() | |
cabinet = page %>% html_node('#lblCabinet') %>% html_text2() | |
slide = page %>% html_node('#lblSlide') %>% html_text2() | |
owner_1 = page %>% html_node('#lblOwner1') %>% html_text2() | |
owner_2 = page %>% html_node('#lblOwner2') %>% html_text2() | |
in_care_of = page %>% html_node('#lblCareof') %>% html_text2() | |
mailing_address = page %>% html_node('#lblMailingAddress') %>% html_text2() | |
property_address = page %>% html_node('#lblPropAddress') %>% html_text2() | |
recording_date = page %>% html_node('#lblRecDate') %>% html_text2() | |
sale_amount = page %>% html_node('#lblSaleAmt') %>% html_text2() | |
exemption_widow = page %>% html_node('#lblWidow') %>% html_text2() | |
exemption_widower = page %>% html_node('#lblWidower') %>% html_text2() | |
exemption_disabled = page %>% html_node('#lblDisabled') %>% html_text2() | |
exemption_senior_freeze = page %>% html_node('#lblSrFreeze') %>% html_text2() | |
temp = tibble( | |
parcel_number = parcel_number, | |
s_t_r = s_t_r, | |
property_description = property_description, | |
subdivision = subdivision, | |
unit = unit, | |
block = block, | |
lot = lot, | |
phase = phase, | |
cabinet = cabinet, | |
slide = slide, | |
owner_1 = owner_1, | |
owner_2 = owner_2, | |
in_care_of = in_care_of, | |
mailing_address = mailing_address, | |
property_address = property_address, | |
recording_date = recording_date, | |
sale_amount = sale_amount, | |
exemption_widow = exemption_widow, | |
exemption_widower = exemption_widower, | |
exemption_disabled = exemption_disabled, | |
exemption_senior_freeze = exemption_senior_freeze | |
) | |
datalist[[i]] = temp | |
} | |
raw = do.call(rbind, datalist) | |
# clean, export | |
setwd("~/Downloads") | |
write_csv(raw, 'gila-buttes-parcel-details.csv') |
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