README.md
In hrbrmstr/lodes: Retrieve Data from LEHD Origin-Destination Employment Statistics Server
lodes : Retrieve Data from LEHD Origin-Destination Employment Statistics Server
The following functions are implemented:
read_lodes: Retrieve a LODES file/dataread_xwalk: Retrieve geography crosswalk for a state
Both functions take a download_dir parameter and local copies of the remote files will be cached to that directory and read from vs re-downloading (be kind to servers). Remove the file if you want a fresh version.
Installation
devtools::install_git("https://github.com/hrbrmstr/lodes.git")
options(width=120)
Usage
library(lodes)
library(dplyr)
# current verison
packageVersion("lodes")
## [1] '0.1.0'
# Grab a crosswalk file
id_xwalk <- read_xwalk("id", "~/Data/lodes")
glimpse(id_xwalk)
## Observations: 149,842
## Variables: 41
## $ tabblk2010 <dbl> 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14...
## $ st <int> 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16...
## $ stusps <chr> "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID"...
## $ stname <chr> "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Ida...
## $ cty <int> 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 160...
## $ ctyname <chr> "Ada County, ID", "Ada County, ID", "Ada County, ID", "Ada County, ID", "Ada County, ID", "Ada...
## $ trct <dbl> 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10...
## $ trctname <chr> "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (...
## $ bgrp <dbl> 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11...
## $ bgrpname <chr> "1 (Tract 1, Ada, ID)", "1 (Tract 1, Ada, ID)", "1 (Tract 1, Ada, ID)", "1 (Tract 1, Ada, ID)"...
## $ cbsa <int> 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 142...
## $ cbsaname <chr> "Boise City, ID", "Boise City, ID", "Boise City, ID", "Boise City, ID", "Boise City, ID", "Boi...
## $ zcta <int> 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 837...
## $ zctaname <int> 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 837...
## $ stplc <int> 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608...
## $ stplcname <chr> "Boise City city, ID", "Boise City city, ID", "Boise City city, ID", "Boise City city, ID", "B...
## $ ctycsub <dbl> 1600190345, 1600190345, 1600190345, 1600190345, 1600190345, 1600190345, 1600190345, 1600190345...
## $ ctycsubname <chr> "Boise City CCD (Ada, ID)", "Boise City CCD (Ada, ID)", "Boise City CCD (Ada, ID)", "Boise Cit...
## $ stcd114 <int> 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602...
## $ stcd114name <chr> "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-...
## $ stsldl <int> 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 160...
## $ stsldlname <chr> "State House District 19, ID", "State House District 19, ID", "State House District 19, ID", "...
## $ stsldu <int> 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 160...
## $ stslduname <chr> "State Senate District 19, ID", "State Senate District 19, ID", "State Senate District 19, ID"...
## $ stschool <int> 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600...
## $ stschoolname <chr> "Boise City Independent School District 1, ID", "Boise City Independent School District 1, ID"...
## $ stsecon <int> 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999...
## $ stseconname <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""...
## $ trib <chr> "99999", "99999", "99999", "99999", "99999", "99999", "99999", "99999", "99999", "99999", "999...
## $ tribname <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""...
## $ tsub <int> 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999...
## $ tsubname <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
## $ stanrc <int> 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999...
## $ stanrcname <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
## $ necta <int> 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 999...
## $ nectaname <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
## $ mil <dbl> 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+...
## $ milname <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""...
## $ stwib <int> 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 1616...
## $ stwibname <chr> "03 Southwest WIB", "03 Southwest WIB", "03 Southwest WIB", "03 Southwest WIB", "03 Southwest ...
## $ createdate <int> 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 2016...
# Some different params
de <- read_lodes("de", "od", "aux", "JT00", "2006", "~/Data/lodes")
glimpse(de)
## Observations: 68,284
## Variables: 13
## $ w_geocode <dbl> 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14...
## $ h_geocode <chr> "240119550001006", "240119550001040", "240299501002080", "240299501003088", "240299503002017", "...
## $ S000 <int> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
## $ SA01 <int> 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, ...
## $ SA02 <int> 1, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 1, ...
## $ SA03 <int> 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, ...
## $ SE01 <int> 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, ...
## $ SE02 <int> 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, ...
## $ SE03 <int> 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 0, 0, ...
## $ SI01 <int> 1, 1, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, ...
## $ SI02 <int> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ SI03 <int> 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, ...
## $ createdate <int> 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 201602...
ak <- read_lodes("ak", "residence", "S000", "JT00", "2002", "~/Data/lodes")
glimpse(ak)
## Observations: 10,846
## Variables: 43
## $ h_geocode <chr> "020130001001101", "020130001001197", "020130001001200", "020130001001201", "020130001001208", "...
## $ C000 <int> 2, 1, 2, 1, 1, 2, 1, 1, 1, 67, 12, 1, 3, 2, 4, 75, 3, 1, 5, 1, 49, 15, 11, 1, 1, 23, 2, 1, 1, 1,...
## $ CA01 <int> 1, 0, 0, 0, 0, 1, 1, 0, 0, 16, 1, 0, 1, 0, 3, 22, 1, 0, 1, 0, 15, 5, 1, 1, 0, 6, 0, 0, 0, 0, 0, ...
## $ CA02 <int> 1, 0, 2, 1, 0, 1, 0, 1, 1, 44, 10, 1, 2, 2, 1, 47, 2, 1, 2, 1, 24, 10, 9, 0, 1, 15, 2, 0, 1, 0, ...
## $ CA03 <int> 0, 1, 0, 0, 1, 0, 0, 0, 0, 7, 1, 0, 0, 0, 0, 6, 0, 0, 2, 0, 10, 0, 1, 0, 0, 2, 0, 1, 0, 1, 1, 0,...
## $ CE01 <int> 1, 0, 1, 1, 0, 1, 1, 1, 0, 35, 7, 0, 0, 1, 1, 35, 2, 0, 4, 1, 26, 9, 5, 1, 0, 15, 1, 0, 1, 0, 1,...
## $ CE02 <int> 1, 0, 1, 0, 0, 1, 0, 0, 1, 21, 4, 1, 2, 0, 2, 27, 1, 1, 1, 0, 16, 5, 5, 0, 0, 6, 1, 0, 0, 1, 0, ...
## $ CE03 <int> 0, 1, 0, 0, 1, 0, 0, 0, 0, 11, 1, 0, 1, 1, 1, 13, 0, 0, 0, 0, 7, 1, 1, 0, 1, 2, 0, 1, 0, 0, 2, 0...
## $ CNS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, ...
## $ CNS05 <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 4, 5, 0, 1, 0, 2, 8, 0, 0, 0, 0, 7, 4, 1, 0, 0, 6, 1, 0, 0, 0, 1, 0, ...
## $ CNS06 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS07 <int> 1, 0, 2, 0, 0, 0, 0, 0, 0, 6, 2, 0, 1, 0, 0, 7, 0, 0, 0, 0, 6, 3, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS08 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS09 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS10 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 1, 0, 3, 1, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, ...
## $ CNS11 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS12 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS13 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS14 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS15 <int> 1, 0, 0, 0, 0, 1, 0, 1, 1, 20, 3, 0, 0, 1, 1, 26, 1, 0, 1, 0, 15, 3, 5, 1, 1, 8, 0, 0, 0, 0, 0, ...
## $ CNS16 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 1, 0, 0, 0, 0, 4, 0, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, ...
## $ CNS17 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS18 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS19 <int> 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 3, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, ...
## $ CNS20 <int> 0, 1, 0, 1, 0, 0, 1, 0, 0, 18, 1, 1, 0, 0, 0, 17, 0, 1, 2, 0, 16, 1, 2, 0, 0, 5, 0, 0, 1, 1, 0, ...
## $ CR01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR07 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CT01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CT02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ createdate <int> 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 201602...
id <- read_lodes("id", "workplace", "SE02", "JT03", "2013", "~/Data/lodes")
glimpse(id)
## Observations: 12,271
## Variables: 53
## $ w_geocode <dbl> 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, ...
## $ C000 <int> 1, 5, 1, 7, 32, 40, 15, 74, 30, 20, 9, 6, 2, 5, 2, 7, 5, 4, 5, 3, 2, 5, 1, 18, 3, 46, 3, 3, 16, ...
## $ CA01 <int> 0, 3, 1, 2, 7, 20, 7, 19, 6, 9, 1, 1, 0, 0, 1, 3, 1, 0, 1, 0, 0, 1, 0, 5, 1, 16, 0, 0, 6, 0, 4, ...
## $ CA02 <int> 1, 2, 0, 5, 22, 15, 7, 43, 13, 6, 7, 2, 0, 1, 1, 2, 2, 3, 4, 3, 0, 4, 1, 7, 2, 22, 1, 1, 5, 5, 3...
## $ CA03 <int> 0, 0, 0, 0, 3, 5, 1, 12, 11, 5, 1, 3, 2, 4, 0, 2, 2, 1, 0, 0, 2, 0, 0, 6, 0, 8, 2, 2, 5, 1, 0, 0...
## $ CE01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CE02 <int> 1, 5, 1, 7, 32, 40, 15, 74, 30, 20, 9, 6, 2, 5, 2, 7, 5, 4, 5, 3, 2, 5, 1, 18, 3, 46, 3, 3, 16, ...
## $ CE03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS04 <int> 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS05 <int> 0, 0, 0, 0, 5, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS06 <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, ...
## $ CNS07 <int> 0, 0, 0, 0, 0, 9, 0, 65, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0,...
## $ CNS08 <int> 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS09 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS10 <int> 0, 0, 0, 0, 3, 5, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 0, 0, 0, 0, 0, 0, 2, 0,...
## $ CNS11 <int> 0, 0, 0, 0, 19, 0, 6, 0, 1, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...
## $ CNS12 <int> 0, 5, 1, 4, 3, 0, 6, 0, 0, 5, 0, 0, 0, 0, 0, 0, 1, 1, 4, 1, 2, 1, 1, 0, 0, 0, 3, 1, 7, 2, 2, 0, ...
## $ CNS13 <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, ...
## $ CNS14 <int> 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 0, 0, 0, 0, 0,...
## $ CNS15 <int> 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS16 <int> 1, 0, 0, 0, 2, 0, 0, 0, 13, 6, 9, 0, 2, 5, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 2, 0, 1...
## $ CNS17 <int> 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS18 <int> 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 1, 2,...
## $ CNS19 <int> 0, 0, 0, 2, 0, 6, 0, 0, 6, 0, 0, 3, 0, 0, 2, 0, 0, 3, 1, 0, 0, 4, 0, 0, 0, 8, 0, 2, 1, 2, 0, 0, ...
## $ CNS20 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR01 <int> 1, 5, 1, 7, 32, 35, 15, 74, 29, 20, 9, 6, 2, 3, 2, 6, 5, 3, 4, 3, 2, 5, 1, 17, 3, 46, 3, 3, 15, ...
## $ CR02 <int> 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR03 <int> 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR07 <int> 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, ...
## $ CT01 <int> 1, 5, 1, 7, 32, 38, 14, 67, 30, 19, 9, 6, 2, 5, 2, 7, 4, 4, 5, 3, 2, 4, 1, 18, 3, 43, 3, 3, 16, ...
## $ CT02 <int> 0, 0, 0, 0, 0, 2, 1, 7, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0, 0, 0, 1, ...
## $ CD01 <int> 0, 0, 0, 1, 1, 3, 0, 7, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 2, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, ...
## $ CD02 <int> 1, 0, 0, 1, 10, 7, 1, 23, 8, 2, 4, 1, 1, 1, 0, 1, 0, 0, 1, 2, 2, 0, 0, 2, 1, 10, 2, 0, 2, 1, 1, ...
## $ CD03 <int> 0, 0, 0, 2, 9, 5, 5, 19, 8, 6, 1, 1, 1, 3, 0, 2, 2, 3, 3, 0, 0, 1, 1, 2, 1, 13, 1, 1, 5, 2, 1, 0...
## $ CD04 <int> 0, 2, 0, 1, 5, 5, 2, 6, 7, 2, 2, 2, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 6, 0, 7, 0, 2, 3, 3, 1, 0, ...
## $ CS01 <int> 0, 2, 0, 2, 13, 15, 3, 30, 6, 3, 0, 2, 0, 0, 2, 2, 2, 0, 0, 2, 0, 4, 0, 5, 2, 3, 1, 1, 1, 2, 4, ...
## $ CS02 <int> 1, 3, 1, 5, 19, 25, 12, 44, 24, 17, 9, 4, 2, 5, 0, 5, 3, 4, 5, 1, 2, 1, 1, 13, 1, 43, 2, 2, 15, ...
## $ CFA01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ createdate <int> 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 201602...
Test Results
library(lodes)
library(testthat)
date()
## [1] "Fri Jan 20 06:49:37 2017"
test_dir("tests/")
## testthat results ========================================================================================================
## OK: 0 SKIPPED: 0 FAILED: 0
##
## DONE ===================================================================================================================
hrbrmstr/lodes documentation built on May 17, 2019, 5:10 p.m.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
lodes : Retrieve Data from LEHD Origin-Destination Employment Statistics Server
The following functions are implemented:
read_lodes: Retrieve a LODES file/dataread_xwalk: Retrieve geography crosswalk for a state
Both functions take a download_dir parameter and local copies of the remote files will be cached to that directory and read from vs re-downloading (be kind to servers). Remove the file if you want a fresh version.
Installation
devtools::install_git("https://github.com/hrbrmstr/lodes.git")
options(width=120)
Usage
library(lodes)
library(dplyr)
# current verison
packageVersion("lodes")
## [1] '0.1.0'
# Grab a crosswalk file
id_xwalk <- read_xwalk("id", "~/Data/lodes")
glimpse(id_xwalk)
## Observations: 149,842
## Variables: 41
## $ tabblk2010 <dbl> 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14...
## $ st <int> 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16...
## $ stusps <chr> "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID", "ID"...
## $ stname <chr> "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Idaho", "Ida...
## $ cty <int> 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 16001, 160...
## $ ctyname <chr> "Ada County, ID", "Ada County, ID", "Ada County, ID", "Ada County, ID", "Ada County, ID", "Ada...
## $ trct <dbl> 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10, 1.6001e+10...
## $ trctname <chr> "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (Ada, ID)", "1 (...
## $ bgrp <dbl> 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11, 1.6001e+11...
## $ bgrpname <chr> "1 (Tract 1, Ada, ID)", "1 (Tract 1, Ada, ID)", "1 (Tract 1, Ada, ID)", "1 (Tract 1, Ada, ID)"...
## $ cbsa <int> 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 14260, 142...
## $ cbsaname <chr> "Boise City, ID", "Boise City, ID", "Boise City, ID", "Boise City, ID", "Boise City, ID", "Boi...
## $ zcta <int> 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 837...
## $ zctaname <int> 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 83702, 837...
## $ stplc <int> 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608830, 1608...
## $ stplcname <chr> "Boise City city, ID", "Boise City city, ID", "Boise City city, ID", "Boise City city, ID", "B...
## $ ctycsub <dbl> 1600190345, 1600190345, 1600190345, 1600190345, 1600190345, 1600190345, 1600190345, 1600190345...
## $ ctycsubname <chr> "Boise City CCD (Ada, ID)", "Boise City CCD (Ada, ID)", "Boise City CCD (Ada, ID)", "Boise Cit...
## $ stcd114 <int> 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602, 1602...
## $ stcd114name <chr> "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-02", "ID-...
## $ stsldl <int> 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 160...
## $ stsldlname <chr> "State House District 19, ID", "State House District 19, ID", "State House District 19, ID", "...
## $ stsldu <int> 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 16019, 160...
## $ stslduname <chr> "State Senate District 19, ID", "State Senate District 19, ID", "State Senate District 19, ID"...
## $ stschool <int> 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600360, 1600...
## $ stschoolname <chr> "Boise City Independent School District 1, ID", "Boise City Independent School District 1, ID"...
## $ stsecon <int> 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999...
## $ stseconname <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""...
## $ trib <chr> "99999", "99999", "99999", "99999", "99999", "99999", "99999", "99999", "99999", "99999", "999...
## $ tribname <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""...
## $ tsub <int> 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999...
## $ tsubname <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
## $ stanrc <int> 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999999, 9999...
## $ stanrcname <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
## $ necta <int> 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 99999, 999...
## $ nectaname <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA...
## $ mil <dbl> 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+22, 1e+...
## $ milname <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""...
## $ stwib <int> 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 16160030, 1616...
## $ stwibname <chr> "03 Southwest WIB", "03 Southwest WIB", "03 Southwest WIB", "03 Southwest WIB", "03 Southwest ...
## $ createdate <int> 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 20160222, 2016...
# Some different params
de <- read_lodes("de", "od", "aux", "JT00", "2006", "~/Data/lodes")
glimpse(de)
## Observations: 68,284
## Variables: 13
## $ w_geocode <dbl> 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14, 1.000104e+14...
## $ h_geocode <chr> "240119550001006", "240119550001040", "240299501002080", "240299501003088", "240299503002017", "...
## $ S000 <int> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
## $ SA01 <int> 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, ...
## $ SA02 <int> 1, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 1, ...
## $ SA03 <int> 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, ...
## $ SE01 <int> 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, ...
## $ SE02 <int> 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, ...
## $ SE03 <int> 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 0, 0, ...
## $ SI01 <int> 1, 1, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, ...
## $ SI02 <int> 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ SI03 <int> 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, ...
## $ createdate <int> 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 201602...
ak <- read_lodes("ak", "residence", "S000", "JT00", "2002", "~/Data/lodes")
glimpse(ak)
## Observations: 10,846
## Variables: 43
## $ h_geocode <chr> "020130001001101", "020130001001197", "020130001001200", "020130001001201", "020130001001208", "...
## $ C000 <int> 2, 1, 2, 1, 1, 2, 1, 1, 1, 67, 12, 1, 3, 2, 4, 75, 3, 1, 5, 1, 49, 15, 11, 1, 1, 23, 2, 1, 1, 1,...
## $ CA01 <int> 1, 0, 0, 0, 0, 1, 1, 0, 0, 16, 1, 0, 1, 0, 3, 22, 1, 0, 1, 0, 15, 5, 1, 1, 0, 6, 0, 0, 0, 0, 0, ...
## $ CA02 <int> 1, 0, 2, 1, 0, 1, 0, 1, 1, 44, 10, 1, 2, 2, 1, 47, 2, 1, 2, 1, 24, 10, 9, 0, 1, 15, 2, 0, 1, 0, ...
## $ CA03 <int> 0, 1, 0, 0, 1, 0, 0, 0, 0, 7, 1, 0, 0, 0, 0, 6, 0, 0, 2, 0, 10, 0, 1, 0, 0, 2, 0, 1, 0, 1, 1, 0,...
## $ CE01 <int> 1, 0, 1, 1, 0, 1, 1, 1, 0, 35, 7, 0, 0, 1, 1, 35, 2, 0, 4, 1, 26, 9, 5, 1, 0, 15, 1, 0, 1, 0, 1,...
## $ CE02 <int> 1, 0, 1, 0, 0, 1, 0, 0, 1, 21, 4, 1, 2, 0, 2, 27, 1, 1, 1, 0, 16, 5, 5, 0, 0, 6, 1, 0, 0, 1, 0, ...
## $ CE03 <int> 0, 1, 0, 0, 1, 0, 0, 0, 0, 11, 1, 0, 1, 1, 1, 13, 0, 0, 0, 0, 7, 1, 1, 0, 1, 2, 0, 1, 0, 0, 2, 0...
## $ CNS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, ...
## $ CNS05 <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 4, 5, 0, 1, 0, 2, 8, 0, 0, 0, 0, 7, 4, 1, 0, 0, 6, 1, 0, 0, 0, 1, 0, ...
## $ CNS06 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS07 <int> 1, 0, 2, 0, 0, 0, 0, 0, 0, 6, 2, 0, 1, 0, 0, 7, 0, 0, 0, 0, 6, 3, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS08 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS09 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS10 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0, 1, 0, 3, 1, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, ...
## $ CNS11 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS12 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS13 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS14 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS15 <int> 1, 0, 0, 0, 0, 1, 0, 1, 1, 20, 3, 0, 0, 1, 1, 26, 1, 0, 1, 0, 15, 3, 5, 1, 1, 8, 0, 0, 0, 0, 0, ...
## $ CNS16 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 4, 1, 0, 0, 0, 0, 4, 0, 0, 0, 0, 3, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, ...
## $ CNS17 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS18 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS19 <int> 0, 0, 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, 3, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, ...
## $ CNS20 <int> 0, 1, 0, 1, 0, 0, 1, 0, 0, 18, 1, 1, 0, 0, 0, 17, 0, 1, 2, 0, 16, 1, 2, 0, 0, 5, 0, 0, 1, 1, 0, ...
## $ CR01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR07 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CT01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CT02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CD04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ createdate <int> 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 20160228, 201602...
id <- read_lodes("id", "workplace", "SE02", "JT03", "2013", "~/Data/lodes")
glimpse(id)
## Observations: 12,271
## Variables: 53
## $ w_geocode <dbl> 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, 1.6001e+14, ...
## $ C000 <int> 1, 5, 1, 7, 32, 40, 15, 74, 30, 20, 9, 6, 2, 5, 2, 7, 5, 4, 5, 3, 2, 5, 1, 18, 3, 46, 3, 3, 16, ...
## $ CA01 <int> 0, 3, 1, 2, 7, 20, 7, 19, 6, 9, 1, 1, 0, 0, 1, 3, 1, 0, 1, 0, 0, 1, 0, 5, 1, 16, 0, 0, 6, 0, 4, ...
## $ CA02 <int> 1, 2, 0, 5, 22, 15, 7, 43, 13, 6, 7, 2, 0, 1, 1, 2, 2, 3, 4, 3, 0, 4, 1, 7, 2, 22, 1, 1, 5, 5, 3...
## $ CA03 <int> 0, 0, 0, 0, 3, 5, 1, 12, 11, 5, 1, 3, 2, 4, 0, 2, 2, 1, 0, 0, 2, 0, 0, 6, 0, 8, 2, 2, 5, 1, 0, 0...
## $ CE01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CE02 <int> 1, 5, 1, 7, 32, 40, 15, 74, 30, 20, 9, 6, 2, 5, 2, 7, 5, 4, 5, 3, 2, 5, 1, 18, 3, 46, 3, 3, 16, ...
## $ CE03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS04 <int> 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS05 <int> 0, 0, 0, 0, 5, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS06 <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, ...
## $ CNS07 <int> 0, 0, 0, 0, 0, 9, 0, 65, 0, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0,...
## $ CNS08 <int> 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS09 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS10 <int> 0, 0, 0, 0, 3, 5, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 12, 0, 0, 0, 0, 0, 0, 2, 0,...
## $ CNS11 <int> 0, 0, 0, 0, 19, 0, 6, 0, 1, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,...
## $ CNS12 <int> 0, 5, 1, 4, 3, 0, 6, 0, 0, 5, 0, 0, 0, 0, 0, 0, 1, 1, 4, 1, 2, 1, 1, 0, 0, 0, 3, 1, 7, 2, 2, 0, ...
## $ CNS13 <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, ...
## $ CNS14 <int> 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 3, 1, 0, 0, 0, 0, 0, 0,...
## $ CNS15 <int> 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS16 <int> 1, 0, 0, 0, 2, 0, 0, 0, 13, 6, 9, 0, 2, 5, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 37, 0, 0, 0, 2, 0, 1...
## $ CNS17 <int> 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CNS18 <int> 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 1, 2,...
## $ CNS19 <int> 0, 0, 0, 2, 0, 6, 0, 0, 6, 0, 0, 3, 0, 0, 2, 0, 0, 3, 1, 0, 0, 4, 0, 0, 0, 8, 0, 2, 1, 2, 0, 0, ...
## $ CNS20 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR01 <int> 1, 5, 1, 7, 32, 35, 15, 74, 29, 20, 9, 6, 2, 3, 2, 6, 5, 3, 4, 3, 2, 5, 1, 17, 3, 46, 3, 3, 15, ...
## $ CR02 <int> 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR03 <int> 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CR07 <int> 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, ...
## $ CT01 <int> 1, 5, 1, 7, 32, 38, 14, 67, 30, 19, 9, 6, 2, 5, 2, 7, 4, 4, 5, 3, 2, 4, 1, 18, 3, 43, 3, 3, 16, ...
## $ CT02 <int> 0, 0, 0, 0, 0, 2, 1, 7, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0, 0, 0, 1, ...
## $ CD01 <int> 0, 0, 0, 1, 1, 3, 0, 7, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 2, 0, 3, 0, 0, 0, 0, 0, 0, 0, 1, ...
## $ CD02 <int> 1, 0, 0, 1, 10, 7, 1, 23, 8, 2, 4, 1, 1, 1, 0, 1, 0, 0, 1, 2, 2, 0, 0, 2, 1, 10, 2, 0, 2, 1, 1, ...
## $ CD03 <int> 0, 0, 0, 2, 9, 5, 5, 19, 8, 6, 1, 1, 1, 3, 0, 2, 2, 3, 3, 0, 0, 1, 1, 2, 1, 13, 1, 1, 5, 2, 1, 0...
## $ CD04 <int> 0, 2, 0, 1, 5, 5, 2, 6, 7, 2, 2, 2, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 6, 0, 7, 0, 2, 3, 3, 1, 0, ...
## $ CS01 <int> 0, 2, 0, 2, 13, 15, 3, 30, 6, 3, 0, 2, 0, 0, 2, 2, 2, 0, 0, 2, 0, 4, 0, 5, 2, 3, 1, 1, 1, 2, 4, ...
## $ CS02 <int> 1, 3, 1, 5, 19, 25, 12, 44, 24, 17, 9, 4, 2, 5, 0, 5, 3, 4, 5, 1, 2, 1, 1, 13, 1, 43, 2, 2, 15, ...
## $ CFA01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFA05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS01 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS02 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS03 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS04 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ CFS05 <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ...
## $ createdate <int> 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 20160219, 201602...
Test Results
library(lodes)
library(testthat)
date()
## [1] "Fri Jan 20 06:49:37 2017"
test_dir("tests/")
## testthat results ========================================================================================================
## OK: 0 SKIPPED: 0 FAILED: 0
##
## DONE ===================================================================================================================
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