Tools for geocoding addresses using the State of New Jersey’s official geocoding service & accessing spatial data.
You can install the development version of njgeo from GitHub with:
# install.packages("devtools")
devtools::install_github("gavinrozzi/njgeo")This package supports freely geocoding addresses in New Jersey. No API keys are required and this does not depend on any commercial services.
geocode_address_candidates("33 Livingston Ave. New Brunswick, NJ")
#> njgeo: downloading data
#> Simple feature collection with 4 features and 8 fields
#> Geometry type: POINT
#> Dimension: XY
#> Bounding box: xmin: -74.47533 ymin: 40.46493 xmax: -74.44513 ymax: 40.49297
#> Geodetic CRS: WGS 84
#> address score location.x location.y
#> 1 33 Livingston Avenue, New Brunswick, NJ, 08901 100.00 -74.44513 40.49297
#> 2 Livingston Avenue, New Brunswick, NJ, 08901 97.59 -74.45771 40.48024
#> 3 Livingston Avenue, North Brunswick, NJ, 08902 95.86 -74.47533 40.46493
#> 4 Livingston Avenue, East Brunswick, NJ, 08816 95.86 -74.44593 40.49154
#> extent.xmin extent.ymin extent.xmax extent.ymax geometry
#> 1 -74.44613 40.49197 -74.44413 40.49397 POINT (-74.44513 40.49297)
#> 2 -74.45871 40.47924 -74.45671 40.48124 POINT (-74.45771 40.48024)
#> 3 -74.47633 40.46393 -74.47433 40.46594 POINT (-74.47533 40.46493)
#> 4 -74.44693 40.49054 -74.44493 40.49254 POINT (-74.44593 40.49154)The geocoding output defaults to EPSG:4326 but another CRS can be specified via arguments:
geocode_address_candidates("33 Livingston Ave. New Brunswick, NJ", crs = 3424)
#> njgeo: downloading data
#> Simple feature collection with 4 features and 8 fields
#> Geometry type: POINT
#> Dimension: XY
#> Bounding box: xmin: 498988.5 ymin: 594272.3 xmax: 507385.6 ymax: 604489.2
#> Projected CRS: NAD83 / New Jersey (ftUS)
#> address score location.x location.y
#> 1 33 Livingston Avenue, New Brunswick, NJ, 08901 100.00 507385.6 604489.2
#> 2 Livingston Avenue, New Brunswick, NJ, 08901 97.59 503889.1 599850.6
#> 3 Livingston Avenue, North Brunswick, NJ, 08902 95.86 498988.5 594272.3
#> 4 Livingston Avenue, East Brunswick, NJ, 08816 95.86 507163.8 603966.6
#> extent.xmin extent.ymin extent.xmax extent.ymax geometry
#> 1 507107.3 604124.7 507664.0 604853.6 POINT (507385.6 604489.2)
#> 2 503610.8 599486.2 504167.5 600215.1 POINT (503889.1 599850.6)
#> 3 498710.2 593908.0 499266.8 594636.7 POINT (498988.5 594272.3)
#> 4 506885.4 603602.2 507442.1 604331.1 POINT (507163.8 603966.6)It is possible to batch geocode up to 1000 addresses at once using the two batch geocoding functions provided by the package.
The batch_geocode_addresses() and
batch_geocode_sl() functions can batch geocode up to 1000
addresses at a time. The first function expects multiple columns of data
to geocode the address, while the sl version requires
an address in single column format.
Provide a point to get matching addresses:
reverse_geocode(-74.44513, 40.49297)
#> njgeo: downloading data
#> Address Neighborhood City Subregion Region Postal
#> 1 33 Livingston Avenue New Brunswick Middlesex NJ 08901
#> PostalExt CountryCode Match_addr
#> 1 1900 33 Livingston Avenue, New Brunswick, NJ, 08901
#> Loc_name
#> 1 NJ_Geocode_MulYou can easily obtain spatial boundary data for use in projects via
this package. All objects are returned as an {sf} object
and a coordinate reference system can be specified via arguments to
repoject the shape into a different CRS.
get_state_bounds()
#> njgeo: downloading data
#> Simple feature collection with 1 feature and 9 fields
#> Geometry type: POLYGON
#> Dimension: XY
#> Bounding box: xmin: -75.56342 ymin: 38.85289 xmax: -73.89363 ymax: 41.35765
#> Geodetic CRS: WGS 84
#> OBJECTID NAME GNIS_NAME GNIS ACRES SQ_MILES
#> 1 1 New Jersey State of New Jersey 1779795 5549497 8671.089
#> GLOBALID SHAPE_Length SHAPE_Area
#> 1 {64BFC6D2-D0A8-418C-9E76-ADF18AA40F74} 2703088 241735115122
#> geometry
#> 1 POLYGON ((-74.67081 41.3463...get_county_bounds()
#> njgeo: downloading data
#> Simple feature collection with 21 features and 21 fields
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: -75.55957 ymin: 38.92852 xmax: -73.90245 ymax: 41.35765
#> Geodetic CRS: WGS 84
#> First 10 features:
#> FID COUNTY COUNTY_LABEL CO GNIS_NAME GNIS FIPSSTCO
#> 1 1 ATLANTIC Atlantic County ATL County of Atlantic 882270 34001
#> 2 2 BERGEN Bergen County BER County of Bergen 882271 34003
#> 3 3 BURLINGTON Burlington County BUR County of Burlington 882272 34005
#> 4 4 CAMDEN Camden County CAM County of Camden 882273 34007
#> 5 5 CAPE MAY Cape May County CAP County of Cape May 882274 34009
#> 6 6 CUMBERLAND Cumberland County CUM County of Cumberland 882275 34011
#> 7 7 ESSEX Essex County ESS County of Essex 882276 34013
#> 8 8 GLOUCESTER Gloucester County GLO County of Gloucester 882277 34015
#> 9 9 HUDSON Hudson County HUD County of Hudson 882278 34017
#> 10 10 HUNTERDON Hunterdon County HUN County of Hunterdon 882228 34019
#> FIPSCO ACRES SQ_MILES POP2010 POP2000 POP1990 POP1980 POPDEN2010
#> 1 1 390815.40 610.6491 274549 252552 275372 204615 450
#> 2 3 153490.28 239.8286 905116 884118 829592 849843 3774
#> 3 5 524903.34 820.1615 448734 423394 395066 362542 547
#> 4 7 145598.49 227.4976 513657 508932 532498 471650 2258
#> 5 9 183126.57 286.1353 97265 102326 95089 82266 340
#> 6 11 321150.32 501.7974 156898 146438 138053 132866 313
#> 7 13 83034.86 129.7420 783969 793633 748281 850451 6043
#> 8 15 215073.16 336.0518 288288 254673 230082 199917 858
#> 9 17 32982.40 51.5350 634266 608975 553099 556972 12307
#> 10 19 279879.34 437.3115 128349 121989 107776 87361 293
#> POPDEN2000 POPDEN1990 POPDEN1980 REGION SHAPE_Length SHAPE_Area
#> 1 414 451 335 COASTAL 2.054478 0.16559498
#> 2 3686 3459 3544 NORTHEASTERN 1.393879 0.06645191
#> 3 516 482 442 SOUTHERN 2.439422 0.22368243
#> 4 2237 2341 2073 SOUTHERN 1.553964 0.06197876
#> 5 358 332 288 COASTAL 1.589942 0.07723522
#> 6 292 275 265 SOUTHERN 2.213655 0.13586761
#> 7 6117 5767 6555 NORTHEASTERN 1.105311 0.03585682
#> 8 758 685 595 SOUTHERN 1.804883 0.09143512
#> 9 11817 10732 10808 NORTHEASTERN 1.225024 0.01423219
#> 10 279 246 200 CENTRAL 1.783708 0.12046630
#> geometry
#> 1 MULTIPOLYGON (((-74.67437 3...
#> 2 MULTIPOLYGON (((-73.90569 4...
#> 3 MULTIPOLYGON (((-74.69864 4...
#> 4 MULTIPOLYGON (((-75.03314 3...
#> 5 MULTIPOLYGON (((-74.85962 3...
#> 6 MULTIPOLYGON (((-75.06186 3...
#> 7 MULTIPOLYGON (((-74.32256 4...
#> 8 MULTIPOLYGON (((-75.12857 3...
#> 9 MULTIPOLYGON (((-74.16093 4...
#> 10 MULTIPOLYGON (((-74.86234 4...get_muni_bounds()
#> njgeo: downloading data
#> Simple feature collection with 565 features and 23 fields
#> Geometry type: MULTIPOLYGON
#> Dimension: XY
#> Bounding box: xmin: -75.55957 ymin: 38.92852 xmax: -73.90245 ymax: 41.35765
#> Geodetic CRS: WGS 84
#> First 10 features:
#> OBJECTID MUN COUNTY MUN_LABEL MUN_TYPE
#> 1 1 CAPE MAY POINT BORO CAPE MAY Cape May Point Borough Borough
#> 2 2 WEST CAPE MAY BORO CAPE MAY West Cape May Borough Borough
#> 3 3 CAPE MAY CITY CAPE MAY Cape May City City
#> 4 4 WILDWOOD CREST BORO CAPE MAY Wildwood Crest Borough Borough
#> 5 5 WEST WILDWOOD BORO CAPE MAY West Wildwood Borough Borough
#> 6 6 NORTH WILDWOOD CITY CAPE MAY North Wildwood City City
#> 7 7 LOWER TWP CAPE MAY Lower Township Township
#> 8 8 STONE HARBOR BORO CAPE MAY Stone Harbor Borough Borough
#> 9 9 AVALON BORO CAPE MAY Avalon Borough Borough
#> 10 10 MIDDLE TWP CAPE MAY Middle Township Township
#> NAME GNIS_NAME GNIS SSN MUN_CODE
#> 1 Cape May Point Borough Borough of Cape May Point 885179 0503 0503
#> 2 West Cape May Borough Borough of West Cape May 885435 0512 0512
#> 3 Cape May City of Cape May 885178 0502 0502
#> 4 Wildwood Crest Borough Borough of Wildwood Crest 885445 0515 0515
#> 5 West Wildwood Borough Borough of West Wildwood 885441 0513 0513
#> 6 North Wildwood City of North Wildwood 885328 0507 0507
#> 7 Lower Township Township of Lower 882044 0505 0505
#> 8 Stone Harbor Borough Borough of Stone Harbor 885410 0510 0510
#> 9 Avalon Borough Borough of Avalon 885146 0501 0501
#> 10 Middle Township Township of Middle 882045 0506 0506
#> CENSUS2010 ACRES SQ_MILES POP2010 POP2000 POP1990 POP1980 POPDEN2010
#> 1 3400910330 192.0512 0.3000799 291 241 248 255 970
#> 2 3400978530 756.5388 1.1820919 1024 1095 1026 1091 866
#> 3 3400910270 1844.8312 2.8825488 3607 4034 4668 4853 1251
#> 4 3400981200 947.7268 1.4808231 3270 3980 3631 4149 2208
#> 5 3400980210 232.8413 0.3638145 603 448 453 360 1657
#> 6 3400953490 1593.6241 2.4900376 4041 4935 5017 4714 1623
#> 7 3400941610 19851.6960 31.0182749 22866 22945 20820 17105 737
#> 8 3400971010 1479.9542 2.3124285 866 1128 1025 1187 374
#> 9 3400902320 3179.4468 4.9678857 1334 2143 1809 2162 269
#> 10 3400945810 52934.9963 82.7109317 18911 16405 14771 11373 229
#> POPDEN2000 POPDEN1990 POPDEN1980 SHAPE_Length SHAPE_Area
#> 1 803 826 850 0.04154698 8.075899e-05
#> 2 926 868 923 0.08769263 3.181544e-04
#> 3 1399 1619 1684 0.20318471 7.758056e-04
#> 4 2688 2452 2802 0.10132480 3.987271e-04
#> 5 1231 1245 990 0.05201539 9.800047e-05
#> 6 1982 2015 1893 0.14039854 6.707966e-04
#> 7 740 671 551 0.52199887 8.352893e-03
#> 8 488 443 513 0.13930193 6.232645e-04
#> 9 431 364 435 0.22707767 1.339875e-03
#> 10 198 179 138 0.81069461 2.230602e-02
#> geometry
#> 1 MULTIPOLYGON (((-74.95983 3...
#> 2 MULTIPOLYGON (((-74.92585 3...
#> 3 MULTIPOLYGON (((-74.8765 38...
#> 4 MULTIPOLYGON (((-74.83331 3...
#> 5 MULTIPOLYGON (((-74.8189 39...
#> 6 MULTIPOLYGON (((-74.7797 39...
#> 7 MULTIPOLYGON (((-74.934 39....
#> 8 MULTIPOLYGON (((-74.75414 3...
#> 9 MULTIPOLYGON (((-74.7138 39...
#> 10 MULTIPOLYGON (((-74.7174 39...