GIS Lecture 8: Geocoding

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GIS 1. •GIS Tutorial, Third Edition. GIS Lecture 8: Geocoding. 100. 198. 101 ... GIS 4. •GIS Tutorial, Third Edition. Geocoding. •Address Matching. - Process of ...
GIS Lecture 8: Geocoding 100 101

•GIS Tutorial, Third Edition

Elm Street

198 199

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Outline •Geocoding Overview •Linear (Street) Geocoding •Problems and Solutions •Polygon Geocoding •Geocoding in ArcGIS

•GIS Tutorial, Third Edition

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Geocoding Overview

•GIS Tutorial, Third Edition

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Geocoding

•Address Matching -

Process of creating geometric representations for locations (point features) from descriptions of locations (addresses)

• Displays tabular data containing addresses as points on a map

• Finds locations on a map easily •GIS Tutorial, Third Edition

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Geocoding Examples •

Emergency dispatch operators geocode an address to determine who should respond to an emergency call



County health director maps personal care and nursing homes and compares them to elderly population by neighborhood



Business maps store locations and compares to competitor locations

More?

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Source data Tabular data

• street addresses • zip codes

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Destination data Geographic Data

• street centerlines • zip code polygons

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Linear (Street) Geocoding

•GIS Tutorial, Third Edition

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Address Components Number Street Name

123 Oak ST E, Apt. 2, Pittsburgh, PA 15213

Street Type

123 Oak ST E, Apt. 2, Pittsburgh, PA 15213

123 Oak ST E, Apt. 2, Pittsburgh, PA 15213

Direction, suffix 123 Oak ST E, Apt. 2, Pittsburgh, PA 15213 Direction, prefix 123 E Oak ST, Apt. 2, Pittsburgh, PA 15213 Unit Number

123 Oak ST E, Apt. 2, Pittsburgh, PA 15213

Zone, city

123 Oak ST E, Apt. 2, Pittsburgh, PA 15213

Zone, zip code 123 Oak ST E, Apt. 2, Pittsburgh, PA 15213

Items for Single Number Street Address: Address 123 Oak ST E

•GIS Tutorial, Third Edition

Unit Apt. 2

City Zip Code Pittsburgh 15213

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Linear Geocoding (Streets) Urban street maps - four street address numbers ranging from low to high for each side of a street segment.

100

Oak Street

199

101

Left_from 100 •GIS Tutorial, Third Edition

Left_to 198

198

Right_from 101

Right_to 199

Street_name OAK

Type ST GIS 10

Geocoding Steps Original Address: 125 East Oak Street 15213 Address Parced: |125| East|Oak|Street| 15213 Abbreviations Standardized: |125|E|Oak|St| 15213 Elements Assigned to Match Keys: [HN]:125 [SN]:Oak[ST]:St [SD]:E [ZP]:15213

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Geocoding Steps Candidates Identified: 125 West Oak Street 15213 From

To

Street

Type

Side

Parity

Direction

Street_

2

98

Oak

St

R

E

W

4344

1

99

Oak

St

L

O

W

4345

100

198

Oak

St

R

E

E

4346

101

199

Oak

St

L

O

E

4357

Candidates Scored and Filtered: From

To

Street

Type

Side

Parity

Direction

Street_

100

198

Oak

St

R

E

E

4346

101

199

Oak

St

L

O

E

4357

•GIS Tutorial, Third Edition

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Major Geocoding Steps Best Candidate Matched From

To

Street

Type

Side

Parity

Direction

Street_

101

199

Oak

St

R

O

E

4357

Oak St 98

100

198

1

99

101

199

Pine Av

2

•GIS Tutorial, Third Edition

123

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Geocoding Flowchart

•GIS Tutorial, Third Edition

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Theoretical vs. Actual address ranges Lt_from 1101

Lt_to 1199

•GIS Tutorial, Third Edition

Rt_from 1100

Rt_to 1198

Lt_from 1101

Lt_to 1161

Rt_from 1100

Rt_to 1160

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Problems and Solutions

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Possible Problems Variations in Street Names • Fifth Avenue, Fifth Ave., 5th AV • Saw Mill Run, Route 51

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Possible Problems Variations in Street Names • Fifth Avenue, Fifth Ave., 5th AV • Saw Mill Run, Route 51 Data Entry Errors • Fidth Avenue • Sawmill Run

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Possible Problems Variations in Street Names • Fifth Avenue, Fifth Ave., 5th AV • Saw Mill Run, Route 51 Data Entry Errors • Fidth Avenue • Sawmill Run Place Names • White House, Heinz Field, Empire State Building

•GIS Tutorial, Third Edition

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Possible Problems Variations in Street Names • Fifth Avenue, Fifth Ave., 5th AV • Saw Mill Run, Route 51 Data Entry Errors • Fidth Avenue • Sawmill Run Place Names • White House, Heinz Field, Empire State Building Intersections • 5th AV and Craig ST

•GIS Tutorial, Third Edition

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Possible Problems Variations in Street Names • Fifth Avenue, Fifth Ave., 5th AV • Saw Mill Run, Route 51 Data Entry Errors • Fidth Avenue • Sawmill Run Place Names • White House, Heinz Field, Empire State Building Intersections • 5th AV and Craig ST Zones • 100 Main ST 15101, 100 Main ST 16202

•GIS Tutorial, Third Edition

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Possible Problems Variations in Street Names • Fifth Avenue, Fifth Ave., 5th AV • Saw Mill Run, Route 51 Data Entry Errors • Fidth Avenue • Sawmill Run Place Names • White House, Heinz Field, Empire State Building Intersections • 5th AV and Craig ST Zones • 100 Main ST 15101, 100 Main ST 16202 Post Office Boxes • P.O. Box 125 •GIS Tutorial, Third Edition

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Solutions Clean your data before geocoding Use postal address standards • Publication 28 of the U.S. Post Office (2000) provides standard street address formats

Use Standard Intersection Connectors

•&|@

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Street Intersections •Put street intersections in address field Forbes AV & Craig ST Grant ST & 5th AV E North Star RD & Duncan AV •Do not include street numbers 3999 Forbes Ave & 100 Craig ST •Connectors Any unusual character (e.g., &, @, |) Just be consistent •GIS Tutorial, Third Edition

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Solutions Use Alias Table Alias

Address

White House

1600 Pennsylvania Avenue

Heinz Field

100 Art Rooney Avenue

Empire State Building

350 5th Ave

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Other Geocoding Layers • Polygons - parcels, census blocks, tracts, places, counties, etc.

• Points - landmarks such as churches, schools, and other cultural features represented as points

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Polygon Geocoding

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Polygon Geocoding •

Polygon features can be identified by their parcel numbers, postal zip, or zip+4 codes •Parcel_Number (1046) •ZIP (15218) •ZIP + 4 (15218-1234)

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Polygon Geocoding (Zip Codes) Points created at zip code centroids

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Polygon Geocoding (Zip Codes) Spatially join to make choropleth map

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Geocoding in ArcGIS

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Create Address Locator ArcCatalog

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Choose Address Locator style Skeleton of the Address Locator Based on data tables and reference layer

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Address Locator styles

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Choose reference layer Streets, ZIP Codes

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Address Locator parameters

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Geocode in ArcMap •Add tabular data and streets layer •Add your Address Locator •Geocode addresses •View geocoding results •Interactively rematch addresses

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Address rematching Investigate unmatched addresses • Generally requires expertise and knowledge of local streets. • Compare a street name in the attributes of the streets table and the address table.

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Summary •Geocoding Overview •Linear (Street) Geocoding •Problems and Solutions •Polygon Geocoding •Geocoding in ArcGIS

•GIS Tutorial, Third Edition

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* Tutorial 8 tip * • don’t worry if your geocoding Results are different percentages than shown in the book.

• if it tells you to Re-match a record that is already matched, just skip to the next step.

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