applications of gis and mapping for new york city data
TRANSCRIPT
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Applications of GIS and Mapping for New York
City Data
Ana Champeny, MPAResearch Associate,
Center for Urban Research, The Graduate Center, [email protected]
http://web.gc.cuny.edu/Cur/
Presented to:Fordham University Graduate School of Social Service
October 20, 2006
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IntroductionThe Center for Urban Research (CUR), headed by Professor John Mollenkopf, is part of the Graduate Center at the CUNY
CUNY Data ServiceCUNY Mapping Service
Expertise in secondary data analysis and GIS for New York City
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Presentation OutlineIntroduction to GIS
Locating New York City Geographic Data FilesGeo-coding Data
New York City Data SourcesDemographic Survey DataAdministrative Data
Applications of GIS for New York City DataMerging Individual Data with Contextual DataAllocation of Data on the basis of GeographyExamples from CUR Projects
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What is GIS?“GIS is a collection of computer hardware, software, and geographic data for capturing, managing, analyzing, and displaying all forms of geographically referenced information” (www.gis.com/whatisgis/index.html)
Google Maps and Mapquest are just the beginningGaining popularity in the social sciences
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GIS ProgramsTwo major programs in the field
MapInfo ESRI’s ArcGIS
Each has unique file formatMapInfo uses .tab filesArcGIS uses .shp files
Actually, a .shp file could have three or more files
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Types of Geographic FilesPoint Files
Show the location of a specific point, usually as an XY coordinate Buildings, intersections, crimes
Line FilesRoute or road filesStreet maps, subway lines
Polygon FilesAreas bounded with linesParks, neighborhoods, lakes, tracts
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An Example
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Table Format of a Geographic FileEach point, polygon, or line segment corresponds to a row in a table, shown on the rightCan have geographic coordinate dataCan also have descriptive data Additional data can be appended
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Downloading Geographic FilesBytes of the Big Apple, NYC Department of City Planning (www.nyc.gov/planning/html/bytes/applbyte.shtml)
NYCMAP, NYC Department of Information Technology and Telecommunications (www.nyc.gov/html/doitt/html/eservices/eservices_gis.shtml)
NYS GIS Clearinghouse (www.nysgis.state.ny.us)
U.S. Bureau of the Census (www.census.gov/geo/www/cob/index.html )
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Bytes of the Big AppleAdministrative and Political Boundary FilesCensus Geography Boundary FilesPublic and Private Community Facility Location databaseLION (NYC Street Map)Tax Block and Lot Data
Tax Block and Lot BoundariesPLUTO PAD
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Bytes of the Big Apple Website 1
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Bytes of the Big Apple Website 2
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Census Bureau Website
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Geographically Coding DataCommonly called geocoding
Entering address into Map Quest is geocoding
Creates point dataInvolves assigning the X and Y coordinates
Usually based on street addressTo an intersectionTo the center of a polygon
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Applications for GeocodingIndividual People/Households
VotersSurvey RespondentsStudents
LocationsFood pantriesHospitals
EventsCrimesE-Coli Cases
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New York City Data Sources, Part IU.S. Bureau of the Census
Decennial Census Public Use MicrodataAmerican Community Survey Data (ACS)Census and ACS Summary FileNew York City Housing and Vacancy Survey
U.S. Department of LaborCurrent Population Survey
Even when individual data, generally limited geographic information
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Census Bureau Website
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More of the Census Bureau WebsiteSummary Files
Very extensive tables of dataSome at the block level, most at the tract level
Public Use Microdata Individual and Household RecordsSample of all long-form respondentsCan be analyzed at the PUMAMost flexible
American Community Survey
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New York City Housing and Vacancy Survey
Conducted every three years by the Census Bureau for the cityLarge sample (approximately 18,000 housing units)Both household and individual recordsGeography matches the decennial Census
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New York City Data Sources, Part IINew York City Agencies
Annual Health Survey Administrative Data from individual agenciesNeighborhood profiles at My Neighborhood Statistics (http://gis.nyc.gov/ops/mmr/address.jsp?app=MMR)
Infoshare has compiled an extensive set NYC data in a flexible data and mapping engine (www.infoshare.org/)
University Neighborhood Housing Program (UNHP) has put together a guide to New York City community-based data (www.unhp.org/crg.html)
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Annual NYC Community Health SurveyAnnual phone survey (2002-2005 data available) Sample of around 10,000 New Yorkers age 18 and olderPublic use data for subset of questions is availableAt the United Hospital Fund Neighborhood
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Infoshare Website
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Community Resource Guide Website
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Using GIS to Join or Merge DataFamiliar with joining data based on IDID matches can be done with GIS
Possible to append additional variables or measures from a table to a geographic file
GIS programs can join based on geography/spatial relationships
Either a one-to-one match, such as one Community Board per hospitalOr a one-to-many match, such as multiple hospitals within a Community Board
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Spatial Joins, Part IPoint to Polygon
Completely withinNearest
Can append neighborhood descriptive statistics to individuals, locations, or events
The relationship of the childhood neighborhood and educational outcomesThe relationship between neighborhood characteristics and voting behavior
A
B
C
D
12
34
Within1=C2=3=
4=B
Nearest1=C2=A3=D4=B
Points to Polygons
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Spatial Joins, Part IIPolygon to Point
Closest or first foundSummary of all points
Can aggregate individuals, events, or locations to a geographic area
The distribution of illegal housing conversion complaints among New York City neighborhoods
A
B
C
D
1
234
Closest/ FirstA=
B=2 or 4C=1D=3
Summary(Count)
A=0B=2C=1D=1
Polygons to Points
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Spatial Joins, Part IIIPolygon to Polygon
Closest or first foundSummary of all polygons that intersect
If geographic area are nested, such as census blocks with a tract, can calculate aggregate measures for an area
Combining Community Boards to get be able to merge administrative city data with survey data at the sub-borough
A
B
C
D1
Closest/ First
A=1 or 2B=1C=2
D=1 or 2
Summary(Count)
A=2B=1C=1D=2
Polygons to Polygons
2
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Overlapping New York City GeographyBoundaries do not match perfectlyGIS can display multiple layers of geography in one mapAllow user to see relationship between different geographic areas
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Center for Urban Research Projects
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Poverty in New York City
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Racial and Ethnic Segregation in LA
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Racial and Ethnic Segregation in NY
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NYC Mayoral Election Results
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ConclusionMany possible applications for GIS in social science researchStill a new tool for social scientistsStatistical advancements
Geographically Weighted Regression (Goodchild 2004)Hierarchical Linear Model Data Preparation
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References and SourcesBytes of the Big Apple, NYC Department of City Planning (www.nyc.gov/planning/html/bytes/applbyte.shtml)
ESRI’s Guide to Geographic Information Systems (www.gis.com/whatisgis/index.html)
NYCMAP, NYC Department of Information Technology and Telecommunications (www.nyc.gov/html/doitt/html/eservices/eservices_gis.shtml)
NYS GIS Clearinghouse (GIS Files) (www.nysgis.state.ny.us)
U.S. Bureau of the Census GIS Files (www.census.gov/geo/www/cob/index.html )
Data Files (http://www.census.gov/main/www/cen2000.html) Neighborhood profiles at My Neighborhood Statistics (http://gis.nyc.gov/ops/mmr/address.jsp?app=MMR)Infoshare Data Extraction (www.infoshare.org/)
University Neighborhood Housing Program (UNHP) guide (www.unhp.org/crg.html)
New York City Housing and Vacancy Survey (www.census.gov/hhes/www/housing/nychvs/nychvs.html)NYC Department of Health and Mental Hygiene Community Health Survey (www.nyc.gov/html/doh/html/survey/survey.shtml )Goodchild, Michael F. “Social Science: Interest in GIS Grows.” ArcNews Online. Spring 2004. (http://www.esri.com/news/arcnews/spring04articles/social-sciences.html)Center for Urban Research, Graduate Center, CUNY (http://web.gc.cuny.edu/Cur/)