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crime polygons rates space-time <500 ESDA regression research housing points 500-5,000 csv/txt politics larger areas economics smaller areas Census open data textbook simulation environment demographics health Anselin lab development 5,000+ ACS clusters

18 Jul 2019

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

San Francisco Crime Incidents (2012)

Incidents of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism in San Francisco (06-12/2012).

crime points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Police Expenditures in Mississippi (1982)

Police expenditures, crime and socio-economic characteristics for Mississippi counties, 1982

crime polygons <500 smaller areas ESDA research

18 Jul 2017

Pittsburgh Homicides 1993

Homicides in Pittsburgh, PA (1993)

crime points <500 ESDA research

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Juvenile Offenders in Cardiff, UK

Residences of juvenile offenders in Cardiff, UK.

crime points <500 ESDA textbook

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Guerry

Classic social science foundational study (Guerry) on crime, suicide, literacy and other "moral statistics" in 1830s France.

crime polygons <500 smaller areas ESDA textbook

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

11 Oct 2023

Chicago Community Areas

Socio-economic snapshot for Chicago Community Areas in 2020

polygons <500 textbook ESDA open data

11 Oct 2023

Chicago SDOH, census Tracts

Socio-economic determinants of health in 2014 Chicago

polygons <500 textbook ESDA open data

11 Oct 2023

Ceará Zika, municipalities in the State of Ceará, Brazil

Zika and Microcephaly infections and socio-economic profiles for 2013-2016

polygons <500 textbook ESDA open data

07 Jun 2023

Oaxaca Development

Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico

development polygons <500 textbook ESDA open data

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

12 Aug 2020

Denver 2010 Demographics & Housing

Census demographics and housing data for Denver neighborhoods (2010).

housing polygons <500 smaller areas ESDA Census

10 Aug 2020

Chicago Community Area Population 2000 and 2010

Chicago Community Area Population Percent Change for 2000 and 2010

demographics polygons smaller areas Census

10 Aug 2020

The U.S. Social Determinants of Health

The U.S. Social Determinants of Health Atlas at Neighborhood-Level

economics polygons 500-5,000 smaller areas ACS

01 Jan 2020

Chicago parcels

Chicago parcels

polygons 5,000+ smaller areas

18 Jul 2019

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

NYC Neighborhoods

Demographic information for NYC neighborhood tabulation areas (2008-12).

demographics polygons <500 smaller areas ESDA Census

18 Jul 2017

NYC Education (2000)

Education data for NYC Neighborhood tabulation areas (2000 Census)

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Block-level Earnings in NYC (2002-14)

Block-level Earnings New York City (2002-14) from Longitudinal Employer-Household Dynamics (LEHD)

economics polygons space-time ESDA Census 5,000+

18 Jul 2017

International Aid to Nepal (2007-14)

International aid and socio-economic indicators for 75 districts in Nepal (2007-14).

development polygons <500 larger areas ESDA open data

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

Malaria in Colombia (1998)

Malaria Incidence in Colombian municipalities

health polygons 500-5,000 larger areas ESDA open data

18 Jul 2017

Rental Housing and Demographics in NYC (2000s)

Rental housing and demographics for 55 sub-boroughs of New York City (2000s).

housing polygons Census Anselin lab <500

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

NYC Education + Socio-Demographics

Education and socio-demographic characteristics for New York City Census tracts (2008-12).

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Tampa Employment 2000

Demographic information for the Tampa, FL metro area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Industry Composition in Seattle (2000)

Establishment by type for the Seattle, WA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Seattle 2000 Employment

2000 Socio-Economic Census Tract Data for the Seattle, WA Metro Area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

18 Jul 2017

Savannah Industry Mix (2000)

Establishment by type for the Savannah, GA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Savannah Employment 2000

Demographic information for the Savannah, GA metro area

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento Industry Mix

Establishment by type for the Sacramento, CA Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento 2000 Employment

2000 Socio-Economic Census Tract Data for the Sacramento MSA, CA

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Police Expenditures in Mississippi (1982)

Police expenditures, crime and socio-economic characteristics for Mississippi counties, 1982

crime polygons <500 smaller areas ESDA research

18 Jul 2017

Income and Error in Phoenix (2005-09)

ACS income and error for Phoenix, AZ metro area

demographics polygons 500-5,000 ESDA regression Census

18 Jul 2017

Orlando Industry Mix

Establishment by type for the Orlando, FL Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando 2000 Employment

2000 Socio-Economic Census Tract Data for the Orlando, FL Metro Area.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

NDVI in Africa (1990)

NDVI near Central African Republic, Sudan and Congo (1990).

environment polygons larger areas research <500

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Milwaukee Industry Mix

Establishment by type for the Milwaukee MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Employment 2000

Demographic information for the Milwaukee MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Yield and Fertilizer (2000)

Yield data and nitrogen fertilizer treatment with field characteristics for the Las Rosas farm, Argentina, (1999, 2001).

economics polygons 500-5,000 ESDA regression research

18 Jul 2017

Lansing Industry Mix 2000

Establishment by type for Lansing MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Employment 2000

Demographic information for the Lansing MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Industry Composition in Hickory (2000)

Establishment by type for the Hickory MSA, NC (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Hickory 2000 Employment

2000 Socio-Economic Census Tract Data for Hickory MSA, NC

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Simulated Spatial Autocorrelation

10x10 Grid of simulated random variables with spatial autocorrelation.

simulation polygons <500 ESDA textbook

18 Jul 2017

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Charleston Industry Mix 2000

Establishment by type for the Charleston, SC Metro Area (1998 and 2001).

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Guerry

Classic social science foundational study (Guerry) on crime, suicide, literacy and other "moral statistics" in 1830s France.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Chile Functional Labour Market Areas

Labour market areas (LMAs) for Chile to analyze spatial labour market activity.

economics polygons research rates space-time

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

30 May 2017

Charleston 2000 Employment

2000 Socio-Economic Census Tract Data for Charleston, SC

economics polygons <500 smaller areas ESDA Census

30 May 2017

Buenos Aires 1999 Elections

1999 Elections for Argentinean Congress

politics polygons <500 larger areas ESDA

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

01 Jan 2021

John Snow: Sewer grates and ventilators

John Snow: Sewer grates and ventilators

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: 8 Pumps

John Snow: the Broad Street pump and 7 nearby pumps

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by 8 pump rings

John Snow: Cholera deaths aggregated by 8 pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by Broad Street pump rings

John Snow: Cholera deaths aggregated by Broad Street pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by block

John Snow: Cholera deaths aggregated by block

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by building

John Snow: Cholera deaths aggregated by building

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Subdistricts

John Snow: South London Subdistricts

demographics points <500 smaller areas rates

14 Nov 2020

The Soho Outbreak: Deaths

Cholera deaths and non-deaths aggregated by house

demographics points <500 smaller areas rates

28 Sep 2020

John Snow & the 19th Century Cholera Epidemic

John Snow & the 19th Century Cholera Epidemic in London

demographics points <500 smaller areas rates

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Chile Functional Labour Market Areas

Labour market areas (LMAs) for Chile to analyze spatial labour market activity.

economics polygons research rates space-time

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

18 Jul 2017

Block-level Earnings in NYC (2002-14)

Block-level Earnings New York City (2002-14) from Longitudinal Employer-Household Dynamics (LEHD)

economics polygons space-time ESDA Census 5,000+

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Chile Functional Labour Market Areas

Labour market areas (LMAs) for Chile to analyze spatial labour market activity.

economics polygons research rates space-time

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

11 Oct 2023

Chicago Community Areas

Socio-economic snapshot for Chicago Community Areas in 2020

polygons <500 textbook ESDA open data

11 Oct 2023

Chicago Carjackings

Point locations of carjackings in 2020 Chicago

points <500 textbook ESDA open data

11 Oct 2023

Chicago SDOH, census Tracts

Socio-economic determinants of health in 2014 Chicago

polygons <500 textbook ESDA open data

11 Oct 2023

Italy Community Banks

Italy community bank performance indicators for 2011-17

development points <500 textbook ESDA open data

11 Oct 2023

Ceará Zika, municipalities in the State of Ceará, Brazil

Zika and Microcephaly infections and socio-economic profiles for 2013-2016

polygons <500 textbook ESDA open data

07 Jun 2023

Oaxaca Development

Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico

development polygons <500 textbook ESDA open data

01 Jan 2021

John Snow: Sewer grates and ventilators

John Snow: Sewer grates and ventilators

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: 8 Pumps

John Snow: the Broad Street pump and 7 nearby pumps

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by 8 pump rings

John Snow: Cholera deaths aggregated by 8 pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by Broad Street pump rings

John Snow: Cholera deaths aggregated by Broad Street pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by block

John Snow: Cholera deaths aggregated by block

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by building

John Snow: Cholera deaths aggregated by building

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Subdistricts

John Snow: South London Subdistricts

demographics points <500 smaller areas rates

14 Nov 2020

The Soho Outbreak: Deaths

Cholera deaths and non-deaths aggregated by house

demographics points <500 smaller areas rates

28 Sep 2020

John Snow & the 19th Century Cholera Epidemic

John Snow & the 19th Century Cholera Epidemic in London

demographics points <500 smaller areas rates

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

12 Aug 2020

Denver 2010 Demographics & Housing

Census demographics and housing data for Denver neighborhoods (2010).

housing polygons <500 smaller areas ESDA Census

18 Jul 2019

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

19 Jul 2017

Cleveland Home Sales (2015)

Home sales in a core area of Cleveland, OH for the fourth quarter of 2015.

housing points <500 open data ESDA Anselin lab

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

2015 Chicago supermarkets

2015 Chicago grocery stores (scraped from Google Maps).

economics points <500 ESDA open data Anselin lab

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

Baltimore Home Sales 1970s

Baltimore data for hedonic house price modeling (1970s).

housing points <500 regression research Anselin lab

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

NYC Neighborhoods

Demographic information for NYC neighborhood tabulation areas (2008-12).

demographics polygons <500 smaller areas ESDA Census

18 Jul 2017

International Aid to Nepal (2007-14)

International aid and socio-economic indicators for 75 districts in Nepal (2007-14).

development polygons <500 larger areas ESDA open data

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

Rental Housing and Demographics in NYC (2000s)

Rental housing and demographics for 55 sub-boroughs of New York City (2000s).

housing polygons Census Anselin lab <500

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Industry Composition in Seattle (2000)

Establishment by type for the Seattle, WA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

18 Jul 2017

Savannah Industry Mix (2000)

Establishment by type for the Savannah, GA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Savannah Employment 2000

Demographic information for the Savannah, GA metro area

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento Industry Mix

Establishment by type for the Sacramento, CA Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento 2000 Employment

2000 Socio-Economic Census Tract Data for the Sacramento MSA, CA

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Police Expenditures in Mississippi (1982)

Police expenditures, crime and socio-economic characteristics for Mississippi counties, 1982

crime polygons <500 smaller areas ESDA research

18 Jul 2017

Pittsburgh Homicides 1993

Homicides in Pittsburgh, PA (1993)

crime points <500 ESDA research

18 Jul 2017

Los Angeles Ozone 1996

July 1996 ozone measurements for Los Angeles basin monitoring stations.

environment points <500 ESDA open data

18 Jul 2017

Ozone Data (1997-99)

Monthly ozone measurements for 30 monitoring stations.

environment points <500 ESDA

18 Jul 2017

Orlando Industry Mix

Establishment by type for the Orlando, FL Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando 2000 Employment

2000 Socio-Economic Census Tract Data for the Orlando, FL Metro Area.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

NDVI in Africa (1990)

NDVI near Central African Republic, Sudan and Congo (1990).

environment polygons larger areas research <500

18 Jul 2017

Milwaukee Industry Mix

Establishment by type for the Milwaukee MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Employment 2000

Demographic information for the Milwaukee MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Industry Mix 2000

Establishment by type for Lansing MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Employment 2000

Demographic information for the Lansing MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Juvenile Offenders in Cardiff, UK

Residences of juvenile offenders in Cardiff, UK.

crime points <500 ESDA textbook

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Industry Composition in Hickory (2000)

Establishment by type for the Hickory MSA, NC (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Hickory 2000 Employment

2000 Socio-Economic Census Tract Data for Hickory MSA, NC

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Simulated Spatial Autocorrelation

10x10 Grid of simulated random variables with spatial autocorrelation.

simulation polygons <500 ESDA textbook

18 Jul 2017

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Guerry

Classic social science foundational study (Guerry) on crime, suicide, literacy and other "moral statistics" in 1830s France.

crime polygons <500 smaller areas ESDA textbook

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

30 May 2017

Charleston 2000 Employment

2000 Socio-Economic Census Tract Data for Charleston, SC

economics polygons <500 smaller areas ESDA Census

30 May 2017

Buenos Aires 1999 Elections

1999 Elections for Argentinean Congress

politics polygons <500 larger areas ESDA

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

11 Oct 2023

Chicago Community Areas

Socio-economic snapshot for Chicago Community Areas in 2020

polygons <500 textbook ESDA open data

11 Oct 2023

Chicago Carjackings

Point locations of carjackings in 2020 Chicago

points <500 textbook ESDA open data

11 Oct 2023

Chicago SDOH, census Tracts

Socio-economic determinants of health in 2014 Chicago

polygons <500 textbook ESDA open data

11 Oct 2023

Italy Community Banks

Italy community bank performance indicators for 2011-17

development points <500 textbook ESDA open data

11 Oct 2023

Ceará Zika, municipalities in the State of Ceará, Brazil

Zika and Microcephaly infections and socio-economic profiles for 2013-2016

polygons <500 textbook ESDA open data

07 Jun 2023

Oaxaca Development

Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico

development polygons <500 textbook ESDA open data

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

12 Aug 2020

Denver 2010 Demographics & Housing

Census demographics and housing data for Denver neighborhoods (2010).

housing polygons <500 smaller areas ESDA Census

18 Jul 2019

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

19 Jul 2017

Cleveland Home Sales (2015)

Home sales in a core area of Cleveland, OH for the fourth quarter of 2015.

housing points <500 open data ESDA Anselin lab

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

2015 Chicago Liquor Stores

Liquor stores in Chicago. Scraped from Google Maps in 2015.

economics points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

2015 Chicago supermarkets

2015 Chicago grocery stores (scraped from Google Maps).

economics points <500 ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Incidents (2012)

Incidents of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism in San Francisco (06-12/2012).

crime points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

NYC Neighborhoods

Demographic information for NYC neighborhood tabulation areas (2008-12).

demographics polygons <500 smaller areas ESDA Census

18 Jul 2017

NYC Education (2000)

Education data for NYC Neighborhood tabulation areas (2000 Census)

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Block-level Earnings in NYC (2002-14)

Block-level Earnings New York City (2002-14) from Longitudinal Employer-Household Dynamics (LEHD)

economics polygons space-time ESDA Census 5,000+

18 Jul 2017

International Aid to Nepal (2007-14)

International aid and socio-economic indicators for 75 districts in Nepal (2007-14).

development polygons <500 larger areas ESDA open data

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

Malaria in Colombia (1998)

Malaria Incidence in Colombian municipalities

health polygons 500-5,000 larger areas ESDA open data

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

NYC Education + Socio-Demographics

Education and socio-demographic characteristics for New York City Census tracts (2008-12).

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Tampa Employment 2000

Demographic information for the Tampa, FL metro area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Industry Composition in Seattle (2000)

Establishment by type for the Seattle, WA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Seattle 2000 Employment

2000 Socio-Economic Census Tract Data for the Seattle, WA Metro Area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

18 Jul 2017

Savannah Industry Mix (2000)

Establishment by type for the Savannah, GA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Savannah Employment 2000

Demographic information for the Savannah, GA metro area

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento Industry Mix

Establishment by type for the Sacramento, CA Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento 2000 Employment

2000 Socio-Economic Census Tract Data for the Sacramento MSA, CA

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Police Expenditures in Mississippi (1982)

Police expenditures, crime and socio-economic characteristics for Mississippi counties, 1982

crime polygons <500 smaller areas ESDA research

18 Jul 2017

Pittsburgh Homicides 1993

Homicides in Pittsburgh, PA (1993)

crime points <500 ESDA research

18 Jul 2017

Income and Error in Phoenix (2005-09)

ACS income and error for Phoenix, AZ metro area

demographics polygons 500-5,000 ESDA regression Census

18 Jul 2017

Los Angeles Ozone 1996

July 1996 ozone measurements for Los Angeles basin monitoring stations.

environment points <500 ESDA open data

18 Jul 2017

Ozone Data (1997-99)

Monthly ozone measurements for 30 monitoring stations.

environment points <500 ESDA

18 Jul 2017

Orlando Industry Mix

Establishment by type for the Orlando, FL Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando 2000 Employment

2000 Socio-Economic Census Tract Data for the Orlando, FL Metro Area.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Milwaukee Industry Mix

Establishment by type for the Milwaukee MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Employment 2000

Demographic information for the Milwaukee MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Yield and Fertilizer (2000)

Yield data and nitrogen fertilizer treatment with field characteristics for the Las Rosas farm, Argentina, (1999, 2001).

economics polygons 500-5,000 ESDA regression research

18 Jul 2017

Lansing Industry Mix 2000

Establishment by type for Lansing MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Employment 2000

Demographic information for the Lansing MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Juvenile Offenders in Cardiff, UK

Residences of juvenile offenders in Cardiff, UK.

crime points <500 ESDA textbook

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Industry Composition in Hickory (2000)

Establishment by type for the Hickory MSA, NC (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Hickory 2000 Employment

2000 Socio-Economic Census Tract Data for Hickory MSA, NC

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Simulated Spatial Autocorrelation

10x10 Grid of simulated random variables with spatial autocorrelation.

simulation polygons <500 ESDA textbook

18 Jul 2017

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Charleston Industry Mix 2000

Establishment by type for the Charleston, SC Metro Area (1998 and 2001).

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Guerry

Classic social science foundational study (Guerry) on crime, suicide, literacy and other "moral statistics" in 1830s France.

crime polygons <500 smaller areas ESDA textbook

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

30 May 2017

Charleston 2000 Employment

2000 Socio-Economic Census Tract Data for Charleston, SC

economics polygons <500 smaller areas ESDA Census

30 May 2017

Buenos Aires 1999 Elections

1999 Elections for Argentinean Congress

politics polygons <500 larger areas ESDA

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Baltimore Home Sales 1970s

Baltimore data for hedonic house price modeling (1970s).

housing points <500 regression research Anselin lab

18 Jul 2017

2014-15 Home Sales in King County, WA

Home sale prices for Seattle and King County, WA (2014-2015).

housing points 5,000+ regression open data

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Income and Error in Phoenix (2005-09)

ACS income and error for Phoenix, AZ metro area

demographics polygons 500-5,000 ESDA regression Census

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Yield and Fertilizer (2000)

Yield data and nitrogen fertilizer treatment with field characteristics for the Las Rosas farm, Argentina, (1999, 2001).

economics polygons 500-5,000 ESDA regression research

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

29 May 2017

Boston Housing 1970s

Boston data for hedonic house price modeling (1970s).

housing points 500-5,000 regression research csv/txt

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

Baltimore Home Sales 1970s

Baltimore data for hedonic house price modeling (1970s).

housing points <500 regression research Anselin lab

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Police Expenditures in Mississippi (1982)

Police expenditures, crime and socio-economic characteristics for Mississippi counties, 1982

crime polygons <500 smaller areas ESDA research

18 Jul 2017

Pittsburgh Homicides 1993

Homicides in Pittsburgh, PA (1993)

crime points <500 ESDA research

18 Jul 2017

NDVI in Africa (1990)

NDVI near Central African Republic, Sudan and Congo (1990).

environment polygons larger areas research <500

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Yield and Fertilizer (2000)

Yield data and nitrogen fertilizer treatment with field characteristics for the Las Rosas farm, Argentina, (1999, 2001).

economics polygons 500-5,000 ESDA regression research

18 Jul 2017

Houston Homicides 1980s-90s

Homicides and socio-economics in Houston, TX (1979-93).

crime polygons rates space-time <500 ESDA regression research

18 Jul 2017

Chile Functional Labour Market Areas

Labour market areas (LMAs) for Chile to analyze spatial labour market activity.

economics polygons research rates space-time

29 May 2017

Boston Housing 1970s

Boston data for hedonic house price modeling (1970s).

housing points 500-5,000 regression research csv/txt

29 May 2017

Atlanta Homicides 1980s-90s

1980s-90s homicides and socio-economics in Atlanta, GA

crime polygons rates space-time <500 ESDA regression research

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

12 Aug 2020

Denver 2010 Demographics & Housing

Census demographics and housing data for Denver neighborhoods (2010).

housing polygons <500 smaller areas ESDA Census

19 Jul 2017

Cleveland Home Sales (2015)

Home sales in a core area of Cleveland, OH for the fourth quarter of 2015.

housing points <500 open data ESDA Anselin lab

18 Jul 2017

Baltimore Home Sales 1970s

Baltimore data for hedonic house price modeling (1970s).

housing points <500 regression research Anselin lab

18 Jul 2017

2014-15 Home Sales in King County, WA

Home sale prices for Seattle and King County, WA (2014-2015).

housing points 5,000+ regression open data

18 Jul 2017

Rental Housing and Demographics in NYC (2000s)

Rental housing and demographics for 55 sub-boroughs of New York City (2000s).

housing polygons Census Anselin lab <500

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

29 May 2017

Boston Housing 1970s

Boston data for hedonic house price modeling (1970s).

housing points 500-5,000 regression research csv/txt

11 Oct 2023

Chicago Carjackings

Point locations of carjackings in 2020 Chicago

points <500 textbook ESDA open data

11 Oct 2023

Italy Community Banks

Italy community bank performance indicators for 2011-17

development points <500 textbook ESDA open data

01 Jan 2021

John Snow: Sewer grates and ventilators

John Snow: Sewer grates and ventilators

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: 8 Pumps

John Snow: the Broad Street pump and 7 nearby pumps

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by 8 pump rings

John Snow: Cholera deaths aggregated by 8 pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by Broad Street pump rings

John Snow: Cholera deaths aggregated by Broad Street pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by block

John Snow: Cholera deaths aggregated by block

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by building

John Snow: Cholera deaths aggregated by building

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Subdistricts

John Snow: South London Subdistricts

demographics points <500 smaller areas rates

14 Nov 2020

The Soho Outbreak: Deaths

Cholera deaths and non-deaths aggregated by house

demographics points <500 smaller areas rates

28 Sep 2020

John Snow & the 19th Century Cholera Epidemic

John Snow & the 19th Century Cholera Epidemic in London

demographics points <500 smaller areas rates

13 Aug 2020

Spirals

Spirals is designed to illustrate some of the special characteristics of spectral clustering

clusters points csv/txt simulation

19 Jul 2017

Cleveland Home Sales (2015)

Home sales in a core area of Cleveland, OH for the fourth quarter of 2015.

housing points <500 open data ESDA Anselin lab

18 Jul 2017

2015 Chicago Liquor Stores

Liquor stores in Chicago. Scraped from Google Maps in 2015.

economics points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

2015 Chicago supermarkets

2015 Chicago grocery stores (scraped from Google Maps).

economics points <500 ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Incidents (2012)

Incidents of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism in San Francisco (06-12/2012).

crime points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

18 Jul 2017

Baltimore Home Sales 1970s

Baltimore data for hedonic house price modeling (1970s).

housing points <500 regression research Anselin lab

18 Jul 2017

2014-15 Home Sales in King County, WA

Home sale prices for Seattle and King County, WA (2014-2015).

housing points 5,000+ regression open data

18 Jul 2017

Pittsburgh Homicides 1993

Homicides in Pittsburgh, PA (1993)

crime points <500 ESDA research

18 Jul 2017

Los Angeles Ozone 1996

July 1996 ozone measurements for Los Angeles basin monitoring stations.

environment points <500 ESDA open data

18 Jul 2017

Ozone Data (1997-99)

Monthly ozone measurements for 30 monitoring stations.

environment points <500 ESDA

18 Jul 2017

Juvenile Offenders in Cardiff, UK

Residences of juvenile offenders in Cardiff, UK.

crime points <500 ESDA textbook

29 May 2017

Boston Housing 1970s

Boston data for hedonic house price modeling (1970s).

housing points 500-5,000 regression research csv/txt

10 Aug 2020

The U.S. Social Determinants of Health

The U.S. Social Determinants of Health Atlas at Neighborhood-Level

economics polygons 500-5,000 smaller areas ACS

18 Jul 2017

2015 Chicago Liquor Stores

Liquor stores in Chicago. Scraped from Google Maps in 2015.

economics points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Incidents (2012)

Incidents of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism in San Francisco (06-12/2012).

crime points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

18 Jul 2017

NYC Education (2000)

Education data for NYC Neighborhood tabulation areas (2000 Census)

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Malaria in Colombia (1998)

Malaria Incidence in Colombian municipalities

health polygons 500-5,000 larger areas ESDA open data

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

NYC Education + Socio-Demographics

Education and socio-demographic characteristics for New York City Census tracts (2008-12).

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Tampa Employment 2000

Demographic information for the Tampa, FL metro area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Seattle 2000 Employment

2000 Socio-Economic Census Tract Data for the Seattle, WA Metro Area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Income and Error in Phoenix (2005-09)

ACS income and error for Phoenix, AZ metro area

demographics polygons 500-5,000 ESDA regression Census

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Yield and Fertilizer (2000)

Yield data and nitrogen fertilizer treatment with field characteristics for the Las Rosas farm, Argentina, (1999, 2001).

economics polygons 500-5,000 ESDA regression research

18 Jul 2017

Charleston Industry Mix 2000

Establishment by type for the Charleston, SC Metro Area (1998 and 2001).

economics polygons 500-5,000 smaller areas ESDA Census

29 May 2017

Boston Housing 1970s

Boston data for hedonic house price modeling (1970s).

housing points 500-5,000 regression research csv/txt

13 Aug 2020

Spirals

Spirals is designed to illustrate some of the special characteristics of spectral clustering

clusters points csv/txt simulation

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

29 May 2017

Boston Housing 1970s

Boston data for hedonic house price modeling (1970s).

housing points 500-5,000 regression research csv/txt

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

30 May 2017

Buenos Aires 1999 Elections

1999 Elections for Argentinean Congress

politics polygons <500 larger areas ESDA

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

18 Jul 2017

International Aid to Nepal (2007-14)

International aid and socio-economic indicators for 75 districts in Nepal (2007-14).

development polygons <500 larger areas ESDA open data

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

Malaria in Colombia (1998)

Malaria Incidence in Colombian municipalities

health polygons 500-5,000 larger areas ESDA open data

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

St. Louis Homicides 1980s-90s

Homicides and socio-economics in St. Louis, MO (1979-93).

crime polygons rates space-time <500 larger areas ESDA regression research

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

18 Jul 2017

NDVI in Africa (1990)

NDVI near Central African Republic, Sudan and Congo (1990).

environment polygons larger areas research <500

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

30 May 2017

Buenos Aires 1999 Elections

1999 Elections for Argentinean Congress

politics polygons <500 larger areas ESDA

10 Aug 2020

The U.S. Social Determinants of Health

The U.S. Social Determinants of Health Atlas at Neighborhood-Level

economics polygons 500-5,000 smaller areas ACS

19 Jul 2017

Chilean Internal Migration (1977-2002)

A temporally consistent framework for the analysis of internal migration from 1977 to 2002.

economics polygons space-time <500 larger areas ESDA research

18 Jul 2017

2015 Chicago Liquor Stores

Liquor stores in Chicago. Scraped from Google Maps in 2015.

economics points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

2015 Chicago supermarkets

2015 Chicago grocery stores (scraped from Google Maps).

economics points <500 ESDA open data Anselin lab

18 Jul 2017

Block-level Earnings in NYC (2002-14)

Block-level Earnings New York City (2002-14) from Longitudinal Employer-Household Dynamics (LEHD)

economics polygons space-time ESDA Census 5,000+

18 Jul 2017

Tampa Employment 2000

Demographic information for the Tampa, FL metro area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Industry Composition in Seattle (2000)

Establishment by type for the Seattle, WA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Seattle 2000 Employment

2000 Socio-Economic Census Tract Data for the Seattle, WA Metro Area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Savannah Industry Mix (2000)

Establishment by type for the Savannah, GA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Savannah Employment 2000

Demographic information for the Savannah, GA metro area

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento Industry Mix

Establishment by type for the Sacramento, CA Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento 2000 Employment

2000 Socio-Economic Census Tract Data for the Sacramento MSA, CA

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando Industry Mix

Establishment by type for the Orlando, FL Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando 2000 Employment

2000 Socio-Economic Census Tract Data for the Orlando, FL Metro Area.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Industry Mix

Establishment by type for the Milwaukee MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Employment 2000

Demographic information for the Milwaukee MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Yield and Fertilizer (2000)

Yield data and nitrogen fertilizer treatment with field characteristics for the Las Rosas farm, Argentina, (1999, 2001).

economics polygons 500-5,000 ESDA regression research

18 Jul 2017

Lansing Industry Mix 2000

Establishment by type for Lansing MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Employment 2000

Demographic information for the Lansing MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Industry Composition in Hickory (2000)

Establishment by type for the Hickory MSA, NC (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Hickory 2000 Employment

2000 Socio-Economic Census Tract Data for Hickory MSA, NC

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Charleston Industry Mix 2000

Establishment by type for the Charleston, SC Metro Area (1998 and 2001).

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Chile Functional Labour Market Areas

Labour market areas (LMAs) for Chile to analyze spatial labour market activity.

economics polygons research rates space-time

30 May 2017

Charleston 2000 Employment

2000 Socio-Economic Census Tract Data for Charleston, SC

economics polygons <500 smaller areas ESDA Census

01 Jan 2021

John Snow: Sewer grates and ventilators

John Snow: Sewer grates and ventilators

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: 8 Pumps

John Snow: the Broad Street pump and 7 nearby pumps

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by 8 pump rings

John Snow: Cholera deaths aggregated by 8 pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by Broad Street pump rings

John Snow: Cholera deaths aggregated by Broad Street pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by block

John Snow: Cholera deaths aggregated by block

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by building

John Snow: Cholera deaths aggregated by building

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Subdistricts

John Snow: South London Subdistricts

demographics points <500 smaller areas rates

14 Nov 2020

The Soho Outbreak: Deaths

Cholera deaths and non-deaths aggregated by house

demographics points <500 smaller areas rates

28 Sep 2020

John Snow & the 19th Century Cholera Epidemic

John Snow & the 19th Century Cholera Epidemic in London

demographics points <500 smaller areas rates

12 Aug 2020

Denver 2010 Demographics & Housing

Census demographics and housing data for Denver neighborhoods (2010).

housing polygons <500 smaller areas ESDA Census

10 Aug 2020

Chicago Community Area Population 2000 and 2010

Chicago Community Area Population Percent Change for 2000 and 2010

demographics polygons smaller areas Census

10 Aug 2020

The U.S. Social Determinants of Health

The U.S. Social Determinants of Health Atlas at Neighborhood-Level

economics polygons 500-5,000 smaller areas ACS

01 Jan 2020

Chicago parcels

Chicago parcels

polygons 5,000+ smaller areas

18 Jul 2019

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

NYC Neighborhoods

Demographic information for NYC neighborhood tabulation areas (2008-12).

demographics polygons <500 smaller areas ESDA Census

18 Jul 2017

NYC Education (2000)

Education data for NYC Neighborhood tabulation areas (2000 Census)

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

NYC Education + Socio-Demographics

Education and socio-demographic characteristics for New York City Census tracts (2008-12).

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Tampa Employment 2000

Demographic information for the Tampa, FL metro area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Industry Composition in Seattle (2000)

Establishment by type for the Seattle, WA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Seattle 2000 Employment

2000 Socio-Economic Census Tract Data for the Seattle, WA Metro Area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Savannah Industry Mix (2000)

Establishment by type for the Savannah, GA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Savannah Employment 2000

Demographic information for the Savannah, GA metro area

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento Industry Mix

Establishment by type for the Sacramento, CA Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento 2000 Employment

2000 Socio-Economic Census Tract Data for the Sacramento MSA, CA

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Police Expenditures in Mississippi (1982)

Police expenditures, crime and socio-economic characteristics for Mississippi counties, 1982

crime polygons <500 smaller areas ESDA research

18 Jul 2017

Orlando Industry Mix

Establishment by type for the Orlando, FL Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando 2000 Employment

2000 Socio-Economic Census Tract Data for the Orlando, FL Metro Area.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Industry Mix

Establishment by type for the Milwaukee MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Employment 2000

Demographic information for the Milwaukee MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Industry Mix 2000

Establishment by type for Lansing MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Employment 2000

Demographic information for the Lansing MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Industry Composition in Hickory (2000)

Establishment by type for the Hickory MSA, NC (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Hickory 2000 Employment

2000 Socio-Economic Census Tract Data for Hickory MSA, NC

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Charleston Industry Mix 2000

Establishment by type for the Charleston, SC Metro Area (1998 and 2001).

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Guerry

Classic social science foundational study (Guerry) on crime, suicide, literacy and other "moral statistics" in 1830s France.

crime polygons <500 smaller areas ESDA textbook

30 May 2017

Charleston 2000 Employment

2000 Socio-Economic Census Tract Data for Charleston, SC

economics polygons <500 smaller areas ESDA Census

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

12 Aug 2020

Denver 2010 Demographics & Housing

Census demographics and housing data for Denver neighborhoods (2010).

housing polygons <500 smaller areas ESDA Census

10 Aug 2020

Chicago Community Area Population 2000 and 2010

Chicago Community Area Population Percent Change for 2000 and 2010

demographics polygons smaller areas Census

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

NYC Neighborhoods

Demographic information for NYC neighborhood tabulation areas (2008-12).

demographics polygons <500 smaller areas ESDA Census

18 Jul 2017

NYC Education (2000)

Education data for NYC Neighborhood tabulation areas (2000 Census)

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Block-level Earnings in NYC (2002-14)

Block-level Earnings New York City (2002-14) from Longitudinal Employer-Household Dynamics (LEHD)

economics polygons space-time ESDA Census 5,000+

18 Jul 2017

Rental Housing and Demographics in NYC (2000s)

Rental housing and demographics for 55 sub-boroughs of New York City (2000s).

housing polygons Census Anselin lab <500

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

NYC Education + Socio-Demographics

Education and socio-demographic characteristics for New York City Census tracts (2008-12).

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Tampa Employment 2000

Demographic information for the Tampa, FL metro area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Homicides in the South (1960-1990)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Industry Composition in Seattle (2000)

Establishment by type for the Seattle, WA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Seattle 2000 Employment

2000 Socio-Economic Census Tract Data for the Seattle, WA Metro Area.

economics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Savannah Industry Mix (2000)

Establishment by type for the Savannah, GA metro area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Savannah Employment 2000

Demographic information for the Savannah, GA metro area

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento Industry Mix

Establishment by type for the Sacramento, CA Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Sacramento 2000 Employment

2000 Socio-Economic Census Tract Data for the Sacramento MSA, CA

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Income and Error in Phoenix (2005-09)

ACS income and error for Phoenix, AZ metro area

demographics polygons 500-5,000 ESDA regression Census

18 Jul 2017

Orlando Industry Mix

Establishment by type for the Orlando, FL Metro Area (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Orlando 2000 Employment

2000 Socio-Economic Census Tract Data for the Orlando, FL Metro Area.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Homicides + Socio-Economics (1960-90)

Homicides and selected socio-economic characteristics for continental U.S. counties (1960-1990).

crime polygons space-time 500-5,000 larger areas ESDA regression research Census

18 Jul 2017

Milwaukee Industry Mix

Establishment by type for the Milwaukee MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Milwaukee Employment 2000

Demographic information for the Milwaukee MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Industry Mix 2000

Establishment by type for Lansing MSA, MI (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Lansing Employment 2000

Demographic information for the Lansing MSA, MI.

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Industry Composition in Hickory (2000)

Establishment by type for the Hickory MSA, NC (1998 and 2001).

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Hickory 2000 Employment

2000 Socio-Economic Census Tract Data for Hickory MSA, NC

economics polygons <500 smaller areas ESDA Census

18 Jul 2017

Charleston Industry Mix 2000

Establishment by type for the Charleston, SC Metro Area (1998 and 2001).

economics polygons 500-5,000 smaller areas ESDA Census

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

30 May 2017

Charleston 2000 Employment

2000 Socio-Economic Census Tract Data for Charleston, SC

economics polygons <500 smaller areas ESDA Census

11 Oct 2023

Chicago Community Areas

Socio-economic snapshot for Chicago Community Areas in 2020

polygons <500 textbook ESDA open data

11 Oct 2023

Chicago Carjackings

Point locations of carjackings in 2020 Chicago

points <500 textbook ESDA open data

11 Oct 2023

Chicago SDOH, census Tracts

Socio-economic determinants of health in 2014 Chicago

polygons <500 textbook ESDA open data

11 Oct 2023

Italy Community Banks

Italy community bank performance indicators for 2011-17

development points <500 textbook ESDA open data

11 Oct 2023

Ceará Zika, municipalities in the State of Ceará, Brazil

Zika and Microcephaly infections and socio-economic profiles for 2013-2016

polygons <500 textbook ESDA open data

07 Jun 2023

Oaxaca Development

Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico

development polygons <500 textbook ESDA open data

11 Sep 2020

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

19 Jul 2017

Cleveland Home Sales (2015)

Home sales in a core area of Cleveland, OH for the fourth quarter of 2015.

housing points <500 open data ESDA Anselin lab

18 Jul 2017

2015 Chicago Liquor Stores

Liquor stores in Chicago. Scraped from Google Maps in 2015.

economics points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

2015 Chicago supermarkets

2015 Chicago grocery stores (scraped from Google Maps).

economics points <500 ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Incidents (2012)

Incidents of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism in San Francisco (06-12/2012).

crime points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Counts (2012)

Count of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism by San Francisco block group (06-12/2012).

polygons crime 500-5,000 smaller areas open data ESDA rates

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

2012 and 2016 Presidential Elections

US Presidential election results by county (2012 and 2016).

politics polygons space-time 500-5,000 larger areas ESDA open data

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

2014-15 Home Sales in King County, WA

Home sale prices for Seattle and King County, WA (2014-2015).

housing points 5,000+ regression open data

18 Jul 2017

International Aid to Nepal (2007-14)

International aid and socio-economic indicators for 75 districts in Nepal (2007-14).

development polygons <500 larger areas ESDA open data

18 Jul 2017

Malaria in Colombia (1998)

Malaria Incidence in Colombian municipalities

health polygons 500-5,000 larger areas ESDA open data

18 Jul 2017

Los Angeles Ozone 1996

July 1996 ozone measurements for Los Angeles basin monitoring stations.

environment points <500 ESDA open data

01 Jul 2017

AirBnB Chicago 2015

Airbnb rentals, socioeconomics, and crime by Chicago community area.

housing polygons <500 larger areas Census open data ESDA

11 Oct 2023

Chicago Community Areas

Socio-economic snapshot for Chicago Community Areas in 2020

polygons <500 textbook ESDA open data

11 Oct 2023

Chicago Carjackings

Point locations of carjackings in 2020 Chicago

points <500 textbook ESDA open data

11 Oct 2023

Chicago SDOH, census Tracts

Socio-economic determinants of health in 2014 Chicago

polygons <500 textbook ESDA open data

11 Oct 2023

Italy Community Banks

Italy community bank performance indicators for 2011-17

development points <500 textbook ESDA open data

11 Oct 2023

Ceará Zika, municipalities in the State of Ceará, Brazil

Zika and Microcephaly infections and socio-economic profiles for 2013-2016

polygons <500 textbook ESDA open data

07 Jun 2023

Oaxaca Development

Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico

development polygons <500 textbook ESDA open data

18 Jul 2019

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

18 Jul 2017

Juvenile Offenders in Cardiff, UK

Residences of juvenile offenders in Cardiff, UK.

crime points <500 ESDA textbook

18 Jul 2017

Simulated Spatial Autocorrelation

10x10 Grid of simulated random variables with spatial autocorrelation.

simulation polygons <500 ESDA textbook

18 Jul 2017

Columbus Crime 1980

Crime and neighborhood data for 49 neighborhoods in Columbus, OH, 1980.

crime polygons <500 smaller areas ESDA textbook

18 Jul 2017

Guerry

Classic social science foundational study (Guerry) on crime, suicide, literacy and other "moral statistics" in 1830s France.

crime polygons <500 smaller areas ESDA textbook

13 Aug 2020

Spirals

Spirals is designed to illustrate some of the special characteristics of spectral clustering

clusters points csv/txt simulation

18 Jul 2017

Simulated Spatial Autocorrelation

10x10 Grid of simulated random variables with spatial autocorrelation.

simulation polygons <500 ESDA textbook

18 Jul 2017

Los Angeles Ozone 1996

July 1996 ozone measurements for Los Angeles basin monitoring stations.

environment points <500 ESDA open data

18 Jul 2017

Ozone Data (1997-99)

Monthly ozone measurements for 30 monitoring stations.

environment points <500 ESDA

18 Jul 2017

NDVI in Africa (1990)

NDVI near Central African Republic, Sudan and Congo (1990).

environment polygons larger areas research <500

01 Jan 2021

John Snow: Sewer grates and ventilators

John Snow: Sewer grates and ventilators

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: 8 Pumps

John Snow: the Broad Street pump and 7 nearby pumps

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by 8 pump rings

John Snow: Cholera deaths aggregated by 8 pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by Broad Street pump rings

John Snow: Cholera deaths aggregated by Broad Street pump rings

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by block

John Snow: Cholera deaths aggregated by block

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Cholera deaths aggregated by building

John Snow: Cholera deaths aggregated by building

demographics points <500 smaller areas rates

01 Jan 2021

John Snow: Subdistricts

John Snow: South London Subdistricts

demographics points <500 smaller areas rates

14 Nov 2020

The Soho Outbreak: Deaths

Cholera deaths and non-deaths aggregated by house

demographics points <500 smaller areas rates

28 Sep 2020

John Snow & the 19th Century Cholera Epidemic

John Snow & the 19th Century Cholera Epidemic in London

demographics points <500 smaller areas rates

10 Aug 2020

Chicago Community Area Population 2000 and 2010

Chicago Community Area Population Percent Change for 2000 and 2010

demographics polygons smaller areas Census

18 Jul 2017

NYC Neighborhoods

Demographic information for NYC neighborhood tabulation areas (2008-12).

demographics polygons <500 smaller areas ESDA Census

18 Jul 2017

NYC Education (2000)

Education data for NYC Neighborhood tabulation areas (2000 Census)

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

NYC Education + Socio-Demographics

Education and socio-demographic characteristics for New York City Census tracts (2008-12).

demographics polygons 500-5,000 smaller areas ESDA Census

18 Jul 2017

Income and Error in Phoenix (2005-09)

ACS income and error for Phoenix, AZ metro area

demographics polygons 500-5,000 ESDA regression Census

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

2000 Health, Income and Diversity

2000 US county health, income and diversity data.

health polygons 500-5,000 larger areas ESDA Census open data

18 Jul 2017

Chicago Health Indicators (2005-11)

Health indicators for Chicago community areas (2005-11).

health polygons <500 smaller areas ESDA open data Census

18 Jul 2017

Ohio Lung Cancer Mortality (1960s-80s)

Lung cancer mortality for Ohio (OH) counties (1960s-80s)

health polygons rates <500 larger areas ESDA textbook

18 Jul 2017

Malaria in Colombia (1998)

Malaria Incidence in Colombian municipalities

health polygons 500-5,000 larger areas ESDA open data

18 Jul 2017

Sudden Infant Death Syndrome (SIDS2)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Sudden Infant Death Syndrome (SIDS)

Sudden Infant Death Syndrome sample data for North Carolina counties (1974-84)

health polygons <500 ESDA rates larger areas textbook

18 Jul 2017

Lip Cancer in Scotland (1970s)

Male lip cancer cases in Scottish districts 1975-80 and male population at risk.

health polygons <500 larger areas rates ESDA textbook

19 Jul 2017

Cleveland Home Sales (2015)

Home sales in a core area of Cleveland, OH for the fourth quarter of 2015.

housing points <500 open data ESDA Anselin lab

18 Jul 2017

2015 Chicago Liquor Stores

Liquor stores in Chicago. Scraped from Google Maps in 2015.

economics points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

2015 Chicago supermarkets

2015 Chicago grocery stores (scraped from Google Maps).

economics points <500 ESDA open data Anselin lab

18 Jul 2017

San Francisco Crime Incidents (2012)

Incidents of robberies, drugs/narcotics possession or sale, vehicle theft, and vandalism in San Francisco (06-12/2012).

crime points 500-5,000 ESDA open data Anselin lab

18 Jul 2017

Chicago Health and Socio-Economics

2014 public health indicators for Chicago community areas.

health polygons <500 smaller areas ESDA Census open data Anselin lab

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

18 Jul 2017

Baltimore Home Sales 1970s

Baltimore data for hedonic house price modeling (1970s).

housing points <500 regression research Anselin lab

18 Jul 2017

2008 Cincinnati Crime + Socio-Demographics

Crime and socio-demographics data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for 08-12/2008.

crime polygons rates <500 ESDA research Anselin lab

18 Jul 2017

Rental Housing and Demographics in NYC (2000s)

Rental housing and demographics for 55 sub-boroughs of New York City (2000s).

housing polygons Census Anselin lab <500

11 Oct 2023

Italy Community Banks

Italy community bank performance indicators for 2011-17

development points <500 textbook ESDA open data

07 Jun 2023

Oaxaca Development

Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico

development polygons <500 textbook ESDA open data

18 Jul 2017

International Aid to Nepal (2007-14)

International aid and socio-economic indicators for 75 districts in Nepal (2007-14).

development polygons <500 larger areas ESDA open data

01 Jan 2020

Chicago parcels

Chicago parcels

polygons 5,000+ smaller areas

18 Jul 2017

Abandoned Cars in Chicago

2011 abandoned vehicles in Chicago (311 complaints).

crime points csv/txt 5,000+ ESDA open data Anselin lab

18 Jul 2017

2014-15 Home Sales in King County, WA

Home sale prices for Seattle and King County, WA (2014-2015).

housing points 5,000+ regression open data

18 Jul 2017

Block-level Earnings in NYC (2002-14)

Block-level Earnings New York City (2002-14) from Longitudinal Employer-Household Dynamics (LEHD)

economics polygons space-time ESDA Census 5,000+

10 Aug 2020

The U.S. Social Determinants of Health

The U.S. Social Determinants of Health Atlas at Neighborhood-Level

economics polygons 500-5,000 smaller areas ACS

13 Aug 2020

Spirals

Spirals is designed to illustrate some of the special characteristics of spectral clustering

clusters points csv/txt simulation

Maintained by lixun910 Template by Willian Justen