Datasets for Computational Methods and GIS Applications in Social Science

Version 7.0
Fahui Wang; Lingbo Liu, 2023, "Datasets for Computational Methods and GIS Applications in Social Science", https://doi.org/10.7910/DVN/4CM7V4, Harvard Dataverse, V7
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Description

Dataset for the textbook

Computational Methods and GIS Applications in Social Science (3rd Edition), 2023

Fahui Wang, Lingbo Liu


Main Book Citation:
Wang, F., & Liu, L. (2023). Computational Methods and GIS Applications in Social Science (3rd ed.). CRC Press. https://doi.org/10.1201/9781003292302


KNIME Lab Manual Citation:
Liu, L., & Wang, F. (2023). Computational Methods and GIS Applications in Social Science - Lab Manual. CRC Press. https://doi.org/10.1201/9781003304357


KNIME Hub Dataset and Workflow for Computational Methods and GIS Applications in Social Science-Lab Manual


Update Log
If Python package not found in Package Management, use ArcGIS Pro's Python Command Prompt to install them, e.g.,
conda install -c conda-forge python-igraph leidenalg
NetworkCommDetPro in CMGIS-V3-Tools was updated on July 10,2024
Add spatial adjacency table into Florida on June 29,2024
The dataset and tool for ABM Crime Simulation were updated on August 3, 2023,
The toolkits in CMGIS-V3-Tools was updated on August 3rd,2023.


Report Issues on GitHub
https://github.com/UrbanGISer/Computational-Methods-and-GIS-Applications-in-Social-Science

Following the website of Fahui Wang :
http://faculty.lsu.edu/fahui

Contents



Chapter 1. Getting Started with ArcGIS: Data Management and Basic Spatial Analysis Tools

  • Case Study 1: Mapping and Analyzing Population Density Pattern in Baton Rouge, Louisiana

    • Chapter 2. Measuring Distance and Travel Time and Analyzing Distance Decay Behavior

  • Case Study 2A: Estimating Drive Time and Transit Time in Baton Rouge, Louisiana
  • Case Study 2B: Analyzing Distance Decay Behavior for Hospitalization in Florida

    • Chapter 3. Spatial Smoothing and Spatial Interpolation

  • Case Study 3A: Mapping Place Names in Guangxi, China
  • Case Study 3B: Area-Based Interpolations of Population in Baton Rouge, Louisiana
  • Case Study 3C: Detecting Spatiotemporal Crime Hotspots in Baton Rouge, Louisiana

    • Chapter 4. Delineating Functional Regions and Applications in Health Geography

  • Case Study 4A: Defining Service Areas of Acute Hospitals in Baton Rouge, Louisiana
  • Case Study 4B: Automated Delineation of Hospital Service Areas in Florida

    • Chapter 5. GIS-Based Measures of Spatial Accessibility and Application in Examining Healthcare Disparity

  • Case Study 5: Measuring Accessibility of Primary Care Physicians in Baton Rouge

    • Chapter 6. Function Fittings by Regressions and Application in Analyzing Urban Density Patterns

  • Case Study 6: Analyzing Population Density Patterns in Chicago Urban Area

    • >Chapter 7. Principal Components, Factor and Cluster Analyses and Application in Social Area Analysis

  • Case Study 7: Social Area Analysis in Beijing

    • Chapter 8. Spatial Statistics and Applications in Cultural and Crime Geography

  • Case Study 8A: Spatial Distribution and Clusters of Place Names in Yunnan, China
  • Case Study 8B: Detecting Colocation Between Crime Incidents and Facilities
  • Case Study 8C: Spatial Cluster and Regression Analyses of Homicide Patterns in Chicago

    • Chapter 9. Regionalization Methods and Application in Analysis of Cancer Data

  • Case Study 9: Constructing Geographical Areas for Mapping Cancer Rates in Louisiana

    • Chapter 10. System of Linear Equations and Application of Garin-Lowry in Simulating Urban Population and Employment Patterns

  • Case Study 10: Simulating Population and Service Employment Distributions in a Hypothetical City

    • Chapter 11. Linear and Quadratic Programming and Applications in Examining Wasteful Commuting and Allocating Healthcare Providers

  • Case Study 11A: Measuring Wasteful Commuting in Columbus, Ohio
  • Case Study 11B: Location-Allocation Analysis of Hospitals in Rural China

    • Chapter 12. Monte Carlo Method and Applications in Urban Population and Traffic Simulations

  • Case Study 12A. Examining Zonal Effect on Urban Population Density Functions in Chicago by Monte Carlo Simulation
  • Case Study 12B: Monte Carlo-Based Traffic Simulation in Baton Rouge, Louisiana

    • Chapter 13. Agent-Based Model and Application in Crime Simulation

  • Case Study 13: Agent-Based Crime Simulation in Baton Rouge, Louisiana

    • Chapter 14. Spatiotemporal Big Data Analytics and Application in Urban Studies

  • Case Study 14A: Exploring Taxi Trajectory in ArcGIS
  • Case Study 14B: Identifying High Traffic Corridors and Destinations in Shanghai

    • Dataset File Structure


    1 BatonRouge

    Census.gdb
    BR.gdb

    2A BatonRouge

    BR_Road.gdb
    Hosp_Address.csv
    TransitNetworkTemplate.xml
    BR_GTFS
    Google API Pro.tbx

    2B Florida

    FL_HSA.gdb
    R_ArcGIS_Tools.tbx (RegressionR)

    3A China_GX

    GX.gdb

    3B BatonRouge

    BR.gdb

    3C BatonRouge

    BRcrime
    R_ArcGIS_Tools.tbx (STKDE)

    4A BatonRouge

    BRRoad.gdb

    4B Florida

    FL_HSA.gdb
    HSA Delineation Pro.tbx
    Huff Model Pro.tbx
    FLplgnAdjAppend.csv

    5 BRMSA

    BRMSA.gdb
    Accessibility Pro.tbx

    6 Chicago

    ChiUrArea.gdb
    R_ArcGIS_Tools.tbx (RegressionR)

    7 Beijing

    BJSA.gdb
    bjattr.csv
    R_ArcGIS_Tools.tbx (PCAandFA,
    BasicClustering)

    8A Yunnan

    YN.gdb
    R_ArcGIS_Tools.tbx (SaTScanR)

    8B Jiangsu

    JS.gdb

    8C Chicago

    ChiCity.gdb
    cityattr.csv
    R_ArcGIS_Tools.tbx
    (PCAandFA, SpatialRegressionModel)

    9 Louisiana

    Louisiana.gdb
    MLR Tools Pro.tbx
    R_ArcGIS_Tools.tbx (RegionalizationR)

    10 SimuCity

    SimuCity.gdb
    Garin-Lowry.tbx

    11A Columbus

    Columbus.gdb
    R_ArcGIS_Tools.tbx (WasteCommuteR)

    11B Xiantao

    XT.gdb
    R_ArcGIS_Tools.tbx
    (MiniMaxR, MAEP)

    12A Chicago

    ZoneEffect.gdb

    12B BRMSA

    BRMSAmc.gdb
    MCSimulation.tbx

    13 ABMSIM

    Data
    ABMscripts
    ABM Crime Simulator for ArcGIS Pro.tbx

    14 Shanghai

    Shanghai.gdb
    SHtaxi.csv
    raw ( original data >= 9GB, save as split independent files)
    XSTAR

    notice：raw.csv..7z.001-003 files are for Chapter 14

    CMGIS-V3-Toolbox

    R-ArcGIS-Tools
    ArcPy-Tools
    Subject Earth and Environmental Sciences; Social Sciences
    Keyword GIS
    Related Publication Wang, F., & Liu, L. (2023). Computational Methods and GIS Applications in Social Science (3rd ed.). CRC Press. https://doi.org/10.1201/9781003292302isbn: 9781032285184
    License/Data Use Agreement

    CC0 1.0

    Filter by
    1 to 10 of 17 Files
    ABMSIM.zip
    Shapefile as ZIP Archive - 105.3 MB
    Published Aug 3, 2023
    416 Downloads
    MD5: a06a84960b29ee8cd2bcde2cffe50c03
    Case Study 13: Agent-Based Crime Simulation in Baton Rouge, Louisiana
    BatonRouge.zip
    ZIP Archive - 17.7 MB
    Published Apr 7, 2025
    93 Downloads
    MD5: 65b5db1059596166b110a57250f1f025
    Case Study 1: Mapping and Analyzing Population Density Pattern in Baton Rouge, Louisiana Case Study 2A: Estimating Drive Time and Transit Time in Baton Rouge, Louisiana Case Study 3B: Area-Based Interpolations of Population in Baton Rouge, Louisiana Case Study 3C: Detecting Spatiotemporal Crime Hotspots in Baton Rouge, Louisiana Case Study 4A: Defining Service Areas of Acute Hospitals in Baton Rouge, Louisiana
    Preview "BatonRouge.zip"
    Beijing.zip
    ZIP Archive - 53.8 KB
    Published Jan 15, 2023
    445 Downloads
    MD5: 80e82f77f597cdef6999606dbcb44bad
    Case Study 7: Social Area Analysis in Beijing
    Preview "Beijing.zip"
    BRMSA.zip
    ZIP Archive - 27.8 MB
    Published Jun 12, 2023
    500 Downloads
    MD5: 4034359fc765faa72bc7d5b272ad86dc
    Case Study 5: Measuring Accessibility of Primary Care Physicians in Baton Rouge Case Study 12B: Monte Carlo-Based Traffic Simulation in Baton Rouge, Louisiana
    Preview "BRMSA.zip"
    Chicago.zip
    ZIP Archive - 135.8 MB
    Published Jan 15, 2023
    502 Downloads
    MD5: 618ccc8897436f4733f68c5cc13d2f5d
    Case Study 6: Analyzing Population Density Patterns in Chicago Urban Area Case Study 8C: Spatial Cluster and Regression Analyses of Homicide Patterns in Chicago Case Study 12A. Examining Zonal Effect on Urban Population Density Functions in Chicago by Monte Carlo Simulation
    Preview "Chicago.zip"
    China_GX.zip
    ZIP Archive - 202.9 KB
    Published Feb 11, 2025
    104 Downloads
    MD5: 74536b5453e36a2f809002b9ab5b2de3
    Case 3A Gx
    Preview "China_GX.zip"
    CMGIS-V3-Toolbox.zip
    ZIP Archive - 167.7 KB
    Published Jul 10, 2024
    330 Downloads
    MD5: b3999fed4ac3ebf6a4e38f26257f5971
    It Contains both R-based tools and Python-based tools used in the book. Note that the data and Python tools for chapter 13 on ABM are located in another file, ABMSIM
    Preview "CMGIS-V3-Toolbox.zip"
    Columbus.zip
    ZIP Archive - 16.2 MB
    Published Jan 15, 2023
    435 Downloads
    MD5: 1b31a9701edc3bcd034a3d26f50d13fc
    Case Study 11A: Measuring Wasteful Commuting in Columbus, Ohio
    Preview "Columbus.zip"
    Florida.zip
    ZIP Archive - 17.5 MB
    Published Jul 1, 2024
    312 Downloads
    MD5: bc3d3798a89d02ec3ea9d0dc30bb6e55
    Case Study 2B: Analyzing Distance Decay Behavior for Hospitalization in Florida Case Study 4B: Automated Delineation of Hospital Service Areas in Florida
    Preview "Florida.zip"
    Jiangsu.zip
    ZIP Archive - 2.8 MB
    Published Jan 15, 2023
    443 Downloads
    MD5: 2db3e346e3a8d2e6a30e78ebb5a4381d
    Case Study 8B: Detecting Colocation Between Crime Incidents and Facilities
    Preview "Jiangsu.zip"
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