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Identifying home locations in human mobility data: an open-source R package for comparison and reproducibility
16 references·12 citing·42 second hop
Identifying home locations in human mobility data: an open-source R package for comparison and reproducibility (2021)Identifying home locations in human mobil…That's What Friends Are For: Inferring Location in Online Social Media Platforms Based on Social Relationships (2021)That's What Friends Are For: …When data is capital: Datafication, accumulation, and extraction (2019)When data is capital: Datafic…Ten simple rules for responsible big data research (2017)Ten simple rules for responsi…Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Coupling mobile phone and soc…Spatial Dependence: Weighting Schemes, Statistics and Models (2015)Spatial Dependence: Weighting…Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information (2015)Social Media and the City: Re…Analysis of human mobility patterns from GPS trajectories and contextual information (2015)Analysis of human mobility pa…Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb (2013)Beyond the geotag: situating …Tweets from Justin Bieber's heart (2011)Tweets from Justin Bieber's h…Journal of Spatial Information Science (2011)Journal of Spatial Informatio…"I'm eating a sandwich in Glasgow" (2011)"I'm eating a sandwich in Gla…You are where you tweet (2010)You are where you tweetUsing Mobile Positioning Data to Model Locations Meaningful to Users of Mobile Phones (2010)Using Mobile Positioning Data…Find me if you can (2010)Find me if you canPySAL: A Python Library of Spatial Analytical Methods (2009)PySAL: A Python Library of Sp…Gis methods in time‐geographic research: geocomputation and geovisualization of human activity patterns (2004)Gis methods in time‐geographi…HoWDe: A validated algorithm for Home and Work location Detection (2026)HoWDe: A validated algorithm …Urban park accessibility assessment using human mobility data: a systematic review (2024)Urban park accessibility asse…Review bombing the platformed city: Contested political speech in online local reviews (2024)Review bombing the platformed…Redefining retail catchment with mobile geolocation data: Insights from New Zealand (2024)Redefining retail catchment w…Exploring collective activity space and its spatial heterogeneity using mobile phone signaling Data: A case of Shenzhen, China (2024)Exploring collective activity…A nationwide dataset of de-identified activity spaces derived from geotagged social media data (2024)A nationwide dataset of de-id…Quantitative methods III: Strength in numbers? (2023)Quantitative methods III: Str…Analysing the Relationship between Proximity to Transit Stations and Local Living Patterns: A Study of Human Mobility within a 15 Min Walking Distance through Mobile Location Data (2023)Analysing the Relationship be…Detecting country of residence from social media data: a comparison of methods (2022)Detecting country of residenc…Categorizing urban space based on visitor density and diversity: A view through social media data (2022)Categorizing urban space base…Entangled footprints: Understanding urban neighbourhoods by measuring distance, diversity, and direction of flows in Singapore (2021)Entangled footprints: Underst…Changing neighborhoods, shifting connections: mapping relational geographies of gentrification using social media data (2021)Changing neighborhoods, shift…Spatial Econometrics: Methods and Models (1988)Local Indicators of Spatial Association—LISA (1995)GeoDa : An Introduction to Spatial Data Analysis (2005)Spatial Statistics in ArcGIS (2009)A Local Indicator of Multivariate Spatial Association: Extending Geary's c (2018)A Route Map for Successful Applications of Geographically Weighted Regression (2022)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Scripts, plans, goals, and understanding : an inquiry into human knowledge structures. By Roger C. Schank and Robert P. Abelson. Hillsdale, NJ: Lawrence Erlbaum Associates, 1977. Pp. 248. (1978)The New Mobilities Paradigm (2006)Beyond Space (As We Knew It): Toward Temporally Integrated Geographies of Segregation, Health, and Accessibility (2013)Urban Sensing Using Mobile Phone Network Data: A Survey of Research (2014)On data processing required to derive mobility patterns from passively-generated mobile phone data (2017)Mapping the world's photos (2009)Online Social Networks: Threats and Solutions (2014)Processing Social Media Messages in Mass Emergency (2015)Exploring Millions of Footprints in Location Sharing Services (2021)Chatter on the red (2010)Microblogging during two natural hazards events (2010)Finding and assessing social media information sources in the context of journalism (2012)Tweeting is believing? (2012)Exploiting innocuous activity for correlating users across sites (2013)The end of geography or the explosion of place? Conceptualizing space, place and information technology (1998)Friendship and mobility (2011)Human mobility: Models and applications (2018)Handbook of Theory and Research for the Sociology of Education. (1987)Sorting Things Out (1999)CRITICAL QUESTIONS FOR BIG DATA (2012)Assetization (2020)The Internet of Landlords: Digital Platforms and New Mechanisms of Rentier Capitalism (2020)Data as asset? The measurement, governance, and valuation of digital personal data by Big Tech (2021)Citizens as sensors: the world of volunteered geography (2007)Identification of tourist hot spots based on social networks: A comparative analysis of European metropolises using photo-sharing services and GIS (2015)Urban mobility and neighborhood isolation in America’s 50 largest cities (2018)The Production of Space (1992)Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas (2017)Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature‐Based Experiences in Protected Areas (2017)Exploring Geographic Variation in US Mortality Rates Using a Spatial Durbin Approach (2013)Spatial Data Analysis with R - INLA with Some Extensions (2015)Optimizing the choice of a spatial weighting matrix in eigenvector‐based methods (2018)The convergence of GIS and social media: challenges for GIScience (2011)Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr (2013)A review of volunteered geographic information quality assessment methods (2016)
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References

  • 2010You are where you tweet1,069 cited
  • 2019When data is capital: Datafication, accumulation, and extraction1,052 cited
  • 2010Find me if you can705 cited
  • 2011Tweets from Justin Bieber's heart466 cited
  • 2011Journal of Spatial Information Science457 cited
  • 2015Spatial Dependence: Weighting Schemes, Statistics and Models415 cited
  • 2010Using Mobile Positioning Data to Model Locations Meaningful to Users of Mobile Phones393 cited
  • 2015Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information388 cited
  • 2013Beyond the geotag: situating ‘big data’ and leveraging the potential of the geoweb373 cited
  • 2009PySAL: A Python Library of Spatial Analytical Methods352 cited
  • 2017Ten simple rules for responsible big data research350 cited
  • 2004Gis methods in time‐geographic research: geocomputation and geovisualization of human activity patterns342 cited
  • 2017Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns298 cited
  • 2015Analysis of human mobility patterns from GPS trajectories and contextual information275 cited
  • 2011"I'm eating a sandwich in Glasgow"

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234 cited
  • 2021That's What Friends Are For: Inferring Location in Online Social Media Platforms Based on Social Relationships223 cited
  • Cited by

    • 2024Urban park accessibility assessment using human mobility data: a systematic review25 cited
    • 2021Changing neighborhoods, shifting connections: mapping relational geographies of gentrification using social media data24 cited
    • 2024Exploring collective activity space and its spatial heterogeneity using mobile phone signaling Data: A case of Shenzhen, China19 cited
    • 2022Detecting country of residence from social media data: a comparison of methods17 cited
    • 2022Categorizing urban space based on visitor density and diversity: A view through social media data15 cited
    • 2023Analysing the Relationship between Proximity to Transit Stations and Local Living Patterns: A Study of Human Mobility within a 15 Min Walking Distance through Mobile Location Data14 cited
    • 2024Redefining retail catchment with mobile geolocation data: Insights from New Zealand13 cited
    • 2021Entangled footprints: Understanding urban neighbourhoods by measuring distance, diversity, and direction of flows in Singapore12 cited
    • 2024Review bombing the platformed city: Contested political speech in online local reviews9 cited
    • 2024A nationwide dataset of de-identified activity spaces derived from geotagged social media data5 cited
    • 2026HoWDe: A validated algorithm for Home and Work location Detection4 cited
    • 2023Quantitative methods III: Strength in numbers?3 cited