Accidental, open and everywhere: Emerging data sources for the understanding of cities
In this paper, I review the recent emergence of three groups of data sources and assess some of the opportunities and challenges they pose for the understanding of cities, particularly in the context of the Regional Science and urban research agenda. These are data collected from mobile sensors carr...
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| Published in | Applied geography (Sevenoaks) Vol. 49; pp. 45 - 53 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.05.2014
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| Subjects | |
| Online Access | Get full text |
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| Abstract | In this paper, I review the recent emergence of three groups of data sources and assess some of the opportunities and challenges they pose for the understanding of cities, particularly in the context of the Regional Science and urban research agenda. These are data collected from mobile sensors carried by individuals, data derived from businesses moving their activity online and government data released in an open format. Although very different from each other, they are all becoming available as a side-effect since they were created with different purposes but their degree of popularity, pervasiveness and ease of access is turning them into interesting alternatives for researchers. Existing projects and initiatives that conform to each class are featured as illustrative examples of these new potential sources of knowledge.
•This paper reviews the emergence of three groups of data sources for the analysis of cities.•These are data collected from mobile sensors carried by individuals, data extracted from internet sites and government data released in an open format.•The paper also assess some of the opportunities and challenges they pose for the understanding of cities, particularly in the context of the Regional Science and urban research agenda.•Existing projects and initiatives that conform to each class are featured as illustrative examples of these new potential sources of knowledge. |
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| AbstractList | In this paper, I review the recent emergence of three groups of data sources and assess some of the opportunities and challenges they pose for the understanding of cities, particularly in the context of the Regional Science and urban research agenda. These are data collected from mobile sensors carried by individuals, data derived from businesses moving their activity online and government data released in an open format. Although very different from each other, they are all becoming available as a side-effect since they were created with different purposes but their degree of popularity, pervasiveness and ease of access is turning them into interesting alternatives for researchers. Existing projects and initiatives that conform to each class are featured as illustrative examples of these new potential sources of knowledge. In this paper, I review the recent emergence of three groups of data sources and assess some of the opportunities and challenges they pose for the understanding of cities, particularly in the context of the Regional Science and urban research agenda. These are data collected from mobile sensors carried by individuals, data derived from businesses moving their activity online and government data released in an open format. Although very different from each other, they are all becoming available as a side-effect since they were created with different purposes but their degree of popularity, pervasiveness and ease of access is turning them into interesting alternatives for researchers. Existing projects and initiatives that conform to each class are featured as illustrative examples of these new potential sources of knowledge. •This paper reviews the emergence of three groups of data sources for the analysis of cities.•These are data collected from mobile sensors carried by individuals, data extracted from internet sites and government data released in an open format.•The paper also assess some of the opportunities and challenges they pose for the understanding of cities, particularly in the context of the Regional Science and urban research agenda.•Existing projects and initiatives that conform to each class are featured as illustrative examples of these new potential sources of knowledge. |
| Author | Arribas-Bel, Daniel |
| Author_xml | – sequence: 1 givenname: Daniel surname: Arribas-Bel fullname: Arribas-Bel, Daniel email: darribas@feweb.vu.nl organization: Department of Spatial Economics, VU University, De Boelelaan, 1105, 1081 HV Amsterdam, The Netherlands |
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| Cites_doi | 10.1177/0891242410383414 10.1080/15230406.2013.777137 10.1126/science.1197872 10.1371/journal.pone.0014248 10.1080/19475683.2010.539985 10.1016/j.compenvurbsys.2007.12.001 10.1093/jeg/lbq034 10.1177/0309132512444063 10.1257/jep.26.2.189 10.1038/srep01376 10.1080/1369118X.2012.678878 10.1126/science.1167742 10.1111/j.1467-9787.2009.00641.x 10.3390/ijerph8114160 10.1126/science.1213847 10.1068/b3903ed 10.1111/j.1540-6229.2010.00296.x 10.1016/j.jtrangeo.2012.03.020 10.1140/epjst/e2012-01703-3 10.1007/s10708-011-9413-y 10.1016/j.amepre.2010.07.007 10.1068/a44674 10.1007/s10708-007-9111-y 10.1068/b3902ed 10.1177/0309132511411231 10.1080/10835547.2010.12091811 10.1007/s10110-003-0190-y 10.1111/j.1467-9787.2009.00644.x |
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| References | Front Seat (bib21) 2011 (bib23) 2013 Berlingerio, Calabrese, Di Lorenzo, Nair, Pinelli, Sbodio (bib6) 2013 Koschinsky, Talen (bib30) 2012 Metropolitan Transport Authority, NYC (bib36) 2010 Edelman (bib17) 2012; 26 Skupin, Agarwal (bib51) 2007 Peng (bib43) 2011; 334 UN Department of Economic and Social Affairs (bib59) 2008 Talen, Koschinsky (bib55) 2013 Openshaw, Taylor (bib40) 1981; 9 Crampton, Graham, Poorthuis, Shelton, Stephens, Wilson (bib12) 2013; 40 DeLyser, Sui (bib15) 2012; 37 Noulas, Scellato, Mascolo, Pontil (bib39) 2011 Shadbolt (bib50) 2010 Walk Score (2012, Accessed 10.09.12). Batty, Axhausen, Giannotti, Pozdnoukhov, Bazzani, Wachowicz (bib4) 2012; 214 Goodchild, Haining (bib25) 2004; 83 Overman (bib41) 2010; 50 . King (bib28) 2011; 331 Batty, Cheshire (bib5) 2012; 39 Sui (bib53) 2008; 32 Leszczynski (bib32) 2012; 36 Rodríguez-Pose (bib48) 2011; 11 Sui (bib54) 2012; 23 Twitter, Inc. (2012, Accessed 05.09.12). Lazer, Pentland, Adamic, Aral, Barabási, Brewer (bib31) 2009; 323 Batty (bib3) 2012; 39 Graham, Zook (bib26) 2013; 45 Ratti, Sobolevsky, Calabrese, Andris, Reades, Martino (bib45) 2010; 5 Kitchin (bib29) 2013 Manyika, Chui, Brown, Bughin, Dobbs, Roxburgh (bib34) 2011 Rey, Anselin, Folch, Arribas-Bel, Gutierrez, Interlante (bib47) 2011; 25 de Montjoye, Hidalgo, Verleysen, Blondel (bib38) 2013; 3 Steenbruggen, Borzacchiello, Nijkamp, Scholten (bib52) 2011; 78 Warf, Sui (bib61) 2010; 16 Trulia, Inc. (2012, Accessed 05.09.12). Carr, Dunsiger, Marcus (bib10) 2010; 39 Zillow, Inc. (2012, Accessed 05.09.12). Ahlfeldt (bib1) 2013 Avnimelech, Feldman (bib2) 2011 Rogers (bib49) 2011 O'Reilly (bib42) 2010 Bishop (bib7) 2006 Cheng, Caverlee, Lee, Sui (bib11) 2011 U.S. Census Bureau (bib58) 2010 Cabinet Office (bib9) 2012 Feldman, Graddy-Reed, McLauring, Nelson, Reamer (bib20) 2012 Cranshaw, Schwartz, Hong, Sadeh (bib13) 2012; Vol. 12 Duncan, Aldstadt, Whalen, Melly, Gortmaker (bib16) 2011; 8 Facebook, Inc. (2012, Accessed 05.09.12). Pivo, Fisher (bib44) 2011; 39 Lohr (bib33) 2012 Miller (bib37) 2010; 50 Boyd, Crawford (bib8) 2012; 15 Einav, Levin (bib18) 2013 Meeker, Devitt, Liang (bib35) 2012 Rauterkus, Thrall, Hangen (bib46) 2010; 2 Goodchild (bib24) 2007; 69 Gray, Chambers, Bounegru (bib27) 2012 FrontSeat (2012, Accessed 05.09.12). Cranshaw, Toch, Hong, Kittur, Sadeh (bib14) 2010 Lohr (10.1016/j.apgeog.2013.09.012_bib33) 2012 (10.1016/j.apgeog.2013.09.012_bib23) 2013 Front Seat (10.1016/j.apgeog.2013.09.012_bib21) 2011 Koschinsky (10.1016/j.apgeog.2013.09.012_bib30) 2012 Ratti (10.1016/j.apgeog.2013.09.012_bib45) 2010; 5 Goodchild (10.1016/j.apgeog.2013.09.012_bib25) 2004; 83 Cranshaw (10.1016/j.apgeog.2013.09.012_bib13) 2012; Vol. 12 Shadbolt (10.1016/j.apgeog.2013.09.012_bib50) 2010 Manyika (10.1016/j.apgeog.2013.09.012_bib34) 2011 Avnimelech (10.1016/j.apgeog.2013.09.012_bib2) 2011 Overman (10.1016/j.apgeog.2013.09.012_bib41) 2010; 50 Cabinet Office (10.1016/j.apgeog.2013.09.012_bib9) 2012 Cheng (10.1016/j.apgeog.2013.09.012_bib11) 2011 Graham (10.1016/j.apgeog.2013.09.012_bib26) 2013; 45 Rey (10.1016/j.apgeog.2013.09.012_bib47) 2011; 25 Pivo (10.1016/j.apgeog.2013.09.012_bib44) 2011; 39 Einav (10.1016/j.apgeog.2013.09.012_bib18) 2013 10.1016/j.apgeog.2013.09.012_bib60 Kitchin (10.1016/j.apgeog.2013.09.012_bib29) 2013 Leszczynski (10.1016/j.apgeog.2013.09.012_bib32) 2012; 36 U.S. Census Bureau (10.1016/j.apgeog.2013.09.012_bib58) 2010 10.1016/j.apgeog.2013.09.012_bib22 Cranshaw (10.1016/j.apgeog.2013.09.012_bib14) 2010 10.1016/j.apgeog.2013.09.012_bib62 10.1016/j.apgeog.2013.09.012_bib19 Duncan (10.1016/j.apgeog.2013.09.012_bib16) 2011; 8 Rogers (10.1016/j.apgeog.2013.09.012_bib49) 2011 Sui (10.1016/j.apgeog.2013.09.012_bib53) 2008; 32 Batty (10.1016/j.apgeog.2013.09.012_bib4) 2012; 214 Talen (10.1016/j.apgeog.2013.09.012_bib55) 2013 Boyd (10.1016/j.apgeog.2013.09.012_bib8) 2012; 15 Crampton (10.1016/j.apgeog.2013.09.012_bib12) 2013; 40 Berlingerio (10.1016/j.apgeog.2013.09.012_bib6) 2013 de Montjoye (10.1016/j.apgeog.2013.09.012_bib38) 2013; 3 Batty (10.1016/j.apgeog.2013.09.012_bib3) 2012; 39 Steenbruggen (10.1016/j.apgeog.2013.09.012_bib52) 2011; 78 Bishop (10.1016/j.apgeog.2013.09.012_bib7) 2006 Carr (10.1016/j.apgeog.2013.09.012_bib10) 2010; 39 Lazer (10.1016/j.apgeog.2013.09.012_bib31) 2009; 323 Meeker (10.1016/j.apgeog.2013.09.012_bib35) 2012 Rodríguez-Pose (10.1016/j.apgeog.2013.09.012_bib48) 2011; 11 10.1016/j.apgeog.2013.09.012_bib57 10.1016/j.apgeog.2013.09.012_bib56 Edelman (10.1016/j.apgeog.2013.09.012_bib17) 2012; 26 Ahlfeldt (10.1016/j.apgeog.2013.09.012_bib1) 2013 Goodchild (10.1016/j.apgeog.2013.09.012_bib24) 2007; 69 Miller (10.1016/j.apgeog.2013.09.012_bib37) 2010; 50 Metropolitan Transport Authority, NYC (10.1016/j.apgeog.2013.09.012_bib36) 2010 O'Reilly (10.1016/j.apgeog.2013.09.012_bib42) 2010 Noulas (10.1016/j.apgeog.2013.09.012_bib39) 2011 Warf (10.1016/j.apgeog.2013.09.012_bib61) 2010; 16 Batty (10.1016/j.apgeog.2013.09.012_bib5) 2012; 39 UN Department of Economic and Social Affairs (10.1016/j.apgeog.2013.09.012_bib59) 2008 King (10.1016/j.apgeog.2013.09.012_bib28) 2011; 331 Openshaw (10.1016/j.apgeog.2013.09.012_bib40) 1981; 9 Rauterkus (10.1016/j.apgeog.2013.09.012_bib46) 2010; 2 Peng (10.1016/j.apgeog.2013.09.012_bib43) 2011; 334 Sui (10.1016/j.apgeog.2013.09.012_bib54) 2012; 23 DeLyser (10.1016/j.apgeog.2013.09.012_bib15) 2012; 37 Feldman (10.1016/j.apgeog.2013.09.012_bib20) 2012 Gray (10.1016/j.apgeog.2013.09.012_bib27) 2012 Skupin (10.1016/j.apgeog.2013.09.012_bib51) 2007 |
| References_xml | – volume: 5 start-page: e14248 year: 2010 ident: bib45 article-title: Redrawing the map of Great Britain from a network of human interactions publication-title: PLoS ONE – year: 2010 ident: bib50 article-title: The linked data revolution publication-title: Innovating through information lecture series – year: 2011 ident: bib49 article-title: Facts are sacred: the power of data publication-title: Guardian Books – volume: 331 start-page: 719 year: 2011 end-page: 721 ident: bib28 article-title: Ensuring the data-rich future of the social sciences publication-title: Science – volume: 36 start-page: 72 year: 2012 end-page: 89 ident: bib32 article-title: Situating the geoweb in political economy publication-title: Progress in Human Geography – reference: Trulia, Inc. (2012, Accessed 05.09.12). – volume: 15 start-page: 662 year: 2012 end-page: 679 ident: bib8 article-title: Critical questions for big data publication-title: Information, Communication & Society – year: 2012 ident: bib27 article-title: The data journalism Handbook – volume: 25 start-page: 5464 year: 2011 ident: bib47 article-title: Measuring spatial dynamics in metropolitan areas publication-title: Economic Development Quarterly – volume: 23 start-page: 5 year: 2012 end-page: 16 ident: bib54 article-title: Looking through Hägerstrand's dual vistas: towards a unifying framework for time geography publication-title: Journal of Transport Geography – volume: 32 start-page: 1 year: 2008 end-page: 5 ident: bib53 article-title: The wikification of GIS and its consequences: or Angelina Jolie's new tattoo and the future of GIS publication-title: Computers, Environment and Urban Systems – volume: 78 start-page: 223 year: 2011 end-page: 243 ident: bib52 article-title: Mobile phone data from GSM networks for traffic parameter and urban spatial pattern assessment: a review of applications and opportunities publication-title: GeoJournal – year: 2012 ident: bib9 article-title: Open data white paper. Unleashing the potential – reference: Facebook, Inc. (2012, Accessed 05.09.12). – reference: Zillow, Inc. (2012, Accessed 05.09.12). – volume: 26 start-page: 189 year: 2012 end-page: 206 ident: bib17 article-title: Using internet data for economic research publication-title: Journal of Economic Perspectives – volume: 83 start-page: 363 year: 2004 end-page: 385 ident: bib25 article-title: GIS and spatial data analysis: converging perspectives publication-title: Papers in Regional Science – volume: 39 start-page: 413 year: 2012 end-page: 415 ident: bib5 article-title: Visualisation tools for understanding big data publication-title: Environment and Planning B: Planning and Design – volume: 45 start-page: 77 year: 2013 end-page: 99 ident: bib26 article-title: Augmented realities and uneven geographies: exploring the geolinguistic contours of the web publication-title: Environment and Planning A – reference: Walk Score (2012, Accessed 10.09.12). – year: 2011 ident: bib2 article-title: The impact of institution quality, cluster strength and TLO licensing capacity on the rate of academic staff spin-offs publication-title: Science and innovation policy, 2011 Atlanta conference on – reference: FrontSeat (2012, Accessed 05.09.12). – year: 2013 ident: bib29 article-title: The real-time city? Big data and smart urbanism – volume: 50 start-page: 181 year: 2010 end-page: 201 ident: bib37 article-title: The data avalanche is here. Shouldn't we be digging? publication-title: Journal of Regional Science – volume: Vol. 12 year: 2012 ident: bib13 article-title: The livehoods project: utilizing social media to understand the dynamics of a city publication-title: Proceedings of the sixth international AAAI conference on Weblogs and social media, ICWSM – volume: 3 year: 2013 ident: bib38 article-title: Unique in the crowd: the privacy bounds of human mobility publication-title: Scientific Reports – year: 2010 ident: bib42 article-title: Government as a platform publication-title: Open government. Collaboration, transparency, and participation in practice – year: 2010 ident: bib36 article-title: MTA Launches new website – volume: 2 year: 2010 ident: bib46 article-title: Location efficiency and mortgage default publication-title: Journal of Sustainable Real Estate – year: 2012 ident: bib30 article-title: Affordable housing and walkable neighborhoods. A national urban analysis – year: 2013 ident: bib6 article-title: AllAboard: A system for exploring urban mobility and optimizing public transport using cellphone data – year: 2010 ident: bib58 article-title: American community survey, 5-year estimates – volume: 9 start-page: 60 year: 1981 end-page: 69 ident: bib40 article-title: The modiable areal unit problem publication-title: Quantitative Geography: A British View – year: 2013 ident: bib18 article-title: The data revolution and economic analysis – year: 2012 ident: bib33 article-title: The age of big data – volume: 39 start-page: 460 year: 2010 end-page: 463 ident: bib10 article-title: Walk Score as a global estimate of neighborhood walkability publication-title: American Journal of Prenentive Medicine – year: 2011 ident: bib34 article-title: Big data: the next frontier for innovation, competition and productivity – volume: 50 start-page: 165 year: 2010 end-page: 180 ident: bib41 article-title: ”GIS a job”: what use geographical information systems in spatial economics? publication-title: Journal of Regional Science – start-page: 119 year: 2010 end-page: 128 ident: bib14 article-title: Bridging the gap between physical location and online social networks publication-title: Proceedings of the 12th ACM international conference on ubiquitous computing, Ubicomp'10 – year: 2012 ident: bib20 article-title: Innovative data sources for regional economic analysis publication-title: Conference guide – year: 2006 ident: bib7 article-title: Pattern recognition and machine learning (information science and statistics) – volume: 214 start-page: 481 year: 2012 end-page: 518 ident: bib4 article-title: Smart cities of the future publication-title: The European Physical Journal Special Topics – year: 2011 ident: bib39 article-title: Exploiting semantic annotations for clustering geographic areas and users in location-based social networks publication-title: Fifth international AAAI conference on Weblogs and social Media – volume: 37 start-page: 293 year: 2012 end-page: 305 ident: bib15 article-title: Crossing the qualitative- quantitative divide II: inventive approaches to big data, mobile methods, and rhythm analysis publication-title: Progress in Human Geography – volume: 8 start-page: 4160 year: 2011 end-page: 4179 ident: bib16 article-title: Validation of Walk Score publication-title: International Journal of Environmental Research and Public Health – volume: 69 start-page: 211 year: 2007 end-page: 221 ident: bib24 article-title: Citizens as sensors: the world of volunteered geography publication-title: GeoJournal – volume: 334 start-page: 12261227 year: 2011 ident: bib43 article-title: Reproducible research in computational science publication-title: Science – year: 2008 ident: bib59 article-title: World Urbanization Prospects – year: 2011 ident: bib11 article-title: Exploring millions of footprints in location sharing services publication-title: Proceeding of the 5th international AAAI conference on Weblogs and social Media (ICWSM), Barcelona – year: 2013 ident: bib1 article-title: Urbanity – volume: 323 start-page: 721 year: 2009 end-page: 723 ident: bib31 article-title: Computational social science publication-title: Science – year: 2013 ident: bib23 publication-title: “Raw Data” is an oxymoron – year: 2011 ident: bib21 article-title: Walk Score methodology. White paper – reference: . – year: 2007 ident: bib51 article-title: Introduction: what is a self-organizing map? publication-title: Self-organizing maps: Applications in geographic information science – volume: 39 start-page: 191 year: 2012 end-page: 193 ident: bib3 article-title: Smart cities, big data publication-title: Environment and Planning B: Planning and Design – year: 2012 ident: bib35 article-title: Internet trends – volume: 11 start-page: 347 year: 2011 end-page: 356 ident: bib48 article-title: Economists as geographers and geographers as something else: on the changing conception of distance in geography and economics publication-title: Journal of Economic Geography – volume: 39 start-page: 185 year: 2011 end-page: 219 ident: bib44 article-title: The walkability premium in commercial real estate investments publication-title: Real Estate Economics – volume: 40 start-page: 130 year: 2013 end-page: 139 ident: bib12 article-title: Beyond the geotag: situating big data and leveraging the potential of the geoweb publication-title: Cartography and Geographic Information Science – reference: Twitter, Inc. (2012, Accessed 05.09.12). – volume: 16 start-page: 197 year: 2010 end-page: 209 ident: bib61 article-title: From GIS to neogeography: ontological implications and theories of truth publication-title: Annals of GIS – year: 2013 ident: bib55 article-title: The neighborhood quality of subsidized housing – year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib20 article-title: Innovative data sources for regional economic analysis – volume: 25 start-page: 5464 issue: 1 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib47 article-title: Measuring spatial dynamics in metropolitan areas publication-title: Economic Development Quarterly doi: 10.1177/0891242410383414 – ident: 10.1016/j.apgeog.2013.09.012_bib57 – volume: 40 start-page: 130 issue: 2 year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib12 article-title: Beyond the geotag: situating big data and leveraging the potential of the geoweb publication-title: Cartography and Geographic Information Science doi: 10.1080/15230406.2013.777137 – year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib21 – volume: 331 start-page: 719 issue: 11 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib28 article-title: Ensuring the data-rich future of the social sciences publication-title: Science doi: 10.1126/science.1197872 – year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib39 article-title: Exploiting semantic annotations for clustering geographic areas and users in location-based social networks – year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib11 article-title: Exploring millions of footprints in location sharing services – year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib30 – year: 2008 ident: 10.1016/j.apgeog.2013.09.012_bib59 – year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib36 – volume: 5 start-page: e14248 issue: 12 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib45 article-title: Redrawing the map of Great Britain from a network of human interactions publication-title: PLoS ONE doi: 10.1371/journal.pone.0014248 – volume: 16 start-page: 197 issue: 4 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib61 article-title: From GIS to neogeography: ontological implications and theories of truth publication-title: Annals of GIS doi: 10.1080/19475683.2010.539985 – year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib55 – start-page: 119 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib14 article-title: Bridging the gap between physical location and online social networks – year: 2007 ident: 10.1016/j.apgeog.2013.09.012_bib51 article-title: Introduction: what is a self-organizing map? – year: 2006 ident: 10.1016/j.apgeog.2013.09.012_bib7 – year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib1 – volume: 32 start-page: 1 year: 2008 ident: 10.1016/j.apgeog.2013.09.012_bib53 article-title: The wikification of GIS and its consequences: or Angelina Jolie's new tattoo and the future of GIS publication-title: Computers, Environment and Urban Systems doi: 10.1016/j.compenvurbsys.2007.12.001 – volume: 11 start-page: 347 issue: 2 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib48 article-title: Economists as geographers and geographers as something else: on the changing conception of distance in geography and economics publication-title: Journal of Economic Geography doi: 10.1093/jeg/lbq034 – ident: 10.1016/j.apgeog.2013.09.012_bib56 – volume: 37 start-page: 293 issue: 2 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib15 article-title: Crossing the qualitative- quantitative divide II: inventive approaches to big data, mobile methods, and rhythm analysis publication-title: Progress in Human Geography doi: 10.1177/0309132512444063 – volume: 26 start-page: 189 issue: 2 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib17 article-title: Using internet data for economic research publication-title: Journal of Economic Perspectives doi: 10.1257/jep.26.2.189 – volume: 3 year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib38 article-title: Unique in the crowd: the privacy bounds of human mobility publication-title: Scientific Reports doi: 10.1038/srep01376 – year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib27 – volume: Vol. 12 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib13 article-title: The livehoods project: utilizing social media to understand the dynamics of a city – volume: 15 start-page: 662 issue: 5 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib8 article-title: Critical questions for big data publication-title: Information, Communication & Society doi: 10.1080/1369118X.2012.678878 – ident: 10.1016/j.apgeog.2013.09.012_bib60 – year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib58 – ident: 10.1016/j.apgeog.2013.09.012_bib19 – ident: 10.1016/j.apgeog.2013.09.012_bib22 – volume: 323 start-page: 721 issue: 5915 year: 2009 ident: 10.1016/j.apgeog.2013.09.012_bib31 article-title: Computational social science publication-title: Science doi: 10.1126/science.1167742 – year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib50 article-title: The linked data revolution – year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib2 article-title: The impact of institution quality, cluster strength and TLO licensing capacity on the rate of academic staff spin-offs – year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib18 – volume: 50 start-page: 181 issue: 1 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib37 article-title: The data avalanche is here. Shouldn't we be digging? publication-title: Journal of Regional Science doi: 10.1111/j.1467-9787.2009.00641.x – volume: 8 start-page: 4160 issue: 11 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib16 article-title: Validation of Walk Score® for estimating neighborhood walkability: an analysis of four us metropolitan areas publication-title: International Journal of Environmental Research and Public Health doi: 10.3390/ijerph8114160 – year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib35 – volume: 334 start-page: 12261227 issue: 6060 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib43 article-title: Reproducible research in computational science publication-title: Science doi: 10.1126/science.1213847 – volume: 39 start-page: 413 issue: 3 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib5 article-title: Visualisation tools for understanding big data publication-title: Environment and Planning B: Planning and Design doi: 10.1068/b3903ed – volume: 39 start-page: 185 issue: 2 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib44 article-title: The walkability premium in commercial real estate investments publication-title: Real Estate Economics doi: 10.1111/j.1540-6229.2010.00296.x – volume: 23 start-page: 5 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib54 article-title: Looking through Hägerstrand's dual vistas: towards a unifying framework for time geography publication-title: Journal of Transport Geography doi: 10.1016/j.jtrangeo.2012.03.020 – volume: 214 start-page: 481 issue: 1 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib4 article-title: Smart cities of the future publication-title: The European Physical Journal Special Topics doi: 10.1140/epjst/e2012-01703-3 – year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib29 – year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib9 – volume: 78 start-page: 223 issue: 2 year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib52 article-title: Mobile phone data from GSM networks for traffic parameter and urban spatial pattern assessment: a review of applications and opportunities publication-title: GeoJournal doi: 10.1007/s10708-011-9413-y – volume: 39 start-page: 460 issue: 5 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib10 article-title: Walk Score as a global estimate of neighborhood walkability publication-title: American Journal of Prenentive Medicine doi: 10.1016/j.amepre.2010.07.007 – year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib33 – year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib49 article-title: Facts are sacred: the power of data – volume: 45 start-page: 77 year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib26 article-title: Augmented realities and uneven geographies: exploring the geolinguistic contours of the web publication-title: Environment and Planning A doi: 10.1068/a44674 – volume: 69 start-page: 211 issue: 4 year: 2007 ident: 10.1016/j.apgeog.2013.09.012_bib24 article-title: Citizens as sensors: the world of volunteered geography publication-title: GeoJournal doi: 10.1007/s10708-007-9111-y – year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib23 – volume: 39 start-page: 191 issue: 2 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib3 article-title: Smart cities, big data publication-title: Environment and Planning B: Planning and Design doi: 10.1068/b3902ed – volume: 36 start-page: 72 issue: 1 year: 2012 ident: 10.1016/j.apgeog.2013.09.012_bib32 article-title: Situating the geoweb in political economy publication-title: Progress in Human Geography doi: 10.1177/0309132511411231 – volume: 2 issue: 1 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib46 article-title: Location efficiency and mortgage default publication-title: Journal of Sustainable Real Estate doi: 10.1080/10835547.2010.12091811 – year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib42 article-title: Government as a platform – ident: 10.1016/j.apgeog.2013.09.012_bib62 – year: 2011 ident: 10.1016/j.apgeog.2013.09.012_bib34 – year: 2013 ident: 10.1016/j.apgeog.2013.09.012_bib6 – volume: 83 start-page: 363 year: 2004 ident: 10.1016/j.apgeog.2013.09.012_bib25 article-title: GIS and spatial data analysis: converging perspectives publication-title: Papers in Regional Science doi: 10.1007/s10110-003-0190-y – volume: 9 start-page: 60 year: 1981 ident: 10.1016/j.apgeog.2013.09.012_bib40 article-title: The modiable areal unit problem publication-title: Quantitative Geography: A British View – volume: 50 start-page: 165 issue: 1 year: 2010 ident: 10.1016/j.apgeog.2013.09.012_bib41 article-title: ”GIS a job”: what use geographical information systems in spatial economics? publication-title: Journal of Regional Science doi: 10.1111/j.1467-9787.2009.00644.x |
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| Title | Accidental, open and everywhere: Emerging data sources for the understanding of cities |
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