bibliography.bib

@inproceedings{ester1996density,
  title={A density-based algorithm for discovering clusters in large spatial databases with noise.},
  author={Ester, Martin and Kriegel, Hans-Peter and Sander, J{\"o}rg and Xu, Xiaowei and others},
  booktitle={Kdd},
  volume={96},
  number={34},
  pages={226--231},
  year={1996}
}

@article{moreno2020metropolitan,
  title={Metropolitan areas in the world. Delineation and population trends},
  author={Moreno-Monroy, Ana I and Schiavina, Marcello and Veneri, Paolo},
  journal={Journal of Urban Economics},
  pages={103242},
  year={2020},
  publisher={Elsevier}
}

@article{arribas2019building,
  title={Building (s and) cities: Delineating urban areas with a machine learning algorithm},
  author={Arribas-Bel, Daniel and Garcia-L{\'o}pez, M-{\`A} and Viladecans-Marsal, Elisabet},
  journal={Journal of Urban Economics},
  pages={103217},
  year={2019},
  publisher={Elsevier}
}

@book{schutt2013doing,
    title={Doing data science: Straight talk from the frontline},
    author={Schutt, Rachel and O'Neil, Cathy},
    year={2013},
    publisher={`` O'Reilly Media, Inc.''}
}

@misc{anderson2008end,
    title={The end of theory: The data deluge makes the scientific method
      obsolete. Wired Magazine},
    author={Anderson, Chris},
    year={2008},
    publisher={Updated 6/23/2008), Available at: http://www. wired.
        com/science/discoveries/magazine/16-07/pb\_theory}
}

@article{Lazer14032014,
    author = {Lazer, David and Kennedy, Ryan and King, Gary and Vespignani,
        Alessandro}, 
    title = {The Parable of Google Flu: Traps in Big Data Analysis},
    volume = {343}, 
    number = {6176}, 
    pages = {1203-1205}, 
    year = {2014}, 
    doi = {10.1126/science.1248506}, 
    URL = {http://www.sciencemag.org/content/343/6176/1203.short}, 
    eprint = {http://www.sciencemag.org/content/343/6176/1203.full.pdf}, 
    journal = {Science} 
}

@book{mckinney2012python,
    title={Python for data analysis: Data wrangling with Pandas, NumPy, and
      IPython},
    author={McKinney, Wes},
    year={2012},
    publisher={{O'Reilly Media, Inc.}}
}

@book{downey2012,
    title={{Think Python - How to Think Like a Computer Scientist}},
    author={Downey, Allen},
    year={2012},
    publisher={Green Tea Press}
}

@article{ArribasBel201445,
title = "Accidental, open and everywhere: Emerging data sources for the understanding of cities ",
journal = "Applied Geography ",
volume = "49",
number = "",
pages = "45 - 53",
year = "2014",
note = "The New Urban World ",
issn = "0143-6228",
doi = "http://dx.doi.org/10.1016/j.apgeog.2013.09.012",
url = "http://www.sciencedirect.com/science/article/pii/S0143622813002178",
author = "Daniel Arribas-Bel",
keywords = {"Data sources", "Open data", "Cities"},
}

@article{Wickham:2014:JSSOBK:v59i10,
    author =  "Hadley  Wickham",
    title = "Tidy Data",
    journal = "Journal of Statistical Software",
    volume =    "59",
    number =  "10",
    pages = "??--??",
    day =     "12",
    month = "9",
    year =    "2014",
    CODEN = "JSSOBK",
    ISSN =    "1548-7660",
    bibdate =   "2014-05-09",
    URL =     "http://www.jstatsoft.org/v59/i10",
    accepted =  "2014-05-09",
    acknowledgement = "",
    keywords =  "",
    submitted =   "2013-02-20",
}

@article{goodchild2007citizens,
  title={Citizens as sensors: the world of volunteered geography},
  author={Goodchild, Michael F},
  journal={GeoJournal},
  volume={69},
  number={4},
  pages={211--221},
  year={2007},
  publisher={Springer}
}

@book{kitchin2014data,
  title={The data revolution: Big data, open data, data infrastructures and their consequences},
  author={Kitchin, Rob},
  year={2014},
  publisher={Sage}
}

@incollection{rey2015gis471l3,
    title={Geovisualization},
    booktitle={GPH471: Geographic Information Analysis},
    author={Rey, Sergio},
    year={2015},
    note={Lecture slides from course taught at Arizona State University}
}

@incollection{rey2015gis471l4,
    title={Point Pattern Basics},
    booktitle={GPH471: Geographic Information Analysis},
    author={Rey, Sergio},
    year={2015},
    note={Lecture slides from course taught at Arizona State University}
}

@book{tufte1983visual,
    title={The visual display of quantitative information},
    author={Tufte, Edward R},
    year={1983},
    publisher={Graphics press Cheshire, CT}
}

@inproceedings{openshaw1984modifiable,
    title={The modifiable areal unit problem},
    author={Openshaw, Stan and Openshaw, S},
    year={1984},
    organization={Geo Abstracts University of East Anglia}
}

@misc{anselin2014modern,
  title={Modern Spatial Econometrics in Practice: A Guide to GeoDa, GeoDaSpace and PySAL},
  author={Anselin, Luc and Rey, Sergio J},
  year={2014},
  publisher={Chicago, IL: GeoDa Press LLC}
}

@article{anselin2002uhi,
	Author = {Anselin, L.},
	Journal = {Agricultural Economics},
	Number = {3},
	Pages = {247--267},
	Publisher = {Blackwell Synergy},
	Refnumber = {000182},
	Title = {{Under the hood Issues in the specification and interpretation of spatial regression models}},
	Volume = {27},
	Year = 2002
}

@article{anselin1996moran,
    title={The Moran scatterplot as an ESDA tool to assess local instability
      in spatial association},
    author={Anselin, Luc},
    journal={Spatial analytical perspectives on GIS},
    volume={111},
    pages={111--125},
    year={1996}
}

@incollection{haining2014spatial,
    title={Spatial Data and Statistical Methods: A Chronological Overview},
    author={Haining, Robert},
    booktitle={Handbook of Regional Science},
    pages={1277--1294},
    year={2014},
    publisher={Springer}
}

@incollection{symanzik2014exploratory,
    title={Exploratory Spatial Data Analysis},
    author={Symanzik, J{\"u}rgen},
    booktitle={Handbook of Regional Science},
    pages={1295--1310},
    year={2014},
    publisher={Springer}
}

@book{brunsdon2015geocomputation,
  title={Geocomputation: A Practical Primer},
  author={Brunsdon, Chris and Singleton, Alex},
  year={2015},
  publisher={SAGE}
}

@article{duque2007supervised,
  title={Supervised regionalization methods: A survey},
  author={Duque, Juan Carlos and Ramos, Ra{\'u}l and Suri{\~n}ach, Jordi},
  journal={International Regional Science Review},
  volume={30},
  number={3},
  pages={195--220},
  year={2007},
  publisher={Sage Publications}
}

@misc{brunsdoncomber2015,
    title={An Introduction to R for Spatial Analysis and Mapping},
    author={C. Brunsdon, L. Comber.},
    year={2015},
    publisher={SAGE Publications Ltd.},
    isbn={978-1-4462-7295-4}
}

@book{gelman2006data,
  title={Data analysis using regression and multilevel/hierarchical models},
  author={Gelman, Andrew and Hill, Jennifer},
  year={2006},
  publisher={Cambridge University Press}
}

@book{angrist2008mostly,
  title={Mostly harmless econometrics: An empiricist's companion},
  author={Angrist, Joshua D and Pischke, J{\"o}rn-Steffen},
  year={2008},
  publisher={Princeton university press}
}

@book{angrist2014mastering,
  title={Mastering'metrics: The Path from Cause to Effect},
  author={Angrist, Joshua D and Pischke, J{\"o}rn-Steffen},
  year={2014},
  publisher={Princeton University Press}
}

@article{lazer2017data,
  title={Data ex Machina: Introduction to Big Data},
  author={Lazer, David and Radford, Jason},
  journal={Annual Review of Sociology},
  number={0},
  year={2017},
  publisher={Annual Reviews 4139 El Camino Way, PO Box 10139, Palo Alto, California 94303-0139, USA}
}

@article{donoho201750,
  title={50 years of data science},
  author={Donoho, David},
  journal={Journal of Computational and Graphical Statistics},
  volume={26},
  number={4},
  pages={745--766},
  year={2017},
  publisher={Taylor \& Francis}
}

@book{webber2018predictive,
  title={The Predictive Postcode: The Geodemographic Classification of British Society},
  author={Webber, Richard and Burrows, Roger},
  year={2018},
  publisher={SAGE}
}


@article{singleton2019geographic,
  title={Geographic Data Science},
  author={Singleton, Alex and Arribas-Bel, Daniel},
  journal={Geographical Analysis},
  year={2019},
  publisher={Wiley Online Library}
}


@article{rule2019ten,
  title={Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks},
  author={Rule, Adam and Birmingham, Amanda and Zuniga, Cristal and Altintas, Ilkay and Huang, Shih-Cheng and Knight, Rob and Moshiri, Niema and Nguyen, Mai H and Rosenthal, Sara Brin and P{\'e}rez, Fernando and others},
  year={2019},
  journal={{PLoS Comput Biol}},
  number=7,
  volume=15,
  doi={https://doi.org/10.1371/journal.pcbi.1007007},
  publisher={Public Library of Science San Francisco, CA USA}
}


@book{yau2011visualize,
  title={Visualize this: the FlowingData guide to design, visualization, and statistics},
  author={Yau, Nathan},
  year={2011},
  publisher={John Wiley \& Sons}
}


@book{brewer2015designing,
  title={Designing better Maps: A Guide for GIS users},
  author={Brewer, Cynthia},
  year={2015},
  publisher={ESRI press}
}

@book{reyABwolf,
  title={Geographic Data Science with PySAL and the PyData stack},
  author={Rey, Sergio J. and Arribas-Bel, Daniel and Wolf, Levi J.},
  year={forthcoming},
  publisher={CRC press},
  notes={Available online at: https://geographicdata.science/book}
}

@article{somers2018scientific,
  title={The scientific paper is obsolete},
  author={Somers, James},
  journal={The Atlantic},
  volume={4},
  year={2018}
}