text:
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@misc{ChengHanLee2015HowFirst,
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@misc{MikeWasson2013ASP.NETASP.NET,
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@misc{DrewConway2013TheDiagram,
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@article{Carbone2016ChallengesPerspective,
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@misc{DavidRostcheck2016DataDifference,
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@misc{JelaniHarper2014DistinguishingScience,
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@misc{DavidSmith2013StatisticsBI,
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@misc{BillSchmarzo2014BusinessDifference,
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@misc{DavidDietrich2014BuildingTeams,
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@misc{MikeMerritt-Holmes201610Intelligence,
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@misc{Variousauthors2015WhatAnalyst,
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@misc{DavidRostcheck2016DataCareer,
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@article{CaoLong2017,
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@inproceedings{Mens2014,
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@inproceedings{RubyJaapJansen2011,
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@article{Mikut2011,
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@misc{DavidStackOverflow2017,
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@book{NinaBookR2014,
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@misc{MosaicDataScience2017,
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@book{Todd2019,
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@inproceedings{Adriadno2016,
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@inproceedings{Stefan2017,
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@article{Gwendolyn2010,
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@misc{Fabian2013,
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@article{Arcitura2017BiDataPatterns,
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    year = {2018},
    journal = {For more see Erl, Khattak {\&} Buhler's Big Data Fundamentals: Concepts, Drivers {\&} Techniques (2016)},
    author = {{Arcitura}},
    series = {The Prentice Hall Service Technology Series from Thomas Erl},
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@article{Gorard2010,
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@article{Werner2006,
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@book{Blaha2010,
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@article{geist2012patterns,
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@misc{Fractal2017,
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@book{Chetan2016,
    title = {{Learning Python Design Patterns}},
    year = {2016},
    author = {Giridhar, Chetan},
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@article{GuerreroLuisFuller2001,
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@article{Hossam2017,
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@article{2015arXiv151103085K,
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}

@inproceedings{AndreseasWellhausenTim2011,
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@article{DobleMeszaros1997,
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    isbn = {978-0-201-31011-5}
}

@book{Erl2015,
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    isbn = {9780133858563}
}

@book{Fehling2014,
    title = {{Cloud Computing Patterns}},
    year = {2014},
    author = {Fehling, Christoph and Leymann, Frank and Retter, Ralph and Schupeck, Walter and Arbitter, Peter},
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}

@book{EducationPatterns2012,
    title = {{Pedagogical Patterns: Advice For Educators}},
    year = {2012},
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}

@inproceedings{HolleyKerrir2014,
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    year = {2014},
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    pages = {796--799},
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    doi = {10.1109/BigData.Congress.2014.127},
    keywords = {Data Architecture patterns for Big Data}
}

@book{MinerDonald2012,
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}

@article{WareColin2013,
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    keywords = {data visualization, design patterns, visual thinking}
}

@article{ArnottDAvidBIPat2017,
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    month = {5},
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}

@techreport{Forrester2013,
    title = {{The Patterns Of Big Data: A Data Management Playbook Toolkit}},
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}

@book{erl2015big,
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    year = {2016},
    author = {Erl, T and Khattak, W and Buhler, P},
    series = {The Prentice Hall Service Technology Series from Thomas Erl},
    publisher = {Prentice Hall},
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    isbn = {9780134291079}
}

@misc{IBM2013DeveloperWorks,
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    year = {2013},
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}

@book{MicrosoftPatterns2017,
    title = {{Microsoft Application Architecture Guide}},
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    isbn = {9780735627109}
}

@book{Tutfe1883,
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@article{ShusenLiu2017,
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    url = {http://diglib.eg.org/handle/10.2312/eurovisstar.20151115.127-147},
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    keywords = {Taxonomy, computational modeling, data models, high-dimensional data, multidimensional data, visualization}
}

@misc{PatternMining2013,
    title = {{An Introduction to Frequent Pattern Mining}},
    year = {2013},
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}

@article{AgarwalDhar2014,
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    year = {2014},
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    doi = {10.1287/isre.2014.0546},
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@article{mcafee2012big,
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    keywords = {Article, BigData, Strategy}
}

@misc{Sean2015,
    title = {{Data Science and Big Data: Two very Different Beasts}},
    year = {2015},
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}

@article{WatsonBiDatagettingIN2007,
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    volume = {40},
    url = {http://ieeexplore.ieee.org/document/4302625/},
    doi = {10.1109/MC.2007.331},
    keywords = {Business intelligence, IT systems perspectives}
}

@article{DPSummarySMS2016,
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    issn = {01641212},
    keywords = {Design patterns, Systematic mapping study, Systematic review}
}

@article{DeardenHCI2006,
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@article{GoFDesignPatternsAmpatzoglou2013,
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    doi = {10.1016/j.jss.2013.03.063},
    keywords = {Design patterns, Mapping study, Software quality attributes}
}

@techreport{Fern2016,
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}

@incollection{PasianBeverly2015,
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@book{Carson2001,
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@misc{FowlerBlog2006,
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@article{CorbinStrauss1990,
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@book{PerezBook2017,
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@techreport{PeterNorvig1996DesignProgramming,
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@article{Wilson2008PatternsEnvironments,
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@article{WebsterJaineWatson2002,
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@article{MatavireBrown2011,
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    keywords = {grounded theory methodology, is research methodology}
}

@inproceedings{MauroGreco2015,
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@book{DPCPQT2011,
    title = {{Introduction to Design Patterns in C++ with Qt}},
    year = {2011},
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@article{Noy2008SamplingResearch,
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@misc{SalingarosSOMEALEXANDER,
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    author = {Salingaros, N},
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@techreport{DongPan1998TheEngine,
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@incollection{DelibasicBKirchnerK2008AApproach,
    title = {{A Pattern Based Data Mining Approach}},
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@techreport{Domino2017DS,
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@article{DavidDonoh2015Years50,
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@article{realTimeBIContinental2006,
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@book{CarlShan2015TheScientists,
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@book{JakeVanderPlas2016PythonHandbook,
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@book{FieldCadyDSBook,
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@article{2014BigChallenges,
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@article{Bryan2017DataTent,
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@misc{KellyPosterUSerRBrussels2017,
    title = {{Teaching the Tidyverse in the Second Semester, Undergraduate Statistics Course}},
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    url = {https://www.user2017.brussels/uploads/mcconville_user2017_Poster_2017_06_16.pdf},
    address = {Swarthmore College}
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@article{Oliphant2007,
    title = {{Python for scientific computing}},
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@misc{PengStringFactor2015,
    title = {{stringsAsFactors: An unauthorized biography}},
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    keywords = {R, factors, strings}
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@misc{BlasMartinSlow2018,
    title = {{[Rd] Fixed BLAS tests for external BLAS library}},
    year = {2018},
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@inproceedings{GoogleDebt1,
    title = {{Hidden Technical Debt in Machine Learning Systems}},
    year = {2015},
    booktitle = {Advances in Neural Information Processing Systems},
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@inproceedings{Ayankoya2014,
    title = {{Intrinsic Relations between Data Science, Big Data, Business Analytics and Datafication}},
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    url = {http://dl.acm.org/citation.cfm?doid=2664591.2664619},
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@article{Rowley2007TheHierarchy,
    title = {{The wisdom hierarchy: representations of the DIKW hierarchy}},
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@article{TidyDataWickham2014,
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@misc{DataTable2017,
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@techreport{NicolausHenke2016TheWorld,
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@book{FosterProvost2013DataThinking,
    title = {{Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking}},
    year = {2013},
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@article{Bergstra2012RandomOptimization,
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