000 03474cam a22005657i 4500
001 9781003292951
003 FlBoTFG
005 20240213122833.0
006 m o d
007 cr cnu---unuuu
008 221206s2022 flu ob 001 0 eng d
040 _aOCoLC-P
_beng
_erda
_epn
_cOCoLC-P
020 _a9781003292951
_q(electronic bk.)
020 _a100329295X
_q(electronic bk.)
020 _a1000781321
_q(electronic bk. : EPUB)
020 _a9781000781304
_q(electronic bk. : PDF)
020 _a1000781305
_q(electronic bk. : PDF)
020 _a9781000781328
_q(electronic bk.)
020 _z9781032274683
020 _z1032274689
020 _z9781032264592
020 _z1032264594
024 7 _a10.1201/9781003292951
_2doi
035 _a(OCoLC)1353293269
035 _a(OCoLC-P)1353293269
050 4 _aHT166
072 7 _aBUS
_x061000
_2bisacsh
072 7 _aCOM
_x021030
_2bisacsh
072 7 _aMAT
_x029000
_2bisacsh
072 7 _aPBT
_2bicssc
082 0 4 _a307.1216
_223
100 1 _aO'Brien, Daniel T.,
_d1983-
_eauthor.
_1https://isni.org/isni/0000000499334317
245 1 0 _aUrban informatics :
_busing big data to understand and serve communities /
_cDaniel T. O'Brien.
264 1 _aBoca Raton :
_bChapman & Hall/CRC,
_c2022.
300 _a1 online resource (1 volume)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 0 _aChapman & Hall/CRC data science series
520 _aUrban Informatics: Using Big Data to Understand and Serve Communities introduces the reader to the tools of data management, analysis, and manipulation using R statistical software. Designed for undergraduate and above level courses, this book is an ideal onramp for the study of urban informatics and how to translate novel data sets into new insights and practical tools. The book follows a unique pedagogical approach developed by the author to enable students to build skills by pursuing projects that inspire and motivate them.Each chapter has an Exploratory Data Assignment that prompts readers to practice their new skills on a data set of their choice. These assignments guide readers through the process of becoming familiar with the contents of a novel data set and communicating meaningful insights from the data to others. Key Features: The technical curriculum consists of both data management and analytics, including both as needed to become acquainted with and reveal the content of a new data set. Content that is contextualized in real-world applications relevant to community concerns. Unit-level assignments that educators might use as midterms or otherwise. These include Community Experience assignments that prompt students to evaluate the assumptions they have made about their data against real world information. All data sets are publicly available through the Boston Data Portal.
588 _aOCLC-licensed vendor bibliographic record.
650 0 _aCity planning.
650 0 _aBig data.
650 0 _aCity planning
_xData processing.
650 7 _aBUSINESS & ECONOMICS / Statistics
_2bisacsh
650 7 _aCOMPUTERS / Database Management / Data Mining
_2bisacsh
650 7 _aMATHEMATICS / Probability & Statistics / General
_2bisacsh
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/9781003292951
856 4 2 _3OCLC metadata license agreement
_uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999 _c6218
_d6218