Working with network data: a data science perspective
Drawing examples from real-world networks, this essential book traces the methods behind network analysis and explains how network data is first gathered, then processed and interpreted. The text will equip you with a toolbox of diverse methods and data modelling approaches, allowing you to quickly...
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| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge, United Kingdom ; New York, NY, USA
Cambridge University Press
2024
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| Subjects: | |
| Online Access: | DE-12 DE-634 DE-92 DE-29 Volltext |
| Summary: | Drawing examples from real-world networks, this essential book traces the methods behind network analysis and explains how network data is first gathered, then processed and interpreted. The text will equip you with a toolbox of diverse methods and data modelling approaches, allowing you to quickly start making your own calculations on a huge variety of networked systems. This book sets you up to succeed, addressing the questions of what you need to know and what to do with it, when beginning to work with network data. The hands-on approach adopted throughout means that beginners quickly become capable practitioners, guided by a wealth of interesting examples that demonstrate key concepts. Exercises using real-world data extend and deepen your understanding, and develop effective working patterns in network calculations and analysis. Suitable for both graduate students and researchers across a range of disciplines, this novel text provides a fast-track to network data expertise |
| Item Description: | Title from publisher's bibliographic system (viewed on 31 May 2024) |
| Physical Description: | 1 Online-Ressource (xiii, 539 Seiten) |
| ISBN: | 9781009212601 |
| DOI: | 10.1017/9781009212601 |
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| institution | BVB |
| isbn | 9781009212601 |
| language | English |
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| spelling | Bagrow, James 1981- (DE-588)1340977265 aut Working with network data a data science perspective James Bagrow, University of Vermont, Yong-Yeol Ahn, Indiana University, Bloomington Cambridge, United Kingdom ; New York, NY, USA Cambridge University Press 2024 1 Online-Ressource (xiii, 539 Seiten) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 31 May 2024) Drawing examples from real-world networks, this essential book traces the methods behind network analysis and explains how network data is first gathered, then processed and interpreted. The text will equip you with a toolbox of diverse methods and data modelling approaches, allowing you to quickly start making your own calculations on a huge variety of networked systems. This book sets you up to succeed, addressing the questions of what you need to know and what to do with it, when beginning to work with network data. The hands-on approach adopted throughout means that beginners quickly become capable practitioners, guided by a wealth of interesting examples that demonstrate key concepts. Exercises using real-world data extend and deepen your understanding, and develop effective working patterns in network calculations and analysis. Suitable for both graduate students and researchers across a range of disciplines, this novel text provides a fast-track to network data expertise System analysis Quantitative research Big data Ahn, Yong-Yeol (DE-588)1211010155 aut Erscheint auch als Druck-Ausgabe 9781009212595 https://doi.org/10.1017/9781009212601 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Bagrow, James 1981- Ahn, Yong-Yeol Working with network data a data science perspective System analysis Quantitative research Big data |
| title | Working with network data a data science perspective |
| title_auth | Working with network data a data science perspective |
| title_exact_search | Working with network data a data science perspective |
| title_full | Working with network data a data science perspective James Bagrow, University of Vermont, Yong-Yeol Ahn, Indiana University, Bloomington |
| title_fullStr | Working with network data a data science perspective James Bagrow, University of Vermont, Yong-Yeol Ahn, Indiana University, Bloomington |
| title_full_unstemmed | Working with network data a data science perspective James Bagrow, University of Vermont, Yong-Yeol Ahn, Indiana University, Bloomington |
| title_short | Working with network data |
| title_sort | working with network data a data science perspective |
| title_sub | a data science perspective |
| topic | System analysis Quantitative research Big data |
| topic_facet | System analysis Quantitative research Big data |
| url | https://doi.org/10.1017/9781009212601 |
| work_keys_str_mv | AT bagrowjames workingwithnetworkdataadatascienceperspective AT ahnyongyeol workingwithnetworkdataadatascienceperspective |