Geographical data science and spatial data analytics in R : (Record no. 2856)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02292cam a22002535i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | GSU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260721090144.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200504s2020 cau 000 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781526449351 (hardback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | GSU |
| Modifying agency | GSU |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA276.45 |
| Item number | COM |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Comber, Lex, |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Geographical data science and spatial data analytics in R : |
| Remainder of title | an introduction / |
| Statement of responsibility, etc. | Lex Comber, Chris Brunsdon. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Thousand Oaks : |
| Name of producer, publisher, distributor, manufacturer | SAGE Publications, |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 339 pages : |
| Other physical details | illustrations ; |
| Dimensions | 25 cm |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 490 0# - SERIES STATEMENT | |
| Series statement | Spatial analytics and gis; |
| Volume/sequential designation | book 6 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "We are in an age of big data where all of our everyday interactions and transactions generate data. Much of this data is spatial - it is collected some-where - and identifying analytical insight from trends and patterns in these increasing rich digital footprints presents a number of challenges. These include the questioning of classical statistical hypothesis testing (with Big Data almost everything is significant), the importance of data visualizations to support robust hypothesis development and the role of spatial data analytics to link different big spatial datasets and to support trend identification. This book builds on the tools and techniques described in An Introduction to R for Spatial Analysis and Mapping by Brunsdon and Comber, extending these into Big Spatial Data and Data Analytics. It reflects a number of recent developments in both thinking about Big Spatial Data and in handling such data in R, the open source statistical software, which have significantly increased R's ability to handle, process and visualize big data. As yet there are no text books which reflect these recent developments in data handling in R, that develop robust inferential methods for Big Data analysis, that include spatial operations in data analytics or that describe advanced spatial manipulations and visualizations of highly dimensional, spatially referenced data. This book addresses these gaps"-- |
| Assigning source | Provided by publisher. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Brunsdon, Chris, |
| Relator term | author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Reserve |
| Classification part | QA276.45 |
| Call number prefix | QA |
| Call number suffix | COM |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | General Collection | GSU Library Epoch | GSU Library Epoch | Reserve | 20/07/2026 | Purchase | 05843 | QA276.45 COM | 50000007032 | 20/07/2026 | 1 | 20/07/2026 | Reserve |