GEOSPATIAL ANALYTICS
with R Markdown, R Studio and Quarto
This micro-site is for academic purposes only. Any views or opinions, or comments represented in this site is personal and belongs solely to the site owner and do not represent those people, institutions or organisations that the owner may or may not be associated professionally or within a personal capacity unless explicitly stated.
All content on this site is for informational purposes only. This site’s owner makes no representation of the accuracy or completeness of any display information or any link on this site. The owner will not be liable for any errors, omissions or availability of any information. The owner will not be liable for any losses, injuries, or damages from the display or use of this information.
module : ISSS624-AY2022023Nov Applied Geospatial Analytics
IS415-AY2022023Jan Geospatial Analytics and Applications
instructor : Dr. Kam Tin Seong, Associate Professor of Information Systems (Practice)
institute : MITB-Analytics Track , Singapore Management University (SMU)
timeline : ISSS624 - November 19, 2022 to December 17, 2022
IS415 - January 9, 2023 to March 2023
| date | lesson | lesson cover | topic |
|---|---|---|---|
| Nov19, 2022 | Lesson 1 | Hands-on Ex1 | Geospatial Data Wrangling with R [1] |
| Nov19, 2022 | Lesson 1 | Hands-on Ex1 | Choropleth Mapping with R [2] |
| Nov19, 2022 | Lesson 1 | In-class Ex1 | Spatial Weights and Applications [3] |
| Nov24, 2022 | Lesson 2 | Hands-on Ex2 | Global & Local Measures of Spatial Autocorrelation [4] |
| Dec2, 2022 | Lesson 3 | Hands-on Ex3 | Spatially Constrained Cluster Analysis [5] |
| Dec10, 2022 | Lesson 4 | Hands-on Ex4 In-class Ex4 |
Geographically Weighted Regression [6] |
| Dec17, 2022 | Lesson 5 | Hands-on Ex5 In-class Ex5 |
Geographically Weighted Logistc Regression |