R
Updated on 3/11/2019
This course teaches you intermediate-level GIS skills. After taking this course, you are expected to do the following things:
Throughout the semester, we will intensively use R
, an open source programming language, instead of ESRI products. Why?
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)Items | percent |
---|---|
Six weekly assignment (mostly practice questions) | 30% |
Three mini projects (one from each module) | 30% |
Final group project (up to 3 students, proposal due on Mar 17) | 30% |
Class participation (e.g., attendance) | 10% |
I do not accept late submission because we will review assignments and mini projects in class immediately after their due dates. If you have inevitable situations, please email me in advance. FYI, assignments and mini projects will be posted on Mondays, and their due dates are following Sunday midnight on Canvas (11:59:59PM on Sundays).
Week | Monday | Module | Topics | Chapters/Materials | HW posted | HW due |
---|---|---|---|---|---|---|
1 | Jan 7 | Data manipulation | Intro to R/RStudio, Data visualization | R4DS 1, 2, 3 | ||
2 | Jan 14 | Data manipulation | No Class | HW#1: Jan 14 | Jan 20 | |
3 | Jan 21 | Data manipulation | tidyverse verbs |
R4DS 5 | HW#2: Jan 21 | Jan 27 |
4 | Jan 28 | Data manipulation | Exploratory data analysis, Tidy | R4DS 7, 12 | HW#3: Jan 28 | Feb 3 |
5 | Feb 4 | Data manipulation | Join, Functions, Data types | R4DS 13, 19, 20 | Mini#1: Feb 4 | |
6 | Feb 11 | Data manipulation | Iteration,Census data | R4DS 21 | Feb 17 | |
7 | Feb 18 | Spatial data processing | sf class, Attribute operations |
Geocomp 2, 3 | HW#4: Feb 18 | Feb 24 |
8 | Feb 25 | Spatial data processing | Spatial operations, Exercises | Geocomp 4 | HW#5: Feb 25 | Mar 3 |
9 | Mar 4 | Spatial data processing | Geometry operations, Exercises, Raster operations | Geocomp 3, 4, 5 | Mini#2: Mar 11 | |
10 | Mar 11 | Spatial data processing | Web data data | Geocomp 6, 7, 8 | Mar 26 | |
– | Mar 18 | Spring break | No Class | Proposal Mar 24 | ||
11 | Mar 25 | Spatial data anlaysis | Proposal presentation, Point pattern analysis | Intro 6, Applied 7, 8 | HW#6: Mar 25 | Mar 31 |
12 | Apr 1 | Spatial data anlaysis | Spatial autocorrelation/autoregression, Model building | Intro 7, Applied 9, 10, R4DS 22-25 | Mini#3: Apr 1 | |
13 | Apr 8 | Spatial data anlaysis | Use case: Transportation, Network analysis | Geocomp 12, | Apr 14 | |
14 | Apr 15 | Spatial data anlaysis | Use case: Geomarketing, Ecology | Geocomp 13, 14 | ||
15 | Apr 22 | Wrap-up | Communication | R4DS 26-30 | ||
16 | Apr 29 | Presentation |
Cell phone use is prohibited at all times during class, except if you are using cell phones to answer quizzes/ surveys. Laptops, tablets, e-readers, and other digital devices may be used to take notes or refer to relevant information, take quizzes, and complete in-class assignments. If you are using a digital device for non-course purposes at any time during the semester, you will be asked to refrain from using it for the remainder of the course. No exceptions.
There will be times in class when the instructor reserves the right to enact the “No Device Rule.” During these times, all digital devices will be required to be stored off desks so that students may concentrate on tasks or presentations. Expect that this rule will be used when your peers are presenting and during guest lectures.
At Georgia Tech, we believe that it is important to continually strive for an atmosphere of mutual respect, acknowledgement, and responsibility between faculty members and the student body. See http://www.catalog.gatech.edu/rules/22.php for an articulation of some basic expectations—that you can have of me, and that I have of you. Respect for knowledge, hard work, and cordial interactions will help build the environment we seek. Therefore, I encourage you to remain committed to the ideals of Georgia Tech while in this class.
Georgia Tech aims to cultivate a community based on trust, academic integrity, and honor. Students are expected to act according to the highest ethical standards. For more information on Georgia Tech’s Academic Honor Code, please visit http://www.catalog.gatech.edu/rules/18b.php and http://www.catalog.gatech.edu/genregulations/honorcode.php.
Writing with authority and honesty requires explaining the sources of the information you reference. All material should be cited using APA format, which is explained here: http://libguides.gatech.edu/citationtools/apacite.
If you are a student with learning needs that require special accommodation, contact the Office of Disability Services (ADAPTS), http://disabilityservices.gatech.edu/ , as soon as possible, to make an appointment to discuss your special needs and to obtain an accommodations letter. Please also e-mail me as soon as possible in order to set up a time to discuss your learning needs. If any occurrence of disability changes within the semester, please inform me as soon as possible.
Throughout the semester, events may require the instructor to rearrange class topics due to conferences, holidays, severe weather, etc. Schedule changes will be announced in class and/or on Canvas.