Open xrwang opened 6 years ago
Requirements: Complete projects have at least three questions used to illustrate all of the following tasks:
[x] Some form of data access / reading into R +
[x] Data tidying preparation +
[x] Initial data visualization ~~
[x] Use of GitHub + Reproducible execution with use of Travis +
[x] RMarkdown writeup, with final submission as a nicely formatted PDF document that includes code and results. +
[x] Overall clean and clear presentation of repository, code, and explanations. +
AND at least three of the following skills (this list may be modified/extended):
[x] Writing / working with custom R functions
[x] Use of at least 5 dplyr verbs / functions +
dplyr
[ ] Creating an R package for functions used in the analysis
[x] Interaction with an API - Use of regular expressions ~+
[x] Use of an external relational database
[ ] Preparing processed data for archiving / publication
[x] Parsing extensible data formats (JSON, XML)
[ ] Use of spatial vector data (sf package) and visualization of spatial data ~+
sf
[ ] Creation of an R package
[x] Use of purrr package functions for iteration
purrr
[ ] Manipulation of dates or strings
[ ] Unique challenges you encounter: particularly messy data/ non-standard formats, special emphasis on visualization or presentation of results.
Requirements: Complete projects have at least three questions used to illustrate all of the following tasks:
[x] Some form of data access / reading into R +
[x] Data tidying preparation +
[x] Initial data visualization ~~
[x] Use of GitHub + Reproducible execution with use of Travis +
[x] RMarkdown writeup, with final submission as a nicely formatted PDF document that includes code and results. +
[x] Overall clean and clear presentation of repository, code, and explanations. +
AND at least three of the following skills (this list may be modified/extended):
[x] Writing / working with custom R functions
[x] Use of at least 5
dplyr
verbs / functions +[ ] Creating an R package for functions used in the analysis
[x] Interaction with an API - Use of regular expressions ~+
[x] Use of an external relational database
[ ] Preparing processed data for archiving / publication
[x] Parsing extensible data formats (JSON, XML)
[ ] Use of spatial vector data (
sf
package) and visualization of spatial data ~+[ ] Creation of an R package
[x] Use of
purrr
package functions for iteration[ ] Manipulation of dates or strings
[ ] Unique challenges you encounter: particularly messy data/ non-standard formats, special emphasis on visualization or presentation of results.