Please review the Data Management Outline and Data Management Setup Project-01.rmd that was sent to your email for more detailed instructions (they are also posted in the google drive link!)
We will be using R Studio, to download R:
https://rstudio.com/products/rstudio/download/#download
Select the version of R Studio for your computer (e.g. Mac, Windows, Linux).
Once the set-up is complete, run install.packages(c('tidyverse','ggplot2', 'rmarkdown'))
Presentations for sessions can be viewed here and downloaded from your browser:
Download Exercises:
Go to: https://drive.google.com/drive/folders/1twc2Leu-ZKRQmJQVvHXACTNS65mo4S8l?usp=sharing
Recorded Session 1 *requires a login
Recorded Session 2*requires a login
Download Exercises:
Week_1_Practice_01.rmd
Week_1_Practice_02.rmd
Go to: https://drive.google.com/drive/folders/1twc2Leu-ZKRQmJQVvHXACTNS65mo4S8l?usp=sharing
Recorded Session 3*requires a login
Download Exercises:
Week_2_Practice_01.rmd
Week_2_Practice_02.rmd
Go to: https://drive.google.com/drive/folders/1twc2Leu-ZKRQmJQVvHXACTNS65mo4S8l?usp=sharing
Contact: lauren@mapdatascience.com
Recorded Session 4*requires a login
Download Exercises:
Week_2_Practice_02A.rmd
Week_2_Practice_03.rmd
- .html and .word on google drive
Storyboard_02.rmd
- .html on google drive
Date_Management_Github_Setup.rmd
Go to: https://drive.google.com/drive/folders/1twc2Leu-ZKRQmJQVvHXACTNS65mo4S8l?usp=sharing
Contact: lauren@mapdatascience.com
Session 1:
- Brief Introduction to Administrative Data
- Data Cleaning and Data Management
- Data Management with R
- Introduction to Tidyverse
Session 2:
- Tidyverse mutate, group_by, summarize
- Advanced Tidyverse in dplyr
- Reshaping Data
- Joins
Session 3:
- Types of Data
- Working with Dates
- Working with lists and purr
- Introduction to regex, stringr and stringi
Session 4:
- R Markdown Continued
- Embedding tables, plots
- Github version control