教學影片與路徑

R基礎

開始使用R

• [Datacamp] Introduction to R to get basic understanding of R

• [Video] R0_1 Install R and RStudio (R1081)

• [Video] Using R Markdown (R Tutorial): Introducing the functions and syntax of R Markdown

R語言基礎

(Slides: R01 R Basic)

• Video R01_1 What is data? See section What is data?

• Video R01_2 Storing data

• Video R01_3 Vector with R01_2_vector.Rmd. See section Vector

• Video R01_4 Dataframe with R01_3_dataframe.Rmd . See section dataframe

• (to modify) [Video] Using R (workshop 2019): A very quick preview of using RStudio to write R program

讀取Excel

• The case: paid maternity leave

• R02_1 readxl intro paid maternity

• R02_1_2 df operation paid maternity

• R02_1_3 plot paid maternity

讀取CSV：以台北竊盜常發點位為例

Similar to pivot analysis in Excel or google spreadsheet

• R02_2_1_tptheft_readcsv
• R02_2_2 tptheft pivot analysis

R資料操作：使用dplyr

從base到dplyr：pipeline的寫法

• R02_3 base to dplyr 01: Introduction to dplyr
• R02_3 base to dplyr 02: using pipeline
• R02_3 base to dplyr 03: on TP house theft
• R02_3 base_to_dplyr04: Paid maternity leave

合併資料（Joining data）

• R04_1_1 Join Taiwan demographic data and referendum data: Introduce the case
• R04_1_2 Summarizing demographic data
• R04_1_3 Aggregating village to town level
• R04_1_4 Joining demographic and referendum data