You can use the following basic syntax to read a ZIP file into R:
library(readr) #import data1.csv located within my_data.zip df my_data.zip", "data1.csv"))
The following example shows how to use this syntax in practice.
Example: How to Read Zip Files in R
Suppose I have a ZIP file called my_data.zip that contains the following three CSV files:
- data1.csv
- data2.csv
- data3.csv
Assuming my working directory contains this ZIP file, I can use the following syntax to display all files located within my_data.zip:
#display all files in my_data.zip unzip("my_data.zip", list = TRUE) Name Length Date 1 data1.csv 37 2022-03-10 09:48:00 2 data2.csv 36 2022-03-10 09:49:00 3 data3.csv 34 2022-03-10 10:54:00
We can see the names of each file located within my_data.zip along with their length and the date they were created.
Next, I can use the following syntax to import the dataset called data1.csv into a data frame in R:
library(readr) #read data1.csv into data frame df1 my_data.zip", "data1.csv")) #view data frame df1 # A tibble: 4 x 2 team points 1 A 12 2 B 31 3 C 27 4 D 30
We can see that R successfully imported this CSV file into a data frame.
Note: You can find the complete documentation for the read_csv() function here.
Additional Resources
The following tutorials explain how to import other files in R:
How to Import CSV Files into R
How to Import a CSV from URL in R
How to Import Excel Files into R