readr:read_csv 与 read_tsv

R 数据导入入门

Filip Schouwenaars

Instructor, DataCamp

概览

  • 先用:utils 包

  • 专用 R 包

    • readr

    • data.table

R 数据导入入门

readr

  • Hadley Wickham

  • 快、易用、一致

  • utils:冗长、较慢

install.packages("readr")
library(readr)
R 数据导入入门

CSV 文件

read.csv("states.csv")
         state    capital pop_mill area_sqm
1 South Dakota     Pierre    0.853    77116
2     New York     Albany   19.746    54555
3       Oregon      Salem    3.970    98381
4      Vermont Montpelier    0.627     9616
5       Hawaii   Honolulu    1.420    10931
read_csv("states.csv")
# A tibble: 5 × 4
         state    capital pop_mill area_sqm
         <chr>      <chr>    <dbl>    <int>
1 South Dakota     Pierre    0.853    77116
2     New York     Albany   19.746    54555
3       Oregon      Salem    3.970    98381
4      Vermont Montpelier    0.627     9616
5       Hawaii   Honolulu    1.420    10931
R 数据导入入门

TSV 文件

read.delim("states.txt")
         state    capital pop_mill area_sqm
1 South Dakota     Pierre    0.853    77116
2     New York     Albany   19.746    54555
3       Oregon      Salem    3.970    98381
4      Vermont Montpelier    0.627     9616
5       Hawaii   Honolulu    1.420    10931
read_tsv("states.txt")
# A tibble: 5 × 4
         state    capital pop_mill area_sqm
         <chr>      <chr>    <dbl>    <int>
1 South Dakota     Pierre    0.853    77116
2     New York     Albany   19.746    54555
3       Oregon      Salem    3.970    98381
4      Vermont Montpelier    0.627     9616
5       Hawaii   Honolulu    1.420    10931
R 数据导入入门

封装:utils 与 readr

ch_2_1_slides.002.png

R 数据导入入门

封装:utils 与 readr

ch_2_1_slides.003.png

R 数据导入入门

Passons à la pratique !

R 数据导入入门

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