Are There Any Alternatives To Reading Text Files In R?

2025-08-07 11:58:47 241

2 回答

Uriel
Uriel
2025-08-08 11:59:38
I can tell you there's a whole toolkit beyond just 'read.table()' or 'read.csv()'. The tidyverse's 'readr' package is my go-to for speed and simplicity—functions like 'read_csv()' handle messy data way better than base R. For truly monstrous files, 'data.table::fread()' is a beast, crunching gigabytes in seconds while automatically guessing column types.

If you're dealing with weird formats, 'readxl' tackles Excel files without Excel, and 'haven' chews through SPSS/SAS data like it's nothing. JSON? 'jsonlite'. Web scraping? 'rvest'. And let's not forget binary options like 'feather' or 'fst' for lightning-fast serialization. Each method has its own quirks—'readr' screams through clean data but chokes on ragged files, while 'data.table' forgives formatting sins but needs memory management. It's all about matching the tool to the data's shape and size.
Finn
Finn
2025-08-10 07:30:50
R's file-reading options are like a buffet—you pick what suits your data diet. I love 'vroom' for huge files because it lazily loads only what you use, saving memory. For structured data, 'read.delim()' is my old faithful, while 'rio' package acts as a Swiss Army knife, auto-detecting file types. Binary formats like RDS preserve objects perfectly, and 'DBI' lets you query databases directly. Sometimes I even use 'scan()' for total control over low-level reading. The key is knowing your data's quirks—encoding issues, missing values, or irregular structures—and picking the reader that handles them best.
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