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tidyverse/readr

Read flat files (csv, tsv, fwf) into R observed · 2026-08-28

github.com/tidyverse/readr · homepage · R · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

71/100

  • Activity 76
  • Release rhythm 47
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 96
  • age_days: 4787
  • days_rel: 195
  • days_push: 145
  • n_releases_24m: 2

Full methodology

Adoption not part of the score

1038 stars · 295 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

readr is an R package from the tidyverse for fast, friendly reading of rectangular data from delimited files such as CSV, TSV, fixed-width, and whitespace-separated formats. It parses messy real-world data types and reports parsing problems informatively.

Use cases

  • read a csv file into an R data frame
  • parse tab-separated values in R
  • import fixed-width text files
  • load web log files into R
  • write data frames to csv with consistent formatting
  • diagnose parsing problems when importing flat files

When to choose

  • you work in R and need fast, reliable CSV/TSV/fixed-width file import
  • you want informative parsing problem reports instead of silent coercion
  • you are already using the tidyverse ecosystem

When to avoid

  • you need to read Excel, JSON, or database data (use readxl, lite, DBI)
  • you need extremely large-scale out-of-memory processing (consider arrow or vroom-style chunking)
  • you are not working in R

Facets

library · maturity stable

parser csv file-system data-science data-science files developer-tools cross-platform tidyverse r-package data-import delimited-files fixed-width-files r

4 sources

Member repositories

RepositoryRoleHealth v2
tidyverse/readrmain71

For agents

markdown · JSON · MCP: product_card(name="tidyverse/readr")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem