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https://github.com/gbganalyst/bulkreadr
The Ultimate Tool for Reading Data in Bulk
https://github.com/gbganalyst/bulkreadr
bulkreader csv-reader data-import googlesheets missing-values xlsxreader
Last synced: 3 months ago
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The Ultimate Tool for Reading Data in Bulk
- Host: GitHub
- URL: https://github.com/gbganalyst/bulkreadr
- Owner: gbganalyst
- License: other
- Created: 2023-07-07T16:59:50.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-25T08:51:56.000Z (7 months ago)
- Last Synced: 2024-04-25T21:27:55.620Z (7 months ago)
- Topics: bulkreader, csv-reader, data-import, googlesheets, missing-values, xlsxreader
- Language: R
- Homepage: https://gbganalyst.github.io/bulkreadr/
- Size: 4.47 MB
- Stars: 10
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.Rmd
- License: LICENSE
Awesome Lists containing this project
- jimsghstars - gbganalyst/bulkreadr - The Ultimate Tool for Reading Data in Bulk (R)
README
---
output: github_document
editor_options:
chunk_output_type: console
---
```{r setup, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
message=FALSE,
warning=FALSE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%")
options(tibble.print_min = 5, tibble.print_max = 5)
```
# bulkreadr 
> The Ultimate Tool for Reading Data in Bulk
[](https://github.com/gbganalyst/bulkreadr/actions/workflows/R-CMD-check.yaml)
[](https://cran.r-project.org/package=bulkreadr)
[](https://cran.r-project.org/package=bulkreadr)
[](https://cran.r-project.org/package=bulkreadr)
[](https://app.codecov.io/gh/gbganalyst/bulkreadr?branch=main)
## About the package
`bulkreadr` is an R package designed to simplify and streamline the process of reading and processing large volumes of data. With a collection of functions tailored for bulk data operations, the package allows users to efficiently read multiple sheets from Microsoft Excel/Google Sheets workbooks and multiple CSV files from a directory. It returns the data as organized data frames, making it convenient for further analysis and manipulation.
Whether dealing with extensive data sets or batch processing tasks, "bulkreadr" empowers users to effortlessly handle data in bulk, saving time and effort in data preparation workflows.
Additionally, the package seamlessly works with labelled data from SPSS and Stata. For a quick video tutorial, I gave a talk at the International Association of Statistical Computing webinar. The recorded session is available [here](https://isi-web.org/webinar/iasc-bulkreadr-ultimate-tool-reading-data-bulk) and the webinar resources [here](https://github.com/gbganalyst/bulkreadr-webinar).
## The Concept Map
## Installation
You can install `bulkreadr` package from [CRAN](https://cran.r-project.org/) with:
```{r eval=FALSE}
install.packages("bulkreadr")
```
or the development version from [GitHub](https://github.com/) with
``` r
if(!require("devtools")){
install.packages("devtools")
}
devtools::install_github("gbganalyst/bulkreadr")
```
## Usage
Now that you have installed `bulkreadr` package, you can simply load it by using:
```{r pkgload}
library(bulkreadr)
```
To get started with `bulkreadr`, read the [docs](https://gbganalyst.github.io/bulkreadr/articles/index.html).
## Context
bulkreadr is designed to integrate with and augment the capabilities of established packages such as `readxl`, `readr`, and `googlesheets4`, offering enhanced functionality for reading bulk data within the R programming environment.
* [readxl](https://readxl.tidyverse.org) is the tidyverse package for reading Excel files (xls or xlsx) into an R data frame.
* [readr](https://readr.tidyverse.org) is the tidyverse package for reading delimited files (e.g., csv or tsv) into an R data frame.
* [googlesheets4](https://cran.r-project.org/package=googlesheets) is the package to interact with Google Sheets through the Sheets API v4 .