<img src="img/logo.png" align="right" height="80"/ alt="dmpr logo">
Data Package Manager for R
Description
The R package for creating and installing data packages that follow the Open Knowledge Foundation's Data Package Protocol.
dpmr has three core functions:
datapackage_init: initialises a new data package from an R data frame and
(optionally) a meta data list.
datapackage_install: installs a data package either stored locally or
remotely, e.g. on GitHub.
datapackage_info:reads a data package's metadata (stored in its
datapackage.json file) into the R Console and (optionally) as a list.
Examples
Create Data Packages
To initiate a barebones data package in the current working directory called
My_Data_Package use:
# Create fake data
A <- B <- C <- sample(1:20, size = 20, replace = TRUE)
ID <- sort(rep('a', 20))
Data <- data.frame(ID, A, B, C)
datapackage_init(df = Data, package_name = 'My_Data_Package')This will create a data package with barebones metadata in a datapackage.json file. You can then edit this by hand.
Alternatively, you can also create a list with the metadata in R and have this included with the data package:
meta_list <- list(name = 'My_Data_Package',
title = 'A fake data package',
last_updated = Sys.Date(),
version = '0.1',
license = data.frame(type = 'PDDL-1.0',
url = 'http://opendatacommons.org/licenses/pddl/'),
sources = data.frame(name = 'Fake',
web = 'No URL, its fake.'))
datapackage_init(df = Data, meta = meta_list)Note if you don't include the resources fields in your metadata list, then
they will automatically be added. These fields identify the data files' paths
and data schema.
Installing Data Packages
Locally
To load a data package called gdp stored in the current working directory use:
gdp_data <- datapackage_install(path = 'gdp/')From the web
You can install a package stored remotely using its URL. In this example we directly download the gdp data package from GitHub using the URL for its zip file:
URL <- 'https://github.com/datasets/gdp/archive/master.zip'
gdp_data <- datapackage_install(path = URL)Get Data Package Metadata
Use datapackage_info to read a data package's metadata into R:
# Print information when working directory is a data package
datapackage_info()To-do for v0.2
datapackage_updatefor updating a data package's data and metadata.Specify data variable descriptions in meta list.
Load inline data from the datapackage.json file.
Load data from a GitHub repo using GitHub usernames and repos.
Licensed under GPL-3