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Frictionless Data

With frictionless you can read data from a Data Package (local or remote) into your R environment.

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Data Packaging
Data Toolbox Prototype

From Dataset to Frictionless Data

After following the above instructions to publish a Data Package, or using any of the datapackage.json references you find on https://datahub.io/search - you can use the dataset directly in R, with similar advantages as we discussed in the CKANR exercise.

📦 Data Package: https://github.com/schoolofdata-ch/swiss-hospital-data

⛰️ Data Source: https://opendata.swiss/en/dataset/key-data-on-swiss-hospitals-2017

⚙️ R script:


# The source of this is 
DPURL <- 'https://raw.githubusercontent.com/schoolofdata-ch/swiss-hospital-data/master/datapackage.json'

# Fetch the Data Package and verify that we have loaded it
datapackage <- read_package(DPURL)

# Show the contents of the Package

# Select a resource and read its contents
shc_infra <- read_resource(datapackage, "shc_infra")

# Generate a plot
plot(unlist(shc_infra$JAHR), unlist(shc_infra$AnzStand), type="b", main=datapackage$title)

ggplot(data = shc_infra) +
  geom_point(aes(x = Ops, y = KT, color = Typ_de)) +
  labs(x = '# Operations', y = 'Kanton', color = 'Typ',
       title = datapackage$title,
       caption = 'Quelle: db.schoolofdata.ch')

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