2024-07-10
# Either
install.packages('LMPdata') # once available on CRAN
# or
remotes::install_github('alekrutkowski/LMPdata')
The package provides an easy access to the “Labour Market Policy” statistics database managed by the European Commission (Directorate-General for Employment, Social Affairs & Inclusion). The data can be accessed also via https://webgate.ec.europa.eu/empl/redisstat/databrowser/explore/all/lmp?lang=en&display=card&sort=category.
The package offers only two functions:
importDataimportLabelsUsage examples:
library(LMPdata)
d <- importData(lmp_dataset_code = 'lmp_expsumm',
filters = list(geo=c('AT','BE','CZ'), unit='MIO_EUR',
lmp_type='TOT1_9', exptype=c('XIND','XEMP')))
str(d)
## Classes 'data.table' and 'data.frame': 134 obs. of 7 variables:
## $ geo : chr "AT" "AT" "AT" "AT" ...
## $ unit : chr "MIO_EUR" "MIO_EUR" "MIO_EUR" "MIO_EUR" ...
## $ lmp_type : chr "TOT1_9" "TOT1_9" "TOT1_9" "TOT1_9" ...
## $ exptype : chr "XEMP" "XEMP" "XEMP" "XEMP" ...
## $ time_period: int 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 ...
## $ value_ : num 334 361 363 464 601 ...
## $ flags_ : chr "" "" "" "" ...
## - attr(*, ".internal.selfref")=<externalptr>
g <- importLabels(dimension_code = "geo") l <- importLabels(dimension_code = "exptype") str(g)
## Classes 'data.table' and 'data.frame': 3707 obs. of 2 variables:
## $ geo : chr "EUR" "EU" "EU_V" "EU28" ...
## $ geo__label: chr "Europe" "European Union (EU6-1972, EU9-1980, EU10-1985, EU12-1994, EU15-2004, EU25-2006, EU27-2013, EU28)" "European Union (aggregate changing according to the context)" "European Union (28 countries)" ...
## - attr(*, ".internal.selfref")=<externalptr>
## Classes 'data.table' and 'data.frame': 15 obs. of 2 variables:
## $ exptype : chr "XTOT" "XIND" "XINDPER" "XINDLUMP" ...
## $ exptype__label: chr "Total" "Transfers to individuals" "Transfers to individuals - periodic cash payments" "Transfers to individuals - lump-sum payments" ...
## - attr(*, ".internal.selfref")=<externalptr>
The following datasets are available:
lmp_dataset_code Description LMP_EXPSUMM LMP expenditure by type of action – summary tables LMP_EXPME Detailed expenditure by LMP intervention LMP_PARTSUMM LMP participants by type of action – summary tables LMP_PARTME Detailed data on participants by LMP intervention LMP_IND_ACTSUP Activation-Support – LMP participants per 100 persons wanting to work LMP_IND_ACTRU Activation of registered unemployed LMP_IND_ACTIME Timely activation – share of LMP entrants not previously long-term unemployed LMP_IND_EXP LMP expenditure in convenient units (% of GDP or purchasing power standard per person wanting to work) LMP_RJRU Persons registered with Public Employment ServicesThe following dimensions are available:
dimension_code Description AGE Age class EXPTYPE Type of expenditure GEO Geopolitical entity (reporting) i.e. a country LMP_TYPE Labour market policy interventions by type of action flags_ Flags for each statistical observation REGIS_ES Registration with employment services SEX Sex / gender STK_FLOW Stock or flow UNIT Unit of measureRetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4