Download data from the European Social Survey directly from their website < http://www.europeansocialsurvey.org/>. There are two families of functions that allow you to download and interactively check all countries and rounds available.
The European Social Survey (ESS) is an academically driven cross-national survey that has been conducted across Europe since its establishment in 2001. Every two years, face-to-face interviews are conducted with newly selected, cross-sectional samples. The survey measures the attitudes, beliefs and behaviour patterns of diverse populations in more than thirty nations. Taken from the ESS website.
essurvey package was originally called
essurvey 1.0.0 all
ess_* functions have been deprecated in favour of
download_* functions. Also, versions less than and
essurvey 1.0.1 returned wrong countries. Please install the
latest CRAN/Github version.
essurvey package is designed to download the ESS data as easily as
possible. It has a few helper functions to download rounds (a term
synonym to waves to denote the same survey in different time points),
rounds for a selected country and to show which rounds/countries are
available. Check out the vignette and other documentation in the
package’s website for more
detailed examples of the
You can install and load the development version with these commands:
# install.packages("devtools") in case you don't have itdevtools::install_github("ropensci/essurvey")
or the stable version with:
First, you need to register at the ESS website, in case you haven’t. Please visit the register section from the ESS website. If your email is not registered at their website, an error will be raised prompting you to go register.
Set your valid email as en environment variable.
To explore which rounds/countries are present in the ESS use the
show_*() family of functions.
library(essurvey)show_countries()#>  "Albania" "Austria" "Belgium"#>  "Bulgaria" "Croatia" "Cyprus"#>  "Czech Republic" "Denmark" "Estonia"#>  "Finland" "France" "Germany"#>  "Greece" "Hungary" "Iceland"#>  "Ireland" "Israel" "Italy"#>  "Kosovo" "Latvia" "Lithuania"#>  "Luxembourg" "Netherlands" "Norway"#>  "Poland" "Portugal" "Romania"#>  "Russian Federation" "Serbia" "Slovakia"#>  "Slovenia" "Spain" "Sweden"#>  "Switzerland" "Turkey" "Ukraine"#>  "United Kingdom"
To download the first round to use in R:
one_round <- import_rounds(1)
This will return a data frame containing the first round. Typically, the
European Social Survey data files comes with a script that recodes
missing values to
NA for different programs (Stata, SPSS, SAS).
recode_missings to recode all values automatically.
library(tidyverse)one_round <-import_rounds(1) %>%recode_missings()
See the package vignette for greater detail or see the help page with
?recode_missings. You can also download several rounds by supplying
the number of rounds.
five_rounds <- import_rounds(1:5)
This will download all latest versions of rounds 1 through 5 and return a list of length 5 with each round as a data frame inside the list.
You can check the available rounds with
show_rounds() because if you
supply a non existent round, the function will return an error.
two_rounds <- import_rounds(c(1, 22))#> Error in ess_round_url(rounds) :#> ESS round 22 is not a available. Check show_rounds()
Alternatively, you can download all available rounds with
You can also download rounds by country:
dk_two <- import_country("Denmark", 1:2)
show_countries() to see available countries and
show_country_rounds("Denmark") to see available rounds for chosen
country. Alternatively, use
import_all_cntrounds() to download all
available rounds of a country.
You should be be aware that data from the ESS survey should by analyzed by taking into consideration the sampling and weights of the survey. A useful example comes from the work of Anthony Damico and Daniel Oberski here.
I’m quite aware that most ESS users don’t know R, that is why the
package also allows to download the data in Stata, SPSS or SAS format
with just one line of code. Instead of the
import_* functions, use the
download_rounds(c(1, 2),output_dir = "my/new/directory",format = 'spss')
This will save the ESS rounds into separate folders and unzip them in
the specified directory (if you want to know your current directory,
getwd()). This works the same way for
aware that if you download the files manually you should read them into
R with the
haven package for all
essurvey related functions to work.
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
show_country_rounds checks if there are missing values and excludes them.
import_country returned incorrect countries [#31]
ess_email is now checked that it is not
"" because it wasn't raising an error before.
round argument from
import_all_cntrounds because it was a mistake. It already grabs the rounds internally.
ess package has been renamed to
essurvey for a name conflict with Emacs Speaks Statistics (ESS). See R-pkg mailing list, the post related to the release of ess-0-0-1.
ess_all_rounds are deprecated and will be removed in the next release. Use
import_rounds instead [#22]
ess_all_cntrounds are deprecated and will be removed in the next release. Use
import_countries instead [#22]
your_email argument name of
ess_* functions has be changed to
download_rounds have been introduced as
ess_all_rounds. Same changes were repeated for
set_email to set your email as environmental variable rather than write it in each call [#23]
All requests to the ESS website are now done through HTTPS rather than HTTP [#24]
Add package level documentation [#20]
ess_email had no default value but now has
NULL as default [#23]
format argument is now checked through
match.arg rathern than manual check [#25]
remove_missings() together with remove_numeric_missings() and remove_character_missings() now allow you to recode the typical categories 'Not applicable', 'Don't know', etc.. into NA's. See the vignette example for more details. [#1]
Can download files in 'stata', 'spss' and 'sas' formats for all functions (both for downloading to user's directory and for reading data). [#11]
show_themes() and show_theme_rounds() now available to see which themes have been included in which rounds. [#7]
show_rounds_country() is now available to see which countries participated in which rounds [#14]
ouput_dir argument is now set to
getwd() rather than
NULL as default. [#16]
When parsing country rounds from the ESS table from the website, shaded dots were being interpreted as valid rounds when in fact they're not. show_* funs new exclude shaded dots until they've been added as valid rounds
ess_* function can not connect to the ESS website they will return an explicit R error. [#12]
ess_all_rounds were returning the directory of each of the files. Now they only return the single directory where the files where saved as a message