From c9b052c9a3597a191c1dffd1671b2553ffd963b7 Mon Sep 17 00:00:00 2001 From: MICHAL OVADEK Date: Fri, 28 Jan 2022 15:52:24 +0100 Subject: [PATCH] pkgdown update --- docs/articles/eurlexpkg.html | 620 +++++++++--------- .../figure-html/firstplot-1.png | Bin 12198 -> 17825 bytes .../figure-html/unnamed-chunk-9-1.png | Bin 56052 -> 77571 bytes .../figure-html/wordcloud-1.png | Bin 30671 -> 72092 bytes docs/pkgdown.yml | 4 +- docs/reference/elx_council_votes.html | 197 +++--- docs/reference/elx_curia_list.html | 255 ++++--- docs/reference/elx_download_xml.html | 255 ++++--- docs/reference/elx_fetch_data.html | 243 ++++--- docs/reference/elx_label_eurovoc.html | 231 ++++--- docs/reference/elx_make_query.html | 357 +++++----- docs/sitemap.xml | 54 ++ 12 files changed, 1142 insertions(+), 1074 deletions(-) create mode 100644 docs/sitemap.xml diff --git a/docs/articles/eurlexpkg.html b/docs/articles/eurlexpkg.html index 97ce20e..092c79d 100644 --- a/docs/articles/eurlexpkg.html +++ b/docs/articles/eurlexpkg.html @@ -18,106 +18,105 @@ - - - -
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eurlex: Retrieve data on European Union law in R

- - - - - -
- - - -

This vignette shows how to use the eurlex R package to retrieve data on European Union law.

-
-

-Introduction

-

Dozens of political scientists and legal scholars use data on European Union laws in their research. The provenance of these data is rarely discussed. More often than not, researchers resort to the quick and dirty technique of scraping entire html pages from eur-lex.europa.eu. This is not the optimal, nor preferred (from the perspective of the server host) approach of retrieving data, however, especially as the Publication Office of the European Union, the public body behind Eur-Lex, operates several dedicated APIs for automated retrieval of its data.

-

The allure of web scraping is completely understandable. Not only is it easier to download data that can be readily seen in a user-friendly manner through a browser, using the dedicated APIs requires technical knowledge of semantic web and Client URL technologies, which is not necessarily widespread among researchers. And why go through the pain of learning how to compile SPARQL queries when it is much easier to simply download the web page?

-

The eurlex R package attempts to significantly reduce the overhead associated with using the SPARQL and REST APIs made available by the EU Publication Office. Although at present it does not offer access to the same array of information as comprehensive web scraping might, the package provides simpler, more efficient and transparent access to data on European Union law. This vignette gives a quick guide to the package and an even quicker introduction to the Eur-Lex dataverse.

-
-
-

-The eurlex package

-

The eurlex package currently envisions the typical use-case to consist of getting bulk information about EU legislation into R as fast as possible. The package contains three core functions to achieve that objective: elx_make_query() to create pre-defined or customized SPARQL queries; elx_run_query() to execute the pre-made or any other manually input query; and elx_fetch_data() to fire GET requests for certain metadata to the REST API.

-

The package also contains largely self-explanatory functions for retrieving data on EU court cases (elx_curia_list()) and Council votes (elx_council_votes()) from outside Eur-Lex.

-
-

-elx_make_query(): Generate SPARQL queries

-

The function elx_make_query takes as its first argument the type of resource to be retrieved from the semantic database that powers Eur-Lex (and other publications) called Cellar.

-
library(eurlex)
-library(dplyr) # my preference, not needed for the package
-
-query_dir <- elx_make_query(resource_type = "directive")
-

Currently, it is possible to choose from among a host of resource types, including directives, regulations and even case law (see function description for the full list). It is also possible to manually specify a resource type from the eligible list.1

-

The choice of resource type is then reflected in the SPARQL query generated by the function:

-
query_dir %>%
-  cat() # for nicer printing
+

+
The eurlex package
+

+
The eurlex package currently envisions the typical use-case to consist of getting bulk information about EU legislation into R as fast as possible. The package contains three core functions to achieve that objective: elx_make_query() to create pre-defined or customized SPARQL queries; elx_run_query() to execute the pre-made or any other manually input query; and elx_fetch_data() to fire GET requests for certain metadata to the REST API.

+
The package also contains largely self-explanatory functions for retrieving data on EU court cases (elx_curia_list()) and Council votes (elx_council_votes()) from outside Eur-Lex.

+

+

+elx_make_query(): Generate SPARQL queries
+

+
The function elx_make_query takes as its first argument the type of resource to be retrieved from the semantic database that powers Eur-Lex (and other publications) called Cellar.

+
+library(eurlex)
+library(dplyr) # my preference, not needed for the package
+
+query_dir <- elx_make_query(resource_type = "directive")

+
Currently, it is possible to choose from among a host of resource types, including directives, regulations and even case law (see function description for the full list). It is also possible to manually specify a resource type from the eligible list.1

+
The choice of resource type is then reflected in the SPARQL query generated by the function:

+
+query_dir %>% 
+  cat() # for nicer printing
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
 #>   PREFIX annot: <http://publications.europa.eu/ontology/annotation#>
 #>   PREFIX skos:<http://www.w3.org/2004/02/skos/core#>
@@ -130,8 +129,8 @@ 

 #>   ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_DEL>) 
 #>  FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }
 
-elx_make_query(resource_type = "caselaw") %>%
-  cat()
+elx_make_query(resource_type = "caselaw") %>% 
+  cat()
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
 #>   PREFIX annot: <http://publications.europa.eu/ontology/annotation#>
 #>   PREFIX skos:<http://www.w3.org/2004/02/skos/core#>
@@ -150,8 +149,8 @@ 

 #>   ?type=<http://publications.europa.eu/resource/authority/resource-type/VIEW_AG>||
 #>   ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_AG>) OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }
 
-elx_make_query(resource_type = "manual", manual_type = "SWD") %>%
-  cat()
+elx_make_query(resource_type = "manual", manual_type = "SWD") %>% 
+  cat()
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
 #>   PREFIX annot: <http://publications.europa.eu/ontology/annotation#>
 #>   PREFIX skos:<http://www.w3.org/2004/02/skos/core#>
@@ -160,12 +159,13 @@ 

 #>   PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>
 #>   PREFIX owl:<http://www.w3.org/2002/07/owl#>
 #>   select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type.FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/SWD>) 
-#>  FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }

-
There are various ways of querying the same information in the Cellar database due to the existence of several overlapping classes and identifiers describing the same resources. The queries generated by the function should offer a reliable way of obtaining exhaustive results, as they have been validated by the helpdesk of the Publication Office. At the same time, it is always possible there will be issues either on the query or the database side; please report any you encounter through Github.

-
The other arguments in elx_make_query() relate to additional metadata to be returned. The results include by default the CELEX number and exclude corrigenda (corrections of errors in legislation). Other data needs to be opted into. Make sure to select ones that are logically compatible (e.g. case law does not have a legal basis). More options should be added in the future.

-
Note that availability of data for each variable might have an impact on the results. The data frame returned by the query might be shrunken to the size of the variable with most missing data. It is recommended to always compare results from a desired query to a minimal query requesting only celex ids.

-
elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE) %>%
-  cat()
+#>  FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }

+
There are various ways of querying the same information in the Cellar database due to the existence of several overlapping classes and identifiers describing the same resources. The queries generated by the function should offer a reliable way of obtaining exhaustive results, as they have been validated by the helpdesk of the Publication Office. At the same time, it is always possible there will be issues either on the query or the database side; please report any you encounter through Github.

+
The other arguments in elx_make_query() relate to additional metadata to be returned. The results include by default the CELEX number and exclude corrigenda (corrections of errors in legislation). Other data needs to be opted into. Make sure to select ones that are logically compatible (e.g. case law does not have a legal basis). More options should be added in the future.

+
Note that availability of data for each variable might have an impact on the results. The data frame returned by the query might be shrunken to the size of the variable with most missing data. It is recommended to always compare results from a desired query to a minimal query requesting only celex ids.

+
+elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE) %>% 
+  cat()
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
 #>   PREFIX annot: <http://publications.europa.eu/ontology/annotation#>
 #>   PREFIX skos:<http://www.w3.org/2004/02/skos/core#>
@@ -180,8 +180,8 @@ 

 
 # minimal query: elx_make_query(resource_type = "directive")
 
-elx_make_query(resource_type = "recommendation", include_date = TRUE, include_lbs = TRUE) %>%
-  cat()
+elx_make_query(resource_type = "recommendation", include_date = TRUE, include_lbs = TRUE) %>% 
+  cat()
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
 #>   PREFIX annot: <http://publications.europa.eu/ontology/annotation#>
 #>   PREFIX skos:<http://www.w3.org/2004/02/skos/core#>
@@ -204,15 +204,16 @@ 

 #>     ?bn owl:annotatedTarget ?lbs.
 #>     ?bn annot:comment_on_legal_basis ?lbsuffix}} }
 
-# minimal query: elx_make_query(resource_type = "recommendation")

-
You can also decide to not specify any resource types, in which case all types of documents will be returned. As there are over a million documents with a CELEX identifier, this is likely not efficient for a majority of users. But since version 0.3.5 it is possible to request documents belonging to a particular “sector” or directory code.

-
# request documents from directory 18 ("Common Foreign and Security Policy")
+# minimal query: elx_make_query(resource_type = "recommendation")

+
You can also decide to not specify any resource types, in which case all types of documents will be returned. As there are over a million documents with a CELEX identifier, this is likely not efficient for a majority of users. But since version 0.3.5 it is possible to request documents belonging to a particular “sector” or directory code.

+
+# request documents from directory 18 ("Common Foreign and Security Policy")
 # and sector 3 ("Legal acts")
 
-elx_make_query(resource_type = "any",
-               directory = "18",
-               sector = 3) %>%
-  cat()
+elx_make_query(resource_type = "any",
+               directory = "18",
+               sector = 3) %>% 
+  cat()
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
 #>   PREFIX annot: <http://publications.europa.eu/ontology/annotation#>
 #>   PREFIX skos:<http://www.w3.org/2004/02/skos/core#>
@@ -235,227 +236,246 @@ 

 #>     ?work cdm:resource_legal_id_sector ?sector.
 #>     FILTER(str(?sector)='3')
 #>      
-#>  FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }

-
Now that we have a query, we are ready to run it.

-

-

-

-elx_run_query(): Execute SPARQL queries

-
elx_run_query() sends SPARQL queries to a pre-specified endpoint. The function takes the query string as the main argument, which means you can manually pass it any working SPARQL query (relevant to official EU publications).

-
results <- elx_run_query(query = query_dir)
+#>  FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }

+
Now that we have a query, we are ready to run it.

+

+

+

+elx_run_query(): Execute SPARQL queries
+

+
elx_run_query() sends SPARQL queries to a pre-specified endpoint. The function takes the query string as the main argument, which means you can manually pass it any working SPARQL query (relevant to official EU publications).

+
+results <- elx_run_query(query = query_dir)
 
 # the functions are compatible with piping
 # 
 # elx_make_query("directive") %>% 
-#   elx_run_query()

-
as_tibble(results)
-#> # A tibble: 4,335 x 3
+#   elx_run_query()

+
+as_tibble(results)
+#> # A tibble: 4,367 x 3
 #>   work                                   type                            celex  
-#>   <chr>                                  <chr>                           <chr>  
-#> 1 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31979L~
-#> 2 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31989L~
-#> 3 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31984L~
-#> 4 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31966L~
-#> # ... with 4,331 more rows

-
The function outputs a data.frame where each column corresponds to one of the requested variables, while the rows accumulate observations of the resource type satisfying the query criteria. Obviously, the more data is to be returned, the longer the execution time, varying from a few seconds to several minutes, depending also on your connection.

-
The first column always contains the unique URI of a “work” (legislative act or court judgment) which identifies each resource in Cellar. Several human-readable identifiers are normally associated with each “work” but the most useful one is CELEX, retrieved by default.2

-
One column you should always pay attention to is type (as in resource_type). The URIs contained there reflect the FILTER argument in the SPARQL query, which is manually pre-specified. All resources are indexed as being of one type or another. For example, when retrieving directives, the results are going to return also delegated directives, which might not be desirable, depending on your needs. You can filter results by type to make the necessary adjustments. The queries are expansive by default in the spirit of erring on the side of over-inclusiveness rather than vice versa.

-
head(results$type,5)
+#>   <chr>                                  <chr>                           <chr>  
+#> 1 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31979L~
+#> 2 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31989L~
+#> 3 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31984L~
+#> 4 http://publications.europa.eu/resourc~ http://publications.europa.eu/~ 31966L~
+#> # ... with 4,363 more rows

+
The function outputs a data.frame where each column corresponds to one of the requested variables, while the rows accumulate observations of the resource type satisfying the query criteria. Obviously, the more data is to be returned, the longer the execution time, varying from a few seconds to several minutes, depending also on your connection.

+
The first column always contains the unique URI of a “work” (legislative act or court judgment) which identifies each resource in Cellar. Several human-readable identifiers are normally associated with each “work” but the most useful one is CELEX, retrieved by default.2

+
One column you should always pay attention to is type (as in resource_type). The URIs contained there reflect the FILTER argument in the SPARQL query, which is manually pre-specified. All resources are indexed as being of one type or another. For example, when retrieving directives, the results are going to return also delegated directives, which might not be desirable, depending on your needs. You can filter results by type to make the necessary adjustments. The queries are expansive by default in the spirit of erring on the side of over-inclusiveness rather than vice versa.

+
+head(results$type,5)
 #> [1] "http://publications.europa.eu/resource/authority/resource-type/DIR"
 #> [2] "http://publications.europa.eu/resource/authority/resource-type/DIR"
 #> [3] "http://publications.europa.eu/resource/authority/resource-type/DIR"
 #> [4] "http://publications.europa.eu/resource/authority/resource-type/DIR"
 #> [5] "http://publications.europa.eu/resource/authority/resource-type/DIR"
 
-results %>%
-  distinct(type)
-#> # A tibble: 3 x 1
+results %>% 
+  distinct(type)
+#> # A tibble: 3 x 1
 #>   type                                                                   
-#>   <chr>                                                                  
-#> 1 http://publications.europa.eu/resource/authority/resource-type/DIR     
-#> 2 http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL
-#> 3 http://publications.europa.eu/resource/authority/resource-type/DIR_DEL

-
The data is returned in the long format, which means that rows are recycled up to the length of the variable with the most data points. For example, if 20 directives are returned, each with two legal bases, the resulting data.frame will have 40 rows. Some variables, such as dates, contain unexpectedly several entries for some documents. You should always check the number of unique identifiers in the results instead of assuming that each row is a unique observation.

-

-

-EuroVoc descriptors

-
EuroVoc is a multilingual thesaurus, keywords from which are used to describe the content of European Union documents. Most resource types that can be retrieved with the pre-defined queries in this package can be accompanied by EuroVoc keywords and these can be retrieved as other variables.

-
-rec_eurovoc <- elx_make_query("recommendation", include_eurovoc = TRUE, limit = 10) %>%
-  elx_run_query() # truncated results for sake of the example
-
-rec_eurovoc %>%
-  select(celex, eurovoc)
-#> # A tibble: 10 x 2
+#>   <chr>                                                                  
+#> 1 http://publications.europa.eu/resource/authority/resource-type/DIR     
+#> 2 http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL
+#> 3 http://publications.europa.eu/resource/authority/resource-type/DIR_DEL

+
The data is returned in the long format, which means that rows are recycled up to the length of the variable with the most data points. For example, if 20 directives are returned, each with two legal bases, the resulting data.frame will have 40 rows. Some variables, such as dates, contain unexpectedly several entries for some documents. You should always check the number of unique identifiers in the results instead of assuming that each row is a unique observation.

+

+
EuroVoc descriptors
+

+
EuroVoc is a multilingual thesaurus, keywords from which are used to describe the content of European Union documents. Most resource types that can be retrieved with the pre-defined queries in this package can be accompanied by EuroVoc keywords and these can be retrieved as other variables.

+
+
+rec_eurovoc <- elx_make_query("recommendation", include_eurovoc = TRUE, limit = 10) %>% 
+  elx_run_query() # truncated results for sake of the example
+
+rec_eurovoc %>% 
+  select(celex, eurovoc)
+#> # A tibble: 10 x 2
 #>   celex      eurovoc                      
-#>   <chr>      <chr>                        
-#> 1 32012H0090 http://eurovoc.europa.eu/1425
-#> 2 31962H0816 http://eurovoc.europa.eu/1004
-#> 3 31974H0435 http://eurovoc.europa.eu/1085
-#> 4 31996H0592 http://eurovoc.europa.eu/1076
-#> # ... with 6 more rows

-
By default, the endpoint returns the EuroVoc concept codes rather than the labels (keywords). The function elx_label_eurovoc() needs to be called to obtain a look-up table with the labels.

-
eurovoc_lookup <- elx_label_eurovoc(uri_eurovoc = rec_eurovoc$eurovoc)
-
-print(eurovoc_lookup)
-#> # A tibble: 9 x 2
+#>   <chr>      <chr>                        
+#> 1 32012H0090 http://eurovoc.europa.eu/1425
+#> 2 31962H0816 http://eurovoc.europa.eu/1004
+#> 3 31974H0435 http://eurovoc.europa.eu/1085
+#> 4 31996H0592 http://eurovoc.europa.eu/1076
+#> # ... with 6 more rows

+
By default, the endpoint returns the EuroVoc concept codes rather than the labels (keywords). The function elx_label_eurovoc() needs to be called to obtain a look-up table with the labels.

+
+eurovoc_lookup <- elx_label_eurovoc(uri_eurovoc = rec_eurovoc$eurovoc)
+
+print(eurovoc_lookup)
+#> # A tibble: 9 x 2
 #>   eurovoc                       labels         
-#>   <chr>                         <chr>          
-#> 1 http://eurovoc.europa.eu/1085 France         
-#> 2 http://eurovoc.europa.eu/1442 food inspection
-#> 3 http://eurovoc.europa.eu/1076 form           
-#> 4 http://eurovoc.europa.eu/1318 Germany        
-#> # ... with 5 more rows

-
The results include labels only for unique identifiers, but with dplyr::left_join() it is straightforward to append the labels to the entire dataset.

-
rec_eurovoc %>%
-  left_join(eurovoc_lookup)
+#>   <chr>                         <chr>          
+#> 1 http://eurovoc.europa.eu/1085 France         
+#> 2 http://eurovoc.europa.eu/1442 food inspection
+#> 3 http://eurovoc.europa.eu/1076 form           
+#> 4 http://eurovoc.europa.eu/1318 Germany        
+#> # ... with 5 more rows

+
The results include labels only for unique identifiers, but with dplyr::left_join() it is straightforward to append the labels to the entire dataset.

+
+rec_eurovoc %>% 
+  left_join(eurovoc_lookup)
 #> Joining, by = "eurovoc"
-#> # A tibble: 10 x 5
+#> # A tibble: 10 x 5
 #>   work                      type                   celex  eurovoc      labels   
-#>   <chr>                     <chr>                  <chr>  <chr>        <chr>    
-#> 1 http://publications.euro~ http://publications.e~ 32012~ http://euro~ consumer~
-#> 2 http://publications.euro~ http://publications.e~ 31962~ http://euro~ welfare  
-#> 3 http://publications.euro~ http://publications.e~ 31974~ http://euro~ France   
-#> 4 http://publications.euro~ http://publications.e~ 31996~ http://euro~ form     
-#> # ... with 6 more rows

-
As elsewhere in the API, we can tap into the multilingual nature of EU documents also when it comes to the EuroVoc keywords. Moreover, most concepts in the thesaurus are associated with alternative labels; these can be returned as well (separated by a comma).

-
eurovoc_lookup <- elx_label_eurovoc(uri_eurovoc = rec_eurovoc$eurovoc,
-                                    alt_labels = TRUE,
-                                    language = "sk")
-
-rec_eurovoc %>%
-  left_join(eurovoc_lookup) %>%
-  select(celex, eurovoc, labels)
+#>   <chr>                     <chr>                  <chr>  <chr>        <chr>    
+#> 1 http://publications.euro~ http://publications.e~ 32012~ http://euro~ consumer~
+#> 2 http://publications.euro~ http://publications.e~ 31962~ http://euro~ welfare  
+#> 3 http://publications.euro~ http://publications.e~ 31974~ http://euro~ France   
+#> 4 http://publications.euro~ http://publications.e~ 31996~ http://euro~ form     
+#> # ... with 6 more rows

+
As elsewhere in the API, we can tap into the multilingual nature of EU documents also when it comes to the EuroVoc keywords. Moreover, most concepts in the thesaurus are associated with alternative labels; these can be returned as well (separated by a comma).

+
+eurovoc_lookup <- elx_label_eurovoc(uri_eurovoc = rec_eurovoc$eurovoc,
+                                    alt_labels = TRUE,
+                                    language = "sk")
+
+rec_eurovoc %>% 
+  left_join(eurovoc_lookup) %>% 
+  select(celex, eurovoc, labels)
 #> Joining, by = "eurovoc"
-#> # A tibble: 10 x 3
-#>   celex    eurovoc              labels                                          
-#>   <chr>    <chr>                <chr>                                           
-#> 1 32012H0~ http://eurovoc.euro~ informácie pre spotrebitela,vzdelávanie spotreb~
-#> 2 31962H0~ http://eurovoc.euro~ blahobyt                                        
-#> 3 31974H0~ http://eurovoc.euro~ Francúzska republika,Francúzsko                 
-#> 4 31996H0~ http://eurovoc.euro~ formulár                                        
-#> # ... with 6 more rows

-

-

-

-

-elx_fetch_data(): Fire GET requests

-
A core contribution of the SPARQL requests is that we obtain a comprehensive list of identifiers that we can subsequently use to obtain more data relating to the document in question. While the results of the SPARQL queries are useful also for webscraping (with the rvest package), the function elx_fetch_data() enables us to fire GET requests to retrieve data on documents with known identifiers (including Cellar URI).

-
One of the most sought-after data in the Eur-Lex dataverse is the text. It is possible now to automate the pipeline for downloading html and plain texts from Eur-Lex. Similarly, you can retrieve the title of the document. For both you can specify also the desired language (English by default). Other metadata might be added in the future.

-
# the function is not vectorized by default
-elx_fetch_data(results$work[1],"title")
+#> # A tibble: 10 x 3
+#>   celex      eurovoc                       labels                               
+#>   <chr>      <chr>                         <chr>                                
+#> 1 32012H0090 http://eurovoc.europa.eu/1425 informácie pre spotrebitela,vzdeláva~a~
+#> 2 31962H0816 http://eurovoc.europa.eu/1004 blahobyt                             
+#> 3 31974H0435 http://eurovoc.europa.eu/1085 Francúzska republika,Francúzsko        
+#> 4 31996H0592 http://eurovoc.europa.eu/1076 formulár                              
+#> # ... with 6 more rows

+

+

+

+

+elx_fetch_data(): Fire GET requests
+

+
A core contribution of the SPARQL requests is that we obtain a comprehensive list of identifiers that we can subsequently use to obtain more data relating to the document in question. While the results of the SPARQL queries are useful also for webscraping (with the rvest package), the function elx_fetch_data() enables us to fire GET requests to retrieve data on documents with known identifiers (including Cellar URI).

+
One of the most sought-after data in the Eur-Lex dataverse is the text. It is possible now to automate the pipeline for downloading html and plain texts from Eur-Lex. Similarly, you can retrieve the title of the document. For both you can specify also the desired language (English by default). Other metadata might be added in the future.

+
+# the function is not vectorized by default
+elx_fetch_data(url = results$work[1], type = "title")
 #> [1] "Council Directive 79/173/EEC of 6 February 1979 on the programme for the acceleration and guidance of collective irrigation works in Corsica"
 
 # we can use purrr::map() to play that role
-library(purrr)
+library(purrr)
 
-dir_titles <- results[1:10,] %>% # take the first 10 directives only to save time
-  mutate(title = map_chr(work,elx_fetch_data, "title")) %>%
-  as_tibble() %>%
-  select(celex, title)
+dir_titles <- results[1:10,] %>% # take the first 10 directives only to save time
+  mutate(title = map_chr(work, elx_fetch_data, "title")) %>% 
+  as_tibble() %>% 
+  select(celex, title)
 
-print(dir_titles)
-#> # A tibble: 10 x 2
+print(dir_titles)
+#> # A tibble: 10 x 2
 #>   celex      title                                                              
-#>   <chr>      <chr>                                                              
-#> 1 31979L0173 Council Directive 79/173/EEC of 6 February 1979 on the programme f~
-#> 2 31989L0194 Council Directive 89/194/EEC of 13 March 1989 amending Directive 6~
-#> 3 31984L0378 Council Directive 84/378/EEC of 28 June 1984 amending the Annexes ~
-#> 4 31966L0683 Commission Directive 66/683/EEC of 7 November 1966 eliminating all~
-#> # ... with 6 more rows

-
Note that text requests are by far the most time-intensive; requesting the full text for thousands of documents is liable to extend the run-time into hours. Texts are retrieved from html by priority, but methods for pdfs and .docs are also implemented.3 The function even handles multi-document resources (by pasting them together).

-

-

-

-

-Application

-
In this section I showcase a simple application of eurlex on making overviews of EU legislation. First, we collate data on directives.

-
dirs <- elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE) %>%
-  elx_run_query() %>%
-  rename(date = `callret-3`)

-
Let’s calculate the proportion of directives currently in force in the entire set of directives ever adopted. This variable offers a particularly good demonstration of the usefulness of the package to retrieve EU law data, because it changes every day, as new acts enter into force and old ones drop out. Regularly scraping webpages for this purpose and scale is simply impractical and disproportional.

-
library(ggplot2)
-
-dirs %>%
-  count(force) %>%
-  ggplot(aes(x = force, y = n)) +
-  geom_col()

-

-
Directives become naturally outdated with time. It might be all the more interesting to see which older acts are thus still surviving.

-
dirs %>%
-  filter(!is.na(force)) %>%
-  mutate(date = as.Date(date)) %>%
-  ggplot(aes(x = date, y = celex)) +
-  geom_point(aes(color = force), alpha = 0.1) +
-  theme(axis.text.y = element_blank(),
-        axis.line.y = element_blank(),
-        axis.ticks.y = element_blank())

-

-
We want to know a bit more about the directives from 1970s that are still in force today. Their titles could give us a clue.

-
dirs_1970_title <- dirs %>%
-  filter(between(as.Date(date), as.Date("1970-01-01"), as.Date("1980-01-01")),
-         force == "true") %>%
-  mutate(title = map_chr(work,elx_fetch_data,"title")) %>%
-  as_tibble()
-
-print(dirs_1970_title)
-#> # A tibble: 67 x 6
+#>   <chr>      <chr>                                                              
+#> 1 31979L0173 Council Directive 79/173/EEC of 6 February 1979 on the programme f~
+#> 2 31989L0194 Council Directive 89/194/EEC of 13 March 1989 amending Directive 6~
+#> 3 31984L0378 Council Directive 84/378/EEC of 28 June 1984 amending the Annexes ~
+#> 4 31966L0683 Commission Directive 66/683/EEC of 7 November 1966 eliminating all~
+#> # ... with 6 more rows

+
Note that text requests are by far the most time-intensive; requesting the full text for thousands of documents is liable to extend the run-time into hours. Texts are retrieved from html by priority, but methods for pdfs and .docs are also implemented.3 The function even handles multi-document resources (by pasting them together).

+

+
+
+

Application +

+

In this section I showcase a simple application of eurlex on making overviews of EU legislation. First, we collate data on directives.

+
+dirs <- elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE) %>% 
+  elx_run_query() %>% 
+  rename(date = `callret-3`)
+

Let’s calculate the proportion of directives currently in force in the entire set of directives ever adopted. This variable offers a particularly good demonstration of the usefulness of the package to retrieve EU law data, because it changes every day, as new acts enter into force and old ones drop out. Regularly scraping webpages for this purpose and scale is simply impractical and disproportional.

+
+library(ggplot2)
+
+dirs %>% 
+  count(force) %>% 
+  ggplot(aes(x = force, y = n)) +
+  geom_col()
+

+

Directives become naturally outdated with time. It might be all the more interesting to see which older acts are thus still surviving.

+
+dirs %>% 
+  filter(!is.na(force)) %>% 
+  mutate(date = as.Date(date)) %>% 
+  ggplot(aes(x = date, y = celex)) +
+  geom_point(aes(color = force), alpha = 0.1) +
+  theme(axis.text.y = element_blank(),
+        axis.line.y = element_blank(),
+        axis.ticks.y = element_blank())
+

+

We want to know a bit more about the directives from 1970s that are still in force today. Their titles could give us a clue.

+
+dirs_1970_title <- dirs %>% 
+  filter(between(as.Date(date), as.Date("1970-01-01"), as.Date("1980-01-01")),
+         force == "true") %>% 
+  mutate(title = map_chr(work,elx_fetch_data,"title")) %>% 
+  as_tibble()
+
+print(dirs_1970_title)
+#> # A tibble: 62 x 6
 #>   work                 type               celex  date  force title              
-#>   <chr>                <chr>              <chr>  <chr> <chr> <chr>              
-#> 1 http://publications~ http://publicatio~ 31975~ 1975~ true  Council Directive ~
-#> 2 http://publications~ http://publicatio~ 31977~ 1977~ true  First Commission D~
-#> 3 http://publications~ http://publicatio~ 31977~ 1977~ true  Council Directive ~
-#> 4 http://publications~ http://publicatio~ 31973~ 1973~ true  Council Directive ~
-#> # ... with 63 more rows
-

I will use the tidytext package to get a quick idea of what the legislation is about.

-
library(tidytext)
-library(wordcloud)
-
-dirs_1970_title %>%
-  select(celex,title) %>%
-  unnest_tokens(word, title) %>%
-  count(celex, word, sort = TRUE) %>%
-  filter(!grepl("\\d", word)) %>%
-  bind_tf_idf(word, celex, n) %>%
-  with(wordcloud(word, tf_idf, max.words = 40, scale = c(1.8,0.1)))
-

-

I use term-frequency inverse-document frequency (tf-idf) to weight the importance of the words in the wordcloud. If we used pure frequencies, the wordcloud would largely consist of words conveying little meaning (“the”, “and”, …).

-

This is an extremely basic application of the eurlex package. Much more sophisticated methods can be used to analyse both the content and metadata of European Union legislation. If the package is useful for your research, please consider citing the accompanying paper.4

-
-
+#> <chr> <chr> <chr> <chr> <chr> <chr> +#> 1 http://publications~ http://publicatio~ 31975~ 1975~ true Council Directive ~ +#> 2 http://publications~ http://publicatio~ 31977~ 1977~ true First Commission D~ +#> 3 http://publications~ http://publicatio~ 31977~ 1977~ true Council Directive ~ +#> 4 http://publications~ http://publicatio~ 31973~ 1973~ true Council Directive ~ +#> # ... with 58 more rows
+

I will use the tidytext package to get a quick idea of what the legislation is about.

+
+library(tidytext)
+library(wordcloud)
+
+dirs_1970_title %>% 
+  select(celex,title) %>% 
+  unnest_tokens(word, title) %>% 
+  count(celex, word, sort = TRUE) %>% 
+  filter(!grepl("\\d", word)) %>% 
+  bind_tf_idf(word, celex, n) %>% 
+  with(wordcloud(word, tf_idf, max.words = 40, scale = c(1.8,0.1)))
+

+

I use term-frequency inverse-document frequency (tf-idf) to weight the importance of the words in the wordcloud. If we used pure frequencies, the wordcloud would largely consist of words conveying little meaning (“the”, “and”, …).

+

This is an extremely basic application of the eurlex package. Much more sophisticated methods can be used to analyse both the content and metadata of European Union legislation. If the package is useful for your research, please cite the accompanying paper.4

+
+
    -

  1. Note, however, that not all resource types will work properly with the pre-specified query.↩

    2. -

  2. Occasionally, you may encounter legal acts without CELEX numbers, especially when digging through older legislation. It is good to report these to the Eur-Lex helpdesk.↩

    3. -

  3. It is worth pointing out that the html and pdf contents of older case law differs. Whereas typically the html file is only going to contain a summary and grounds of a judgment, the pdf should also contain background to the dispute.↩

    4. -

  4. Michal Ovádek (2021) Facilitating access to data on European Union laws, Political Research Exchange, 3:1, DOI: 10.1080/2474736X.2020.1870150↩

    5. +

  5. Note, however, that not all resource types will work properly with the pre-specified query.↩︎

    6. +

  6. Occasionally, you may encounter legal acts without CELEX numbers, especially when digging through older legislation. It is good to report these to the Eur-Lex helpdesk.↩︎

    7. +

  7. It is worth pointing out that the html and pdf contents of older case law differs. Whereas typically the html file is only going to contain a summary and grounds of a judgment, the pdf should also contain background to the dispute.↩︎

    8. +

  8. Michal Ovádek (2021) Facilitating access to data on European Union laws, Political Research Exchange, 3:1, DOI: 10.1080/2474736X.2020.1870150↩︎

-
-
- - +
+ + - -
- - - -
-

Developed by Michal Ovadek.

-
- -
-

Site built with pkgdown 1.5.1.

-
- +
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zsI0OW8>XwLZc*{*;fA=&%n)+PR^JbmlfV8?P-XU7)Wm_Azn?Z;P3X3< z7E+(ZkPar7MfVjyqTVzHQ7Or;*COz;aM;6_|Vs{+Sznul%Cpf07=qw0Sw zXf;TGdPiiL4fYFLlTboDkQ4Wjh{dO+RkU)JeHjmr5u9@NmKi4JNQVbfC_fUFL1lbQ zAL9X*0LePrf&-E-@@U)REk5MmUuktSJWG>Y@$uvVxtwG{J$Y+J()e%$uL=V$ZD1@PJ({R^NF?4Kp sNIby>!U%eZT;Koy>HpEzs3tKcf3+JKr8fpngT+%-)>5iauzdHw0712a&j0`b diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 4498f45..1c626a1 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -1,7 +1,7 @@ -pandoc: 2.17.0.1 +pandoc: 2.14.0.3 pkgdown: 2.0.2 pkgdown_sha: ~ articles: eurlexpkg: eurlexpkg.html -last_built: 2022-01-28T12:41Z +last_built: 2022-01-28T14:43Z diff --git a/docs/reference/elx_council_votes.html b/docs/reference/elx_council_votes.html index 8377cc2..031f855 100644 --- a/docs/reference/elx_council_votes.html +++ b/docs/reference/elx_council_votes.html @@ -1,99 +1,98 @@ - -Retrieve Council votes on EU acts — elx_council_votes • eurlex - - - - - - - - - - - + +Retrieve Council votes on EU acts — elx_council_votes • eurlex + + +
+
+ + + +
+
+
+

Retrieve Council votes on EU acts

+ + +
+ +
+

Executes a SPARQL query to the Council's endpoint.

+
+ +
+ 
elx_council_votes()
+
+ +
+

Value

+

A data frame with Council votes on EU acts.

+
+ +
+

Examples

+ 
# \donttest{
+votes <- elx_council_votes()
+# }
+
+
+
+ +
+ + +
+

Developed by Michal Ovadek.

+
+ +
+

Site built with pkgdown 2.0.2.

+
+ +
+ + + + + + + + diff --git a/docs/reference/elx_curia_list.html b/docs/reference/elx_curia_list.html index 2ed00f9..d06e316 100644 --- a/docs/reference/elx_curia_list.html +++ b/docs/reference/elx_curia_list.html @@ -1,128 +1,127 @@ - -Scrape list of court cases from Curia — elx_curia_list • eurlex - - -
-
- - - -
-
-
-

Scrape list of court cases from Curia

- - -
- -
-

Harvests data from lists of EU court cases from curia.europa.eu. -CELEX identifiers are extracted from hyperlinks where available.

-
- -
- 
elx_curia_list(
-  data = c("all", "ecj_old", "ecj_new", "gc_all", "cst_all"),
-  parse = TRUE
-)
-
- -
-

Arguments

-
data
-

Data to be scraped from four separate lists of cases maintained by Curia, defaults to "all" -which contains cases from Court of Justice, General Court and Civil Service Tribunal.

-
parse
-

If `TRUE`, references to cases and appeals are parsed out from `case_info` into separate columns

-
-
-

Value

-

A data frame containing case identifiers and information as character columns. Where the case id -contains a hyperlink to Eur-Lex, the CELEX identifier is retrieved as well. Hyperlinks to Eur-Lex -disappeared from more recent cases.

-
- -
-

Examples

- 
# \donttest{
-elx_curia_list(data = "cst_all")
-#> # A tibble: 1,759 x 6
-#>    case_id    case_id_celex case_info                   ecli     see_case appeal
-#>    <chr>      <chr>         <chr>                       <chr>    <chr>    <chr> 
-#>  1 F-1/05 *   NA            Judgment of 26 October 200~ ECLI:EU~ NA       T-404~
-#>  2 F-1/05     NA            Order of 22 May 2007, Land~ ECLI:EU~ NA       NA    
-#>  3 F-1/05 INT NA            Order of 13 July 2007, Lan~ ECLI:EU~ NA       NA    
-#>  4 F-1/05     NA            Order of 9 November 2010, ~ ECLI:EU~ NA       NA    
-#>  5 F-2/05     NA            Removed from the register ~ ECLI:EU~ NA       NA    
-#>  6 F-3/05     NA            Order of 15 May 2006, Schm~ ECLI:EU~ NA       NA    
-#>  7 F-4/05     NA            Removed from the register ~ ECLI:EU~ NA       NA    
-#>  8 F-5/05 *   NA            Judgment of 28 April 2009,~ ECLI:EU~ NA       T-261~
-#>  9 F-6/05     NA            Removed from the register ~ ECLI:EU~ NA       NA    
-#> 10 F-7/05     NA            Schmit / Commission (F-7/0~ NA       F-5/05   NA    
-#> # ... with 1,749 more rows
-# }
-
-
-
- -
- - -
-

Developed by Michal Ovadek.

-
- -
-

Site built with pkgdown -2.0.2.

-
- -
- - - - - - - - + +Scrape list of court cases from Curia — elx_curia_list • eurlex + + +
+
+ + + +
+
+
+

Scrape list of court cases from Curia

+ + +
+ +
+

Harvests data from lists of EU court cases from curia.europa.eu. +CELEX identifiers are extracted from hyperlinks where available.

+
+ +
+ 
elx_curia_list(
+  data = c("all", "ecj_old", "ecj_new", "gc_all", "cst_all"),
+  parse = TRUE
+)
+
+ +
+

Arguments

+
data
+

Data to be scraped from four separate lists of cases maintained by Curia, defaults to "all" +which contains cases from Court of Justice, General Court and Civil Service Tribunal.

+
parse
+

If `TRUE`, references to cases and appeals are parsed out from `case_info` into separate columns

+
+
+

Value

+

A data frame containing case identifiers and information as character columns. Where the case id +contains a hyperlink to Eur-Lex, the CELEX identifier is retrieved as well. Hyperlinks to Eur-Lex +disappeared from more recent cases.

+
+ +
+

Examples

+ 
# \donttest{
+elx_curia_list(data = "cst_all")
+#> # A tibble: 1,759 x 6
+#>    case_id    case_id_celex case_info                   ecli     see_case appeal
+#>    <chr>      <chr>         <chr>                       <chr>    <chr>    <chr> 
+#>  1 F-1/05 *   NA            Judgment of 26 October 200~ ECLI:EU~ NA       T-404~
+#>  2 F-1/05     NA            Order of 22 May 2007, Land~ ECLI:EU~ NA       NA    
+#>  3 F-1/05 INT NA            Order of 13 July 2007, Lan~ ECLI:EU~ NA       NA    
+#>  4 F-1/05     NA            Order of 9 November 2010, ~ ECLI:EU~ NA       NA    
+#>  5 F-2/05     NA            Removed from the register ~ ECLI:EU~ NA       NA    
+#>  6 F-3/05     NA            Order of 15 May 2006, Schm~ ECLI:EU~ NA       NA    
+#>  7 F-4/05     NA            Removed from the register ~ ECLI:EU~ NA       NA    
+#>  8 F-5/05 *   NA            Judgment of 28 April 2009,~ ECLI:EU~ NA       T-261~
+#>  9 F-6/05     NA            Removed from the register ~ ECLI:EU~ NA       NA    
+#> 10 F-7/05     NA            Schmit / Commission (F-7/0~ NA       F-5/05   NA    
+#> # ... with 1,749 more rows
+# }
+
+
+
+ +
+ + +
+

Developed by Michal Ovadek.

+
+ +
+

Site built with pkgdown 2.0.2.

+
+ +
+ + + + + + + + diff --git a/docs/reference/elx_download_xml.html b/docs/reference/elx_download_xml.html index 5261ab1..5f26e0e 100644 --- a/docs/reference/elx_download_xml.html +++ b/docs/reference/elx_download_xml.html @@ -1,128 +1,127 @@ - -Download XML notice associated with a URL — elx_download_xml • eurlex - - -
-
- - - -
-
-
-

Download XML notice associated with a URL

- - -
- -
-

Downloads an XML notice of a given type associated with a Cellar resource.

-
- -
- 
elx_download_xml(
-  url,
-  file = basename(url),
-  notice = c("tree", "branch", "object"),
-  language_1 = "en",
-  language_2 = "fr",
-  language_3 = "de",
-  mode = "wb"
-)
-
- -
-

Arguments

-
url
-

A valid url as character vector of length one based on a resource identifier such as CELEX or Cellar URI.

-
file
-

A character string with the name where the downloaded file is saved.

-
notice
-

The type of notice requested controls what kind of metadata are returned.

-
language_1
-

The priority language in which the data will be attempted to be retrieved, in ISO 639 2-char code

-
language_2
-

If data not available in `language_1`, try `language_2`

-
language_3
-

If data not available in `language_2`, try `language_3`

-
mode
-

A character string specifying the mode with which to write the file. Useful values are "w", "wb" (binary), "a" (append) and "ab".

-
-
-

Value

-

Path of downloaded file (invisibly) if server validates request (http status code has to be 200). For more information about notices, see Cellar documentation.

-
-
-

Details

-

To retrieve all identifiers associated with a url, use elx_fetch_data(type = "ids").

-
- -
-

Examples

- 
# \donttest{
-elx_download_xml(url = "http://publications.europa.eu/resource/celex/32014R0001", notice = "object")
-# }
-
-
-
- -
- - -
-

Developed by Michal Ovadek.

-
- -
-

Site built with pkgdown -2.0.2.

-
- -
- - - - - - - - + +Download XML notice associated with a URL — elx_download_xml • eurlex + + +
+
+ + + +
+
+
+

Download XML notice associated with a URL

+ + +
+ +
+

Downloads an XML notice of a given type associated with a Cellar resource.

+
+ +
+ 
elx_download_xml(
+  url,
+  file = basename(url),
+  notice = c("tree", "branch", "object"),
+  language_1 = "en",
+  language_2 = "fr",
+  language_3 = "de",
+  mode = "wb"
+)
+
+ +
+

Arguments

+
url
+

A valid url as character vector of length one based on a resource identifier such as CELEX or Cellar URI.

+
file
+

A character string with the name where the downloaded file is saved.

+
notice
+

The type of notice requested controls what kind of metadata are returned.

+
language_1
+

The priority language in which the data will be attempted to be retrieved, in ISO 639 2-char code

+
language_2
+

If data not available in `language_1`, try `language_2`

+
language_3
+

If data not available in `language_2`, try `language_3`

+
mode
+

A character string specifying the mode with which to write the file. Useful values are "w", "wb" (binary), "a" (append) and "ab".

+
+
+

Value

+

Path of downloaded file (invisibly) if server validates request (http status code has to be 200). For more information about notices, see Cellar documentation.

+
+
+

Details

+

To retrieve all identifiers associated with a url, use elx_fetch_data(type = "ids").

+
+ +
+

Examples

+ 
# \donttest{
+elx_download_xml(url = "http://publications.europa.eu/resource/celex/32014R0001", notice = "object")
+# }
+
+
+
+ +
+ + +
+

Developed by Michal Ovadek.

+
+ +
+

Site built with pkgdown 2.0.2.

+
+ +
+ + + + + + + + diff --git a/docs/reference/elx_fetch_data.html b/docs/reference/elx_fetch_data.html index 0a5ac59..6938db0 100644 --- a/docs/reference/elx_fetch_data.html +++ b/docs/reference/elx_fetch_data.html @@ -1,122 +1,121 @@ - -Retrieve additional data on EU documents — elx_fetch_data • eurlex - - -
-
- - - -
-
-
-

Retrieve additional data on EU documents

- - -
- -
-

Wraps httr::GET with pre-specified headers and parses retrieved data.

-
- -
- 
elx_fetch_data(
-  url,
-  type = c("title", "text", "ids", "notice"),
-  language_1 = "en",
-  language_2 = "fr",
-  language_3 = "de",
-  include_breaks = TRUE
-)
-
- -
-

Arguments

-
url
-

A valid url as character vector of length one based on a resource identifier such as CELEX or Cellar URI.

-
type
-

The type of data to be retrieved. When type = "text", the returned list contains named elements reflecting the source of each text. When type = "notice", the results return the full XML branch notice associated withe the url.

-
language_1
-

The priority language in which the data will be attempted to be retrieved, in ISO 639 2-char code

-
language_2
-

If data not available in `language_1`, try `language_2`

-
language_3
-

If data not available in `language_2`, try `language_3`

-
include_breaks
-

If TRUE, text includes tags showing where pages ("---pagebreak---", for pdfs) and documents ("---documentbreak---") were concatenated

-
-
-

Value

-

A character vector of length one containing the result. When `type = "text"`, named character vector where the name contains the source of the text.

-
- -
-

Examples

- 
# \donttest{
-elx_fetch_data(url = "http://publications.europa.eu/resource/celex/32014R0001", type = "title")
-#> [1] "Commission Delegated Regulation (EU) No 1/2014 of 28 August 2013 establishing Annex III to Regulation (EU) No 978/2012 of the European Parliament and of the Council applying a scheme of generalised tariff preferences"
-# }
-
-
-
- -
- - -
-

Developed by Michal Ovadek.

-
- -
-

Site built with pkgdown -2.0.2.

-
- -
- - - - - - - - + +Retrieve additional data on EU documents — elx_fetch_data • eurlex + + +
+
+ + + +
+
+
+

Retrieve additional data on EU documents

+ + +
+ +
+

Wraps httr::GET with pre-specified headers and parses retrieved data.

+
+ +
+ 
elx_fetch_data(
+  url,
+  type = c("title", "text", "ids", "notice"),
+  language_1 = "en",
+  language_2 = "fr",
+  language_3 = "de",
+  include_breaks = TRUE
+)
+
+ +
+

Arguments

+
url
+

A valid url as character vector of length one based on a resource identifier such as CELEX or Cellar URI.

+
type
+

The type of data to be retrieved. When type = "text", the returned list contains named elements reflecting the source of each text. When type = "notice", the results return the full XML branch notice associated withe the url.

+
language_1
+

The priority language in which the data will be attempted to be retrieved, in ISO 639 2-char code

+
language_2
+

If data not available in `language_1`, try `language_2`

+
language_3
+

If data not available in `language_2`, try `language_3`

+
include_breaks
+

If TRUE, text includes tags showing where pages ("---pagebreak---", for pdfs) and documents ("---documentbreak---") were concatenated

+
+
+

Value

+

A character vector of length one containing the result. When `type = "text"`, named character vector where the name contains the source of the text.

+
+ +
+

Examples

+ 
# \donttest{
+elx_fetch_data(url = "http://publications.europa.eu/resource/celex/32014R0001", type = "title")
+#> [1] "Commission Delegated Regulation (EU) No 1/2014 of 28 August 2013 establishing Annex III to Regulation (EU) No 978/2012 of the European Parliament and of the Council applying a scheme of generalised tariff preferences"
+# }
+
+
+
+ +
+ + +
+

Developed by Michal Ovadek.

+
+ +
+

Site built with pkgdown 2.0.2.

+
+ +
+ + + + + + + + diff --git a/docs/reference/elx_label_eurovoc.html b/docs/reference/elx_label_eurovoc.html index 4c2ad89..ccb8d96 100644 --- a/docs/reference/elx_label_eurovoc.html +++ b/docs/reference/elx_label_eurovoc.html @@ -1,116 +1,115 @@ - -Label EuroVoc concepts — elx_label_eurovoc • eurlex - - -
-
- - - -
-
-
-

Label EuroVoc concepts

- - -
- -
-

Create a look-up table with labels for EuroVoc concept URIs. Only unique identifiers are returned.

-
- -
- 
elx_label_eurovoc(uri_eurovoc = "", alt_labels = FALSE, language = "en")
-
- -
-

Arguments

-
uri_eurovoc
-

Character vector with valid EuroVoc URIs

-
alt_labels
-

If `TRUE`, results include comma-separated alternative labels in addition to the preferred label

-
language
-

Language in which to return the labels, in ISO 639 2-char code

-
-
-

Value

-

A `tibble` containing EuroVoc unique concept identifiers and labels.

-
- -
-

Examples

- 
elx_label_eurovoc(uri_eurovoc = "http://eurovoc.europa.eu/5760", alt_labels = TRUE, language = "fr")
-#> # A tibble: 1 x 2
-#>   eurovoc                       labels                        
-#>   <chr>                         <chr>                         
-#> 1 http://eurovoc.europa.eu/5760 oiseau,oiseau migrateur,rapace
-elx_label_eurovoc(uri_eurovoc = c("http://eurovoc.europa.eu/5760","http://eurovoc.europa.eu/576"))
-#> # A tibble: 2 x 2
-#>   eurovoc                       labels     
-#>   <chr>                         <chr>      
-#> 1 http://eurovoc.europa.eu/5760 bird       
-#> 2 http://eurovoc.europa.eu/576  private law
-
-
-
- -
- - -
-

Developed by Michal Ovadek.

-
- -
-

Site built with pkgdown -2.0.2.

-
- -
- - - - - - - - + +Label EuroVoc concepts — elx_label_eurovoc • eurlex + + +
+
+ + + +
+
+
+

Label EuroVoc concepts

+ + +
+ +
+

Create a look-up table with labels for EuroVoc concept URIs. Only unique identifiers are returned.

+
+ +
+ 
elx_label_eurovoc(uri_eurovoc = "", alt_labels = FALSE, language = "en")
+
+ +
+

Arguments

+
uri_eurovoc
+

Character vector with valid EuroVoc URIs

+
alt_labels
+

If `TRUE`, results include comma-separated alternative labels in addition to the preferred label

+
language
+

Language in which to return the labels, in ISO 639 2-char code

+
+
+

Value

+

A `tibble` containing EuroVoc unique concept identifiers and labels.

+
+ +
+

Examples

+ 
elx_label_eurovoc(uri_eurovoc = "http://eurovoc.europa.eu/5760", alt_labels = TRUE, language = "fr")
+#> # A tibble: 1 x 2
+#>   eurovoc                       labels                        
+#>   <chr>                         <chr>                         
+#> 1 http://eurovoc.europa.eu/5760 oiseau,oiseau migrateur,rapace
+elx_label_eurovoc(uri_eurovoc = c("http://eurovoc.europa.eu/5760","http://eurovoc.europa.eu/576"))
+#> # A tibble: 2 x 2
+#>   eurovoc                       labels     
+#>   <chr>                         <chr>      
+#> 1 http://eurovoc.europa.eu/5760 bird       
+#> 2 http://eurovoc.europa.eu/576  private law
+
+
+
+ +
+ + +
+

Developed by Michal Ovadek.

+
+ +
+

Site built with pkgdown 2.0.2.

+
+ +
+ + + + + + + + diff --git a/docs/reference/elx_make_query.html b/docs/reference/elx_make_query.html index 0bbfe5b..7370a8e 100644 --- a/docs/reference/elx_make_query.html +++ b/docs/reference/elx_make_query.html @@ -1,179 +1,178 @@ - -Create SPARQL queries — elx_make_query • eurlex - - -
-
- - - -
-
-
-

Create SPARQL queries

- - -
- -
-

Generates pre-defined or manual SPARQL queries to retrieve document ids from Cellar. -List of available resource types: http://publications.europa.eu/resource/authority/resource-type . -Note that not all resource types are compatible with default parameter values.

-
- -
- 
elx_make_query(
-  resource_type = c("any", "directive", "regulation", "decision", "recommendation",
-    "intagr", "caselaw", "manual", "proposal", "national_impl"),
-  manual_type = "",
-  directory = NULL,
-  sector = NULL,
-  include_corrigenda = FALSE,
-  include_celex = TRUE,
-  include_lbs = FALSE,
-  include_date = FALSE,
-  include_date_force = FALSE,
-  include_date_endvalid = FALSE,
-  include_date_transpos = FALSE,
-  include_date_lodged = FALSE,
-  include_force = FALSE,
-  include_eurovoc = FALSE,
-  include_author = FALSE,
-  include_citations = FALSE,
-  include_court_procedure = FALSE,
-  include_directory = FALSE,
-  include_sector = FALSE,
-  include_ecli = FALSE,
-  order = FALSE,
-  limit = NULL
-)
-
- -
-

Arguments

-
resource_type
-

Type of resource to be retrieved via SPARQL query

-
manual_type
-

Define manually the type of resource to be retrieved

-
directory
-

Restrict the results to a given directory code

-
sector
-

Restrict the results to a given sector code

-
include_corrigenda
-

If `TRUE`, results include corrigenda

-
include_celex
-

If `TRUE`, results include CELEX identifier for each resource URI

-
include_lbs
-

If `TRUE`, results include legal bases of legislation

-
include_date
-

If `TRUE`, results include document date

-
include_date_force
-

If `TRUE`, results include date of entry into force

-
include_date_endvalid
-

If `TRUE`, results include date of end of validity

-
include_date_transpos
-

If `TRUE`, results include date of transposition deadline for directives

-
include_date_lodged
-

If `TRUE`, results include date a court case was lodged with the court

-
include_force
-

If `TRUE`, results include whether legislation is in force

-
include_eurovoc
-

If `TRUE`, results include EuroVoc descriptors of subject matter

-
include_author
-

If `TRUE`, results include document author(s)

-
include_citations
-

If `TRUE`, results include citations (CELEX-labelled)

-
include_court_procedure
-

If `TRUE`, results include type of court procedure and outcome

-
include_directory
-

If `TRUE`, results include the Eur-Lex directory code

-
include_sector
-

If `TRUE`, results include the Eur-Lex sector code

-
include_ecli
-

If `TRUE`, results include the ECLI identifier for court documents

-
order
-

Order results by ids

-
limit
-

Limit the number of results, for testing purposes mainly

-
-
-

Value

-

A character string containing the SPARQL query

-
- -
-

Examples

- 
elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE)
-#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex str(?date) ?force where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/DIR>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_DEL>) \n FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} OPTIONAL{?work cdm:work_date_document ?date.} OPTIONAL{?work cdm:resource_legal_in-force ?force.} }"
-elx_make_query(resource_type = "regulation", include_corrigenda = TRUE, order = TRUE)
-#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/REG>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/REG_IMPL>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/REG_FINANC>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/REG_DEL>) OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} } order by str(?date)"
-elx_make_query(resource_type = "caselaw")
-#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/JUDG>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/ORDER>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_JUR>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/THIRDPARTY_PROCEED>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/GARNISHEE_ORDER>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/RULING>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/JUDG_EXTRACT>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/INFO_JUDICIAL>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/VIEW_AG>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_AG>) OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }"
-elx_make_query(resource_type = "manual", manual_type = "SWD")
-#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type.FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/SWD>) \n FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }"
-
-
-
- -
- - -
-

Developed by Michal Ovadek.

-
- -
-

Site built with pkgdown -2.0.2.

-
- -
- - - - - - - - + +Create SPARQL queries — elx_make_query • eurlex + + +
+
+ + + +
+
+
+

Create SPARQL queries

+ + +
+ +
+

Generates pre-defined or manual SPARQL queries to retrieve document ids from Cellar. +List of available resource types: http://publications.europa.eu/resource/authority/resource-type . +Note that not all resource types are compatible with default parameter values.

+
+ +
+ 
elx_make_query(
+  resource_type = c("any", "directive", "regulation", "decision", "recommendation",
+    "intagr", "caselaw", "manual", "proposal", "national_impl"),
+  manual_type = "",
+  directory = NULL,
+  sector = NULL,
+  include_corrigenda = FALSE,
+  include_celex = TRUE,
+  include_lbs = FALSE,
+  include_date = FALSE,
+  include_date_force = FALSE,
+  include_date_endvalid = FALSE,
+  include_date_transpos = FALSE,
+  include_date_lodged = FALSE,
+  include_force = FALSE,
+  include_eurovoc = FALSE,
+  include_author = FALSE,
+  include_citations = FALSE,
+  include_court_procedure = FALSE,
+  include_directory = FALSE,
+  include_sector = FALSE,
+  include_ecli = FALSE,
+  order = FALSE,
+  limit = NULL
+)
+
+ +
+

Arguments

+
resource_type
+

Type of resource to be retrieved via SPARQL query

+
manual_type
+

Define manually the type of resource to be retrieved

+
directory
+

Restrict the results to a given directory code

+
sector
+

Restrict the results to a given sector code

+
include_corrigenda
+

If `TRUE`, results include corrigenda

+
include_celex
+

If `TRUE`, results include CELEX identifier for each resource URI

+
include_lbs
+

If `TRUE`, results include legal bases of legislation

+
include_date
+

If `TRUE`, results include document date

+
include_date_force
+

If `TRUE`, results include date of entry into force

+
include_date_endvalid
+

If `TRUE`, results include date of end of validity

+
include_date_transpos
+

If `TRUE`, results include date of transposition deadline for directives

+
include_date_lodged
+

If `TRUE`, results include date a court case was lodged with the court

+
include_force
+

If `TRUE`, results include whether legislation is in force

+
include_eurovoc
+

If `TRUE`, results include EuroVoc descriptors of subject matter

+
include_author
+

If `TRUE`, results include document author(s)

+
include_citations
+

If `TRUE`, results include citations (CELEX-labelled)

+
include_court_procedure
+

If `TRUE`, results include type of court procedure and outcome

+
include_directory
+

If `TRUE`, results include the Eur-Lex directory code

+
include_sector
+

If `TRUE`, results include the Eur-Lex sector code

+
include_ecli
+

If `TRUE`, results include the ECLI identifier for court documents

+
order
+

Order results by ids

+
limit
+

Limit the number of results, for testing purposes mainly

+
+
+

Value

+

A character string containing the SPARQL query

+
+ +
+

Examples

+ 
elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE)
+#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex str(?date) ?force where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/DIR>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_DEL>) \n FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} OPTIONAL{?work cdm:work_date_document ?date.} OPTIONAL{?work cdm:resource_legal_in-force ?force.} }"
+elx_make_query(resource_type = "regulation", include_corrigenda = TRUE, order = TRUE)
+#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/REG>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/REG_IMPL>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/REG_FINANC>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/REG_DEL>) OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} } order by str(?date)"
+elx_make_query(resource_type = "caselaw")
+#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/JUDG>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/ORDER>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_JUR>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/THIRDPARTY_PROCEED>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/GARNISHEE_ORDER>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/RULING>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/JUDG_EXTRACT>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/INFO_JUDICIAL>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/VIEW_AG>||\n  ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_AG>) OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }"
+elx_make_query(resource_type = "manual", manual_type = "SWD")
+#> [1] "PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>\n  PREFIX annot: <http://publications.europa.eu/ontology/annotation#>\n  PREFIX skos:<http://www.w3.org/2004/02/skos/core#>\n  PREFIX dc:<http://purl.org/dc/elements/1.1/>\n  PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>\n  PREFIX rdf:<http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n  PREFIX owl:<http://www.w3.org/2002/07/owl#>\n  select distinct ?work ?type ?celex where{ ?work cdm:work_has_resource-type ?type.FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/SWD>) \n FILTER not exists{?work cdm:work_has_resource-type <http://publications.europa.eu/resource/authority/resource-type/CORRIGENDUM>} OPTIONAL{?work cdm:resource_legal_id_celex ?celex.} }"
+
+
+
+ +
+ + +
+

Developed by Michal Ovadek.

+
+ +
+

Site built with pkgdown 2.0.2.

+
+ +
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Retrieve Council votes on EU acts

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Executes a SPARQL query to the Council's endpoint.

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elx_council_votes()
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Value

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A data frame with Council votes on EU acts.

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Examples

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# \donttest{
-votes <- elx_council_votes()
-# }
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