From 5a516f4cddebc348f312d4aae5c4f6451e9c14aa Mon Sep 17 00:00:00 2001 From: Michal Ovadek Date: Sun, 20 Nov 2022 11:46:29 +0000 Subject: [PATCH] 044 --- DESCRIPTION | 2 +- NEWS.md | 2 + R/elx_curia_list.R | 6 +- R/elx_download_xml.R | 6 +- R/elx_fetch_data.R | 2 +- R/elx_label_eurovoc.R | 5 +- doc/eurlexpkg.html | 491 ++++++++++-- docs/404.html | 4 +- docs/articles/eurlexpkg.html | 753 +++++++++++------- .../figure-html/wordcloud-1.png | Bin 92319 -> 93205 bytes docs/articles/index.html | 4 +- docs/authors.html | 6 +- docs/index.html | 6 +- docs/news/index.html | 9 +- docs/pkgdown.yml | 6 +- docs/reference/elx_council_votes.html | 16 +- docs/reference/elx_curia_list.html | 39 +- docs/reference/elx_download_xml.html | 47 +- docs/reference/elx_fetch_data.html | 46 +- docs/reference/elx_label_eurovoc.html | 26 +- docs/reference/elx_make_query.html | 133 +++- docs/reference/elx_run_query.html | 47 +- docs/reference/index.html | 4 +- man/elx_curia_list.Rd | 4 +- man/elx_download_xml.Rd | 6 +- man/elx_fetch_data.Rd | 2 +- man/elx_label_eurovoc.Rd | 5 +- 27 files changed, 1144 insertions(+), 533 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index ab674eb..49cbec8 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Authors@R: c(person(given = "Michal", role = c("aut", "cre", "cph"), email = "michal.ovadek@gmail.com", comment = c(ORCID = "0000-0002-2552-2580"))) -Description: Access to data on European Union laws and court decisions made easy with pre-defined 'SPARQL' queries and 'GET' requests. +Description: Access to data on European Union laws and court decisions made easy with pre-defined 'SPARQL' queries and 'GET' requests. See Ovadek (2021) . License: GPL-3 Encoding: UTF-8 Language: en-US diff --git a/NEWS.md b/NEWS.md index efbf55b..4cc7ee3 100644 --- a/NEWS.md +++ b/NEWS.md @@ -3,6 +3,8 @@ ## Minor changes - minor changes to vignettes and examples to reduce build time +- more stable connection through `elx_curia_list()` +- fun CRAN policy compliance stuff # eurlex 0.4.3 diff --git a/R/elx_curia_list.R b/R/elx_curia_list.R index af1c883..f19aa38 100644 --- a/R/elx_curia_list.R +++ b/R/elx_curia_list.R @@ -13,8 +13,8 @@ #' @importFrom rlang .data #' @export #' @examples -#' \dontrun{ -#' elx_curia_list(data = "cst_all") +#' \donttest{ +#' elx_curia_list(data = "cst_all", parse = FALSE) #' } elx_curia_list <- function(data = c("all","ecj_old","ecj_new","gc_all","cst_all"), @@ -101,7 +101,7 @@ elx_curia_list <- function(data = c("all","ecj_old","ecj_new","gc_all","cst_all" elx_curia_scraper <- function(url, ...){ - page <- xml2::read_html(url) + page <- xml2::read_html(url(url, open = "rb")) tab <- page %>% rvest::html_node("table") %>% diff --git a/R/elx_download_xml.R b/R/elx_download_xml.R index 0f83c82..16ead59 100644 --- a/R/elx_download_xml.R +++ b/R/elx_download_xml.R @@ -15,8 +15,10 @@ #' Path of downloaded file (invisibly) if server validates request (http status code has to be 200). For more information about notices, see Cellar documentation. #' @export #' @examples -#' \dontrun{ -#' elx_download_xml(url = "http://publications.europa.eu/resource/celex/32014R0001", notice = "object") +#' \donttest{ +#' temploc <- paste(tempdir(), "elxnotice.xml", sep = "\\") +#' elx_download_xml(url = "http://publications.europa.eu/resource/celex/32022D0154", +#' file = temploc, notice = "object") #' } elx_download_xml <- function(url, file = paste(basename(url), ".xml", sep = ""), diff --git a/R/elx_fetch_data.R b/R/elx_fetch_data.R index 7b1b36a..63071f0 100644 --- a/R/elx_fetch_data.R +++ b/R/elx_fetch_data.R @@ -13,7 +13,7 @@ #' A character vector of length one containing the result. When `type = "text"`, named character vector where the name contains the source of the text. #' @export #' @examples -#' \dontrun{ +#' \donttest{ #' elx_fetch_data(url = "http://publications.europa.eu/resource/celex/32014R0001", type = "title") #' } diff --git a/R/elx_label_eurovoc.R b/R/elx_label_eurovoc.R index c6dc3d1..c851c66 100644 --- a/R/elx_label_eurovoc.R +++ b/R/elx_label_eurovoc.R @@ -9,9 +9,8 @@ #' A `tibble` containing EuroVoc unique concept identifiers and labels. #' @export #' @examples -#' \dontrun{ -#' elx_label_eurovoc(uri_eurovoc = "http://eurovoc.europa.eu/5760", alt_labels = TRUE, language = "fr") -#' elx_label_eurovoc(uri_eurovoc = c("http://eurovoc.europa.eu/5760","http://eurovoc.europa.eu/576")) +#' \donttest{ +#' elx_label_eurovoc(uri_eurovoc = "http://eurovoc.europa.eu/5760", language = "fr") #' } diff --git a/doc/eurlexpkg.html b/doc/eurlexpkg.html index c46061f..0db693d 100644 --- a/doc/eurlexpkg.html +++ b/doc/eurlexpkg.html @@ -14,7 +14,19 @@ eurlex: Retrieve data on European Union law in R - + + @@ -137,30 +337,71 @@ -

eurlex: Retrieve data on European Union law in R

+

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.

+

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.

+

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 law and policy into R as fast as possible. The package contains three core functions to achieve that objective: elx_make_query() to create SPARQL queries based on user input; 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. More advanced users might be interested in downloading and custom-parsing XML notices with elx_download_xml().

+

The eurlex package currently envisions the typical +use-case to consist of getting bulk information about EU law and policy +into R as fast as possible. The package contains three core functions to +achieve that objective: elx_make_query() to create SPARQL +queries based on user input; 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. +More advanced users might be interested in downloading and +custom-parsing XML notices with elx_download_xml().

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.

+

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)
 
 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:

+

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()
 #> PREFIX cdm: <http://publications.europa.eu/ontology/cdm#>
@@ -207,9 +448,26 @@ 
elx_make_query(): Generate SPARQL queries

 #>   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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
-

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.

+

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#>
@@ -251,7 +509,13 @@ 
elx_make_query(): Generate SPARQL queries

 #>     ?bn annot:comment_on_legal_basis ?lbsuffix}} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
 
 # 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.

+

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")
 
@@ -286,7 +550,10 @@ 
elx_make_query(): Generate SPARQL queries

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).

+

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
@@ -294,17 +561,33 @@ 
elx_run_query(): Execute SPARQL queries

 # elx_make_query("directive") %>% 
 #   elx_run_query()
as_tibble(results)
-#> # A tibble: 4,401 x 3
+#> # A tibble: 4,401 × 3
 #>   work                                                               type  celex
 #>   <chr>                                                              <chr> <chr>
-#> 1 http://publications.europa.eu/resource/cellar/469391ea-6c79-4680-~ http~ 3197~
-#> 2 http://publications.europa.eu/resource/cellar/e8fcaf0d-443a-40ec-~ http~ 3198~
-#> 3 http://publications.europa.eu/resource/cellar/52639f5f-ecaf-4f99-~ http~ 3198~
-#> 4 http://publications.europa.eu/resource/cellar/c7560407-689b-4752-~ http~ 3196~
-#> # ... with 4,397 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.

+#> 1 http://publications.europa.eu/resource/cellar/469391ea-6c79-4680-… http… 3197… +#> 2 http://publications.europa.eu/resource/cellar/e8fcaf0d-443a-40ec-… http… 3198… +#> 3 http://publications.europa.eu/resource/cellar/52639f5f-ecaf-4f99-… http… 3198… +#> 4 http://publications.europa.eu/resource/cellar/c7560407-689b-4752-… http… 3196… +#> # … with 4,397 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"
@@ -314,55 +597,73 @@ 
elx_run_query(): Execute SPARQL queries

 
 results %>% 
   distinct(type)
-#> # A tibble: 3 x 1
+#> # A tibble: 3 × 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.

+

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.

+

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
+#> # A tibble: 10 × 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.

+#> # … 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
+#> # A tibble: 9 × 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.

+#> # … 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 × 5
 #>   work                                                type  celex eurovoc labels
 #>   <chr>                                               <chr> <chr> <chr>   <chr> 
-#> 1 http://publications.europa.eu/resource/cellar/e46f~ http~ 3201~ http:/~ consu~
-#> 2 http://publications.europa.eu/resource/cellar/120a~ http~ 3196~ http:/~ welfa~
-#> 3 http://publications.europa.eu/resource/cellar/123d~ http~ 3197~ http:/~ France
-#> 4 http://publications.europa.eu/resource/cellar/8a36~ http~ 3199~ http:/~ 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).

+#> 1 http://publications.europa.eu/resource/cellar/e46f… http… 3201… http:/… consu… +#> 2 http://publications.europa.eu/resource/cellar/120a… http… 3196… http:/… welfa… +#> 3 http://publications.europa.eu/resource/cellar/123d… http… 3197… http:/… France +#> 4 http://publications.europa.eu/resource/cellar/8a36… http… 3199… http:/… 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")
@@ -371,20 +672,30 @@ 
EuroVoc descriptors

   left_join(eurovoc_lookup) %>% 
   select(celex, eurovoc, labels)
 #> Joining, by = "eurovoc"
-#> # A tibble: 10 x 3
+#> # A tibble: 10 × 3
 #>   celex      eurovoc                       labels                               
 #>   <chr>      <chr>                         <chr>                                
-#> 1 32012H0090 http://eurovoc.europa.eu/1425 informácie pre spotrebitela,vzdeláva~
+#> 1 32012H0090 http://eurovoc.europa.eu/1425 informácie pre spotrebiteľa,vzdeláva…
 #> 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
+#> # … 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.

+

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")
 
@@ -399,23 +710,34 @@ 
elx_fetch_data(): Fire GET requests

   select(celex, title)
 
 print(dir_titles)
-#> # A tibble: 5 x 2
+#> # A tibble: 5 × 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 1 more row
-

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).

+#> 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 1 more row
+

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.

+

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()
-

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.

+

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 %>% 
@@ -423,7 +745,8 @@ 
Application

   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.

+

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)) %>% 
@@ -433,7 +756,8 @@ 
Application

         axis.line.y = element_blank(),
         axis.ticks.y = element_blank())

-

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

+

We want to know a bit more about some directives from the early 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("1973-01-01")),
          force == "true") %>% 
@@ -442,15 +766,16 @@ 
Application

   as_tibble()
 
 print(dirs_1970_title)
-#> # A tibble: 10 x 6
+#> # A tibble: 10 × 6
 #>   work                                             type  celex date  force title
 #>   <chr>                                            <chr> <chr> <chr> <chr> <chr>
-#> 1 http://publications.europa.eu/resource/cellar/c~ http~ 3197~ 1972~ true  Coun~
-#> 2 http://publications.europa.eu/resource/cellar/f~ http~ 3197~ 1972~ true  Coun~
-#> 3 http://publications.europa.eu/resource/cellar/a~ http~ 3197~ 1971~ true  Coun~
-#> 4 http://publications.europa.eu/resource/cellar/c~ http~ 3197~ 1970~ true  Coun~
-#> # ... with 6 more rows
-

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

+#> 1 http://publications.europa.eu/resource/cellar/c… http… 3197… 1972… true Coun… +#> 2 http://publications.europa.eu/resource/cellar/f… http… 3197… 1972… true Coun… +#> 3 http://publications.europa.eu/resource/cellar/a… http… 3197… 1971… true Coun… +#> 4 http://publications.europa.eu/resource/cellar/c… http… 3197… 1970… true Coun… +#> # … with 6 more rows
+

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

library(tidytext)
 library(wordcloud)
 
@@ -461,17 +786,31 @@ 
Application

   filter(!grepl("\\d", word)) %>% 
   bind_tf_idf(word, celex, n) %>% 
   with(wordcloud(word, tf_idf, max.words = 40))
-

-

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

+

+

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↩︎

diff --git a/docs/404.html b/docs/404.html index c6d1de6..15f5173 100644 --- a/docs/404.html +++ b/docs/404.html @@ -49,7 +49,7 @@ Reference
  • -

    pkgdown 2.0.2.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/articles/eurlexpkg.html b/docs/articles/eurlexpkg.html index 3e47519..d05f8e6 100644 --- a/docs/articles/eurlexpkg.html +++ b/docs/articles/eurlexpkg.html @@ -51,7 +51,7 @@ Reference
  • -

    -

    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.

    +

    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 law and policy into R as fast as possible. The package contains three core functions to achieve that objective: elx_make_query() to create SPARQL queries based on user input; 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. More advanced users might be interested in downloading and custom-parsing XML notices with elx_download_xml().

    +

    The eurlex package currently envisions the typical +use-case to consist of getting bulk information about EU law and policy +into R as fast as possible. The package contains three core functions to +achieve that objective: elx_make_query() to create SPARQL +queries based on user input; 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. +More advanced users might be interested in downloading and +custom-parsing XML notices with elx_download_xml().

    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.

    +

    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)
-
-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:

    +library(eurlex) +library(dplyr) + +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()
-#> 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#>
-#>   PREFIX dc:<http://purl.org/dc/elements/1.1/>
-#>   PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>
-#>   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/DIR>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL>||
-#>   ?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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
-
-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#>
-#>   PREFIX dc:<http://purl.org/dc/elements/1.1/>
-#>   PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>
-#>   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/JUDG>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/ORDER>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_JUR>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/THIRDPARTY_PROCEED>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/GARNISHEE_ORDER>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/RULING>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/JUDG_EXTRACT>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/INFO_JUDICIAL>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/VIEW_AG>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_AG>) 
-#>  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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
-
-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#>
-#>   PREFIX dc:<http://purl.org/dc/elements/1.1/>
-#>   PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>
-#>   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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
    -

    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.

    +query_dir %>% + 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#> +#> PREFIX dc:<http://purl.org/dc/elements/1.1/> +#> PREFIX xsd:<http://www.w3.org/2001/XMLSchema#> +#> 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/DIR>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL>|| +#> ?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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. } + +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#> +#> PREFIX dc:<http://purl.org/dc/elements/1.1/> +#> PREFIX xsd:<http://www.w3.org/2001/XMLSchema#> +#> 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/JUDG>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/ORDER>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_JUR>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/THIRDPARTY_PROCEED>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/GARNISHEE_ORDER>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RULING>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/JUDG_EXTRACT>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/INFO_JUDICIAL>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/VIEW_AG>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/OPIN_AG>) +#> 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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. } + +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#> +#> PREFIX dc:<http://purl.org/dc/elements/1.1/> +#> PREFIX xsd:<http://www.w3.org/2001/XMLSchema#> +#> 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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
    +

    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#>
-#>   PREFIX dc:<http://purl.org/dc/elements/1.1/>
-#>   PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>
-#>   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 ?date ?force where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/DIR>||
-#>   ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL>||
-#>   ?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.} OPTIONAL{?work cdm:work_date_document ?date.} OPTIONAL{?work cdm:resource_legal_in-force ?force.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
-
-# minimal query: elx_make_query(resource_type = "directive")
-
-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#>
-#>   PREFIX dc:<http://purl.org/dc/elements/1.1/>
-#>   PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>
-#>   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 ?date ?lbs ?lbcelex ?lbsuffix where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/RECO>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_DEC>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_DIR>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_OPIN>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_RES>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_REG>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_RECO>||
-#>                    ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_DRAFT>) 
-#>  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_based_on_resource_legal ?lbs.
-#>     ?lbs cdm:resource_legal_id_celex ?lbcelex.
-#>     OPTIONAL{?bn owl:annotatedSource ?work.
-#>     ?bn owl:annotatedProperty <http://publications.europa.eu/ontology/cdm#resource_legal_based_on_resource_legal>.
-#>     ?bn owl:annotatedTarget ?lbs.
-#>     ?bn annot:comment_on_legal_basis ?lbsuffix}} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
-
-# 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.

    +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#> +#> PREFIX dc:<http://purl.org/dc/elements/1.1/> +#> PREFIX xsd:<http://www.w3.org/2001/XMLSchema#> +#> 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 ?date ?force where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/DIR>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/DIR_IMPL>|| +#> ?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.} OPTIONAL{?work cdm:work_date_document ?date.} OPTIONAL{?work cdm:resource_legal_in-force ?force.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. } + +# minimal query: elx_make_query(resource_type = "directive") + +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#> +#> PREFIX dc:<http://purl.org/dc/elements/1.1/> +#> PREFIX xsd:<http://www.w3.org/2001/XMLSchema#> +#> 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 ?date ?lbs ?lbcelex ?lbsuffix where{ ?work cdm:work_has_resource-type ?type. FILTER(?type=<http://publications.europa.eu/resource/authority/resource-type/RECO>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_DEC>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_DIR>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_OPIN>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_RES>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_REG>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_RECO>|| +#> ?type=<http://publications.europa.eu/resource/authority/resource-type/RECO_DRAFT>) +#> 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_based_on_resource_legal ?lbs. +#> ?lbs cdm:resource_legal_id_celex ?lbcelex. +#> OPTIONAL{?bn owl:annotatedSource ?work. +#> ?bn owl:annotatedProperty <http://publications.europa.eu/ontology/cdm#resource_legal_based_on_resource_legal>. +#> ?bn owl:annotatedTarget ?lbs. +#> ?bn annot:comment_on_legal_basis ?lbsuffix}} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. } + +# 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()
-#> 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#>
-#>   PREFIX dc:<http://purl.org/dc/elements/1.1/>
-#>   PREFIX xsd:<http://www.w3.org/2001/XMLSchema#>
-#>   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{
-#>     VALUES (?value)
-#>     { (<http://publications.europa.eu/resource/authority/fd_555/18>)
-#>       (<http://publications.europa.eu/resource/authority/dir-eu-legal-act/18>)
-#>     }
-#>     {?work cdm:resource_legal_is_about_concept_directory-code ?value.
-#>     }
-#>     UNION
-#>     {?work cdm:resource_legal_is_about_concept_directory-code ?directory.
-#>       ?value skos:narrower+ ?directory.
-#>     }
-#>     
-#>     ?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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }
    +# 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() +#> 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#> +#> PREFIX dc:<http://purl.org/dc/elements/1.1/> +#> PREFIX xsd:<http://www.w3.org/2001/XMLSchema#> +#> 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{ +#> VALUES (?value) +#> { (<http://publications.europa.eu/resource/authority/fd_555/18>) +#> (<http://publications.europa.eu/resource/authority/dir-eu-legal-act/18>) +#> } +#> {?work cdm:resource_legal_is_about_concept_directory-code ?value. +#> } +#> UNION +#> {?work cdm:resource_legal_is_about_concept_directory-code ?directory. +#> ?value skos:narrower+ ?directory. +#> } +#> +#> ?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.} FILTER not exists{?work cdm:do_not_index "true"^^<http://www.w3.org/2001/XMLSchema#boolean>}. }

    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).

    +

    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()
    +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: 4,401 x 3
-#>   work                                                               type  celex
-#>   <chr>                                                              <chr> <chr>
-#> 1 http://publications.europa.eu/resource/cellar/469391ea-6c79-4680-~ http~ 3197~
-#> 2 http://publications.europa.eu/resource/cellar/e8fcaf0d-443a-40ec-~ http~ 3198~
-#> 3 http://publications.europa.eu/resource/cellar/52639f5f-ecaf-4f99-~ http~ 3198~
-#> 4 http://publications.europa.eu/resource/cellar/c7560407-689b-4752-~ http~ 3196~
-#> # ... with 4,397 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.

    +as_tibble(results) +#> # A tibble: 4,401 × 3 +#> work type celex +#> <chr> <chr> <chr> +#> 1 http://publications.europa.eu/resource/cellar/469391ea-6c79-4680-… http… 3197… +#> 2 http://publications.europa.eu/resource/cellar/e8fcaf0d-443a-40ec-… http… 3198… +#> 3 http://publications.europa.eu/resource/cellar/52639f5f-ecaf-4f99-… http… 3198… +#> 4 http://publications.europa.eu/resource/cellar/c7560407-689b-4752-… http… 3196… +#> # … with 4,397 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
-#>   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.

    +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 × 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.

    +

    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.

    + +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 × 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
-#>   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.

    +eurovoc_lookup <- elx_label_eurovoc(uri_eurovoc = rec_eurovoc$eurovoc) + +print(eurovoc_lookup) +#> # A tibble: 9 × 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)
-#> Joining, by = "eurovoc"
-#> # A tibble: 10 x 5
-#>   work                                                type  celex eurovoc labels
-#>   <chr>                                               <chr> <chr> <chr>   <chr> 
-#> 1 http://publications.europa.eu/resource/cellar/e46f~ http~ 3201~ http:/~ consu~
-#> 2 http://publications.europa.eu/resource/cellar/120a~ http~ 3196~ http:/~ welfa~
-#> 3 http://publications.europa.eu/resource/cellar/123d~ http~ 3197~ http:/~ France
-#> 4 http://publications.europa.eu/resource/cellar/8a36~ http~ 3199~ http:/~ 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).

    +rec_eurovoc %>% + left_join(eurovoc_lookup) +#> Joining, by = "eurovoc" +#> # A tibble: 10 × 5 +#> work type celex eurovoc labels +#> <chr> <chr> <chr> <chr> <chr> +#> 1 http://publications.europa.eu/resource/cellar/e46f… http… 3201… http:/… consu… +#> 2 http://publications.europa.eu/resource/cellar/120a… http… 3196… http:/… welfa… +#> 3 http://publications.europa.eu/resource/cellar/123d… http… 3197… http:/… France +#> 4 http://publications.europa.eu/resource/cellar/8a36… http… 3199… http:/… 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$eurovoc,
-                                    alt_labels = TRUE,
-                                    language = "sk")
-
-rec_eurovoc %>% 
-  left_join(eurovoc_lookup) %>% 
-  select(celex, eurovoc, labels)
-#> Joining, by = "eurovoc"
-#> # A tibble: 10 x 3
-#>   celex      eurovoc                       labels                               
-#>   <chr>      <chr>                         <chr>                                
-#> 1 32012H0090 http://eurovoc.europa.eu/1425 informácie pre spotrebitela,vzdeláva~a~
-#> 2 31962H0816 http://eurovoc.europa.eu/1004 blahobyt                             
-#> 3 31974H0435 http://eurovoc.europa.eu/1085 Francúzska republika,Francúzsko        
-#> 4 31996H0592 http://eurovoc.europa.eu/1076 formulár                              
-#> # ... with 6 more rows
    +eurovoc_lookup <- elx_label_eurovoc(uri_eurovoc = rec_eurovoc$eurovoc, + alt_labels = TRUE, + language = "sk") + +rec_eurovoc %>% + left_join(eurovoc_lookup) %>% + select(celex, eurovoc, labels) +#> Joining, by = "eurovoc" +#> # A tibble: 10 × 3 +#> celex eurovoc labels +#> <chr> <chr> <chr> +#> 1 32012H0090 http://eurovoc.europa.eu/1425 informácie pre spotrebiteľa,vzdeláva… +#> 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.

    +

    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")
-
-# we can use purrr::map() to play that role
-library(purrr)
-
-# wrapping in possibly() catches errors in case there is a server issue
-dir_titles <- results[1:5,] %>% # take the first 5 directives only to save time
-  mutate(title = map_chr(work, possibly(elx_fetch_data, otherwise = NA_character_),
-                         "title")) %>% 
-  as_tibble() %>% 
-  select(celex, title)
-
-print(dir_titles)
-#> # A tibble: 5 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 1 more row
    -

    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).

    +# the function is not vectorized by default +# elx_fetch_data(url = results$work[1], type = "title") + +# we can use purrr::map() to play that role +library(purrr) + +# wrapping in possibly() catches errors in case there is a server issue +dir_titles <- results[1:5,] %>% # take the first 5 directives only to save time + mutate(title = map_chr(work, possibly(elx_fetch_data, otherwise = NA_character_), + "title")) %>% + as_tibble() %>% + select(celex, title) + +print(dir_titles) +#> # A tibble: 5 × 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 1 more row
    +

    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.

    +

    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()
    -

    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.

    +dirs <- elx_make_query(resource_type = "directive", include_date = TRUE, include_force = TRUE) %>% + elx_run_query()
    +

    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()
    +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.

    +

    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())
    +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 some directives from the early 1970s that are still in force today. Their titles could give us a clue.

    +

    We want to know a bit more about some directives from the early 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("1973-01-01")),
-         force == "true") %>% 
-  mutate(title = map_chr(work, possibly(elx_fetch_data, otherwise = NA_character_),
-                         "title")) %>%  
-  as_tibble()
-
-print(dirs_1970_title)
-#> # A tibble: 10 x 6
-#>   work                                             type  celex date  force title
-#>   <chr>                                            <chr> <chr> <chr> <chr> <chr>
-#> 1 http://publications.europa.eu/resource/cellar/c~ http~ 3197~ 1972~ true  Coun~
-#> 2 http://publications.europa.eu/resource/cellar/f~ http~ 3197~ 1972~ true  Coun~
-#> 3 http://publications.europa.eu/resource/cellar/a~ http~ 3197~ 1971~ true  Coun~
-#> 4 http://publications.europa.eu/resource/cellar/c~ http~ 3197~ 1970~ true  Coun~
-#> # ... with 6 more rows
    -

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

    +dirs_1970_title <- dirs %>% + filter(between(as.Date(date), as.Date("1970-01-01"), as.Date("1973-01-01")), + force == "true") %>% + mutate(title = map_chr(work, possibly(elx_fetch_data, otherwise = NA_character_), + "title")) %>% + as_tibble() + +print(dirs_1970_title) +#> # A tibble: 10 × 6 +#> work type celex date force title +#> <chr> <chr> <chr> <chr> <chr> <chr> +#> 1 http://publications.europa.eu/resource/cellar/c… http… 3197… 1972… true Coun… +#> 2 http://publications.europa.eu/resource/cellar/f… http… 3197… 1972… true Coun… +#> 3 http://publications.europa.eu/resource/cellar/a… http… 3197… 1971… true Coun… +#> 4 http://publications.europa.eu/resource/cellar/c… http… 3197… 1970… true Coun… +#> # … with 6 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))
    +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))

    -

    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

    +

    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↩︎

    @@ -468,7 +607,7 @@

    Application

    -

    Site built with pkgdown 2.0.2.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/articles/eurlexpkg_files/figure-html/wordcloud-1.png b/docs/articles/eurlexpkg_files/figure-html/wordcloud-1.png index 7607c2de5fc7f527d34d23daae56cd85d4849860..277fe7984be6399c5d3786e9da0d65d38192b213 100644 GIT binary patch literal 93205 zcmeGDhdY)3{{W8Ll6_>aa8NR`Hzn(sq3o4ewuEClE$5gy*|QMYPQtN|I;gA^&aqEq z#IdsX_txwE`CY$%;d@+nu%3~-?d(6oa?_$EzR*m5T!xk>`jzI_jxN1P7J za=4$4K5r5eqIsSjOGoO)#N@`;fT%B`YgCFQ)4VcFrNdoE`RD~3^>6AQUX>CG-`~H9 zz4l${P2(l{%TKR<0e=BsbAF|t!vO-V9QRgu#pl*WQ|94P;zJ@zin0~FUMt4N>rS;i_1nFXkvSD*rQG<9M(d95$2k@l1Gk*$-hlk$=9 zQSec*1*<&#-#t0+JxDgdpavoNk9I2D9bgETy!PJ4VzY9}(2*TMqCxLE1W8pO3l%Px z6(R2>DJ-4&tJH+UXI`KOyvn;KFw-Nlu1zT3(XQ=RC5|@}vIN3-0;B^)KeJ$5oCVB! z7HtWAm@e(Z+_wr?Y3(#zm}Y>0GHIMf*)hP#11ZV_IKI}|@X_8uz z7m_+s_KV}2E*?dFC<9A983GPXn4%JcocdgXDyM$DzU_E;Gl1k~d8xIdA$av~VmpNr zUzSWw%1_z7NwHphQl}{&=YD-VVq$H;C5!_9=Iv0f?4GKco_LZ689xP|Kl7dW24x28 zw-}}SeS&V;xy$wI6#nCXjSRgwR8yJ}8rxu}$*rk=8BV1%{W-Sgmrg<*0T;wA(Hax= zK#pX8_w`u~A^L#JRTU`w-WBZkx5l#HgS)c@xPL|QlPxChS%f|foz0V0>)vJ=xNG`! z-xpg{=+2*6_N6e3_zqi2Gqdz@zIptiYP@I&_oVcQotPoAq<|o$2=Pk!gOP%j`|>TJ z6!xVc(>q>-Xy?_OqshE$+4UX>S5Fq2xn|*B#}xg|cJ%M9>yspzzo+)+F|zW>>NHB+ z2MXiwuKmq{fCp!7^zN>325TtJQcqD-SxA@ujNKsrDYhpBF*glNl?M)Dd2~*km}PEK zGx%|Jg7YBob>S?dJ;O=C`z}=@@Pj6bJ#tG3k0Q$fL!Bqg+EUPixir3)%vxYA+q(c=YIITYn%Mo4frU`3e@yPwxwP24kqS@+Vu#{RHN1x z=wkOMLK4OgaoQ;z-rvxmGj6x|_hiVa)9vv2f+qQ_4_@I%Pu9e{!KKAOZT0E2IK=+b zS*G21oS@@ut^;IQ zm#v1X`Jr!tju%QN^4@efn_{C?HCPKd@_-+F9JTS9@|aWbv|!3dmjEs2Dq;k=v;Tz( z)rk+AI?&7rJ?{DO-stH*rSTk8@euU%4u%tD>B93$>cdW>6dTdP^RPLZnNg5*WYh11T#=&)UzhX$0iPZkXaJo$ z*nZH2OZC?uMMk~Q5QePK*aW`mOUp6T=Z|N0 z2lzzaCQw6E-vRqy;f#cq7W$~t666EDOyUOL2mZpQOrmM~J7UoG8|+@pHSS9R{3wh| zaZJVcGB8B_!Q)j2Fod$Lj&LRls!T9MerncMemMYRCs!q52g$B|%PGWbyx7U~z5!Zz z%oWw9B~BYFMaC}{7MXE~eflK-v2{=5B#c^Y=df1$@a-xrH?|dytv#|!Us^QdoQyU~ zvn!u7#GKJjE`n;&iqc(;~XcXHpGC>xv*R&O`dWa@KX z7>|mK3ukH5tVPvYiljP_5s2}p(Lo;{)t$8c4y+{McJnz8IlOx|G=NyMBk!zw8w2>d zPat~az1jv^;;|tiW|9>SHV&wdorb-RH3S{Y8E&qpq1MbQhBAzWv%Y<+x3+gM@0_n$ zai&}0cQ4G%6>U7P@VPp#2HBf+R2}&am|KT=I!8zaZiRC1)N!)tRSDt&s7@vonn&(K zPQ2YO<52E0+v?%dTJBOv5<^}-A34tAx%3lw0RJyXV)A+p-+IuN+qWd?76isYn7Ga)niWcyf|`wGHxzCCOR77h<{> zCX3jgG-X#)sKkDjWp&})_>*%)%25vRpfor@e7Ez%&;VzHZmMaj)G{EN$|8WvjVM?H zLXDAPOOcgnKl@GeEZHn|v`N}+Xqvvvnx){&DwXD7VWriI&dEoHt-QB#(VI_}(^tPI zb*8Kw{nbU5)ZFa40h#{!)y4`rA|=8?GvV=dx|1xE#EQI$oRK7kG(&i=@Sb3@UThLq zWBVIzO`D_Lkj;C>qvcOJjqaqXKIEeR(f|84n!(h~Czr8m?9VMQWQ83-41ydnOr~r! zJ|SKq&}#o}fXg5%o$4c>h9-bc-Ns8xqg5pCKZCLoP$pE!w??3tez69f;izW;ydTD{ zS*ITmRo>Ts0SHxM<@Y%i&~Zx=jr4aMy#!d$Xx~^AUF`704UvX)ZL?a&JtTGwsTyB-7BJ* zk&hikJZ1{+{lR#ah3`-`+eTLj5YC1*{HWJ?PWO{AMK7Z)7LqFZHH-&1Hr$^@@UP2dGgI6*!5<7#3jLd->bUu1&9a17Lg}2o*Ovyr- zAsG>|tFe>T8pA&re!{8|&xbQGmY7mZ)o|fCD>O_0Y|6-fG8ew&pqUNH!;Pth7OXPM z8e0iCK66d!zJv9CNDK~E4LnQvp*mFA(k6#GLr`V8UnG7YDtYzwRWKCXc z)WJsFaYY{8BFx^{QT4Q+Y<&pSClNMOPv%-xhM6-41JtSxj}o>sa5A!P4Y!Exk9psmEiGmvtQYSsvk=q~(X;nZ zP8U8fil8_0`c?VFSmj}x0*MJYKj5KNYr+B3MoLdBd|L?z<}l7KErx z+uaSJB)rBFcTGBLGMJiV_FX^C@qg7Q%S=&@IPejt_nOJ3$8)=gW_xd@zllKOz7|}+|4ss|-dExEG?YI+ldk*+ zg8??xozmr{Z<$LgGOJ+}QY)Z3KK!SV3EwoZWZN|TMI&?4ri0J(Mwp`>_u}%BFT&NI z%Ce8M&*NieSKhVsW zvZ|%1RgbUry0f&sj;(DJ7*kvOY&_`M&!b{d@dh<*oM!N_NuX#jsL4q$X-(_MQ(*)A z!5_y@T65J&(1Yb~r>CMMTZTLQNz^i>Hb_1Fp)IMBn5Xz@8sPR`C2_S>UQD^OP5K`HV}^=x8{1ljJo^KRTCh0X|!lmEOh<%FztTB|jCNgnVLT`PnvieQ zE)4$mu{}5Mrw7)k+^;)?d`*H<2C=i&+5X+{?Y3-oU%2X@ZR^XC1=g1WEnI$mO@gVz zv*9-K#(MB>A^xxU4!yxFOY#CA5H7MPdb1UQTS&zk?N(*)lloDb8N1pvemEfH7!$`r3*#e;WP{dq2NsqKX#A6{5+|0n8>ux9aDBeDPnWW- zhAB40U34v`mqJ4mloCXsqCdGIC-1PIqLLa*&R&ds`xp|H#ZNZ)2e$1!x-NKLh4E{J z9}OP2V_nnI!Qoc0ti`+SJ3T_$f2CGE!@iB|m_KC~{Bw|$IN#TJdby{-Hmz1a;`pJ{ zwEkv|)78O-oSmO*t0ZfNn_6l^=CU1qjYAgEsDD9sR0Tgv+s{YQs~%EKI&QO;w)X+l zUihkX-m$~l$aO_n=FW-#tnpXMY*j)qs*ZZ_hJWiv`lVTh*X0^QM=FBX zRYfX|23RTQZC~$*|FT@ub-q6*pSrsp9F#cgP2&g$kH5WVcXv~uXvWLzGv>N*ul<*8 z78HP<*4eD#0NY36UU2N52(-5?d&Q|mvhX;mZ-mN3k@@-K1)YWH`^`# z=wO7+R-wwH77NDD;RW+I?F=T^dO zbY2S2Bx>tnot1A3rE@_;qhe=TX|K?QP_;#7$R+sxYkD~DF9SxGwRa*eOW^!j{OQL@ z^SO+(TBa16)a?#FC8`6;)bE_znw-ZSRMy$oI$!mw&9$%dVmRe$WmOmbwGZLvBn86x zUj~lPX1sOboWx9$UUGiH^QX`lVZO>B#Qxi&0?K3|59UG|V!<}Lmh@asCAukTR7Rt; zJ35zTgT;pGm&)%z>CHQYOGP`qVwA~ITnChGMKyf3_`3fNoZUd4jVR9V$2Ep`}R zK%t@A&nA|W#Vz8etezHbaHn5VDf&j3rva~iNc*6QZ2@OmnCB*2{x7J;rpnx%Krh`f zIYF}+j~790xjPbD;-0Sc*?oEivO_3)$m z%nY7TiUXFlYCZcV0hh&HYQ)l}gPLN3KcBS4J{`eW&MD6uG+s}qX)ROpz*$wWJd9GB zHkdOtuao{j(Cl-B*XO`ockE5Aj=!AkO3#{x<%$}&AQ)4)6jdh3iB3a*igSyZ&^@yK zf&g75i%Uul+&~9zfRTmNOf;wB(>YzL9(U%NpRjJV`4P8w$fAOeRBm~CY$hujiND#4 zE^6EaY8G)q*s9-lh#>Ws(3;(!5d{FXN+efbP;6XQ+ZQO)k4VfKw_1vOGw|MWX6`qa zE9``3riu|)9wHmSB|UkNul-?JeC|&0IOACuOIz543}OC?DVVIvc$G5MT*5Rg!5y1P zJE7H8+Pvzg-^6oYqD&W9fT6P}Qe$vffJ6Z-LM5YlOhzH=)sV!YSu~ zr`)16U1WPHw5Msc+>yZruJ6ds8^OFAnQHcXS3?W@eDc@#r-6yz!{2H)3~^hZZJ`@0 znJ-R6mYn}wqu7Y2?BVxb`jMSpf-A-M<3sGrR6uQ-Z>^^_;j68ps4o_L!C)wWdXpw2 z3(a^7venak!)QweGUF?jtXxKbuC?9gbkX%2_P%RX9)CMT-fVkY7IRx0@k;I8l^o?~ z3;YQ~mKRk@;KcU=g649n7uO$oVH6CJ|3s}bq}3MG--JN)4F;G$fK zENOWn+oejU=IDIFOrVtSebp;U+XMAWaAiDwyRQI>W8xKsgAWNEWw zv-V#1n#~JLY6#I3Ib9!hb82E_Cwg8|5*W5>nn}2D>Jamnej-qdug~t~-rqjZ znZko>s!H4)fKX(=T>7ONaGjl5M2j%j)AwOR9_G4|AKdE7`YR62boYWucbGp;{7}jY z_ocv>f8N^7y^bOKP&<97{Re5;NLHi2vvp~3CLK6J$6XVzj|?Buyn^446nr!+;Y1zs zrP*JRWtb#}s$+J6h6S5c>CdU1Q7&{!IX~wm{Hy3Uq!j?V-!ZTXS5AVwm(y_#l zf1)=c)FS_^>EZY@UT>b(L@P7#nHI0vjO?z6d&aKpW*$@<4|wC(+J#+?p>ZyD#m@HJ zX*{0kWUf;dj}yfh$ozyl^bc=JlSgqo8=pMxtV*#s37f5wplDoM=DaAOAxrFA(g_YM zO3Y{u=$mdd?edh%gX=o%*c{8BXm=n0^WtiS17U`|%9Y6*2H3{1IG0@Wn>E!2$@N-Y zfeK>E$>Dvu@bSj`uUm27n_uh$5amdf67C?WKC2O&dQKy-vW2=|)8<`I7u=hx;JRoc_B<()zIxVDH_tU$|S-{EbA3k`xy^edxT=)Ea zcW$o@w)#LwxYxq}fG;&m{mOw{cVDl)aX&=|S0OF%7!|2NYR_df1ZuciNU}~6{e3zh zW80|fv{ioopmRAzyFXM_$#OWS!8O4!_*>yur|`GmwpVZ%Kjr->FF zPJ(Phlh2_(p;V0=zV+~lmKd^V>M61l9(2Lu-2y=9N-~UqdVkB?WxBbyjoQN#DXnsT zW}0gR>zEtp^Pvfl&IC(ZZM7XX^lKr3@_@-KW8s!_w4I>2sJdalQ789-SEehFSO1{E zt#KtHOAwFD0Tcn#bUzayLMShfw@ugShL_=$N3<$(gN%ke+bTtAJqQdj{9iUMXO;~l zzQK2fDg2wFoz$n^1tuH?QTK}3y1e;`3xLG+G(UU1n;i#x4Y%#tC+THMU^r6DzF@KW z$xQ*sO4@@WkA-8n&da0QWggEgNBaUb#(!<8G{h1v1=x3MD3F>6c{oc^3{viiu>Ji{ zG^&6qg;yqPtTL8NJBG0>bxt<4^-su=>+LGNWqb4b#237LwXajgb+B`fym8-gPY8rz zs?DpLg_wPq9jseEQ2>zOMC?=+4Y67bqRy9~{-*5A14?Al`W+SWXj$2hI@}dGpqd9@ z_RUpg>-J+_XL5oLCIsV$33o`W%;#GTAyFOxen{+m7GD;tq10fAEEh&m`cW9@_{cF`u(!vEY>YyItdT6_DiSRv0BU0~ z2C^pp4FD!x_)~Tu-_m-tLHrJtg~f3Al4xH2rhGzoU>N7}YT|(^L90k(_k~09JHKa< zen1zd4*>WBE1&;9<=Cs}`KPgI`m&{d0FrWWIJ2yT|MU0x#~cAh>^-yIA4yL#tkG*S zRQ`L#R5)=$f|}K{@K;!!k#mPFSUBfkeG$QDG5=k#en5Bcp zXw96*jwQI3^o;vJZZjx6LO{dVr$0$~7?#?TYUCVjktWJm@YYT$DE ze}`s6M#g;^YT`Fd@d&COzjK~^PELj7n_e9}USP-c z#@b-^FuAeMV()u%dERg~EozIuP;-sn)IJa{x*N>$>V0Uk114$1CJPU?saej>oMkp9 z2)>Y|78eX_kKJdH4X8ZeNmcW6hi82)yiewFU+}s^++^$kSEGdBN`jOG9(Qw7kg$MR z$0We$V>z+%?TiQV0rF;=C#gTo*b|n5F*RyUn=_X-Nz7c9;)nNeFI`2Mac_Y#*@ky~ zB@6D4fpbdWxyfk3ne2FIqLGBs3{#y#olqTl;DDlF&9OnTYd`fF#S|oszl91-X>A`+ z6_P(WjJeJ^i4*a9l(MvX4+%DqAh!MAEC2*4){=ejrl73-eNUjN*v)loJFTg+X`s5E z7+6(p_7h#k&au6j(<45=DH15(_*0c<@-n3hH|KQc>*#w|8}n6o>{|P&fCx`3zJoEb zp)I&I#h9nlNxke772?eF27ZW6@VbKLuv5kKr8eYI=e-=Q5zFYRTjHMEC;J@`#Hm6x zla*r4PkG8-FQ2dhvSa}y%)R$Wtj>`!&u%5S$+qh>D*qy`GG_qNG!p?2PS(SKkIxr8 zXP*4%V+njWkt3hv{j^DirLEojasb%^$nbcH$2A|jWi|SQfgiHt^!xO0HP+~p4DLad zgK3^OZzC0-BxkQVL8AC{B%iQ07VHJ|5@iB-%y2E=l;$TPSn;2J`F6t;wY3%(a#!(& zn`Q>b#t~FCQ2mJbAs&2F?~7(@9V<)QXf|Oj%D?y^;!`%|QK!bR-e?Qvj@wW`)T>C@ z-BJ>Eu*;2~86YR!`>0T3RGv0ivOd~Uu4{5_bz~68y5mpzB!5W04MsLuf!YWFQ%Y#M zx!RB;=QFke=NrSPl<6Vj=+34G28RwLKBRfpge>37#0as?{KPeXiVm|kg}QdHPTdDR zALiq8foA=5b$2u^%n7vXi@UlKRk~7OLKdyt@7ICW>9pCSlJrIm$!ePiXar71th8@w zJBK4UxOP7Ut00zU(*sGyX`e@P9JnT*^%#jFTe+L?8_a}IjGEwHFv4a`)|RJ9YLl%~IJTLP=!qP8DX7Z#DI3qVJkv#57X`h+;Ss+N8NIyE-|G{V?Y zx#}&7QiKe8TD*%o+W|&+%%PcG1l|{kkg|&$9h(noFqrV1gS$JcCWMD^2N|MWlL@#- zM!b;k{=!E}Z=J>G^YfRtr^uq7sQ&*5vJ4Pp@`4~uiXnEXb}0$qn}2V1*-dMkZbo<9 zI&ZR4N>Sm_KeNtcB?1Aa1P(vcF6^oOIUrEU?`Z~%% z_gc*H0V(1vzD@Ij0<~Tsx!r;tj?po08>!(92g;-6kf%6YIWWqhotn*sESZsgH%WTs zBd-}X>b;;m->jX@`lLD+dr?kuUFIOk9koU-iOO84r$vU^_>Vgy{oS06av z?%5k>JtE3El>s9vOcxENPF5QZnwD0~gxj~FG3l;K$G|&Xr|0DoX20v5U{MJL>=+!& zN~%>nwL|k)p0I41 z7kO-5$7bG)5kam5?@V920h{fM{LggV&X*jn^Mh^a!ns~eBW=S}P5WA}ncc{E_};H5 z^I@$1OSWdJ>8$S7@Gg!7Np1PX44@NSZ2frQSort=(i13zt=0iFCU7pZ$ zx=|^R@!$h{6W7~d#7oCklcW_f*Y6DFDz#yvU!SyUf9AM&T6!g5fW|x~qKI%-A8S0p ztWO(Z;Y(##c@%9f8r4BKn|-?-6BGsfSM$2^AmAUy1kc&6>%Ta@c|@drn+Cz$kZIJU zKapO-SKFuKJAzz}b=@=vJx7`P>M>!$$*bL~Bc|r^k;lFv?=MUxRUQz=toSFuRbV=K z_~ctTQ279xZVjW&ip??`{m67VGNsP$ z!1}Les(V~HqIvOXRaDd@b}tj$=wx?C{BG6Rb{3%b?LJv(S&x{alJ6ZrsHbqDPFw-^ zEi=-=yDw>B#k9n86GGoTyN{x^cVPA2%bp(eQTo9)mrl6NmZWQo;o-0O-*sShGn6su zlqt#`pP;798@K&^@zLM_vTBxJy>33oteg4?^XBeSjYS2V^{;9gY~{M_b_~&J)P_7i z6L971MgrfstL~(s@sxNLJSz8gL+XD{LhQ{?d8oh&oUOb;St}Cny<|YR@v6qby41ZI z-*^yI|6bg5oWI6rH>#?1|8P$#uDE~2A&QMO@ z{QOwH+rPGeW{SbbGD!S0wz@in%)cBp+u%(!toU3AGtE?5-$3Ac1+e0uRI0Q_C_6~A z%r^0iOtjDL2lA#``|Z@Q^}YjXYxYYoaw+dU%47#O4ncfkT1o>8#R83_9Lr4bNPV=F z2qgpBpt^6e{F7Umtda|USJFn*)6r=((4UaiQ+IHv!a;t=>n>mTm5+w zt}14)_lt|qJMyzq&m-pgke$qs>~d`8H7N=OQLpwIJC&6>3ViMnGG&S6e5%g(avgU- zaL*YxIk&sdc~jmztIh8kKSP#D3)$e+oV#YFX}SQxLdMzAC7-r%ED5O&I&G!wEVR%4 z?A1RO{JQY@r0ziSLG@Y2S(8wT>@_7j>l{{C48=HTe_(gX*bvcPBUChHbiO{gTCkrn z?*J26G1P?wHv?Jv@e8h_39paApZwBtqw*f}Zxx`zKJV=#^OeH&dKxKzn`UTcgZxY3>vU)ZsV29$&4K4WQUG z`aJZv>XZ87s|i8miXs`0aobt=aFn*hK-Fa3>R+%~{YSHTd1WQnLRI*Fd>hblKbs(n z8d=K#tk>8`Om_6ek&i?ItmizbNu5e<9~Bz2OvZ`rjQjpO5(rTwri~)A`hPl(ELzW4 zT+Imi_zt_4Kd{p7Z&^3Qdc&R(ZfCfi91QJ7RVcMV?331Z77*z0h!aH&H3yqvR`Nw%au*`~}z zoEv<^`!@J#6MOAX=zZjy4HF)_-sX0J;r&ZDGofT%X0i*JZ!w{@-(z936{bnzq6t*;$S>77A3IYALr0Y$U08vp*Gqa>!R=v zTP4{bk)+IEh1cJYxTFNr583&2blHX`Uq?F|e#ohrYxkfkSLTRYfGt2gLPCVJN%W|_ zt{Y|XwWA^GIrLnj*aqbNe2m6%xqVe`<}E^FtUACa^#$g`N3lS;8=ji?2YuT@z);b@ z{{_EPJ>M`jSn6@v*g}#fz|2Z5G&4ppf)G>N@S~6j7Jj-iiP?80c`p%CihE!`VT~8o z(`PD09;+5=`zrRAPH50n2UMHaiw1vNUMZBGy}pl%{IS3<3*@me>OaL>J$97GI<%Xm z3OYtgh9n;I6dEvSXt!;!p+s)hLezkc#0Bk$nai%ZJiVm`G~(}0yyx#DGhDzM zO+wf7H$P#c{{=`uRE(&yS+=Rq(6sw(&F;3NIu@;U2FAM)XpN7KB4N?%#yeXahZ{5a z0%CR=P&)k{fqT@?hltk5oX4~3554Tna;d))2Xh5Q$v3k9Cf0vz24<5fHnjf(Z$6Zz ztIpqcFF!>mbbu;D?qhEY*D$t`>k#CgJ9=~MGM0!R;YdKVGL8vHloIG%N*6vGA3;g7 z9Iuv2p6_%|n2EGd)%lZc2jz^no#gqjG}O{J~3y3-4;!%_7%XP?hl9Fp{{zN4#6DN9(z==?TZQD>+!6D)lev~zkT;P9cErl8*o)3w}+{0;~#3ot6I z)vMEJ%=kCVQ?}lz%aKo^Ml)(hvn;Sm+q|JvMB&=l+aT_rH55_@|2y3Jnf|53bLZmq zP1G{42sC2I`(eSW@(6*?qi}7<)aSO9dpEn;v0NMQoH;0Wfc=~&H)~=!pnmR@J>Lu- zDpqdUmO5ySZ02Vl93HDc{l3rqUxK_+#|hLcejJnzZljhZE+Ahix~D64-9qni#jqRU zxri&Pwj@c0`px_+|Bm%9fj_bkh8?(uS9=BV0W~H>W1D z{|ldhx~G{4Yed}t;5P~$2mhU5NYVtR%AuN@^aM8NvxjuFh?2<{K#3?5MC;e^^NKSg zVIE_O&?(Dcmc6z?F(?R1y5Y`~Yw&4QIs#=?^AqfBI%n@M60x|dqkNQ2)t0Ew=V)NR z)QxS3ra-eD@YHDzuq%>7A-Z%zn6HPXwC_XwfR_G+69%M(L8ct98Yv#0K;uZ?vi&7` z=xfe}p(&wpLr;=kbQioH?I!xBFx8s_Nu?a@qIwOK5@!{F0m;#=YryX#K_a25B!HcM zbSv+&5A_KbniWkA2(=Yz*2WDNFAq3YBp9fv0hJZw0#Zl$i5@jtqj$E~Uo;6fo|kA9 zUS!X}r27@1E(&!KCPpAe3)x8-$*f4r$d8$6wHD+Htsg|u)TI%1LNeSwR!Lh9;x`87 zqcv!tLa6v%HNtg5=`h-$18FXXZ;V1W@8Rg8r45SCPXpY$)`70#Wm66plrsSSx@ zO*bhNr1fnPb0~2H zX*h;U-T5mLZoFB+?gQD|J~W7rc|?kG?CC~mblTs!AR&-iLMKU0%_U*-W6_tZM%)rj zz)&k;OIQEVr8{bwCCe|s?#02ec8~M)DkMnve1Dv4>u+X+Ny_Ei?jNcC+rr_E8$Q{U z?xCm+@46|?t-0EK5*9xYSx6OmV;E=doHS9C0r1I*`(g=Wq_p)KNpXG4sN%Y5$0ci7)XCawKbe_FlP#2Iw>_AX<)hHEYe7 zGi~!|A!j>+16FLm+;z`K+9SQUh`q)kf9QquYuKdh5%21;A(rmX8eFB7o4GcrJ@zO3 z`TdnGrMB)vVBw?P1rE*sn3J!Of_^q1NzfvM&ozv$pe;{O_;K*X z7|EkgDu@NmC$o1}b4r-%g)DX-C_W4%8X)HX8VCym^AV8QkXh@(Ms{QxQxvX@uxkU~p~QJPC(QeA|6~8BEJpB=N>XIPZDTTqs}ZEFhuFBOD=cj*!arlZ zALds{OlX)i+jbz2dgTb!n1w4&vu}-F19TH95y)^FZhNSX<-`j;!w#H8kGi_n1YPd zH&Qjo;Y(TEZB?@I7v_PyWV|{VS>jXa?qg?LRCrExrZuA6PKkbI9b3j-a}^nQx;Vf& z$p-qGR@9*ne%UK^t3}f6#@-C*bhq-u(2Hj>jrm3+GZOQySfkP{OR4e95#t!)nb#&% z3ZfqG{mI)n@J|muJmlQ;BuEODAIr{#e*T=#Xk{KpPdZB;vJNzeO3p6QqxfUHp2j9p zy}RPldvfjd=E|S)6btK9clzJtS{8V{zyU~yO z?kBnro~vFpfUELCD3dVT!R121727 zC?V$LfHA!{1tJI%B@Q*R zFkhG=S)2!PepUima{I5K^RvXY7*a>_sgdyjFy!zwlQ2x6#*$)(H*O#)w0HyoreFY4n7f z>%|ZQ#DN}$2SCkl&FoMqv-*Z?8|{2N$`-Xx;z^d7bQV(!7Rr308Ved5z>lT81B@M@ zpO1j(k)2P9a__3;Wh)JK5`VA1+d{GD%Xa}_M*{=+JyN4}1LWn49Bm;VB3==~XZB1n z#Ta%T^YK(_b3^;-;(7>$HKyKyuQRbhw($`5zD1>gwvvROOyjaq`P)u}m&`zIp=<$A zlJf-;$F^iWpp_aCee+d`mn6v;nTFw%xfRv`69=0mou#&{RQw2Q(&}mK=1tK`njt&k zR7#!uI;|ILNCz44O1iUKSDWUh1=dH;6u3B0+jubFWO8S?_i_2bKKhI3` zwQ=V@(h;q7P$e=%N^I4iQ=YLLNC(hvUaR(Ovzxe$lv`e>Y~t(?AJWG&)4hEc*8~ z!efHK-*j1<>#n){k;0H?zk6QB_~$lf0?FmYUc?~uC31OST(@&crx2MRX;JHM+`?fR9&#AR#?e-q=j}Xk_i)7jGw*;BS ziztI0$**`4LH+^9aWOG8^4UZb8I>dv+;?h#INi2wp4*zQ&RDMOuim|b`IOj^EG~U^ zB;3Qlos)PbX-KqNKrQbzJPR+REpy+gkM(i_&*ly-aS5Mwtu;U{fKPh9o_PGH9I+;AxQBz3t8}@qbk$hR zp+#dgJ$zz<5nH`&%C2@5JGWS;J3@jdHC!h{;pW2bRR(Q?T=&Z@#3AOjVW5MQm%dJz z*-&K3Q=lJIk_V_`Qt@&Rvz~z4YzYb&A`$>~m&BcKL;m7kp zw!T@D{ZnMr8gdx-y2LxF<`wGv(jiMu@Jt5d<}F<(9nUtuJot6fY*+)RHysilEm&OG z({0*Qd1S5jD$obuIiQjWGDppC-JEiT=eS4*{U7IDY*C)BG>D(`ooiI7O94KxVZg*q z)Q&+CKXiqVkr-|A=y87u7GJr@1MJ{!c(RsjhSlKhmV3(Ky-gbHnb?*=6W@7vWR1Vt zqAU1%9-1Rxpq5;C&DNhRcpwj z%7~7=CJ@M0r`v-H7KM`57y~osU`I_x9x|dSSVZdA;n%OIy`DthFi;!GqypmCb%M4F zRX@)h3eOCL|ITw+nyIxj-s!z$EfH%g(USHB%l^`+tG{>(3VjMq+LDvOHKFr?O~CF> z>(_&eRgqH;hsElwW*?wTCj^Rj(`6KN#WJ=>KB=0tBI-|z~fkJZjkVOm$|7Xg$aU*i1mh3j@3}J-RJR_a@KS)OWuW^iS>1oHhL?0xD#qQqec&pohggJ zUEHym%s6M2z_U)$XcBu}@crIg?S2E^jZ;jfL65Yy8ec76k|($Gv*ExqqyDke(TC!p z=4*FMvU>#$0o7_Pq?JVkjVCDWS0gC5*q9qq{K1aYR-gowyTiG$O~?BBIY>S!Q_iQ5 zUTvbzSEJj*Z9gXg*6IIud!Nix;qdUvT>C>)=g@*m8Vx!%h7*PZi2(UcZvx}!oiPd- zIv=f(TeFmS5dIZ3*_gaQWTtgpw7?U`yx|)2rs=i84dzh26ZN_qbz)np^Wk$m(fVy6 z1=SC#AQ)Oi%jP7xlt71^eJ*sviA+t`zCI4V8cG{L-FMD+H>QO>YifaG@kv-Dpp8Hi z#&VpqtsX&n6hBB8k!779wcD6C5VX#lBr&?!7)X?`OPoIFzMYX2v=gX14Qtv=VB3n~ zr}+MVvj9Y^d21<=bpvbt=JBT~1U9rI)EyA&9D>poDHYUN$=(kzLpr;ZtOoBGMU=Kw=jzIk|J7<(tEN0y=u zv9xaezJA(ps@kRKzZLNExGRv&8q-zmqv1vlr8@d0`Aal2cY=1dLxZViu++BLt=;(3 z+S}W1k9gPa6_x1c{{^rjQM?a7J>WrAkx$t_NNihUo6wZCy&xMHq6~Cz*KalJ@NG8+ zl`9@90MJGRU(8P)22&N>)E@EhW$Tq>J&I9Zi}FkI4`tbnSVby!MVNG>?S$_&33#Q1 z&T%C(35z&p?gOJv7ZA&%{(_-R0&IBi&>zcXBbmQ>pHoO--YFkd6w7JJ<~DJhLtLak z$|OG;4pp7da=G23@*A?bZYMpHYm2R;JoGwhEN&M#2gc7Kr!_?WNZ`6sV?~Z5f30$J z>;|lF%fEN)uXxGcH-+Bs6=$n|F!jPm>Xb^=*ueV(B+=wPvoMs0SyaZZXU>U_FhQkd zKc_iwZ&VS;A^}L|4AmZ+ja~`xiBeS-VM-C^rX5oOucsZ%2WDLwrZvCXsNAVG+-zsV z&wsX%4c$a!ZB6)`$k22Y+wF|w{iu_#dd$>(3L2_^;H(3ThqYd}Tnd4F#rJwEJlhY# zC|)k`w9FlLJK0zy&R-W~KId{K7u-?{q3?C9^(L7l?KP_!+iRe#%|80fbTc1XQ$^Qb zBI~qsffu=_FM)(miH#c*g{!>Sj&)+<=i3+5n97h(I(Vhp!JC2KkjMIb;Ep{kMyY96 z-HjHn6JE1%h){Q7E)9aSeqm>#NzqJ7j=G#$Rer3nup1i+OdZyoz0T zwYeNg!2&}Z^U(gC*rf9F!;f5n(Vj`kntS#wxxlhpH8v5gyZ`sZ`=0#UVFWJ3@jj@n zmnFrUkDJVjZMk(tV&@qWSX@c*9-S2nrYLyO#5O9n z>$tkgV_xlt3o#-V=uL*kkrjex$a^<}{9dD+kn<;Opc*If*#p%6r3^w?YZmF*Dd%W`LGR8KM#RRXo^sPz3ox$GC5Kbu&=2Pz&sz`8#o5 zW2M;v3b%%qEmzE!nM({yYmXSVRT9wbq*CJ2GsMJ>g7-}4D9%&fakuj-oxB;Dqk8#A zQM_#5!@G(G5O!$^_Cs4kWvA~8mK`!(WdE4_Iz;sKxc%A{o?rg$t$MLK(;I7Sm?%%d zlOB{9@m|5s=M|_ecVT(sjSAV&_m$x7!KbIy+9O2YV2!@mCbPAMm|Mw#y0NwQIfVQL z!y;Q>W(DSb5ZqdrQ=2nHr6t%VZeJPoyjH6piJDl+ldM)sZdrPPX}Wf%#y1;na1woy zb!$hyst9l0NxgD>Yf8LJH8*SAS|qvFLPNQpA;9o!pdQ?9r$e}BnhxFY>HneXy#wLi zp15IMHbk#MgeVcccM`n>3DLU^qPJ+#MG`FpLG&9Xg2gV;+iJVIAXr_Htg=|a>bzgM z_xC=}bN=0O=FFKhGv_nqG~QEF?C&Q=V1V-J@^ATJQYu5udWuU>R-=G!SqPWbST;_$8-Y^c2p?1LPADln$h`+RO#hYhy=> z+70n`M?@D_>CU>Iw?5Lv{%*1n{(3v;b(lqBpmyiwpCL6Hou-+e!|plY`5e9@Vx1Hs zuYBVDKeHvhW|`A63~*h`L}?X)zOR>1o?jjC(ftqyeYC#%wPs?gb;*C+7W>J#NfJ7? z9zn^aWL28f6dB5HQcKfXO63n?X;9V*eW*w-!z7b3CGHW(@6A@vLDoh^+&m!xUX9Uz}u zi{$4qWo?7(XWS3%P z?_7g@%dU5^#Sf>3mXI#(ks}OoKz`MmDvJfz##=M}SZYqt>;vlQ1kmE%c6ae8hh*A5 zVO+cZy(I^YwAidpUGdXT2JKw^8F5S*RHNxm$%8vZs}e0jfLpr|?txC1?mWx7jbyET zFx>H@Kcupj+yY3sJrg{2HxVoOI%%0$7wZ5T^tU*WR#9M_bEK&(pv_EQm-dQ2@}KOo z9qAWDgqRPnKH4h&Gwi`+beOHPHG4W3$sc=kt{N*mW1}kYH9!W|=eij;(L!Yg&oDh~@*X*C>Vhd1)jH>pi* z*vob}?Ii{WXdea8BKNoIs+CgT!~(Qp@z`CUkfAzm&!hH1RPug4!)j=~T?D(w*wT$k zMt8{Op{&Dw3r#75=s=FcOcU9<-cO{{3U_+g7%6GQcMUkhJGLJyc=G%??Pe}65T7Op z`4Hx;pRv)y2r`x0*sqX82myxc5b{H?!O_!?mGcZY?PtL{Ezo&(5-kcTSTCK7cCMvC z<{5g2#xj?_zfgD_kSbUAed3ZEagB|6VBGMBl?4ucqZ@`)EX+Y4dHJq>D)aZB;uw&v z3ag)}9qI$9E2t9`9S;w$P%ZmGP32-sR|RsiS*l$MZ>VnU(-9L95f$Bk9j*GBFxH!1 z?Y5fGYeCg}=g;U~z!@y)S_jl`H$4OsD!cqs_Zb$2aMGaCB6@w-g)17Q_PFo!4*O`C zZeG~bY{+)7Y2NPHp+$A8zT<9PzI9#2NSSl>1*DkBi*|ADvkFbCGlN8iZr{*|#Njvj zQ_)WO*fRp1z%$o;c#D7*6YntR3&B)IkH?my(g`50QKqXG14^nit&Utx`r1t5ZhH0` zwk)ekrZ(N-UcdMBFq-jyWSc=SlLg_IKDF5OI3vh5wlljB{~~KAK8gy+Vzdj&HFeC2Qr& z6r#4K#&pG!B0d#WOZ9^md0HD(-*5#DR+TWBjyAs^rqZndY7Om5^jA);qleE&!1`TG zWZIbu2izIuuN0fDQ>Zj&#i%(zix&wu6jtDoKDAa%DVP5AMWZRb@Mhw}4w8UJigItA z_Tpn>W3_DehhLmpjf7iE-d-IbI;Lqgb!NR%(X@32NY_OwA)Q&-1+oHN+rn%ei~U4DX*yy6Q;dY7T@?IW1@Qez0$KC|rR%o@SE zW3KH3TKod6f}1<2fZr~W%ZF^m-(r@y{8X~DMg8HD{MtJEGC$}dLdh}W9Z`>!3FyPu zWbU3lxsB9mU>RaM23*`f<+pX|Z11SN8kLwwBkPHiYsW;N;yR&eWgn1f=jULQ4gtqIpVxS8oW+2LxYs&L{PT;Jq%MV}^#FG{``%m5u>3Jt zn4(jNXxyIvW zRUN7WW(NjpYOYTZ?2??EZ9CgZNSj{I)sa@S>NgjeYy zJNFT#{q9jA1LYQ}_F;cASBUI~?Kt6!Juf)B5$+@^=ISbV;POw9lwA&|a&-a0q5!lb zNdnY79GL?h*K7a>nh&W-zCzNNzF+vZB@p9l{Uahm8ypv_)jPgu$jd3l;EoQ$1g=%T zsgGZUfl%AQ)nC@pl*~xmogjf7+!NFBFGeg4k6UE!v{XliUqy2(7mCkI;pgA~=c;^7 zPlG3m0P=>L`L|t(=;E!`*P)DW(Xw|2qaA9EsgSsY4=0zaKpXUF|ln(>NMUBRe0or zJyjsJs{58m|RE2#?=@BB6)Yw2|*M04qZFJ7%qQ09?Tv*^4{Z7^)+uSocP2r%dG0?}aV6B4XJUmwF z{VP=z`JzN>YKxs@%c#zb*B$NJoCX1J$OqnDHj2I5{REwq9>)f7hm)O{&L&6_VhPx!LoIAq0Fn^lOEn6 z<+sBhul(Yb(9{vgUdQ4H<(R3h$`x_WXDPcsYj)o@QXDgQtKf%iBP_)gGYPK98cBj~ z1QkVImMD$g#yVzp#@nFQ>k{TUIafa4Zsp`GO3(Wkm;K52tlVkmae%__2m4RBY!^BU z+u_YXOMwnD<+tf4GHC~KIqGofNVZ5LBMdquDM8ERio3V|TAEYpr(Ex7Gnz?#<%(bQ z;qC9A`sOd3mKw99JHw7rNoxDj_xzc8Lua5os1drXR7%L}K&I19an96&_q|xHH74QG z+89S9pogWQ-Y^1h>sH2U#ir9IOF!ES`fN3-ng!y=@>VCDu59X9m`ak>fNaZ?dOVpa zf|Ux8G^9wde@ZEsA61Yvd^<$2x3PV?E*8zDryUpm%FEO^A3xRE!Zc6Dt64g7m&@JH zA^y?{?+kH%6#;gX7~iaGVT5nKW-RIRl~(c)=s%+#A4X9~Qphkh5}rM7r}|{wC1aTX zBJQ6W-9>k{lcuUSmg;K7b~@Pj*u>w>9{bg>nG(lunuGEmt*pd}2HVrC-^*vw8S;z8 zRFG^X@ZpkM)aCj=vYs*6OD~`0Uxm;&GRfefs49+R$&Tr~sj;?+Ropo|8|^eln2qn2 zJz?WKmuDMo);RZ5Pwm=bNk4CirI1Rnf!!gzUFjqCDnhefUViiP@c`#=p`&*BgFqth zd$_ZGmXCoyoe88SLO8tX+p^&73E|8qvO5m?)P)zy#(#o1ISr|~gVfbD{3cx%%KzNo zL|X(sklQaJ@9aUQ&)0xBD1l3Op+rLd}wR_TG1XG(}j4E(IM`&r2Peb%< z<8FCZo9$Zk3BUi=@abqGq-B8lr%yHiSCX%TY4BZ|`V((ETU-6(s|v!ixBy2hwGIp(<|BA0$)zzZwVf-`O=F&`hW)CZ`G~)3 zr_tG#oh(lba*S^uF@r@ zOj(l`Y{tzvuSeY+#hLFNj|o4VJfr3NOAGg?iq}zrD;+4QFtqEqpb@ylis<91#vq!kQf(=M9->Ny>xU>w72_g#h=` zo5fPLuzdE~3nbf|at1gQn)QB6si>hPzzwi{KMosLJ<_U3d~Fzedd5gR^=Fo9K^MdP zoG+4_Kw!qE*k8Bt!Q6sRj!I%KD2J$*!twWhg?ath2v|wpUOrXv%Z?XpKMKR_%Wl+Z zPXttAWw`S2F9+9+f2izJcMF2^UySP zUy7eWW{OZ&s@|ULN-ZC|T%l>z3-)>!uZyiO+tG(q(5y5nI7Vm#rPB;Fb#qA|uya`Q z$+>_%B+UWmVbA@11s5pD%DkBe3Tx=M)hN+#%K)ltx;!V8=~`~csr_-IpU(K6BbkYe z7iYT2uIzCNX8h@aDvTZz72^9EK~3!v$pcvz&Ja!bH$B62O&IHLNcZ5vGB7WBzJpI@h8-> z2iSWD3|xL8L{dd$svAKFTM1EgIm8{er3SzCky&Wcp-icTi1fj0?z29q-J!I|2>6w> zb}k6DyVY@Yeq}0tz;`XN<3{y8ie$fQ$iwQOazRy>D^9Pa>`8WK^Ol{;Z=(Cg^-#4wMYxQbinGWJWs z`4{6OG_1)XIM1A8=GO0tM*&}pnOoiHMKn?wcCu_2wu|`A9%px2{(kU>U7JaMD`d!- zpnr7fcYfHYHp(kA7xw1k2XE`vb^11i*V6qYW?fVMneVFwi)PY70(ed&`O788ejcxe z5zFAWe9d}RRsMz>nasX8I*l%S!yW~=$gx_g3z28ZE8^Owlv79CigMyo*u@&zZddDhGWjp7_y22ZfVM2ioO@}ee zZg~96bTko9E8{HSm0ZYn8cUIb2bjQN^X@Af$@9hv@~7Vx)SCizu9p}qF|dhJ(Wp{R z+Pxb*^;6>9)`9^HnwQbj#_D$~ldVatFtV}0J>Lax=X?{Hm{UBfgNadVlf8B)QTRD? z^{A_T-kpKAJ4H0?ac64zfM{oyqAE37ZZ&i$IBVm;dKkS5|$$|ir0o{Fz zVnj7E0rxWhj=%SUiu)HZO%-yFROc>DL9O*&EGNNHBbPk}vI~=$<4SD!G{(qKuZKeO z6ZhhRx@6RUq*e`@X<-8(3F)2Mat+C4{BWksG}gee$}%4Nh=Py7n0@W5EWy8WxgWrJ zN%^b5-j)XK(D2wZaoGJr>T=H4lt#+0h7V|}Vo=}yb~rTm9XE}${o#IlWCX(wS&ZPZ z@5`Y^{z$UOFsRrK7CY?})x9ODB?N<@#XW2z{!Y@y7Coj;iB;x??&e}-$fMi~wq)aU zps>5FwBr{%4&^qT2Puf*ZcOgAsa_ASQrkL*o3*dRmAnsYQX~%%l!h779cH@{c|lB&=C(6iFft3{c?#k6?LuBKj<5 z9sj_}r80nkUr5Tih0Qa|m!A7K&a8x+C1=#mJF55V=b(pF*IHH$QM{mC^_gk*ZKO3J z(gSF5V`tFid7PIi6ugI2d{iV1i(Sh+!{O!BJCd1L}01*Y(49-#D)%4 z+_n53lw`#WpU1nA!QKd~ND6k6NhR!Q8(48{+jQv=sBOm#w+`>0+eU|Nj5vrdmym<2 zh?ErOf$**k)I7pGsc7Oi;hg_r;5%^6dqS`azVq|MRgeI)#OPi`198&QQ{>+ZVFQrM z+u(ws5ed(bgPU?6WPLNUHIe5@wCn*?&Tx!q!TM}KTZ{*#ph%Sq2wVpnU3{?VpU*%w zNNRLosu_JG2Z6lt8WJFT^Cd-Mf8Uuqxd36(2yRVYar%1H9EW04(RTC*^}rAK{M>gk zD&g;`G$+eBNqJT)GRr_%aQA|7jfW?wGilYRCnD~By}DUkv_h>WkDd7E6$U}SI(|N$ z6Dj5#^YsTE%dXN6aoI^cTtS^W;7~;@liaq;vT9J)zLwB^88vFt~?Ll*T z!ZKBsGzd4NovuK;hWGD=zSv5t7XS@T(ri{)beL-A{6VYEC!qp^+KEZKPit&rw*%em zYd;wv!==w@_%CXh_={dD*W+!NLdiI`rf9!huT{${>&Md+%E1}Q4_@!@-fD~$8j0D>{p$V(OanrphMvNb9 z&6c_DHxJl9LYUxAm(4y0W@?26#&z&2=^{IIdHd5%45?LOx};e&8`90JaQ`OcTMy#c zR(YE9rEWitIE(>k`fwW~X&sfPYe0$o^HgKnL+QKdWrKJk+xsF6V0}Iid9k3r#=w@C zMRsPG&y-~U*_H6GQH9WpIL!d43k~984IAL2-6cj7bH>v%iP(J4E9jo3X*m2-Dg&xl z1O%EHX%Oy&6(2=B-&NSW3OqB61DE=X7p?NwyluK>1uzaG@4W~hxL5t1X!kXpd_oYX zz4$?`P<#5vb$4)Wcfv~}_$No+AYLk4^0`t=;_dPuV#E35j*bHmN zw!&>U?nE*vu(%7RP3N|J!i&5O&8=ISf7ODT+NSq|B3dTWAGe>vRA^g0mRq9{tZvwiQYI>Z4@26T`IOjgIq^sm3q&#%o>QYy3AQ%`Lk+<7$M{OgI%v%(#7B6_lXWe#`Echzi1Da6&Vd!7IHz)~z8m!s!nqA)-vIv&Fg#<&(gdXX#+I z3O#b}+xH871g0PeBuQ$reS5j3g^d<;O@FD7aKApIrh>@m+r>BdUOe{Zy;XV0qW6E3 zbE&;V0HHm9f7KILx}ymKMHgVz7~HNvT@){EJ<24OjIp8`e-)scwY2Gk4D-oCxQHAUdyo+pqXtsKP7ER3^}jaCLZugZ8lWTlRw3 zVb*yvnK#&1|5V$NIkeFuiH=_EX6YIu`)~HB7AXIxFojZ z=2_wpW$OQO0Yv^3&ey^<4r2_zcKc*zoY)U+SF9!I{VNL3KOXvw3bnB3jAcFN%-{+* z^dY?n{3+*2vg=mdQljK#sj=6ec?ebWH%4MvGq~oY?OPt4b2?(&p3yPFxdi&nCbw4H zf_0;Q$i8O8oKxhLSvl!8uRqO z);%6UIKj6mtr9z`e(}RMjqj+brvlNqaQ>itoR~f6SU}0<(YXgC7yhanEXC1z)=3Au zYAyWKtk<)c?9ZL6|6rMEQy)vvng=~?bgVP@7!li~CXBj>UhH^MN>u&tdL<~r09-n@)c^+;rnNgu zeoW&1WZ>eGR))T@78{$*?U_>NXr?&h=?8sNRo^eW(`{CkXp6@1R`S8k;h8tr-KgvT znHEgCnw#Da(lm}>A0@t{jr!dJ7p3n>ea?zgx*!!WH!miJ!_4^NIn(s~g=&6}6D%ex zzROAfeq{u=1;?$~h|@MQqW;-}abOOcZXe&mlDgaXekMTh7g82zdfPJXhY6k4R~s%a zG5^aM&c{d^cC>w510&R2j~}MCkcUcKO8#ysKJiCK{B=Xon@arx#}vp`B-?=O$7fS` z`uH|n7orL`ShYgCiuuHYEKw(HjDzzxS3#n97y_%fbo@R!us3r?YrbwU=#Xa^xRw$u zz8(HBD(`mTxNHR>SF6^Wmt{S6HDJwDHJm+3N4)%{WX2u5V!c7HX!EH${3N`FJL zMe*?Z-=C9zx^Ye>!r_!t4Uii9(fJyZ^FXSHD-i`1{v%_7LXXG+X=If0^(X$1u0ig%^SVoky@U*e|F`PN=C|Jy(CX#R8EoyA*^AsjX-JhF^eA#1Oe+u$E#luYn(B;hm@ z)4kk1HbmD5=)c4DB{!C2Bdx`BVxIYpaTATMXK!7>6hq!Kdy1VS^VvM>RpPR& z?5g1F|7lWAPCg6?#>OtfG))M0#sxKvT0N@yfZmykci=m1{UB0BeAA2LsyEpO?w{0N z-8bXKoKKR!?JE9%9J%5w6Le+F=p`|ZCAIjR5bJ1X`H%53s;vqHTC5o%)0WB`t3Ilw zGp&EFP#0c3Atqcmy0+5 z_$>QAb2ic#4<1v>uI&Zc9_j@`Zo9lhuAYF}g+oVvrt%+6_ue@_|@+%b) z%xynk$d=S{fTT3?wB@#S2T&>1{~gto2N%qrz8~%rExnahKeK*1F2lA&ijco^#QijE z&J;jjs8f{wxsF&|55tlrjqpWCv5(aI^K+~JXJSA?$J1;N3LjV?$R>qqDA3R^DfGz;ctZVdcl_2Wqd-w|GFs^*}iMLxfzmQ zw43=fPUU}6jxgjjuzG1DF|Fy-!N5K;vx}b}p4>n4pGy!M`%x=S!DlRZ%t~-sbiNvy z2cPPmi^0`NdcP~}$c&65MhF4yx?g^D?_U-eyAiSzhHoEtC`KWpOd|)QNF$dB5~8G` zv(0VM;=b3T)7e~9+<%W9V7oqkm7$=1Y342v!*WmiXW(WceQag7{!kcZ#r{ROw^8~IRFY7p})i=W$0)3i=M zrHDp)g|h3S0=eBgq<Y|06@(>E?@ zMiFV9_8)W3XX2)H}~r}`>j*)%$&-XSryCE&AS+`ZHNlfStT)YQ!Ox8`lX zRlLxRqRfnlEh5J&Ajv3Bl-9K*Vbwb2QdQ;+>U7$E(*xY3loIHgsitxx+fTVWTa1^( z6Tb46O?3@0aPWmlERcl}<-(0+U?b86G%$iKs;mzWdwNp#V zrqjM>;^c7UDU%oemoKrkOSG*y#0cDLx-f=~lt@%QIi|uExRyfd1Nz!6N$(h>NKqzM zj?mCJl)MV99`?u&!^O_@BLydXQ*UU29;^Pl0_w8S=gT(bx-=y&%B8KAEgj>Lt8Rn|!TcQ5r8{ai&zONG zwnT`Az=806IX;o9ji`%5qv*gxcv$9BkBc>*M4L}TlS)tRAB)XOHri(9L^d^!W@+b# z-RZQ}4Zf$r8*G{y@l*HTsZunUh;}|V6Fto^(IEIeM8awsXc;>!m0%ReDO{dNw3`S& z_Ph>33qszy8$O;cU9SaPd~)RNnyacPez5BCU>fo`n_eWmu7<#0WvH0ToW zN?J%SX0`ltn-T6i5V+L-&z~uFTDluH?#LVvf*FQaLz%zoMoL44hwUPq^+>0BUFUa5 zS#^%dk)Fy#m&|4<_O_X-k+ou&BgSQ448yW57`c!|FNFtrJ4|+;tA3rP^pS&s|kg6XI(l8Hyu)%CNLH8 z)xhS%!$5$W^>;|jG8E^u9T8#iYnGfA2m**a4P-r8bSW6^C&i;_3!yTT3F)=veffDp7|}u(RF?k;Pdly&JyY zL?^?V6Kv9xh}=UlW*Nbt_fwpq~0$}yJu*=&8a-`A% zncn+ur%dZO#ocQA>P}){8W-35Q~pB6K+go~nps7-HoU@-L=3Y_*q|H25{i^rhQK|p z7=rGu%4la0UfuJaTh)pGoEgJKhW>ETszr0E1ZsOI%3#IbXl)*M!eHVo*)OfjB!3zL znHYDsRCh~NRu8vPv_IQcOkSdsS^Sbxz(}&g``7C#k4tQy#7tOUDT8E2Vec#22tvP$ zkKkd=yF9&YWLrI`8OH)hb|?}%Cc?FRKsADq?4_(76ZxH~{^m4oMlj*8pBvHwXJ5lx zKZ2V*9m8Z*huC=KPvxcT3z(C_iAw=`ZkFzSH{+Ix?qYDz_iA+_Ll_Jh5%W*!}Z^;~MAVSRC$+6CJ9x5nhss+*j zCnMF9t`h3e*p4axd|l&?jL$rzNnwtit306K%7_fu?jXUbCz#Q(9NPpB`u%0SmK{hE z)V?SdWiUGL{ZL1M@Bjx=KOY+fEe1z{^MQVhY-p0i3g+oyAC7yrId4Sg>Y*(jh1F=q zC~)Nl>IgzE`ZokYH_9#V%KT&Segw`FSq_3JfUGFo^9o0Se7hY65sjRe{aC63N~V3u8rwb$nrQc~ z{caQEeJN38iV$|*_wvrrrZw0#mVC zLj^*n<*ps+l(*j8LBepFmt)A?9#48@I^D+JuqLbM;n0`E^KFDO9*qTHE&TyV&Pvb} zM>t~DA2l?x4V|oRAf&+ejGaN>?&^3*L697BYEBVKdMqL(?l(sp&}fnA$O4+(`G%~)X$A7i+vv}7ks+e05^EC=Sep{JehlKf0expT}p z4{c~&?Pwt=;L|FK^@MyII6>{7icJb5{6zcXvYf>avlJX8{#~QV;OW#sfNC-~QZJXrUVMuwVvT1UOcSbntNRk2d-)<23 zv!8zKoHYb5SifbCA##6P;Z={lg%bEEv-MM$JLRJtMrNe;>LiA{1z{g|dwQtPH1^6c zI0IZj95Z>}iZLf;BR;Gz;oHE9$hxnmdQo_@`8l-yx&b$@ike+YWUutC(%cOV{)zA zKaoC66k&U&@9_SJb6+vp8HO~_-j`8;FGkG>LrRRwbo zcTk!M=T5-$$I453W21A5VO+!Ehm%FE_j^%ng7e~vLIx-=Wu%fWfy0qc80@0h+0r!i zFq<44{(WrpJSHqVe>pG3_q=(uM9y~5CXlb+_IGV=4u_ zakIU@4%*GX5#u^0B zPU8+vdAP$|YE~ zMbd2VYf+F|2!c3m;G3}xIfJgm3J&Mzg`i8x&dLzP`VrCY$4FSbO#3crqL1~6sGU3T z#8UXr0eu$ErNX3kGM};fS4pBOxv#lBRkOE_)YjX5Jo?5016x|Z6^(jPB?xc$TSZO| zB>TlUFIBuiaEAO9kb6LyHv8cB%q^+k2F~k9$pnOH2!ne-^%m3Ah)96+^mewf(AT|S zhAs`NcBHWU0&>u`8pCauYBB4#uNZZ~ z;FA!vaH`lz7O*Gg(prFCkKpVF)ktBhSivt7(}{NTqgHowz=^^n2UoSM7w@uT!Zhgj z%uP+sUbtx5<~G>JpWZm#!*l;hl_nFcjm^UjB|@{Bm+Y7+_%!P(vXUXZ5`3oL!lqk4T6lb%13Yk) z?u+@7tLxvEVeDdGJrjU(p9dVO=>LZQw%z|2p*p6PIXw$Ya!IadJqQd*_4~p*;B! zHz#M<;|6B{8+*mqt>h(lXRyZMV&LOkOX^q$;nXm|Wz(=8keSB{pm61hE6${7KfUIz zUb@a_w!N$0tGs`z*nLaD{sfGvpT6p9haXgYL;Dzwl!S)}PQy*OBBZ7K_VQ4BN709b z4VEUZbcP>Ep-26$pt&$0l_4Ha{|4%}ihD+N40D%jXMR3(K?(Jyh@0B z7$aQ~(VIFM?8KG%)7af)i^ZQbwJQg;+b>{q_ry=-ukI5K6%Q(XzCLK&BC$=b0~MAU z3tw@jV=u{F{y+wc|b`Nv` zzy~Z1&iwY#%oVcls`` zuJ-BL4$#!utgXRl;vETG5>;r2PF33Yb`#4Dw2N{YuoZ1}$qo=Y9CwqAo?$sA@ zZy`~z$K>00Lz=dOEZM1xJ2~l})>iq>E_~rqOIkCft-mml9=~a9Oo$Ji#FO&Q@Ayw!X8wc zaNlX~E0ro-*}?yTX{RUUl_O|1W`v-+h3joGZR!ifIPA1P15^(lAWe+pEm~k|%&QJ> z8e}A>mwmT*nxh45rPwvVTO3~X=G*1%GY1=u{Yj_!TgUC_E1O=|V>UeZ*x{SGZzjoF zZ&=>t&;G_=_^q1--iF%#Q$b*fSAg8ae`iMAn2eqKA^(T#q~=G2kdDy^cV@HAAQuY( zS>!g^j`XGh{ECDEvFW2vq;zXuqdkE`JA>4-w8pya7ei{=kvOb|mjk$&4g0TI{^JJ; zp+7E-+-_Gha|nN6-@oieP+!)~lEMS1P1*J2VCs}pMRbsRMLd}4zf|Nm+2bP={^?|W z;<{Kp2*Xw=qBtP z>qqGDWB1Sfr8M;RYpiqGPdbb&;n-bO%lB;qsWiy=#H;vl; z#T3Da1UqJsSj42?I~MnLSi73))!{v#ffaZ;{kgm0#o~eQWzb}h0$5sljxDz=glS}@ z(awH|JIUfO-0S{j{Yr6f>fJDcV4vjxH^R{`7|YE=k@~y8XGOEZ?=1f>7hn!TfQjWM z3`=#wC$!Qs8}^8kj#12X=5Y^H@Fuw&1ztV~YkF+I(IAM*54<$2YS{Wn4F8FUqXSbbFTZ_17Uum_1S>P*1p zTo;UE@7a{#J%l|4!IFEKTkUFpsjkH7F5h8;UQrH!I?(hmrH8D;|HdBs|6!+TwX^Lh zJQLt?*C-ey0mwQwoex;p3=T)Y@b&i-cXcGlm-Tgc6rGhO6u>R61h20KuSS>=m)QVu zG_6l|o1PuHF>e|gbX4K|;%!mG=>Eu{@sS=}Tlg3*{ru;&rvT8vknvIT+|6@sLEGT` z9bAw$EO`=W1OUe03zc@dBE~=4ePW1d`}&4^$^hSnFIeC@7FNvgVC*jEIC%teeeU@* zo)AHj&WtHpj_ihS33~4hkcM`!^Kmu6J*gx7AAZpz9&h5JOj6EW{k&GwCXtP9&`F89+ml7H&zz9gnt6VXqpX35iCq4#_XKu38qo3ycMy zyIrX0=0TmDb?MBvfc7xC=2EgjXd)51X69np= zx+23(pLo7^&y*xsc|~JMB+z4)3;1UW+M-rFs8Q2=p4l(ybVp|Soh+x}f$1(X59~UG zGg-oalE7kcgE0|GXqUfEhc>OLAy_HI>2 z439PO40pcn)A$WreIwjL1;gfs7x?Nl)-vXXJBOI0u8i*h$jncq9`9Mh+F z+?ApJ^CmP>v`3}+7nxwPlOd<)Y)EZ0m36aaVq|!-+?^bD@o=kDf9Cp!b4qX%ROYmK z_h@&N88iM;J1;S-Jj!FFUCE|1f3-X6HMDr=R^nq!057O8**I_c&8yLpWT3}S?ci^odp#Lr8_TfQ5i;odKgMS)6IYa&{U~HnHQVl`0@{sKfB2G@#QoZOuZP=> z;{J66LKsJN6b&j}atj+s(apZQUq36OlEPt8pE=KXYVy)7e-{I;tIh0Q^yK#*H zj96}rC+ONAr*`=i{umq0&7$hro#;lUZ4=AwDplY3bV?L0USso{Ey+VlKh|FP53j`> zN?`6=fBCT3ohzN??(Q%N0P;P|(|xk*wjuVxVThSHkMS6&V-O`wOzT=Fj zNPcq3y7I}f)%COwNDkVb~a^%Rr08*Opo%&rb*nD z>k3i(uJ{J4N^eVHWHd;Mh8O*xCt&gv`Xudd6@^D%oxb{*63G4+nb#sbbc<%h434(L zSCcMRW*wGkpBDs65+A=B5G_Eovue^B@XFOID&Bp|+&$;0O>s$OCcXVAFpE5tKJbLt zw1wKTq@~E^|7Y=637~AVE_|XhMQlB8Fkbqn{@Bil1k)Qy+yo|s_jxTgD=q+ zAXO<+n5d`5IKI(2lhtd2rd2(k@v{?g&*1^KepUOj?O^pLc+`!eXqCOo`VLw?Wqa}W zhTknrm)f@_qj++wYn7oEKMi1Tp0$yxK~8m*n=lW+BzJ1zk{0BlEEx$oE;9qyrk^b zHT`CJsD#LOQ1q)CIovPrVS_bz0_3wlEpMA3n}`nEGZt)k1!jz#w#PipJ)h=(w9k!; z$=s5;yFV5)qaczb(BJkUoN}1)@`j!cwu+u=upfo?8V^V|rt(T3wVp()-=-w)sV9M| z!UJ|8GB^ba=a=UNf81HDsjyq1Ft0Zkm1AwAQYWeme+7&>h3AI#b3wkSCovHJg4)IC zi%IyUZ8wdMBNM3t4HNPX^J((pz_u&znp|{B_Qz%7Mn#ScUZ};awkW&dBZ#q5pm71C zOQ^!#dP1oAS0A9R$?_zl*=nHg*cK7d&?lGTQ9!vK0oE7^3XfiV75WM9sP!eC!0qGU}AD~PLok+x=OO}M?>{hVk{Lzi9Ro$7nC!O{}=E~ zp~2_{aUPy=_d?lb(po$OWOI$R@}_pUys~dM`dGvW-k)^Y7fYh8`Da<2&NRFjm<|+^ zxq_{8dk|kYfUery=d9$Xbs#GPbv&JXgg#)sw|ZsQh3iOkXRo=thIen!OR(>@d))uW z)OE*G{r!JiRzmhg8A(<)Sq&vAO4&2l%(XKvu2n)-$OyS5^2xr)9#_Vd(KW&~@8yzp zxmUR48ozfwpYP-Gd;j4-_n!B;uk$*u@q9jCzuW8++)mvIfZK3pUTxbK1^^!TNcqno z?3n5xN9P4qP1WaR639)B9@<=Y-n4=B+Fbuc?rT3fGrLNvej>2^@{cR< z<`Q&5Z6I?ZdP2BTXK|)rcPM@Qin@IDk#7_p#5?I7nCW0x_&+e=U52bToBc!$jHt6^ z673wj)_Xr2`%wL43o2D{$Q_5EW?_u@k~&wFb>S`EIuCa5+~Q;6q*TuVYu&nb+f z@kNPifDz7KyKu?gI=cPrv*D7k%@Q5?5dmB|y?jlran`xVlLfmdHK1%hnz~WR43cd6 z2k%-X_%fUe36$M*usgLLntyh>Ei zvq+jLw0?IBbe`{Vt@g{oXLCHc@1|SbhJzhw2}eh>NN{|ew!iR1hZIWi+p{P;rbD{m zqV*G1cD~AZra2xGOZKLh`v!Csp#ld3GLdgM3#EUpzkSd^R<2ta&WgHK<+R#?+(HIL+B>cI zb7bNg)EuTCvxJ;&%foA2{sj9N37#rI2J4)=Y6px7qk^-?^^duj^MU_8c05W-J=^JN z3sTlQ#MF98h;HsMYBR@uW26-gwv3j2l)*IDZ6S+y;{pIIS1tZU =h18h*)&NlzM z`JS0QNfrhBXiQm$E${*&`!3Y@e3q6Qhikj08f^QqGzU-t!|eN)KU8i+Mo4{tU$bEh zlV8$l|K@T`{$!^vAI`2tMacGR_s%+J$er)tWD=xG@);l}2&I(MYQgyCQc z8|+!6#cHnv@^(*GVZ9%VO+V<7)0@ln*E;nFU*5TpUbi?i*Oi2r))W_bp4pcXYoCb_ z^}!m@>##Ha+y~W0p}B))9?lFbdeHVfTLa=MYZ}LOFH`xeX1o68OVHG@C@HYz9ikCN zBQ+J}=Zn-C4w<{S^sGmp%-_ceVSn~iX~NrO2kQSY$@kxDf*Qd7@Vj%*5EH7WJu!ru zeuJ@!WqLGY3bk`m z(QuYoe#>V#8R)WzkdcHc^iPXXUJlsJU9Co^C2oHi{(K;#Q=CzOrp)5YH#3f zmKZ#fLvniS$lj3yG=h3d z@wijRSGYXbdE{(bXk`6V#i#$Sn+`MKfkk<@5)CEq9nq)tGp#+!z`%fse0KNuuW=_k;$?^H2%8tWl?{@%hA* zAC@XscwSFe0LhcR9xm5r?V)%2#v|Lm=8wN!8KKLiUIy3y{$)U;O`Ui1fPT`2fgIu9 zgJ)5pE=5zg%DkM%m*+JgJhM#_sCC6iS%*Ey>)_^TVWuNB?T%*XeVg}nFBdJ}IRCTV zC{1bU6`VGtRyc3l+;rA@UZ*ZAiYszgblSKJ7Td90wOl@Z$%0d>X@l{eda@lt?Grp@ z_3Iq~_ZjoO*|8WXP4jF=YJyVM_tKQVQ)NPCsjW9)a+zheA{MlUuaEfmwMo`8?|gJs zt@oq|A7wuyrdFv?OrGcN+PPusNr6P*)mSNn=$uk^H8rAp7OvRPoiaQWmoci3RAk~(4? z6DUQBs9JV1c2F~hmr_+0vDe7oM{W+RkPUD-0*q+pW(F z_J^Cr$s6Vpq3=oFnL&Ko_#1b0By~&FKpY%W_jb(wyJ^3mJ_6M)+to);T=@gDx*jK= zgm!IV;AcXU3y$N)ctqCo;|^OM%Rc&B{00<1vSWdh7#H_kFgAldE;r`j+EoklNC^Qt zBd5iMWZ(E1G?$KlkkqQj$GuXwjdkwbSEqomG+UNZkw5e}D+g-T7fw>D){C4Fj%0&m z7`pSAZ_~?KGLd^WoIVpb@GQR={pR57o(5S{QC~*3%w?Vl$%ctm=|>0z1A=DMb^cwd zDSn(Sqp=hn`Uc@pZF}Klcm6=Zm065O7@t|Fg7GX?lJAd=TtfW%b(|uB+*{PCAlv12 zLz_u6rLW|M78L}*V~tIPf(%8U=cmIRD#wh@!`0oWt*KB{x;9*fSC zsCK8XtKPLRCjFqc+e#FflI!w9p>uJth#%@<27_Nsx^RXhVVmnRd+Fsi-_&uj^odw^ zcitL}CM3eU!)t<@V>JkV@sE=4$y7nQUA^qpt`+|^{{RM{#NNG%qB#;3oi*!l39i`q zbD~SDMtwrv!aVS8jkqa1>7_-YBCY#zFN=P$_C%$CY?-2 zF6sxe9nf6xMoiVUcRVAVb%;MMk4m8`4I$?;A99g4L5PjlV>tm(;oK+{Wl%ql!V%%j zAsZ>_Jh(pc-_0CE1aO&1o+S{ z^gilh>+6BmxumHtK+T*;Ri~cmF;iqQ^3%LCke0xMe6y_Br6=RQK6Qe!_@-#Y5<2LW z5-%pVH8p7ZBG`R#*%h(u`Wk%Vjv>5TN)DgGEJ#*#ABQC;XnfA)O7^&<3LgJTR5U)E z)j6j`w#E2wYU)c;#a=yVT(1=oPXq|*{l8KVDO;rh^yV*k0#ns@_ON7(hAMB)LoOWgFxE1(Fox;yjVYkOY6c_rxdc)Vnvr`1V9<(T)bFa}<1Ak!P7iFswdV zCwXj4q|NYTl274LRK;8($k>+ve*a-(hFL!rS7FX#Ig-`=}6dg)SImfXo@i_9f_(`};Wd)VAGBqW4(UOoI zbaqDGif7f%Ay$z_CW;v3%I(?AoD3-F=;?`P-I)36nB`zls62;XaRmxbk`7AhpD3*_ z+ihN;ALV0iakb!m(03Z)Byq=DU31tkNt(SBz*4gmGaK{6Z+gR9rfNNU^@88q z9o#3^?ve8CyE{(9jl}?}O+JKW>#5oG{;)ba-obByQr$(6}Q7c(-j+&fS51%h3v28HUD-H>~);- zcbOU98XM349LKW0`GyqAH{=n%@49wu#)W4ke+SKfvrPd&PC&!k*G9=v_@ea)o5M9T z_5h%M7qN+Py@3msv(`Ldc|giv#VmJ&5LASXc!|aS6#0(a0FFkm*3qA5w}Zm^YOr_s z@l?6oLK{RsRG=iZ$4(c8p_KQW~SRVB3 zQba8%cwKTc4JBJ-RA117wam=zXZK&)9#v_U{9j8N;rcv(+)3`#pzMxa+5mtY;%Ey? zuU6tOiejdd7=${N3sFs#LRGw+=qzb0)8yM_9Q z*$(CR+3|r?SU!Aj6+c@Zmoc}jali(Z1Ne*!6pEN}uI(zv6Ay-Cy5)0Ziey&^Mo3r} z+3xjicCneyCbOEerN65Ekr%xYbzRXr)alw5zDjQD29A!;B~8tadIK2M`n^OIN$Zsp zG=F~hdR2{N=9{r*U=j|ae^+&pWM)GQp$AIVP|yc`G}}!)dPj4RKff9}L36;vA@zb7 z6h2PQc-C1tqXGO(Ppa)NzkenBc5SUb-Z`A%p4+{}zZkT;_CB+UZU01u7pos^06pUQ zd;}mTyFHjw-uK)=jbLUqA?o4zjmO0oz^b4*CS;6dJh}-=qc!McjfFE`6I=-mdwK$f zLa>OBAKGr~^}Tr_ccE4m*>`QH^n0StFQ6LO+#i5Ap?`aL9!Lqs&=Jajhu<|qfuSy@ zfrtG2EKij*Dcv?Ga6981puDlIvB$1(HkZChE-+!;2Es$ua>(FB!LFd%+PY^KIM-^l zQrh2$B|prC3S-rNos3xYtV}#>ra9o|km?s(JUO(cZecVGCYQb!N;%>tUB7X3Lem^M zYy0b|wgU_9dvp(g+I43IGPyz#&$VDeeDp#1`Ms>P@UI{72o%f8UIxv{;+3Llv7sh|F+Y%c-t}5IRrs;jp`Zk#_pI>cXL4KD5DIAris11|uhOAF%D`hZrpsPgrqP(FfAs zUcW|dXLwuKbzs(?T)p!%L?uy5l=E45G7O89dpKwQQ04)d+>3r614-DqwCZ%nbF2BA9YNJj>HxQk0p^JtDxgM|CFt+_W$>9Yh zWfH7c5er*Q&bD-tDQ~6#I9PyXwr@Kbz*00^uoU?Ea?z5X_oA!pPe4fn_LqvV zs$X%f@wP-q&cg^bB8{tigUctLT^kqeWPS{9hlbQ1h1*AoM6~#lbkdWCXgzkW{2`D8 z^-yqq^s`%lBUQ2R!O*d=HHZu+O*|#)d+3E9KQ_SY5wHEuPyyQUtL}ix&|O_CItT~~ zIRai{jZD%iRX5iFZ)=o&_N*7p@8_vIV`cTiB3f0hks^s>fJ9}W5R*?Lx=y+^3_%a7 zySDe~`s7DR)p&$?BXaEp>{@ckNs!v=k*4#h$W}*+ir$4dz`hoA};rNyX2fE{DBIW(S zN)t?I*&%?;Q$(ow!O3`=G?rz@9gJ8+*!yVJ36S@0>sB7iiE_Hqo9XZA;6$D!7k&9F zAiTS6hO9K?lRVhN5%2Nc0$gL@>05{JsbBt$nPy%IqM77Me*}G&#iJsq(NzgbDNh>v zG3Z|!wlh9(E*9fuk?l|f&o0{ri&bwfT^bT7K1-D9mbny}9Cv&j5dhm(WG)+vR*aUsuUP(&Om2@Nyx;=(L++SNJhDRLzgHvcD@PVhJQN8`UnzgH^4T3_& z6omu!kx>5~wKFn-Kva$kkidq&QAi%tQg{onpc}p+(40U!foBwP+h`=*yk z_bc`&oM|DfpiOC^jA%?y`ccBplerw&A|W_fj@w~cB|9e2jK9U88iwZwtjs!)ZK&>wGiPRk=<^%j=@?H%4XOEEZk zhpB@t4*oRtEp8V!tfTA0<7qC%BR?{-^-B5t2vDKlLTLhI`tcTyi&w4ytp-W+0m%clmrM zhL?iLlRs*V1xw$94vL!SZB|xY`Mc$jVn-J%o<9%_{$7JM)|$rlS`!AYPwPM5a`uq3Iepm!vruAB-Ie%lVo2c#PUvS=jojssKe6gDtSU z-!Xnaj{Hab={oCailBUxh0=-LMIE0w6X)=39S6Q1KGt+!onK*>KfM)w z6sOmAQ*U+s{Gm=cd*Xx&BZe(v!Cl-e`odefG7ckB^pV1b zM}&;3pqM)!Ng>CzzU9SOs^MSV1(v#@3?j&=OIImGnKbyeF3CDaXU3WK8HTkrdl4&u zlovx)2kNyL-6PR}mfh`Xe_Vw1%==+tow2d&OSCWwPeSjRqXxY$X7L<4}V{A$3HFT;-tLX*Vmjaifs}oxPhOg3YLRZ2 zod@4s2mmiSl03^0qGX1WYmAtV+j?#lUC($@)^!jlqDpZm9&hL!el=X5&g6jYIij7d z^3nOq)~ik-5-xf2cBkMvI_5hy<@SgpCC!nIeNd}mgUTJo-Wok z(*zp-3HdXo-=O@(~-RHo$9HQh<7+q zcN-R(SI-Q|3*oRi&@eVhV=C^hYCjcYdbnD;M<`pfv~%}3yGH%u0gb;w`_PlFGdYHX zVJ!u1|GI?H1PQF8H#MN)q`R)tcL|y-nB@!lX!Ys)1}CA@=o2u9aecgtN9?tBihZ>@ zza5~Mt;QBCb?Zb$2GJ}#h#q^DkIy=r_z@7A3BX6zoRN1JZ5Zrvk>|Db3_Bl~yAQ~> zO;mMFE9`q*OHgh~`nC7&%~#)cGC9#LG^}87door=ls~aYPIWV;JjsV4&=oal0Xw0s z5@>T*`K39zD)T4bWQ;J|zKCuDX6u}G)RMs;Pi-Osl zhIAS+|70+y>aC>^+-<@*mLBPkktM@Xa0kLmI`3IJ2m7)>(zc9F3NONs+5R&$)1M#M zSARR&{cAoCB2ISSLA@QAX8ohkZ`$r!h-@kf+q3UrSDEIT<}Dm4Ps+M_?(;;zT^uVr z@KL)`5yKgFgn}M(#6+)>jNMk4uxicm6`3#1I^A6TiVfntRay!KgXX>`dFAJa1F?F! zLDc|nXYpk3oMBsWSi{2cS%aP8geQMrNpS^o$N#27xV65xsA7YJ{6HA+pPkC>S?Eif zqLcZ_b)urs*6uW-s9Nc?q3R}AcuPH#cgNJ`)lR7T$$znL+#a=p6BuaPh zq`h~eR`VKJ`{4zEb#s2(7(zYJE}pH|bsIZ2f$g0(1P?SEc2cW8Tba;!Pz z&CzP%xg=B-QnpT8>d17YVbMy)f+GZHVr6?IXghr%kA6y7`1ygzN_%HXd&e7<$bQy= z$$u)TOVz?!smVberh)guj+U7zr|4KIf=-V2C+*tnEyEbbSf>GYZb3j3>AVlSVVk7= zIrU@K94yKMX_9)Ro#7S)J2?hx`v#>X3Rag$9#7`uVR$A9B(;%$t){5&fFF`w3$|aE zAWA_yp3fZk(Ugq`BlY8@`!ANOoyR2of)j_xR3r_8cU{!NrA)2ZX=#E7e-6ARL7H${ zRw=CVcRLm%Lw`qPHxF=lbNu180Cswz4V^~pS29W7=-{!x-+WLx%4 zustE34n&M^uUp;+L=Hk1+Hm|evNYsmzFUcCMDU}*mT56%Y_;6R=nI%V_A_QL;9};! z$eDydVT0}cVzZwUlgVv;O=p05Ai%qhPnkddbkdOM8xonWg)ox$r~(+j{ld!aY7`zR zE3_|!P5nZ3<+hNgpm|F~7gvPM&Sb+bRi);_kFJQ}>Jqw2;@;EojjA}`eOCGkX?M`B z6Yea1kJu6))65Mhc0z!3c?m5bKW(L)LZL5HzWq*TZKe2*zpd|SwKG}qd};IY0hlaM zmT%n~f_$IPSNU-gKwfUtX$=z5d&64(mAt{pK(HKYxyIGhlQzrGC6 z_8mkeRvIe1kMxtmDu@3bi%~NyP>VbvJ4U(_(Kt7q0UREO|1UllU z{9tqH>0Q)DcbchK6*kosP!|eoHxxE%>#z%D=Q96{rzf<2c)XDqI-?Y|@!j4IB6S#m;&oJko>FKTUZzV0 zUFy|xz-Q(I`iX^;d56SR_)gc%d3E|=rJ@b1gMCpKrHXiOyP9h~oa(dJ(a z-|DQfdTw;Ogd)M1v2z18ircXB&9{y8^h#7%Lo1VE_7Q@H0tYs4M#vWrYgR%KmLI;W z%Ky@;lm;PqIPD_8l+Y1xVKiKpN{tWQoG6A`8GN^YTQ&(xvp2T< zm|+$RO8k_*Xx~!Rn6QXqmr1$n5$Mxe6Yom5OAv_J<`vB1ebN|{4b=dW$4nF8VHNQM zmQCAvZiZ=ikxXNjqB3|Rzs`JbFa4Le@${HtKH6tS1rl*?xDHrE$h#j7h)4OsEMik~ z8}5{|^VWN}>bARd8XatytY80HhFzLZ;6=Pzuxlt^@%a1O%Zv7?#@8uDx~CphMr$_u-E^Wfz1Q+peeGs_J37d$Ze9&K%%!F* z7Hn_a%*B$-2)Tq8OvZQ@SSFkL%gXR!d^KYw;6#-4+H#bhuIrPZ#@w%{o2lEyLrsFt2C7*}P6+XEq;kf1 zDV%~p_~YhKX&`6|bE5Rn9zRkg9wzO;qOZ+694q!shrmaa5yLem0GX`RMe5Kky|G-OH0saZxYY)()DOCC^ zg$_I>6^+PUTvKsaM_uWkbW83S#L zk`?_YW?WB?f%-pWNniaL^$EnuIS03U&0rx)c;a9%q&RSZ4mA8qXT2on(Uo8GT@!F% zkA%4FPd*le_bGF#b5q{6v#4i7m`EWvgES!29lTK@yAgoasO>!ofm6pV!|TX&AD(Kl zFzTxLq4+0`EdBm%X-3f^is{0-9b|k>?H&Oy zo`W?$F7DcQo@Q(q-^N_xUx45yb(yWpe9duntbk6C6V=1`e`$ehd7GGe`N1W|kf=`} zRQ|0{*Xp`a!TcjDDouFIK|apBT<)Wb%W3fK~yk)$J4?~TwL#kEn0|z9G2(aWtlUz#4gz$ z+2p|QUBt;`aDGxE{CSycS^u3{?ZHu1OD^TobpI|Py!*CG2jZ^lN{7qOrZ&{x)0+EW z55K(~k%&skIYA_e6J_@q@00T9;>_;z8b0PQ6xT@tJ@}Lp3)nZWN%VwgPO+!<{7;sF z0IfEAr^7-o0}{;usn+@vE_khuKA*ON)~KV;6+&C~&?L;D{_Lu*z4ue+d*p5&$voz= z@e|_s5e2=fD<}KIO!gYQ>=iB?+Z^dftec%4Mgj2lg3SN9GDHE>+#Gd7Hy=$4K3J!Y z7!mduy`7=uo7 zt=Q8Fq$Q=~`AWb`5itxWRwgaxRg(zbx92Ob2uikv(*-vcw9U~8-zQAh{>|bFyZ_Va z`7-w$Cm###S7bmx~Xbru-!FDb-lx*C|84UGu)fKUR+rRV{v{l&P8YP7UGzXUw z6}U?Kn*~S~8l5FSFU40z*!e~TiMP#FFC3q)6tLsSNAa(o+kgI}VF_@7T{^;>zUbYW z4ag^};N%v5u$2k_{v(C>k&q}hW=$_W>%*a%pxJnC{_ha@kz@R&de`ij0q}SKsrH5A zw1jfme;RcEhKs<%@9-A)pkBr|;MRl;##rrAus%(Vmclb+806Q6_>5ABK6Nv=zMbMY zfOIi6Twd##(=V}jStgWbuwKHuXLu=?*K7tJ7grm1Px;id)%I8;D``-N^wP^03_}=8 zzpRxeX|k$w8{*nnW@r!3lonHHR3HC#wV=T)0hFF2&mw=7A0b2rB`$k!3*QKlyJ1K7 zx{m;jumo23y?@1&4m?rF+;@Aqi6}U2nAXyk5_4kF^buR`?4gIli?{e!)S6Cl6lSx8 zoxvF~uJ6m1nPv2?EIv*#M=+VKuX2}88=KFwg&m9`QGf(b;AN|Vr#C*pB)u%z*z#N< zvXjcQ76l)N&*8+4Tgs-nE&ed12JT;3%5vNC&4~MBbQ|_}F<j~h9Qz6Mc zM{~a$(-yp=D6PABz_t6=ZtmW=M>;F4jTAeo@|DrDayKdJdO=z2$|q&%ZG-rvcO4rW$o{#yE`h z-mF6d^s@kAZ=fEfo{j!gveiDYaFBYNt3_1N2arS`$f*5wSoze~&*Jn*Ujy!uSx=cv zEsxz;?4Y4Q1bd)hgfyTpteXDi{;ZF%HH)L=T#ahP^QID;a-rC4fADj2#C8@C9gAWUnc&P2Ego|>Bdj?2; zB!#={6xWqXqx_;ibVD!r(vNLq1+q6TxE0xi9OUrzK&r7MpWu4KpCKoai*Z}t$%Bxj zc&K~FR!~0_5MXEc7|!E}-LAbI6cWi6scEwC@?eD3?#nlg!uCz0(humT7T+LlOb9tK z*dZ!&NMHIs=)&~%Dn%dKrGcqd7K-h^F|<$tW9~aktj+hgx8uP)Z#;_@w~%v~!~)64 zNzB?0d2m8t9u4FMLT|9PYu^qMT*jE&8VrcvUFFRk{B7&Nm02cO4;B5fp4^tnKt}0Y z9wg{ysYOz%UXJH*;Ds2&m>TFqg@1vieX%s4n87sJ$L!?1LYRYQ!Xb;6XKY0GX3tA3 zDQ~No!EvIVu}YxR@`0Gw$13ArporP)x+!+J#<=|yhlFjXEe;1eJ)p;1#BKE+cf>~y zExe;q^rT6mLwd&Occ2hytEuExB$ryCX~NIy?RSh`p#5q_)%)n)s@kiS}oa2#h^}p;R?n754A2|Q?K_BH*w?I$tiplNhdR}!6*BJrT zTUYChAhWf4iSICsS=szo7?r!WB!aUf6U6nkyE&N*2MpAEQwBhfH{<+qn2`Zgme_eix z_pW`ldIlYdes_8*2GV^5Cs+&E0(qJsSpom&0?KdU~Q@-WgaAsfl_~q6nhCUKQ zZ~1B$b>CmD&fy{dTulXB68ZnGzuOvp>-p8fqb!hTR&kr>aB?ziLNl{~n5xUr#hHyu} zX`xc>nFitw2N4HY+1u_qOte)SeUT2|AFchu*=lEJtt=#wlf`oyL+!e-1-5Zh0x@?C4=_s>i+ytt=z% z-Afc8=g5YRulq&mtOGHh3H^U*ke(B=FBfOaV6o!XZ2YQ?0>Eb#$SH1`gTobf$T^h& zX@UKAE&T0BxLoEUt0ihU&?qzA=WZ^nG18Bd+1W5uZrwVAr9F>#CA70w9dN()%w6gQ zJCAZj=nu+2(p5gW1wa~rXzAw@fcNd>b8u}iKC|Dly3M;+l%Psfi{xOVpy?|v+IylO z`_=k3QkC8Y{bp9>nlz>CU4VQB_xfW7mUacmN!|JBL1I(QT1gq5KK#siXF=&ofu@0H zwT{7kr9uQhmAae;bUtQVV1#X%qp8>L@n??i=F0`%9IJLUe0*?u$+}P~Ax9argjoUmS0}mi82E4=&X(#> z`Boyf$|;%`lDUIb>~edqwyI*1(!<%S5B{2>*|8ags;p=@k)%l>MzxyVVmN@ZcDwXa zT9{fgeeWZ}?QbS7_mcPA$MHp)LbsM}cLWlDza^(u2@_y)PYQ~Q=dr>BV(UkY%=S|Z zmaU)0g9Z-XqWNEMxz;kDlTGm2l#R6mYr4?ZkF&M!e!2PUC%4&32)H;W&WD_>?B&Dr z=_i^h^|&pD7}-u+BeUYAB_0*o%}D49)XOA%UE;Q~fV^y%8WLJYSbf;&Hf3wVYDXRS zR~$*3NMyM6e&)LOxeM~%>x!A#qLkHk-fJMu>8-{AN9=j*28iM%bGUMfHo1wR|c(tM$ke^^wM^EO~CsU5Cds5V!Yu27L+ zErfSKwIqK+;>SnhitOJPm63-0;FhedeLhRxZ#l0s`u1r_XU!O)YGqD$#xBtdNAT=z z+td})q{O)~{q~QjF=3C6~5<^Zz}n&f7`E=u+hqkiFhD^OYn0nS-i#&EV;wpt)`bz~D}i zN{ajUeF^JDht1bAMXjTQZWtW>kiB?E+Qq#`oyVHhIcq42x|9~Xik<6DYt`+!_vozx zMg0kF@Rho3+vak<;1I3 zMn8i+!H|wo1DxI>t@7E%0cprn#A*(;wq-|aqu*cz z;b}#-9Zl;-d4s>tl^Ogt`}s$gTc0cv5Y&Vw9=YnIDOvT?ND+NhPc+m zf!R}9r6W|l-A26hn$1VvKt?Qq{*^|3;t(YBak3%CYdf@K`12U=;b)B=(npZ5YEai7 zJ;9#pcCkC$U(ZmgwnK-8?JcK0FxxrZMcm270~?t)e1yFjrp#JJDMQy!EP3r&p{$0G zuOr1(CRca;OTJ|x5`5b{<(9I>_@gCOMh{v`7ImoWn0KIddWkhO3PxVLD z03?^pfwP>b;(o(gd5p`Efvd$!*aa+)wJ+rigvaciS=ZV&OzKu{Nt#XhIN%aXoNafp z;pO3H)#$9p-Q1#jrap;b{Bk4uD`MoD`_ZPsAEnGa)*a|Ay~MWb zi9<0l`FR_T2Ni3sUNFMmA2AClxK<#|Ce1N(SYe@WKvRjlpYzuYFgA4`YnUF1f+CRve~^Sf#|Q3o*xOBn;d(D*HRTJmeHI-&aBWsWN% zLw^?_*oe_)|PMPIKZb;cIVfY6pD}_i+qv^6HA$XMGC!HW_q_0cBEuwKhc;jn>5?j zZg6{xom!Q)?z1*JR75pB%$D$NNu5w|bL#$D{xK@Fisk+%guo>D;N(3Hbn35~t=aY&^bx09h@_?~-dPl2W|Y z{^+;rmU8psIoCK^nv~_%n!;&FbgOWmOiHSYpiDf58C>O0k!M&Aq57`*44`DD-(T^% zeu!RNimy}wVw*z4e}Gy?FY;Ftx5h@`M3XmI#aa-?pIiR!{_(+%Lp`JMeZmRv(s*>n z@0JwU)i42de#45xHzdYRTOY~a>vqhwSk=HtPhh*Z^l)2jRWBnkz@T4&s+&`iaiH8k;qKUwG%4DNcK;D3HK z$WV)+#kMNNLLM*o2yw;d&WDYU7@{^@u}xQDNy(1kSg=`r%N*je@(^NnbbwjE+#iYw ziV}Hjr*Sq*7-!U1Dxr05urvJgn&aGK8*KVgq?+iI4p3na#bw6*3sN!pnB>;BODgHD zEs3mM7FUMC=cZ#{C!c2p@Wvvy*1Z6AK;7R7|w${o)tWf z74bULjl?e!XASq8+n;5tC>_X3Vs16Y3?WE}($2_sNRffy6l9)sU~b*y6?)b+`!&^NGEOILdY7I;*Gwy3o?^i7$kszg zWc`f}n@uIfv>uqKHD0n%3 z-+HxqfhttwLH;sz>d}LHwF&Qb|IIA8*TuXzJ}k-(1Q^oF>(!=AZc4W8pq2GQC4za^ zyE$2M9qWJP$Bz{pI!0x?+tfs*S^tyRNgqYlH&r0LWI;?D%XjMRM=*q*H5U!Peu(ojhNmoq&y7oL9uaSr82WVwcPUjI)ERc{Ytk$TStqkM#czOKDhHxe;Tz6GxIBa_bI zRE^t{4CX!}S2@5i>XUAS*|nEDzIJ9;k8elqw|VZ;z``$_qjV*1F+7gmyVz%~FY)|F z>8qo%C-YSL_H82~@VlVB+3SP=x3?PXc7Zz+2WuG-1r8+#Y{fp)QBu$I<8C+^8gu$2Z)Qa3uH)sKd zz1b1oUdOV;hi*2_Yu#aV{8=^qyZ>!qa{%7VIXdfjzm0z&#X*-?BiaLf&e9{`!Tn7a z4)wUT=ddIhMpSdJf$X6tB{80R?#t(`AJ=(Ri3cw~<&Em&^xx~Dl^{=CZaj;$-jDco zNjw>*A$q(f^T+NOG-j9A-yiTu-bFSB4BALbm}?TBFwV~ZPr%fqC<(#dm@=Fv-lB3V zFW$m3GNI~a?=&X1u<-~X-+7O|E9?#F-JNYlE{Wg=Zq#`N_2A~0I*V8?eo19Pg6x8! zgcE{w-bBLEr97|`Y9kc)`1!c2iQBjj%;WY*Z5D*ZK*ekCY0=edgC2ko+t)nb^j-Dz zcD0Io(3V~y`nH&@XBc8mS$soB8g91uWn0=N+fHNTGoGybb`NzVmn_UZw-6jKLYCY1 z7aDx|2(2<4`=wBqDB@Sk)cON8a;W)hiU$85Uou6=;G{}B{kQAI7(ky{NAX8Vl)8${ zmPOsP*nzF|t-mRJfS6;3skJ|A;Kj?AZj6;!BD9h0qNpdGE_cFTJ>#@=R!`d563JHD z)R9tPN5TYQ;01Yf=r9J^X!Azwm&0AskIy-9xcr?R?a$HS=}N1&c;(Z-{-c(%@+nI~ zKDp&hP!%`j^5*gp2SHA1f|5owV#87n&ds!gtsa@%ofbHqhWL{uj7sjBH6$XZgSQw-=lT+W+IZViHtTW5hUb&dJUrMbj>ZR(S z>3RP^<51Ccrgq}b`ER_;pBGoQ@ln}OIW5*#bl&fXl%(<3E1@^(kJ{2##GVij%DT4f z69~&5@qy{vtaXmsg%j8a?meO)mX(69n*7s>A?}w)6>Fo6%2)FK?W{1gX48Kl%YB5~ z;eK7$MW=e2;e)@aKs+!SJnv=sYyL4$g46`912$}y7^jhY$dq#NrM>R=a-jgv_FTn$ z#qeaSk13=W_(zGJyp&d5R`wm}^<@7>t#eAo-=1F;53ZN_D3ayN0b4d$j2$rE;jpTe zw`7(g%e_|N+W7q=uyX4BNIRpk#?*bbS|(4Wm6>Lq|CZI_9B(L>f0JBjGG_Ash($4am8RVxBilDz-@PUtef&*S$?64kNuaz$#mQ|MXeb>~# zX|M=H>FC!4SG|H+ZYaaFD7@=Lo0OzkZWQP?{jp&CUk&@zaDA>lYEM;FG55ya20X&r zY&1<~cjMyk!Ohi+(*r*es+=DGQ(1)YPb%L#(E7uLoAncJwQ!Hk4&VIdm2M<>QjIj| zvW@id-1rN;UF9Dg#n7i1)pG&sW#Y#RWpb|jv!Nusle}km(#p>guSNOqKkxDXXPrz( zoZ&pU%XJNv9a3+pow_3SRxh8xXHK9vf^%Jev)0Ab^@LYSqIdbwTc0AcK&aR{!65=L zt^s&b`*u^?Mp`^_lO>pwsdd;1)P#hw&1TkSAtlvu8;3tMcoCy*#{D5x!R8I}%JCL4 zey~70mQZsW`#G;E70Bp5x!Vn0_6!v=G>hO5W!p$8UlCR!KipUV;F;8Cd$cPgBU3#= z=7|c0y7g$6#31i`Wd>}h4bGLIBvzO(SKQbC-oQKm+JfZ(%T9X$J0vNSr;nj@M+7HjC?ZnWle4pUg`N~PV)$SQZ^~I@VkBa2zM>t~ zN*V0n2`KR&JBI9B#GyH0(GnO~c&zQv8y6+%WcyO}wtg^%zN$$m%Gx9u&e)QWVe`-Q znP80}W555S>Z`+={J*eiL=Xg&4h0dBQo1o{6ilRRN_W>Nl@J(TX$3(AK_y4Sh>??= zfUwb%j*Vsm2HX3f{@&|-_Yc>_1<#&OopV0t+~>YCJd138P!gMcnY{$?sAU%dhC+zuQG zmPne;wd@MYYiE-N_`(=PJnu5b`_GLT(9?DA4E<2bF6^vV@^+IRV6>O_sMEo7oA;?IbSvO#rvdp8APTmLQPYGv;V9hu1w6;4VECAPa9<}zExj;^S4 zz|QCQSpCg$y327Kh>VJU-+(*hnf!kI%9C2E(W*P83g#y;5W`;g@o@%@6tjK3&7xF4 z3YsIxz1*3`Rc6taS~sHT!5E+I-|T9Oy;;=43qMj9NC}+Vz$Q zRt5O)M?(R22T#^IuSXMvnWv$l$h3I?#UFhcRal*OaY*BSooG<9^rvJw9H1{ql=l`O zy=xlbLkMQGMR338ywLpdmG?hDz=h$LU^IzU!B@)jk&A{GL&l2hzQII3^r+f+kuUUI zwsxq7Nno`V5G?+(F(f!}d7cZMwu)3`{YvAx-@?yj>~s~2POB{sp18-f$9=v0#;ZL- zF*`NxE->osj82KWFt(=kprcSmr8i45@*Uo-5av$}8(0APm)QdfEW@Y)W^cmCKM43i zm%+0&Ny6R2-o?_P??^m8YR!!v{mmOC((hm==vM@)(#l&SlRtALH+u*K^bzDuE1l;_ z?u>57#dh)OpH2`hXOC%tgxa+&r7fYY@C3vMxu3{VTQD^P23?ggQO@U3*m)TV>G2aeDyUyzLj zq6AN);CqcIU$m=#UMI;L&<*sgc%BldVPb)|h@Y2kTf0D}31vCDfe&BuiGW`IH@yHD zc0~8+v!f#2MA1ONeeqGBa08fjfvA_UfwOAn(s-tsGo9y6+Jwxgy%Y1+1nHiS=#c?+IP zbPh$57NdH^aKpX&KQLPy6&hYlCMI7ul#$z-l+1nS$u_2|Il&D&02D@s;vaHLrb3M` zC`=bgDt$CjAd=LU(i&kDd|Z`#GD77o$fzduvg1z4#>OLfQB>Ys?x;oJ&47o$2X0NN zMm?=y{5ZGKBz5Zg+1y-^=uKhcv6QBmYEDfZb%TIn0^H^FgVF9;Q7Vc>Fa^ zLy={#!FulCchr1fk{ar~WTnYHRZgH-1VG{H%PRk@6q62n)cwfOqtU`oUp!ov6t|zEJn)d7D%$U({MW=hl&5_=sn2 zh*sL1nn8V_msb;E= zo0Ec9e)aP$4)_lenLt4gJlr`(<8&^ry#9+<8a@|eU*+LQHA~Tr-z48M$gYV}mEH5^ z^Ah=xy3j1Y2wjZSKOt|@1{f>j$I}ogB+;z{ofERri){jYF_Zh~0(Vk#E{aZpX3SWv z3|RxL{?}E`Pryq~w}TyG=3{NeTSe=tE!sqtAS|Q%{Uga~^G@&c2-FiQLi(~74AlfS zg50c(v#l|X%10A|N^-ie>uSa!xGDZ4vemgzh~);tdKOwpo$yFtwt+lbP5X;>oOA5GSM(;Uq!iFe?I&2q{k*m_6>MV-n-6NdFdz-EF}b9+6q4* z7mBn+WI>Su-?aHg#Ht!#T|1_SkUA)8X?aVU8SUh6`vOCM;%-bG^Hfd;*fEg&(DI#ycKy2Q?5GJ>YnEVLnThKuLCMh>uEFN8bAFSR!vLrUe ze#wM-NfctG=h*+1@WBu~Nl74Doy$&Ay`q~}Omh@=c@f%>rrEQQ0}nFl;|{!c$>W@9 z;SV^`3P@9+|9VXF*hRuDy(K%>OIKIF=H)EfSDfY-fMVFzDG9O`UA~4NtXWTy>-BW| zhdmL@2z;b|y~|@UK2UDMEL+yeXp8V$n*7sXGo|Ih6wp?;xdBgUHEU+-*AG^6A6r=L z97x2`Y-;mW`7P$Jc&NiK!j~Dl$A4BuT-&m+HE25k>;pf56FWT?++QtacLzJ!be!?~ z*oaGC2KMDd6Eyi&ik^~G7opXU7!((<<#fka94DJ_6PK?ZsyFOB^sAEwF>*E@pEW!# zqjlqmtCIFgU509u@TE#&f%*^%pgRH%3G6kxB!596A`&kw^PqvPWcFP3YS)Jcjj#9e zfbcchdBFl*I!Y3Cgw0-9kv+8R3=#|~xs_L1dnSuhY3ccsSjF;-Uefh}fJd%i54dfs zvgLAVY#uIP+J15yG5TO(R1#%c&Yhv&;(x0wMxm5wMRBt8@ll) z^ZMm107z8E_8-EQdbBsb9K;4Gdo`&UpM5hc2fX&4VMPF*_`357Ms)zp z4VmT&1%soz_N`N^`n%kg(S+b$tH{k_Iq5V)58FIoc>PY>>w%eh{*mYXfr{L&=Y@?| zlQpdFl-*Zbm`5Gmzi>uIyil5XS|nF&^IQqfYHP#*uAOM6os8w6=Pl95I5=8{i;EDp z0d2YCH6oz5X?5Cz&g%Sy0nJq3joYW%h6Hq~_WNS7F(8Lfh<>;EPtB!*%ekP~W##w_ zW<=#a->`R+=E{R0Z8wLpF7zEGPrEwl)~IO?GT7D;n=ySoksc4wOGnTd_72eI(n)o) zo$I*1X7PO=*@*%I(b>)_^4JejN?jl_&JA@|9`oi0X!*Q#_4RIcZb);%E7HX8izV1Q z)*VhQH!fB9&#kXtUt4wrz{{my1p#AH%k!rX=*P#@9Pi9yl>}>Dq6RAJ1o8T)S0+Pf zeo)9z6U?2A6z-#vx1d<2nhX*UoNaYa8nvP^d;m_h2O89R;ACq2j#|rYa)8p-CMhC9 zYx^j9SOrNXE*HlCy}Y5=G2-5dRiv><3kmcbX3`*_Br{jPer?&G?t|n2Dcn>b#P;qP>4l%ykf*0{>v*x5%#*;JZhbiZy&ao3!B-@Cl z3*L2U=w*3UM1MgJcLz>}<>1m`>#RAtcw8pFyef^eN61Vu^ojNf;9{!N|M)OAS5^~~ z%L7+{<24=)J`vpl9m`gNLn8Ykt9D>&Z$xm?D}&= zOQ_IfZEx5d0MjVz)YyEZbk&UB|I!hCZQO*uob=Si%G-w>+*>L8#l?*k3R2rOwV-j$5egu(@Qf@NRX~pwZ+7cR3EPQt{QH{Wot>9P;!#k!DeYz`!q8B2vNsm zBEEC=w55Fh14R?g*@D^w?(oZlqGX1=*#aLBb1xH~yf?F1*crkHh{#;dpgF!|QWYFx zkll?lnp_d~WU2(WHz)g$v^2UNT;yweaaMtPt7) z-R|aSTZ2GdA-?|JhVjlgHk*+3I@Wq0L9)lDI_(DKw*3Vb|FHj%g5h6xLY-rnkqH|Z zS$;;1i=jdWPs}h$a5`zS8um9#Ai|8>Tu6-*NJ@>g;WGLInv9PRqXRJwu}hny>ZVD^ zPw3Z)KzmN-mCzX51m(tw8PlEMIHs$a6${9b{iyj}fTQJ|lk5XdB5%JXV@u4MUGjc) z@y@2`sm*?S`!2)GpwU)%|ApdNk1@v#*pUYzCyk{(YAG$stD3$!|eK*2vPcp1Jd9> zt6D$<{JTeVARvf7_uPiS-qIYzjZ{J+Z$bp7swB(LRPRpT*(^q^$&Rw?0_nss2n`b`TmG)I`+YrW!=I1*GUp_3bJYg;OL?Y&%tL%i({Z-wP{_b7I#9{$ zt?0(!BD0OT*1zDIIiJSUQ6wld3Z@QryT}bnDLOezi>NIUF5JXVJ3~OT*U)5HNEU#^ zWa0&6FlZ$XPeN%ztzH{IDBMz=RH;Kh#OpP9bf2g$$Ya&(T5dUBYg6S=Iv+I6zR7?M z%w?}-G_XIR^c zx&1CI5xHnWf{NJqn2UcUh1n6lqW9su(CJ5Os|oP;w+1xM|J&+CB()?_-3=yXS5udli^PTvEZn3oy- z!D|rN5WayfK}ftA{58-k-{JZc(IWIklVU~!4J1hCnq#c^)M^TX>Oif$X;T-0b8`E1 zo!+*Af-!dQBgn`Oj`R>w-Fvf=HBY@qk-Up&f^}Q?n_9rfyUkFOSZXUK;-9zv#A|q6 z%(zCnu$BBs7r2rQxBby1rIR@kNKj-8I%DB?-C5Obaa)aJN#LPI0v~avYi(DdxAAKR z;B#Z@B1fWRBh#U;nNf&drF)%H5>lPvp3O{Z=hT2+G|8`k>VVA3%1bC|T)HAFtOPH}Xa}a;6;-UTQZ+JwForKVw zNypmmAeD#nuIUcX*^;Dbkt#7f%!Lg=?{Zq4*^!q}K2b7>J@Bp+{T>QU_>fdajW@<- zp9$kB?rQZWqZlJsPfliLG-K*y@ivM%ODczC`UC3@RJLtID0Y07EP<&5M5I-nTe5%b zTb4vgu3Z0 z6Xgxqs=gyaDu6%vbXubyHYmHYc4j96ZqW)irAx?~i7b*sli7iWhJCr2yOW+Ig$OH2Xg+!1R}2^n9`DAJH|hZk7V% z0n?&)vtLHFQqrgW)I`q)qlR*t?yu33Oo66Mp_gw?0sDI5hif&=mx-TE)X})ta|C@1 zAA+Q5FZi{p-y9#@4)wgQVBusGRnJSM+10D7mN2bx#EA(+-%&{lUw3L{@%nEbZ3#2!Q&bhdcpgcs{5xlZgDmdkWIRPzFn$;1jmL35O` z?TZJ6)C4L;0s;3OimMc=puTYq&1ZU!E2(+8Dbi}Mfwx{TD|=hbzIsg==U@Rsq8^#f zc?y_#67q0-Pj2T&(O=v2O#OuJLMKxPE+#@10xm0fDwmMEt!G6S+*t60i5|G4Fyw?C z@B3E`nBVQnhQ(3_0Fk?BERpVXV?AVIu-oLCbl-!ix{m^uH_Fych5_5$=)q9>mV6g~ zzGNxSK+dnc?ZIa|NeoZrtbjGOHC2G<D)j8}a8NGvc8>rS;wyn`0aidhr+P0Ju zoh@CGDh)S+nN>C+)p7hrcFm?finx97xr}S-=MSjxxx4DvJ6aR2%kJ&6IRNY}7w0)y z@2TOXc7v8^g`!SulS-RPlZh$U)?g`{MMx{-r>XeH$d)-t114pZdET9VNsd0Ye5cX` zz~|8?jj0GP&$q&3&bg*H8D?(g)4b4KBxikhST%J>E^(X&Ejp@QyW*0Cngh@3cSD;qCacH z1)M=a%&=Q|zg`af2o$Nb^1e#n{V%7X*X8i@n4Xa2e2%YB$zCozj%9n`3Z(fp6p+yp zj^b3uegB>Wt1W6Z^yyq{GuaC0GR$6W{#0~-%vazgxdW(Q53hFr&Xs)jJQPxY^tBA& z9)ruiJqep(4`kbN(O>qF2k7}cmwhJ&mMRx~*;3W8Pr&F+UlbwudADgFXz_Xq^p0!} z5R-_<*+e)7V};yhx<@)izJozQFT*$$EumNGC;r!v2$dDfh_g6Hpie&HNX6^}uW1Es z1Sl53rs{^zvOB227yYY>W*`4haNS@s&XEm2Qoc1+e6x*ayN+DKUT96&zUJA)rdUO;vMy9|YvaFWV(N7P$|P zX!}Ap6*<5*^N}2;0C#wFG?VON+KfUI3Ia5XrX>!iN`_{BU#R5Y*xXLb*@k#^nxA({ z&A@=uu$&4CJDo=lK3bVaD{g8#JS*vmQuybapSWEoX_8pF$(NsB@VZia#u&6C#Vvfb zjd6ophVwk3trZwuW(Y)6*6)spX~q(_**?y?y+$5kTO(tIo4vAecf7LRb$P6UCUAm& zO5PhOjr^+X*;)#c=9S%c{GtV5^t#iiHG44~44l=1R5j6Y2jjlj^Y~Yn^ zym4oQ;w^y7|IZ-IcI;7j=A!=+oJgdZ2bX4eAVKoO5wTxHf>6E6%+JiyCaK*47CqXi z?IQ24Y(A$yITyfgF&0Rs$nu^tL>Ko2UcuXiznw<|d8@8)uL$%AnHSAe-gi{D4XOQ* zh1nMo%I(saa;I=(47*^_MjAm!YX&RWxK9tLgT8tO+Vw!rK~-SIAbG-IM_!gyoQMtR zzTqm_AG^QTMk1j)IsCi_j{V&YwhW4R=$h{Cy5igUpc->=k2}IWMhZlNcGFyyd)U{% zGTjV`@>TP`!&vU$4s5=F7d^{!59v0j{CI8UeT>`KVA7P67vk!eHc*D<4fKG1+Zffn zsVG7T7~VQ#V#h^KpN~oZf=$UA@kaeKU#^Z6-}40SVWd=A1XDL3a|0CpvYNi3N19AZzqV&^_u|(;v)bhYB$M! zY3_}p@=u+A5hTaEHv<_1?}IGjM%7-~Gt58>Pyr>LWh(IoTZP$LyJuI;>bNfy_tbMM z@TwWl=5=eRT_uROiGNt*d2dsW;D}rP{+d6;b6*6wF65Kv`MhT?k=p?|nOUBV;q(3< zwsHbs4CoIRlaM{H;g0|-pPksX)+Lw_Vb@+w+Y8LoXXJ~@G@X@YI3VZ=g>zYM|2wKL z2W`uU0C_TS&9At=bsuXol{NYSaHQW_Ozx0@rmAG{e|tw2*=avfw!3Fd%Irk3_!WQI z>J$2my#q0Ymx|?x$n*+sJJES-xY+7#TTO`uzN0PET7aqQE3Tr;T>+kAyh$ld9YGgP zKb1V)t5zO;bB}7BdJ@F2BMDvhQUd5PZmQ87^BhQ;_%>Vzw4vHYD$MrQL9?j>5<>)~ ztt(#iTQmW`MH6(P%MC+7ShOhM9h%qb8)ajQ9M>`Zydp|F*SvtPa~m{ObWm%dC)^uk zhvvnqStD}uKClxt87$YGM|zOXbwT{0;ewqU)6_&|H9qkVzU&#;FxuiS>sD1DZvyZb zKWpbmv|@y`aMT2KBrTHudqm8sLii zRPUI?@ebgVxsc5oMw{VhG-esrKBOZXRAokMm}8wNvNW@nEX!h{wR#=1ZhC*}y2}k_ zgo|x1i(2~}3MC;C?{#6I_(L7g8BhqQ$(78$T<L}+x{G+ zKlISR^<8f<#x5TBS@0m@7HM)Uw4xJM+-;wMqv}2U*`&CkU20#~fKHs{dT}L46?Z89 znG<%VhFu}IK`wbW@fMR!bYOZSXuOLR#M~uKD)}9!+WM+qBToqzy-Y#XG;$it!HK%K8GW zd+&18DsxBZAm9jE6A2~eXFhIRwO*sGXFJ^yzSloE^OzW1mtO=DjJp1LHZzkIWqg zA#NEy{kx_oLypj++G0vUM9P0skE1m0_T_An`RLKu9&)!s`w`IW`DOcp!o1H#%;N*k zlh*I8124I|-)f7hM>xk&TiBJ?;Esp_4Y7O?X0bQ8@YF`arecjgVcPDaxb*}$KUot;ATYW2?ij(8j;g?avkJMszw5d z8!oIT1PVo<|C@ESu0`slr1`QdS!moN>crfjWD=?!7k1T7cE-|u`M1%%UyG7MKb?_z z<;jo5$Q%bvB0QCi%?sYKwOQJiCiim!sywa_Rak#)4TYL-TG%qW#5e>Y#@_N`^8b+X#o zHW3NhL@JY-Ca*?qSMLJ*zpvI?{4q-a;`KT)!f=peg737r{v`3qyJq$>R|k#Tw)nHAEZ@elk$~C6d4N&lmgu}h zJK0XdIJ#~mx3%Ddiwr$ODbWHJDMJ$$Ipb`nzm z=9uxoeIx#ze4B;viBSw!*}^_a3<22rKL$p~su0?!%Da$|AZY)>sa*YE)Gu zHB>uqm}4|}aELH@fea7L6ZS~j8+T}->2{&*-p&%9xtI&u1t0s)i`l}N>IsD*y7xbT9_>KO}|FzWG_2$M9dw?4%x_wRSIrhFcI9jVar3}9x!8X z`hY){KdLA?`AysHmn1x67Nzh)B&c;I?xwnKj*!Zta{6GP=)f!rcDB=^i?zH(GH)1= zvQE;EX-w?wC0zl15O6B`o9qYf^3C+#5i4P5(UHgUymte3_FyIq&{+F@k5nj_aeFVg z+sBUq6rV2NHVK%M6xVK7rwpqf36LyD`U!w+avIJq8lY2!i~&S8LNFIFyQV(V`)dBZ zfHm2CG*zCiwz&wd-_-i*=`0cigcK|(I3atM0K(m|oBtz25Ry5AjUnF+Iv2zaa}QO0 zBMli@p)rooW;02$th+#Turk_7d@+*J%_i&`U6-2MdIgZ?&E(|jQ_^kX@$&d+WyS#D z81Lxjy!7pKSup>#DUXDH*vT3zvwUw~h#!Bx--+fPr6z3-*FEw}jy-$w<^ATH@ zm0KorAAcL<&plCO2l#TVFwPj+sQEWnL^TseS!emk*g5~G*eGHC+=1=D< zBcO$jeDWnRZtp7{wx~*Q@fR&>KR;w4y~c)BomB;PM$~VgjR{>1|t2sRA0N5r^~8&59&FOh#|i*F$qVST?o}I_cXTcnFT~=Cly~X0jGsCik7x} zm$||$X8F$FSQ2=NCm|J`))SvqZch4P$0p>;l_w58jFI#CxzGl-wAfGxZh^)V@FDuC z>h6vd0Qbe_2^kF|1i=bJ$>j3p)DN&rx3%=*LZ3`+YEMa*4mY|Q*7%D()vT*MXbAh3 zA2yV4H2Kn?bumHOTzfIiXU*$@!8g}O-{Ky98ZNlZ8t=AFL^zh0r`I5|eEa*%eamWQ zkO+{*j|t!K?kwNZ2E28ie7B=5Bcx$%X3T@7tFuS7P4%oP*HC7CSFR35&`ddVMa$T% z>{~VDskd|iXXC#8V$k<5K>@y4-%u?gFlbZkJ~o6UVKR49RfFMgc}q*nXOBz4r6|15 z*SulDkx5~=_vzV7egO7}!9GO=qW+=C*PC_FdqL5uRdKR?VYhaZO zrqyrb5ob*13C~OLP;uyEvgy=k&tTD@wzbzf%}auCwr{DxU1r@@l+M#(!)6iz{{?T_k*0qLOJo^YG-*HI8K3jsUX&oZOW-t?j|TuL}ziuS+fs+@+F zW12IDe(go90E6j=9|~PfB))(%ZgotkC*~uzwwxFrOgP3$Vik7YFn5M7=XJWq%62CO zf%q#v7Yv9zJax4d(G%#@sU+CvhZfl-e7!F;nF(CH{?;)T^cZIFKVO4yX>!%49%v1x z<|@^x;y>hqG^KqzZI;FZ0}(A3-7ff6UAe!Nv3hiP56-6VocdomMfO-{=np7Tg%ziG zy^YZXa@kcZbsQeTFe!QT{>`hi_kri@We+QMpL(ywr)@gVPS_5p6wZaQNZeknl-!so zi11OXWj#ERtp73(%~T_jMt6f`*_-s!fiG!-h+Ih>qsyh`i~E3Nluss4Ks|p687J*2 zmRNR#!}}PLPw0WhXsNBtSBTnO`HQCo5g?LD896h9A4^itEL%SCg`5z!vAmBGOJ2&~-gzl$6Fp?wtj5qlVW2~vw-lX%abQQ+6z8al7 zzOE4ROOZbmteZE}v6k2<=R@P!ToWlxiK0SM>>f>+ze*};VNkjl8ou)#XW1!#k>Lv~ zkb6A+xC2wV!<{fnKE9rDCFCrxclOx#`n>taY}inT7<_TSUZ=*jxvW*liC_;pxkmkj zYZI;L99`#zGS(`{_+QBJ=OOP5$;(6W49}9w5jQCFZixF@BXI!|7@@Sd(=FE1w_k@IM{J6bn zmYTsgasDDVROZk_;1hp-Sk{W`JB7cmM|JvGzoxR!s;8O1bK6%cO6Rv#p{&V|a`LEk zb&ro}ZF#oNZfV>&W6Bt+!2-9bBG^QYP)!KZ9kZgZ+2=VzwU!LgE5Ekk0_bZ`QJ-Jf zE;3#P<)_{Cx3f_R)3DFejhv;5SS1n~;Vtk%R)m}Jp3{Y?$MT~0Zd+ zX7RKTnB~v^@5b|4Z?mz!)HBAIbFb0Nj5>02;b-hRl=esE3KgVlP}DHRZv>97yc+b$ z64-7kK&$tkEh|#T;l;J3?za6wvEo}(0@OLs*gl_N)Ug)I@wC-j#BE|v8xBVA?YxGw zVI#Y6JCzP2<)N=o{(vYF6;?Tqc8WIVObNd?5IC3GQDc}>L}@cApHUYB z?{E_?f5os2Zy(>|@9We$)(c;R57U6(v4mYTtdHpx{x_6AFC!#!lSYX-DAiB6T>#WXFDD9uSIQ}LvkF~iK53}3NWD5V$gmJq({ zF0COJNwGmU*y*x;w6^7NljcCqO9Q`%aFZBnWD1pTWU1#O3OPGbPn64Zp&9DW2T=qy zmkSyaN#p>xJ#3Ml$@|aOku;u9-<1I@JbykH3V4;`pXZ}K*DAvud48eXD~8I=h)Q)) zV7D*f9>zzn!fERh7ukW^Q9Bl8|&emH#;KhoR4{E{;q7FS@H_&yJwUj>ba6LIqdAkb)KySjgg`D_R?J( z>OB0cMZ9R{AeF0QFTw7$u9}qigm|kqj;S|1Vrm@q8kZnCTW_k9btKM<4ojK9Pk>PY zzc^hUz3X)t<8EB8&`cw|Jua*0OI)y}R?}Gp`+!lJ?Z(JdkbUk{_X(fDp0AuB`r7R# zWA>ICfR3zC=_vwA^Is5Aup0B9r%>?)af8SbLija?xhXEz<(rkL24aZT z@i%ug@-3_PbyM(kb!}2SK&qj)4&)X)|E3H83`iq#o^)x)gc+*1-&sbH$B+nh(MmjP zR}(ewM`^58ee-+L5rfwwpg-7mWqFi!8z8U&XqO8A-BjeJq4k<^5?6`eSEwT!;3x1! zuse>a9#>AU$^2tc3Xo^q=(ULX?P*k?2ntdaeBg~ z3|K1c>vYZuiWSNwYUI8;7I?}kYA)vFMP2S}@6NW(t(%S0VMyvrZlJtSd3@}F}eh7w3VEyr`*rpNE zfFf5=>jpG6GEW6RdC@`*KZ2f>>Zm}$6W|e4WXgNG@!o$T58IdVxkjxNXm(!Z3Ab3C zz4a`*>N=2CXlV6qO-heArGTJLZ+-3NGCAN%)%%grP)7ak-e%ho&d2skqPu5;WXrpP z>2GL>#OfH3$V(1UHv+c=y`=0o@?9c7=8mn5iA5cEINMO( zeV(5)F044KpL8cQ5hv3q-k-)c!>4ctu?bVRYKQj)mb8YC__IDwv!X+7Cj!LbJy(oF zJfgsM*<)k*OZs_#UK)<9=E>$Cl{1h zf>aSLOo$ZCWdP0iL)VmT-KBE$kdH1WM!iVCFlF}aG1=7TO42)1^{(&971A8vfsrD2 zMgsDi;zxaQW57R<-z88lSo=gFC<+q4(xppdL^uPS+y=g{Lq$%laBaG9a6Rvy9m~Fi zNnZ09gK4|QH-}l#)JV=PlzubofqceKB84ey@kJupPTtb0kb(tKZNcBRVwiD46>5_g zCBmq?R};uZdfQ${t$Y4tDhWP=vg{dxL01pTZF|Tsz$e*g)W+M~tU3ytM5n4B0rd95 zRiet_wHHFm$&y>oH1t)=No0o($*puEx z5XQVDV^18tZ^|7C&Wjvf_J8-fnZwFI%Jm$bMoB2PvPI+m*U;l~^emP1{yvBw!-(ee z)KImrdG`n9e&r75;XOx7n&b1lm(yRQjp=?h`5zYG=`W`dq1qXaO;N4nUmD7D_0`OK z)uUfon=JkV`%Q5luxsk`8SR9m)=b{{%-OlSO4ageI@YYLL;gxR;Y`MllBCD5uRjF} zTCWl)?>^ou`tFAM5&$jf&{yo;Ha`+gtZmZ~5>1j%dcKK5s@T7}igT4GYH%k?-dTO) z&zO+~JWu0g=)$JuXB$rSuu9t}Cjp$>@i?d{)wqAyR4Cy!1ms|!A3t9LY5g^LkWw4^ zX1QMc3@nh|mSO1yglm@pW^A&xclpT#YZGrMq?qCvt0q;53`xd_<$T^p;41Jbdf<|m z$ZYXg#|i0Co5Rds0}?5PaT|_6m(6BSqCkQ?DT8RPcOcE33Cnyxi!XT;7P@@C^~+fj zwfohhaWtFpxwXS?t(UFXSg;eu15jxjgP(X?4er(V2>jU!m-bx(P}<9qIhI>(k-I+c z|LtlJ@&`I|*L4Cd3@TY?&oLgO@q9?=A*drnSBVa}To2>NeAN*-86T%T+zMZdLp*=i zNJ)s9!8T=V(`j(b9VcDm%B+YBqZ^l|Y`BiE-G)7dsm?u#6Rzk)Yxa zE;BACG-$E8EV%^Qu6I~x@lBe|Ky}=cI>n0DTSjoU+eM(quQIjxc9nY8Qv+CAZGTI+ zU06XuAF(a()m-%NH==ZBXy1ecFHz^1eh?(BO`nR$3Q!nJl{ITl>bghO*v>RcqzLxS|tRCY%jfR%aW90(` zO&;%a*)GSOB)HU>8#V^?J+hdQpHnT!c?e8QCLdAr{l|e2-k_uNPc>&VF*uQF`@%B9 zyC&4xKV6!uO7j)09+&gsbG3cc6TBbpss?+Ou`HAh8#{%^$LJ(utQZ2-`_Fo@{eE#< z=eOWuL#S<{yc*(JWH~MV3*$kQXtxL}f`3iffm?w}>erRyef9o|PlKysd zTubMD_A-|*>pqsZ5^K&BkMhdcd%7Rjc-~DJb7pVSo)I-x!E4HYRL>Ix?Q4~{vn5Xs zwHo0Rd2`KA%^*A#wYg-e-!9^3yd|D0%fkGDe@^5OmZ z`16tLCp5fPOY7@m=bXxi6Ww&kqV%TFxt4XTQx;y9Ml<cW_MIffabO?Fh~edKc| z#WYvSADmFOD`vHleBR=w_E76z{Ygi}c~Mgz-$lN`=C1*FnL1h|##zNzy_8Mbg#kn{ zH+xgrj^cw`8I0p+fD+sP7K)osXOCV4MZazSP&j%d+}7!p$*O4m zGum>BUEZH#HMzArdRvVgB$#Gw{o~W`HDk+*1u6N`UvtkM76#2}s|(`7tt_D-`gKm3;txY__s-A#v8=X?po?#>HMR|T z2-nr9op{~%PoA`H zVmmhZpt*+J>mIr#3Dgk7_ZZ0?4NBFbqgrYAJFv2@pF9os->mfgM&EICo@aos-z&MG@1^uZLM)%XG{sCHz|`nS9#v1)%(-hb=k^=uSDLFB(?$Q-3wivg z(;z#H#&jWAZEX`_(jbL&Sh?F=jSAB5olm(A42)|nsDyiYYd!JLoaPKTNBNN8+!Pbacn?DKRvDBtLA6N6gxXa$(6c-o3cJ8Q&n z^z6dytg*B1z?d&sIc0fP78sn)X%<(^=vN$~Ir7^%j|kQwhPPet@W#zpuF3u1r&!-PbPK zc~zSq_DV!95ALv05}R~KGp*t^*@PmueWT_|`Jql7Oc=mS5aDF1@PwqGi0p%hWx*o) zyx*vf*~RrAx~AvM!CK_NqD5$6SPrLX>;fg}Ib$ZvTN;}~(+AH2S>8PoOs|H$Aqlz+ ztMHSfbv;3Xdim7`nwJ~#3pMefzih09ox$C5H)@fl$ob+B0nhF|&u0vYioS`PhW%Ih z57F2K5HJKa-L`b_SwCPk>UGcRjusCjxIW+SzVDc zC@(;*_CB+>F2=}*EFXJ1-!Xr-(U`GtcmN~m+v?>QYDL{+wSpN}TBWOV%c>xTuIiqV z^ooTNq-In$)f_PCZ7Fb@_=CfwSNAhZ6={mMRb{%M`U_7Db%EsjtTpM&WnR{-w zNQU3rixfU1c!C1Lolp;w@Z2)Xe{M%OQ;dl1E)AkU9=VMU!*;mk*WOnHn_+^(9<=)! z%)28%W^5+=VFZtHPV|t!SRUXgD+o-e&Fp5GPBrwlDL6ioyPlmK`@)H{WC4C;iko1B zN`oT0c5K4^?W#2J?FPiDM3KgkaD3y`?!i`L1n1~R1_T^_`$(GRS@&SR_1HV5q^+!Z z=v(x)eF-BkHT;zi@ArTgAtXsnS zxciS#)+*O*$4PAP37(_YVE-HZH~P%yay!OA^$T3{D`{Xp7KyWN^A|C?@MqAsRl0=z z?RW6`ysIZGm8Yj{1^ZusgKd1Nv>lSj4S!jm$~TI0LCyn65@OJt(GM=gq1GC9Axwpj;ocE-3Y4z@tR@gE}_{$dlj_QHAC zTd`)w10zNKKnoTKq&2U<$mUhDe_Cfj1rc0RR@m!%1w>UHY6!jy zXopftbad%HGz7X(^S@pxk)KIPH2dJMJ+81DAWc!*{4$<##Irck`4OWNn&Rmd9`E!Q zs!UmPhh_l4U?R6Z56Pu?ZkGO#UA7xXNL&Ej-uz zAI6=qKK$l1pi4E^+};BjL@NaDbjF$g>LtMTsZvJu_Xk!ES{%vlYDCeKlp1;>TYf(- zyl=!|m>5o#aSMOq0TaE{O@V}p)8jASj}E-F)woq~hTgphNm6KQ0ze zi55h*uqc?-fqd4M-@rF{ej%I}>MlJ7Zj;!%TTMAf0WLQEV!3&a0EUa&kl(xNo^B~m zwB#jU%`NH@=4}o1n+=T-esJ&=kmguGXNhfoN3qF1HWkr}R}Ha8B+-fAjjo$6Hxviz zTlK_(u`|anoCn+3-e^pt?=j92z0)4T?;xQptTvTSG&e?lk1dbmTcxJHFn(X=O}|mX zlN9l*qFgGB6=$@CRpo_|yc?lA)ZYJxwD*pNyZipd^%_JcT6CiKP70y~L8A8(5u-&L z-6TXOx~P!|5p9TGCo;Mq>M+Vg@4b(5-{g5d_w&2o-@5{!|bIv~d?6b>j zTY4)}-6o#;4lZNm&jUQ0#0J>2axoQKC!y zpDS3l0jWDlm>FK9s|K6gMihUR>CbAYq(5@aPz?kDOlCElXeZ&q914NT?`{lvVZ7`WLO8H?dL2=8a!qDG0CJh~|F9uoR0u&S5?TDE~L6^FOg` zdJh#~x-d=UV4g$gW}`i;Vy=Vzr&BEOhc$+0{bH{c47d*|`77M?+b%CcFF)rOfRBCw zx34eUN4EJoL1g$d9&j^_gD&pbPmdj6f!+ktdB+yCz$>ZrRYr)O#i0xi}_1X!-{_n4pHhjEOz4?qvksOwv zBpRm)Pqs(jZ&F(gXMo9Mj*PiKvhdwb1$j?PT{E7gn!Pzbs*?k4s{NOJ0fY>Y{yEDN zA+~__Jwenxoh%i^SEw|le5Vk$H^~M*;=s-@%alD%=H92xX38oB@?xcpC@)v5m`V#AOW?Ws8W|({&;0hU8$trr6(7A2G}z-lXfB?4A=*66 zKxgM+#qmw?7xDXD_wujZx{A#(cf`sRnOKKORP3BQwI<`2)!yHTs@Zt4gLy5`y?t}S zIAffRcUqhSYlTK69pfGm&&AEt_IUrB0ETy36}dW<Wxpcd za8f1tTZfew_vfBlBd*N|wd*Vc(+={c>d8M1RX+)4OaOz}H6e*fRVw4xcB{2O3^PnK zTu@Bx)D$M-79Cm1VC_IL%mbDig07G)ZI(HK9nIcwr`F~IMdz$wYcA>9zuK%Yd zt3nGEw~{OPN_y?bCb-4lfPFm@Ha!ysO!TdnV4>^Y;l(%i@Ee0H@S-OBk7W95q2>8E z2JZT+CO3Zmn=XJCfg4AyV}ZoAqxPn$$pOWw0Y|SR%?`gCop1@NgE;jNb1t}Yw%0Fq@0HLX3MA9_iNV~`xUziWX{nvJ7gj(mnerRRo zrZKF3oTc~t6KE9XW_;;2c@YfPyQ#giY;-{3aH<3r(5+3BWPTd9`gx? zBnB7uI+hcL6P7L1M9qg>wBS8)cC%E@KYW78{93+DKJ3`A*@q~nkj)AXz0cFp{v+C6jZ$|zqKxKvHoc7S zrrrd?7~l6ApL$K6dXopXjBcjm9e*Bk#=NNi9(myy?r+QvR^f=|t(z6QW=Lh_%UlP}IH(EFh8l5egqGj^84i@W;d(1{d~@C`*%T6exLh&WuX>1+>?dF{k1WXt)D2HHo^b1$FIAv4@Txa z9Fg%BC6Wtch?gA@pm@?ec_%;om93;6?T!k_B#@jiZ*tRRj|DSb{LjQ&tqRvM8I~{m zzw)oU1z>;!{%5!EM?>Z-!om`{WSOxQ!v)M1#0bGKk8@3N7e9Y8gQV&eyQiB+jKbob z9#0Z?7^4&{eK-JB*>6`BAdV3Z5-R$s)Vs8$j^yRIhzN zj!M4QlOGp30HzDjoL|zpVO;*M(nac_@DVSkst99UKyU!jok6c-pI*(=F+vm+zU*1X zN;n`0((p}KZX}?~+t(@qhWvsHEVpPOIKR)&R%%PMb$sjQL~*24fVsdn^EEA=U>|Kn zCxw4za_;Nl^&VY}lbovwgT)$EzMznl^%YJ{-daQYL2+{=F%_c)4ybC=&7NTi$KS~T z9_2xCur39YsvwI_0vv8*xHb4Kp`+i;GxoB|2T!>SI^dQ-z-adC|1sZHP)t}2>@eT- z{R%aI0#pzCOmgD4g=^fdlqWoXvH%-xJI)^~XvK%}Aw-s15yDI6C~~5)&UWv)-Tm#A z3^AI>rFRVUduJM2$IXf(kyl58TU|9WNmnRF@4+prr6dS1c zMZDDCcrV+5%KwipvkYh@&(1hdGyv!XGZY6*492OW;=2%&4?ilfZQcKdWE%)#hrETX zhd8`C6KANSMT>H2#-8$+17-=CbR^_M;6(tL>8-s^#EQpw$(vr|%k$KuL$T5XBhj5k zMDsbLFj*r_G<1E}$TBysLu0H8Em3q-_@Ny6H3)>0g*S!UG&3IV3;PT^g%unGYyWTl zrJ+ef1>#A^bOfpGPR#z!ZAzqRb%%R9OAV)!l{`1aIr{v@Jf44uLmmiNHeCEdTqpJb z?PUM5`2QT=$bFO%KYi-LWfQZJ!lOp9^*Mo3^l1;Qn(%BN&mc`Ee*8Htlq@xr)X|^U zO|o~qsdcDgmW%hSf+02k$=Rhb<_x@NWMNmu&A3ecxo$bq&m6H{c6qpgw7`-qmI;b- zQ2NWx)_}jZ5oTP%Zn+a_$z-_TM%C5c?Hpn;ABj zd{IwEm+?vIIXfg=ujT?zI8R7>%x-BCw$F>!ZT*EYrZ(u^Txpi{jm@&QS~aPJLu=EU z^ypHgeg7}er=#^Kj;oL)lNa$Fxt`KnEl&{PdHNY6xxA2zQ}r8)lu|01dD3u?{_Ndy z_MALT1%$#1AQWby6Pl#E^*vBYD!wmINhfKGxJ$%Nhf%P7rnQno?6~L8 zoe@`J$a6{yGM)j6qI+jvrVs%u)hSp!$&6I$u;8}|@0#5<>ul}E~RxC1`YNYIs zaqQ#F$w7;Nxnl@=QI}S7q`b?)S}Hd)#1(%-svZ*fb<}YgDd;Iw8@Fxar5-o~UqfCJ z7MC~Nf$~9xgu5!PS`Y*S=8$;N11J2FxNqe;16GzH+HGrPXP~g@`K!c_o77P9?=2a9 zEWqdIQag$UZT7)dg$);eAxc<6+%Fr)YGAJHK>%js)H!bP_GB!lH8&bi^K z0g>~K?@Dp3gcrYX44fLT$X^uh++`1$hYCG14>W$~pC^p^nYk9w6t|`3PB2Xe8$gVCR zt{42P&Is5FfRqi)v__aRrpo#v-rheDL zG_I23vRz(>?R3zA$kDlus0>qvkE$_#p(uN&zJ!W}Apx9cub zrS-{=dQ2T-p`VW8n$1O0OJLO)7?%+yuY38IET5!7Gn!bnci>;AZ{()3i8ifdpeGaP z+kzp451Qb$|FX}{1&{ZtC~z~1=X$zMf4q5)6HbLM8(^gNro zK$}Dvy{*VM2rQ8~c`Q5@rLn_RIxIgyx!e+Bi$7QPr6FWtQO1sehyKZ)#xVwaz{Ga7m<^P;c z#B7GjNh(Bw^d%LC79NQZ039^vyOuK&AaeTcJkk`#FO4~Amn_l&^l;w${IRGw} z8u~F%x(o=6B-)4-kbccBx#-3v%m60UEV#H`tW$^k$BUpnG)9qlf}2c8yeK;uXKQ?A zf2(RgrQ_akvssmpKl7C;P`nNr*0>hNZ?ob-vr1tmCC3Z|g>%=eJ?XR^u=N5BpRj~- z>aH`Pz#H3$IXlPtxJ|B0F_(WV{ z`*!Okdl0*)^7`QQ+=xPz%2K)>UCR=8I|uGKl=I)YS@t?RUcY3V({_iKT19_U*^Nbc z349&<8Wgj`=wa2P`0N5kDfOyqZ4%Iwhbt0s2CT(MDiIyS@n7|L?HjnB=8SLN9=LSu zQ6Aa5(7L(cu{jsuOJiSQv8&e_iwEa@Hh_vkxp&0oXrp>EsNO(B9l8$Yni#1DbL-&u zleOh$MY%3zIe#Gg{Oe-|zV~X>p}jz)6@~}!IJCmN#*SiA9t(r-8F}^2s9=t5;@F4M z+9YllwdM(V=k?XcBPBVa=1HQ>F10%wN+PyO{rhkr;5I9)WC}pS8RDUY;8);A?^Til zaJa6B0~kNCdi6JE5cQ4@rW|%S_B;@Ljojd>N%1}d<-CxpC>6~rw;R8A{Q9@#f&ArP zKWO00^_&3D`KvUxP|2>tE^h+Fv?k#7vRGTU);7QXBt-j5 z>f31)UX2WEyNHKaRoaqf<{@Le*1%x6$$%{1(T1o%dK%n_KP4ywT=1XZWFzhrjeu()gcouY$0I+3F~Tv(C>8aJu$u7B>FP+)AHfP2 zg(Vg^Q!xTC14;G}A&l9AQ{oY-QtHRg9e`5<=_q?@A!tI*{xQ5jx?tjqzS-g}ML=Vo zgik+3&330EvZF8hEeXyw+iZJ1wR#R3yi!t)67@4#tPkP9g%a}j*=u-ZujMZtKqI~W z^fp4+1z1;M0^XvPTgysqs%NR~QHYfN=h_UeNt{n)GN<52pOm6_)bSk1##<*Ve9paN1JK-+4YFDZzVP zDqp5a+uo!EWbH5pW&$u;zZUL1KvVA(2OAz@xfRUsUU;~07o|W7AuK~pWb)0hs}71O zK8#%49FQK8ZByg;b$!z!7-TP=z8D|ZDcR3^v=EBUB?N7qP8?U*&Go=4fEe5`qpLWj zdg4{p^wiaitDx-0IPgk5fVG+k9oqUajsS`&bLbR>$K6}__fT% z#QsStZ2i}UT6bOIhhi)BTA*fnqi)-UPlp0@#SCOU+JsIJ|6vNhIhV}YGk^5=rksi9DA8@rEem~^z~*C4`D1i*D)AQi8nJzDV46l9krp|* zs=q~g)PF4_V?|~fHMhlfD=G{vj)f@p4InxKF`cI}Dq=Yl83uESRt-sjGklXMCfH_8 zOl_+@#BH3-ms^9J?}#i|n0*4>VsA9mDr`pyL@F4X~^&X%k^7F!@kkJ2M+y#>tn zNC^+iLm_Zi;KV1%;fnultid6?1cR@G(e#~@-t&U-%>gE~5UfWhUxY&QPU9JHyOtTQ zy#x-7Cqm;F{y*_*Yc-}@9VF|T{pLgVDK@Soq1;d!H(X&RhUui*x=@T2SDfz0Vh+)x z1Gl@9wifr$J_GZ$?^~XAxuG;V=UFgY)#<-a2m+atOi-;J@Z*H0vTxhfxsvV#JLTj` z(P+^xx5o3oJt;@B$T2ghp9!t?=XuNoD=QNfN|^yECIz!VX?bE27uV&6;47cE$YP(M zH-T4_rfRE7j^`_>5?Du$FE*b!T0Y7c(WZ?x?|Xdw`cwg1ej5NGMRj5x6^?p9(KKIpcs7*>8ZDy1>3@jli$F zlNt6Nz6A53VE&66CSW6aQMfuP)RdaW3af0WIdXhzD)`e)N7K_8C>Fw@uNRGdR>fn> zkZn-;akxJXc0%hAkqhsFUFP%t9_&7T&6n~L13?wcBJ?RZP&fAacodg=RnrJ$gDFut?y&vvEbyt(nHiG8|3>^}e6=sa(AjINPP7r4_|lTRC^PwQjWK zp|%ESQBQU7f|9E3i{ya9vg|N%sohGl-z+Y#Y6-PA#v@>g_N9hXj)ViiNs2XZ32+Yu z1Ktt07Lb0wy=VX!$vsOKXe)|NbXz?ne*_7g+Az`~;zc>ZjXSx+{s@`V#E3@_S0E95 zHlVu?^Pv2P<@6Re|85<#_4apatIr`|70V<)K%d7tzsuGSXtpwB`2BIxHQv{kDv9rc z8Gvqhh`psR5x+@b7AK&boK_0i9#=Rbv2u)ah7+3WqP0&G0gkNuZ!z%X9~<|ymWpeP#{5j;x!8(B2wrlg|LV0l2^2nO=a6!W`4n9 z#As5zvRfm9nHzP#v9wliI}RBQnMTJIv)Ch}mD*ZDPWg5) zj~0iGtV~fxpk$}!#tOJY;KkVZ3p<=0oG-me^z%S1_6;B#9|Z zz_SVfLIheBBzjdTWB%UWsTGv?!q7QKbw7!5;I?Fx{WjO}Ivf^c&tyI9$ZjIH8G!i$ z2Occ_=p3jocktz519?++fKcrmfdzDybDT0L@L^4{I#BQV2|Ku$%j&yvrCGR)(cHk{ zcM_Y)R(4xtHIfjq@18dApl%TlP-kKfo;D!qpr|uODoyU!{X>f&O7`sPhY}_Fee%-J zE;SH`TVUVgmoAR)zH!F2)YS~?f_;7OK`p5(Ioss~{!BP76Yo5|f9^{^7rxe^Iv$qg zngQIYXL|vUWT|XARJL6gNr4)qa!wQZK`c4B=c`jvx9MnQ58^0ZU!J#_WG0wOt=wEY z!s$(WC^JzpaM3NOo;MEv(lzc3L;|#d9MNufk1jXPKHN~3+y#L>;H_of71G`#-BGaO zwh}0rna1Fs5XLCJs<|hbz59~iaX!j}HuZ$**>{Pz+t{&ArWNXez~wA!;iqxxWLI|T z&PLTfu3YYW$#*Yavctz97hm7Y|3Iz+30nBK~Qw9dTD0s<6&SddwA z1wo)|H3X(pC1etc zkB!#Ns{p*ZO=-yMQaZ7tq8D6lVl{5hy%vtyKsd`)FLNF1C^HfS+th7JwQC`EBzamPG6U?bprn|36w5hx6sRf*(PmK#K zuKhf-2e6AH*Ox+l(jZSQJrfesPx35vvk-nuF)^WHj9RI?E(+7VY`q?_cY+#Ln|Wx> zfm#Z@e?2>~yH8O;vjr6r8l4ye31yc%uq-s&=Hem_`tnV{)s`71n8Jv+GhMME?MsRR z);S(v?jx_jp0F(Rmu2=Bx9xi|BmwwqYCbC+0rr{bQ@i5f$^I>TZ8AhT{t2s_8TJ{J zH#O@{_TC9A?9F)tyYmaeBiUJQtJzY(6;htm{H#YAC1Q0Ln5u7S9{5sr`m;+O5#NzQ%+SZgWVC#nHxF>VTVL^~Fp8f|*wK*uvmV?cpg6 zn>?R&mLSSZr$lpq4V1LYY#&Xo;HKhk9Dhh&Cdp2_ z-YunG0am7mND8ZaZUj(HVP;ch5VjQ=fCJL+^0Fxq>cm*BGl}C`IMWNbmRp!n3R43} zflz^vIzoeQaB5r9QYpRXIs=PjAKSY9(S&Bfq#`6O~2{4o7v53L;wh->|A1Bx{gzSvjUldix1YwO`ORh>;g}LBXp_L$%nIoxN z_KxXzB8pfF?=05gZekpRok&_s>X?`vV9W4WmIQi2+TM9Q-Q(t}^^}bDS|06_9Lay;)BgAJtOSqQsU@7^TG$u}XZjw+z zVfxG-b3$pCS61iy`bV0w$YG;IAKS|2einRE3`4Ny6^p1{|f<2qFNgD}oXz$BTUF2yC=wg>EV?nR0}qCIMu!9ozGho+d&g{R0H zg$h_nVuQ)SbYRGsU*NjMKgI8E^y>egmjqIGS?EYb?7d3;n|W0)ioz{tNbP|8+c zLOZ>%72<9_$xpsnMj$QuJ8q2;QfF|s@%k4-O9%KjWml>I$LavYA>@!~>!v7-n*M+M z-7-MhHxAu1&&St2D`%(!K1AR>p9vJ3__vRn`|baSx`ei@ThADgU)kht@;ZiI-uV|Q z>-w3W{*vg-5-h6nL+Y11_gk$I8mf4!)FR9bMI|D&iPz92h*Wi3N^rrT;xT=Ky-*DvIAg`Lk!mIAEe z5jY)c!u29K@ZOxPLPlPxhVqn{0@^_xh=^>h->ObpKcbICEAVUu^|G%51ukw{qS3S0 z75H^OclQT3pA2!@0v=P_kYg-lt8hU!kXO;fA6Y>pX(BHEVMDKD`QzAqRO5ZucR_VI znI#vKRA4cCbnnT6M2g{?+OG8xA^>`S%GI54=8;+sxXh&)@zVAm4oN83JrX)c&w$BFWi(O5`QpBrU(pX^M&*damkERbG=dQu#!!8 zOgD@+WH-mi5~BbUeQg>Wr-yMt(3kY-i>DI>MpppJK_BiVMgYMRjGCy4t68Y>7(FB~ zM(^FS6+voMOtGUpe&fux&1dUQ>v8Ea$yEr<-ALvQ2Pwu@FIF-!t0w4%}#Cl(cT!*F%qbo^*RFk2zQhn)+^Hvs0}wQa^cSJrHoJV z#0U~o=^lFqluW1l=w>2L;Okgavm#rKliV1kzZS@yZ`S=gggu0sv6B=-5qIj&u=h}? zK7B5BNUjRJfd!GUvarGf>OrrQyQf;Qr#vcs>`54!d3IFPs)}7XQcd{mJe`=1vk&*H?=Xxrd`cPwOwm=If|1e!?ZYk+KHG(0S9Gs?8=ZvOKvtDxyKc(Wz+;S z_|5WRy5iWqc@GqWgs;n+ppneA$kTn;eEbn(YX~&dtaMYpB9ZHQ20k(ZkDYOKKb{;t zdEC_)gR|soWA97yuMEP8)&TdhwYU`Y-als-s3nkAy!Qi5A?YPo#ClQ~(G~*ii_Gk%Ia7Zp&GNd)xt>7{F!Pm3>Z~jS^VDpz$hK z&~8wN_c|PvAl;4VENJI(Ddwshn`@?h$EwE-mY!0iK5!Pw4=bis| z{W#_{!Sb0RF0?fviF~W%QVqWW_ip?_H|y-2Nn=5bVKD>vC#6#UlJi8)TWUx)G?5?; zYZ$6qRBXRNW)!GDUf;2s^3X`mHn?UNPNM!_16pbvpXovr8Y;LC#}NE`P^rVyc24w2 zD+c!AGonk<0HElro}iP0At6rWvojM1@T4>+3IT|&*w>APO1hCy=8xm?(DqpIqa55?+K&bqUMfDY@Y@G@vNhi-8Lx;w$$=%Zdb=LedDURiz9Ru z)9O6BlC?av=6cO>ZbF;j0R&AckFv();|sG36vP(Y832DxeDbbY0AUW3UI*X0$NOhe z!lcqTeBa-5Vb*?F-t8Rn{-&K%{)UoLp1xd7g{Q5o+lN6zrbVDoozL~cB z43LE6*aP;^V_s&^UC|6G_#G{RkQC^t}gX95Jq(=$R^}-7b#|Z{wV|gg}^VT31e06J_w` z2+vRX_+^P#qVeMo=>M)^0eRhZH_i`ll#wSnt&|MeS;Q41`zIk;Ncy?YpI$=$jRo+P z*LqWZYv2b2W==mDNO2;uBfLWe#i_$jPZy38n#dkc+c&nvx39lh!y6}K)nDkkzORh7 z^#$XtS{{^5+kVU}n0)|3Bam-3{6tIWOa_s;lfRe=n}@MLCw~NEUPj6NPUYfV_m6v* z)a-rlgc8Nt<9Rb=sq3BYNO_~>q?33=iP0VNG#YwDv8)LU%+H5Ny#_gW49q(wzE@Gi z2QYB2{oroYI|MsK-973js^+R6FgE}r-}61=m(JD6ohh5LDJpz3H`>Dx*Y%p5wr)=Q zSD8J}M(u7lcWZ@U{Bew6-BZPZ`LXJ&7yxw{RZm%qvB637|o zDn=jRG1+|#!^QeEG-ze}_9G8ANm~fiYAEt7wUfm7IBkbdR}?TrsD{1{oxYmr;np<4e1yt zk=BK*@j<1EgqK?2muZPDHTEDAcQa(azG=+dvQ{F8`Y@blmWW$jFG=$A2kOvrt&OW? zJe#zHd(xY;C`KgL(bY$rCTsJzGBAhBLJR*`X9{$uXvaBQMR5Eb-;vnij{Omu z&nLb~9O^^j))2$Qd?jBkY>}BvMDSzmir$l2_~r5MskgbLPc~YMRQs&W-i~Blk(%j= zr5%PCQ+G@!A%g8<&HMtPZRwIZg*9}e1DPD^i3OO%O^F;A-G3xH2e_y_&lDbl5hHgM zG@Ceo;Osb%z*+FM)tZjx@3@D%ljt=E3w^qLyX!pw7FcinnM!Wy-oz=~YM}b(fjRNL z7^ivPSJAo`P3nmpj(6z7uB=iy9G}KuprCujzsSDeHM zmBO*w-d`&1@(9HjIo|SIDe9m6vWk9l&>dK z5+!@No3DU1r)z5~SII)D4gOG|=YAD{h5Ci4N$bE%(B_$vE3iz!AN#WBLtT#Qz$&|@ zY61m)+lrQ_!X3DgyI$zTob(7J=26*gS5h}0wi(g3dY(^O<5tV?I_l8*Qkz`mz8UAA zSni5hbZDMc>S|sF>}ZeI8VW17CIfRYNVQ{Ti|n+yIp;u6tw0P)u0;crvebL4hqd}t zwS*oaQkdM7XOCv_ff6lb^6JushM0wz_!#?mS+h7$;vFdft*ku6fotFN))bzZ8W{ZN z#jWKBZ=L&r1XBYP|HJ6Sc9=(~q`V_-Ny2Y%8^yfi358X!+z z9PIB10gFNKDd%a)%hbusIZI%_dU=as$fbRpym(hozyuAi7g3Y*c~hx2?hF%zkHUA+ zIiA7gDvfDu|1tysuQ(10Os=u?!>_*49XuzD;?2^HwXSQ+M zfPYi#oMt!e_Sw4^7vxPIky!=bV8l=r?VMvu1En&0dO2;Lvp@mc0DS3kJ8kDiyk$Fh zUCz^kE>Q-cTG2<8yBE*Q3u|T!a#YNJZ*5hB_RE`Rge>Tnep@#4W&Vuc9`UH9p27p)M*LM z%qV3qR{8aGYEc%w=^TPzlK$}?i6$)mnbQZh^pUHw)7Cde;Ud_%XSa@ocg))=W|Von z7h+Fo7SU(5n|Jy+r-HJmw_Q-*fymxQ?yKWxZN3_@##oGLVCPzjQzl~+I1S5?vaHi9 z)HGFpTdP!b+AnlqI0Ls|cRTf!>(g3*+_NUFW325syQ>nz>8+0+Mw{er8z7}VAj8B> zLtH%K_6drM*Oxrz?BuVvG_X~)@`;$sF>}zkv(o)Y-Vis+1P4nOmM z>BLa}gW**_vNbS%kngqj++k(lyLe}w@<)WFST^O(x_9Fxa|??#`ZDjmkkSRB_5)@L zJRm-rZErU-D<<_p6ptA2y`!_b4<1&&oB@7OOJsw&I zOQCq$G>)4*t|p>Rn~Uymd3Fzo})Ga^I2G-DPXSl zDH-f{8k7hhMAmN9*T)Yg-ZkixW*2#35q3VtRM;Z zlW&Ohsr|0GBzaH9B8hUJYA&#(v4g;J?m)>*be%QgpFI>xB>;YM+r?5LZP4&Qri}$o zMt=4pDA_IA4JfYijm{HN>qKh(e8n*|+)hE+D4{xW2b#qI5u%JLWRQ|}Whj5pIuV)@ zoXbuX!puqa+>pW`by~wn;fT4CWfFJi-dv}@U+g(o$TVSC4U6_tZKB)77H*3+PkslH z%QDxV`r(&fLmm6#Z=tfgW+=hAVm~3xnCvJl*KuJ**Wn77+}i_$?dJX=e)oaOjcm7x zIlo@aI97EocwLtt<(EuLI ziQvK{-X0n@6G(wh!)$d1mj!EY1dC1Zog;JRkre3ilHC5_ooN2+@nvv<$b{Q5yH;;cZ(+q@*W}kTe-|O+SZaMmwA8cao;h0B z_)Dh02Ye;R(7#y(m#=yGo+Gy8!%yw|K*zd57{Md~a(k1VA#Wi`AuJd=+%|pqq*yKY z0~Q5g5iXRA$J3a~Ab&gAQ3ge1NAF|gcE`{>-TPm8H&v6VQe-nJ5-CqJ#~ zW=LD>~RBs9-~*sZn`D|9%iCco%P6CtN&}a3b;T6uZS>j*v(t!iu=|*6j--XRK-dNuU zS9FGlcs-NECmH6f-Af6I&S#_Kk-i&0ZZ-xmO?|f>HijjISUxSi>q|M|qv-NMD!Vbs<|BhG7nbw9Z~^z(gYHsjqWuT z4IeS)_JN&~-YriS`~hDN75IAx5_IF8D7{nDLzlaDh|Vt3tgn(>mVR*7)Cv&hqSI#^ zjd$}!4#&_~Y{Mi$@fIQ5jo3&L<5GOQ(oLBeP5IXSJ6X0_J9jkzMIhg?ordJPU)6TH zJnnUE7%O1$Jp>SBBQCJ=ydG(c5zRPJprx>CzGmrupUjy*rbK6&{b;cSLAa>Z9(mY8tuxMT{3{4?T;NCCB=-BzPfw) z#A+DsbZj4EN*KVoJLv~|yv{K?ADd5{Fw0${sO{(<7mRbsx;v>JI>zXAPQSC4A#y|5 z(5n?e19RS^guEBe`o1oeu5Q1W;}g!kOZ9Rc{D{pve9+=#MP&h$mhg+*)=SIA>go5nXcM+ygL?5jM_YnprrR@tT}Bj>EwwP7|E?)S?_PkD!Q^2~BsF-l9ZzrY7;MS`6N+yfsDY(L8y=CSC@QTP5m@mE7t z?~(WxHl+K@v^e}{m*AK=W}gt9lRhdV#z^Ps7N(tRZ+9tnz?%*HPhOh@=i=N3-^#am zmcd}{reX-Lj7SasR#)UT^WV(Toi`#V)xBu%T8zh(%+P9?Jf1pEsN9bA&_zITS={Cs z2vWxfDaYPsr(&nY$|OI-U?D#LbU!BdY1xUqhRlo7uUjs&xHH5cO`ef$3`X2@>D^0e z7)j(f|Fyun<__#C$sOT#!3kf!XbbLEd!$O_Vj%Ry-0S5jt{F=vZ$f+I-c$jzW`;8i_RkJ#%QKgxp?yHRp z85YY&zt-v1_wyhWT@SUN5T4{#^o@Mj6uv&zO~((i!d6PEbKb~W4#O$f;1A4y)l*lIHk(k>E4DtJEIOp zAlC`nFBSm+-R#iOu5s*EhNs%sq~(u}G>0mw`Pc5Y9LG>zhFoC%QD4v`P>JY-IE4&g zlyl0*6vP#t?SZSd59?u%34(={#7-|wL-Yw%LMkoq#8VOpa^E(Ho|d9NKJBh|#Ze?{ zO4+&lrSb)IO+)~{MUT~>&!4RVQ2$iUrkQ=WMW~mj3Ba^&k~@#A$p2&saAy511^`Nq zu$G=>eJ<{9YAiTwI9|I75YTLLH3#a9goU;}mC6k#T;87#wMisqzggSF12!_~n!u-K z+?iSo9pxEHWGcpEY%#v2$||85N`-Q!`l* zgUslFZh5YFeIp8qVccqT6K;ERM@A2gdhW#>eqnOxV&M z6Y}8+9QOaba_(ql~J9e(=87JQb2t* zk#w&7(u(%;%2U~t+vWN^*(xin#>-h=A;dhhwBIAKwuQ_54GkbZu5D54_v+2?ON>Qn z|MH90qYA9;Cu_6^so0IleVhiU=^}U*_X~KA)=O^PTD6JkEr-$YrF?lR`e64T6}&8Q z@PNeUNGH$d0?GXtL5%dKUX3YFg$2L4Kz!22nTBv@e%|R?B+W1;6ujv_pPYtoCrG5y zmD7zBN(QC=V=cAKHWie6?|x}kfUE8W?u>mX{?Y+$pbmFQ*Et{RTh92H791ddG2=OZ zW7?qp(IZ$wD05})LX0m(x*@90rX7)zY)LY?eyP@{FFIpc{nXFe&dkRjM>^gOz+{`! zW^MiGXZ`1MN$Vb9+hUr-otYN3Q6e%UG<&c@l4ZDX@$85E-=!7TYA0&CK-Q|!>R{4P zFyEqPK;yI%e*j3j+_Z%oel5e^$c&J|3lLgHNcMI)Dm?rxBysrztF!ij4d~voypSf` zG+m@XBhRxFE?72X_xR3xGW_B%Wf3`t{0x(1~kxw5gCLCgC|sp~fmED4b)i6k|r0t^cT`A)~I* z{HfLXVS>A1YI^HPxwVd#dh6h5_$R&1!=~AaJew@c0|c zp%>@;tu~Osul@X-aVhSL#!tbfw*ubpsdW1$80i?uq^onQ%rT|yUe+fZvxuHfb}ZDQ zz<5T3l;tGL;xA%$?)I?>sQA_P@{G4}zaafXTwY1W*F=ekesxuLFq!hSPEhPv>Z>J) z>BwF4dNd|n&qMq|4zL?5K_4Ov?Ks`O!TjCABYchf>j>MT8XG!m z0&On6UU#GjB$p+n7i!F+m?$b}>`1<)OI58m6e?Q!=$3X-@No$YFp4l5w|Bi|E2o~= z$}_VrDaD;RB;+&Mk2}`2I2Rjw=P~JO+BS{-d}+(YGJo^J>0LgBLE>BGq$)LfbEdsS>ODOT1jEiv6~n{ZF9$7U*qP< zR98BKW`Ce6N5>*in;M{z);Bo(DNM*I3u?3DhvG-^Sdm2?#+B-!oQJ)10$YxX(tlP& zf+?xzwNjpm?7_M&MUlf)SM(rT$gxoy6QN36b?c!jL%(DBPrzE!IIUh^Ln3#Z`Pl?~ zij2|#PE(BmZpy0{%A2~k_AjCBHn?B8i+qTenG@2P_6$KCL`~0$MH#qWfBhcyeVrr{ zfxi@^sZdp-h9)8i3qiRvAB8FM1?hfS2mu(WX&u0^o5%;}f-M!ncNb8hzDGESSP@gy6?q6LB9pl2s zp6yRZC%)-ah~F6fo~0n1-ZLVo#u~@NCw=nKkl`Gtm#k-ErE#^@Mlup=FFpJfE)uNS=ya|=(ClQjXyzR=SHn`wbuk8sE6kaZA zCFxnLatRZ!jTJ3IXLcxEf4rE(cX*xqRlzeptW>avEF-R>l;@nPKIBe^z@~J z%|@tFkN(k{qVUWx?!>T(blJ>rgUMV#Rzwgrd1sqDo8O;pi>ja5uNt>rtq@U?3y(=- zNTSW~I8(AjhWbiMx!c89SP5-5X6{ELPHBhk!O51&VAZp9dC(}_e){cj2G*0}X?d@Q zSfYmI_LMC5RwWg6HU}xt+00+vwAm&Gs6Eju&VRbp0NNpf=D|ik=f)x8Q;*tmMp?C- z9dfAVFz7-(PuzYe26uh`zAuq~Y8Eta9c!_@P(+pFA=MrT-xe~`*p^DTD%b|m=8>l^ zhkdNIofwywC{wja7Fx+%+;;n6WL7oI9+mK2N!o}0+O*jbcyV%&sY~uFH+>i12L4Ea zIViSko_7BSt+jEbs&53TF`u8G19fm(%X5;s9oYU$QFIkT;v%?IRVI1m53s>^BTCf_ z+ngtf>5;3qk(7#p@5w)3cX04j1T5-=dkDZ^+_O95( z{G|vqG*2Q7wJiiV(9kD+aN=VT4k?kX8)bjbaxbD*_{J#5*Sb$`vc_m&AQ3Z4jQpgf zS4KN5rCs9EW{nwZX_z?YVFdL{XR|}uQ!gJ7#f8L!aJWtaxu9|&jH3cC?m#6jwLsS@dNjHjKi) z_))M<9|Jk{jpjDKSasBgdjqv{dThjl`R1n}IL+OZtSrA3u}TS<8o{T=%W#0R{I>a3 zW`~fmICh~C1a-5sIfB10TI7?mh27l)5%ylT9GBdyD`frA%M-8ZU|;aL;?j9}vZ3?+ z{as|NJU?SrkDNhP6+-!+J;%~)rm$0P=`t2=&>p?b5|eL>y5lyErY8vF?HV>Wajm5_GHnQHg`aW z_=iT%AAZL-P{9IY6lg#%G0fZ-T&~OlQ{{TPB>@)RQMfN&NZFvl47$ecf-?h_Y9p9V zqw6MLqLBK0tkK_|sw*9YSe z+l9Z*VR($8D{^{nl8K(e{Bh1%cT+Ij(-A8;W*b(2K1R!1aB07uqqkCY!_laNG;$l@ zzD411{p-aDt0cw)I$C2k3;9sQg~2s;_BJckluWd}(91w9QAJce{kBJtl$*98d0tU@ z{iim<@E|y4X<`la&;3bf=RQr|e@YUytc9QG6qjV?Lj!No9Z-!pK2s8vL1bgTpVnX%T-c$B2Y5CR3Xap^QBbG zV)8)B&OmFzeAPY1r!#ofYrXdEpO<7{OiahrEKH3YVs2?onc$r{nlvNci;&n_lv~wa zIU-(M-~#S?jjxvxF3@jA?{DX87esZ53~F2HUwseXm7?4BO2@v>KVrbyBembW2Z3SL z{2Ik0MMm}3_X@_*g08u`Nr!3SK(6@MP2#kft?(AxiScEGU9A3I{;nP7c#URYLgy;c zgJzF1Y(U<*qGJ*GAB>LVbpIQSl5I0UK;tYFZ(D~s*0TFP>&$vs=`f%#Wjy1te>i&D7H3m1U@X6-Y}*aMF^y@TI~lJswHKw@~$8 z^56XHbTF%`RC>)wjZ)8zb~9w`C;QlT!bv!d#|e?`Cs;vUywmV<)}OUnn%cb;pOT_l z3irM@a5T!=hv)NzGzOhK`h>SzFfzL7a%AOb0^XhTQw{61k&i3S-UP=bO^o5N#104) z`s$jM#36RP3)8#ok_#FqD~XcM;4xQGpA^UmE8jXtBeHr5N0v+t#AkTAyQ-PJG@Q>7 zf;Bc8FY-ecI-7NrRaTPQs8>6vU=V;J`*BstCj9I3TBrl0`^f-o?$B8n5GS3A1xfe| zF!XId%_DP^uA*6>7C&gY2+Bg820y75LFu#V0S{I7{bEB>^4vq?IFzNm7Zk~6UIOz1 zhFL2n(o}KLC?d^1W8C3vG!O)U-oTd*G`pA}N+SO1Ed!%IYUFbw|NLT6#ZSXgPE6FS zr0O$XXPnPD1%iS_8_c~4!ebG4QnU|9MSP;Pj}DBG;um=3XYrWCLa}{XgtL1^0~bfi;Omvkfi8RS{{OQw%yC@PKACb1O6^o=8SkW|Tz;~cleZ6!mk>B zC=Vv|=aGWrDedFY0d0-?{Hi3&R1E>`p7-Y|EvDs~f|2ZD*7gep45Ku^SS|idY$p|H z#nl2@%2*?8ZMW2oH&^&YO=~G`L@tRz4Zq$V)zB;e7j?JLEeE0pDETRA(rkp4aPBo{ z*!XfPvx;29`6%5vCoe0rc;S|=qGH&A*n0`lS@!})@;^p^^RQi_9zqG-_x9WW7){RL3ZX%bEJ1j-e``8 zQcwO~47L!j+Znod>j$mIA*Ugr%=AQ}89~>&vHv8A=x$o7(WZl>#OZG|pDBudx-fQ8 zjk1oUoY?#~P;q*+CwSl77y4rPb{BC&+mX$aqYMn`?W|cMD->>Dw#Nd(JLTninb0+V zey&Saxiu%IjUJde=MO2awXC6m)qgm`(~@mUF`W^t)18{`tnIe!&EFmiG&x-SCipIo zinbx_^;QtlMacsFEEVL2E;+A-C&^UVDa&J@HrAL#7Pz|l-~r*YWN5BcC-_hTNV*Ct zkV_&OyZPz@9onw97<@Od$-;bIp&>TKHt_Cu8hkg)ZaIcr3aC1gVxg0p*mPT7CHt%I z+@}(zJtK}at}iRI&GsB=&Q3xOdH+M|0YLJxUYxeqo7;<*zS~WS4{GOf>e+?TgHeMx zRe67e<$E0iOxpx+Tro|We*u9|D+vuhI~P}+i%fd1LHQ40#&FsCz(DSO2cnk>Gxi;_ z+d(+8VV)T*Mb+G=2c0Rz*9-~%7zlIlUg^`|ZGap9!s7klV%1m>K07|;?~I6%^9M`0 z6@H9-K-Gw)jhCw|)I%JVdrb_4DW08~`E!(SDNI zjLTL4#@>js*=dd0{SmG;%`^Pu^UAo(U;$U7M*vea6Vx&?WWNt^&bAPT7I^La3K zO{EECMON?|kL3Q%Hyt<4>e#POzT_h*wq)~2$Zn<4MSzK4vV0VAh5Ye7UiV$--dBW6 zcYJj`jbm9^lP&y+!R31VD6a#|E7ncU4mYof4v8Y$GP$ZnOzYE4^q4vwY@=jeV+ z$2Lq}{wdKo@Z$l5dC6=?)N)%EY_zjc{^j?G@729MW}BXI_DbIKQSe_4SsP%Hb4+Jd*$7@J`$s+j0Nd8*2)yaN!g>im%~iOb?cSG|2Qfl^gU1 z(4U5~BLXEknJf#@O$jNx9v#GbuHyUx*Hpo0ks#%@6C{+e%h&pMGZT}`F}Iu&>L|r= z)6FI>A3d<0b&vLVq+@gLMfe~86Ku+U@y>PwcI}4B0jK@ofU)!-yONeo|Ro3p7g7k3Afp$JCYEwaY{WA+5EMnK1 z*!>R!`P#-S6QIMi!0bempW{`S&gu9^Dt)q5qh$*-Cl!^?CHjIz9>>HP3>3x`f`Vv3b>} z2+PFlGC`!aYU4nKJWJ<{(X(I{2G>4QZA!luR#5;(sD{XiF}gWN!aR&`Y^t^3!fJT; zm>3!Ts*Q@r;_*+=@M@R|g+%RrNZ2A=0E-=v8_T7@E?H^ez`o06{^4P!$2C6Hz)OYUlwj zD1=U=1?jz)_kiC2`_7tgGv8*7OU+v5aGw3_zJGgf5fAh=Xs9@;NJvO%v@}(XNJz+o zNJz*YUZep2#TN7f3Vcw&bTm|fPvF=7{f0>367HMb5} zay4FWaW>YfZbp1mRaHf_iy|~FAAU*QKb+2(cHvxX&Rx%%<95L92cx0AC5jGXc)u4e z2`*CQJ}P*c{)L%xJ@QRToX7` zftYs5^RIy?Zsm)wY5(C#|I1GpvA-H}zY|pP|3q8#)bOP74b}G#G7PQUX%O;O{~9?>*Wb(q{JJ2E`UDcv4J<)fz?>7?%D;v~?Eid;k9;%Le! zuBcqnG>|MvM~JZ3OR;ky;6eb!pkU8;KE&qQeZnC&IOy}Qbx$%Gj@{l!$~nQD8mTo# z`&?9`3{Tf@WdbXKYAS1tB0&as-ASrfXII|xLTPHyL>S=>rYoA5c)U4{k!!p8?v@@7G(mBcBXT))yoV&G55~J0wM$B8*8UK@cGrHNH4zQ+zP#og zJDmh_A>)#jTj3Eu%xJZy*@MM~tq8`wzDncES;0pvILvy&7LO-yHk3+2lTaqB@QE3p z94V7F7F{uW#l^HfVR}^`UBOgTT&;YVQuHDV|EmaXOsTtp5X!;llZN6Xi6sppzV;H?lgX!lC4twQ9 zUDYd0g)w!oy|>-)d_-hqYxDN219qD6mWezE)x`S%Jn`XH_aw`_v5qRuqR{S9ar|n1gZ+k z3>J@r@N7-J%MM>ZY4zZRTdfFhu4##W86Y}U{!2>Id69Wfl&}gR96Sm7@96L zG$qWFHVDs#zD^`L)$&38mQ{VXE;O~Xw~g2#YjDgt9YBHcujNj-39fmQu06|`nrLeT zZy^_{BzZuWVk9K*bkPiREa=-l9Q(-U<)@eP74^(RoI`n6dT22!q^Cx|hGIgXQ1Yy- zA$0n@*I{U$|95Km(?^|c@ZPaFOdwN|q~O8wghtq4z>RhyJprPcG=ccJx~OU-U9tse zHo%zvpSx5Wki&9{YW_)wC$!%5`=cXh6aJ*DR2#MbOnsXT!Iu8|Ii#jKIV5luqekAQ z5^qr{>S79$dE|MN{W`aAOv&2+wNvk^5+(wP|01xapI4dI>2#^mro)C}w(&`BN`WeW z;8C*}925{3`VxtyqfK)5t^LR85FZh5VN!YMr@|FA=aAp+lT7-$AnsbJC?C^#uJ zM}9pwX`^?hmemgihiTs*O&OLjRS6mUKy6@0^+?ovjDq$Y_#W=9Zj0Qzwjna9=~R-# zRJnk*K@1tv;=`MSSE3XNlZgdm*`k}&zVelhH)4FDA=xQ`sc@9?Y{+(VxoYW)_T6R) z>-Gv`!t$=aK+$dL#xq^Xzw~BtdOwj9HOE*pAJ|r(bR@CCLv-Ab`v{|jz%ARxeNvMp z8@ow)JGf8xS(4~bMj@W+n{$G#Y%GwZkLg|2NV&=D;DDDsI(_oN2C>|U5^xCBk{$nG zrWCkZLcUo)x+WKo$PfAJz=Uuk`SEIOvhX?|p}8*V*3ujfgsPN{I&AXLj z=_IcyZj2~aw#17uPoTcU8KL6r6dH(+I^wAdiW^>CxT*2###-s<&6Rybx;e9=in-?4$Gfyerd{ad;1v%9QTg5`GQnJE zDiI{M%bq6YykZMU`YyHZyvr`DNh~PylZpw;d}b@w`t*t9#Cz?;GOIs4R`^} zAQ9U0FG>lIS6-rC}wHfo9D;+#P_2~3C>V!Js$ZzkUs4*aQjvdf6_ zEaq68QZ1d88^pa0%4ll1-zhzqD}=#Yw$E&a8e<)$_Yt3wpTL2U!TiG1 zsnV@$w9WePuNmeMpCDstN`|uL`NH|V*-(!rzhjc3nGhVaMH91l1_`rPucn?}O&AU~ z75>rfu8=cwS9F_`wg}mlfpLpAj#>rnGUXO%M2|*$F|7Uq*+aV>OuF~0%ZUZ$;{}MI zcq_R8O9(vTmj;OoBXL0zTi1}bclY-Nf*|uLyM@`Vd`HvZ8w7Oz1Jmim;>;7-bttcz z_=vn=B-2^cd;D=p_dtgzBhg|YQTWE{vRjibufpfo8j^fC?nrf=b@UtfaS5-3Q46l( zR{O(a)kZ`6vZvsf0H_ghrZJo{)OoczW+s|uoYbUfU$+3UgybUod;kDH*Q8v5!s zE&J#RPmtsfVpbx3cq3Y~X;6kT(c_eYTMt+4(FMgOMVOX%xPT_FMO21LfXSfA*YxhP z1_>4oQ6P_n4G3Ua-6d;<&9UdgHzHPy?h;4+R|=#IILhaSl<5Pan5x(Is5YsCkFf7;8RpCb$Wd|=rLI8`f}-!U%-P`Kc5;=TPNg-;mjn~^aDs?08cX^)eFpD zg^dByZU^Mm)*f=f1}7>Iyp0ezTF08~kO2ZUo+CXaU$W#+V}K2M_LcTd(nH+61bP+^ zu)5H15?5xZGaDEoMvK)7?UtAy==dYJ)9LYUulOO^SJfk)3^E&D#O=w{2$&WMfncN@I*i= z8cgul7Z_CCI`b$-12%c>sf)8nH~BvBy)7~W2{?YZSbQ%~^=_6<2-b?O_7)_7p{1rF ziC(Sv=TL*l3b{hsBQ3)@uf-?xUk{gX>*W+O%isXsH3V+YFz>BAgM48ANd(UWU-uM; zBzg&D--<)={=mT}rP@axxEJV@y{yz%w<*V)4p#Xi#{=PcBMSvqYQ^}6Xs;sO?kM+79oS0Os^hk2nHzgg*CQ^(Wdsl}OnJ1$Gkz{# zAY2LARpb?PW?E5;Fq=3PMRwI=h*C*B_i+6Z3qHpRFp7D!5bvV6#hXnb`$OyrAAJ>L zJS%G$Xpen)%uI!)Q3bV1iPc@P+huQnr-L&O4d>w$!8D)ns3n1L`bZZ$t*oR_s@7AE zJ-KxUorUuF7g}~~PA^t}L~>VNGJJVrJyn;)sG{rjy2DARFCIwY^uXsfbRQ8;#{`KG zavc@&!D&eC>kWFeM`|vGI>)aYdtA3)WBX^l@p9_fMR3>R?u|!Kh2_IadzKbV(6h(d zt#X1@r+QeJty6>uJ9(nOc;c^^{K(35nlOIUX`t%lzim3)Y_Od*E^Xz&VorWmwW%3<*Dbn zuWMv*_mi*DTmfREiTD?)V^`e>y3H{G2{nn!BU_``W)Hxk4yGDjf6aaMJD5Wp$kU65 zXf5PXrw!DO($|$t1;bZ^)*srIB2jBD!lA&)sD1Mt!9 zX5-~GEwZyJiKT0tGt0`xO`w1ZaWgm`b1aVX(iu72ZQo=(^z^vCqq^~zllgIXBCk2G z4Zh)2h?&T3OLN)bvxFomNY&-XwLcfyIp(a*n?o(mDYD>jOBI`|C8Kcbqf^Q~70hU~ zQk2Soj)(oRA8gXDy+-W%v^Jp_dxC#;Lnv)MV&Qmga~s<{?2vg)E90I}C`HCKnoOJC z4x*u#nTajBYiaULdVw+iBI?_5x9YF8YE)!%&WGNdE|zSWf?5@44!`Iorb9_D_CTp1 zD1{E-jYNC6xzOZ3*1NRW%RhybQuun7a`o!%p0x2J!fQZ*vhA~Wh`gU)uprkOrr62# zInbd{Yeeb+@fRMG1Rq`ekf{MVRMFT~3CAwohrSo9dJ?*{bu1G0NK98^-k6NaMeOb<} za(9Eb!9iNPX?-zKkzOyqKbx*L_h05y;o5kH+cPH~2idH7(A2)sJ50!weW( zo_aPgv}6lS=!&;*8xbPOK7b}k19}us6R^!nQ7*UI`K3cwdNJS1!|7h;bRRMFQwy7} zqW}VA6BIZUC1XD1;Hie)x#VRFE{6X)h`zI`2#l++5k^OyqMGcG~gM z!QF`@*<-F$=razyJ*r%V4lNAki4y{a@u2yknA*l zL0_Zt!7TBVc`e9!>>liyS54rjC5bwxu!|NFs8cZ{@zk!r264jIA0NH_>Gs+(&VjF# zp~4Q}V8J9_%UF!QN-XI@k07*{5$023jp%JfsFuKgPQEN2>{;sF-t;hDxB<86{a4ht ziuFTG0XAX#lgfo<)vfts^7X)_%dphnzD%#iqK2=aDzqwAJZoHb%$pjfzf#B#CEicY zfBX%w_BVds&Zh`04)Y0;s}4stR2V4k$mWSyT>CPmh{g3N>CBN-s{H17ahhh4FEV>6 zPcwCcDQ`g4l8dP(yBry`#MmGIuu5IzR?=N9R`<<)0Oa+9 zV;RU=In#?zzY1x29LoP5{mg$*Hle!JBXQ7BPlLKMsN&440}h5d1^E6VnlVXCZSU4y%AT`997|F)?)Y`Q4en4%Q+^ zWNCu5vA{WjGCGn}*~Y>B2eeP`i6rz=UtuB5k8si=%4jwc$*ZhK#nS`WZC`~xUdLjs z@EyOve}AI#3*>sf0oA@z_d*~j`Ic(pRo3EQy(yGO6d#jaFsg9ax$E1FRiOZCOxgChLZ=yB`{WTMpC&WgN|OJmeupp z*2=JHV>D4s@Zr)rfjt43>E=Um9H7qzDitZ8%=oP^?lwMSy$Fu+Nny|Hr)29KV+HE8 z9xU$`G{Xx=U1@HLq_7_#+eFsMemG%nW0WxsMH9u2kSVW0vG!d!pL&tyf=6{>`*Be6 zVmwe-n`EB3tW~W%`0lDI>V}gZ!NbAYGWY!muECH%LQv_bNeucmWH#uAXbI@t<1+Ma zd>zK`9=aj+`h)njgTx8rhq$+Y18oydfa|8$;~8b#wy)+E@oN%vSrv+p(1U z9b5BQQ{q{*p$^J;nQx)EAzf%I@Yxm+n_OOah%u;5m@@??mRd=*)*$#QGsF+1HBT^~ z!rvMPKKS{@dTR~En#8Y_eBpA>5``8gs}3Tfq~iU4SynuPH*@vW~Kh~ZX8eCy4?PPv&;``W*{c+Dx8@DI*`I*N{T zcL1K53AQk~*)5@7t^Z=$d^;X@@`kh3w&2&Er`Rp_22VFj-2}s_ssPe8I@S26P4EDz z>k8m?>QlYcT)`a=tcT1a#~qwl1(Nj;mWzW6x9OGo+}`CjV&|V$4l~o zjPaGn3F*@QT+2Iz&~%Fj3s+U+qtZwk7^l-ZDV)M8Xu+eu*YWZ}Xei)$T?dBX6UozO|)V|<+Zt`>9HfIG28 zoHYBtpocv15{k2`d2zhCt+>t6%hDZ4QvS$$slMu_U!c(~WNc<;fzrnul4cE?t3)QX zNl%5Br(>5>#-{u-L1NM3u+v$Z=|2GQW0J5e5upIDMcIVVaG{krrPlFOc0bea zHZq+vQW2;QhCE8|T|a%dpru}?MBBpc`=Ys#rO396>)-E<+j#0GgqnZdBr>T;HS_E# zuE+H0OZ!n;i1{2DPCYNF_T^no#14^(&RA~`)!_r5#5&9^WgwdDl6;E%*5)XJalJEO z4#<|ER{yn6YB4~zJriQ)9GP8xna7O*B4!-2{Zi>F%8M?qThsOsNR^QDE@NQr&*0xX zHx_CvEpi@t8R1u%4s&cFgN3@DbQ8H`Di@kBG(Jy{JuIeJ_dP~t?r8RCb-&H|=y12O z`R7v~zIXdmL3~|HrxD+40jx?3NQ$+Rh0M$8*0LzTr(X!DVWrlbwBghBj5-`B(O~Hm z)K%Rmr?lS4fzfc|JycTV8?Il`T~de&@#xm~e5t|XBDB-=d}1|He?_sd$B@g2I!&fd zsB_N|HrdJCYqT=EpFaw*QQOWrK10TU%;CnPv9ULVjfwnL>kqNaPUpyqtIld-M{T^6&NdCxt(N*$|Z^5BJH2*lT5(7Oe#xEY9%V zvpa(z(a$y6pf|31GORio6BLl_#Z#%iQ z53Tl#-epZFvoayCZMxFhhtWoW{Q!fKty*$Jqn&T~Q>99Zw;!8?py{fj$h6o3H9B^K zJ(K;~t|J|I?{1l`6s({$+I#K!1eNiNED3fDa-Zyv?r%ZoE5HBkZ}h(eaMP#%G7_pV zP>i#x&tnIBSy;fMKn7Hmt*ZFX!KTQXWce2)Y^*cVR5q8m$r>NJAKvV<{`?5nBbaoG z;6nw2peOU=c-WLGd4lq(9qZ{XONu-xZ+rpJMK+K_|iHVn(@(1VZso-ig(ysM_RQ}4%Ne# z#s4*+Xx@>}u(gSbIt!j9? z*-TN_Eg09)Mw&*pOHYnzaX39ygbhwtT@U1nWDx^Zkm{3plIE~0>@2H-mz}U6muZQ& zO#mSwsto&z1pSt=Bm zXvxi%0|l7!dloalep2D=_EeDu+_(6rCIZ;p7&iWb)Ek&y$l~fy|uL?;yMV0&=0k04S91pWVIRq$V8A^zvDI zqVDn((IhhbES)}&L}xF&Msxj-U6@RCU^HQ&A9J+;GJbdc^&$WJd*IpsOG7ndVD$n} zlsgYz*dYm^tR~ALE2TQ(vAB4|xp&E%#oMZ^5BA?I0MDN;DA4~*u`rErvA4CqvDSuC zjJO!ax5uzHe_^(-!%57ZbnP3^az2Nll0dD;RNFyK$*S>Q;0PiYt@{6i4YN{M<%BH}1zHGbbeG`1OR*N@R*ttk% zn}UF%2v*d_?Mb|U0a|^Vjn>zvM&t$V%2X6Mkc=h6PcLq-T*xGK*JB=TrX5pd?#jL5 z>}E$DMjCYWCi?Ld%Z7aN9(a~^N-5%X(72tDa!H9$YtOat6pk^2RhEx6$zm5MdvKI?=G~a zl))CLFeEziT$wi7~{4(8G;7(&wG5Z#mcSws{y4c=9*Xq*RzrJ6U05VON+UyQsiW zgR0??_t=E5)y`DP&(jSpg_8s^qz*npd6>~8Kj}X52}@P$Hw83FkO+mujd(S>d(rqs zlQZ4O=ihSgw~MMM+?5#Hj52U+O#*Sf!9BcC`|(PTB^Kr^U&7eZIku-z6fnBQK#saW zS}nrfz>8|Pa$ORD%~|S?pG!H*4YF?T#vb_3)@6LCh^(=fjJKyy&FxV}f*Ot8j}oiS zS-CuKWJu{*n~vxzK;0;o(tI*9bR*B^RUkc8Bf($vTuc9zPjN!;LDg^vVvF4f_V-x# zJ}KJv1Ut}@HGfhWqB*|ktO<$obUqSUqwQo7P>?m0cli0#c!YfYzju5t*8daz((-rx_I=bbSKBeP*+uklrz6a247$x@MB->P5i# zjLJ%(5?4Z?E?t(1dkpW*6VZI3N<;?Yaog)v|Kk8Y3Un}bx)>b#32ksVmE&HA2>1f`EKUWjIIyR~+NjC=Murv$oOrY44N zu4o}^-L}|e??qH^i}X!y{;QkS1F~r|Y`ij<$YR%3$Xs)AZ(+!Nz^F#Z8i>X-Kn(qSa^8m6ZOB0FvOyL9shp!=zg@uM zSRz_aXfQ;nwdpzpXngw44?&nVk9eoedJ`Hdoq02zrj}EJBLMoYWTT~wAgvnFEpZ_kO^w3b!eZ%m=)6JJ@(!M z)9!1Y;|47XUmO!^99vcHt@3HtFJ~d7BgCu;JXk;SW#&76ke#F=`uC%05O8lP`-j~B zEk#w&^#U)$GDL{ieHJtZhAcirWr7LnBQ0rEOk5EVlitFU{^g$u@|7P<(?E;Z&bBH_LCObz11#eYRWFJ>+>1sAnNl~#1eD*- zV7=p4c5#KTtD@Y+d1?X*)>ol!gnl^p%rviTdV4aXhz~psQT0H}HT1mYI^MOlh1+y- z_Lct>Ytvb5b!PJBEnr0Ldz0MjO0p>q739CnfKEBsJ~mGN$*2<3;d`aljg;$WuF&#w{Ai2HB)A20>$+)H)te72sBA>XcXwIWY{k87EfepLmluKZ~n`D`_!fXqMpNkh5F|3xG(Zd%Qb{0@v}Yt$Fi zGU^)1KmhYjIiA-mDc6X}y_1*rxYwu&URcpN>iMR0t4<0;xGWx?lCl_#TsTb6{9?Xc zz0h$Bhz7+>OoxLM)#CCIPW{xkvQ?QM`#OUp^_L>K_iQ^Hc72_kPxX<zRq z!qF9YZUs2e)nX=Ok9KtF!I}2|6g|rs^s){S!(l2#a-Ou_7kv~q955}IoY$wj0j?-i zEQ_DWhP`uS@tr!exjKW-ue(&)0ih4bLJlX5e8Y+#UGNS_@>zU&5(d@t`C1fb!xazU z!9-6}bYZLwNwclr*p-};yV5bWymlJ6(n!6?ACF(0c>!0`lsE3c{k`ZIJ*c2mS$CQy zsw#L#S4eiQI`6Y;u~6|<_>5%EAC|Fr1Rv!3Qp@WLb>;?%+{01?h)iOUiJM7^-b z-Nl+{2CAlvu)68V(@*{-MVs3%8+Wpg8P!Sf5-|UKh6Z?2_?t$4l=r0X9dJaFxsxhp zitH`l+CkUl5lrUJ&vuBX0IGQWF~$-rx+z8`N!EO4AKFA;^UTX|EvR_y=OF0zOS>z} zC~UKaRB!eVqZ>>Qfe^x@BE(9vI9L)@73mz=mvo88Ej6e|)l#-frRJltbrp)Q?EFmC z(TsV^qYHh#2kwMixbpN5R4w(HMHi`^C6EibXvV4#I$=)(XxhB={-j`Qj_KNv7t>*N zS(fd@93ostt9LN`3X{Xj_}gbUwx9|VLY-z~%hu#Igm=PUSZr0K$+*awzd1zN$Kp<^ zLtYGK`zQe_mFKRxrP$0O_wivVb#w!#%PqNc-F7?6fp4*^BTf)(B&T=67$&J}!J9|f znvxV0YgO20iN~vxhrK#W4bq!qCMf2O8Y;S{cW+1fhYO;-WGZ#$_PJ6#AFp`{CgDq5 z=2bgcTKypYqal1QgWR&fp#qH*wV4ZLk8YQfpKuJt?1k2&)M;4mQyYr#`pyZX`& zN|(4Zg2nL;ThDMO=6Kx0MjONZ1>8wn)F{(o=0thZub~}LLJS6pF~wNXOnm?u5L2RChB%q4^i;*isKCFwiUI-v3^VN%t7L zrQY@g4Y))g{%~r3czHvaRU*sSu?`qqnW`Sis&Q`3XPv*kxQ|RX-(lay;c9=l&4HN~8!EG)w2T}e$lJ@bL3L3BJ$;}GVAAo)k6M`i$sswCx=_9ieJ+7ZzLhd!4N1#?W zBa-Yi4h1Uiv3s5djI2@RO?GlBss!nLuLlAuhEX|m$==XOV38OL!va8lJM7C$Ft?lxSHZg z1IRqddIaM>Q!?b{+LZibgIe!N-LOnYOqO7%V*<<1s2Nv+>_lXAkHx0X=7{mqg+>S7 z6`FWb`yV$TaOLD8$-at@>~8n-k~{*l+;kF@L{h#p!Wi;D$xy6xV?`If$WJ^YuREK= zIEMK2TxU1_0KDD*WFbTCVDpDOQNeM;s;CvEoP+Q;I^N2i>(o8EPt|JkhQoMkT9bpz zaVk|}jdrST;gJzZxQ4SkSB2Z8?vkOseym)K1tELoZ{kMwJ9Z|X;X{AuyAPI_=zR26 zQnFpCTO-2;#0AJ`k!SGLtFY5C!#urjae^E3L6LV$jo~dw-@z-BqnqHkUY9>2v)^hRp zVr^B~1AemD;hZ;F5+U*Z_@L=0bdy}^JnT&>k~DY>!3!vQNkWA)@v_R>vr z^WwLg?0rlJzpxI}oZO4g097PV^-~kxfK%qBGvY#_Nhm+f$q{Ak<4rpgEN6jDG#kaL zjenyAqvL|5LI-ae`|cHIr#gRnZA~7;jU2 zzG-!6QMK=35G1;yI=w3bsQdE&$WZ&s<^48nbKA$k-p`}dj9`V)qMwW3LtO9T%Cr-D zStwV@&5F{ytY$*52Uh>dbLjCVu1D2^t#ekF#QDqL-`?rLa-&U=JR>vP{<^CFC+9Ns z)|bbeY6?_W+v}-Wy01A?%63m*&avA2P|g5jwe7o%hmJO3{Iq#19s}0{eB-Nn2_^p% zm4R=l9zE=`dzx|cMH%Wno4cjGW^g|jq1Izes^GL@(w1)LN}2mPNA8LzzlmG_&FGLO z9BFHJ=L_ElXA%u3n7`Me8GQ7NAd~38+jf5w&&KZP%_1nh&AqU@(5eE(K~iOdFH;Lf zc{l5{bmX6us&8eByK3|`DP3;N7O71gPzSIoAU?8`2ybY6WY&0>&UQ$O%2Fwka_fvS z<{o^7k;77FzddCSB#?fxRaLR)qAL9+faOlri7xboP=SB=E9Kd_ z6}v3DP_^2rXAuSbqRq(ynX$hoia(D&IykVOqH6qceCEof2eQe5YHIs%NSo%ehc#@W1b@sK@7-Lj4oJ*YD zV1xyXz(jq7mtOy@~p>E069dn!i96kYxj z|2Dg1HX3ajbkbN(thmQaYc9&Z=|>QlQk39~Ul*SW33=#@%Y{FkMho(evg{dlgk?4> z!$GU3T8e=*Q&m5(|GDMl*Xu@cF64vR16ftKQ7`R>Ez_Nvpmo6<$Eu{g<$w_GJG8Umy*E>8IFUHjVp`ud*0Dd6}^2%sPjCiw`)lTe0FX zspo^90Z50WzHG$dox2Ia4iyCpi?uvMxlbyVnIH~>NGx9V6*+Y6Ox8d+GHR8{kB1!U z_OH8;_L5GJg|XBkEabdii-?Y2%AyRrFqA#ttN6;9DLhw&DlBcDr{Q(_-C(XY!MuOd z7lbp#zI~An^`Y+>(9NS;C&HnFMV1xBG&qE9C`N=As+&a=hWmx{^-XU7z$~^)x(}jk z1)duc_BJFJPtA9?^`87!m;e}^y`8Y_KRVs#WC`IC&etZc(Y%vpJY2czTyR!ErL>;o zeJ118h;S9;mN-EFt>yDZ_8HhFe`$z!@47d{o6=i$?audFv6K~-zeDrDgI2zvuAO#U z?M>ynRiNG_&zZbgetv%dXT(`+vB7G*=>5nEzjVjy^pgK@Ci$9@lUsl6kXY0!&UI%J zHb+>*yV$Vv7!DBQ;7qcca-%&W)wPUs4n%Z>Nstb@OSqjQ6#(MPeMwy3y<`_sMA0L7 z9P(3zGWkYlB50R{lB9$=A(xI@yIJD<{1EsL3Ab8s*QoB7>?ph<4Y>9D>2M`$kYCMe zNu+vIR|lJm!YCOgFuE#wGs-PmO|UilR##4)X2xmXLUn>`(^q zLpRGXvlv-m$K}0XVwF%O<$B0pa5&rI)(ReD5LE(n19mdva93DAjiy+<^aTLnsj(9u z@gzRbq;Svjdz!?7l`tn{lZMHxTOgNj5G*BTs+9()8^%Ws zO}xTW#nze&XTW^q&cahYq|GC1+XpAYkxa*(14)h_L)(%FGh93*s$7b_GVw zip_yyHgnGRn4Y!!VA)32N39{fwp>9Fu=Rq>RM(!slo_F_jn}&58;VF@(-@Ij`(^7D zDkzYQ2+}Z$G&AG4iV1^JjQIc+c{jEcEex03K~t6sH+%DGjj=+%M3ML$uI%|`9U3+N z<20GH!r|o9O;Rls*I_5@X&#v#C zeKV7rSDAd+el&_GBXeWc#n%c8s2ZytLAR_fE28g0pUWto>@6D=hesHZPk4xNuePh= zkXUK_pj-X3y-X-D{+g|B9efn$ddl0$5=7_DpSD;e6B_nlg6WK*{V(NnoY2h8O^fo2 zOyS&J5k-n=wPn&SwBYzVy{AnKAML7^8<<7!ZvR9V)K=N*RBQo-`)@!@?QCFS!0uONvV20Ivp|n2Fr@NnBCCV= zI(eGzf1r2E02x0Qg);0OG`Gg#I^OwV#9dy>RCbmBAs5i*)we-158f=dIkXL@Plz?8 zjTiR}*(9cS4~VU-BA|6dU_P7AIHE5%aJT)T*OX3#OV^i1x%$Q6?6P*7seo0eys~y_ zXT-_SqWBMi_YHxb9Ce^oN^S0ns_`87DA1U>_{VNoSjG}7*nw_r$Tb$X0mf-`7RO;? zT<{&64>dxtag9|0XgN?<4_Fr`ylmc)tzf6j)4Lm(r6%Z`aer%Ezp3zccyj#8<@xRU zIAt#l6Wmoi+r9!&H-8H~--hIb6@gYg5aIFgh{#N)*f<85*^dzH@>jK%Z?d4>z-8-u zTLWRVKB2!a8qNUtLVtMWl?eok-LyFs%$8zFdtKsl30cKe&mY|_!B1V|hq(c;{!5V3 zJ@KK}U5gL%x?4GssLf#4cTF}4JYsXNMb~l+=~ccoNiftrjt=}+nG!HCU-BA-j}sJR zQ*8w%jZjE5z9*rfR-LxVH#itr?g6bvNc&n`XDaE*iyn1^mEj%6GNq;`?5;jfR081b zRq&17;D%QrYJI>eQ;5WC`Tqn22Lv=enl?XvzjA)(=gM+JK6T=B*`2YR49-)wPPUM0 z@%CvwL5C-}w?U`^b949rU?T9RVLc?Nk{mA5utHbSp6{x;9iKWs@6<94xrnb^?1N2N zV)I-gNzJsdXH6+=Z#4PDXPd8Ox?(X|n@sDhJM4ZYLP`EyGq1X4<9Ho>fe|q3%jFq} zfpNxy1P<)vaaU9doX9CCP<_$~CH3-8JjTB43(#D6MDCD1rx6c@DUDYne z96sot?(O70wKiGYwZd~Er)7~%qw7y~m-6^*fvfy{>gpukjui`uJUspzcWeMFYBLcl zP9WK3#fGLYKt3npupw#)RF_NZgh8E}pKlHlk-5N?`9nQ=cS|?HPZT>Z6Cd`~VL2Hb zN7Yzkgtj-V!6s(Hk}<8J?0VCOfvgHdh`u&VX4!TK%UR_r*;001^~^<&aa%Rr3~)Tz&c1jzvE zpD>2Se<^$vChjuZ3;i%T;nroFbeB5;6VedJ4bC~aVlpTB4|(a!E}mozq3^fI)kwGh z%Ez5}L}wzbk5trfVdV-b(k_R%69p^yabTWsa1A-j^w`fU&()B}P0c#nn`h4Zhh_@L zjpY1an+j7pPNpiNK}*S;>npuWlW(y@TyV+nnIzT>cCQ03oRp~Z77bC?@05+)8~e1= zy`;jsXZ?K$Pai*4HvHwZNl|*b0a&ud%e0r27ahr`--!5eF98@A|0QGYjysOp`t-D| z*g{pjRC>Zsw6(V6>pEJE*~G8HiH4BdDg*zvgNL8|M&}JD-5M3#8K+eozA_gi`)O&i zts4$<8+OQ#xGW+T=n3f4;XWYt{Kr_J4A7G#4sr+DIiG&PdbFAz%U7XsQxB8qTRPob zxogrWr4CD&88X_tKPi>O4!u{+j7@s7Y!@R^I%y19iR{Z|y)<3Vm{5K2mdxmwReYkRJlkc&2X#s{8D}Q}62CMJDg@H}2;_wI=15m>o4d@ql0vLQ;)k~UUnct5NB(%Nvm4zih29tEH2)I$uzK(Qpd<~l+^3ge6rMG?jybsvZz zHqHdQm&1|wolm_GsRF=%0>DRp6d0p;C4#$_Y_DY~fU=KzkC<{?|+RficBO z3@4ex$9rWi(K+tOT9SB(W)=ftnLGziAU-`~p#li)meZ73q zTx}W|m+($*zrz^dQgZcsBlF8@3tOOC68r#D&UcY{_h6UudOoVOteDAoVzLgY-;=cTbz%DCgA3pYR_`mn z?@fv9xAe4f@sAkIY{-#WRM;QIVP26>^KpjiOU67P#D4wbj0gg5$@vdIX*-{W(@ZCl ztaV~U?U{D2a;D$onwArBjt#0Y_!gvLG&ItTIDwElk;?mP(E~ zNM{Q5y|p@*ERCL;?&N<__1^JRzi<5bImb#w$jXY0WT#}SP)10yw-b_0jy;ndp%6ux zm35AB$T1G#BrAkt9VcXS%yV#z?@PTu-{0?h|8b1RdEMi>uKSwL`+mK-@~)C`RYM$< zvBF5ML>uVNNuOO+BTh=Nr0`usPHA0;@)SxSa)E-GszZEV>}sNuHS9yo=>HcBJT&s7 zCQMwLeV91*XtVGBWZ%e&$%@TBYp>Y~OkKE>^_MNTpRl2pc85yk zM`2l4`qS!ShT6Jxhg2 z-5Sv=t`D3x+VG9QEaKD^Ujg;DLj^cGCqt~hm%2||*~E!_;Sc!_+gRSA#D-&?NSr48OI932s$Ido zz^m!?6D6a%%H8`8zZ;4J-`y6+n{-@a4Y2q6FP(7yEg(#P;-%_8BiJ9f-yNdIf4X0` z?mm?!EM&t7m4CIo39 z?80up`_olF>AY+DFKio!$hfl8}7uB5#)8Z*`a3V8+v- z-8EWffs_wAGrs?s2NM$6b17)!IQ;Y`ChMW5lao>0R}o2XT@9;QUQ+O9UG6#)>n}wT z#?4Q>AFWu{ye{C@SrSbq#!9ISKcD$h3Ri|fj7UyTW8O`4NH%ZMZ9oto;;c!iX=nF8xyAvmJh~|qW!LBcdP~^JVvGy zreuV6Wf<$(Ex#|^9TXCu777tI8)9zM3+27ix?=LIO%J$W>a-OataQ`b#8n#QIHIU> z3~#h;Zx>MXtsx`4M|Bom&Be9N=f3J+b{nY6C>9F%__m)yC}8R}p7nG>qVXoStW2q} zohxvj4a2@L92nNhJnY+0XUdJ?VfwkigjO@+MZwzoogq0CCv4JT?@l^@Xf+x>2={Z{ z+P?K~cxIiAgg7nK0iE<&c_sA;_Q)fIX7&2Z!_~W(P0O_Akr{eB<#kH?U!9`K<`M5_ zx28^d(|Q^i%y{I*p=4p#<^Q)IrJU!z9y|#WJ-%`#0`?b?0sSRtOY~)Iz7>sKSK}_+ za*18>ps`PO1OfKe`{wjRA8nFyqO@+_WJ$fV&kL*2g~tCTfLdC0 zU%&%*^*t{wWLE|o`n3=l_kWw#gwZ*hQ%ai!Z~PqbA`;D2qf z_#g4KJt0Uh%V+;M`?&+%Kye=E$3^z}GQ)p_(Uc9){J))yzjgx16c?v8Hd3Jk`a5K^ z&j0%b=EncV81%48%&o}&>7;Fd;{WqPRN$fNnr!!KLs1g=%*ZVj1@rhe_ zN<4RhM9Z#QWN3U`+y#l=sHXw~M^UGXSu3S5qrp;Pd9fU3tT~Yzyc>*odwh6g3&__e zX;&GR=-(}ZK7;Yr1*5>hAWMh3Xhv``ML&oH_J2k)-6_K)uWtgtY)Ux_69^lm(qVK4 zhPT1bYE9%pPHt9t8sWckZ;Dg7B~J;o82h`G+Ksw{VXlWU46yW^&|f($G`VMFH8ao9 zcKm8rD1cG?QijNPlWR||@2AIXN1p4-`#ve*%w4gjZucUB!y@~c^#|O7yTNP($u~J1 z3@=@9Holn9OO!lNV4r&QLsvuN;3Cj%p}`>EI>6}PkMSZhYI!lkhDS;!>d!8inC|$Z z?J%2p-<$&0qlbrj9W3$VSpm82%Zdyt7-xHCW z@HW6#r_NG?!!O(Fjg=#U%2g{JQhL=Q-eSdn4PgED1*8XuJSaCTS7mfcwMVJ4w;QdS zgOh|*)J{P4RHX_^>}C{Lu3!)1j*57zW!;cyIBYG^to+H}O#ys#xfmSEuJX1yJvw+g z#z4&gaS9$kx#~z?5mYpwT4G1r{X3bc3z}{V*WHJ>nK)eJK_BIY%~Qly1@MgJ-c4;b z@ydStMIByPUV2n(2D!0hC5L8{-|k?_KEep%8Lea-!5+itrZ;E0dO z+WrKkCS<+doSTxYT#g1P_xU!kCk?T#>jh?S3%_Egb!FjF?v*t9ZEWs-q5E&|iV*8= z^{+j}ctaazzj9jc`AJIC1#pv$0( z#N@?$|Mq2}&t-&~iFJ4!ulj-JkBp9EdH>yQDbaBe2`xXxrS-F%&qM9JcfIX?_>PSZ zg`LfKr3;mEgL&gL=Dl-~YWke_bZNYhC6)D@aFrWN4cGq!(jnnFrAO6fdbsP!TRVpL zqDD!|qCraeUs#x#mYhw%lAXJo*j>yJ=z-!RRr%{+z53e?svXkG)(p5d#P5XRJX34Sf0?{6nA?fu^pis!+~y!GaJ{KpU;I^IweuzW0Q~Bil2-Y zt_&6~tcB&m%qzRCbB`OY5!s(U>)C4tW(hgKUln**!i1f^Z=Uwad%{B$LlO!Yy*zP$ zCU@eiDAY?Rz<_`oOxlJtoy%INfY zW|#U+FC#mQp+wOtp|`Cb+B>0eZJoyrs;?T~UuKJ#Qb9Zuu5lgoa~a$w^4`nodfXy8 z%X3tVym~*5bGpv`p`n|Az|2Vea4xAyzrS<+ojj+Q*pA<7MQU{YG3;r_ zd3UmSlk0)~C}u zyJY(6y9LgPx)&pyY)q*R=Ri&~`c4dVtFBa&et!sh19GCRWY;tT+cGBxm8>evlvkFl zyW#ZtWlD+Esb00!Aqz+f2n<_{R-aT-?WoZ0l|WC}B9D~cT#ix5J@O{#S}G8mUW9u6 zfI9RM10|^3Xx@P*XB33jDU8x9bklR|nl;;Ox;gJLf)!&_2v(zZvI6TT@As^NI#lO0s{K3!NhRMd1wCl zpTWiLcOyd^v!Ef=6_Ei=dNuM?+&!@jHT0XSOybZY7jLZ6EGjX#RTm51!sV zukGnpm}u3>V|**RSrvSI0ee?NL*Ufuaw#@eA%~mHWNFvcXg1|Q%f#zyD*s?fA;}y; z+0k$AU1{^O+g?9LwlaT((k)LEX^$3Z_gk8Z_p?dk$W%M2Z(P~3`qlo8-f+S4jGu~~ z`f5cwo$t;9dBRotw`>$R%z!Ahdh!xSi&H@ivhX7&?-1u|;^Lke0eY(N?cGu7`7HG8 zLMHQz>FnfC*|W>R7x!5jUF~djj~6-!QOdho{l0w7C!myIu?hxm{v++f`lW=Er=5u}aL>~5b#$A98$v~Ivn2AZ-83gBq z%feOQ6!tep61PZ@gMcwazp>)gJ{qcaet|*4sZtrdUvcoZ+pcng?rL(8=QJ|ZC=pVOi{Z_lTz%e zXWH2h6CbAqzW)4F)I#X=-Skh&jpub9OQr}-;<^V2L7d~O5oFy#qprG(HBuQrDLt)E z1$?3K!HuUbvA^`8W;Jzk~ouCZCi&FOCNzAh-w(qE;EGe*3K?u729nnFydP1<=0t=MfB z-VHf9@|wizW*9?`j4D+CMY#0}?8Zeb1@>I2P}5oDrNKvd88>fC3&>!g%$I<6n7&B9 z_So7^UHter7OFrO01f~S^@m;vpw6~P5g`{JXj$uo39>D=bQJJ!)n2sgpP1(4+`E+9pN6q zu+$y_S9EN~Lof4Qgr^Vq=+vIZ?Qmv7>&i86j`9uhH~(4kZ^@EN=fQ+uzDEyLmPyio zLP{#=El`-@IMcWi@Ay0mW*R&`w?FfY${^1gJxJ@G<7557ynjNB2h-oi9BVHALP*)l zd(K-aqfvJ}q@QsVDeai2Qdgzp^2{!gi8o3@vHsGA)!@4o9(3wlc&_8F(V+FLHS>Wv zjV`fJg|v@m-CK!7g~&RV*)lBp8kf2ClEH|3b(qMbu4D3&>=`Vb?gz)0?$jnh&Tpci zVmdS?!ABP+38UsnDs(wEIMk?L=@AV~(w4HXy^o+R{#Av=-=&B(;@fvQUnB)t;D=wR zXD@c)NA7Xj57lRi;~`o0ho2I8j%?NyU~#ip$+VNs_}OKtrBFK{A{Ae`bV{H&!EtU9 z-v>q(wF23`Gj_;={{8mpFQcz138uYA0l|i^QC)xF@Z1MEfx;MVL_kMjrFYUF6UvUivliz>Z(y!e%>O_{7 z9D!!?Y+aD?=sv-dT%Na8Eff#mk>s$M+M23izLDu&d2XD8Q~ixmv#9uaLFG(Pa)%R7 z=27r2GZFV{A+$oW+rEpyDVXQ{3#JkVlOPJ+x5x?Xtj}I0#99U(^rYd}1Wsm`bnM8- zs*nCTqzC0CUMEaJ4`Z4YBUV(7-oN>Y6s5)8u6K^p6FOA?@uR&zAxZafSpSeyESkfD zAvwN)4&|q!Z&abHYm{5ZgI(*aK(5eqB0iV!**?6aVXM30K{+`QvHdn)s4$_iXiUT) z${%E34NFIg#2FATq~dur_xmR}ACuF*P~?o|Im>xxuf_hVv)h%%WA+GFuK4DpyqOZs z4|5%hpg3u^ z_~-5qibyI(&?z7F@CVM{Gh%K8+3wc7*E(R-TY05iDlM7%wY;RaI=Yhgz3^C7P(oO? zm$gOqRwETwu=t2gbQa5_!@YAo3L{+a60l@x=kfi2C+H2L-Jg89fTVL4&QE^X-MouIlFg+)hxO@|_ej zi;_)V`MP&M*%xxM((yeS2CTtY!9n52z_i<;ZOEww0ou{{+dZ{7<>ylZTsIS+P|Ub8 z7Vk%l6jFN99B;pU`94J|Ql1{AqShPRSg$b;I^^Rf2w2Z}OALw-M|1~lSt@i5^a60m z_FlXq)rt556IQ(G`lwI}%wPisnfADKs67$M*)R37j22hzo15;cq{Kf0{0>Gt3bp4r zk;B>)B8B|ETroaBWz(i3^tzm)bk~YRFnorJobR2V%3NJw`Gb01NSEWNDlD9g;&xx} z^R_8%Z?C#@$I>>cF43*FJJw$N_=&Aryh{P)-z?LP>w9dQhBu#Etf^Wt5~yu8vHKMO=mpcGMx>Uav5BZl=mh^Z0#Y(X&SvkqD=H zGt$Xcd66cBO^hJjHMGv=mYTVE+>adab8%_gMmmDzhWbXQ57$?`uEVU8!5&FpsVgK> zVEP*j{Kw;R?n*M>6pB-YT2YqT3-wNS%FLM?DMXP;8X4|{EME&6|EkYl*1Ug6P+g1I z(|}G*7(G%;A9IH6_X#cUN6(fxbm?c>DkkUYArDX#@GY@s`82k!B;5_w``GO|iaoy= z`G1MB)G$xbI^)?uWTMsye}N0F4O|VsjVo5ww_uKviAn?I7JO7A@l+QgUUC- z{&sb*@^rTHFRFynA98t#ZWwNU9Co0Fiz2`5ybzQMfWX$LDURv(E`+yT>%CzSA>jcN zHF;|H@`Aes?>7^H@aPV;N2-hRF#lDGpJlH@M?`x=3R8?rxQju#HZ`)Z9gm; zZ--3b%hoYJoCU{d!kh4)Xb=JFg-y*o=o8QiHIcBTxN$ur;%$_5?EaJ*SL7QWbDm&T zPi>je@GBd6Sg1uT?c7OK+roSlSt$XobjE@W5{}`Wet~uU8Pq;1rU!KuH}qE{0v8Pi zxJ0BNqQ`31Pi(1maW8*xa$(8nWU8H^DmkK6@2rZrDCsIOpaU5S!9>`hIqVefC@jp zn#h}e8@+}7`c8|$thbFox#es3C~FU9c%y9*qqEZv{!hdyEyibcfAhPXFcC4dZpkK z0tI!KDrVz_c1(sC+=xK^trmMfZ=`IP6WfzdhhWt9PW(uZR=K=Zj}EX{ZkDVF_!5K@ z<~+y!iw8qz))uBpY$e}aRS&s7VBJZNs}TLZI_CR!5X&1FHQ{#siW@tk=)KBY7`5l(6zwP^?^`o^vlql2CA2Kn@0~04TgrKM zqJr}H#hz4Vj013Ch)?^-3n9nEpOH)sJAS=(u z34NCH`A(0^V8A=vLrG4`-imb~pfnGGWidON~OhJFH} z%V`ts&Dc4<9B$*5czk=bC@}jKo~JWEI^;W1POiH0dwaj)oS3J#NhG3BZ=>%_oTtEs ztXuJBD>hTPrL8%_i${&$vCM^~(FM5fIpvIjVAQZ~=%v|u7ac3{_U8NFA0|WTi7(7D zu#$b!x!nubl0um}-td{fU!_~&F?&GoQoa~xuL`5N^-dhnWhlGpXEnPLaSf2;>4};a z=V|+am4&`!sE1bESSFt5xsXP6$maEUxcUCS)Iyw=OY<#)+7@5MjeMt{elEGff&t;o z=hge$)!*{H^Z(`)9^1LAI>xr@tDS?_8)pNFq+6LdDwI)nzg~y=YS{*rf1)HbwNJl% zbyvj8`1a<`B=6;Lg*XQBKpsV+Rl>f&Xz zkle%ygLv1@xmDPBqY#B;A&GB);m>OI(+0^S^(k7M5Tw)7-SnXq^NqfQ=-yYamgg0uFP$2;GiVF+eIY#~6Kfj+4u zaYo0u@b}fXubgiGRHnr-B_l^mp4_A?9Xd2}%h;nAUn28o$T#usslwQMKV*ej5oqpV zxbt4)-OXwDB)u3nB;|qw6gOzfo(%?6wG@l}SG9?dC}TN#e)x&|=p|Yu$0;_%-b8=2 zDEyOBYw$Dlp0(g;i}?6>WDmD93^2%sJ+IbFUw-0Unj1d0u}u6 z$Aa;9=ri*^#Gsx7voobCCZ%ht@-45HYBDh;F+;Gu5@h5xJj=q%{uH{K$S z305%r({-tlYyZ;gJuOb(P0my+%DE^Csx^y=l(8}YSs%#Uc+<$*hkZ*Zz_X~4bL?Yc zgJzwQZc=aE;^RqZHiicb6?(IM<;SJ64A^*mZuu3-MU~)_=GSXmfYC^*dC!7v*7=`= zL04nQ6hBB5r3D6~?vs*bO#$%MDz- ziDr*ye-!^Y+}6cG~X{hsGd~D*P)MPF!wRdkKaZ&jXwJA$7cJ%E9Y$I z>IZ-8gHbV#e|5vc{_j;^0w?8Yur-6SS7Ix4r%gubaX+hQEZO8?Y$#?nPo`bZ>K^=& z2YA*g)sdQTQ!HWa6FuVSQ$99>G0Al}X*P+TqaazcsTr*NJT!GH)Q#<+6MgpA&A>&A zAlsblwej0Mc%GFf!FspIUtIpHU0xpy!(!4>+%Ti>hHkM=6vk2khhc(^lc$MA(q7rzmwD_M-6nA~ZYxVh*cw0JzM4@De`?BIU=(m)!T-G{aBmx&V z!9fl1!Djh$+W0mA2Jgz*mb+`sLEdpB;zu57+$Y_qW8|-=5E0 z%(wTRXj^JAo`)_>(qmqvZJ5u72G26+$Oq0a`{MwrL? zgVj2iA09b6eE|qP_?pslNaD6x8az(1@gps6JJPOI2?i*^Ed~Z)zE6k;a{q0qxVY;P%#BO*BH{|j zXJBZIZ~&v2T~FB^md0RHj)}BLgt0Y7e$HRoAd1u;;cYR&v&Y`O$`~@b8l5EvOo0Kv zkn0_mcA0qfZ$=C=Y<>A}^}bMx0+Lb*ou9RJ1?I>u#_ej4-;{a{WEWQxI=^04&*=vf z9CoYjv2*EL)>H0b5hu>r8Ru_4M74{1EXRtdg@sjHAQi{{Ux81GR&QfuleAHDv9o9S z{aK8TZ(@jnu`Onw_2oAAMo&qdkcl1^{1u3=gu~M~fPDmW+kgb$Jw!wk8mct{Yz+|N`If#5+F!@XX2>ac8 zk{5jy&44XiG^B;9(!EQU!Cej2IjI;DKaKVVJ$pnN=WTg%w8D!nHYU=4>)Sl<_OYDm zak!p2G9uv4(+yQ4bUS$iz2@6}iBmUXDUaHL_O&r$3^qZ50*j4uKGK&O=D8J7 zx6E*`w1$-VIS-@+sRN@j<@>nMBRf-L zKY@um{TK2mp6hTLNCxuIE8raP#2_x-Dz9#Z;SxHjfkNwNU;Ov$ywqWo@65O4QO`U< zz7eJHXaW@7n1+%3rd-z8M!Mp>S)CL4Jo2m14p5p;i~q0Ygao6{qA#MU(QIbS{w(6H z6L~d8QFTjn_jY$FrO+ve7lRBHPa2ufEig||IOQ={&eVi{wJ|D!4zAd_0E%V(xgc29 zN%}^$BLwKnE2lzJ=vWKj7E)EAS778V4|H=qyXKRahydMQ_}6XF6gW=Has`A0 zH|zOTpPMjL8h+_sVn(i##A}p2Zu5+2z0rYS%2=f=od{;waK;a1&(LnFdijy$&YLlj z9fB{wm67P_60?~DYrLP`MQK#B9e|~{^Iz2{@EL?`SEpWS=qtWvcY6vvVmez zeO$TDHU<=!^J8@kDqkR#*KNoO(aF6={y_GMNqy9`T2CB(LP zobpby9SRbdMj9$N*N%;zJX(7{IxRG zg~#|=fvByY({%!y^LDls%8+-|03d{6l_uo*46geo2-fza^!jZY;(>JBR`Z!`qlYbk zdO_^az~kcP5R@idzRw#dQjs^PvGit5$egwN@P z>#X;IbHO$co6fXX+YRAzlx9q3G-iC{2k#zP%!EhM=)~9X@?dXdb>*+jR0D52gTG%` zNC8cEF2i-2^g+}#$bCvIdws#47qbLwKqK=tfy8Ivp@?o&-2nOotl!bRN?XfmQb&Ft zHKPkv!M8-ZU*-OXWGR$bdmehe%pv&9o+|NUc}XOddk)BmdsebN?G*~tO=Xj(??(Jt z2e%xwUbw-BRe?_nTd>MA=1`4Lx#f8st`~-{h9@w4Nw8>#Pvy6WnV)M*+vRVm+(t+# zE>~5HNKPZ~fT6j3(zsNrq)bd|Vao1d0+fsGyrn5=)3`zQ60-bia=F`cxS(eSY2!#N zY1@($D*p5zR?3Bo2TN}<8k>_DnP*=u)p9O`V}JiM+8Z5@Hb#cP_Zg5|I;dV8tLm zH9+Xnq~_hU#spM?N?%{cUBX*nvaIJU(O(#z!?&0#d=>hKidh11L&7df4TalJMErob zjaAx--OKm(?7X*vy-bRv-F=~e#E+Do!Sc`Hn5BWU4i;==CBbg8Zfee{U_1f}I~rBk zRs`WZ-XQs?g(i7vlRyzs!i{O7IaHD>Ajz-|ACR^E`TCvCjX?SE`QMwvK{*d`SFw2@ zTZ}3t?}hy_J)q=<5_)M}L+7Q&h_3k9?c9|c(8y8G6r8JdL-9;Y?ZK~W5Zdef8v(rx znZjHNp|mm#rGYI}a0$2&EcQN6ACt5 zgDKXXGqNU5Gqw-hp3PxhL=SAAcR0@|8*I_kofjJnF76jk_}uZf^U`EB0M~wU*f=5_ zMmBF9piBYqZuo&l|<=$=*{TV`{;PHN+BBwB;h#!+jq1}$r9(r4l&XqQ1RlkWGcoqu2-J?s3bJ!tKR#x&hxhnBv0x$f|iB>Vu4AbVS zEp_hcs=)+*0r=+O*gOCz&1u$h!(h)IL>?sk<*IIaNCR6yDW*m0{($gH1iCpjw2~tH z%BPc>T&m+$Y|Fh4@92vRAsvVlud>w+K{wd5U(U)$JSi&o@@-but4qLp-D+B!8MMmB zMGy1Oq!&4n@NEU>yXG?@paqpF#^ft_tbun+AG_nt{$m~l%J%}%=-_S{z*y+37ZR~`BVRtue8xSAr6fS{s)HHEM39+$}ary~}e)0S+#PS!+DxKAPf8+aJD!sXB z|J24bvSPid<%wRxX4PxbD~CqDfROjq{r%vPUMx&2H8O5ank7I0zX$#7%tr7*kAN|l zsn3SdMcm~4aQ{>5?()}=u?-2Fz(VU2lz=PcrjC!i=cdis%Hu8i5dF1R%vi1HC~t(y z{kBLAS9_J;TakN|Quu^R;>1wnErYhR6Mj>7fV^+`qA8NF@T8Km@_LtMB<3VzS#9V& zXTaf9kp?1eMKXVJni1Guq1mU-Tw2F=YPg8d6wYsz>%INtuxw3y_AIvUF8Ijlw}tfT z+K+-W)jo6619MH?t;wN$uPRh$4!^fp%SIM)`)ZT+h|hvJBipg(>Lr}{bT)L-50l|k zUC82kO|2m;gFNs`PWDKDorI!}S~PUA-t)1YVUmapC zYoo5`vpUff5mvpI2DPmbygj7BmtNSh6f=Y>qcCgwb)9ZPf^)x4?6%aOulyT(&m-Nt z&$R!R#v4%W$mU0=Y9w5v**k$ugs|_?{t>xhO0iDow*BoIB;M;yEr)q)Juv#qkAE4; zR9@mQ*j0_sr+ZtZ{UsUT>*o>Iiw25B9=%;zbqvJTchz5_aYT?$tyv8~uhU zC>Fr@4SBtZ_~biq4{#xV{BRlHN;pnRMBqbh_m!fBfyn6Sz7`RPu zO}qGkG6TYhv1ez$&y0O;4h=19scoK#m_a8LoCiYU|UT-`mJOu8~c%#r6p7eAD zZ?hi9AH@FZulkJx-u*>ZpSq6^-Z{3rL1~7UKepUyE_kemXT>0b*)EWWbFm9xF4pTY z{Ul}RP5#aF&denql6*gcOFnt6%_*~J)A!y4Pc=1;=GPlM59mHEhf;$CDD2!SSX|F% z(D@2+QsHd9$ZQrP6?d?0acPzOUpq>eLDF+bxdc<|Vsm3cUAB$g?jGJo*CC_`$3RLi z%O7}2-zP|)TKm?{G1n|_4L1AlWVHlF#c?BYQ{IQ>xlm_trhQ_&GWU?PVJ+2Y9B09s z2+@Y50WExImW*?%6{eonq6c zAYOD{#w3`m$$?`SI5eC`j3t%0_jS$y08yMe8NpIjfoiGjfh%#}`Iyu3&|swz!&}vrlsT4gXQ9azYBy zSspx5i{9>=p%23Bfc`WJ|AjFCIEHSA>dkz?I`caYQaXCzaeu;3S0RUJ z=pR)_k>g_P59zA4zC%zfsH3czzPV6q7*)riv(e!96LlOogbci165S_L4-Gk|3kv5I z!(6{8##K#8%(ZD326O`8Xdo@BB^MBj&wsVbVE8l-7++Rzjt2C)(r<*_5_fbP9m=gs z>3p-W;hr+9Hi}^xw=osTBmf?$@McmmyVwgzQ?X+Un{@c{N~5DTjl@? z=8ob>8pi1bS5(6fnpC~(E~(wwySfo-$imzxF?}|!D9Ig+wEK%i`+Ir=$ zv<)p$GVrhNTkpVlq`$QL(*M=1r;-mcQM6+p9R1VVFhwbDI-p?e$Rf_fb@b|p19;<+ zlc*=V3;ANkVWwtw2A+!C^!C<%ow`AX)4AA@dSxNIq&h^qIh)P~n>sB{ngWqcFn)76 z>-jKT@1U*X>A&z7Fv-_rh-ExEk3mRK_qPk=j|5ZnIBV`b9>vHa_zTh<&oOJ-(%29t zxWX8Vd#E`JOQXt53Vld1Wjkk`N`yp4jqsSQs|h{#b|NR{pQt$9q~246vG=q^$fqMe zqd%jmuao@DPov!>(!mUkFHq>22Ca_#Bt`OpS}0UM-^lk#qC|E$eOw18oqIxN#HRqF zia}5CfQS-jYwM z`(xA39R9G3bTpe;(UAw8HOtrzp4eR>2JbPMTs~sO8{_@(=BwU8=W=Q%o;eS_3nGe) z@1_>W|1-j+zIIhcSA12 zsdUxA6~r1Y5IxoWqw`RhY ztM=(AX-6Ke{doGWnF8NGIY}M-rC?dCMFD3#a_ro7OF-5Q@d}BL>(OM~LZ!noK8kQP z;^FrK<9;A|-*l!Bp}6dm6q;Tz?X41qi+n%36H&h|a!i-_z)ww8g3B)PQcU{>zlo=E zKXm6+!SukCnk58<)ApW>R_V9MCf3{jS@d-Hfz(rC&y+zIfoD-^6D&NKa#OpcwY&d2 zCv|lYz#qA&X7z)^sJPF%MfUETi+AOl^h+q10Kdq6n?%JcH0`@~!)`5Uwoxs!3%Bxd6Ws7huJ3c)1TG!}=4012=IYxi&A#W;xfx1}v&XvqzCLTqw^Z$t5^PS3 zYsmY?gZB4LI`L%-z5S7rF!ML9+jUFm;^}T2r;=BkUkInxZ&wWoABUb~p}jr6dGt=v z)-#w5_)a>a3Gj(lp}Z-C`9NTITv?3JI1K$mq|lGv%exQJ`XkmVakxR11NBF_k`-Yd zUEs6h&72XZ3>=1Q;Ny!JMr>UPte`N9PoIXgP#(WIbmWSG+_bYjU+8V}V>WxEp1o+@ zcZo9W9CsS@kYJax$?mf=VEX=Uz?OLCs&*V+8Zds8zM-}V0ax;n1!dXut@vgb-*5Fv^wAHH2 zSE`)a$#J!=0p}rJQoi%XNT8&IY00AhH80tX*l2kVu#L|uq5pq8)p)3Ih7`MIjx9sW z14U4~I-F?65n{%?%LZPi^sW4 z`~Fo8rwUoH)wN#jQHgnoh-VbL_{WXtlDt0@WM)~=NfeAgF;TecY)v97%=S2Or$Xb$LPAl9;yv3u#G6U%Dc-X8(=A{aIo*)*aCz3H?h}JJ=e#29ThizsRPHg% zhZ~iz?5J{dg zs@d(uzrRD2vd-SAR}Yj8C{@iwvk1x=#9`G;kp{6rOeL zc#AB+(uh$!_$maoHQ#+fNjS)zt?2W%j`=P5)hm7$n-|>Kk9v|z_$rq&hk}Q6A%cC{ zeJe})3m-q8N?|k`i@wHNz%VIfyRJ7dl8ILly{D`fH2Luzr6auin}8uO0i4K(&{SHSJI_&L2BNa;;7%0jLce#Q+Ug0jZksiTJ3+|T zB#wJ1UdXBd+FzXY(5!jR`{C3BTc6c#05th+XaOG$^HWuo$W-dgGiZ1*mbS-+v$%G8 zJPBo-Y<5Zt1zH@y7rlF2rt$C3Ki}w|F^;-qL-sT$Q(D>=Y@y+d>aHl&;wmxn}+z9UZC0Wr_^MzS; zl6-~6_)DtYmgEA0WLYkZ+cwI7i5qc!$vf7ExzRW;u~PY)jKa*5ufK-sm>caw078I+ zU#)kaIgN~qHAjFQmgqTS^We+b%mufW*U;%$1#-{RkI?Cj9|cc5pLO|K_)G)M;+wNjJ2??Q-RZa`j`?8 zhEsyyeoUJS#U>co#RjSbv?|SvA>^xJ@anvs z>{QiO?Mrf1$vTF{&aeO2Gqp12X(Hk9X7A6@(hGSZUuM0fba@tLf|DClFDGZP(=Do} zoojoF<4ctI;?KJQyj$3h`m|Ul__wOo63BzSROKmw-@oWE2ArN5PJr&!%xoqg8=b?A zN4@p>k4bdgP=O|v#`k7EVIH^Cq!yAccl#Ed4t}oxSYj#EIQ+30;&kTeU`@k4!8sTTet3>7hDc_Ue;E!#c59+ zGaOAZs=bS6XDuIkWfuvMj) zWx`W)i2NktWFTSoiT`C~a%uL3%Dcd; zS?z?MH^zKT@>vzDdaciSBa>WU8tDs{dL{>!6g*nFFM_5kW`NNNCW0s9eWDRB;~{8|o){MF^@G?A za`yL3kMND0Hkx)Q1NQyrf9chCre5JZ=r8CNh=?D73p7d1eb&ktZ^nW!w;L!N^MqS| zNz4shs$$rX?eEVmvpZ~VH+>G%(ws%*N?oSo{dPl_V@pEL_zmDcZ1hL)o@+F+=N`

    sF zg4^uURPvmbSBe%O#-@;9R{0STv{3TVH$=40m~EKkxx>l@=a$x|*K~rKqYoDoI`h`C zbr(8RQ%1H|NkWo2g{QI>;~Z{X#8ueTID@^J?BKM?Kuyj1GewZhu}1-?Aqq|2gmX5y z@PL%h^gzOrB>JubqXT(^)52t9bh+Df^~j6_I)N(rca92*VnalH%rXXnHbVc%%{#fL zJxg?K=FBQJz258zu5ko}4vJ~sufd2{ojOl9mB}~Dq^VtO`xS|PY2}?hj|Qrbgx;HD z*}vp~#K0Kv&_g6oq{O`3*I*@xN-{7m=;{Dq0Q7dwdI@;lCbiJmReQ8NdT?SCaYDnr zwl~&ic4x8Ftg7zJb2wup`|OF&u0eFK@YNq5>s|j3QQsX7_xAj+m*^#W2~nbiAbR^; zHF`v}=vIkXEuuviy+)5{H%Qz>+a;E0yL$8>Sbaqeixpxwmi2o_?*0D!Bai3F`P<=myD9Y}CJX0;|`}3M?m+Wd@b!APR8;ZOVofsOh)qx@;zMh9$pC9rZUcc^Pakva-PLBirrn18;0rd|Ho=Xkg2~WiJf!v+ zW7nS3;lv>JJxY|Me($IsmDo4kDI9dVcC+q+2e09JWJhr7?L^MIum)D=`E6n;X?EJh z0i)&|RL38{(=G%t8RtNFxR`c3Hbf-~6M_dlLJjf7>Fp~&*Oc-52uIPXFpYjTHFbJB zGCyx{VuN?L`X4}J;Lnpbk^bpzyv*qhaIop*qM4ymHDja;#bI#S`Z!G+a~gM?Fhyk~ zp(g;{Uv|VWDx-m{)v|`uK>CZm-E}{`2_V22b+&pAk(}tBUb?a_tl8sg&W@wk&!pHx z7wU3v7VN7>2EXC#Fp;Oi@pT?b86L0v@pq>DcoEl(j+SwSJG%@v3EdhaxTv1^V9&w%uXpFw%Vku=#|~` zvl0fNI;sW;d5M&cD4Dh6hfcXP7$t}|!ZUz^5M>I`5H1Zmck%@*3S8cXkF(_gwlwaD zZ-)7OKmEkeK6Ym69AN-Dxyx^N=YZjQdj3XO4}p(Lz3UoHZ0=4e4o!A2u!|h0+wtQ$ zDEfPX7)bAEGMsb1Vw~3`3HOau@Q;X@#z>2YS~)uf{oYx7KfxHa%BzXLj$vLK>UD?C z(G~{UM7&Y-@@sHzm~%=-uQDm|D&73MfgT;=vaBVTD@)tW=Ay=oudw~?PwVJBZGGAA zIWQ^~)d)PmI*C?1>i(Dr$Rw%7lnsk(gXtiIG_(hgxb*Qg0yc;+(nCO~YE zKQ4S0@L3Cv ze_$z*3Wxuw3tl}ViV`8@5Y-TE4}QE1N(SadRUT%Fb5c*s8IW_PP4MR9Kq8$ zp!=8Wqy;f4;pt^0r+tp36)KQEUwa-0WRM{cX$u9=Zp^wmfXfP@3IB8W2~8qRB9e1m zz%J#X>Hy^uJ0+BCrY(oZPOL|D{@VZq9CWmkB(_Ro=*|UnW5)>-IFo^Q>jlY5ob4AK zUcz)|jncX2xQOIs-^lC!s+g#rqY2lvy{hcIb8mIcgYSHoBF@iK6(*d8`KO+^KBe7_ zj`%yo=dd+?nGTuWg^!sRTPR`t{mT95b+DAP0YNkLZ0C~+Nj-6WuLlO7S-d;nK;{>w z0+B8r7yQ-SkA1~UD(Mu2`uBSBP+a1#)o}8>zf3_i;@pzgkTgcM#ArjqVPeBz1H?Mr)RhKf*&~38e#^#7e0NY?dke^ z2p{o_oPcc$YAmk^t-V%4)nR}G$uqPP+1+nCNHG7?Vuj25MnTm)Nh=?gvNj=J^i$R4 zBj6oXktlH>lZ%{o_(BdiCBAGiq86-O5U*wNdpS)Fz#?RAq`#r5*(-i{Ij4KYj>0mP z*z)IRhE2R#7mj9_b2Xna-xNhIrBw800f7ju)iuZY2V@VtPF=Pt3kv5pN*xuvpseG! ze(EvxOqG&nksAHtHZV2u4Z+lTjKq~UdFE+myY6E17|{H#Euk&qbqSC66@qTuCtBj? z&}J_{T#C;dL2g|M>9WCa6`A^f6t4?<*5`xicc00xjV z4Qb00|4s%^K2)vTbU>l64YI&pkgj(v?U-A6a9rO#KSo_!n(eGh94lC4Dt2gBfw118 zY#+OnUS4!SvNPz~5CK7mHG4WEQ@=UTc{V~Hp$VCeV`^Z62sS3r_?{aW`9gJHsoz%g~a(!?4=Xp2w25?KHun!>?^Vm4yHX(8+KqHFAD> zda5jHFEqo)vlr?eZI6xCjwCx5h1slYUP}jhhX6lSlUuny9>xVe8n7FwcY9eLI*9`< zDAwv`1GRLjq?LHE_?4F`FP>=IUW$C8#y>E~E&KD|oIZ$m<2fLPy4ynEM=8rHUJD({ zBKA+B9D#@^`QSAEr;lSDQ*-r8xIq~?y~yIXbU-pQ-ug)Zfk&?u1lyx_o>1tP&GX$p z=1dUO?o(mEZ#OSh1d08=mm(2I>hhBnYjFCq6#RCuxA&w9P}}oUm9p>)Joz3=?LM*) zrU$K3mjruUT z8+=w!(7iQrr9oS98y(nDIU(g-UUG4&ufAGX)^|X}Y3{A_M^_&d*TobLSxFL0)Zrb$~er9A68yRnPD$X27 zuCA34_{Mm>E~~JB!vOqb(-vfb-EHY{lKx~?`iDo%101wV+FcvI_Ho#=_+Yb1M}w6$ z8`-%aDYKUZ`vDiZr@8feym@#Y7A6B(+UQ@e97xZ+@+*!ySA5LvKmR$O;88`(_rgu< z69SQa6)|h>QbyX|Jgbl2pa!lbO#n&aZJX0U8f&5E6YhIR8lK0}m3$8(hk-jTUjwH` z6Yseod$O|zPXYqGvj3QbWTlgQvctETgv!N|110)?59|GJ%Hy8=s9&t>Jok5s^8FYI z8@Tn>+>Z6wp)!R@9epO6mXu^xcd8-z1$I}OXDej(G)vURCXc7d)&3Vg>jtRt@1rYN zS;k>io<}oErAnJGE*$hSw@ofY0S?{ZcZ7$ZNfxJ{2w~pIM4quYvLtVVm+ZVR(0;;4 z77`Ey^kpKm<$I;~!`t?AFlB)n+tmk|-aot!R2)0&xs`k(|EW$D$_+%e(_%$bZFa#^i{H+?fm+hxo3Hv7U#26p!H zUtw=hEyNYMskiJ<&XN=RtiuvAyTX0pQakoe$0wRV&zBD1`Az%|OIcI_1G+{`<(~C) zYx5ZKsdm$xQ27Uzj&|tIcw9I6Ni~@to;!2-y}yW6IMy9)`Z57om}utwGc>E)@XL-V z`5&r@joq)M2hT2=)F4kKP-@mcPa+M6Pj!VtyES$SgEE7@-%wtgCATM+w6#c|YIz8x zv5gLO$$!7019+&HEX4zKTDq7UM9l5d3l7*J;~c~GcaT8A6t($V1H^RZh229Q{p_|F zmYB=(PDO?maN8+CbGu}>=GKS%Z|>)HWpw!&-aBEoW~peeFsQ$$Hfi4{an4+k;?HE? zK_wN({TCIp7nRmCfp|tOLlyy@_tz{xpjY|V(R1}dTdxD_eOp#1jz^Ood5_BsJo4Oc z#-7#7464mcdrCV;qdMQ|2be$H zwp%o+(uy)Rsk<)>xgFbFHpb5oVbQi0XYoZR}bb{9o8csdia>KY`G@YtG- zIO>`)IOxXJPPF1VW_O8z4}RqJBUwL^COgjRBc#|Ay{L$|i}V1|v{-gO&GeDB+K}k; z&h$xBP*2@eV!*Ncd%5Dd5EnL9!4k6735*rRoGG`@g26hgF33ogArfQ=G|d2U(gzEn zXerz`%InQWy0&Eiy^-hRY=E^M#*jGzhmi81IF0T*CplcaKJY++MgA`_LW6w^pVy68tIOYP zcMTs#0be!IBWYmNN_GS(+!2KOJd+^lzOA4begrl0S|-IVAl#J)3;@C<|FR{+5ko*} z>%VEKLvzIsK?Zlp;8}4(>P)PUTNtW{t*jvUjw8>Y-yvDS=7nNWa@4uS^%-(UMc-aatTkGU5b7%tN z^1$_fy6pHGuXU7;ULfGYFkXs?7rSi1fim>C3K0HwSLg5DJ`(zw4l+lFbg}xeb}^H0brd!EN!V3jS;W3?&%m=s z27YujWT`&L0BEViM>JH%FsZWWlPMx8Br_F+cqU>rlO*9yuJIbE+8smoZUCLG> zuEyjV-I<%z&O><@t973NeqYfnSxWbc_kw7$^Be9?;1r5-#ttEoWT_H?cN~rs1XcG{ zD?|;#)9^%*2PccMb~ZFDFDEuD*s-9Rfitr%qpi?8Ur{PH&gW3Eo z?{e)AN8%X+{-N+YeuBvqy@;3~l}h>8qy$m7N}ICeZlPE*`$f}~PQGG%WbHTMDjz2* z^esa@$sz_6(?SxpMQoH8>{c8 z7ba(Elp#7{ToN4)%mE`oP1Dvf)pPwOJ|NtcFA>EJn`o8g$Hlr$<&Wx1AR~Qp#wYQs3H5qjx53Fu_hWo&5cWADHUwbooV)i8{(Ln@65n z%Vy_Vk<0fUB}T0O63a~@CG6IXf{)*lcKN14CM8G?L&4&q`Pj3|3 zrg2HTwvzWP~w1A`YRq zYWk%-@oGTiUn(Z^ZPRZ>-&6WWP}9i-_sd*2YM0iTLG6$Q>z`NcFm|2>3zF@Hk~`!K zhQ@e~4rdbH0DiaV4|>s#FLQdrzZR5G)zGnb-1ol7{8tOmk?`q&4#&msQn^UJ;>~eZ zQL`JYrL)xY7%0so{_hMUH-4#Btk5&0bJMHk%AR`k6v5L-u~q3=x1mjc4dXZwTV(-} zHlHfz#n$&seqSuVS*|`VF?#tD6094QW1HS!xgk1qPm)Gdfkx!(7SXnAQT=j{{}g$f z+=GFWTmpjUiI>Dsh}_(orl`P?Y=Ix;xzM7lFpk!pPLs#0`X7WUp9IjiZjb^!8>4M8 zFuVAG=_rY8<&{DtMkxfr=4{7i7w^Xf3~?#!-O5WwCXlVv4laXZvD0D%sT7WItzl$? zCuY^`OkMn;cNc%?q|AZ5bN0PUBUD46)c=uIv}mmjtQ%Eeh%2(o=I2i%EvJ+cj(UB< zWBgE=p5=X#y!!60a{0+RT*7^Ht4!vNLYDu)!xrdGLg0@F22qaJa0akQLyYom)H>>( zDli%7E*mwnj`-%&1>dS)>}XHm8-|PrlD@@*CPU-Ea}8|7S;C zphv%P`TiHtR-^E{u%YbW=jNzLYKhy~Nj}L=_n$s9NH>$o)?OU^Vdzw%O7`J%k=o74aC-1MnDc3J#~-0ijPU#aKGVEZh*%aN5a zCfHp+!;tfs?BI3%$eo89rA7owwCSe6xuE@I{~3%98PZ%46pH6K%ef`i(>LW!a_GRy z?%0xi((Lt@W@il9$|*~z{+d+7-Qreu{Yb=K=1~%B`d)C-Sf|BVX5dL3ll5tTe}&lT zZ%XN~o6ibz0wVZ4O_cd^<-MS$oe<$73D`~O08zLKESd>P9?CqzXq*GPfdoPdnfuZ* zCu@O3HWK2)2WyuUr!GfuKexh&&`<%QhDo7-NMj8dWfa?raL94N=5_5U!#Z_gg-#hA)M}-HwZD!2Usonq zZK)K8g@dMtM%?}kz1n~QSj;SNs z{NFj<_=yk027C*qMUlG)8opA_?RLM|gI9(>Xh%KODIYWXL0)haMkKPLnQ2m9ogOa)-sP?~oN7`=z6te=^EG=Atf_hfIybtM@1K zk@}PoL;sKPL0GB3Q*`~|JU`n>bWr!ve_n&oC!8%^>jyXfdP}sm^zV(Q&|b8s)1-g* z-06vs{}$iDzsWJ})B27^5$67Mp%e`blMtb*+P^e6Ex+@z&j?g(03(Zc6q|%tQ+MT@ zi=zVR`}-&8FqfUVK5SO+ZtUe_gr&)BV{f6<>8*Qo&m z&hSSpmTEZL8h5C%DbXqMA+OiiEqoXJ`6DH|onU1EGngm*uMg=q)-A>aYRk9}LvIHz z{G2(wpi{_D&sf_S;aO3Fz<2I$_-^1^_a3otzDd>q1tJ};g=V|b5J|;3MB_JjG-Em? zscy4k1z?Y>cI>T)qjr%5L5%W}{7Pi&?x9tR#ETHGL71R4J>m)OUpKBTuYaga#=4r{ z?*2%Awk)X<4@-lsSoa!zROW6c=u<>&4MlXQIm>xlfu-FrzBY0E z>@@ngve&&^c49ETUY*r`$X*Qt%gZ?ush@p}H(AYScm|7*SO?AEed!k_{hBiCN5bY5 zez0{Z)fXY=wPk@*E2G^U$NqkX>6XpSyfUM~ClYOl9kL`7_y4ZYZlEx;$0~mO2jh;b ztjiiO!omXm)EKNxjAJ|fU$mwO1%6=SX8Y%tN#wEGkXk6$fmg0q-`6l>*j$XfQEF$A z5WgCh=7j$R9w(iC65{N-G>R4oA-7(Gmo;jfH|#)ze6-=f6Pm_ZZPS{5dp||@kCdGP zn606T43`@{Aq9IM7+RDR3R@+Q#Snp+N5^*pW(V(1$e;_>I2s?o5PKgk#bf8j9-}w? zII+EYjZuZ{KJ}}_Qj-hKm`7|^w_D-#`+03Z%(tq`v*dCqAb9*e^cz35(>pK~py!}& zN|aMSUv0GZ^MSov;5VgoPtTAP#ZPRn_d=6){e)rC{a=0%d9Cvcw%fETS$X(aqS){Fx#tVxRURiU?T@#`XyLslYBMF{|WYk4@o3!aJL)zsDxY2WbT2 z9|vBYI?R}Cwm<%>JH@3sG2UE*xP5z;99jFde^HMKaQkuND)Q}MJ_H{sI)yjTc9aN4 z!6!E9kpq3D)czW@`m}E*x$~uKQLE-aAI#}GWYW0IBPw?8XUy{Faj`|v`0ZE8$j|&Y z2ZOk=l&6Q3C1u@Z(v^*qbLt2gu?q?a`b<;*Y)JreS$0pgv#;{{;w5{Oxy(pY50-b4 zUc_{%?wI)W!QtWP<&-}+T335km(6S#38zhU3*Nph@x|LdeoV*ksY?G|XuBi2{=pXy zt1{5eVe00!1#qyB%OAX?lDdX8JgL8)rTRX<`&Q5NThOAr%}~5JCu;pEZGG^gc)Ga{ zU&9vcYYUu3{S}S}2|3k%`~`IRYAZGYbMhvH4IY^g8tfW8(^XThYoYB>Hri)Hm{fyd zlo8&rq&*tvB-Pfb(`zY=!(`XKF9pBRJ=$$GjOs8ZfUT_G$2F;6R4bps&3@7tN^fE8 zZeF^+#;Stf>-3)U6uGXm4cqoTi%#0#HiQ%>RPxB!n}2y%Q`TvC7eL(X=0CIe0OW3U z2H_t$B$}HnYJNDfMT&mo=2Ba*zs@;$Nmnz`uH?^H&}}E2M7kGtI(TjZXPNY*FUZ&e z5w)uHSgF1o6)M$wp0QyWU?$P2G&QHlyBNi(4CDSJ2|QfUTi-2<)O3q-*^x(cnS$o- zmDA)p?h>PN09NSjtV~LQ_mIKj0q!^K?RSyEcjn1DoLHPRgroy4VB1B)^ZG{#AKOaz zp@k|21S+&a$3OeMKNsD}Q{m4XSy)p25V9j!3Wc5vHGj$n5CF^p_jSim zk2r*R{9w1r>N+S^K1MyJ!DU)>f_$7LlaiiD;my(%Jv3mfKiYJK3h95_W(s-GXBhOA zJY@~xfygbBDVJPBe(*3)9EfDlmiu`IrF5SQ7%;wmVLXfsNXYs-uqgfVwW{>gxT2au z@Us*6>~yqLfbDBlO4o88&hQ-H36%O9GJcKWVN_70sFcGUg}F{ypLe}?^;cina_DmI zW9)jLta`e?XSEwf$y=Fl;^{XDi5!`DYS$+t-_t^PzwM?_FE>j`{BA2Gq$CjB52z z{*pCVHvMw0(_cq2=_g{XV~&#VdBYM;_6~f$$?`7C$MERs0_cgqMBG%wbOcEthMNM>FUBuT_yBTyoIs~iKdL9 z?7bd8TL?tSNR=ZpN6C87C&EbJ(tBU>bt5}#8)nwC>4(<({#jfE< z_Tbo``lzB$TTI~zLMs*;S>+k)`Cb<(J}Y|J42w)13xayp_=OGBKOCBT#wPkr6aK~+ z`Oz58^?lwgjWU9d6{AcWJ#el_vL5-Y9TEPFS|cJ)0Mn+^Zf%&npGM!_4nXa#9sGA@ z*W@+fq{CY2%6BT@uXgFcv=jrLN z0g4OQI!2y4wwKCd%Bwp`)`8xMZBOiGkEjn@C?nocU;k+(L~2IjCo{|#>M&mk7Z-r- z^8{lJzN?N+hK&5)Ds9ps*OAteEKbu&1{g;wa@4~FTC_#+BItiqI5%HeM;#5D(`cgXMAxCfX_W6mj+#rG1AzrSF?-28x;E$=wuZRN0Fo&^S(G)PEm6MZSk;A9nGUlQ_ z&1a4vp!Tgw^Hnrk_)d9YD&d<;2s&rRvHNBD50LY4EmPbVd`Ok%JrE#{Iz>3X>Bc?deNg)4X^I2j@h1hUeu;<_$p z(0<1s7zSfZI46!hc$N1BwUt*9d$e2B8+W4c7+cm64%<}pe7ZdNO;w?6rqQ}{s{8VF z0W-P|J$n+rg8nf*5JQMmy`Y0l;F10y?7D2apL}2}Y3wBlfd%>ESHsw<%eR3n>heNQ z=F2Efmdt1etrEb`sG{j0wW)KRYnG=5&~1O3O+gSB1JJjfxdqXFOC+@Fs5i!8lF%Ce zLG}PtKQA0D-R*lFof4U7Z@Wz6Qq(3uPjYaJu{SGV;)X3*TElq$hEr`#QG|v&{sW>( z82^X_YqXLSJ9Z~_=4ZQiaW~tDzKuuN!pI$V_&^l=q5-t(iujZrJT3~9VEr4q=%$FT z-c^7tLPiHB`HHQd53DjXO~=_346NCB_!`?ckh>0RE#!53e5_FW4&iKnpk^cT8t|fYh;?h&d#Q3b%bF@Y9T;q_lT*P>v zDY^M^5o!M8TY8+rTnJgZTo8!8)_5HVsLETMnFgNtSfwPYNH{mKHbzyC^=lNP>fdtP zRk#pOu}?n%Cy5L+d#6xXQ&)a?^pDQ88`?dRiC>y{B+2w;(oe|YXSJ@7ZpV+pEj2nX ze#4LFq0Cyzce=#JGJuEl{53~sG^j|k)ypIFB6-d77KlPY7=uSFAWwG6DF%Qz;Hy&= zBNf;$LrS6fnWn=x>Cjf$)d7!>lco{z4#j??{2n}bF4&DPOvr~GCW~gz#5XZlw;l6;k21P7L`+&nuaicaiYui$}g1gJeeM!{pBBDl0j4Yh#EIJwPx56Nq=HU6; zN&~q9H5pFjrq8f@bMY~q6C3G4);;sh`0bC&_e4E0ZEXKM5_t*+!1G<8ExtQvQmL&n zI(Y@;bY7mjkrt=1ly+yv&UozWPf`tQqZ5A49eCgd^z1$baJ3GjF4{m~S&O?g^~Zx1Fa_0aFCIhzh(Mf(@;J%Z4^x zM3J&=V#%cj9PiD_Aw69-6YB>Yt?KWEX1A-Q_w6c`Cw1D?J2_25$?4&lV~kJSu4!l4 zasC@u_O!`sO?sgghklmTDOdzES}T*X^E-yDi))F}bja~2Sf}#riNC+^H@K1P4oWJu zeu`x392CVwo4yl1livT1x2c*iCob0)I`iY&fjd_@@&CSX3lQx&AoR$F^t69%@5-+- z!Zgo?o!B2_boV;&AS<3R$|`;5*c;`k40dAR$#3+N2FJcvoBmo2N_%1lHu;yY3l=VGqt;Ihb&&1CoMgD}kv z$j#?jaN_9hcdKnU$z$pJE$;_sgR(U=iTDs!F(F6fTTU3yiM%LhTTeN`i`3I?W#ccU zQxG37$&sVsbQl|nX%P7GulmpbW@!MfQ!qo5OiwUa-Zv(h8!A#*V-EWXNH%BU6*vG z5+F5q1a8vg`qMB@cznG1oPD)NndMh#c1;v2u&nD%xcN;u75Z`m6>Uw#hB;}Mdto-o zxitLcur~@_)@}!+pC||0bvBnFhtyX9V(ovwT@0K-F~PpNjP7;P_t=ZYt&fYJ!;p7< z*(Hb;^H7!GGSXQP;RmZCNM3&gB`^qcfOvIl1Y^Ece(dJ$TcX|Apy~eo_gPw7yGKfK?Q|od^XF*52doh4Jy5S?U)MgKfQxHW!>Mw!e3_-R=lquzs>7p&YTY0mXiEF5gy* z%$!)0%lKe;*O(SrmwgdVu78XU zKoF2|r`=@QPPa$z7d)-uNK2{CfJ!;$>=y@=r!{ekL!@F%xJ^}~**!6;v`W38y;^(y zo6n1GAFXO9f-JVDfrk2LG)D zX|#lQ%HXTS^VKGZaS4-LFh(;bdK%;eP{WtYMcsO-q&CbL)KWs}*7?FY*{tNN;N^jyevT=qk#y6RZXH zV2|+4@V71GXtP9-OY}lm*4W<~xL`S)jrE+Sd0@X0^uLto`R4e@VZ`PgIr`A{OH^sT zx<;8eunV5SOk9f=MJMz6D>)Zk}G4dTC zJlRS%al5>;VK##DyGLw`DL*W9YYj1jlvid6Kf+w|XAf?$FFzN4@=hSu`k5jYcLdZc8lE~6l$@j{PhI0LyWX%3w{}WQ zjUOYDr!tLCxWcm!&(!~pnYbTT^bux2TrTy2Ih2wl*xOA);H924RfkscH??@Y+*#$- zIu(((0#i!>qj!`4A^0)_L1^Tw-*%nn_o}teDR1NiVz4>F3j|dNlY)slLpxCe#hDt9 z%XR}I(MBYbF$||W9sn0Z9T)I`GZa7SOiVX&LC2 zORb|jTMh|Q8xigDZ6S&L+jYSqv(K>mPMkDsj^q(HwJ$$tz%2t9{Qccln{PP#sVI^Kpmdt1F>gloUVmj|2CI z(ocU;YY^!@KfP_4lhr}n8~;8ib}zPE`79#d{c8}jJW9!!YVU4<(K9xARO;t0IjRZM z3y$674Swnewb%^{=j(AAV~J1uAzf>_-^LUP+OulmzKoq2 zc2wEM4I!E~6K-CqP2c@1JuWXK#fOk~C7bL|jGQ0{K{5g#ACJuf17{isG*h0ky-M4> zjruBb#!|r&Ce*lkTllP_0D{2FZo1L7#MvTLY>KY0s^87nypk$F!o>B2x#AgnCc<$| zp@XhJUDGg9gtONB@X@t8sC*5k$z&uM#6>QIUvrF~`u{clX_&Dn0*f@+5+Uxx1*B5;}=WGRERU zx$R!*5e}yRGf^H3OVkcq`kCUUvI_2Im z?_VKH68uPLD9+9`D#zyJPT93SN_&$i-jAB?*a1Itc-Z>@F@XH#K!X!15Ljk7XTeEe zNHBL!7f~{em+x*3Ya#S(3^M5;t9(Yz!iEIm4keDc3q&NM#w4>L+cYJ}06dnM0Zrhx zMmQqinVoL%KuG7;3fv#NutP1v2^zzhiOl^VU+4;DO1XegV?1X#+QfJ70 z6#)9axclw}eET`l6N4J@GLF zI;9uC$Rn@nVt`}i^;IAZzlZS)X-U4E-1=!lF~a-;1f;}BL|ttAput^*>-MxnhpraX zSRp&BfSTX5*kb7D&2$`w3aiDQ=LW7?4K0o)BF}QIb89a^B$;)&FV%`r$EqkC0jcdqkJR zOd!#L=Ui6a%6*-PWn|oQQe=;RJCV22nQvz2x!>%e)*p}Jc_I_?#s3Ou(_hFUH3cj8 z1$~-F_5IXxAWh+>s$)6;oZ%Qo?Mvo$FWO3GU7nX_%s?1q_;7lN*^cfg+Z|G0I%Fv+ zPa1WV*9pk|O%9wgXW#e7+}>f8O$!6E-bMIhL{U!~X`vp{3q1V0iVs+|f(Uf4Tx$D? zod-lc#)N%TVqpLl_>?E4w20cSh7~d+36Rd^-e(r6XAXJ2%~j>?W}A=}9&LCa_u`z~ zf@&YACeeLF>UFmxKPEqB3>d!*op$BTxb!=rhdiYSFJ^+@DgTe9*JRUiuRmGHEtC;; z@Or75h3B}^RCeY=S|W(;#0g!K+n94aq;s4U%Q_hL~asPotQEmW<(q> zYZJ){E9Ki001Fu99oJS7m%#0~ z)7O8cBNmfp5UNZy*;s`;+@YMUq)HzC(X&azst|C=fWnKXPu8S2AnKIuQStr)0%omW zg3L>r?`isht}S%+fbcBY3iUsbt^Dm2ss4~b!X~FrkYO#&bM)8GggAIM9SQ8eY8Z3b zNW?qjH@+eM)xaUAX&)JsZPHlBzJN1$+=gpj*#+zJgCEocRGaM)nW>(&E^s5F`ZS$= z3tc_e1u5@-j-qcj%XhYZCe8dKp2mT_fBrgFIlPW+(Yp#+Ppqn!?(|izOV8c`#Tbcr z!N<=cxc}@yZBiJR$4RSX`#IX^Kb~r_QPTH4>79W*Z`0*StQ)m|xTK!_!^(w^sLTwh z*(kJVnJt1jb)hNWP_CX}DHKyBVL8iPZ@9JATJ{Wip+z06ixvEr2&4h!O;|C)g=$Q` zejANa;Fq~AVB|%JG1Y3E&mdcRU3QRKR2Q39Wv*+anEN?Ts;7^(lD5siAzDTgXWC7Z ze5Y&03a>2VJIHJ*syMic;@uk+&e~$WZSsHU5yl+Q*zX|A-j0#ZW?>G0$T4u(qF#wq z_vKX!CGYSGZBVnfNu}lj36I{sKC8(jyeeeHwaGH=?0MISYw1SH@j3JQ$%W~E_E#rK zmJLbFVo~l!82zG*JUI`9>gs%8I};(AxN{P_u7FCjxo91Fl{~-8OkbbWy5Sn|^Hj1x zzEjixmPjprS7731$CstoVxSf=e`BW*WP5##`Xu)s>1Q3Zeu33}ge7^FDq6oNjtQw4 zT&-|m-P=|NDT>Ps{8Wqj4;W19(%z5g&X$Z|!!0@EnPH5!>38nyjigE6{AY!a$jXRQ zlL$>QYRrk3y|c6q&w9f-A&+`jGB{1y@eN|F=ioHC{O^jMLWDr9)aiqUd1*B)rtjJR z$O#HZxW%?K*UnKnSo%-;U0l7ye;0J}(&(G8INv6+mB8eh?ABWcwVPaP3o-g{(?^bP zwC41Vx93@V+Wse5oBr}^fjA1ln`o-!l=hVV(U)`jpouCi?7Z}=F0?C8_F(hcw+PAp z!Yk#CxxMt;YdTTc25r*2hO$VgA9fs*6N_9y?-MQQlo@HBgp{eK*cRx_)@7o)k|y~%btt{+VQG(!vx9Sxak3My z#F`8}eqWw6d<|ob=C~wM1I86cAmf1O`DOsK)#~z~>x&E19>en`s&mFx2An>*%&*-( zvj)VfU0Gx~ZTfzmjsDB70j`^A>efKQLl!}7(-Bk3Pg+P4VquKtr8t*xchU^7eZkL!{bWPLvZHOE zF;jbTB-g`PF-?I_z)AUQ0ktl`z}kcZ5F3PwaBM#t_F~q7y%(yobyIM_qS{vYHapySa7Bp$1uF6{L-KFc|Eq)lH`7tTzO#W}9Z5Qb>i zYn)|JiwOL~Xu6J!l=m{O=K1LevgPetmmI5|KKSP|=zUzTT7djYwANeyGf1Ji?!=lTO3hjO z$3zE@xfYMR!s01&n0WM^&daxS)Hy*IDQ+V&tvgyu#Q%;m6lry#qQQgV_a6x zZ)C`bfwU~1bARfSiE2oP7WV7ZO6p4Rb$L27bdJ5_m&iWy9SA-CXloN}HM{q*nA|Z& zP7t(sW6E(J&BD3*mC9~e5L3^rd=T_VZUn+Gf~4&aiJ%A{)JLZI1VYgS`Jvz_S0{zL zO>a9xzgOAJ9j8;fFKxTLV0HS>sxYc27@^cV{~pujRq&3lc5i1}OR1YzBnkgwmMIyVAuWw%~6I7kstHzFOMPrKn zts%_vW>&SaReHM5PrjMDcmLILxszn{x3%dtU$YSD^xT9Kq(YHUzuK!8+ z0Ll9upQuOv=K$FC$_XM_?>a=n*bcb54PefX^(LEb-g!20(4Ujx`1K|0oY`w(0V_`_ zpb>l$-RAv<2LiBOvTj{FR6B1NUyUW#x78H(zeikU1HLVWe4wuy`-drdl=30xy=#5F&FP|BQiYCFkqco&u*V($>f6qLHStgQO1Nvcd+JTY<9 zPi2lGMP7`_Dv8V1li%DAGNO>SDJp#hZF+n#Qb}Cv5qPV<@!g6UMb|xL?35g7mq-Ds z5?uhh=Pla5fM%xq&x6s*8y8Hmy3PXidPzyV4YGY57C_zMo+s}=(;F%1x@3?UAWb%q z9+)1MwB@c&N6P2l_rmC}1|^+W!?aBV?TmK9By)G%A9cxGh4cDc7#88Tl1+?~Cp~V0i zg$!oHn8(9qarE=Lg|-M2#6E%_Li;r&mI0b%0a?9C<0>p((Eo(v&?q7ibhD6DlVWRw zWA7Uc?S*PThS;CHAmBnD-RcP%Tw;)*W8lJpY5{=?)F@Bae_9oZ$qS|xy+I5^=1xfLhTd9@I z=ShF;`SM}EJMEa&P@06?hxE}o7M@_IG#)%q`4~_}U{F4j&X?Fl*KT0;y(gUGo~?Mz zMk3k}(sE~YF5mn)CChuU5;h7B1%*422vZxAZON|SkuZDG?9-58FU^cbxzO%-$Scr$ z!KTH2TPEnJ(BgJQ>hV^E?OeaVM$|mhlgevnsV>HDlErrg3WPvVyuoNiWLLlXDo{D8 zv2Ou_nO66yl$^l(CnPW-ZmH5&MNLFkaR(WDGwiDL@ikpbme+}nc~PmJ@HVpK5W&H+ zME4&GKY~!S=MEfzHz0k6c4Q({?Z(9H(0tM$ED9bu8efF zMyVipOS^Vs+?**=Q}?LWpZ5leP(ZytN+0E{w6f`Kt+ zeKrcE%zH^l*Q|Q*@=tM0%L8(Sf9o&Aa^^oQBU8(A#dkoD_15v^XiLi%*r!R$?KcOd zb~x;M--U_(YOGu>(X?eCPz`vM0N8#;*9)4{;46ws?&%I zyjV7rxQo}NCEZ)FZ!0^%c-9@3mT$@3Ax_VSew)q|GyeCrWCRjjIvm6RBhtEGHu53FOpyflEW&kY%T^>v?DN*@^qDtld$1di{L;@<5a)|d7UOiP2&BXx`HWmA^W?ntx1<^;nZ+pZ7XXh-xGxYP23=h;T?cd_AD#P_DG~F9^7PK-VSb-G=V-W?&9=CN8kgC`$uR1jG$qP@HxWTOdfQ{hy z>#^9AZcv8T&{3dV`p@RDSfvKc#Tyd9oHf%RNyA?S&*Z2{zR0NKSzmQ0oFR-<&)md{ z?#K57hw-6@y|kQJ;^CZ-A&=l;`d*nhLtP)2jeNNAiUT(OxP1|Laa4U148MQllo1+a zj~#JowJ-Fe3Oe3@V!1ejO}d6+4h4CazLV*9Y0`t8h4=b9P|msV_ueP3lFkqLy$*BvxOL&)Tm~$mo)iPi8!3kv=5_9r8G6&> z>rFNeqW#ZXJR>-<#TqE(EQbHwTAe8g5^03z!i|EDrz-Q+6^h@OL#NrQQiN}VB)k(R zZRxp170}V*&_kaox#r<5K7DY#m7e-Kho0U*ZpdGCw*~j%dOy>oPhEoKwV|Uo7d)luM`9l0ZAfX|%V(6TV9@B+t` z>;=dGm(`&n1F4vT--L_z^`z48FYxxw*vtveKr1Z^_r3jHk$wx&eZP6+4-Fe9W|ww~ z2&rgX5yk}X3-#xJ2?4Cbx9F|-{ zO6ic6?vhfv5m36jQ#uz{0V!#a5+y_$q-#M!KtX!x1tcVw&V}EN&-1)L-{1GTzSp&X z-Mf3AIWu$S%)DmK9Ie>nK-(CZ?HrQjv-CJozC$>tjgE$aYJL!Y8ur#Vi?eg{9qLDN zpXpB-ll&fYOod%%Ar#f(xTDit4|_TOtJ7Br(nOf0dh*QMf0ckS8}^yyIsH@}Q|R*X zo}H8JUDTIwJ+Y!PS2alyU>vP)r{czvdK0dbPu=iHODJaGGFU2V0eywsAY1Wdrqx$& z9G>6ntXK8E%f1n>t)sjX*hC2um(@vR9Fi^GZP`P_Dikzp+m)KTuhDKwFHS^xJ}vl4 zH>_LRg&qo$OArBz#Y(QXYf*p}k?=4aF02RY?7dq?F&(x%V6pGuBgfbA_eQb2yl14wn}j)=cH{zDb(H}W`wDft6N=Xxo@X^P zlpO_7H^7GYKCwI^$HcNMD_0cQDy|;K09u znghH%z_S`1pU0e^jr60@=UtX@g~U@XGwm|^ZYPhZ>K^Z5hJf~^EMKWemL+xI8Z2_a z(PG7SP{{=|Zmkr^QJyAea`rhFi5+^tHe;8+;J!{DuK@8G?ryzHoJl<+b!x^97kQhO z`Nt39f1%P@0?@mjlb1E__apY>Q1s9`-Rt&Ee4gt}#ox5@O+S80A?|B99@pS{fkLNV zKa>=hdX0OV8+NZ8Q6qrOrJSrkG&A|Xs26ft!~~#AE4U zsPX!v9opjf_RmmC8**V9y~up64chLFKk>AFHWVS8wQvi`Uq3;`n5N+ZAM<;5ISIhM&EIOd(XkPoywS+6FRod>GbjG50nPbTBHp zyOhN|1(sbsCbSS*>L%un208#XDyA`;@FA;eJ zBrs4-ofd=c>=e;ncsGx~+I`)qPS#cgf)6n!(?%JWxs+op@PE2J`r1|5&{Mp^ZnT~} z116bw&RzP|k78}|16_>lD~I;v>z7RUHu#gKPv^h+=tIQ5W*W8U>LSHwA?_3bvJA^5 z*m1m@4k#5_{QJk__@MoBl_i5z#C8F$Y*aeJ0WI53@Ap;j^u0%neFugdA2?T9b6xS% zeD%t?te2kJ_4xIC`02!P^*>sQxZm=et_53)7ryAKCkDtN&2|ruwXx8U%(})mEAmo( zTh+*koUA11cTV4no9qh7+6m7t2klcQ`JMd;H*}M4#BZ} z5j5Y>*?B!%h|3`2y8Npa9&;^nY_=O#?)uc|*ose4?!?Ast`%09DrE9G#fC2GXUhQ1 z9PN%|_3+o!u>VQVnw&){*Q+^QahiGz)4V#Wl@CpbHgv2f^~>#!4-?A60M57dloTQ1;PyTo}BAqH{;WW)mEetyu0Kiyn&?CP_f=Yl?7z+>97n=vOk}JIa!woLtIei9 zS^}H-Jz{^0@4@AvFfNkQ#-E{>Ufh_jgtYMsL<}%{#~*#rdH?F(j!KMs{mwfSM(12a zWD&cNlo@4Rn(HD25yx>Hc6r8uOc|Gl80-a0lqF#~M+%Opqc1tIUgz?AtkQgF#HSWYl_W z=|4dPu%l)ypDQN#bL?CB3F<2$oVv%8GuYe}cdB$W-P-)@spUt$IhasAi}1=+IlW&& z=3~ZF1`F0NT)+~VbyE&{iog=*?OsZe*y-c_-l$QqDO;R@xmcPcu#@ubG>gPXwmUrLL^KS4{+`6)2H+hoI%-3aaX1+Qo%>-!Nk1v&kpr>J9)8jM%N++8eh7}Vw;-lc| zufi?u2;ZYjR{RDZjBNG1-K@t8iFFQmP-aJMJrd_ z@xAhgd>2pnZh7+h@==DzoK(cR>uo8b~M2N>1-&N6(V!Oyymc{Ps!ccT7 z(hy~CKt9Ql^>Lf~5;6|iC7s*vsU4h!6xB?ApRRoVoOIgrY!Tx|?BkL^5BLbUsfp>*jA8VjOfoQg zN2)o*i0NaQC`|)>@Pd}UJ-)HE{MI9|u@4|ArkiUb$CfUc4|p3FE` zfPHXd5f>-wYYjnyq0hsd2+@ZA2oIZ;TTa7bzogekmC?wo7YLNv?-~sbV*l1( zz^T4jk}wD2yqN~2!dyu5>b@exA5Ai&z|eZ@$?D*gJK-zzf4n=$HA?dXZzpje z(%IIgzhM^?=I7@cOcKCTbZbJu!y~{$X%u`UXWJQ$7Nt+6g541lJ}N~~Wj$VE&|6zG zjjo01j+M7;v&_a<(3||QHR4*|wzF4o_CdwQ8Egq7lpJk}@c6@5z2qqZu=}ZF(O~FZ?fVTg9g3CYUYQBwVlf%7Clfqs|_=6dwXh2DJsM^qtqby z=&$p`sL;$EFB|-4A?|coEiSRt>^$e&{wPGCmHl!lO<>s12BSO6wyt`%ZWm@-Yq!;L z&sDQ#XPz>QibQ?NC1@2lTf}v=QmbSd2u2g)kfAjW*ZdktycxsdNO-WoD++EC88-U- zh^w{egNzqsVg1!or-uUTrrJ(AaZEq>=fj2WZ1*VhqgO!XM9`~eQ<|>3s9O%(GQ-tQcibVyeDqVY?(jL5DQV?s;e zys=?-B}Pn;y8v^OP>#sMM`+eW^kDzl9|)mt13T6{%Rb9ZyX}YY)+0{QpI1?t@GBA| zMS1a#zM<+X17q@q>o~>^jh+-Z$a~*_VmPG7Hp#By)up{{=TD(oo>wv&;%$WDbYx78 zJu=hy&qDiNiXpL=Uw?hG$}5YJ4yIm_%wi%H=$U{^;|`f?)ZS0e-2&=H!HMR!n5S~Q zr-8@^u7jQb8kT5s5@SUfm%h!bn1dnAON&ippg%Os;9T}A_6bWy z?Pf6T3>RGReP>tdIpIE->1{Xsh`tjbcT?pVM?)u2sdSn}TyyLkgB^X_);cImOD(Vm zcmC$#5|SU)3~PtQ!*=1QwZSPU2a`?=HozFKzgW$}2wJtrhmj*Hx3JXnMy}v5S`5{V zHdpZ^VdNUu!S+3rI`uUZ$r+#M5%Or$L^{H9wn+iA4TKvo!R=Vk^$UvErO1 zaeOYH%AoJozdCN=x4P-*&5vFgjDd6q(b&7=unKo6x0hnf5l76I3mKz(t1;nMi?mfseHMu{&q|YM&_IdOR&+F{%rY7ct(ZP5I_$epy{UM(qDkhwV)) z(`87<@~txZE&1jxJ@VOJv_kX}x)3Oo-2Nu0)kFaizkddtS%w9^4PhO28QtS=7@|?)5h0m~8m6^2j_5!jc);I%Q97 zqzDfO0a&A$gbl5tVN^kpnyGD;vw7^!bbKdSKFFNt*y#s0aNX?s*=E8eVmHVv1T*Ks zs7J<|+a>Xcb^r7iGxc+83BB4O+M$uy;a=Vp6X|s@25^7` z-#8N?n;a$vRF9dYh-D31pRf9xCgrv&tMV<_#ay>cAcTGI7ZalPjI z`y;$b2f__H64!A(m7|nbk{dGb#esAIb7B*Pjo4Rl8~s^Dgqbi?!lxSU(`TI}?}vAE%$uB> zWL?EjcJ)5J=;CJ%ARZ~D`4b;CGV823@U>CZZjA&glxyrpL*v<(NOVNZcX4Zq9v54C z=t336I51<6TXx09WJj{O zrg`|Mlyav8Tw45%4(t+^1owdSM~Ky2on66R?qD7F!q786$lX zv#H<`;rE*GTG_b~lxLtL20ho%P{6`CT6aVMB@)v!QB%?cr&ecMkS)_0U~iByQR89zNu5jQzXm#{;G(2=1Ua2C+F#}7g#C$ z1wsvMp3H&a8zDsJ*z$@I04$Bu?^}a&EO^1|#j2Xee#I1HdGbacbY3g5(}G6_7b zibD~~%^PcpyU9yhPzZ?l__K#BJ9npips0K9 zSNLqW(-wPu$x?Yi^Rb{#s<_gmdYri=!`<^25eCdVkeG_4ZgRMWAl}tILyB|GQ>s~t zvy<7x3UyC(cl1X3)o{zsjC)vNPp(hiJEW)VH$`D6qb;e{nB4}uM=kK(Mo#kIDkg|i zXT|YEW{R3vzV6bmst*P7$;d85XB6v7+WJ46dBpjj*<85jqX73QX47qc(YamYk)~X{ zK91TWs+HTy4E_7xsNo-F1FQB`u|oPMoGKa}2J|tel^Hy(v6sfZF9TV+Ph(TFlP0yO z+L#}Od31KD{;Or*yC)%V>yE^9C%<2AFu(h)QyCgHlGsD`Jl3s?^gX%pf2`YVuIb^S z=O?%p<5{=V^nW(>D2PfxRcqpTWTXO#SbGCj8|2-5G+hcB)91i3h1zhlfPARk;QED$ z`2(uD*jGN6A-Rd_acw#9vuDG14Ws~XDr2+)wC~26n=ewc)BCQo3Uh}xOK`7_wU?t- z;0?{aHTz$g!iUP3thKy@p62^h>yrEzCZ_-> zt-~|(KE_Ob-@y+Hg;m+rQH8_!Hl`w7ptU?JEN|QTXDq6TOGo&Za0q1ENS`eiN3V_HVh&6Mvx6Jw51+Ofk{WwIN~f=b>7a@6RZtEE$`* z$OpX>F-<)+rHdpCM=$!})NG4=ZNF(?l_Jya`*htRdS)OG8_74vOT_pR4b9MD+t#?_ z{rZDU%Wdj2-IXN+jM#vkLU4P3aa^fhIt(}qzG@NYA2>g)OV}hv?34R7!_B99-)m{V zOEdGfW7YXz-N5`63fiAq%gYII!`23O1yj!5+xwVv}!lkPigaV;XBG5dW%GUSaoKk%HeDo9#UUCLv zEs``j(3rksexoh1Gl9#;|A#DqZ-7KuWm8IgtS=i~5=RM6g)Oy1DJgB8Gvq)5Ia66N zZy;hvNd_Lk;4%o+{-#FNDpZcG)J?M5|HzgG?Q9s_#N9o96CB?L z+OJRWQl^OhR$r~}s52!D5!>H*sJWRFHTf%^Rr7awQiaraKQkOU316 z{NHO~br0xVjDyKcOp9ILteR`Ey9D!$S+oMknR3r0ycSo+?$^%I)Xp{&(I=rk@1WN; zf5m)K^SVo`cdNHU>-u>RMbzUJaRGidO~lVDQf|%7HqKAE!bvAnv;xiK6(^J3JbH+B zUgb7Ko{`U&lG{j*8;YSn;b>>w0soV52WbDwFn;_hf~MxrOB^dAix=hQygmFYYRsvl zdHoiAEs4l(P7%Z@X@cYcKjP6LPeOXV8LZ!qjd%gfM37?*-hcP@*O#NI@@*!* zZKXb>^=pBbf)%6zS2Yy4bJizrX1;pzRMSqNeO(C~HL}Ok->tR@qjIIr;#=wb-m@Yr zbC}INGXz??0n+kTGXc_Ecm78jE~8XATFz^pYCQ$aAZ+o3ot5t2Dpwr@9|b8P((py- zB=3)4`eI;j&;KlLPJx0^L}Uo{%)vzyk)y!L;I||-?XjBZ?xGb^9zUCS-}ao^D-hUC zSMHI20m>yTi(ZO$sXfk#0lNvDeQyJKEWY1%l5@xlKG?n|892P1dr$HwX#o50Xo{UR z*Rk}fAHA;-h~CnaOmQ{;fG#@CP$cW^|18 zEyx_}Cem&~I?`_Y23#hR8D-#<7;h5Fo02^Ao16>R{CVu%*aWAWN#>D9KkEorLCa1UtJWv2PeD^p!n z?ZHpgw3d7qImFHHR{Y;(FDD!`33iBF9If4)%@-65pa5wVU)SRu+9TIlc~V41nCdGD z7Nuf;)eF87^Vr>Sqiq-y48YM1+2E-gjTQtd-K15+|F5_vZii-cqcu%=v~>q!=a{eH z_Y~=ikc5{fuBs=LX}pc@%heD{kkpL&{vK;*Gr- zp0QY30#oXlvj;o-NMe1T6Dmae8&q~WjdAJm7uX!Z*svSbr2^OBE8q=7|7D4xn=DgU zeb|>dI6vIvxZC^K3S(RM(Ph!Xu%*zi<2_L`ZEI)>4nh>IqRHX6G4PKGfukoZ&`qQN z5<-lRW1gMz!dLiri>cC3ia>j-(`|Sg~32yu7w`MSV!B=F*akE_WtMCTxr`dB4XaP))F1ADJUpzba z34^EZhY=i@nPzkmg;9UaZa5^-d)9<9a|Zai<3d(Y3+gfR2nxH*I8vl~w!AgKF4 z9$_|M7Gqw9WFWiEnHVaAnms70&lou7`tMhBJdSGg%5W0rENRz-JUEO3DkyW~{|m_! zT7|Hict0*FzQ7s#*7h6TV5eom1u7}t@c|Efl$4mQ*`=|qDw3paY6}nt@Tlgyvv1Ms zqc{Xtw==Cro~mC2pRVp#+j~@uJt67BxUXI z2d?M{G7n!c2{O5_Ww3Y1pDS;=T53g+t0uQN-$S}3v!8GIqkE1ZzEPRnW+7+C!2`2Q z_MBc`CdnPWGNiojP}PI4~QabpbXcRFAguHSu`0u5Ey+X%yuk}asJ*)YkrPM7ndqE+qT~AQcZ9CUKf%p8)1ek z^{(12YfV^AFyM0AWq_B}G1A}cTOK0!;l!^BZ<&gRIeOz3oo&BwRK}jwU{|rE)j^So z=X%Bo^2vo(bzjy`Wzgo$eX`XWlHWO+>J-GA6wjXXBOf6d#uxJ;;43d7Fs<^1AeTCX zoy_@6%is*9l>B%Avx?<`KdmR#RCEeUX`HHDa@D;~^qYd>hWi_Sa-h?1SdFcO0aVqJ z$k>kQ&a~=1fi<~t;%rPAmCud2!UYz|^{`SX13`L<>0I+*B1y8aum)01R{%ha#{7tr zSqPi|q;RIyP>bI;)RQ;iT<3#@v!~7lkRV5(qbXdFe%w!N;fetYx8iaaQMnKgt@b70 z3|KH8zXLI(?8qIIC!hIbHvmxvWq{JNvb^+Q&M^pAd_?8lHxW#{-kUiL5U-k?XQ@0} znmE_Pq^g@DqjJ(|h9gX0U&t$&;JZ(@?=Hfm>Kx4+z{)X9kgS}kl3cjrURk~S2__U# z=JHl?%n>fNTwfHg%&5xqNK(F-B|h7L*f~-)xo|5zZGMj&!JqS7liE)Rca1!Zz*POw zA1|&+(%KQ#fZZv)UDdH)nU0cZs?;E%h}H-mHTPQ=L`&(d89GqTocT<-oNJAQ*BSVJ z%y1^bT6MM+2+ONTZo<^4!xF3AE7q`})FX;+D(7OSFMYr#Ev%}^!t3`63^if(uzp;j z%V9T0bJgTGU9><0XE)eu=xB%wu4=wX1b&1+x^~}~_t>MBWZzplRClslZrZP@B9Wd) z0NEs7^aleA9-!<7vSNTY!opfs3*qW~pU%-@GFZO~fw@aLv;Z|EY&L?9DhLcL2vr}) z1HZd(!ta8rFmiibS?ddsx$ZE z3^#UR-(KBQNPYujlH)n#iuh@qpqM-n>JsrSBD}JoVxL6mVo^ul1R$20afvxN6-ND5 z8lfCHn)YA}O$Sz%%eGf&Sz?fcjPN+g~OSXerU-PUXmMa;fzQX zGKh+96e{x>vrckhtvlnjcoVUB1b?l+2Z95Zf~)2zYjQ>Av(b^*RkW^po<7p61_lVG3bbB3zBD)a(8&`a4`GGfz)oSHZd?6EGz0V{j4(_oLr;rCVP6eEAz3&^3!r?IPD69E z_?pR&SIMW^Wjk6XqbIP)SZ;Ss$E-D+{4hE+PM5B~u8AVnps4tID>=z_7keQ~C#`%g zNCop{AhxGs7wUqk`ZKJf(CIQ$4Vba+N6mp7khf}ZL8+ZkL})}K#s+amToqt|_a4U8 zUh;cVR)=BK?0|F7fUA#GC?WNDhS;XKZTbApWqT$5*fVFC)sL-=bQu>}Io$eKNZi%n z?m^9ER4^e(BC*m(z)q6+lkHLLW1OUorRlVA3R^3r|lsYGsy>Dr#lfe;+3mSJ-gg3Aogq z4d|dhe=4Vkzm8FYex|phzLf!?b4jp6M{3ED3Wz35LVJdTH1+&oS#F|J4h5fqyUB25-|mE8db2MdAmKeeV>QvzILW3N)q4j?H5$`XB9Bp- z8cWmhkP-6eje7{ziIh#Z%j?bk#yyuNEgCYVx9JjWPD7foo#>7f(zbB?Yr)$5PeQYc z?~$K$>8^a}du7f<6HD(@vM5Ms#zHE=l}}j25fmV81vN?I`;uRn$AFapqW?nN|0-3x zR(SHPnkB#i&7tUPcH=zu&NHjDXa^P6Odu4F{vBQTK z8xGT?ZDvhM-{0&fs<(_>)=6Y-{v0KhB|a7?ECsETe;of6l_gmZeIC7)s^kLHrt{SCFI;5K?n;5*IU*#NHl%AqxI|ubb1QJfRm^F z*`kF8iH9iT2t8|4p7W+Sv`m z)|RcQr(akCTD{`|z7qX#yuF8@fj*uLBy-jztt?@hm68o=d5_4IKaAeePIKID2JdQ+ zDizxgs3F5D6=;bon+s1DUwnwCg1WGl=9X_4;P*cVbUInkP32NSE(J=WNz+K4i)|OV z)34vDpkiD!6a7v_ZSF?@tu$Vq=ws(({vfZ$IJZXZj@;T^PPv7#$`fe<@M58lwUrXh z94XtB+UzO)%1Bf*6w_8$(jsq*eF)RayN$tiM}5lSvDsKnAYj3V*aBK## zs@=9`0^mV#_xG_vQJML!jwqh4U~5}~Iu(YWSCH?bi&?d(D5l2!tcSF>g$**gA95Q2 z1!_?`8crl4J`=MZiZiTbo7$RAJNi@xUgWED*I+krh^KES2vdOdRoHd?$5Ybr`q~9*}&&RTh z=KSfQy0bB=H@<(aH=QH>!{vr*42!zKoXx?tP_OBP}yv`I;uG zYSzh{%V4I7oZ9s;^k+CyQZE5?mV5Meio?y#{9{F!sy1(EyLEQWAno7v{#KOXob?ZQ zanW1G>b`y!->I|3n8xoHTj0~epU?7MG>Y&f)rYlVPp1 zRENEDbN;)wOL|6uYn*Nh7T@V&*dDklJbEjCfdiIEW^Mrr5wgn`V{Zcxp>jFe+Z6t> z1Ly8S3w1E~3oo!(_HcO1s!>Kz9dA@ap7EaA%sQ=Ha)_8EUpMNr!FXf&m7aONrr5rL zS*uc=sgYoUMNyj!MS!r44;)cu(?m(qu&>fke(IJVpHY-U>aKPE-7cLN4WB88 zu)$S788vXvHtuhuMetRdBxBgM%fhqZl~R2t20*W zo>?Q1#%qloqqpNtna|pDfZ3E^DW0-&?2fPmex0M>>N}{?Q%@JYq9=FIl`nN|GvFNh6}8dI#cCyo$9!yk~WzP{uY6sf>N@BnfOv<;`al{J^A^o zUW;1~dTKPPce@0WI9tz#_gBBt(ZJ$497hevHEJ)`6?oovmw`k(F(e;T$mxh z=?tn;pLR^&=IW{8TstXNlDKztq0^%T3&&bi54(tElhU`&{=)1Vt42LDSLFg2!NMd5 zz;Qcl$L#zNmtDfr){yFL(UxM`-!kyY3^ykGPiWz!4eiAD^2%dr?l2R1noi3FOb=sF z-RCT*alQ#!EI3h~K|@7DO-hmgFhBZbjr4 z;E5BI20EJI`bNH$%4@*JBK#Z(w35G8?vk3f7WAEF6yGuNW1Yn;_okDG!1l!5Y!gMk zCcTu|dHyl?0@eXUJQ%n!EfrinlXiE^FaJy|pEkyz+V|%=`oJD>l(fAFzK(t-cFoz1 z8IEGbyH_dpwR=i<-eNY9=+nzPu5$vqp=xZPJGMGZJ*TaH$-XtwY0>z(MwA9kX9jx>2L&gi+z*(%zE|AR@)h8S9UE$ zSYR$3{l?&xK-?@~m7P8VUNwu8nQCIbjH%6)qLPW7G@hiR+o?477NuR*OPL>WaCd1r zP>I@#I~G!+yU^_RSwU{G?;q-)x@V8(nfflSzYCI`2Mq?7fE;wMkF+_He%XeuNRpZd zd%r>@uKYiTV1B-xb0Nv&_5K*{GM>2TSG51s$vN^1)0BDuk6UC#9w89K)8U_<;3G&8 zvbd~-VcIHk^oG^B4Zvu-AH8H{YiTtO3vJoa@_A?0ffX&16{o?e?Tv{Xesjst3%Gt` z&jf%VV5}ufJJa*CMUwLRk!#jrkkEIbx&LYb#y%|(6_!gzb!DhI*6nk@==eP?&Doq_ zll0Pk;eE{ww;YIe07nMt!)=xu9wxT$mv1{ z#=o!`^95J!g19mD^&R~gx}grT>^baWWNhizVC@`N&--`YoqX?I(7b&~w;k3zU($E# zuNmORGr(-0;>-nd#hf=WQ5cxrkyKB!9apMXJO~JWk=UCDu0pZdpi&?u#clrBNN~67 zu_A$qL;_$g%~mgx+?Jrz9ereE>58rz-h%A|h3C567ZU9w(`dK41q*uMm=&`K1MT+H z;3*Wk?f=oR)=I#BMJXn`allt6-AblJl!oe_<@+;)jOW2{rr=F#w$#PT4&qhyH%8)Jq+)xKpjCInly-F_lmUZof^Q`nE zJ=QS#qVVpCP(*lZa-?|T8 z`WLl@5fAuM*k}^d*SAC7HMKZxbyh7O^#7XMp&4WU{6!E?%+1!uXyoH;4Lp+H*sUeM zu>96FnL$q`{%}B2rP3d~pozFs6w;BzkfDeY?cm*a$!@!9L2}X@e-McFJlPjvw7@cD|lBcS(@{tC)F+4 zo+r^)PA>SYZf~%>n~F(h`g`A)zfBEH;TSW zfTcKU<7r46LPH^xga5cKVt}hBDch2Xc>ViokOhgmtX$D6RdaeH)lHOis|3p&J#7)4kzEUj5iETjY0Q-|jySAHd0VP?^e2_j_S!1@3)yCzp+Tr=i}1mx{?z@A3$CcwUgUrQENYY?m0=n9gNMwA~9d zP`e%Bg@=!9>&y27WDB53HpBby-J6=xO9FLL zZ)-91N(~93)d;F>*sM)&I_mt_xi9pkl|RfF5rHiOE-^_Hb5TVs^PFK0$q*x!b)cP^ zq|v8mb30c9RH6H1qZ^oiRI6@^0AG?cz)FFJIKg2ox?U9_Au&gvS-TJ~<@M4uZdGq~ z%c3FCb^99X#>YXdp7mG2yK<3@E*r`QWNpNi-@Zb_es~L2`&$HOu$I@!E8V`*K*~Mp zf2S`g;b)|DndqT9D^q+Ic(7F1L>`ZprNA}@DxI2S{)o7;gNyL2*=s-n{z@hc%s(>o z?8i$3QW`>|pE=Z(g|bf?@A9yxNY!1^BKW65f1EKQ7NLGyDo8C51ADvvHZ4MYY+IxF zr}2^p+W;#s8)TnYX>@Ids!7<|f(^33Jp0P?9*f(ppJjXWzj25kW7k~$(WfD>Ic^b` zjKX}!X}Sp{gVdnv`fFSVPA=lL=e3233X)=`{{hfC?5OnfzhSj%%zBE{sKKo_Pr;iV z0ccE-78^_Ml)dZGL#qi(5;E9piJI$oNUZbErEBf5MDGTP538Y_4@=@zD)p`!K%Gw*fjZ!8-AO+lk_F>S2Gpo>cu}tIOK(?uHj+ZNF|rW{WUA42Frw+Wrnx>O)RKFTsE)=ceoMKS!vljH|{PP9e%I;dE+vy z8>%pbJ1{H)%hjt2B@Vdfm7?)NAmiOT2|A!@#MN`!vXYxy128kqne~FI>zn%h3UIw! zr&{KRl4*yk^xva}?0JA$+|AO=oZlVSt2y2pUVQRM=)il7-HOX4l3!p-62eEuRut^W z*|7$NF7!hT-boiMXe4iAcGg)+&0&;~It%h?JMPMm3N!$qJ{%1ljE{qMw8?tah`AJK`usHyS~Ggw5r0WT%35iNkhQ*92S^7nTKwtxx@ z8i7K{;2+k+|Gs>TGJ6!jaD|}>7`)$pSN?tGoCP*lET}pyP5_CIt zmy)<6SQ;1-NC+TI+;ABGPGDjL7_T=Ft6F*P>EF>GfAkaX$_I;r?QxuXNGQtI`U|!n);mK(al$vSQ^`B5a7i z8Sp3{!7-a6-oY1|)(nB^=w{sk(c0MdO66xBu+o<$#Q-BX9k7@G4#k0VKK5FyZbMI7;P5eu(9#I83U^*!H0aAJ|Fe zJb;wQ_mQ+Er@Bq&oK1r)T>e7O#8v3S*z1jS(SROM-7#}+SYqD-S87b*A&`Uf6M`Jg z-7&uuPhD6=x8bMv;;lZj&OeN0{RbJ(dwH(;|NlsTt*x^SfYSd8g!C`E-UvJ@zI%j9 zz-IGKr)VJ01-_nm2rSZ6ATM{8>vaeFC$rS|0phc3<=8;|q>1@Q=o}D04F>%Jhp&P~ zNMHYbsV?a6|K8-BB{~A2{M|nbG5-?J05K6<3@71lEVyGR@X3P#FI>BF9KMPY`}f~t z!goJing-^=Zuv3h$v;25ykmYyIOs-T6_pF=bbbVI`|iEB9)B0ayK`JmCVt5^lurZ$ z+L;*nXu#ZkI1wBl?zR=~k3GeH?Pda=$GEbNRC0AK8(Dhln8W>42tv%+t$Ooh87iJFQLVJtlRyd>M)h(hX1EfX!9h0&tb97L$Zq;jzXj~L0| zsIZ$JLXUN&!o~>PR&IU$EfcYj9kfRiIAn}?J{$VQ?)m;dY;u(;u(w>Kcy$C8S$(fU zn~+QwE!pAAw`5|tb!@E(DB>nJ)b1Zeawr2Zn#}pq?fy@3huqj0E=F- zs$4G(AcfwKk@s&~z&5vaXSTY&! zxc+JxheNyt5%n$iVAhDkSZXX7B_@Rtk2~4KGhDv>T1)7)9J$r>xyr(_YKbiVQ0=; zVpI2^B;MLCO-l_w8F$WPc#cs<-Jgf{i9YO}L=54An|Nn%&dEI~8PUbm{8&;ZrsR* zF(JCB=W-NPsQr1G=Z>Vhp*|apbSm*cnnr7Hkfowsl}?-H+0|c4?l$7VGt$}I5Zehl z`R3ny-(WM)mbgxkKJxsxk`V5v4-Gix1Z}zRn&Rs-k+=afF`@Rv$wYRfx#5^M6v%y8 z6-1VV-s&~dKNzEX^NV~$XYS>#;tu$lSe!WEt3rrVAJCAlE&g)LD34I;e$ApiEIifm zmKVV-*S#hxSBn(rc4&$4l%@r>#a`RoUX!AT%Jjh6-aSqCo1o7uu8E)wiT0#2b-57W zlG|t39zR36QAfWc=j<+Uy6bg&IJ*-IGSE67&L=WFH1%jtYN*2{d+7d@QZ*1088oQ* z_FNHhi#!iy8nG#y<}oKams6mzVA_jH7fBL0aV5NtTNzlWhXul>ar;9gmSsj;{WdVN z$&|`E$OB$+#tnqBEkCv(GP%gAkEs24H9XIB34eKh% zZUA-JPkQA`$S7g_Qny1IS2gV;D%Z?=X)JDBW@8d4-+C7^5WB%Bw{lSiBZ^4l*xsce z87BZBQKtS?eM@j}!fhDqrK<6pcI^Ex(KjBf*DAt%wIj{Y%Mvc8*}M){T`P;LUH$5% zY}_@&!Ks!!pw2}05qzJ8QNlDTD+$$JSbTH&la+-FI4^|P9jN zFokwjTIWlzHjD&<7u(hdx*h9SXh_0fO+n5J51@rAd14fC%gm{r>1+{=_jf!l1$V%U z<#rDyhxeOd%~)4brM4C*wt(xlSR*awz4^EksqW7|;5Xq$dYx`;0V6Rxt+$Ih^>N?c zKu4!)LMtD#L~ZlC|Fb30Sx5TwFB(7WP{vj5X$krKWNH7=uRW>m->x-od>9SoEkdE9 zXqDW*ZmGW{Ueol4@@6AY90lgi<*M`z_wWaIbRTwjs?$n-r{c+0hFvth}n-bg$4;#%Fu?VJi$i_bsXtAmqEQZ zfZ7kS1cbv7>oSiHU-fc1?*;o0E-)(#bOnP?!urVW(>OJ|_1<*Q&5Q&-X9&$-a{`+3 zkPgZ}pH#XtrT(^^MCh$kaQ{v*r9OTmd4m5Z6=%bsn%)Tp9vj|+#4}mGkL`rGpX6<3 zTcfrmGyxJad~))kPYrej=`8fy)2MrqNso za>cw#Jwef)m!Z_>rK4a{W0A~Wnr<3b4?g%**lARo=r!-~C=XHLll<|IwTtnhO8bd! z3D@I+#m}q(|39kUJD%$I{~xz?$gW5-kCjbURz|jjgv`wB6^>1m898J}MOOCSPCBy5 z-ki*g;~aY&$N4?g>;3uOez%*y+_;|C^|&7Uaeq9nlagOXIny?n5whS`w(7(Nqd$4k zoJo5@1#jCkAESrZFWs%^x?9wdYj?Gd|9zEFtVoTR(=o+N^@8KP&rkRTd$H^ZfJdMh zZMfFk+$FtzS3`=FS;s$=%R|#PHAx0%YQfeA*rhY?yTX zm=cluRbF8iT9ypFl?Rx7b(X>XT>~Q>C?qLvQvAT}6RtujL5iQr^fRIWn-RVr! z67e)Ms>U9%&nYwPYj33+R4#b7|5Z(+>X{nz z9Eaat?(!zT^RhM}%hvIY2?qx8{t@7&w56&Rh>1rs$LeI?Pr%F@fWMpGzpW47OA?Xw z3llla(z$Rs%7Y?;!@fV3n)Fsy;rB~(2{c7K-*?6`8_QqlThk`kCC_3rwb5>jGgI%x z4-LnmJ=3W-T>P^CIT!b#$85V=6H#{(w#g8IFtuxm(Yxd>s%8Q(kdo2^`;J)%|0|Nc zt`Ov9H1z6>9Y{QMqlN6>RCnK9*{C9Lkl1M6u$>r zY-XMt_I_?F8wYlPTXBZ*;@*A}I4! ztLT2$N@pGw^c+zpnz;jXjGrT!_MOZR#fC`07@)G6ExCbXm%pAUP^pwpsmLJ;1`>@6 zd%MrS&Biun&Zk{}@cz0&jG6mz&(W1R8>a@sto#BOm3jK(bQ%@&{ehmNt)iPIlX-9* z)mmOpABk>2ft`+p&AvI+8~39WetSQy?w7+IW=?I!naJsow?M5>1Rc}~PUx;<(pvCM zFsn$2S?P<#>Nz$1_l5Tb_B?4|$GM&(H-?utjxt%@?r*!l41Kz97ug))4-E3`frS1& zMtGfg!wkxVW*dOyLBd4xn+o2@&sCOwZzu5=th1A-q^P7vyC8V1TApz*mYM@XiF}yX zb4x})2=)Iv3w(0N*?ZhU&pRei<#Z#065Ki3bF>fr2sli3*Q;d-;hb?H;s}P(i}J4_ zS(8uwNv_e!Q+)G>v0IT^`E@1=4ig-|6f3#~Pvtu$L2@42qHmm5( z*Dw^}nIJ2+7l+7W zm>?_}lqY+_b(tfw1B*PsJ`@OS<9SC?&2A8Y15@i4Dw>O5(CK?YbKJ{hra ze*^0|zadJ}gsTG8tP#eu_4lQoyFR~@_`&ac0W1W@7MavI40hYE^lY%3!ykXS9qse? zey_ss`~rAL)7^sn-p-z*U6z+OJTIA=EEeV8T`9se{Ms41EL)aUu)E2#hH>{XW@ni& zk}|4`o9Lx5Inx9?<1X-{s4k{Xo|RH(*i}x1V(WZG0h<4PmiE+EIk=3z$zqPq`zDQy z6Y_hwD$Pa`KfbiR@Y#XJSn#6##w5qWZ|<(>Gb(B_IgTeWen$1WM9ck-E!|shPu> z;45np)R@K#VXSNHLgDoD$cP&?B`sqi6@7N#j5GnY_oB~`} zZgR6}@fPr_g-Th&Pu+tAA?kIjyFQV#O$x+rY+yc|_Sy5oywtFkxC7Gn>RgL0i?08^dwYZ+n;9py20Ra3&&)J;%SnYg!HW4-~0Jh zgcTLkh>##{q)l$IyAbqhdl4Xe#Af9K55Q19cz>-b`DWRG|CQQ_b4xHTECZEDxEEV~ zs1ZlE6Kvy{A@Y?19$X%D5gA3o>%3tv&IJ#)dyZ5$&-bn_L;39{3jk^*#;Mkb#U(;z z*r(=|riO(;K{g0j%zPDQ5jq8uk{@Lf?G_4vY5}Ev*(%bmd5t z*r_Oi>7!CHZ4O8%O_Rk)(zyBhl{mb;%B4Zn2r6F6M6=b)dbK%F-H)}UgNY)n5!Vs# z06ACrNn*=QQy#NpqZ6ig0@j&JB-pCsc1tCs*eBALY zR2aIJBGWP51L10Vx#=UN)R)KcWPdLNew9kiAk3cfr54ACq5bYl#;(yUJ8d&79fame zuz~3;u4fYj(VS8to^`HZ5@~3|HS*$YRC(}a3%yd-T6u%*d&T_9 z$U!vV>CS4!@D1xn9mRb6E~9-AGf&&Jc!vZqcmHQ}ZfqPyCT0KF66v%#$_4NACq$~T z>vFfhQo1V`Z|ooeaP|aefyIs+ESJ^-r(w(D9#2*1TM=)D>Q34QG?(9CbiE8dojOvqZXhvuZJE zUT^k)Sb(^&8WJY0j`YzxiM00ba(5GoPxj@LBf@n+8!E~6_&83l1-}32q85%*zHDkC zt>p9=hH;QlzAR#y;P53vIgm1THK(eS8y&j8m}`GL-?n)KQv()-%3b>!8={yli;{%7 zgF-Q>gj7#T^WXjREkEvES9*Qlw}}D5{3234(_6G2r>de&4ieMtplB2nEpPF*b^@R` zT>;#K?*=kigB%Crc(=XJ%;3k#Fb%?)2$!fwKkH+yb&um$( zdo~civ%z^26aM5iPeH|pS}~0^z-wC|z0e7l=sp8v1;{EZ%PY>)hhxGE)#@|S!k%|n z#mf++slXwM-+f7cYc3~jTvBw^SlY@~482_W)Fbh1#047s`iYDbSA8PAOCTUag@8jy zOalZ(TwSrn4$mjP^gy=Mv(phe7O?=P^(yA#*&IvhB3{nS59n>0UO|t>VjnViwsKW> ztT_Fth<4>z$;_X=HvONEy!C!#=V| z4@P5XpK!4Ss;LGVwm)^zf<%gzA?qTsPW@*4$-mmxdholeoo$&!V!kA^&t($%R(Nyk zyQrvB!{OfKYs}uv-NA3&I3c;TG+OR6Az_|72CNDHZRQInqjg1E#66T^HV~VQb&QK_ zi2*N(PW_^aZsd zoI&JP03i_m834bV{DAH+iN55b>XMKlMf=RFbD5`^Fl_&8#`6S!MmGD`zl@jO{i$fk zHU?r%3D$DTV0VB0-jJVHN*7=xjz#rL`mpLc>%;*^KMa|t@?~^}GGD!A*IW1$o0+DZ zC87{h*mLR56+$%OnB@8xcr>PU(ktHNMj-smz66^t3OJWFVh&I1*OLCcnG6_X+m>&)T?CMiV6i>M1wuaKr0rr~a&^al>FVx`akQSQJZJ2_@`s@L2|bv74Bi?`?m(dSLD9W%U4J80%p=;g2y}f)BQ*7^?G#MF zngC)M-kx^jWgw-ecvfJ4StMN5{1$aP1N|9+X+5Ru@Ri-BZN;;UjxKJvcpm`uIVhOD zm-+uThme!4UeG`s82YhyEvD%1KGq+`u4YDuxaBQ&WaP&GsR@;CTff}EH@fjBRA2%} znK%cS6QJUwW~P3uaH(Ma895{E8d{|^CkN#9HOJ1SO5e)&Wj<0D?G70U2zw%$7fTVX zb^Rz+OY_iEJ^Yv(ln7?gI1<{$;Gf*s!3@L(AIHzh`vLe4JmcFmM(#}?g<~sA@AkGg zTz~K%`4AsjX58GR+m}NQvp}tRRyd9RA#pe@#_#tZ#`CQV-71!DuJC>kXL`x(UE^n! zsD|-hsK$kV>0uQMo#8a#iL!$DdepaR-(hmm^Tzf9`M%i%;d@0r^yL+VGBK!L!Clnx#j#whJ;3zd?LYt=06>CTL7d7Iznf}WYwz9Mx5;Uoaiwnb95A?raKh{vI-xT4)sgwXjDTXtL@jb)jrcu+9S# zU%ya?!=DCv){x=eT8DnpNAH-K3;(-tV^x5rC#BPu4&JjBdB;22)oKGfPn1~o-M`b^!naW2qtag>2%@kly4`Jpm~Z`dMUi=NNz5$12vb# z94Ukk-46|(*OK$$>-NcQ$wUxCbX8n5`i-tBkO(Zt^nRO(q=|?kv=p529kqVlkgf;- zL>|>Ibjac{k-FTP>E^eR?DS!l`8@S}d3Qlbuxfbh?%mr4p)N+W(696aCns%2ui%c_ zWw_ckFN98HXdFNIq79Xyahl}i-l@Jht?{T(h_7I_e5`T)zZ+T1i?nk{-aVVkK0Ya$ z4$*x!IO8`pu6DEV$r63_gVctJO5KC#Z`;#{)vp7b5rD(*2Q&*PHqiw52)e&B?j~{< zxk81UMb3d=fOn-MF{dJtEXV|sMNkmgsa}i(icQuc)DYfWm^!}^(qcG`+w70iJj5+B zVk*2%9vy)!ljHmU<6v1OfZE@N_FKV)*r}&39S$e)@*yS$EQTM|F_!k+#oQ*p#Hdc) zNRNvf<~5I4IQQd!Ty2K@#p+_3{xajC7h@%W(d2@}-G24jkEDxho^jQS=Ciy2OyN;! z=%e1?UCFqMj+3f>UQQbx(Y=>+{hB2cz{D-ee>V4Sl2J{alTI_zdlqNhbsT8Fc37jR zgMI1)MuvPYv!Tt{w8zVR>E8j|dXYcjbO$)Eeb`(Vt<)$P{N6tCB(31woVv;F=9PK4 zSLeAw*r0MO7Huc+dHx}8X(Erkp={+r#kK~t;#u?y(3&RML>qrzPVfAF{P};UKb)G- zdS1c>nd*1M^~EAjT4eKbvCcb%C3nNV-p9Ogm###Goooxo4l-Lz?Nk3w+LVajk_UPb z8a52?CkvlTB`#3`810G}BB4kYOnKbSx1lu|aGIV8Qxo=pZ&xys+beaVQpnFJ-iBr- zw1TuPC}ut6`p)f%|LHcZ`$OtW_n%Ml{GJ$>^gb#SJ@+@z2_Cn*}-i=Zk^QW8AeJBOj!ihHcovMHMfp z%93H6;yaQ+vqC{f>sP0<0+3Qn!A(GAwD1$==!xv!Q~jUnZ|_EQXm9AS8%*s?p!)u- zjENuVHN1gE6;()Bl=MXQ7;D-!t(8+E;r!AW&>(pBZ7V33Gzwbt7 zEMyf4Fxbc;CSYApF$5TDv>oC}CtTcIf(#>D3R=uD2XTC4`E=?TN+d--&6yWW*Lvg( zU`=YsJ-F6}(k|Dy5OS~tV$9NmYV2_8dwj<5_@$1lHOt30tOq zsnOZfwbvpaL9$=bciQ^Q9h{a<^MNd_+=)X}i+In(I#Z7+(>>Z;Bn^#c!whL;H4df$bHw> z==^T6@D1wA$Gg{D9!oLvfu_3aVDBPBset!m!oM%(N^pQ5o{$`K%uCV}&Y>Z$I0eEE z(%sEC&|<*=3~W@Dcn3yVWLLKa1VutuPR2qk4FP(axGiAE~x>4X#ic01_{^S=evY* z1>OJ(F_p2wvUsIKCJu$M!4HdA($@jdw~)rYT|6sk50}5t8AqwV7zN8Af1J(JmfXj* zT*STlbvNM2JvmJmyRk?uXrKQB;X))Uu#5YxS6G>LT-L!QGc5GmboZJx3TM=*J!*G1 zDA9iadJrX#e*hP$**p5_F08m+d1!RcC6L2@@+wXp!sBvVY5wt|B_-p zs#g~Ve6-i3Lj|K7`x4`3Wf4=aaAV}SU#pf+qvT%`FOUN=Rx!K65E4Q7DlNXtyT!l6 z$iQ|8T-$j?*O6pD?`f1o0jaF3H5vDBFDC;CI2XiiIHw)%LG_?>xU2VUrYY;<2jgUO z=&bcWtXTeA7n0Ji5U3xmG0n&&3GtjP3(yKaF^hA6xhIiXY=SG8Pnd1J@@nnh*J)RK$5JCCs-mvT0(;yaNO2YLihTQv_ z(96^lA+b52;}c-Ecwoc^Z>qXn`9lnff7l!ZOWqnG+_M6_uw3B{BT-x=qr5h_4RWhEnyS%4cO)Uj#EPTi`mNrZ< zH_kNW(rG|_aw~cz4wigAo1Rgt(mL+y|w$$bwVRL+?)OP1g^tG<$S+j18N0{%I}QzzV>*lMA<(_fV4L5UL}2Vvhg{Py8Kf(GZmBz|@$n5Uod%~&H* zQqugvDezq?>WN$4mj9klr@y(%bD-?@+Y>Y0UQ?cQ7nJyV%AZ1;1;mgS*WKa37J+&3 zhrNW;Ke3cIVGPvGz1hYNTC7hrOrvWxZ<=J4`5yROr|Rp6p!YxD0sPPCWe0TGK|6as z(}joPw-fE8Rqe8n)d#bn?;|$AQ=dzhB@iaCJn@EazWjLYszqlH7RZ#|jpfp`e?k&o z+^jU$Gz}#-BVfXpeI`<#94&;u@7(F1Ve77R;jf@xiWfp4d!3&P6F_w8pd`AT-@`EW z>i6j|2bljLM7=r6qcn}Kz0_Sts@>m5!;+-+&6C(qMI7Po>!k-gY@7ZHzo%v8?AoZP zkLzLunZAvM51wCQUUqtB?k>R0rLhym+f&bnO~a@r#wQ)FaaxBM8U$X+RX&>pKGXG} zG#@p&(u{zP_(2fe?6^2|%jt@gypAfSqa1w=_)*Z1MI@D3Zl$^VnMZg!R23T}pNGs} zd&leQuADx9&$Y!4<{VBzTmKQXLmb3eh+@|$6l4w!s}Y+$r}Utni5bzkme{hCGcv>x znbh}aN81+^>0LOP5t40BL%VKd>mm~zbNBmPmyM5-rpzNPzNfbVkndl%t35y2pbcr9 zj}(3#@ER?>i+{l}v+-M;cm=AO1Pm4c4&Yc12A7tDFY->CW08Xd@=8^aCZqfETg6|C zkHMU>1wu>U@m~XC$P@uO&jc>u$=F2%xlnpV_8GY6hapZo9Vgh}MVPd7p!5lH>lFBgl-a)k`kC z8Ew;Ciy4q6o|TgL`i?YOtLI3D^=sKBC)fA637ZMu*9~z~jH{OJ4thJA>2LC<>MOh` z)$^{eLB;=0LLrDPPi$XN)h6>~>Abl5)Sb$sv$?t15Uh zt@94=$yX2N&BQpPj2n)0oqtC1eJ$@)1y3d50(j>ZwCenC)oVEVIj$Z9i2hf}v+Ca} zvNryt99si&Blql=+v|pJQ;fEj?ne5%F)2m`wI^e=t{Qn)$w^=*_+oo3ODn8=zxU$F zkn((A2h;VUO)SZ5SbpRR3V^%`*S1YI>Vh3q=FDX-qY7M38g5!|`m=ssz;HAKhiID7 zKaDRoIxf%#zR^uKtAqAEdLFT}E#OPgy}4dk+fZN|I9hZCa|GC%LPHDkwCq4uFR9|V+s0vgGTD#X=07I%vnrpkDc&+{x+27r@MNaNTzG)B=F z<1QpOh%Q7&l5V=tHp?>482ZgY4)G~+iiH!LR}ygjG?y23*P?o`J^@D?m7@wXh5(Hkzn7O3WS&XUUP!X-|8t=>PUWz0S{I2R;2M(0Wi^V zkU1_2a1;AZA{b{+pY?6qX;B4Ltok}~V1^3YyNfz9_Rsq@>!-R_EDdLSez)q)$h^Nm z_2(1$>LucDO#FJh(D&c6=oPX#rJ}Tt`I-XufJi+9d={`{qulj*b7h$h9sjnSyxE47 z`Q2XL3fvMD$*G}*W-|U#R?dw3VvlD^SizoR%##%ssM)ve6MyYZz;HzM)`MrRcj}$X z3Y}u!8uC_P+5q?|g+OR=DzL1%rGZT7WB*_j6uDsF)l#eX#u4;Obdr`UVAg(i`ykvu zGT*fnSo?krNZh0WJYFUj_Fg3+qlkky1XtYs^pD9i9{oicPacwlnHTBT7>+h zj_?qNZ1aWj_xipBsArG1n+Gccc+=!(q_9#3!9D7Y6dPk~` zA3Tpi5r+`Ys~2SiQM`b5m2*x-1uJk}Qz(&3^I%45NmbmU9{OyFuRz+a!;@T7{ZaU@ zPlc6NKee9e$kw;POmWpJX!yGJ4d=Uv71~};E2wR#v<-BW|2R5)NaWlBsF<9tNFlVw z9KCrv<$UJ;;s6vQENRVRJ)r9tnnvLIYR&j4`+YT*i})CXSbdFrb@n`Bb=#G8`jfRR zisea*zdf~PklFju(1Ge(jn|~&*GabqND}fd>S_oeER`ldJar|>FjZ_G_dFE3tQDdT zS$>aRrqZ|NYCxYa+Y$im(eR*Sby(LwxcaC3e(7WXwq2pL1APmj2M@~0yK#1rdUm8A zc21lS9fZSNOld~6s-+*2B=j4~L%pBLQ8m9Rot1Eznyt)a&F1#Q$0?>~SCrn4^ah3- ztiiT#2YvD5LaQo??q#KP_(~98<~&h8JGgI2V0Yu#Mjow)(1j_a{J|J^Vo@CFl^^nx zY=C+r^sVWLUWf@)_4p#kp02guz``;Y-PI~M_qEmHaPP1_5%)WiCRk*bsGKN72{Mn7 zgrU?Q*M89HDF{|2FS3xiIhu?RY4-iMFX89c%(PDxKe^q(-ymSYvruQyuxJ2c#exrRpOF#5eJVkG40CS6G#b-#k#A?uZg5yEu!qtpYm|{q4(aL_RZ+@z!8=l#I?- zOl>i+Sjv2oSS_dv$mdJi>cN!`UN--f^#+&%z5@IBF26phr0cj{&R19*t;JG&0N3-m z)>U6~*}pvKI?c~MKD6Kk!|rIG;x9kxy!N}9iS$D29THGlQY;V=G?&s@j3UDuECXDA zN395TaRZSk-XNgi^u01c3YeVo-9o%BS%UUxD|0r{#{iJ~gw{+Q^;4Y&=rWyDo&Uu! z>y8$b4wxMrO5*nE6zpJn!>q%>v2WY-gNu8!tESsjm(4`|i9{Y;i{oKYF_ohod-28eV-ZlchSvgmvkFBOBvd^( zY!n?ler%(r)D+d)K1nTqP>Sgys+9cv*8RDRf3P%f)>Y^=0T%eZ*Bgr*B4*Zj>1P73 z_u+=%muouKB*etpQ#&Pc)pe*1)dQRE{tDk8iLH9bAd-H}sj%*i)$6M_WHDM2 zkE82HPgy+AVpHmkRB9K#u7q0mNuWxoNh57M%r)nd;d1vbt5aMREJW&u9pE26Advf2 zuMdY6ihW&EML~<@|F*bbFuN;YS@b!vaP<(Vr{!B^iS_DgpOpW;=iTT+HV+-^R)(E( z&ar&J0<-0SL6h4lLJf_azd>(X<?n|9ex!Mixg0vGScy;1>-&`~#c6NZtWOrwbh37jjlV%+}-XZS3rO57~)s{1jZ z?7IgSWGQ3x82tIL3n;bpY&+0Obyx+4ejHl_AH_pRr{5py^BH0o-(b^~(<6nyEwDV1 z``yg*CHL}g_wm(z@_m;Awboe$9)RdBz<~2v)z3=X`d)s^3o4wXqep&e8F<1hsA0(L zbg|(5!s;!?yy<$+qeqJPA9(KNeG2zTk&2iD$=lrhkYTkRZ-)k=PIa9+MSgH#@lUyip!763=J0o zcPfm6=wQgk5&!o%_}Ku2Z8 z#7M?5hC-^~0m$Odx&y_!{p*wdjA^-9(?&`wwlkuDMD}t4=gYTQ z(TAyD%FphO(_Ak5(iSkH%d_cxZ2vD`@mxREY6l-xFiSse9>Z8s%;2Zr_I9O`wv{}_ zaLs$e|K3DLk;3aBfnUseYCwc#j??K8iuDfZ5*bKW8z?E==fr)!X(PyrD>}Rjmn&Yz zv$A{Rc@r3!5K=}tREtC4t-L-5;)IY%D>oo-%{=E`eQMGdMRv}(iuKdh$QFk^bEOQL zb>zgh`@HcXY!wqt1!C0dKd5{(MRi&;* zsaRq6v}K}?Q*&-fOcZk$K*Zy^*%sEHx8d50AETQy9+6K>=%AHO00?js{&z# z&!ZLQ*x1BJz9Fb&lo#JfWmvsO8bx-uaItvXUd+~!)v{cn^IW50K+Gi=N@GN2mLiD@6;(oGY33J5Vy?D2omL|HGV>@jJogT=SzGQu1~8|@#D z(FC%LjWT1p3&{JkT2k*0&T)D_LNE>F(JDRAf$fON+awS}EgP9sV5m%h>j~M)pZ&V? zK0NF?bVdj0d;B=eI50?rYRZ@vo4YM=I8spkhG6)%7tT)HYDrII2;fvd&E*?|2=_02 zORE1A$~g2(WcNDkYsOT6{dTyVQ-b3SkVUljg>^xNVtp=+kNNhW<)f%{-skm=PiA~c z(TDAg#f;5HlT0h3TildJ__~=12dM)hGKNfQMimpjPc26-d$i*vXj^~1`?nd5jOm(& zME$m(XO-sad&Y?jUN~~Ca{w-$ts#|I&EQurzqJ*7@;{33YC#4FEtEWa!)E4=V0!mW z4TGM77H=nhve@7BLU?3;bf&Ms#dE5-E-6;@Q>aM49#12-d zpEVTg8L-}{2u(L{dnS`?neGO3o75JU5uxHe{|QW*z4eK^A5AZ!Irpo?KwfLB>cpGb zOdivxE-TPuKw4Tp)Z(UvN#yz)w9X~}g?<9XnP_8m{(T=VJ)=X5WpeZ&oC96~z7@7* zIbV{X#|?4dXS09P{?Qn`ZU5!x+5_u?F~8{MXf>J|j=5i5+e_{==o{?eXLg8Z?4O$x zcsM+z(ZDNKDGIw7hS3eo&|4d`YfReU*>-8UpFVJG3$s*~dVT?|n}hw&ly6$5`EgTD z@>P(@4A?}z!%RZ?;T! z^)wmccTKq~);zw?A{HaItJ0=q~g)!cRImGfl(+yd4>W|5n6VElYE zBwZYWA0oYa3M7xju85uAWZeO8XNeEGpU`D7rD>anWzO6G)kLW$H{M zxy{L^h$@=bLl8|W=9Bd<*Dr|m?wp^fG(ijXaU*9)Q^u*v5AVEz^%|g4p;Mz$Uc0xw zf;2|oUqx#g`dOEFOeC!t>PlF=)0>0NQp{O1p?W_WM}_C9vaic#9J7Sxs$D?5K$Qd# zalOSC)IZAi=2Bg?u1-2#vU>C)?Q@fR&mO0S@;@u#+ALD#&b+x#W+=dAPf}<$$69{h zC5`ULFp;QTGV;`vfCc|DIbFbVLRFceUzq=%f3UK2B4&=UCw*B9`t~YGpaGqIWoM5g z4KHTgTgTs^jwuZZjT0Ll58e)|AS9);Q+-^3W#RG#+xK^rF7LIaVp!4uZ6wZFL4^s# z=CkJBC3Pn}8lCMu(O4$$2(QVB(O=C#%%}0^7U?etopZ^Km<@wqzsV#V)@|W8 zP=ksD$YvFYAe>cRL4re`%8V`dDam6*x!j4$xp3_j%>n|Os9NYTX@jr*4{_d&J@MFK zo9Vb-0p86HM+zU{3MepX4*~bl6>^ybd3sR^cWxorc#H#7Kcn?e6ahQ$(aSIEZb>-u zpwAzYG#AjMUtE6F!EVC}U@Orx+d>?)9ucQR==j%DMk%#IrZ-CYxYlGtEcVYO@^j-~ zYK>62{mozAl8$)Q+IksbLS&|TkP(fYn=3NvH_H5Ge~ULrNDunyok{EPJx5F`TXwgw zcAtN1#`1x&#Omb<-{#WoR$u_-SA{|iiW(njMM&Nk<5%J8^ojomIHtNsN|_%UMi17aw6k2WncAzv%6(uhhGT%(5b%6 z&ky~tM52)iIf#DLMhUk6*g@4uB=tfa>#BTq{qzeoh=tb?bI$fIupSuAL^{MpJ2}i< zzN8%fj_)UM9I3?R1BgqD@};|J%AxZ=cL=OO=PHJHu-{vC5H;;*lJWKn5vm$m@0U{R zUQ*hsLy{;yB{m2dkCFid#!_`7o@^lo@jaT|6%rAS7Knj6n2J5)UXztKqTSx9Cy_66nXLS$ApusSrp%L4^d(28 zfp`LIF9&a0?>wi?Qv=_f^L_Cqghl>gDNJUC_a8M@yYHu+bjjXcYTwE&{t|$`Df@rfnZ9+N zL2CA7bodCq6n(G$YwKIrM5&Gv5$_WIKjME%r)~qJk$D!~LTmiodxxAS6!*8_0RWbu?2rteks;H6W<{S9Xn%6fM3}3~mdm!3fh>wMB%cVpsHcVS zRy}!sbB>?_f47Vp6L?)-*(dh9y-yDDj``FT;pSUwHv!2H5PN!_^Z?F9*Z*`SG0`dH743D~Ym@S>ssLAe#SqxaDz z`KbdU3g(5NQW1T{f}ozn-7#2YUJgPreA4Ly?u3?I&#Z27w<7!?oQ1H1%{~x?&-Cc* zbU5#nw4GSR%lL{%^N*w=8rloQAnuyAJ|q?6^QkF9VG{AK0_fIn-b=#%zW?$rmUIZ2~2;!x?*KubnI3+GG?YRPm_Oq zv|AAcZHOFLoIn1~U@-R_!2$D)Ne9+&Ot`a#;{hy$eqccuh7OZUVrKRks{_jk##pGA z76>{*)(Hdg04xMuoEK6A8%j@?I9P%2#%aH~s6KF`&HlV&>Rm_=RrPK3^d=GnpY|gJ z=H$|Xe$9pF65>eAKo{3eZ*O*(Tz$QY7Y#=A!ti0?Dg-AX)}Hk^)LxikIqKAs?#`j zfRLFu`+5*fBc*W{;mL*;Y%Z*u?prC9^*xbA@u#{a1^oSR{=lW{nTWP_p^y?}GhFJK z!})HXPuTBP$vAC%DpCvLpd91hm(0s37!tnx2!&6{!3_EfGSC=h(4k3ev(#)02yVdd z9(hdB!i(@I5vr~xfspStZpMqzcFUD0Eqyzm<t&zK|g6=}z8e=}d}UM!G9E#6ZmVn?+thuu&C1U5)0x4+Cm2g&3w41Kwqw zLZia(^1=V@K)>IYu>7lqb!lh|KICOYmCFz!u4KTafk3NprS>Bt*rH3MboqOX{Y#r0gs%r#vy5y3Fw#VqWx0~+pzJ62_G^=bpeU_2d1XaLP`b)b&>wlk;S z8bwFGn*Xd)u!b;+)#6zV>SGMiQl4}D@C;Ssr{yYl!pmP?xPx$A0-Sm?(<4Kz=+(2h zIfj%6p9fFY`C__0Fpqj@v)~C5-4c)I0GJrtptwDx0j>QEAwUZeSKydV@1YI8kf3DQ zK`m4s_bcrR7HAQwLtEJIp z?ZF)c@`|PNZ4@3nd(pCEn7RAJ7ld6JGr4r2I_K!~q82LsJk=qoW+CN6u0}q~l$#ENUg)hBkp*xCg;Fe!f!@I+opz!)s>9?lu{{20q;@>BNLE8EF9NC^FAme{QFz`ihpu`pGO)On z^77A;h1U7zr@=4>dus{a5p?G3Dl_#x@kP+-^8%!km1lu@nkL=-yILi-KSXZM`EEXd zc`Rm8E2OMiTc`%Pd9BP{lgcp;5}3H$A=~(?0-*Vf7HSXJ4$ARYwDD0x@OzmwQl{l^ z{|Kneyt$V^Flo133rq+$?5aBa1~kvT{BCUVxGo=Y1N~V$-jBX^Q`35k2u1jIZ*d-a zO2bKC)7OYsPf|Vr_YWAXx;h>(q1r~?Lvowjy8KIkQlWx{(~E*_09lMzs$JWbrOrsP z>=+~E$_WWoYI7z$qHDG6iC;U#$K5fl7J0h5nsUz$Nb;eja{1*jNCKdKdf5Vf)x}B58-TaO3 zaBuwDugn!G4!R1U{pC;QN_YThu}o~`RDV!p=R=GiWO@4E$37uX){iqFmgTpp5HB*) z)g+>ecW1(nPm`>70KG zP9{jxdZ`WwY9CxmPSEy8G{3qg61Pfg?Ot>n#Wi~J=aKkIvCLMxB#yrZC$vRL)R?PzDT``&2dB6YKHw#Zo`YW!nnnW`nop4;25hXvUA~ey>6IDT4k?rNfbc@;iyZ~c z9gNCI0B1wHo*?8Da%?4}rTrEn&F)n~LJ6=p4#4mhhLe z$g`Vqs`I()<;|$UuCjzLnL0mzT>*8uBCmEm*+8s^I(|V|kC8+uA*{b#@2rRhkI^~D zvl((Xl&#vE9{F{@KsJ&J6A1>~Y4*Ci%c7j?iiH3=GoRwB=@827f}iwBKy&w!-UHu* z*W)fQ;YJeHJg|4*9B(6C8MxFQ1-v;Sn#MvpJYl#Hy_f3vvf6kEJgAuyx$R+Oy`*Wi ztw&|sQ*VW>7V5^|(8ZkuA=DAZ*5OS$VRwKbZK1e!wM%!4z6979;8n0t?U3-}@8Y`= zl;gE)T$r1SBbuI8iBzR87=#gqtI@_uxIG3R8R2yhm9q^YTVTVtu?A$WGq)jJp5?mW zOF0wm)(&^B@{@*`gI0%V8^}HM_2pR<1wU9`cS_sclC+&_eoiU$M|(G4%nAQ$==lcitAhZA?H^zr} zeQN_K6Km*qf7A^6t?r8YY~gkIOS|<;clEFq6K;?(xUf_c9`bb1S52I$e!kRfP#w3-0@SUAWR|w!V$`x4837V6>JZU@29FXF2wT9nXMd5s5 z6fsi{?k7)NKlgIurKQ2QmgF@8b2p<1b6F~J8AyA?OA^d)>nN4%@kA1xxqNN>;k=8* zBlnG@a*RdyjihPJNSF;oq0(+pUd<=bAk?A61!zWkJx~>K`AfVnu$_m-;kaXpJlr4} z>^I>Y`X|ihZxpYeMJ+a}Z>d7*NPW_kk^ZPoURR50=_kAM9lM{RMzpPgTnQ+Aj5w2; zVH14a`wl$FhHKqS8=bK7;9(1D@Q2un@pCZ?qcz%AQyN|B6ix@XucwPHngb-|$<$dh zj|DgLdaM!N6qwwZa#nMCIXg4ZVq47UL!F@m!uuGu6*l^nV&Yi1k6p=K#;lkg z*<|pAWX$05-+C5C>))|tvv%WrGG)6CA_%8AGelOinf%l(Z%0PfuMpV&J(;D6cs{yO3K{ z*DjNk5_C%>%k$B9slH2z!R*k`mKQ^aV7>2 zel<5_6F-;4;^Bo%jm)0SP(M#jaDcjE=t_I{`^$?%U_i5U)KknoF-W)1uz?t4N$Wyt zwgY!-*?m3+PE}B7Am7q5^t$%S5va}aRuA2Lx!<$pn~^TJOm3Z&3!XI_vEnE139b65 z1xy13&mI;@YzuF!s$%;-S!7=?nbdLIlrc-L(IFI|LeQ`Sij1Px)ykjEHT#{-YN>oi_*5%r zklS9ZTnBEfan?bar;U~u9dWbAuu}0~ORZtqTs2EnUo|@05n%5l{c0VQvmCln5ay74 zsc1)hh7sQlyskIICjPc$iwn~2KWqS6yhM7j|IV%9-V8knypQ|*?CP9h#?#zKUv1uJ zXk%ly2;EFakKbhYCRRwN(vkfXO#|X`?%BiWe6zdc(YBhQt$q#(IH%?5z@ignSQ=fG zefqE?iaySJXkKOmpE>LePCXw5mKPbeIZPct=h zwdV`u4`kcyo^-cE=N}B+sBn=34uof^RlBWMaSLT>XN}B|zDya|ivX+PTR>yPYA677 zr2iM>9a4r+qjJLQ8*LeZ*{6fz);ctHB>H=cGalJKKmn{jM^Jr6lx}-~v8q6w8>?VA zy4$0Y)pFbAcgc)?&AjE)QG1|buyI8={c91=@h*61wwd?8O0jO$7yLvoGTJ~4*oRz8 zac8Jbxwm^@NO$mX9BnHLb0yAP)RV--R`=>&pgHR2rGmAdNg+gNv-n^D*QnQ`XcU_;lamGSt?+#RR3TPAP zpSh4PG*Jp?pRBhN+XRqK&|hYySQCt3uP^C)>LTBEhLx!l)C1puuJeDEKI>v}{XEKa6V-Hbe$(1F`Sei(d zi7YWPOl7hS74yXyp0E3KpV#w8Jm1&%=g;Sy&pEI2Im`Q;&p!Pxz&iE&)1d{`!I~>Q zR_4Sb?b&58`V-rgNkW(jGvHRgwQN^a;UsY-0WtdhQ_)g`-h_w3rI^qOz!)5Vbs^jv zpElIGZNo0!F*f|kFAyeW40Sp4vK0JSs%27|W<>;5;ILfEU z2`c94Lp^6vg?^0e4>5fXUTI7;x$=YYXXF>NR+G*%PP!RWyq}<~qQC0C$y)4y_ZD7w zt9q&TH=N=3T^m8n*$0hwWJQ zQ!<%Ac9Px{80;p+9!>Q2eR#F_24YAm>QwbX_rSC!B!cSqTz_vc`3k9{-|vzZ zZL6P?2X$7z{S0YsQ!ba0OJyx-Fp;wvd`s#M$@)G(o?PcBT(8~9OOxyT!-p^2~ z&dbH$k?Nxb(%=)^>-cOa$+AvGGV=Zkx2&A9a9F0| zMT6>yjj0#gQOAlOzuUdLBU5c^4}GM8UY;utI))g0az?U2HSA`r0z(@$F=4>lzCqm} zd8k@zbd@y-e>}J*hg80M*-S$vo;Lj2*+m^CUoL3NN0Eq(VRn6upAaz?TdU_E&)Kz^ z6%p^xOSF9G;#`Dw^4C;J#-4xRks-s%G8nBopBW4F` zN;p~CirC)0@bUJsS2C*E0X)u7=#P4l8GdzdvHXS?WHIAZ z)cfH%mNaQ3LpSSWO@$VU+8R?r{pHSCj!SZOyOZ{MaER8( zi#ixeQD0346Cg@KOvGzpLvM-%lsRmsT5mi%Vt;;%N)6Q3PUK#+_D~plwge$Yi3ETQ z_=^M#blf(Vw5BSJVk}c;jJ-f8R9Ywm67MPH{%9K3#!vO@Odx2?)1q;jbB(SRQ5zFH9NPS%$4-;X>gz5ncp>%2GzK_F6f4P)yQ|9T)spXBH((jej|Q*oS-Gt2B* zQ(K#6Q?_FBPlL~sMNdd&{Z>@l^c#r2O&rGBtXlP9*ZuX<-Lp%wUxO=I?X_5` z$`g&#?=+?9S?!GocSZ|HI>r@1@?bU_ChXC4j2>d{_)cgUJX#FD_NS_Bu~5`$9>azb zcJL8cYl#g@NjqW#0wEX)VFxa$<*#vdm!;aks2&<6yjh^(DzC}~-_v}vvHG0bQ#Mo! zMr#Mba2v6pY+jluF|7j3zcb0u2qy1DfsM~E48cv@M<`bXRG%vb>|V~IZdHvCwGl~` z)9Y`gNjFVzN6pmM@6{9*$@R`DTXpgrXuZkRLHc{ueez~?HS%P*cHI=ZESKY5u&t&% z2vYxGhx!+%pML>oTMSsH+lHB}wnpY5B4K%pTNlkz{ur($U@s(wiHoM@!6FQhS88n) z2^Tat!H3o}HnMqZa!h}#)6?tu1gx3O0_OL=N}429t$-!H8cEWY^U0|`^yzbyO9N}? zdU&D)t^i9llu+>6W27rPZ-SO^7|a=*QS;@Z+|iS_iClg|0hYj1!7hFrJR-%)XP^pW z(B-gN1Mihed#T7#^X1dGI)F3mlTH0oi^;LffP6fCXF*S51BX(Zyozd>Ob5-h%Pon< zK$^>~opzfPA4ki`a2ssFhVhG+=ZF{h8E>hMwh@8*5vf%mOyit8=N7J9Rypyz7=hda z?TR`RxS*}P(qgX$4j{aYXxh0DyNPHAmv(B=vS53 z-#~nP1M5E-`qGjjOI$(Ln7rok7>Q+BD^?auo*!Bh1Vyf-!?{YJQ|(g z+etqKrCjw&Y&8hq3g}z8;UI_w!5@}1W3(M9m;`TDf%u+g^$|WVx$*4I+8^T| z(PZ}Nb-xGMM2@?q?RHhzHu(jPkZ4X|YAijb`%G10*;Wx8Ci6$M1MK(PS+srEzAtKoL^t|jVuXBgy@YsXZ54<^6u9W#Z-rTP%34-$-c z!Cp;4q(ga8h}w#*iOSTegTQ~cGf{2GnCbr16OFbo4nceZx09cWx!C(bvE1Ps1{yf& z^nRu`^CU**T;Mbl07Yj=9FL2I zLN?^3L0yltOez`ow+|E#{@d04b+*FsgyD{O3VEi^I{N&#nYpPHivR^MBY4j~vw^`M za>Tn;2kELc93}jwyQ(-dq?N34H8Y%AG+TPTgU3SN`U3>jXhVWNM@oJD3gHM;(q3*$ z52K3w_muZi!;a3rX+-s^`*2FeUCBn2qd-{a9Gp(NyvP^>!DtFg|FEr_b)nZWLKq4B zz)jsJ#52hK#*f}i%hVc+_P}8w@$=J(C9#zLST!k&5#c* zz3rQH@LkdM(4xb$4G+ofEyRYcCO(q7j}8k}G-Hz$7)7jDRBS1&zS_veI=dHDmU>W+vRh|{u=8% z1>hev*C{_GclcoIYDL z#}RX*@pE0QdLNh5SqW{F8YWgdu$L{&BdNEGLGElM!gFACHPHzo3!!zN?kOv+;Dm>* zbctLQ+DD>K_sme?9S}ryd;{bEt7KhzJ`SA!|I9o>=(bBq)kK|u(IcM|Zdc?4my}-6 z^7(0=yv*zX%LAC}Fve$)L5(?Am~$(vpLamy(i2v%=+-_*)3e(>_lgwCEjEpozWZ6< zqg!q8=Df3~qmp2|hb7fOEX!oSI3XR!lLRDb($s%;*By$P)=@=C}k#c^%U zz`gG4=|VkF?oSEklo0)Icl1YEEr6u_RU>c$KQWvtK0M0Ll7>1gY4&4nj)C7E}+r@gQgC}!)ZUth)28`H&tq!rT^KdCo27-(GztM*si- diff --git a/docs/articles/index.html b/docs/articles/index.html index a7d3c95..edc4174 100644 --- a/docs/articles/index.html +++ b/docs/articles/index.html @@ -26,7 +26,7 @@ Reference

  • -

    pkgdown 2.0.2.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/authors.html b/docs/authors.html index 680f292..5b5ed19 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -26,7 +26,7 @@ Reference
  • -

    10.1080/2474736X.2020.1870150. +doi:10.1080/2474736X.2020.1870150. 

    @Article{,
   title = {Facilitating access to data on European Union laws},
@@ -91,7 +91,7 @@ 
    Citation
    
 
 
 
    
-  
    Site built with pkgdown 2.0.2.
    
+  
    Site built with pkgdown 2.0.6.
    
 
    
 
       
diff --git a/docs/index.html b/docs/index.html
index a574dc3..013bbfe 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -18,7 +18,7 @@
 
 
 
-
+