Query a data set
query_dataset.RdCreate and send a query to the EES API. Queries can be supplied and run in one of 4 ways:
Supplying a json query in a file to be sent with the POST method.
Supplying a json query in a string variable to be sent with the POST method.
Supplying parameters (time_periods, geographies, filter_items, indicators) to build a json query is then sent with the POST method.
Supplying parameters (time_periods, geographies, filter_items, indicators) to build a json query is then sent with the GET method.
In all cases, the data set id must be supplied explicitly using the dataset_id.
Details on the format of each parameter for the latter two methods are as follows.
indicators
This must be supplied as a vector of sqids, which can be identified from the meta data using
get_meta().
time_periods
Time periods should be supplied as a vector of periods and codes in the form:
"period|code"
For example, selecting the 2023 and 2024 academic years would require:
time_period = c("2023|AY", "2024|AY")
geographies
Geographies can be supplied as a single string, a vector of strings, a list or a data frame depending on user preference and the complexity of the desired query.
The user can supply a single string containing the desired geographic level (e.g. "NAT",
"REG", "LA") or a specific location (e.g. "NAT|code|E92000001", "REG|code|E12000001")
and the query will search for rows at that single level or location.
Specific locations are required to be supplied in the format
"location_level|location_id_type|location_id", where location_id_type can be either code or id
and the corresponding location_id is then the standard ONS code or the sqid given in the meta
data respectively. Using England as an example, these would be:
"NAT|code|E92000001""NAT|id|dP0Zw"
Using a vector will run a query returning any rows meeting any of the given geographies,
i.e. geographies = c("NAT", "REG") will return all national and regional level rows, whilst
c("NAT", "REG|code|E120000001") will return all national level rows and all North
East rows.
If you require a more complex selection, for example all LAs in a given region, then a data
frame should be supplied, with a row for each selection. Note however, that this will work
best when using the default POST method. The GET method is much more limited and may
struggle to process more complex queries.
The geography query data frame should contain the following columns:
geographic_level: the geographic level to return (e.g. LA in the example above).
location_level: the geographic level of the search location (e.g. REG in the example above).
location_id_type: "code" or "id".
location_id: the code or id (sqid) for the search location (e.g. the code or sqid of the region in the above example). Further rows can be added to add other geography searches to include in results.
An example of a working geographies data frame can be obtained using example_geography_query().
A list object will also be understood, provided it only contains the named items
geographic_level and / or location. This are defined similarly to the vector form above:
list(geographic_level=c("REG", "LA"), locations = c("REG|code|E12000001")
filter_items
Similarly to geographies, criteria for querying on filter items can be provided either via a
vector for simple queries or, for more complex queries, as a list. In both cases, vector or
list, filter items can only be supplied as sqids, i.e. the ids found in the meta data using
get_meta(dataset_id).
Providing a vector of sqids will effectively run a query returning any rows containing any of the listed sqids. This therefore does not allow narrow searches based on a row or set of rows matching multiple criteria.
Providing a list structure can provide a more narrow query selecting individual rows based on
a combination of criteria. For example if we want rows that contain sqid1 in one column and
sqid2 in another, then we would pass a list of:
filter_query <- list(column1 = c("sqid1"), column2 = c("sqid2"))
Note that the naming of the entries in the list is not necessary, but may help in creating more
readable code.
If we wish to create a query whereby we receive rows containing sqid1 in column 1 and sqid2 or
sqid3 in column 2, then the required list would be:
filter_query <- list(column1 = c("sqid1"), column2 = c("sqid2", "sqid3"))
In this way, we can build up combinations of OR and AND criteria for a query across multiple filter columns.
Note again that the more complex querying using a list variable will only function when using
the POST method.
Controlling paging
You can request a specific set of rows using the page and page_size parameters. Keeping the default of page = NULL will return all rows matching the query. Setting page and page_size to numerical values will attempt to return a subset of rows, with page_size defining the number of rows and page defining which subset of rows to return from the query (i.e. page = 1, page_size = 20 will return the first 20 rows, page = 2 and page_size = 20 will return the second 20 rows and so on).
Usage
query_dataset(
dataset_id,
indicators = NULL,
time_periods = NULL,
geographies = NULL,
filter_items = NULL,
json_query = NULL,
method = "POST",
dataset_version = NULL,
preview_token = NULL,
ees_environment = NULL,
api_version = NULL,
page_size = 10000,
parse = TRUE,
page = NULL,
debug = FALSE,
verbose = FALSE
)Arguments
- dataset_id
ID of data set to be connected to. This is required if the endpoint is one of "get-dataset-versions", "get-summary", "get-meta", "get-csv", "get-data" or "post-data"
- indicators
Indicators required as a string or vector of strings (required)
- time_periods
Time periods required as a string ("period|code") or vector of strings
- geographies
String, vector or data frame containing the geographic levels and locations to be queried.
- filter_items
Filter items required as a string or vector of strings
- json_query
Optional path to a json file containing the query parameters
- method
The API query method to be used. Can be "POST" or "GET". Default: "POST".
- dataset_version
Version of data set to be connected to
- preview_token
Preview token required for access to private data sets
- ees_environment
EES ees_environment to connect to: "dev", "test", "preprod" or "prod"
- api_version
EES API version
- page_size
Number of results to return in a single query
- parse
Logical flag to activate parsing of the results. Default: TRUE
- page
Page number of query results to return
- debug
Run POST query in debug mode. Logical, default = FALSE
- verbose
Run with additional contextual messaging. Logical, default = FALSE
Examples
# Run query_dataset() using a json query string input to json_query (this can also be done by
# passing a filename of a file containing your json query string).
query_dataset(
example_id(group = "attendance"),
json_query = example_json_query()
)
#> time_period time_identifier geographic_level nat_name nat_code reg_name
#> 1 2025 Week 3 Regional England E92000001 North West
#> 2 2025 Week 3 Regional England E92000001 North West
#> 3 2025 Week 3 Regional England E92000001 North West
#> 4 2025 Week 3 Regional England E92000001 North West
#> 5 2025 Week 3 Regional England E92000001 North West
#> 6 2025 Week 3 Regional England E92000001 North West
#> 7 2025 Week 3 Regional England E92000001 North West
#> 8 2025 Week 3 Regional England E92000001 North West
#> 9 2025 Week 3 Regional England E92000001 North West
#> 10 2025 Week 3 Regional England E92000001 North West
#> 11 2025 Week 3 Regional England E92000001 North West
#> 12 2025 Week 3 Regional England E92000001 North West
#> 13 2025 Week 3 Regional England E92000001 North West
#> 14 2025 Week 3 Regional England E92000001 North West
#> 15 2025 Week 3 Regional England E92000001 North West
#> 16 2025 Week 3 Regional England E92000001 North West
#> 17 2025 Week 3 Regional England E92000001 North East
#> 18 2025 Week 3 Regional England E92000001 North East
#> 19 2025 Week 3 Regional England E92000001 North East
#> 20 2025 Week 3 Regional England E92000001 North East
#> 21 2025 Week 3 Regional England E92000001 North East
#> 22 2025 Week 3 Regional England E92000001 North East
#> 23 2025 Week 3 Regional England E92000001 North East
#> 24 2025 Week 3 Regional England E92000001 North East
#> 25 2025 Week 3 Regional England E92000001 North East
#> 26 2025 Week 3 Regional England E92000001 North East
#> 27 2025 Week 3 Regional England E92000001 North East
#> 28 2025 Week 3 Regional England E92000001 North East
#> 29 2025 Week 3 Regional England E92000001 North East
#> 30 2025 Week 3 Regional England E92000001 North East
#> 31 2025 Week 3 Regional England E92000001 North East
#> 32 2025 Week 3 Regional England E92000001 North East
#> reg_code attendance_reason attendance_status
#> 1 E12000002 All approved educational activity Attendance
#> 2 E12000002 All possible sessions Possible sessions
#> 3 E12000002 Education off site (b) Attendance
#> 4 E12000002 Interview (j) Attendance
#> 5 E12000002 Approved sporting activity (p) Attendance
#> 6 E12000002 Educational visit trip (v) Attendance
#> 7 E12000002 Work experience (w) Attendance
#> 8 E12000002 Education arranged by LA (k) Attendance
#> 9 E12000002 All approved educational activity Attendance
#> 10 E12000002 All possible sessions Possible sessions
#> 11 E12000002 Education off site (b) Attendance
#> 12 E12000002 Interview (j) Attendance
#> 13 E12000002 Approved sporting activity (p) Attendance
#> 14 E12000002 Educational visit trip (v) Attendance
#> 15 E12000002 Work experience (w) Attendance
#> 16 E12000002 Education arranged by LA (k) Attendance
#> 17 E12000001 All approved educational activity Attendance
#> 18 E12000001 All possible sessions Possible sessions
#> 19 E12000001 Education off site (b) Attendance
#> 20 E12000001 Interview (j) Attendance
#> 21 E12000001 Approved sporting activity (p) Attendance
#> 22 E12000001 Educational visit trip (v) Attendance
#> 23 E12000001 Work experience (w) Attendance
#> 24 E12000001 Education arranged by LA (k) Attendance
#> 25 E12000001 All approved educational activity Attendance
#> 26 E12000001 All possible sessions Possible sessions
#> 27 E12000001 Education off site (b) Attendance
#> 28 E12000001 Interview (j) Attendance
#> 29 E12000001 Approved sporting activity (p) Attendance
#> 30 E12000001 Educational visit trip (v) Attendance
#> 31 E12000001 Work experience (w) Attendance
#> 32 E12000001 Education arranged by LA (k) Attendance
#> attendance_type education_phase time_frame session_count
#> 1 Approved educational activity All schools Week 56505
#> 2 All possible sessions All schools Week 9729751
#> 3 Approved educational activity All schools Week 20820
#> 4 Approved educational activity All schools Week 0
#> 5 Approved educational activity All schools Week 6697
#> 6 Approved educational activity All schools Week 23967
#> 7 Approved educational activity All schools Week 2054
#> 8 Approved educational activity All schools Week 2967
#> 9 Approved educational activity Primary Week 19314
#> 10 All possible sessions Primary Week 5176216
#> 11 Approved educational activity Primary Week 4716
#> 12 Approved educational activity Primary Week 0
#> 13 Approved educational activity Primary Week 2938
#> 14 Approved educational activity Primary Week 11257
#> 15 Approved educational activity Primary Week 0
#> 16 Approved educational activity Primary Week 403
#> 17 Approved educational activity All schools Week 21475
#> 18 All possible sessions All schools Week 3237909
#> 19 Approved educational activity All schools Week 7107
#> 20 Approved educational activity All schools Week 0
#> 21 Approved educational activity All schools Week 2906
#> 22 Approved educational activity All schools Week 8971
#> 23 Approved educational activity All schools Week 519
#> 24 Approved educational activity All schools Week 1972
#> 25 Approved educational activity Primary Week 7091
#> 26 All possible sessions Primary Week 1659146
#> 27 Approved educational activity Primary Week 1084
#> 28 Approved educational activity Primary Week 0
#> 29 Approved educational activity Primary Week 1159
#> 30 Approved educational activity Primary Week 4715
#> 31 Approved educational activity Primary Week 0
#> 32 Approved educational activity Primary Week 133
# If you don't want to have to write your own json query, the rest of the examples illustrate
# how to use query_dataset() with parameters to construct queries in R.
# Run query_dataset() to select rows containing either of two geographic locations and either of
# two filter items.
query_dataset(
example_id(group = "attendance"),
indicators = example_id("indicator", group = "attendance"),
time_periods = example_id("time_period", group = "attendance"),
geographies = c("NAT|code|E92000001", "REG|code|E12000001"),
filter_items = example_id("filter_item", group = "attendance"),
page = 1,
page_size = 32
)
#> time_period time_identifier geographic_level nat_name nat_code reg_name
#> 1 2025 Week 3 National England E92000001 <NA>
#> 2 2025 Week 3 National England E92000001 <NA>
#> 3 2025 Week 3 National England E92000001 <NA>
#> 4 2025 Week 3 National England E92000001 <NA>
#> 5 2025 Week 3 Regional England E92000001 North East
#> 6 2025 Week 3 Regional England E92000001 North East
#> 7 2025 Week 3 Regional England E92000001 North East
#> 8 2025 Week 3 Regional England E92000001 North East
#> 9 2025 Week 3 Regional England E92000001 North East
#> 10 2025 Week 3 Regional England E92000001 North East
#> 11 2025 Week 3 Regional England E92000001 North East
#> 12 2025 Week 3 Regional England E92000001 North East
#> 13 2025 Week 3 Regional England E92000001 North East
#> 14 2025 Week 3 Regional England E92000001 North East
#> 15 2025 Week 3 Regional England E92000001 North East
#> 16 2025 Week 3 Regional England E92000001 North East
#> 17 2025 Week 3 Regional England E92000001 North East
#> 18 2025 Week 3 Regional England E92000001 North East
#> 19 2025 Week 3 Regional England E92000001 North East
#> 20 2025 Week 3 Regional England E92000001 North East
#> 21 2025 Week 3 Regional England E92000001 North East
#> 22 2025 Week 3 Regional England E92000001 North East
#> 23 2025 Week 3 Regional England E92000001 North East
#> 24 2025 Week 3 Regional England E92000001 North East
#> 25 2025 Week 3 Regional England E92000001 North East
#> 26 2025 Week 3 Regional England E92000001 North East
#> 27 2025 Week 3 Regional England E92000001 North East
#> 28 2025 Week 3 Regional England E92000001 North East
#> 29 2025 Week 3 National England E92000001 <NA>
#> 30 2025 Week 3 National England E92000001 <NA>
#> 31 2025 Week 3 National England E92000001 <NA>
#> 32 2025 Week 3 National England E92000001 <NA>
#> reg_code attendance_reason attendance_status attendance_type
#> 1 <NA> All late sessions Late sessions All late sessions
#> 2 <NA> All late sessions Late sessions All late sessions
#> 3 <NA> All late sessions Late sessions All late sessions
#> 4 <NA> All late sessions Late sessions All late sessions
#> 5 E12000001 All late sessions Late sessions All late sessions
#> 6 E12000001 All late sessions Late sessions All late sessions
#> 7 E12000001 All late sessions Late sessions All late sessions
#> 8 E12000001 All late sessions Late sessions All late sessions
#> 9 E12000001 All late sessions Late sessions All late sessions
#> 10 E12000001 All late sessions Late sessions All late sessions
#> 11 E12000001 All late sessions Late sessions All late sessions
#> 12 E12000001 All late sessions Late sessions All late sessions
#> 13 E12000001 All late sessions Late sessions All late sessions
#> 14 E12000001 All late sessions Late sessions All late sessions
#> 15 E12000001 All late sessions Late sessions All late sessions
#> 16 E12000001 All late sessions Late sessions All late sessions
#> 17 E12000001 All late sessions Late sessions All late sessions
#> 18 E12000001 All late sessions Late sessions All late sessions
#> 19 E12000001 All late sessions Late sessions All late sessions
#> 20 E12000001 All late sessions Late sessions All late sessions
#> 21 E12000001 All late sessions Late sessions All late sessions
#> 22 E12000001 All late sessions Late sessions All late sessions
#> 23 E12000001 All late sessions Late sessions All late sessions
#> 24 E12000001 All late sessions Late sessions All late sessions
#> 25 E12000001 All late sessions Late sessions All late sessions
#> 26 E12000001 All late sessions Late sessions All late sessions
#> 27 E12000001 All late sessions Late sessions All late sessions
#> 28 E12000001 All late sessions Late sessions All late sessions
#> 29 <NA> All late sessions Late sessions All late sessions
#> 30 <NA> All late sessions Late sessions All late sessions
#> 31 <NA> All late sessions Late sessions All late sessions
#> 32 <NA> All late sessions Late sessions All late sessions
#> education_phase time_frame session_count
#> 1 All schools Monday 351534
#> 2 All schools Tuesday 339756
#> 3 All schools Wednesday 332987
#> 4 All schools Thursday 325941
#> 5 All schools Monday 15836
#> 6 All schools Tuesday 14998
#> 7 All schools Wednesday 14651
#> 8 All schools Thursday 14235
#> 9 All schools Friday 12933
#> 10 All schools Week 72653
#> 11 Primary Monday 5343
#> 12 Primary Tuesday 4628
#> 13 Primary Wednesday 4411
#> 14 Primary Thursday 4411
#> 15 Primary Friday 3786
#> 16 Primary Week 22579
#> 17 Secondary Monday 10326
#> 18 Secondary Tuesday 10223
#> 19 Secondary Wednesday 10089
#> 20 Secondary Thursday 9695
#> 21 Secondary Friday 9029
#> 22 Secondary Week 49362
#> 23 Special Monday 167
#> 24 Special Tuesday 147
#> 25 Special Wednesday 151
#> 26 Special Thursday 129
#> 27 Special Friday 118
#> 28 Special Week 712
#> 29 All schools Friday 291093
#> 30 All schools Week 1641311
#> 31 Primary Monday 119186
#> 32 Primary Tuesday 108155
# Run query_dataset() using set parameters giving a combination of filter options
example_filter_list_input <- example_id("filter_items_short", group = "attendance")
print(example_filter_list_input)
#> $attendance_type
#> [1] "P9Aeb" "VPw5X"
#>
#> $education_phase
#> [1] "rbyNj" "GBMgr"
#>
#> $time_frame
#> [1] "5ezdi"
#>
query_dataset(
example_id(group = "attendance"),
indicators = example_id("indicator", group = "attendance"),
time_periods = example_id("time_period", group = "attendance"),
geographies = "NAT",
filter_items = example_filter_list_input
)
#> time_period time_identifier geographic_level nat_name nat_code
#> 1 2025 Week 3 National England E92000001
#> 2 2025 Week 3 National England E92000001
#> 3 2025 Week 3 National England E92000001
#> 4 2025 Week 3 National England E92000001
#> 5 2025 Week 3 National England E92000001
#> 6 2025 Week 3 National England E92000001
#> 7 2025 Week 3 National England E92000001
#> 8 2025 Week 3 National England E92000001
#> 9 2025 Week 3 National England E92000001
#> 10 2025 Week 3 National England E92000001
#> 11 2025 Week 3 National England E92000001
#> 12 2025 Week 3 National England E92000001
#> 13 2025 Week 3 National England E92000001
#> 14 2025 Week 3 National England E92000001
#> 15 2025 Week 3 National England E92000001
#> 16 2025 Week 3 National England E92000001
#> attendance_reason attendance_status
#> 1 All approved educational activity Attendance
#> 2 All possible sessions Possible sessions
#> 3 Education off site (b) Attendance
#> 4 Interview (j) Attendance
#> 5 Approved sporting activity (p) Attendance
#> 6 Educational visit trip (v) Attendance
#> 7 Work experience (w) Attendance
#> 8 Education arranged by LA (k) Attendance
#> 9 All approved educational activity Attendance
#> 10 All possible sessions Possible sessions
#> 11 Education off site (b) Attendance
#> 12 Interview (j) Attendance
#> 13 Approved sporting activity (p) Attendance
#> 14 Educational visit trip (v) Attendance
#> 15 Work experience (w) Attendance
#> 16 Education arranged by LA (k) Attendance
#> attendance_type education_phase time_frame session_count
#> 1 Approved educational activity All schools Week 427615
#> 2 All possible sessions All schools Week 69957685
#> 3 Approved educational activity All schools Week 133079
#> 4 Approved educational activity All schools Week 1
#> 5 Approved educational activity All schools Week 54027
#> 6 Approved educational activity All schools Week 202641
#> 7 Approved educational activity All schools Week 11025
#> 8 Approved educational activity All schools Week 26842
#> 9 Approved educational activity Primary Week 162411
#> 10 All possible sessions Primary Week 36957552
#> 11 Approved educational activity Primary Week 27316
#> 12 Approved educational activity Primary Week 1
#> 13 Approved educational activity Primary Week 23469
#> 14 Approved educational activity Primary Week 107016
#> 15 Approved educational activity Primary Week 57
#> 16 Approved educational activity Primary Week 4552
# Run a query with a more complex geography selection. Return data for all of:
# - England
# - Yorkshire and the Humber
# - All LAs in Yorkshire and the Humber
query_dataset(
example_id(group = "attendance"),
indicators = example_id("indicator", group = "attendance"),
time_periods = example_id("time_period", group = "attendance"),
geographies = data.frame(
geographic_level = c("NAT", "REG", "LA"),
locations = c("NAT|code|E92000001", "REG|code|E12000003", "REG|code|E12000003")
),
filter_items = example_id("filter_item", group = "attendance")
)
#> time_period time_identifier geographic_level nat_name nat_code
#> 1 2025 Week 3 National England E92000001
#> 2 2025 Week 3 National England E92000001
#> 3 2025 Week 3 National England E92000001
#> 4 2025 Week 3 National England E92000001
#> 5 2025 Week 3 National England E92000001
#> 6 2025 Week 3 National England E92000001
#> 7 2025 Week 3 National England E92000001
#> 8 2025 Week 3 National England E92000001
#> 9 2025 Week 3 National England E92000001
#> 10 2025 Week 3 National England E92000001
#> 11 2025 Week 3 National England E92000001
#> 12 2025 Week 3 National England E92000001
#> 13 2025 Week 3 National England E92000001
#> 14 2025 Week 3 National England E92000001
#> 15 2025 Week 3 National England E92000001
#> 16 2025 Week 3 National England E92000001
#> 17 2025 Week 3 National England E92000001
#> 18 2025 Week 3 National England E92000001
#> 19 2025 Week 3 National England E92000001
#> 20 2025 Week 3 National England E92000001
#> 21 2025 Week 3 National England E92000001
#> 22 2025 Week 3 National England E92000001
#> 23 2025 Week 3 National England E92000001
#> 24 2025 Week 3 National England E92000001
#> 25 2025 Week 3 Regional England E92000001
#> 26 2025 Week 3 Regional England E92000001
#> 27 2025 Week 3 Local authority England E92000001
#> 28 2025 Week 3 Local authority England E92000001
#> 29 2025 Week 3 Local authority England E92000001
#> 30 2025 Week 3 Local authority England E92000001
#> 31 2025 Week 3 Local authority England E92000001
#> 32 2025 Week 3 Local authority England E92000001
#> 33 2025 Week 3 Local authority England E92000001
#> 34 2025 Week 3 Local authority England E92000001
#> 35 2025 Week 3 Local authority England E92000001
#> 36 2025 Week 3 Local authority England E92000001
#> 37 2025 Week 3 Local authority England E92000001
#> 38 2025 Week 3 Local authority England E92000001
#> 39 2025 Week 3 Local authority England E92000001
#> 40 2025 Week 3 Local authority England E92000001
#> 41 2025 Week 3 Local authority England E92000001
#> 42 2025 Week 3 Local authority England E92000001
#> 43 2025 Week 3 Local authority England E92000001
#> 44 2025 Week 3 Local authority England E92000001
#> 45 2025 Week 3 Local authority England E92000001
#> 46 2025 Week 3 Local authority England E92000001
#> 47 2025 Week 3 Local authority England E92000001
#> 48 2025 Week 3 Local authority England E92000001
#> 49 2025 Week 3 Regional England E92000001
#> 50 2025 Week 3 Regional England E92000001
#> 51 2025 Week 3 Regional England E92000001
#> 52 2025 Week 3 Regional England E92000001
#> 53 2025 Week 3 Regional England E92000001
#> 54 2025 Week 3 Regional England E92000001
#> 55 2025 Week 3 Regional England E92000001
#> 56 2025 Week 3 Regional England E92000001
#> 57 2025 Week 3 Regional England E92000001
#> 58 2025 Week 3 Regional England E92000001
#> 59 2025 Week 3 Regional England E92000001
#> 60 2025 Week 3 Regional England E92000001
#> 61 2025 Week 3 Regional England E92000001
#> 62 2025 Week 3 Regional England E92000001
#> 63 2025 Week 3 Regional England E92000001
#> 64 2025 Week 3 Regional England E92000001
#> 65 2025 Week 3 Regional England E92000001
#> 66 2025 Week 3 Regional England E92000001
#> 67 2025 Week 3 Regional England E92000001
#> 68 2025 Week 3 Regional England E92000001
#> 69 2025 Week 3 Regional England E92000001
#> 70 2025 Week 3 Regional England E92000001
#> 71 2025 Week 3 Local authority England E92000001
#> 72 2025 Week 3 Local authority England E92000001
#> 73 2025 Week 3 Local authority England E92000001
#> 74 2025 Week 3 Local authority England E92000001
#> 75 2025 Week 3 Local authority England E92000001
#> 76 2025 Week 3 Local authority England E92000001
#> 77 2025 Week 3 Local authority England E92000001
#> 78 2025 Week 3 Local authority England E92000001
#> 79 2025 Week 3 Local authority England E92000001
#> 80 2025 Week 3 Local authority England E92000001
#> 81 2025 Week 3 Local authority England E92000001
#> 82 2025 Week 3 Local authority England E92000001
#> 83 2025 Week 3 Local authority England E92000001
#> 84 2025 Week 3 Local authority England E92000001
#> 85 2025 Week 3 Local authority England E92000001
#> 86 2025 Week 3 Local authority England E92000001
#> 87 2025 Week 3 Local authority England E92000001
#> 88 2025 Week 3 Local authority England E92000001
#> 89 2025 Week 3 Local authority England E92000001
#> 90 2025 Week 3 Local authority England E92000001
#> 91 2025 Week 3 Local authority England E92000001
#> 92 2025 Week 3 Local authority England E92000001
#> 93 2025 Week 3 Local authority England E92000001
#> 94 2025 Week 3 Local authority England E92000001
#> 95 2025 Week 3 Local authority England E92000001
#> 96 2025 Week 3 Local authority England E92000001
#> 97 2025 Week 3 Local authority England E92000001
#> 98 2025 Week 3 Local authority England E92000001
#> 99 2025 Week 3 Local authority England E92000001
#> 100 2025 Week 3 Local authority England E92000001
#> 101 2025 Week 3 Local authority England E92000001
#> 102 2025 Week 3 Local authority England E92000001
#> 103 2025 Week 3 Local authority England E92000001
#> 104 2025 Week 3 Local authority England E92000001
#> 105 2025 Week 3 Local authority England E92000001
#> 106 2025 Week 3 Local authority England E92000001
#> 107 2025 Week 3 Local authority England E92000001
#> 108 2025 Week 3 Local authority England E92000001
#> 109 2025 Week 3 Local authority England E92000001
#> 110 2025 Week 3 Local authority England E92000001
#> 111 2025 Week 3 Local authority England E92000001
#> 112 2025 Week 3 Local authority England E92000001
#> 113 2025 Week 3 Local authority England E92000001
#> 114 2025 Week 3 Local authority England E92000001
#> 115 2025 Week 3 Local authority England E92000001
#> 116 2025 Week 3 Local authority England E92000001
#> 117 2025 Week 3 Local authority England E92000001
#> 118 2025 Week 3 Local authority England E92000001
#> 119 2025 Week 3 Local authority England E92000001
#> 120 2025 Week 3 Local authority England E92000001
#> 121 2025 Week 3 Local authority England E92000001
#> 122 2025 Week 3 Local authority England E92000001
#> 123 2025 Week 3 Local authority England E92000001
#> 124 2025 Week 3 Local authority England E92000001
#> 125 2025 Week 3 Local authority England E92000001
#> 126 2025 Week 3 Local authority England E92000001
#> 127 2025 Week 3 Local authority England E92000001
#> 128 2025 Week 3 Local authority England E92000001
#> 129 2025 Week 3 Local authority England E92000001
#> 130 2025 Week 3 Local authority England E92000001
#> 131 2025 Week 3 Local authority England E92000001
#> 132 2025 Week 3 Local authority England E92000001
#> 133 2025 Week 3 Local authority England E92000001
#> 134 2025 Week 3 Local authority England E92000001
#> 135 2025 Week 3 Local authority England E92000001
#> 136 2025 Week 3 Local authority England E92000001
#> 137 2025 Week 3 Local authority England E92000001
#> 138 2025 Week 3 Local authority England E92000001
#> 139 2025 Week 3 Local authority England E92000001
#> 140 2025 Week 3 Local authority England E92000001
#> 141 2025 Week 3 Local authority England E92000001
#> 142 2025 Week 3 Local authority England E92000001
#> 143 2025 Week 3 Local authority England E92000001
#> 144 2025 Week 3 Local authority England E92000001
#> 145 2025 Week 3 Local authority England E92000001
#> 146 2025 Week 3 Local authority England E92000001
#> 147 2025 Week 3 Local authority England E92000001
#> 148 2025 Week 3 Local authority England E92000001
#> 149 2025 Week 3 Local authority England E92000001
#> 150 2025 Week 3 Local authority England E92000001
#> 151 2025 Week 3 Local authority England E92000001
#> 152 2025 Week 3 Local authority England E92000001
#> 153 2025 Week 3 Local authority England E92000001
#> 154 2025 Week 3 Local authority England E92000001
#> 155 2025 Week 3 Local authority England E92000001
#> 156 2025 Week 3 Local authority England E92000001
#> 157 2025 Week 3 Local authority England E92000001
#> 158 2025 Week 3 Local authority England E92000001
#> 159 2025 Week 3 Local authority England E92000001
#> 160 2025 Week 3 Local authority England E92000001
#> 161 2025 Week 3 Local authority England E92000001
#> 162 2025 Week 3 Local authority England E92000001
#> 163 2025 Week 3 Local authority England E92000001
#> 164 2025 Week 3 Local authority England E92000001
#> 165 2025 Week 3 Local authority England E92000001
#> 166 2025 Week 3 Local authority England E92000001
#> 167 2025 Week 3 Local authority England E92000001
#> 168 2025 Week 3 Local authority England E92000001
#> 169 2025 Week 3 Local authority England E92000001
#> 170 2025 Week 3 Local authority England E92000001
#> 171 2025 Week 3 Local authority England E92000001
#> 172 2025 Week 3 Local authority England E92000001
#> 173 2025 Week 3 Local authority England E92000001
#> 174 2025 Week 3 Local authority England E92000001
#> 175 2025 Week 3 Local authority England E92000001
#> 176 2025 Week 3 Local authority England E92000001
#> 177 2025 Week 3 Local authority England E92000001
#> 178 2025 Week 3 Local authority England E92000001
#> 179 2025 Week 3 Local authority England E92000001
#> 180 2025 Week 3 Local authority England E92000001
#> 181 2025 Week 3 Local authority England E92000001
#> 182 2025 Week 3 Local authority England E92000001
#> 183 2025 Week 3 Local authority England E92000001
#> 184 2025 Week 3 Local authority England E92000001
#> 185 2025 Week 3 Local authority England E92000001
#> 186 2025 Week 3 Local authority England E92000001
#> 187 2025 Week 3 Local authority England E92000001
#> 188 2025 Week 3 Local authority England E92000001
#> 189 2025 Week 3 Local authority England E92000001
#> 190 2025 Week 3 Local authority England E92000001
#> 191 2025 Week 3 Local authority England E92000001
#> 192 2025 Week 3 Local authority England E92000001
#> 193 2025 Week 3 Local authority England E92000001
#> 194 2025 Week 3 Local authority England E92000001
#> 195 2025 Week 3 Local authority England E92000001
#> 196 2025 Week 3 Local authority England E92000001
#> 197 2025 Week 3 Local authority England E92000001
#> 198 2025 Week 3 Local authority England E92000001
#> 199 2025 Week 3 Local authority England E92000001
#> 200 2025 Week 3 Local authority England E92000001
#> 201 2025 Week 3 Local authority England E92000001
#> 202 2025 Week 3 Local authority England E92000001
#> 203 2025 Week 3 Local authority England E92000001
#> 204 2025 Week 3 Local authority England E92000001
#> 205 2025 Week 3 Local authority England E92000001
#> 206 2025 Week 3 Local authority England E92000001
#> 207 2025 Week 3 Local authority England E92000001
#> 208 2025 Week 3 Local authority England E92000001
#> 209 2025 Week 3 Local authority England E92000001
#> 210 2025 Week 3 Local authority England E92000001
#> 211 2025 Week 3 Local authority England E92000001
#> 212 2025 Week 3 Local authority England E92000001
#> 213 2025 Week 3 Local authority England E92000001
#> 214 2025 Week 3 Local authority England E92000001
#> 215 2025 Week 3 Local authority England E92000001
#> 216 2025 Week 3 Local authority England E92000001
#> 217 2025 Week 3 Local authority England E92000001
#> 218 2025 Week 3 Local authority England E92000001
#> 219 2025 Week 3 Local authority England E92000001
#> 220 2025 Week 3 Local authority England E92000001
#> 221 2025 Week 3 Local authority England E92000001
#> 222 2025 Week 3 Local authority England E92000001
#> 223 2025 Week 3 Local authority England E92000001
#> 224 2025 Week 3 Local authority England E92000001
#> 225 2025 Week 3 Local authority England E92000001
#> 226 2025 Week 3 Local authority England E92000001
#> 227 2025 Week 3 Local authority England E92000001
#> 228 2025 Week 3 Local authority England E92000001
#> 229 2025 Week 3 Local authority England E92000001
#> 230 2025 Week 3 Local authority England E92000001
#> 231 2025 Week 3 Local authority England E92000001
#> 232 2025 Week 3 Local authority England E92000001
#> 233 2025 Week 3 Local authority England E92000001
#> 234 2025 Week 3 Local authority England E92000001
#> 235 2025 Week 3 Local authority England E92000001
#> 236 2025 Week 3 Local authority England E92000001
#> 237 2025 Week 3 Local authority England E92000001
#> 238 2025 Week 3 Local authority England E92000001
#> 239 2025 Week 3 Local authority England E92000001
#> 240 2025 Week 3 Local authority England E92000001
#> 241 2025 Week 3 Local authority England E92000001
#> 242 2025 Week 3 Local authority England E92000001
#> 243 2025 Week 3 Local authority England E92000001
#> 244 2025 Week 3 Local authority England E92000001
#> 245 2025 Week 3 Local authority England E92000001
#> 246 2025 Week 3 Local authority England E92000001
#> 247 2025 Week 3 Local authority England E92000001
#> 248 2025 Week 3 Local authority England E92000001
#> 249 2025 Week 3 Local authority England E92000001
#> 250 2025 Week 3 Local authority England E92000001
#> 251 2025 Week 3 Local authority England E92000001
#> 252 2025 Week 3 Local authority England E92000001
#> 253 2025 Week 3 Local authority England E92000001
#> 254 2025 Week 3 Local authority England E92000001
#> 255 2025 Week 3 Local authority England E92000001
#> 256 2025 Week 3 Local authority England E92000001
#> 257 2025 Week 3 Local authority England E92000001
#> 258 2025 Week 3 Local authority England E92000001
#> 259 2025 Week 3 Local authority England E92000001
#> 260 2025 Week 3 Local authority England E92000001
#> 261 2025 Week 3 Local authority England E92000001
#> 262 2025 Week 3 Local authority England E92000001
#> 263 2025 Week 3 Local authority England E92000001
#> 264 2025 Week 3 Local authority England E92000001
#> 265 2025 Week 3 Local authority England E92000001
#> 266 2025 Week 3 Local authority England E92000001
#> 267 2025 Week 3 Local authority England E92000001
#> 268 2025 Week 3 Local authority England E92000001
#> 269 2025 Week 3 Local authority England E92000001
#> 270 2025 Week 3 Local authority England E92000001
#> 271 2025 Week 3 Local authority England E92000001
#> 272 2025 Week 3 Local authority England E92000001
#> 273 2025 Week 3 Local authority England E92000001
#> 274 2025 Week 3 Local authority England E92000001
#> 275 2025 Week 3 Local authority England E92000001
#> 276 2025 Week 3 Local authority England E92000001
#> 277 2025 Week 3 Local authority England E92000001
#> 278 2025 Week 3 Local authority England E92000001
#> 279 2025 Week 3 Local authority England E92000001
#> 280 2025 Week 3 Local authority England E92000001
#> 281 2025 Week 3 Local authority England E92000001
#> 282 2025 Week 3 Local authority England E92000001
#> 283 2025 Week 3 Local authority England E92000001
#> 284 2025 Week 3 Local authority England E92000001
#> 285 2025 Week 3 Local authority England E92000001
#> 286 2025 Week 3 Local authority England E92000001
#> 287 2025 Week 3 Local authority England E92000001
#> 288 2025 Week 3 Local authority England E92000001
#> 289 2025 Week 3 Local authority England E92000001
#> 290 2025 Week 3 Local authority England E92000001
#> 291 2025 Week 3 Local authority England E92000001
#> 292 2025 Week 3 Local authority England E92000001
#> 293 2025 Week 3 Local authority England E92000001
#> 294 2025 Week 3 Local authority England E92000001
#> 295 2025 Week 3 Local authority England E92000001
#> 296 2025 Week 3 Local authority England E92000001
#> 297 2025 Week 3 Local authority England E92000001
#> 298 2025 Week 3 Local authority England E92000001
#> 299 2025 Week 3 Local authority England E92000001
#> 300 2025 Week 3 Local authority England E92000001
#> 301 2025 Week 3 Local authority England E92000001
#> 302 2025 Week 3 Local authority England E92000001
#> 303 2025 Week 3 Local authority England E92000001
#> 304 2025 Week 3 Local authority England E92000001
#> 305 2025 Week 3 Local authority England E92000001
#> 306 2025 Week 3 Local authority England E92000001
#> 307 2025 Week 3 Local authority England E92000001
#> 308 2025 Week 3 Local authority England E92000001
#> 309 2025 Week 3 Local authority England E92000001
#> 310 2025 Week 3 Local authority England E92000001
#> 311 2025 Week 3 Local authority England E92000001
#> 312 2025 Week 3 Local authority England E92000001
#> 313 2025 Week 3 Local authority England E92000001
#> 314 2025 Week 3 Local authority England E92000001
#> 315 2025 Week 3 Local authority England E92000001
#> 316 2025 Week 3 Local authority England E92000001
#> 317 2025 Week 3 Local authority England E92000001
#> 318 2025 Week 3 Local authority England E92000001
#> reg_name reg_code la_name la_code
#> 1 <NA> <NA> <NA> <NA>
#> 2 <NA> <NA> <NA> <NA>
#> 3 <NA> <NA> <NA> <NA>
#> 4 <NA> <NA> <NA> <NA>
#> 5 <NA> <NA> <NA> <NA>
#> 6 <NA> <NA> <NA> <NA>
#> 7 <NA> <NA> <NA> <NA>
#> 8 <NA> <NA> <NA> <NA>
#> 9 <NA> <NA> <NA> <NA>
#> 10 <NA> <NA> <NA> <NA>
#> 11 <NA> <NA> <NA> <NA>
#> 12 <NA> <NA> <NA> <NA>
#> 13 <NA> <NA> <NA> <NA>
#> 14 <NA> <NA> <NA> <NA>
#> 15 <NA> <NA> <NA> <NA>
#> 16 <NA> <NA> <NA> <NA>
#> 17 <NA> <NA> <NA> <NA>
#> 18 <NA> <NA> <NA> <NA>
#> 19 <NA> <NA> <NA> <NA>
#> 20 <NA> <NA> <NA> <NA>
#> 21 <NA> <NA> <NA> <NA>
#> 22 <NA> <NA> <NA> <NA>
#> 23 <NA> <NA> <NA> <NA>
#> 24 <NA> <NA> <NA> <NA>
#> 25 Yorkshire and The Humber E12000003 <NA> <NA>
#> 26 Yorkshire and The Humber E12000003 <NA> <NA>
#> 27 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 28 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 29 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 30 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 31 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 32 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 33 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 34 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 35 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 36 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 37 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 38 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 39 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 40 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 41 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 42 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 43 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 44 Yorkshire and The Humber E12000003 Kingston upon Hull, City of E06000010
#> 45 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 46 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 47 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 48 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 49 Yorkshire and The Humber E12000003 <NA> <NA>
#> 50 Yorkshire and The Humber E12000003 <NA> <NA>
#> 51 Yorkshire and The Humber E12000003 <NA> <NA>
#> 52 Yorkshire and The Humber E12000003 <NA> <NA>
#> 53 Yorkshire and The Humber E12000003 <NA> <NA>
#> 54 Yorkshire and The Humber E12000003 <NA> <NA>
#> 55 Yorkshire and The Humber E12000003 <NA> <NA>
#> 56 Yorkshire and The Humber E12000003 <NA> <NA>
#> 57 Yorkshire and The Humber E12000003 <NA> <NA>
#> 58 Yorkshire and The Humber E12000003 <NA> <NA>
#> 59 Yorkshire and The Humber E12000003 <NA> <NA>
#> 60 Yorkshire and The Humber E12000003 <NA> <NA>
#> 61 Yorkshire and The Humber E12000003 <NA> <NA>
#> 62 Yorkshire and The Humber E12000003 <NA> <NA>
#> 63 Yorkshire and The Humber E12000003 <NA> <NA>
#> 64 Yorkshire and The Humber E12000003 <NA> <NA>
#> 65 Yorkshire and The Humber E12000003 <NA> <NA>
#> 66 Yorkshire and The Humber E12000003 <NA> <NA>
#> 67 Yorkshire and The Humber E12000003 <NA> <NA>
#> 68 Yorkshire and The Humber E12000003 <NA> <NA>
#> 69 Yorkshire and The Humber E12000003 <NA> <NA>
#> 70 Yorkshire and The Humber E12000003 <NA> <NA>
#> 71 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 72 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 73 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 74 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 75 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 76 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 77 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 78 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 79 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 80 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 81 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 82 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 83 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 84 Yorkshire and The Humber E12000003 East Riding of Yorkshire E06000011
#> 85 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 86 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 87 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 88 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 89 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 90 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 91 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 92 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 93 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 94 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 95 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 96 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 97 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 98 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 99 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 100 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 101 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 102 Yorkshire and The Humber E12000003 North East Lincolnshire E06000012
#> 103 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 104 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 105 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 106 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 107 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 108 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 109 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 110 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 111 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 112 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 113 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 114 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 115 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 116 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 117 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 118 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 119 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 120 Yorkshire and The Humber E12000003 North Lincolnshire E06000013
#> 121 Yorkshire and The Humber E12000003 York E06000014
#> 122 Yorkshire and The Humber E12000003 York E06000014
#> 123 Yorkshire and The Humber E12000003 York E06000014
#> 124 Yorkshire and The Humber E12000003 York E06000014
#> 125 Yorkshire and The Humber E12000003 York E06000014
#> 126 Yorkshire and The Humber E12000003 York E06000014
#> 127 Yorkshire and The Humber E12000003 York E06000014
#> 128 Yorkshire and The Humber E12000003 York E06000014
#> 129 Yorkshire and The Humber E12000003 York E06000014
#> 130 Yorkshire and The Humber E12000003 York E06000014
#> 131 Yorkshire and The Humber E12000003 York E06000014
#> 132 Yorkshire and The Humber E12000003 York E06000014
#> 133 Yorkshire and The Humber E12000003 York E06000014
#> 134 Yorkshire and The Humber E12000003 York E06000014
#> 135 Yorkshire and The Humber E12000003 York E06000014
#> 136 Yorkshire and The Humber E12000003 York E06000014
#> 137 Yorkshire and The Humber E12000003 York E06000014
#> 138 Yorkshire and The Humber E12000003 York E06000014
#> 139 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 140 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 141 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 142 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 143 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 144 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 145 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 146 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 147 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 148 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 149 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 150 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 151 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 152 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 153 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 154 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 155 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 156 Yorkshire and The Humber E12000003 North Yorkshire E06000065
#> 157 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 158 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 159 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 160 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 161 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 162 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 163 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 164 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 165 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 166 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 167 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 168 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 169 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 170 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 171 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 172 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 173 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 174 Yorkshire and The Humber E12000003 Barnsley E08000016
#> 175 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 176 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 177 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 178 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 179 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 180 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 181 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 182 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 183 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 184 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 185 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 186 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 187 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 188 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 189 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 190 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 191 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 192 Yorkshire and The Humber E12000003 Doncaster E08000017
#> 193 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 194 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 195 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 196 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 197 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 198 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 199 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 200 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 201 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 202 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 203 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 204 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 205 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 206 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 207 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 208 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 209 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 210 Yorkshire and The Humber E12000003 Rotherham E08000018
#> 211 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 212 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 213 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 214 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 215 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 216 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 217 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 218 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 219 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 220 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 221 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 222 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 223 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 224 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 225 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 226 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 227 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 228 Yorkshire and The Humber E12000003 Sheffield E08000019
#> 229 Yorkshire and The Humber E12000003 Bradford E08000032
#> 230 Yorkshire and The Humber E12000003 Bradford E08000032
#> 231 Yorkshire and The Humber E12000003 Bradford E08000032
#> 232 Yorkshire and The Humber E12000003 Bradford E08000032
#> 233 Yorkshire and The Humber E12000003 Bradford E08000032
#> 234 Yorkshire and The Humber E12000003 Bradford E08000032
#> 235 Yorkshire and The Humber E12000003 Bradford E08000032
#> 236 Yorkshire and The Humber E12000003 Bradford E08000032
#> 237 Yorkshire and The Humber E12000003 Bradford E08000032
#> 238 Yorkshire and The Humber E12000003 Bradford E08000032
#> 239 Yorkshire and The Humber E12000003 Bradford E08000032
#> 240 Yorkshire and The Humber E12000003 Bradford E08000032
#> 241 Yorkshire and The Humber E12000003 Bradford E08000032
#> 242 Yorkshire and The Humber E12000003 Bradford E08000032
#> 243 Yorkshire and The Humber E12000003 Bradford E08000032
#> 244 Yorkshire and The Humber E12000003 Bradford E08000032
#> 245 Yorkshire and The Humber E12000003 Bradford E08000032
#> 246 Yorkshire and The Humber E12000003 Bradford E08000032
#> 247 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 248 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 249 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 250 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 251 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 252 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 253 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 254 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 255 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 256 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 257 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 258 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 259 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 260 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 261 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 262 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 263 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 264 Yorkshire and The Humber E12000003 Calderdale E08000033
#> 265 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 266 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 267 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 268 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 269 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 270 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 271 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 272 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 273 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 274 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 275 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 276 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 277 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 278 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 279 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 280 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 281 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 282 Yorkshire and The Humber E12000003 Kirklees E08000034
#> 283 Yorkshire and The Humber E12000003 Leeds E08000035
#> 284 Yorkshire and The Humber E12000003 Leeds E08000035
#> 285 Yorkshire and The Humber E12000003 Leeds E08000035
#> 286 Yorkshire and The Humber E12000003 Leeds E08000035
#> 287 Yorkshire and The Humber E12000003 Leeds E08000035
#> 288 Yorkshire and The Humber E12000003 Leeds E08000035
#> 289 Yorkshire and The Humber E12000003 Leeds E08000035
#> 290 Yorkshire and The Humber E12000003 Leeds E08000035
#> 291 Yorkshire and The Humber E12000003 Leeds E08000035
#> 292 Yorkshire and The Humber E12000003 Leeds E08000035
#> 293 Yorkshire and The Humber E12000003 Leeds E08000035
#> 294 Yorkshire and The Humber E12000003 Leeds E08000035
#> 295 Yorkshire and The Humber E12000003 Leeds E08000035
#> 296 Yorkshire and The Humber E12000003 Leeds E08000035
#> 297 Yorkshire and The Humber E12000003 Leeds E08000035
#> 298 Yorkshire and The Humber E12000003 Leeds E08000035
#> 299 Yorkshire and The Humber E12000003 Leeds E08000035
#> 300 Yorkshire and The Humber E12000003 Leeds E08000035
#> 301 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 302 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 303 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 304 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 305 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 306 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 307 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 308 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 309 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 310 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 311 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 312 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 313 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 314 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 315 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 316 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 317 Yorkshire and The Humber E12000003 Wakefield E08000036
#> 318 Yorkshire and The Humber E12000003 Wakefield E08000036
#> la_oldCode attendance_reason attendance_status attendance_type
#> 1 <NA> All late sessions Late sessions All late sessions
#> 2 <NA> All late sessions Late sessions All late sessions
#> 3 <NA> All late sessions Late sessions All late sessions
#> 4 <NA> All late sessions Late sessions All late sessions
#> 5 <NA> All late sessions Late sessions All late sessions
#> 6 <NA> All late sessions Late sessions All late sessions
#> 7 <NA> All late sessions Late sessions All late sessions
#> 8 <NA> All late sessions Late sessions All late sessions
#> 9 <NA> All late sessions Late sessions All late sessions
#> 10 <NA> All late sessions Late sessions All late sessions
#> 11 <NA> All late sessions Late sessions All late sessions
#> 12 <NA> All late sessions Late sessions All late sessions
#> 13 <NA> All late sessions Late sessions All late sessions
#> 14 <NA> All late sessions Late sessions All late sessions
#> 15 <NA> All late sessions Late sessions All late sessions
#> 16 <NA> All late sessions Late sessions All late sessions
#> 17 <NA> All late sessions Late sessions All late sessions
#> 18 <NA> All late sessions Late sessions All late sessions
#> 19 <NA> All late sessions Late sessions All late sessions
#> 20 <NA> All late sessions Late sessions All late sessions
#> 21 <NA> All late sessions Late sessions All late sessions
#> 22 <NA> All late sessions Late sessions All late sessions
#> 23 <NA> All late sessions Late sessions All late sessions
#> 24 <NA> All late sessions Late sessions All late sessions
#> 25 <NA> All late sessions Late sessions All late sessions
#> 26 <NA> All late sessions Late sessions All late sessions
#> 27 810 All late sessions Late sessions All late sessions
#> 28 810 All late sessions Late sessions All late sessions
#> 29 810 All late sessions Late sessions All late sessions
#> 30 810 All late sessions Late sessions All late sessions
#> 31 810 All late sessions Late sessions All late sessions
#> 32 810 All late sessions Late sessions All late sessions
#> 33 810 All late sessions Late sessions All late sessions
#> 34 810 All late sessions Late sessions All late sessions
#> 35 810 All late sessions Late sessions All late sessions
#> 36 810 All late sessions Late sessions All late sessions
#> 37 810 All late sessions Late sessions All late sessions
#> 38 810 All late sessions Late sessions All late sessions
#> 39 810 All late sessions Late sessions All late sessions
#> 40 810 All late sessions Late sessions All late sessions
#> 41 810 All late sessions Late sessions All late sessions
#> 42 810 All late sessions Late sessions All late sessions
#> 43 810 All late sessions Late sessions All late sessions
#> 44 810 All late sessions Late sessions All late sessions
#> 45 811 All late sessions Late sessions All late sessions
#> 46 811 All late sessions Late sessions All late sessions
#> 47 811 All late sessions Late sessions All late sessions
#> 48 811 All late sessions Late sessions All late sessions
#> 49 <NA> All late sessions Late sessions All late sessions
#> 50 <NA> All late sessions Late sessions All late sessions
#> 51 <NA> All late sessions Late sessions All late sessions
#> 52 <NA> All late sessions Late sessions All late sessions
#> 53 <NA> All late sessions Late sessions All late sessions
#> 54 <NA> All late sessions Late sessions All late sessions
#> 55 <NA> All late sessions Late sessions All late sessions
#> 56 <NA> All late sessions Late sessions All late sessions
#> 57 <NA> All late sessions Late sessions All late sessions
#> 58 <NA> All late sessions Late sessions All late sessions
#> 59 <NA> All late sessions Late sessions All late sessions
#> 60 <NA> All late sessions Late sessions All late sessions
#> 61 <NA> All late sessions Late sessions All late sessions
#> 62 <NA> All late sessions Late sessions All late sessions
#> 63 <NA> All late sessions Late sessions All late sessions
#> 64 <NA> All late sessions Late sessions All late sessions
#> 65 <NA> All late sessions Late sessions All late sessions
#> 66 <NA> All late sessions Late sessions All late sessions
#> 67 <NA> All late sessions Late sessions All late sessions
#> 68 <NA> All late sessions Late sessions All late sessions
#> 69 <NA> All late sessions Late sessions All late sessions
#> 70 <NA> All late sessions Late sessions All late sessions
#> 71 811 All late sessions Late sessions All late sessions
#> 72 811 All late sessions Late sessions All late sessions
#> 73 811 All late sessions Late sessions All late sessions
#> 74 811 All late sessions Late sessions All late sessions
#> 75 811 All late sessions Late sessions All late sessions
#> 76 811 All late sessions Late sessions All late sessions
#> 77 811 All late sessions Late sessions All late sessions
#> 78 811 All late sessions Late sessions All late sessions
#> 79 811 All late sessions Late sessions All late sessions
#> 80 811 All late sessions Late sessions All late sessions
#> 81 811 All late sessions Late sessions All late sessions
#> 82 811 All late sessions Late sessions All late sessions
#> 83 811 All late sessions Late sessions All late sessions
#> 84 811 All late sessions Late sessions All late sessions
#> 85 812 All late sessions Late sessions All late sessions
#> 86 812 All late sessions Late sessions All late sessions
#> 87 812 All late sessions Late sessions All late sessions
#> 88 812 All late sessions Late sessions All late sessions
#> 89 812 All late sessions Late sessions All late sessions
#> 90 812 All late sessions Late sessions All late sessions
#> 91 812 All late sessions Late sessions All late sessions
#> 92 812 All late sessions Late sessions All late sessions
#> 93 812 All late sessions Late sessions All late sessions
#> 94 812 All late sessions Late sessions All late sessions
#> 95 812 All late sessions Late sessions All late sessions
#> 96 812 All late sessions Late sessions All late sessions
#> 97 812 All late sessions Late sessions All late sessions
#> 98 812 All late sessions Late sessions All late sessions
#> 99 812 All late sessions Late sessions All late sessions
#> 100 812 All late sessions Late sessions All late sessions
#> 101 812 All late sessions Late sessions All late sessions
#> 102 812 All late sessions Late sessions All late sessions
#> 103 813 All late sessions Late sessions All late sessions
#> 104 813 All late sessions Late sessions All late sessions
#> 105 813 All late sessions Late sessions All late sessions
#> 106 813 All late sessions Late sessions All late sessions
#> 107 813 All late sessions Late sessions All late sessions
#> 108 813 All late sessions Late sessions All late sessions
#> 109 813 All late sessions Late sessions All late sessions
#> 110 813 All late sessions Late sessions All late sessions
#> 111 813 All late sessions Late sessions All late sessions
#> 112 813 All late sessions Late sessions All late sessions
#> 113 813 All late sessions Late sessions All late sessions
#> 114 813 All late sessions Late sessions All late sessions
#> 115 813 All late sessions Late sessions All late sessions
#> 116 813 All late sessions Late sessions All late sessions
#> 117 813 All late sessions Late sessions All late sessions
#> 118 813 All late sessions Late sessions All late sessions
#> 119 813 All late sessions Late sessions All late sessions
#> 120 813 All late sessions Late sessions All late sessions
#> 121 816 All late sessions Late sessions All late sessions
#> 122 816 All late sessions Late sessions All late sessions
#> 123 816 All late sessions Late sessions All late sessions
#> 124 816 All late sessions Late sessions All late sessions
#> 125 816 All late sessions Late sessions All late sessions
#> 126 816 All late sessions Late sessions All late sessions
#> 127 816 All late sessions Late sessions All late sessions
#> 128 816 All late sessions Late sessions All late sessions
#> 129 816 All late sessions Late sessions All late sessions
#> 130 816 All late sessions Late sessions All late sessions
#> 131 816 All late sessions Late sessions All late sessions
#> 132 816 All late sessions Late sessions All late sessions
#> 133 816 All late sessions Late sessions All late sessions
#> 134 816 All late sessions Late sessions All late sessions
#> 135 816 All late sessions Late sessions All late sessions
#> 136 816 All late sessions Late sessions All late sessions
#> 137 816 All late sessions Late sessions All late sessions
#> 138 816 All late sessions Late sessions All late sessions
#> 139 815 All late sessions Late sessions All late sessions
#> 140 815 All late sessions Late sessions All late sessions
#> 141 815 All late sessions Late sessions All late sessions
#> 142 815 All late sessions Late sessions All late sessions
#> 143 815 All late sessions Late sessions All late sessions
#> 144 815 All late sessions Late sessions All late sessions
#> 145 815 All late sessions Late sessions All late sessions
#> 146 815 All late sessions Late sessions All late sessions
#> 147 815 All late sessions Late sessions All late sessions
#> 148 815 All late sessions Late sessions All late sessions
#> 149 815 All late sessions Late sessions All late sessions
#> 150 815 All late sessions Late sessions All late sessions
#> 151 815 All late sessions Late sessions All late sessions
#> 152 815 All late sessions Late sessions All late sessions
#> 153 815 All late sessions Late sessions All late sessions
#> 154 815 All late sessions Late sessions All late sessions
#> 155 815 All late sessions Late sessions All late sessions
#> 156 815 All late sessions Late sessions All late sessions
#> 157 370 All late sessions Late sessions All late sessions
#> 158 370 All late sessions Late sessions All late sessions
#> 159 370 All late sessions Late sessions All late sessions
#> 160 370 All late sessions Late sessions All late sessions
#> 161 370 All late sessions Late sessions All late sessions
#> 162 370 All late sessions Late sessions All late sessions
#> 163 370 All late sessions Late sessions All late sessions
#> 164 370 All late sessions Late sessions All late sessions
#> 165 370 All late sessions Late sessions All late sessions
#> 166 370 All late sessions Late sessions All late sessions
#> 167 370 All late sessions Late sessions All late sessions
#> 168 370 All late sessions Late sessions All late sessions
#> 169 370 All late sessions Late sessions All late sessions
#> 170 370 All late sessions Late sessions All late sessions
#> 171 370 All late sessions Late sessions All late sessions
#> 172 370 All late sessions Late sessions All late sessions
#> 173 370 All late sessions Late sessions All late sessions
#> 174 370 All late sessions Late sessions All late sessions
#> 175 371 All late sessions Late sessions All late sessions
#> 176 371 All late sessions Late sessions All late sessions
#> 177 371 All late sessions Late sessions All late sessions
#> 178 371 All late sessions Late sessions All late sessions
#> 179 371 All late sessions Late sessions All late sessions
#> 180 371 All late sessions Late sessions All late sessions
#> 181 371 All late sessions Late sessions All late sessions
#> 182 371 All late sessions Late sessions All late sessions
#> 183 371 All late sessions Late sessions All late sessions
#> 184 371 All late sessions Late sessions All late sessions
#> 185 371 All late sessions Late sessions All late sessions
#> 186 371 All late sessions Late sessions All late sessions
#> 187 371 All late sessions Late sessions All late sessions
#> 188 371 All late sessions Late sessions All late sessions
#> 189 371 All late sessions Late sessions All late sessions
#> 190 371 All late sessions Late sessions All late sessions
#> 191 371 All late sessions Late sessions All late sessions
#> 192 371 All late sessions Late sessions All late sessions
#> 193 372 All late sessions Late sessions All late sessions
#> 194 372 All late sessions Late sessions All late sessions
#> 195 372 All late sessions Late sessions All late sessions
#> 196 372 All late sessions Late sessions All late sessions
#> 197 372 All late sessions Late sessions All late sessions
#> 198 372 All late sessions Late sessions All late sessions
#> 199 372 All late sessions Late sessions All late sessions
#> 200 372 All late sessions Late sessions All late sessions
#> 201 372 All late sessions Late sessions All late sessions
#> 202 372 All late sessions Late sessions All late sessions
#> 203 372 All late sessions Late sessions All late sessions
#> 204 372 All late sessions Late sessions All late sessions
#> 205 372 All late sessions Late sessions All late sessions
#> 206 372 All late sessions Late sessions All late sessions
#> 207 372 All late sessions Late sessions All late sessions
#> 208 372 All late sessions Late sessions All late sessions
#> 209 372 All late sessions Late sessions All late sessions
#> 210 372 All late sessions Late sessions All late sessions
#> 211 373 All late sessions Late sessions All late sessions
#> 212 373 All late sessions Late sessions All late sessions
#> 213 373 All late sessions Late sessions All late sessions
#> 214 373 All late sessions Late sessions All late sessions
#> 215 373 All late sessions Late sessions All late sessions
#> 216 373 All late sessions Late sessions All late sessions
#> 217 373 All late sessions Late sessions All late sessions
#> 218 373 All late sessions Late sessions All late sessions
#> 219 373 All late sessions Late sessions All late sessions
#> 220 373 All late sessions Late sessions All late sessions
#> 221 373 All late sessions Late sessions All late sessions
#> 222 373 All late sessions Late sessions All late sessions
#> 223 373 All late sessions Late sessions All late sessions
#> 224 373 All late sessions Late sessions All late sessions
#> 225 373 All late sessions Late sessions All late sessions
#> 226 373 All late sessions Late sessions All late sessions
#> 227 373 All late sessions Late sessions All late sessions
#> 228 373 All late sessions Late sessions All late sessions
#> 229 380 All late sessions Late sessions All late sessions
#> 230 380 All late sessions Late sessions All late sessions
#> 231 380 All late sessions Late sessions All late sessions
#> 232 380 All late sessions Late sessions All late sessions
#> 233 380 All late sessions Late sessions All late sessions
#> 234 380 All late sessions Late sessions All late sessions
#> 235 380 All late sessions Late sessions All late sessions
#> 236 380 All late sessions Late sessions All late sessions
#> 237 380 All late sessions Late sessions All late sessions
#> 238 380 All late sessions Late sessions All late sessions
#> 239 380 All late sessions Late sessions All late sessions
#> 240 380 All late sessions Late sessions All late sessions
#> 241 380 All late sessions Late sessions All late sessions
#> 242 380 All late sessions Late sessions All late sessions
#> 243 380 All late sessions Late sessions All late sessions
#> 244 380 All late sessions Late sessions All late sessions
#> 245 380 All late sessions Late sessions All late sessions
#> 246 380 All late sessions Late sessions All late sessions
#> 247 381 All late sessions Late sessions All late sessions
#> 248 381 All late sessions Late sessions All late sessions
#> 249 381 All late sessions Late sessions All late sessions
#> 250 381 All late sessions Late sessions All late sessions
#> 251 381 All late sessions Late sessions All late sessions
#> 252 381 All late sessions Late sessions All late sessions
#> 253 381 All late sessions Late sessions All late sessions
#> 254 381 All late sessions Late sessions All late sessions
#> 255 381 All late sessions Late sessions All late sessions
#> 256 381 All late sessions Late sessions All late sessions
#> 257 381 All late sessions Late sessions All late sessions
#> 258 381 All late sessions Late sessions All late sessions
#> 259 381 All late sessions Late sessions All late sessions
#> 260 381 All late sessions Late sessions All late sessions
#> 261 381 All late sessions Late sessions All late sessions
#> 262 381 All late sessions Late sessions All late sessions
#> 263 381 All late sessions Late sessions All late sessions
#> 264 381 All late sessions Late sessions All late sessions
#> 265 382 All late sessions Late sessions All late sessions
#> 266 382 All late sessions Late sessions All late sessions
#> 267 382 All late sessions Late sessions All late sessions
#> 268 382 All late sessions Late sessions All late sessions
#> 269 382 All late sessions Late sessions All late sessions
#> 270 382 All late sessions Late sessions All late sessions
#> 271 382 All late sessions Late sessions All late sessions
#> 272 382 All late sessions Late sessions All late sessions
#> 273 382 All late sessions Late sessions All late sessions
#> 274 382 All late sessions Late sessions All late sessions
#> 275 382 All late sessions Late sessions All late sessions
#> 276 382 All late sessions Late sessions All late sessions
#> 277 382 All late sessions Late sessions All late sessions
#> 278 382 All late sessions Late sessions All late sessions
#> 279 382 All late sessions Late sessions All late sessions
#> 280 382 All late sessions Late sessions All late sessions
#> 281 382 All late sessions Late sessions All late sessions
#> 282 382 All late sessions Late sessions All late sessions
#> 283 383 All late sessions Late sessions All late sessions
#> 284 383 All late sessions Late sessions All late sessions
#> 285 383 All late sessions Late sessions All late sessions
#> 286 383 All late sessions Late sessions All late sessions
#> 287 383 All late sessions Late sessions All late sessions
#> 288 383 All late sessions Late sessions All late sessions
#> 289 383 All late sessions Late sessions All late sessions
#> 290 383 All late sessions Late sessions All late sessions
#> 291 383 All late sessions Late sessions All late sessions
#> 292 383 All late sessions Late sessions All late sessions
#> 293 383 All late sessions Late sessions All late sessions
#> 294 383 All late sessions Late sessions All late sessions
#> 295 383 All late sessions Late sessions All late sessions
#> 296 383 All late sessions Late sessions All late sessions
#> 297 383 All late sessions Late sessions All late sessions
#> 298 383 All late sessions Late sessions All late sessions
#> 299 383 All late sessions Late sessions All late sessions
#> 300 383 All late sessions Late sessions All late sessions
#> 301 384 All late sessions Late sessions All late sessions
#> 302 384 All late sessions Late sessions All late sessions
#> 303 384 All late sessions Late sessions All late sessions
#> 304 384 All late sessions Late sessions All late sessions
#> 305 384 All late sessions Late sessions All late sessions
#> 306 384 All late sessions Late sessions All late sessions
#> 307 384 All late sessions Late sessions All late sessions
#> 308 384 All late sessions Late sessions All late sessions
#> 309 384 All late sessions Late sessions All late sessions
#> 310 384 All late sessions Late sessions All late sessions
#> 311 384 All late sessions Late sessions All late sessions
#> 312 384 All late sessions Late sessions All late sessions
#> 313 384 All late sessions Late sessions All late sessions
#> 314 384 All late sessions Late sessions All late sessions
#> 315 384 All late sessions Late sessions All late sessions
#> 316 384 All late sessions Late sessions All late sessions
#> 317 384 All late sessions Late sessions All late sessions
#> 318 384 All late sessions Late sessions All late sessions
#> education_phase time_frame session_count
#> 1 All schools Monday 351534
#> 2 All schools Tuesday 339756
#> 3 All schools Wednesday 332987
#> 4 All schools Thursday 325941
#> 5 All schools Friday 291093
#> 6 All schools Week 1641311
#> 7 Primary Monday 119186
#> 8 Primary Tuesday 108155
#> 9 Primary Wednesday 104042
#> 10 Primary Thursday 103412
#> 11 Primary Friday 88889
#> 12 Primary Week 523684
#> 13 Secondary Monday 228689
#> 14 Secondary Tuesday 227938
#> 15 Secondary Wednesday 225532
#> 16 Secondary Thursday 219220
#> 17 Secondary Friday 199514
#> 18 Secondary Week 1100893
#> 19 Special Monday 3659
#> 20 Special Tuesday 3663
#> 21 Special Wednesday 3413
#> 22 Special Thursday 3309
#> 23 Special Friday 2690
#> 24 Special Week 16734
#> 25 All schools Monday 37867
#> 26 All schools Tuesday 37113
#> 27 Primary Monday 655
#> 28 Primary Tuesday 656
#> 29 Primary Wednesday 592
#> 30 Primary Thursday 675
#> 31 Primary Friday 486
#> 32 Primary Week 3064
#> 33 Secondary Monday 1429
#> 34 Secondary Tuesday 1434
#> 35 Secondary Wednesday 1289
#> 36 Secondary Thursday 1450
#> 37 Secondary Friday 1226
#> 38 Secondary Week 6828
#> 39 Special Monday 4
#> 40 Special Tuesday 2
#> 41 Special Wednesday 11
#> 42 Special Thursday 6
#> 43 Special Friday 4
#> 44 Special Week 27
#> 45 Primary Monday 400
#> 46 Primary Tuesday 314
#> 47 Primary Wednesday 343
#> 48 Primary Thursday 391
#> 49 All schools Wednesday 36144
#> 50 All schools Thursday 36575
#> 51 All schools Friday 31466
#> 52 All schools Week 179165
#> 53 Primary Monday 12071
#> 54 Primary Tuesday 11636
#> 55 Primary Wednesday 11219
#> 56 Primary Thursday 12043
#> 57 Primary Friday 9663
#> 58 Primary Week 56632
#> 59 Secondary Monday 25538
#> 60 Secondary Tuesday 25199
#> 61 Secondary Wednesday 24658
#> 62 Secondary Thursday 24261
#> 63 Secondary Friday 21599
#> 64 Secondary Week 121255
#> 65 Special Monday 258
#> 66 Special Tuesday 278
#> 67 Special Wednesday 267
#> 68 Special Thursday 271
#> 69 Special Friday 204
#> 70 Special Week 1278
#> 71 Primary Friday 298
#> 72 Primary Week 1746
#> 73 Secondary Monday 1061
#> 74 Secondary Tuesday 1038
#> 75 Secondary Wednesday 1011
#> 76 Secondary Thursday 1036
#> 77 Secondary Friday 835
#> 78 Secondary Week 4981
#> 79 Special Monday 1
#> 80 Special Tuesday 1
#> 81 Special Wednesday 3
#> 82 Special Thursday 3
#> 83 Special Friday 1
#> 84 Special Week 9
#> 85 Primary Monday 266
#> 86 Primary Tuesday 278
#> 87 Primary Wednesday 307
#> 88 Primary Thursday 315
#> 89 Primary Friday 226
#> 90 Primary Week 1392
#> 91 Secondary Monday 461
#> 92 Secondary Tuesday 469
#> 93 Secondary Wednesday 463
#> 94 Secondary Thursday 488
#> 95 Secondary Friday 430
#> 96 Secondary Week 2311
#> 97 Special Monday 6
#> 98 Special Tuesday 5
#> 99 Special Wednesday 1
#> 100 Special Thursday 3
#> 101 Special Friday 5
#> 102 Special Week 20
#> 103 Primary Monday 351
#> 104 Primary Tuesday 253
#> 105 Primary Wednesday 247
#> 106 Primary Thursday 316
#> 107 Primary Friday 213
#> 108 Primary Week 1380
#> 109 Secondary Monday 480
#> 110 Secondary Tuesday 466
#> 111 Secondary Wednesday 431
#> 112 Secondary Thursday 490
#> 113 Secondary Friday 392
#> 114 Secondary Week 2259
#> 115 Special Monday 6
#> 116 Special Tuesday 6
#> 117 Special Wednesday 3
#> 118 Special Thursday 8
#> 119 Special Friday 3
#> 120 Special Week 26
#> 121 Primary Monday 268
#> 122 Primary Tuesday 257
#> 123 Primary Wednesday 252
#> 124 Primary Thursday 307
#> 125 Primary Friday 260
#> 126 Primary Week 1344
#> 127 Secondary Monday 770
#> 128 Secondary Tuesday 554
#> 129 Secondary Wednesday 712
#> 130 Secondary Thursday 586
#> 131 Secondary Friday 656
#> 132 Secondary Week 3278
#> 133 Special Monday 8
#> 134 Special Tuesday 10
#> 135 Special Wednesday 3
#> 136 Special Thursday 8
#> 137 Special Friday 7
#> 138 Special Week 36
#> 139 Primary Monday 782
#> 140 Primary Tuesday 795
#> 141 Primary Wednesday 749
#> 142 Primary Thursday 783
#> 143 Primary Friday 659
#> 144 Primary Week 3768
#> 145 Secondary Monday 1855
#> 146 Secondary Tuesday 1841
#> 147 Secondary Wednesday 1887
#> 148 Secondary Thursday 1798
#> 149 Secondary Friday 1643
#> 150 Secondary Week 9024
#> 151 Special Monday 6
#> 152 Special Tuesday 19
#> 153 Special Wednesday 19
#> 154 Special Thursday 13
#> 155 Special Friday 8
#> 156 Special Week 65
#> 157 Primary Monday 470
#> 158 Primary Tuesday 386
#> 159 Primary Wednesday 391
#> 160 Primary Thursday 391
#> 161 Primary Friday 320
#> 162 Primary Week 1958
#> 163 Secondary Monday 978
#> 164 Secondary Tuesday 876
#> 165 Secondary Wednesday 776
#> 166 Secondary Thursday 793
#> 167 Secondary Friday 736
#> 168 Secondary Week 4159
#> 169 Special Monday 13
#> 170 Special Tuesday 5
#> 171 Special Wednesday 10
#> 172 Special Thursday 3
#> 173 Special Friday 9
#> 174 Special Week 40
#> 175 Primary Monday 638
#> 176 Primary Tuesday 674
#> 177 Primary Wednesday 557
#> 178 Primary Thursday 669
#> 179 Primary Friday 518
#> 180 Primary Week 3056
#> 181 Secondary Monday 1017
#> 182 Secondary Tuesday 1191
#> 183 Secondary Wednesday 887
#> 184 Secondary Thursday 1040
#> 185 Secondary Friday 948
#> 186 Secondary Week 5083
#> 187 Special Monday 7
#> 188 Special Tuesday 3
#> 189 Special Wednesday 9
#> 190 Special Thursday 6
#> 191 Special Friday 6
#> 192 Special Week 31
#> 193 Primary Monday 663
#> 194 Primary Tuesday 536
#> 195 Primary Wednesday 546
#> 196 Primary Thursday 586
#> 197 Primary Friday 516
#> 198 Primary Week 2847
#> 199 Secondary Monday 1353
#> 200 Secondary Tuesday 1311
#> 201 Secondary Wednesday 1203
#> 202 Secondary Thursday 1186
#> 203 Secondary Friday 1160
#> 204 Secondary Week 6213
#> 205 Special Monday 24
#> 206 Special Tuesday 12
#> 207 Special Wednesday 17
#> 208 Special Thursday 18
#> 209 Special Friday 7
#> 210 Special Week 78
#> 211 Primary Monday 2114
#> 212 Primary Tuesday 1755
#> 213 Primary Wednesday 1496
#> 214 Primary Thursday 1609
#> 215 Primary Friday 1333
#> 216 Primary Week 8307
#> 217 Secondary Monday 3770
#> 218 Secondary Tuesday 3476
#> 219 Secondary Wednesday 3111
#> 220 Secondary Thursday 3111
#> 221 Secondary Friday 2760
#> 222 Secondary Week 16228
#> 223 Special Monday 20
#> 224 Special Tuesday 22
#> 225 Special Wednesday 22
#> 226 Special Thursday 18
#> 227 Special Friday 13
#> 228 Special Week 95
#> 229 Primary Monday 965
#> 230 Primary Tuesday 1669
#> 231 Primary Wednesday 1900
#> 232 Primary Thursday 1846
#> 233 Primary Friday 1460
#> 234 Primary Week 7840
#> 235 Secondary Monday 2426
#> 236 Secondary Tuesday 3139
#> 237 Secondary Wednesday 3400
#> 238 Secondary Thursday 3375
#> 239 Secondary Friday 2908
#> 240 Secondary Week 15248
#> 241 Special Monday 31
#> 242 Special Tuesday 43
#> 243 Special Wednesday 37
#> 244 Special Thursday 43
#> 245 Special Friday 35
#> 246 Special Week 189
#> 247 Primary Monday 421
#> 248 Primary Tuesday 416
#> 249 Primary Wednesday 424
#> 250 Primary Thursday 390
#> 251 Primary Friday 347
#> 252 Primary Week 1998
#> 253 Secondary Monday 1957
#> 254 Secondary Tuesday 1788
#> 255 Secondary Wednesday 1631
#> 256 Secondary Thursday 1464
#> 257 Secondary Friday 1119
#> 258 Secondary Week 7959
#> 259 Special Monday 4
#> 260 Special Tuesday 13
#> 261 Special Wednesday 9
#> 262 Special Thursday 6
#> 263 Special Friday 5
#> 264 Special Week 37
#> 265 Primary Monday 975
#> 266 Primary Tuesday 885
#> 267 Primary Wednesday 834
#> 268 Primary Thursday 860
#> 269 Primary Friday 736
#> 270 Primary Week 4290
#> 271 Secondary Monday 1973
#> 272 Secondary Tuesday 2038
#> 273 Secondary Wednesday 1993
#> 274 Secondary Thursday 1900
#> 275 Secondary Friday 1723
#> 276 Secondary Week 9627
#> 277 Special Monday 6
#> 278 Special Tuesday 8
#> 279 Special Wednesday 7
#> 280 Special Thursday 3
#> 281 Special Friday 5
#> 282 Special Week 29
#> 283 Primary Monday 2413
#> 284 Primary Tuesday 2182
#> 285 Primary Wednesday 2009
#> 286 Primary Thursday 2294
#> 287 Primary Friday 1795
#> 288 Primary Week 10693
#> 289 Secondary Monday 4568
#> 290 Secondary Tuesday 4219
#> 291 Secondary Wednesday 4554
#> 292 Secondary Thursday 4146
#> 293 Secondary Friday 3804
#> 294 Secondary Week 21291
#> 295 Special Monday 121
#> 296 Special Tuesday 128
#> 297 Special Wednesday 114
#> 298 Special Thursday 132
#> 299 Special Friday 94
#> 300 Special Week 589
#> 301 Primary Monday 690
#> 302 Primary Tuesday 580
#> 303 Primary Wednesday 572
#> 304 Primary Thursday 611
#> 305 Primary Friday 496
#> 306 Primary Week 2949
#> 307 Secondary Monday 1440
#> 308 Secondary Tuesday 1359
#> 309 Secondary Wednesday 1310
#> 310 Secondary Thursday 1398
#> 311 Secondary Friday 1259
#> 312 Secondary Week 6766
#> 313 Special Monday 1
#> 314 Special Tuesday 1
#> 315 Special Wednesday 2
#> 316 Special Thursday 1
#> 317 Special Friday 2
#> 318 Special Week 7
# Run a basic query using GET instead of POST
query_dataset(
example_id(),
method = "GET",
geographies = "NAT",
filter_items = example_id("filter_item"),
indicators = example_id("indicator"),
page = 1,
page_size = 10
)
#> Warning: Using GET to query a data set offers limited functionality, we recommend using POST alongside a JSON structured query instead:
#> - query_dataset(..., method = 'POST')
#> time_period time_identifier geographic_level nat_name nat_code
#> 1 2025 Week 30 National England E92000001
#> 2 2025 Week 28 National England E92000001
#> 3 2025 Week 26 National England E92000001
#> 4 2025 Week 24 National England E92000001
#> 5 2025 Week 21 National England E92000001
#> 6 2025 Week 20 National England E92000001
#> 7 2025 Week 18 National England E92000001
#> 8 2025 Week 15 National England E92000001
#> 9 2025 Week 14 National England E92000001
#> 10 2025 Week 12 National England E92000001
#> education_phase persistent_absence_percent
#> 1 Primary 13.5
#> 2 Primary 13.41
#> 3 Primary 13.46
#> 4 Primary 13.57
#> 5 Primary 13.42
#> 6 Primary 13.41
#> 7 Primary 13.76
#> 8 Primary 14.1
#> 9 Primary 14.15
#> 10 Primary 14.06