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 East
#> 2 2025 Week 3 Regional England E92000001 North East
#> 3 2025 Week 3 Regional England E92000001 North East
#> 4 2025 Week 3 Regional England E92000001 North East
#> 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 West
#> 18 2025 Week 3 Regional England E92000001 North West
#> 19 2025 Week 3 Regional England E92000001 North West
#> 20 2025 Week 3 Regional England E92000001 North West
#> 21 2025 Week 3 Regional England E92000001 North West
#> 22 2025 Week 3 Regional England E92000001 North West
#> 23 2025 Week 3 Regional England E92000001 North West
#> 24 2025 Week 3 Regional England E92000001 North West
#> 25 2025 Week 3 Regional England E92000001 North West
#> 26 2025 Week 3 Regional England E92000001 North West
#> 27 2025 Week 3 Regional England E92000001 North West
#> 28 2025 Week 3 Regional England E92000001 North West
#> 29 2025 Week 3 Regional England E92000001 North West
#> 30 2025 Week 3 Regional England E92000001 North West
#> 31 2025 Week 3 Regional England E92000001 North West
#> 32 2025 Week 3 Regional England E92000001 North West
#> reg_code attendance_reason attendance_status
#> 1 E12000001 All approved educational activity Attendance
#> 2 E12000001 All possible sessions Possible sessions
#> 3 E12000001 Education off site (b) Attendance
#> 4 E12000001 Interview (j) Attendance
#> 5 E12000001 Approved sporting activity (p) Attendance
#> 6 E12000001 Educational visit trip (v) Attendance
#> 7 E12000001 Work experience (w) Attendance
#> 8 E12000001 Education arranged by LA (k) Attendance
#> 9 E12000001 All approved educational activity Attendance
#> 10 E12000001 All possible sessions Possible sessions
#> 11 E12000001 Education off site (b) Attendance
#> 12 E12000001 Interview (j) Attendance
#> 13 E12000001 Approved sporting activity (p) Attendance
#> 14 E12000001 Educational visit trip (v) Attendance
#> 15 E12000001 Work experience (w) Attendance
#> 16 E12000001 Education arranged by LA (k) Attendance
#> 17 E12000002 All approved educational activity Attendance
#> 18 E12000002 All possible sessions Possible sessions
#> 19 E12000002 Education off site (b) Attendance
#> 20 E12000002 Interview (j) Attendance
#> 21 E12000002 Approved sporting activity (p) Attendance
#> 22 E12000002 Educational visit trip (v) Attendance
#> 23 E12000002 Work experience (w) Attendance
#> 24 E12000002 Education arranged by LA (k) Attendance
#> 25 E12000002 All approved educational activity Attendance
#> 26 E12000002 All possible sessions Possible sessions
#> 27 E12000002 Education off site (b) Attendance
#> 28 E12000002 Interview (j) Attendance
#> 29 E12000002 Approved sporting activity (p) Attendance
#> 30 E12000002 Educational visit trip (v) Attendance
#> 31 E12000002 Work experience (w) Attendance
#> 32 E12000002 Education arranged by LA (k) Attendance
#> attendance_type education_phase time_frame session_count
#> 1 Approved educational activity All schools Week 21584
#> 2 All possible sessions All schools Week 3237578
#> 3 Approved educational activity All schools Week 7216
#> 4 Approved educational activity All schools Week 0
#> 5 Approved educational activity All schools Week 2896
#> 6 Approved educational activity All schools Week 9049
#> 7 Approved educational activity All schools Week 519
#> 8 Approved educational activity All schools Week 1904
#> 9 Approved educational activity Primary Week 7173
#> 10 All possible sessions Primary Week 1658991
#> 11 Approved educational activity Primary Week 1088
#> 12 Approved educational activity Primary Week 0
#> 13 Approved educational activity Primary Week 1159
#> 14 Approved educational activity Primary Week 4793
#> 15 Approved educational activity Primary Week 0
#> 16 Approved educational activity Primary Week 133
#> 17 Approved educational activity All schools Week 56450
#> 18 All possible sessions All schools Week 9714685
#> 19 Approved educational activity All schools Week 20796
#> 20 Approved educational activity All schools Week 0
#> 21 Approved educational activity All schools Week 6720
#> 22 Approved educational activity All schools Week 23925
#> 23 Approved educational activity All schools Week 2054
#> 24 Approved educational activity All schools Week 2955
#> 25 Approved educational activity Primary Week 19296
#> 26 All possible sessions Primary Week 5175969
#> 27 Approved educational activity Primary Week 4707
#> 28 Approved educational activity Primary Week 0
#> 29 Approved educational activity Primary Week 2963
#> 30 Approved educational activity Primary Week 11224
#> 31 Approved educational activity Primary Week 0
#> 32 Approved educational activity Primary Week 402
# 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 National England E92000001 <NA>
#> 6 2025 Week 3 National England E92000001 <NA>
#> 7 2025 Week 3 National England E92000001 <NA>
#> 8 2025 Week 3 National England E92000001 <NA>
#> 9 2025 Week 3 National England E92000001 <NA>
#> 10 2025 Week 3 National England E92000001 <NA>
#> 11 2025 Week 3 National England E92000001 <NA>
#> 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 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 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 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 E12000001 All late sessions Late sessions All late sessions
#> 30 E12000001 All late sessions Late sessions All late sessions
#> 31 E12000001 All late sessions Late sessions All late sessions
#> 32 E12000001 All late sessions Late sessions All late sessions
#> education_phase time_frame session_count
#> 1 All schools Monday 351238
#> 2 All schools Tuesday 339489
#> 3 All schools Wednesday 332601
#> 4 All schools Thursday 325478
#> 5 All schools Friday 290697
#> 6 All schools Week 1639503
#> 7 Primary Monday 119171
#> 8 Primary Tuesday 108143
#> 9 Primary Wednesday 104015
#> 10 Primary Thursday 103341
#> 11 Primary Friday 88855
#> 12 All schools Monday 15824
#> 13 All schools Tuesday 15002
#> 14 All schools Wednesday 14633
#> 15 All schools Thursday 14208
#> 16 All schools Friday 12887
#> 17 All schools Week 72554
#> 18 Primary Monday 5341
#> 19 Primary Tuesday 4628
#> 20 Primary Wednesday 4408
#> 21 Primary Thursday 4409
#> 22 Primary Friday 3786
#> 23 Primary Week 22572
#> 24 Secondary Monday 10316
#> 25 Secondary Tuesday 10227
#> 26 Secondary Wednesday 10074
#> 27 Secondary Thursday 9671
#> 28 Secondary Friday 8983
#> 29 Secondary Week 49271
#> 30 Special Monday 167
#> 31 Special Tuesday 147
#> 32 Special Wednesday 151
# 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 427478
#> 2 All possible sessions All schools Week 69869231
#> 3 Approved educational activity All schools Week 133255
#> 4 Approved educational activity All schools Week 1
#> 5 Approved educational activity All schools Week 54001
#> 6 Approved educational activity All schools Week 202378
#> 7 Approved educational activity All schools Week 11022
#> 8 Approved educational activity All schools Week 26821
#> 9 Approved educational activity Primary Week 162477
#> 10 All possible sessions Primary Week 36942021
#> 11 Approved educational activity Primary Week 27262
#> 12 Approved educational activity Primary Week 1
#> 13 Approved educational activity Primary Week 23549
#> 14 Approved educational activity Primary Week 107039
#> 15 Approved educational activity Primary Week 58
#> 16 Approved educational activity Primary Week 4568
# 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 la_name
#> 1 2025 Week 3 Local authority Barnsley
#> 2 2025 Week 3 Local authority Barnsley
#> 3 2025 Week 3 Local authority Barnsley
#> 4 2025 Week 3 Local authority Barnsley
#> 5 2025 Week 3 Local authority Barnsley
#> 6 2025 Week 3 Local authority Barnsley
#> 7 2025 Week 3 Local authority Barnsley
#> 8 2025 Week 3 Local authority Barnsley
#> 9 2025 Week 3 Local authority Barnsley
#> 10 2025 Week 3 Local authority Barnsley
#> 11 2025 Week 3 Local authority Barnsley
#> 12 2025 Week 3 Local authority Barnsley
#> 13 2025 Week 3 Local authority Barnsley
#> 14 2025 Week 3 Local authority Barnsley
#> 15 2025 Week 3 Local authority Doncaster
#> 16 2025 Week 3 Local authority Doncaster
#> 17 2025 Week 3 Local authority Doncaster
#> 18 2025 Week 3 Local authority Doncaster
#> 19 2025 Week 3 Local authority Doncaster
#> 20 2025 Week 3 Local authority Doncaster
#> 21 2025 Week 3 Local authority Doncaster
#> 22 2025 Week 3 Local authority Doncaster
#> 23 2025 Week 3 Local authority Doncaster
#> 24 2025 Week 3 Local authority Doncaster
#> 25 2025 Week 3 Local authority Doncaster
#> 26 2025 Week 3 Local authority Doncaster
#> 27 2025 Week 3 Local authority Doncaster
#> 28 2025 Week 3 Local authority Doncaster
#> 29 2025 Week 3 Local authority Doncaster
#> 30 2025 Week 3 Local authority Doncaster
#> 31 2025 Week 3 Local authority Doncaster
#> 32 2025 Week 3 Local authority Doncaster
#> 33 2025 Week 3 Local authority Rotherham
#> 34 2025 Week 3 Local authority Rotherham
#> 35 2025 Week 3 Local authority Rotherham
#> 36 2025 Week 3 Local authority Rotherham
#> 37 2025 Week 3 Local authority Rotherham
#> 38 2025 Week 3 Local authority Rotherham
#> 39 2025 Week 3 Local authority Rotherham
#> 40 2025 Week 3 Local authority Rotherham
#> 41 2025 Week 3 Local authority Rotherham
#> 42 2025 Week 3 Local authority Rotherham
#> 43 2025 Week 3 Local authority Rotherham
#> 44 2025 Week 3 Local authority Rotherham
#> 45 2025 Week 3 Local authority Rotherham
#> 46 2025 Week 3 Local authority Rotherham
#> 47 2025 Week 3 Local authority Rotherham
#> 48 2025 Week 3 Local authority Rotherham
#> 49 2025 Week 3 Local authority Rotherham
#> 50 2025 Week 3 Local authority Rotherham
#> 51 2025 Week 3 Local authority Sheffield
#> 52 2025 Week 3 Local authority Sheffield
#> 53 2025 Week 3 Local authority Sheffield
#> 54 2025 Week 3 Local authority Sheffield
#> 55 2025 Week 3 Local authority Sheffield
#> 56 2025 Week 3 Local authority Sheffield
#> 57 2025 Week 3 Local authority Sheffield
#> 58 2025 Week 3 Local authority Sheffield
#> 59 2025 Week 3 Local authority Sheffield
#> 60 2025 Week 3 Local authority Sheffield
#> 61 2025 Week 3 Local authority Sheffield
#> 62 2025 Week 3 Local authority Sheffield
#> 63 2025 Week 3 Local authority Sheffield
#> 64 2025 Week 3 Local authority Sheffield
#> 65 2025 Week 3 Local authority Sheffield
#> 66 2025 Week 3 Local authority Sheffield
#> 67 2025 Week 3 Local authority Sheffield
#> 68 2025 Week 3 Local authority Sheffield
#> 69 2025 Week 3 Local authority Bradford
#> 70 2025 Week 3 Local authority Bradford
#> 71 2025 Week 3 Local authority Bradford
#> 72 2025 Week 3 Local authority Bradford
#> 73 2025 Week 3 Local authority Bradford
#> 74 2025 Week 3 Local authority Bradford
#> 75 2025 Week 3 Local authority Bradford
#> 76 2025 Week 3 Local authority Bradford
#> 77 2025 Week 3 Local authority Bradford
#> 78 2025 Week 3 Local authority Bradford
#> 79 2025 Week 3 Local authority Bradford
#> 80 2025 Week 3 Local authority Bradford
#> 81 2025 Week 3 Local authority Bradford
#> 82 2025 Week 3 Local authority Bradford
#> 83 2025 Week 3 Local authority Bradford
#> 84 2025 Week 3 Local authority Bradford
#> 85 2025 Week 3 Local authority Bradford
#> 86 2025 Week 3 Local authority Bradford
#> 87 2025 Week 3 Local authority Calderdale
#> 88 2025 Week 3 Local authority Calderdale
#> 89 2025 Week 3 Local authority Calderdale
#> 90 2025 Week 3 Local authority Calderdale
#> 91 2025 Week 3 Local authority Calderdale
#> 92 2025 Week 3 Local authority Calderdale
#> 93 2025 Week 3 Local authority Calderdale
#> 94 2025 Week 3 Local authority Calderdale
#> 95 2025 Week 3 Local authority Calderdale
#> 96 2025 Week 3 Local authority Calderdale
#> 97 2025 Week 3 Local authority Calderdale
#> 98 2025 Week 3 Local authority Calderdale
#> 99 2025 Week 3 Local authority Calderdale
#> 100 2025 Week 3 Local authority Calderdale
#> 101 2025 Week 3 Local authority Calderdale
#> 102 2025 Week 3 Local authority Calderdale
#> 103 2025 Week 3 Local authority Calderdale
#> 104 2025 Week 3 Local authority Calderdale
#> 105 2025 Week 3 Local authority Kirklees
#> 106 2025 Week 3 Local authority Kirklees
#> 107 2025 Week 3 Local authority Kirklees
#> 108 2025 Week 3 Local authority Kirklees
#> 109 2025 Week 3 Local authority Kirklees
#> 110 2025 Week 3 Local authority Kirklees
#> 111 2025 Week 3 Local authority Kirklees
#> 112 2025 Week 3 Local authority Kirklees
#> 113 2025 Week 3 Local authority Kirklees
#> 114 2025 Week 3 Local authority Kirklees
#> 115 2025 Week 3 Local authority Kirklees
#> 116 2025 Week 3 Local authority Kirklees
#> 117 2025 Week 3 Local authority Kirklees
#> 118 2025 Week 3 Local authority Kirklees
#> 119 2025 Week 3 Local authority Kirklees
#> 120 2025 Week 3 Local authority Kirklees
#> 121 2025 Week 3 Local authority Kirklees
#> 122 2025 Week 3 Local authority Kirklees
#> 123 2025 Week 3 Local authority Leeds
#> 124 2025 Week 3 Local authority Leeds
#> 125 2025 Week 3 Local authority Leeds
#> 126 2025 Week 3 Local authority Leeds
#> 127 2025 Week 3 Local authority Leeds
#> 128 2025 Week 3 Local authority Leeds
#> 129 2025 Week 3 Local authority Leeds
#> 130 2025 Week 3 Local authority Leeds
#> 131 2025 Week 3 Local authority Leeds
#> 132 2025 Week 3 Local authority Leeds
#> 133 2025 Week 3 Local authority Leeds
#> 134 2025 Week 3 Local authority Leeds
#> 135 2025 Week 3 Local authority Leeds
#> 136 2025 Week 3 Local authority Leeds
#> 137 2025 Week 3 Local authority Leeds
#> 138 2025 Week 3 Local authority Leeds
#> 139 2025 Week 3 Local authority Leeds
#> 140 2025 Week 3 Local authority Leeds
#> 141 2025 Week 3 Local authority Wakefield
#> 142 2025 Week 3 Local authority Wakefield
#> 143 2025 Week 3 Local authority Wakefield
#> 144 2025 Week 3 Local authority Wakefield
#> 145 2025 Week 3 Local authority Wakefield
#> 146 2025 Week 3 Local authority Wakefield
#> 147 2025 Week 3 Local authority Wakefield
#> 148 2025 Week 3 Local authority Wakefield
#> 149 2025 Week 3 Local authority Wakefield
#> 150 2025 Week 3 Local authority Wakefield
#> 151 2025 Week 3 Local authority Wakefield
#> 152 2025 Week 3 Local authority Wakefield
#> 153 2025 Week 3 Local authority Wakefield
#> 154 2025 Week 3 Local authority Wakefield
#> 155 2025 Week 3 Local authority Wakefield
#> 156 2025 Week 3 Local authority Wakefield
#> 157 2025 Week 3 Local authority Wakefield
#> 158 2025 Week 3 Local authority Wakefield
#> 159 2025 Week 3 National <NA>
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#> 254 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 255 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 256 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 257 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 258 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 259 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 260 E06000012 812 England E92000001 Yorkshire and The Humber E12000003
#> 261 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 262 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 263 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 264 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 265 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 266 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 267 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 268 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 269 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 270 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 271 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 272 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 273 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 274 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 275 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 276 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 277 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 278 E06000013 813 England E92000001 Yorkshire and The Humber E12000003
#> 279 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 280 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 281 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 282 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 283 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 284 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 285 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 286 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 287 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 288 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 289 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 290 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 291 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 292 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 293 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 294 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 295 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 296 E06000014 816 England E92000001 Yorkshire and The Humber E12000003
#> 297 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 298 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 299 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 300 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 301 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 302 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 303 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 304 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 305 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 306 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 307 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 308 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 309 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 310 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 311 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 312 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 313 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 314 E06000065 815 England E92000001 Yorkshire and The Humber E12000003
#> 315 E08000016 370 England E92000001 Yorkshire and The Humber E12000003
#> 316 E08000016 370 England E92000001 Yorkshire and The Humber E12000003
#> 317 E08000016 370 England E92000001 Yorkshire and The Humber E12000003
#> 318 E08000016 370 England E92000001 Yorkshire and The Humber E12000003
#> attendance_reason attendance_status attendance_type education_phase
#> 1 All late sessions Late sessions All late sessions Primary
#> 2 All late sessions Late sessions All late sessions Primary
#> 3 All late sessions Late sessions All late sessions Secondary
#> 4 All late sessions Late sessions All late sessions Secondary
#> 5 All late sessions Late sessions All late sessions Secondary
#> 6 All late sessions Late sessions All late sessions Secondary
#> 7 All late sessions Late sessions All late sessions Secondary
#> 8 All late sessions Late sessions All late sessions Secondary
#> 9 All late sessions Late sessions All late sessions Special
#> 10 All late sessions Late sessions All late sessions Special
#> 11 All late sessions Late sessions All late sessions Special
#> 12 All late sessions Late sessions All late sessions Special
#> 13 All late sessions Late sessions All late sessions Special
#> 14 All late sessions Late sessions All late sessions Special
#> 15 All late sessions Late sessions All late sessions Primary
#> 16 All late sessions Late sessions All late sessions Primary
#> 17 All late sessions Late sessions All late sessions Primary
#> 18 All late sessions Late sessions All late sessions Primary
#> 19 All late sessions Late sessions All late sessions Primary
#> 20 All late sessions Late sessions All late sessions Primary
#> 21 All late sessions Late sessions All late sessions Secondary
#> 22 All late sessions Late sessions All late sessions Secondary
#> 23 All late sessions Late sessions All late sessions Secondary
#> 24 All late sessions Late sessions All late sessions Secondary
#> 25 All late sessions Late sessions All late sessions Secondary
#> 26 All late sessions Late sessions All late sessions Secondary
#> 27 All late sessions Late sessions All late sessions Special
#> 28 All late sessions Late sessions All late sessions Special
#> 29 All late sessions Late sessions All late sessions Special
#> 30 All late sessions Late sessions All late sessions Special
#> 31 All late sessions Late sessions All late sessions Special
#> 32 All late sessions Late sessions All late sessions Special
#> 33 All late sessions Late sessions All late sessions Primary
#> 34 All late sessions Late sessions All late sessions Primary
#> 35 All late sessions Late sessions All late sessions Primary
#> 36 All late sessions Late sessions All late sessions Primary
#> 37 All late sessions Late sessions All late sessions Primary
#> 38 All late sessions Late sessions All late sessions Primary
#> 39 All late sessions Late sessions All late sessions Secondary
#> 40 All late sessions Late sessions All late sessions Secondary
#> 41 All late sessions Late sessions All late sessions Secondary
#> 42 All late sessions Late sessions All late sessions Secondary
#> 43 All late sessions Late sessions All late sessions Secondary
#> 44 All late sessions Late sessions All late sessions Secondary
#> 45 All late sessions Late sessions All late sessions Special
#> 46 All late sessions Late sessions All late sessions Special
#> 47 All late sessions Late sessions All late sessions Special
#> 48 All late sessions Late sessions All late sessions Special
#> 49 All late sessions Late sessions All late sessions Special
#> 50 All late sessions Late sessions All late sessions Special
#> 51 All late sessions Late sessions All late sessions Primary
#> 52 All late sessions Late sessions All late sessions Primary
#> 53 All late sessions Late sessions All late sessions Primary
#> 54 All late sessions Late sessions All late sessions Primary
#> 55 All late sessions Late sessions All late sessions Primary
#> 56 All late sessions Late sessions All late sessions Primary
#> 57 All late sessions Late sessions All late sessions Secondary
#> 58 All late sessions Late sessions All late sessions Secondary
#> 59 All late sessions Late sessions All late sessions Secondary
#> 60 All late sessions Late sessions All late sessions Secondary
#> 61 All late sessions Late sessions All late sessions Secondary
#> 62 All late sessions Late sessions All late sessions Secondary
#> 63 All late sessions Late sessions All late sessions Special
#> 64 All late sessions Late sessions All late sessions Special
#> 65 All late sessions Late sessions All late sessions Special
#> 66 All late sessions Late sessions All late sessions Special
#> 67 All late sessions Late sessions All late sessions Special
#> 68 All late sessions Late sessions All late sessions Special
#> 69 All late sessions Late sessions All late sessions Primary
#> 70 All late sessions Late sessions All late sessions Primary
#> 71 All late sessions Late sessions All late sessions Primary
#> 72 All late sessions Late sessions All late sessions Primary
#> 73 All late sessions Late sessions All late sessions Primary
#> 74 All late sessions Late sessions All late sessions Primary
#> 75 All late sessions Late sessions All late sessions Secondary
#> 76 All late sessions Late sessions All late sessions Secondary
#> 77 All late sessions Late sessions All late sessions Secondary
#> 78 All late sessions Late sessions All late sessions Secondary
#> 79 All late sessions Late sessions All late sessions Secondary
#> 80 All late sessions Late sessions All late sessions Secondary
#> 81 All late sessions Late sessions All late sessions Special
#> 82 All late sessions Late sessions All late sessions Special
#> 83 All late sessions Late sessions All late sessions Special
#> 84 All late sessions Late sessions All late sessions Special
#> 85 All late sessions Late sessions All late sessions Special
#> 86 All late sessions Late sessions All late sessions Special
#> 87 All late sessions Late sessions All late sessions Primary
#> 88 All late sessions Late sessions All late sessions Primary
#> 89 All late sessions Late sessions All late sessions Primary
#> 90 All late sessions Late sessions All late sessions Primary
#> 91 All late sessions Late sessions All late sessions Primary
#> 92 All late sessions Late sessions All late sessions Primary
#> 93 All late sessions Late sessions All late sessions Secondary
#> 94 All late sessions Late sessions All late sessions Secondary
#> 95 All late sessions Late sessions All late sessions Secondary
#> 96 All late sessions Late sessions All late sessions Secondary
#> 97 All late sessions Late sessions All late sessions Secondary
#> 98 All late sessions Late sessions All late sessions Secondary
#> 99 All late sessions Late sessions All late sessions Special
#> 100 All late sessions Late sessions All late sessions Special
#> 101 All late sessions Late sessions All late sessions Special
#> 102 All late sessions Late sessions All late sessions Special
#> 103 All late sessions Late sessions All late sessions Special
#> 104 All late sessions Late sessions All late sessions Special
#> 105 All late sessions Late sessions All late sessions Primary
#> 106 All late sessions Late sessions All late sessions Primary
#> 107 All late sessions Late sessions All late sessions Primary
#> 108 All late sessions Late sessions All late sessions Primary
#> 109 All late sessions Late sessions All late sessions Primary
#> 110 All late sessions Late sessions All late sessions Primary
#> 111 All late sessions Late sessions All late sessions Secondary
#> 112 All late sessions Late sessions All late sessions Secondary
#> 113 All late sessions Late sessions All late sessions Secondary
#> 114 All late sessions Late sessions All late sessions Secondary
#> 115 All late sessions Late sessions All late sessions Secondary
#> 116 All late sessions Late sessions All late sessions Secondary
#> 117 All late sessions Late sessions All late sessions Special
#> 118 All late sessions Late sessions All late sessions Special
#> 119 All late sessions Late sessions All late sessions Special
#> 120 All late sessions Late sessions All late sessions Special
#> 121 All late sessions Late sessions All late sessions Special
#> 122 All late sessions Late sessions All late sessions Special
#> 123 All late sessions Late sessions All late sessions Primary
#> 124 All late sessions Late sessions All late sessions Primary
#> 125 All late sessions Late sessions All late sessions Primary
#> 126 All late sessions Late sessions All late sessions Primary
#> 127 All late sessions Late sessions All late sessions Primary
#> 128 All late sessions Late sessions All late sessions Primary
#> 129 All late sessions Late sessions All late sessions Secondary
#> 130 All late sessions Late sessions All late sessions Secondary
#> 131 All late sessions Late sessions All late sessions Secondary
#> 132 All late sessions Late sessions All late sessions Secondary
#> 133 All late sessions Late sessions All late sessions Secondary
#> 134 All late sessions Late sessions All late sessions Secondary
#> 135 All late sessions Late sessions All late sessions Special
#> 136 All late sessions Late sessions All late sessions Special
#> 137 All late sessions Late sessions All late sessions Special
#> 138 All late sessions Late sessions All late sessions Special
#> 139 All late sessions Late sessions All late sessions Special
#> 140 All late sessions Late sessions All late sessions Special
#> 141 All late sessions Late sessions All late sessions Primary
#> 142 All late sessions Late sessions All late sessions Primary
#> 143 All late sessions Late sessions All late sessions Primary
#> 144 All late sessions Late sessions All late sessions Primary
#> 145 All late sessions Late sessions All late sessions Primary
#> 146 All late sessions Late sessions All late sessions Primary
#> 147 All late sessions Late sessions All late sessions Secondary
#> 148 All late sessions Late sessions All late sessions Secondary
#> 149 All late sessions Late sessions All late sessions Secondary
#> 150 All late sessions Late sessions All late sessions Secondary
#> 151 All late sessions Late sessions All late sessions Secondary
#> 152 All late sessions Late sessions All late sessions Secondary
#> 153 All late sessions Late sessions All late sessions Special
#> 154 All late sessions Late sessions All late sessions Special
#> 155 All late sessions Late sessions All late sessions Special
#> 156 All late sessions Late sessions All late sessions Special
#> 157 All late sessions Late sessions All late sessions Special
#> 158 All late sessions Late sessions All late sessions Special
#> 159 All late sessions Late sessions All late sessions All schools
#> 160 All late sessions Late sessions All late sessions All schools
#> 161 All late sessions Late sessions All late sessions All schools
#> 162 All late sessions Late sessions All late sessions All schools
#> 163 All late sessions Late sessions All late sessions All schools
#> 164 All late sessions Late sessions All late sessions All schools
#> 165 All late sessions Late sessions All late sessions Primary
#> 166 All late sessions Late sessions All late sessions Primary
#> 167 All late sessions Late sessions All late sessions Primary
#> 168 All late sessions Late sessions All late sessions Primary
#> 169 All late sessions Late sessions All late sessions Primary
#> 170 All late sessions Late sessions All late sessions Primary
#> 171 All late sessions Late sessions All late sessions Secondary
#> 172 All late sessions Late sessions All late sessions Secondary
#> 173 All late sessions Late sessions All late sessions Secondary
#> 174 All late sessions Late sessions All late sessions Secondary
#> 175 All late sessions Late sessions All late sessions Secondary
#> 176 All late sessions Late sessions All late sessions Secondary
#> 177 All late sessions Late sessions All late sessions Special
#> 178 All late sessions Late sessions All late sessions Special
#> 179 All late sessions Late sessions All late sessions Special
#> 180 All late sessions Late sessions All late sessions Special
#> 181 All late sessions Late sessions All late sessions Special
#> 182 All late sessions Late sessions All late sessions Special
#> 183 All late sessions Late sessions All late sessions All schools
#> 184 All late sessions Late sessions All late sessions All schools
#> 185 All late sessions Late sessions All late sessions All schools
#> 186 All late sessions Late sessions All late sessions Primary
#> 187 All late sessions Late sessions All late sessions Primary
#> 188 All late sessions Late sessions All late sessions Primary
#> 189 All late sessions Late sessions All late sessions Primary
#> 190 All late sessions Late sessions All late sessions Primary
#> 191 All late sessions Late sessions All late sessions Primary
#> 192 All late sessions Late sessions All late sessions Secondary
#> 193 All late sessions Late sessions All late sessions Secondary
#> 194 All late sessions Late sessions All late sessions Secondary
#> 195 All late sessions Late sessions All late sessions Secondary
#> 196 All late sessions Late sessions All late sessions Secondary
#> 197 All late sessions Late sessions All late sessions Secondary
#> 198 All late sessions Late sessions All late sessions Special
#> 199 All late sessions Late sessions All late sessions Special
#> 200 All late sessions Late sessions All late sessions Special
#> 201 All late sessions Late sessions All late sessions Special
#> 202 All late sessions Late sessions All late sessions Special
#> 203 All late sessions Late sessions All late sessions Special
#> 204 All late sessions Late sessions All late sessions Primary
#> 205 All late sessions Late sessions All late sessions Primary
#> 206 All late sessions Late sessions All late sessions Primary
#> 207 All late sessions Late sessions All late sessions Primary
#> 208 All late sessions Late sessions All late sessions Primary
#> 209 All late sessions Late sessions All late sessions All schools
#> 210 All late sessions Late sessions All late sessions All schools
#> 211 All late sessions Late sessions All late sessions All schools
#> 212 All late sessions Late sessions All late sessions Primary
#> 213 All late sessions Late sessions All late sessions Primary
#> 214 All late sessions Late sessions All late sessions Primary
#> 215 All late sessions Late sessions All late sessions Primary
#> 216 All late sessions Late sessions All late sessions Primary
#> 217 All late sessions Late sessions All late sessions Primary
#> 218 All late sessions Late sessions All late sessions Secondary
#> 219 All late sessions Late sessions All late sessions Secondary
#> 220 All late sessions Late sessions All late sessions Secondary
#> 221 All late sessions Late sessions All late sessions Secondary
#> 222 All late sessions Late sessions All late sessions Secondary
#> 223 All late sessions Late sessions All late sessions Secondary
#> 224 All late sessions Late sessions All late sessions Special
#> 225 All late sessions Late sessions All late sessions Special
#> 226 All late sessions Late sessions All late sessions Special
#> 227 All late sessions Late sessions All late sessions Special
#> 228 All late sessions Late sessions All late sessions Special
#> 229 All late sessions Late sessions All late sessions Special
#> 230 All late sessions Late sessions All late sessions Primary
#> 231 All late sessions Late sessions All late sessions Secondary
#> 232 All late sessions Late sessions All late sessions Secondary
#> 233 All late sessions Late sessions All late sessions Secondary
#> 234 All late sessions Late sessions All late sessions Secondary
#> 235 All late sessions Late sessions All late sessions Secondary
#> 236 All late sessions Late sessions All late sessions Secondary
#> 237 All late sessions Late sessions All late sessions Special
#> 238 All late sessions Late sessions All late sessions Special
#> 239 All late sessions Late sessions All late sessions Special
#> 240 All late sessions Late sessions All late sessions Special
#> 241 All late sessions Late sessions All late sessions Special
#> 242 All late sessions Late sessions All late sessions Special
#> 243 All late sessions Late sessions All late sessions Primary
#> 244 All late sessions Late sessions All late sessions Primary
#> 245 All late sessions Late sessions All late sessions Primary
#> 246 All late sessions Late sessions All late sessions Primary
#> 247 All late sessions Late sessions All late sessions Primary
#> 248 All late sessions Late sessions All late sessions Primary
#> 249 All late sessions Late sessions All late sessions Secondary
#> 250 All late sessions Late sessions All late sessions Secondary
#> 251 All late sessions Late sessions All late sessions Secondary
#> 252 All late sessions Late sessions All late sessions Secondary
#> 253 All late sessions Late sessions All late sessions Secondary
#> 254 All late sessions Late sessions All late sessions Secondary
#> 255 All late sessions Late sessions All late sessions Special
#> 256 All late sessions Late sessions All late sessions Special
#> 257 All late sessions Late sessions All late sessions Special
#> 258 All late sessions Late sessions All late sessions Special
#> 259 All late sessions Late sessions All late sessions Special
#> 260 All late sessions Late sessions All late sessions Special
#> 261 All late sessions Late sessions All late sessions Primary
#> 262 All late sessions Late sessions All late sessions Primary
#> 263 All late sessions Late sessions All late sessions Primary
#> 264 All late sessions Late sessions All late sessions Primary
#> 265 All late sessions Late sessions All late sessions Primary
#> 266 All late sessions Late sessions All late sessions Primary
#> 267 All late sessions Late sessions All late sessions Secondary
#> 268 All late sessions Late sessions All late sessions Secondary
#> 269 All late sessions Late sessions All late sessions Secondary
#> 270 All late sessions Late sessions All late sessions Secondary
#> 271 All late sessions Late sessions All late sessions Secondary
#> 272 All late sessions Late sessions All late sessions Secondary
#> 273 All late sessions Late sessions All late sessions Special
#> 274 All late sessions Late sessions All late sessions Special
#> 275 All late sessions Late sessions All late sessions Special
#> 276 All late sessions Late sessions All late sessions Special
#> 277 All late sessions Late sessions All late sessions Special
#> 278 All late sessions Late sessions All late sessions Special
#> 279 All late sessions Late sessions All late sessions Primary
#> 280 All late sessions Late sessions All late sessions Primary
#> 281 All late sessions Late sessions All late sessions Primary
#> 282 All late sessions Late sessions All late sessions Primary
#> 283 All late sessions Late sessions All late sessions Primary
#> 284 All late sessions Late sessions All late sessions Primary
#> 285 All late sessions Late sessions All late sessions Secondary
#> 286 All late sessions Late sessions All late sessions Secondary
#> 287 All late sessions Late sessions All late sessions Secondary
#> 288 All late sessions Late sessions All late sessions Secondary
#> 289 All late sessions Late sessions All late sessions Secondary
#> 290 All late sessions Late sessions All late sessions Secondary
#> 291 All late sessions Late sessions All late sessions Special
#> 292 All late sessions Late sessions All late sessions Special
#> 293 All late sessions Late sessions All late sessions Special
#> 294 All late sessions Late sessions All late sessions Special
#> 295 All late sessions Late sessions All late sessions Special
#> 296 All late sessions Late sessions All late sessions Special
#> 297 All late sessions Late sessions All late sessions Primary
#> 298 All late sessions Late sessions All late sessions Primary
#> 299 All late sessions Late sessions All late sessions Primary
#> 300 All late sessions Late sessions All late sessions Primary
#> 301 All late sessions Late sessions All late sessions Primary
#> 302 All late sessions Late sessions All late sessions Primary
#> 303 All late sessions Late sessions All late sessions Secondary
#> 304 All late sessions Late sessions All late sessions Secondary
#> 305 All late sessions Late sessions All late sessions Secondary
#> 306 All late sessions Late sessions All late sessions Secondary
#> 307 All late sessions Late sessions All late sessions Secondary
#> 308 All late sessions Late sessions All late sessions Secondary
#> 309 All late sessions Late sessions All late sessions Special
#> 310 All late sessions Late sessions All late sessions Special
#> 311 All late sessions Late sessions All late sessions Special
#> 312 All late sessions Late sessions All late sessions Special
#> 313 All late sessions Late sessions All late sessions Special
#> 314 All late sessions Late sessions All late sessions Special
#> 315 All late sessions Late sessions All late sessions Primary
#> 316 All late sessions Late sessions All late sessions Primary
#> 317 All late sessions Late sessions All late sessions Primary
#> 318 All late sessions Late sessions All late sessions Primary
#> time_frame session_count
#> 1 Friday 319
#> 2 Week 1958
#> 3 Monday 980
#> 4 Tuesday 877
#> 5 Wednesday 776
#> 6 Thursday 793
#> 7 Friday 737
#> 8 Week 4163
#> 9 Monday 13
#> 10 Tuesday 5
#> 11 Wednesday 10
#> 12 Thursday 3
#> 13 Friday 9
#> 14 Week 40
#> 15 Monday 638
#> 16 Tuesday 673
#> 17 Wednesday 557
#> 18 Thursday 669
#> 19 Friday 517
#> 20 Week 3054
#> 21 Monday 1017
#> 22 Tuesday 1192
#> 23 Wednesday 887
#> 24 Thursday 1040
#> 25 Friday 948
#> 26 Week 5084
#> 27 Monday 7
#> 28 Tuesday 3
#> 29 Wednesday 9
#> 30 Thursday 6
#> 31 Friday 6
#> 32 Week 31
#> 33 Monday 662
#> 34 Tuesday 535
#> 35 Wednesday 546
#> 36 Thursday 586
#> 37 Friday 516
#> 38 Week 2845
#> 39 Monday 1352
#> 40 Tuesday 1311
#> 41 Wednesday 1204
#> 42 Thursday 1186
#> 43 Friday 1160
#> 44 Week 6213
#> 45 Monday 24
#> 46 Tuesday 12
#> 47 Wednesday 17
#> 48 Thursday 18
#> 49 Friday 7
#> 50 Week 78
#> 51 Monday 2118
#> 52 Tuesday 1755
#> 53 Wednesday 1502
#> 54 Thursday 1613
#> 55 Friday 1335
#> 56 Week 8323
#> 57 Monday 3770
#> 58 Tuesday 3476
#> 59 Wednesday 3109
#> 60 Thursday 3113
#> 61 Friday 2761
#> 62 Week 16229
#> 63 Monday 20
#> 64 Tuesday 22
#> 65 Wednesday 22
#> 66 Thursday 18
#> 67 Friday 13
#> 68 Week 95
#> 69 Monday 965
#> 70 Tuesday 1669
#> 71 Wednesday 1900
#> 72 Thursday 1845
#> 73 Friday 1459
#> 74 Week 7838
#> 75 Monday 2458
#> 76 Tuesday 3168
#> 77 Wednesday 3402
#> 78 Thursday 3378
#> 79 Friday 2908
#> 80 Week 15314
#> 81 Monday 31
#> 82 Tuesday 43
#> 83 Wednesday 37
#> 84 Thursday 43
#> 85 Friday 35
#> 86 Week 189
#> 87 Monday 421
#> 88 Tuesday 416
#> 89 Wednesday 424
#> 90 Thursday 390
#> 91 Friday 347
#> 92 Week 1998
#> 93 Monday 1953
#> 94 Tuesday 1787
#> 95 Wednesday 1628
#> 96 Thursday 1459
#> 97 Friday 1120
#> 98 Week 7947
#> 99 Monday 4
#> 100 Tuesday 13
#> 101 Wednesday 9
#> 102 Thursday 6
#> 103 Friday 5
#> 104 Week 37
#> 105 Monday 975
#> 106 Tuesday 885
#> 107 Wednesday 833
#> 108 Thursday 860
#> 109 Friday 736
#> 110 Week 4289
#> 111 Monday 1976
#> 112 Tuesday 2041
#> 113 Wednesday 1994
#> 114 Thursday 1899
#> 115 Friday 1723
#> 116 Week 9633
#> 117 Monday 6
#> 118 Tuesday 8
#> 119 Wednesday 7
#> 120 Thursday 3
#> 121 Friday 5
#> 122 Week 29
#> 123 Monday 2411
#> 124 Tuesday 2179
#> 125 Wednesday 2012
#> 126 Thursday 2293
#> 127 Friday 1797
#> 128 Week 10692
#> 129 Monday 4565
#> 130 Tuesday 4220
#> 131 Wednesday 4552
#> 132 Thursday 4145
#> 133 Friday 3801
#> 134 Week 21283
#> 135 Monday 116
#> 136 Tuesday 124
#> 137 Wednesday 112
#> 138 Thursday 132
#> 139 Friday 94
#> 140 Week 578
#> 141 Monday 689
#> 142 Tuesday 578
#> 143 Wednesday 572
#> 144 Thursday 611
#> 145 Friday 495
#> 146 Week 2945
#> 147 Monday 1440
#> 148 Tuesday 1359
#> 149 Wednesday 1311
#> 150 Thursday 1400
#> 151 Friday 1259
#> 152 Week 6769
#> 153 Monday 1
#> 154 Tuesday 1
#> 155 Wednesday 2
#> 156 Thursday 1
#> 157 Friday 2
#> 158 Week 7
#> 159 Monday 351238
#> 160 Tuesday 339489
#> 161 Wednesday 332601
#> 162 Thursday 325478
#> 163 Friday 290697
#> 164 Week 1639503
#> 165 Monday 119171
#> 166 Tuesday 108143
#> 167 Wednesday 104015
#> 168 Thursday 103341
#> 169 Friday 88855
#> 170 Week 523525
#> 171 Monday 228420
#> 172 Tuesday 227692
#> 173 Wednesday 225185
#> 174 Thursday 218840
#> 175 Friday 199159
#> 176 Week 1099296
#> 177 Monday 3647
#> 178 Tuesday 3654
#> 179 Wednesday 3401
#> 180 Thursday 3297
#> 181 Friday 2683
#> 182 Week 16682
#> 183 Monday 37885
#> 184 Tuesday 37134
#> 185 Wednesday 36149
#> 186 Monday 653
#> 187 Tuesday 657
#> 188 Wednesday 591
#> 189 Thursday 675
#> 190 Friday 485
#> 191 Week 3061
#> 192 Monday 1429
#> 193 Tuesday 1434
#> 194 Wednesday 1288
#> 195 Thursday 1451
#> 196 Friday 1226
#> 197 Week 6828
#> 198 Monday 4
#> 199 Tuesday 2
#> 200 Wednesday 11
#> 201 Thursday 6
#> 202 Friday 4
#> 203 Week 27
#> 204 Monday 400
#> 205 Tuesday 314
#> 206 Wednesday 345
#> 207 Thursday 391
#> 208 Friday 298
#> 209 Thursday 36579
#> 210 Friday 31465
#> 211 Week 179212
#> 212 Monday 12065
#> 213 Tuesday 11629
#> 214 Wednesday 11229
#> 215 Thursday 12045
#> 216 Friday 9660
#> 217 Week 56628
#> 218 Monday 25567
#> 219 Tuesday 25231
#> 220 Wednesday 24655
#> 221 Thursday 24263
#> 222 Friday 21601
#> 223 Week 121317
#> 224 Monday 253
#> 225 Tuesday 274
#> 226 Wednesday 265
#> 227 Thursday 271
#> 228 Friday 204
#> 229 Week 1267
#> 230 Week 1748
#> 231 Monday 1061
#> 232 Tuesday 1037
#> 233 Wednesday 1011
#> 234 Thursday 1036
#> 235 Friday 835
#> 236 Week 4980
#> 237 Monday 1
#> 238 Tuesday 1
#> 239 Wednesday 3
#> 240 Thursday 3
#> 241 Friday 1
#> 242 Week 9
#> 243 Monday 266
#> 244 Tuesday 278
#> 245 Wednesday 307
#> 246 Thursday 315
#> 247 Friday 226
#> 248 Week 1392
#> 249 Monday 461
#> 250 Tuesday 469
#> 251 Wednesday 463
#> 252 Thursday 488
#> 253 Friday 430
#> 254 Week 2311
#> 255 Monday 6
#> 256 Tuesday 5
#> 257 Wednesday 1
#> 258 Thursday 3
#> 259 Friday 5
#> 260 Week 20
#> 261 Monday 350
#> 262 Tuesday 253
#> 263 Wednesday 247
#> 264 Thursday 316
#> 265 Friday 213
#> 266 Week 1379
#> 267 Monday 480
#> 268 Tuesday 465
#> 269 Wednesday 430
#> 270 Thursday 491
#> 271 Friday 392
#> 272 Week 2258
#> 273 Monday 6
#> 274 Tuesday 6
#> 275 Wednesday 3
#> 276 Thursday 8
#> 277 Friday 3
#> 278 Week 26
#> 279 Monday 267
#> 280 Tuesday 256
#> 281 Wednesday 252
#> 282 Thursday 307
#> 283 Friday 259
#> 284 Week 1341
#> 285 Monday 770
#> 286 Tuesday 554
#> 287 Wednesday 713
#> 288 Thursday 586
#> 289 Friday 656
#> 290 Week 3279
#> 291 Monday 8
#> 292 Tuesday 10
#> 293 Wednesday 3
#> 294 Thursday 8
#> 295 Friday 7
#> 296 Week 36
#> 297 Monday 780
#> 298 Tuesday 795
#> 299 Wednesday 749
#> 300 Thursday 783
#> 301 Friday 658
#> 302 Week 3765
#> 303 Monday 1855
#> 304 Tuesday 1841
#> 305 Wednesday 1887
#> 306 Thursday 1798
#> 307 Friday 1645
#> 308 Week 9026
#> 309 Monday 6
#> 310 Tuesday 19
#> 311 Wednesday 19
#> 312 Thursday 13
#> 313 Friday 8
#> 314 Week 65
#> 315 Monday 470
#> 316 Tuesday 386
#> 317 Wednesday 392
#> 318 Thursday 391
# 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 21 National England E92000001
#> 2 2025 Week 20 National England E92000001
#> 3 2025 Week 18 National England E92000001
#> 4 2025 Week 15 National England E92000001
#> 5 2025 Week 14 National England E92000001
#> 6 2025 Week 12 National England E92000001
#> 7 2025 Week 10 National England E92000001
#> 8 2025 Week 8 National England E92000001
#> education_phase persistent_absence_percent
#> 1 Primary 13.42
#> 2 Primary 13.41
#> 3 Primary 13.76
#> 4 Primary 14.1
#> 5 Primary 14.15
#> 6 Primary 14.06
#> 7 Primary 14.41
#> 8 Primary 14.95