Checks for survey similarities - Soft Duplicates
check_soft_duplicates.RdChecks for survey similarities - Soft Duplicates
Usage
check_soft_duplicates(
dataset,
kobo_survey,
uuid_column = "uuid",
idnk_value = "idnk",
sm_separator = ".",
log_name = "soft_duplicate_log",
threshold = 7,
return_all_results = FALSE
)Arguments
- dataset
dataset to be check as a dataframe or a list with the dataframe stored as "checked_dataset" stored as "checked_dataset"
- kobo_survey
Kobo survey sheet.
- uuid_column
uuid column in the dataset. Default is "uuid".
- idnk_value
String character for the value of the "I don't know" value
- sm_separator
Separator for choice multiple questions. The default is "."
- log_name
Name of the log dataframe flagged in the end of the function
- threshold
flag all entries less or equal a specified threshold. The default is 7.
- return_all_results
By default, the function will return only the values that are under the threshold. Default is FALSE.
Value
return a list with the dataset checked stored as checked_dataset and a dataframe with the soft duplicate log
Examples
soft_duplicates <- check_soft_duplicates(
dataset = cleaningtools_raw_data,
kobo_survey = cleaningtools_survey,
uuid_column = "X_uuid",
idnk_value = "dont_know",
sm_separator = ".",
log_name = "soft_duplicate_log",
threshold = 7
)
group_by_enum_raw_data <- cleaningtools_raw_data |>
dplyr::group_by(enumerator_num)
soft_per_enum <- group_by_enum_raw_data %>%
dplyr::group_split() %>%
purrr::map(~ check_soft_duplicates(
dataset = .,
kobo_survey = cleaningtools_survey,
uuid_column = "X_uuid", idnk_value = "dont_know",
sm_separator = ".",
log_name = "soft_duplicate_log",
threshold = 7,
return_all_results = TRUE
))
soft_per_enum %>%
purrr::map(~ .[["soft_duplicate_log"]]) %>%
purrr::map2(
.y = dplyr::group_keys(group_by_enum_raw_data) %>% unlist(),
~ dplyr::mutate(.x, enum = .y)
) %>%
do.call(dplyr::bind_rows, .) |>
knitr::kable()
#>
#>
#> |uuid | num_cols_not_NA| total_columns_compared| num_cols_dont_know|id_most_similar_survey | number_different_columns|issue | enum|
#> |:------------------------------------|---------------:|----------------------:|------------------:|:------------------------------------|------------------------:|:-----|----:|
#> |44614627-c152-4f24-a3ca-87a58b2f2e3f | 65| 118| 2|a537a7a3-468c-4661-8b7b-93e43e9b8a3b | 17|NA | 1|
#> |a537a7a3-468c-4661-8b7b-93e43e9b8a3b | 63| 118| 1|44614627-c152-4f24-a3ca-87a58b2f2e3f | 17|NA | 1|
#> |4cf2c1c2-75a9-4be1-ab1a-09e0b0bec0bd | 87| 118| 2|b6dc0988-15d1-49c6-859f-b0e63c18485b | 18|NA | 1|
#> |b6dc0988-15d1-49c6-859f-b0e63c18485b | 86| 118| 2|4cf2c1c2-75a9-4be1-ab1a-09e0b0bec0bd | 18|NA | 1|
#> |55e388ed-fdf2-4d53-96b8-8c406947cad3 | 64| 118| 4|a537a7a3-468c-4661-8b7b-93e43e9b8a3b | 19|NA | 1|
#> |38d2f047-3036-458b-95fb-fc86f5b7924e | 84| 118| 1|48f2f69f-4958-4180-8f31-e3eb3dedc28d | 22|NA | 1|
#> |48f2f69f-4958-4180-8f31-e3eb3dedc28d | 83| 118| 2|38d2f047-3036-458b-95fb-fc86f5b7924e | 22|NA | 1|
#> |75d75b42-97a8-46d2-b3f7-aa7d6c06d093 | 85| 118| 2|d3580458-1cc8-43a9-8223-6003969c2b2e | 22|NA | 1|
#> |7df40f95-cfa5-4358-a2d3-fb33b765c874 | 84| 118| 1|b02683e0-c490-45e8-88e0-17e2323a8c1d | 22|NA | 1|
#> |b02683e0-c490-45e8-88e0-17e2323a8c1d | 84| 118| 2|7df40f95-cfa5-4358-a2d3-fb33b765c874 | 22|NA | 1|
#> |d3580458-1cc8-43a9-8223-6003969c2b2e | 83| 118| 2|75d75b42-97a8-46d2-b3f7-aa7d6c06d093 | 22|NA | 1|
#> |2a5fb51c-6859-466e-9b94-d7b1fb46e3f6 | 83| 118| 2|38d2f047-3036-458b-95fb-fc86f5b7924e | 23|NA | 1|
#> |c6ac4b19-5044-441e-a6f0-7fd7b2c99c4a | 62| 118| 0|a537a7a3-468c-4661-8b7b-93e43e9b8a3b | 23|NA | 1|
#> |f3df4ca7-4f81-40ba-aecb-d3e4e3a6b1a0 | 83| 118| 1|48f2f69f-4958-4180-8f31-e3eb3dedc28d | 23|NA | 1|
#> |254ea540-e575-410a-bfb8-47fa8e360b52 | 84| 118| 2|d3580458-1cc8-43a9-8223-6003969c2b2e | 24|NA | 1|
#> |04bbe708-2822-4d11-95b1-091d325af146 | 84| 118| 2|1475f988-dc46-40ce-b0fe-0c74085337e9 | 25|NA | 1|
#> |1475f988-dc46-40ce-b0fe-0c74085337e9 | 86| 118| 2|bd36bf9d-39ad-47af-8a34-522e03a76c59 | 25|NA | 1|
#> |bd36bf9d-39ad-47af-8a34-522e03a76c59 | 84| 118| 2|254ea540-e575-410a-bfb8-47fa8e360b52 | 25|NA | 1|
#> |cb60b40a-4aaa-4595-b278-6ade8ac80592 | 83| 118| 1|38d2f047-3036-458b-95fb-fc86f5b7924e | 26|NA | 1|
#> |b4588be7-aa42-47de-9d00-e85ec968c1fa | 76| 118| 3|55e388ed-fdf2-4d53-96b8-8c406947cad3 | 27|NA | 1|
#> |5c49cb45-6fcb-4044-bbf6-1855f7a6fcab | 93| 118| 4|d624f796-cda7-4a41-ba9d-f36f50e951c2 | 28|NA | 1|
#> |bc4516b9-5ceb-420b-9020-3618d1662296 | 74| 118| 0|d23b83e6-f01d-4e78-ba45-8fcfba666d80 | 28|NA | 1|
#> |d23b83e6-f01d-4e78-ba45-8fcfba666d80 | 74| 118| 1|bc4516b9-5ceb-420b-9020-3618d1662296 | 28|NA | 1|
#> |d624f796-cda7-4a41-ba9d-f36f50e951c2 | 90| 118| 3|5c49cb45-6fcb-4044-bbf6-1855f7a6fcab | 28|NA | 1|
#> |4fed8f95-0138-4d8c-81d2-1a1bcb79824c | 78| 118| 0|a434003a-1071-444c-8dda-57364bb6beca | 29|NA | 1|
#> |960a7bcf-c551-4565-b4da-cc4d68b53365 | 82| 118| 2|75d75b42-97a8-46d2-b3f7-aa7d6c06d093 | 29|NA | 1|
#> |a434003a-1071-444c-8dda-57364bb6beca | 82| 118| 0|4fed8f95-0138-4d8c-81d2-1a1bcb79824c | 29|NA | 1|
#> |544b1eee-67e2-4bd5-be99-61ae5f7e1e22 | 87| 118| 2|48f2f69f-4958-4180-8f31-e3eb3dedc28d | 30|NA | 1|
#> |a37512fa-f4ea-4c6c-a873-851f69df6c93 | 80| 118| 0|4fed8f95-0138-4d8c-81d2-1a1bcb79824c | 31|NA | 1|
#> |2db6149a-3e4a-45d6-9eff-b4e24784694e | 83| 118| 0|2a5fb51c-6859-466e-9b94-d7b1fb46e3f6 | 32|NA | 1|
#> |d010858b-4842-453b-80fb-d7d14da404d0 | 90| 118| 3|5c49cb45-6fcb-4044-bbf6-1855f7a6fcab | 33|NA | 1|
#> |d9ff616f-b3ac-4eae-88dc-601946260d82 | 80| 118| 1|a434003a-1071-444c-8dda-57364bb6beca | 34|NA | 1|
#> |c3a52fa9-63f5-4d02-b2b0-6eebbef944a7 | 88| 118| 1|4cf2c1c2-75a9-4be1-ab1a-09e0b0bec0bd | 35|NA | 1|
#> |51324001-970c-4fb5-bacf-de696e1b7eaa | 87| 118| 2|48f2f69f-4958-4180-8f31-e3eb3dedc28d | 36|NA | 1|
#> |4c7be65c-6953-41b0-8674-2d21db8095b5 | 89| 118| 2|a434003a-1071-444c-8dda-57364bb6beca | 38|NA | 1|
#> |84c8db18-b1fa-4ba6-a764-b77b642353a3 | 84| 118| 2|4c7be65c-6953-41b0-8674-2d21db8095b5 | 38|NA | 1|
#> |1c92e3e0-a24f-4d16-8f4c-ca2ea4690889 | 60| 109| 0|3642eb50-19ac-437f-9f5a-e28161e7715e | 18|NA | 2|
#> |3642eb50-19ac-437f-9f5a-e28161e7715e | 59| 109| 1|1c92e3e0-a24f-4d16-8f4c-ca2ea4690889 | 18|NA | 2|
#> |0342944a-8719-4a9b-9924-c74767ecd97d | 81| 109| 1|f957351f-45f0-47cf-aefc-6a2a794ee544 | 20|NA | 2|
#> |f957351f-45f0-47cf-aefc-6a2a794ee544 | 80| 109| 2|0342944a-8719-4a9b-9924-c74767ecd97d | 20|NA | 2|
#> |03183d24-0275-43fe-8976-d076f29de590 | 80| 109| 1|0ea5f0ab-e95e-4b05-add1-d5440b935082 | 22|NA | 2|
#> |0ea5f0ab-e95e-4b05-add1-d5440b935082 | 79| 109| 3|03183d24-0275-43fe-8976-d076f29de590 | 22|NA | 2|
#> |20e365e1-c5da-4f98-a065-b533deb645e5 | 80| 109| 2|0ea5f0ab-e95e-4b05-add1-d5440b935082 | 22|NA | 2|
#> |20434ebb-fd0c-4859-9f6e-d19abed33b89 | 78| 109| 2|03183d24-0275-43fe-8976-d076f29de590 | 23|NA | 2|
#> |678127b9-71df-49b7-a4f0-1b32bbc55e76 | 82| 109| 2|d71faa4f-cc6f-4a51-ae40-f7fa7ed9f796 | 25|NA | 2|
#> |d71faa4f-cc6f-4a51-ae40-f7fa7ed9f796 | 81| 109| 1|678127b9-71df-49b7-a4f0-1b32bbc55e76 | 25|NA | 2|
#> |f34d7a3e-335d-468c-bd2d-09f85917e31e | 61| 109| 2|3642eb50-19ac-437f-9f5a-e28161e7715e | 25|NA | 2|
#> |3b7ec7c0-e897-4e24-8edd-0c01b8db7c91 | 80| 109| 2|678127b9-71df-49b7-a4f0-1b32bbc55e76 | 26|NA | 2|
#> |f08aa565-8b59-4215-ba5e-ff3a8b956792 | 84| 109| 0|03183d24-0275-43fe-8976-d076f29de590 | 26|NA | 2|
#> |73c87a2f-eb82-4eea-85a6-68d0cfffb9a0 | 80| 109| 0|20434ebb-fd0c-4859-9f6e-d19abed33b89 | 27|NA | 2|
#> |e9b4738a-8b40-4eaf-864b-cd7b59122421 | 81| 109| 1|d71faa4f-cc6f-4a51-ae40-f7fa7ed9f796 | 27|NA | 2|
#> |308b7de7-7f09-4578-8373-8c81f74480f4 | 78| 109| 0|0ea5f0ab-e95e-4b05-add1-d5440b935082 | 28|NA | 2|
#> |b49c4775-7251-4da1-9769-41b3fa9606b9 | 81| 109| 1|3b7ec7c0-e897-4e24-8edd-0c01b8db7c91 | 30|NA | 2|
#> |17bad766-fc25-49fe-a041-c6503e05941d | 75| 109| 1|308b7de7-7f09-4578-8373-8c81f74480f4 | 31|NA | 2|
#> |327b5947-a8eb-427d-a5a1-23f08cc9c4dd | 80| 109| 2|0ea5f0ab-e95e-4b05-add1-d5440b935082 | 32|NA | 2|
#> |e4e3a8a3-9aed-4a71-994e-5b187338038e | 77| 109| 1|0ea5f0ab-e95e-4b05-add1-d5440b935082 | 32|NA | 2|
#> |3f21ac6a-0745-4a8c-9047-f115ad732737 | 79| 109| 2|0342944a-8719-4a9b-9924-c74767ecd97d | 33|NA | 2|
#> |818b0141-919e-4ba1-816b-e2fc62c78037 | 83| 109| 0|b49c4775-7251-4da1-9769-41b3fa9606b9 | 33|NA | 2|
#> |62f10b4a-69ac-417f-acd8-bf5016790637 | 82| 109| 3|678127b9-71df-49b7-a4f0-1b32bbc55e76 | 37|NA | 2|
#> |09369f18-18e9-4336-b111-2738b1a49011 | 89| 109| 1|3b7ec7c0-e897-4e24-8edd-0c01b8db7c91 | 38|NA | 2|
#> |f6db2b97-53fc-4b0e-8428-8830d837412d | 94| 109| 1|09369f18-18e9-4336-b111-2738b1a49011 | 41|NA | 2|
#> |5205540c-6019-4137-9c18-fb597d5af35c | 86| 109| 1|3642eb50-19ac-437f-9f5a-e28161e7715e | 46|NA | 2|
#> |d6f4659f-e17e-48ef-b806-16c07b7ab619 | 78| 109| 1|308b7de7-7f09-4578-8373-8c81f74480f4 | 48|NA | 2|
#> |0be815d6-1f31-4d4d-8775-6043df8b9f03 | 63| 118| 1|c18fc8f9-c8b7-4ba3-8e61-4460c3604a9d | 14|NA | 3|
#> |c18fc8f9-c8b7-4ba3-8e61-4460c3604a9d | 65| 118| 3|0be815d6-1f31-4d4d-8775-6043df8b9f03 | 14|NA | 3|
#> |6087d62d-cf3a-41d0-9748-558a86511f85 | 62| 118| 0|0be815d6-1f31-4d4d-8775-6043df8b9f03 | 18|NA | 3|
#> |816f41ec-603e-4d5d-a284-8bdb9cbf913d | 65| 118| 3|0be815d6-1f31-4d4d-8775-6043df8b9f03 | 18|NA | 3|
#> |989c78b5-6244-4f7c-b95f-bc81975c3cf2 | 86| 118| 1|e02e6220-306e-4835-a9c7-c87817c2195e | 20|NA | 3|
#> |e02e6220-306e-4835-a9c7-c87817c2195e | 87| 118| 2|989c78b5-6244-4f7c-b95f-bc81975c3cf2 | 20|NA | 3|
#> |159209cf-5c2b-4d41-ad8d-e125dcdfd882 | 84| 118| 1|39828cd5-de09-4fc4-a261-c58eb4144f9f | 22|NA | 3|
#> |39828cd5-de09-4fc4-a261-c58eb4144f9f | 83| 118| 2|159209cf-5c2b-4d41-ad8d-e125dcdfd882 | 22|NA | 3|
#> |4abf00da-a378-4bea-b974-d1adf5ad198b | 83| 118| 1|ac7a0a20-5aa8-407f-9278-14ed5885b00f | 22|NA | 3|
#> |4d988823-97ab-4420-a6da-a3b24e9dfb46 | 85| 118| 2|6126df70-c958-4a52-b4f5-c527151e6023 | 22|NA | 3|
#> |6126df70-c958-4a52-b4f5-c527151e6023 | 84| 118| 1|4d988823-97ab-4420-a6da-a3b24e9dfb46 | 22|NA | 3|
#> |740d7b13-a517-45bb-835a-cef2ff492856 | 84| 118| 1|cd9f6b3c-ad08-4adb-a4f5-1627bde6f236 | 22|NA | 3|
#> |ac7a0a20-5aa8-407f-9278-14ed5885b00f | 83| 118| 2|4abf00da-a378-4bea-b974-d1adf5ad198b | 22|NA | 3|
#> |cd9f6b3c-ad08-4adb-a4f5-1627bde6f236 | 84| 118| 1|740d7b13-a517-45bb-835a-cef2ff492856 | 22|NA | 3|
#> |e389125c-8bc3-4bda-bb58-6654ec414848 | 84| 118| 1|4abf00da-a378-4bea-b974-d1adf5ad198b | 22|NA | 3|
#> |62774254-a094-447a-b802-01352d4b7117 | 83| 118| 2|4d988823-97ab-4420-a6da-a3b24e9dfb46 | 24|NA | 3|
#> |ea4f0067-460b-4923-8842-bc9b43e37f9c | 86| 118| 2|4d988823-97ab-4420-a6da-a3b24e9dfb46 | 24|NA | 3|
#> |47528ba0-2b1e-4b4e-b2c7-6371c3f9882f | 84| 118| 2|a25fd6d9-aa5f-4d47-90a5-f2057990f830 | 25|NA | 3|
#> |a25fd6d9-aa5f-4d47-90a5-f2057990f830 | 84| 118| 2|cd9f6b3c-ad08-4adb-a4f5-1627bde6f236 | 25|NA | 3|
#> |a2c9f807-c921-4a2b-b284-c62c8cbfcfd5 | 93| 118| 2|fe98e244-2958-45df-9fd3-6f3338776f32 | 25|NA | 3|
#> |fe98e244-2958-45df-9fd3-6f3338776f32 | 90| 118| 2|a2c9f807-c921-4a2b-b284-c62c8cbfcfd5 | 25|NA | 3|
#> |f976a837-45c6-4575-9cee-08baedfcf71a | 83| 118| 2|47528ba0-2b1e-4b4e-b2c7-6371c3f9882f | 26|NA | 3|
#> |127f66e3-0577-4869-a22a-8daff0f79d05 | 85| 118| 2|4d988823-97ab-4420-a6da-a3b24e9dfb46 | 27|NA | 3|
#> |320c78c9-6726-4f50-a302-728c48e088e6 | 82| 118| 1|740d7b13-a517-45bb-835a-cef2ff492856 | 27|NA | 3|
#> |ac98cb2b-80a9-4ee9-ba67-6fd38b0247d8 | 75| 118| 4|c18fc8f9-c8b7-4ba3-8e61-4460c3604a9d | 28|NA | 3|
#> |30286db1-5ab5-428d-a950-66574bcd6143 | 92| 118| 0|a2c9f807-c921-4a2b-b284-c62c8cbfcfd5 | 30|NA | 3|
#> |e25eb4b1-9e07-43ad-a8a6-139e7a49d9c0 | 74| 118| 0|f4af4270-d44e-4f9e-9276-01e1da06bd9f | 30|NA | 3|
#> |f4af4270-d44e-4f9e-9276-01e1da06bd9f | 78| 118| 1|e25eb4b1-9e07-43ad-a8a6-139e7a49d9c0 | 30|NA | 3|
#> |ef00c5fa-6554-4814-b8b3-d41e80fdd878 | 83| 118| 0|320c78c9-6726-4f50-a302-728c48e088e6 | 32|NA | 3|
#> |46e26a09-bd1b-41fd-ab8e-663390a2c687 | 91| 118| 3|740d7b13-a517-45bb-835a-cef2ff492856 | 33|NA | 3|
#> |49e90a27-be96-4689-8323-72b5446b186e | 78| 118| 0|f4af4270-d44e-4f9e-9276-01e1da06bd9f | 34|NA | 3|
#> |9eeec67f-6bf7-4948-900e-2101b6346fc1 | 80| 118| 0|49e90a27-be96-4689-8323-72b5446b186e | 34|NA | 3|
#> |54aaee2a-e3ef-4f16-b9fd-7bacc99bf7d7 | 83| 118| 2|bfdccb8d-55cd-4730-bd7f-01a9b3632a16 | 36|NA | 3|
#> |994a60b8-e640-425c-9774-160651d7af04 | 89| 118| 1|e02e6220-306e-4835-a9c7-c87817c2195e | 36|NA | 3|
#> |bfdccb8d-55cd-4730-bd7f-01a9b3632a16 | 81| 118| 0|54aaee2a-e3ef-4f16-b9fd-7bacc99bf7d7 | 36|NA | 3|
#> |a25896b2-49e6-4187-972a-519101968647 | 83| 118| 1|994a60b8-e640-425c-9774-160651d7af04 | 38|NA | 3|
#> |ce0e49d2-aaca-4594-afcb-585a8d32fbc5 | 89| 118| 2|bfdccb8d-55cd-4730-bd7f-01a9b3632a16 | 38|NA | 3|
#> |d5d26992-388b-4c71-a461-18a63cac8738 | 87| 118| 1|ef00c5fa-6554-4814-b8b3-d41e80fdd878 | 39|NA | 3|
#> |c3d7cc1c-f716-476b-afb8-6e889b7bd36c | 84| 118| 1|f4af4270-d44e-4f9e-9276-01e1da06bd9f | 44|NA | 3|
#> |15a0b262-f9c5-4a88-9b53-d80aabfa8958 | 80| 113| 0|e1d3baff-3da1-480f-bffb-db06b19d31ff | 20|NA | 4|
#> |e1d3baff-3da1-480f-bffb-db06b19d31ff | 79| 113| 0|15a0b262-f9c5-4a88-9b53-d80aabfa8958 | 20|NA | 4|
#> |40d70e78-3d3b-4d33-be59-35b68ea8c1f7 | 75| 113| 0|b3279f17-6a4b-486c-83a8-3e89abde686c | 22|NA | 4|
#> |b3279f17-6a4b-486c-83a8-3e89abde686c | 76| 113| 0|40d70e78-3d3b-4d33-be59-35b68ea8c1f7 | 22|NA | 4|
#> |4dd56d82-02f8-4d28-a7e8-5da269cf6787 | 78| 113| 0|e1d3baff-3da1-480f-bffb-db06b19d31ff | 25|NA | 4|
#> |62b47b10-5fc4-439c-9210-a43f43c661a8 | 81| 113| 0|f65b5328-3d11-4328-b4f4-fc81bac6cb8a | 26|NA | 4|
#> |f65b5328-3d11-4328-b4f4-fc81bac6cb8a | 80| 113| 0|62b47b10-5fc4-439c-9210-a43f43c661a8 | 26|NA | 4|
#> |4ea6dfbf-d9c4-4926-ab25-84037fd21555 | 83| 113| 0|d93ddf1d-08be-4091-bb29-e7a147c962ff | 27|NA | 4|
#> |d93ddf1d-08be-4091-bb29-e7a147c962ff | 84| 113| 0|4ea6dfbf-d9c4-4926-ab25-84037fd21555 | 27|NA | 4|
#> |d2c57620-b3a2-45cc-8e5e-9e600e3869f3 | 79| 113| 0|40d70e78-3d3b-4d33-be59-35b68ea8c1f7 | 28|NA | 4|
#> |3f4b07fe-745c-47a0-a620-7f81679e135b | 101| 113| 0|d8207ee6-8b21-4e0f-9987-58daff5772f1 | 29|NA | 4|
#> |4d4bf67f-364a-4584-b21d-d0234d0aa317 | 94| 113| 0|eec1f630-15d5-475e-a344-32bba74b32ea | 29|NA | 4|
#> |bdc13e48-46af-494c-af09-ef0bcc5aff24 | 84| 113| 0|15a0b262-f9c5-4a88-9b53-d80aabfa8958 | 29|NA | 4|
#> |d8207ee6-8b21-4e0f-9987-58daff5772f1 | 101| 113| 0|3f4b07fe-745c-47a0-a620-7f81679e135b | 29|NA | 4|
#> |e5ca5961-fa4d-4d79-bf34-1dff6d781d80 | 77| 113| 0|40d70e78-3d3b-4d33-be59-35b68ea8c1f7 | 29|NA | 4|
#> |eec1f630-15d5-475e-a344-32bba74b32ea | 96| 113| 0|4d4bf67f-364a-4584-b21d-d0234d0aa317 | 29|NA | 4|
#> |683e97a1-a6df-4442-b1ba-effe04612b86 | 86| 113| 0|15a0b262-f9c5-4a88-9b53-d80aabfa8958 | 30|NA | 4|
#> |ad44df26-07ba-4660-9a1e-30125a4cb56a | 90| 113| 0|e1e52dd9-c53c-4925-b2eb-a474df85fe3e | 30|NA | 4|
#> |e1e52dd9-c53c-4925-b2eb-a474df85fe3e | 87| 113| 0|ad44df26-07ba-4660-9a1e-30125a4cb56a | 30|NA | 4|
#> |07484b85-b70f-49f6-b9d2-e5674edb3937 | 88| 113| 0|d93ddf1d-08be-4091-bb29-e7a147c962ff | 31|NA | 4|
#> |9497d00b-ff04-4275-bd64-919234d61905 | 83| 113| 0|f65b5328-3d11-4328-b4f4-fc81bac6cb8a | 32|NA | 4|
#> |f5ce0576-bfe5-4d1b-a247-26d31c7e7a86 | 65| 113| 0|40d70e78-3d3b-4d33-be59-35b68ea8c1f7 | 33|NA | 4|
#> |fcfc3ec7-f167-4469-be2a-f428215f2633 | 86| 113| 0|bdc13e48-46af-494c-af09-ef0bcc5aff24 | 35|NA | 4|
#> |0560a838-5f88-4b8d-9267-68f8ae21d988 | 94| 113| 0|668a6f19-458d-4e0d-b416-77a474e3410b | 36|NA | 4|
#> |668a6f19-458d-4e0d-b416-77a474e3410b | 87| 113| 0|0560a838-5f88-4b8d-9267-68f8ae21d988 | 36|NA | 4|
#> |68b020e7-82c0-4069-bcff-09759c06a1df | 102| 113| 0|8f7f1b0b-77c5-4271-9a55-44305fbeb1c8 | 36|NA | 4|
#> |8f7f1b0b-77c5-4271-9a55-44305fbeb1c8 | 101| 113| 0|68b020e7-82c0-4069-bcff-09759c06a1df | 36|NA | 4|
#> |71206896-455f-4543-b5a1-6fd48cf94781 | 76| 113| 0|fe142fe6-2bce-434f-a1d1-7299b9d272ba | 37|NA | 4|
#> |fe142fe6-2bce-434f-a1d1-7299b9d272ba | 83| 113| 0|71206896-455f-4543-b5a1-6fd48cf94781 | 37|NA | 4|
#> |51da0071-ee7c-48ce-8f49-fc9e06c6218c | 94| 113| 0|0560a838-5f88-4b8d-9267-68f8ae21d988 | 38|NA | 4|
#> |299f16b7-9042-42a6-92f9-c37429ed674f | 96| 113| 0|9a0fd376-758b-4710-b68f-6764382b0441 | 40|NA | 4|
#> |9a0fd376-758b-4710-b68f-6764382b0441 | 92| 113| 0|299f16b7-9042-42a6-92f9-c37429ed674f | 40|NA | 4|
#> |1d333334-ca17-4e75-b847-9f80e162ab02 | 101| 113| 0|299f16b7-9042-42a6-92f9-c37429ed674f | 42|NA | 4|
#> |eba1acee-458d-4dca-aa1d-ddf57d75c477 | 96| 113| 0|bdc13e48-46af-494c-af09-ef0bcc5aff24 | 43|NA | 4|
#> |c3678042-1122-4c92-bfac-547fdf7110f3 | 89| 113| 0|51da0071-ee7c-48ce-8f49-fc9e06c6218c | 44|NA | 4|
#> |1d7c971f-7db0-4eaa-bbee-9390d0322638 | 78| 117| 0|6ae1a6e5-b0d6-465c-b1e2-3fc595cad25f | 21|NA | 5|
#> |62725a0f-3616-4f40-9630-a169b9f2b042 | 85| 117| 0|a14fa271-dbd7-4cb2-ad77-72fb710a2293 | 21|NA | 5|
#> |6ae1a6e5-b0d6-465c-b1e2-3fc595cad25f | 76| 117| 0|1d7c971f-7db0-4eaa-bbee-9390d0322638 | 21|NA | 5|
#> |a14fa271-dbd7-4cb2-ad77-72fb710a2293 | 84| 117| 0|62725a0f-3616-4f40-9630-a169b9f2b042 | 21|NA | 5|
#> |727bc43b-1fbe-40e2-81b1-d79b36be5886 | 79| 117| 0|f053af80-f706-4dfd-87cc-91faf8ebc8e5 | 23|NA | 5|
#> |f053af80-f706-4dfd-87cc-91faf8ebc8e5 | 77| 117| 0|727bc43b-1fbe-40e2-81b1-d79b36be5886 | 23|NA | 5|
#> |afe21b23-6858-4714-88d0-9991758cdaf2 | 78| 117| 0|1d7c971f-7db0-4eaa-bbee-9390d0322638 | 24|NA | 5|
#> |ced759d5-67a3-492a-a9f4-1854e5c26bcb | 79| 117| 0|727bc43b-1fbe-40e2-81b1-d79b36be5886 | 24|NA | 5|
#> |0539f157-a7fd-45d8-8cbe-9256db571150 | 79| 117| 0|1d7c971f-7db0-4eaa-bbee-9390d0322638 | 25|NA | 5|
#> |6ecf9da5-4cc4-46ad-9c8e-71f453f6b4e8 | 90| 117| 0|7f71d6fa-8f05-4938-a75f-00110f798c35 | 25|NA | 5|
#> |7f71d6fa-8f05-4938-a75f-00110f798c35 | 91| 117| 0|6ecf9da5-4cc4-46ad-9c8e-71f453f6b4e8 | 25|NA | 5|
#> |9ea46319-00a2-4e8b-9e7f-2bd9510d5b5c | 83| 117| 0|d4fd8208-749c-498c-902e-8f09d7621c40 | 27|NA | 5|
#> |d4fd8208-749c-498c-902e-8f09d7621c40 | 82| 117| 0|9ea46319-00a2-4e8b-9e7f-2bd9510d5b5c | 27|NA | 5|
#> |16a0c6fe-de4c-4a8c-bb7f-1be29bd86a2e | 83| 117| 0|25e82ffe-7b0d-4a81-be98-eeb6283c79b4 | 29|NA | 5|
#> |25e82ffe-7b0d-4a81-be98-eeb6283c79b4 | 80| 117| 0|16a0c6fe-de4c-4a8c-bb7f-1be29bd86a2e | 29|NA | 5|
#> |9c7c335f-f8cf-4834-8e95-d5ba8f7ca2f6 | 83| 117| 0|c9201d46-35b1-481a-97bc-2fb66031aacd | 30|NA | 5|
#> |c9201d46-35b1-481a-97bc-2fb66031aacd | 86| 117| 0|9c7c335f-f8cf-4834-8e95-d5ba8f7ca2f6 | 30|NA | 5|
#> |39bec254-69c6-4a60-8aba-098c1aaf6320 | 101| 117| 0|d016d5b0-0777-4567-9b3e-c274a3b69d2d | 31|NA | 5|
#> |d016d5b0-0777-4567-9b3e-c274a3b69d2d | 102| 117| 0|39bec254-69c6-4a60-8aba-098c1aaf6320 | 31|NA | 5|
#> |fcb70754-96dc-4b3c-8156-14d1f0f8a8ee | 80| 117| 0|0539f157-a7fd-45d8-8cbe-9256db571150 | 32|NA | 5|
#> |4b4f0abd-e2d1-443a-afab-915bdb349f80 | 88| 117| 0|6f11146c-dd48-4003-a33e-9ce5ba714558 | 34|NA | 5|
#> |6f11146c-dd48-4003-a33e-9ce5ba714558 | 88| 117| 0|4b4f0abd-e2d1-443a-afab-915bdb349f80 | 34|NA | 5|
#> |2498556b-4165-4a85-a7d9-c6ce75032747 | 85| 117| 0|a961b71d-b95c-4790-b979-4bce31a3696f | 35|NA | 5|
#> |6d8cadb0-704a-43e3-b687-b0b51df39d18 | 91| 117| 0|c3df184c-aaa8-4933-b058-90471037539a | 35|NA | 5|
#> |7f70ad9e-457e-482d-a870-d2562f725f34 | 96| 117| 0|c3df184c-aaa8-4933-b058-90471037539a | 35|NA | 5|
#> |a961b71d-b95c-4790-b979-4bce31a3696f | 86| 117| 0|2498556b-4165-4a85-a7d9-c6ce75032747 | 35|NA | 5|
#> |c3df184c-aaa8-4933-b058-90471037539a | 97| 117| 0|6d8cadb0-704a-43e3-b687-b0b51df39d18 | 35|NA | 5|
#> |d75a0458-16bc-4b0c-af7a-5b22ab73dfb7 | 65| 117| 0|6ae1a6e5-b0d6-465c-b1e2-3fc595cad25f | 35|NA | 5|
#> |5b9b0551-ae52-4ca8-8f21-3ef72c660d84 | 89| 117| 0|25e82ffe-7b0d-4a81-be98-eeb6283c79b4 | 36|NA | 5|
#> |6c4af1d0-85ce-4536-af65-23c33ec9f027 | 93| 117| 0|fc0b1ab6-3728-479b-a281-df9d9571bab3 | 37|NA | 5|
#> |fc0b1ab6-3728-479b-a281-df9d9571bab3 | 90| 117| 0|6c4af1d0-85ce-4536-af65-23c33ec9f027 | 37|NA | 5|
#> |14106fd9-b5cc-4ebb-84f0-54a4dde70fb6 | 100| 117| 0|d016d5b0-0777-4567-9b3e-c274a3b69d2d | 38|NA | 5|
#> |60fca747-a93d-4c77-8d9e-0937d4eb5065 | 87| 117| 0|a961b71d-b95c-4790-b979-4bce31a3696f | 38|NA | 5|
#> |b1b36447-fd88-45bb-826d-2d4798694100 | 93| 117| 0|a961b71d-b95c-4790-b979-4bce31a3696f | 39|NA | 5|
#> |cd1c2b32-a205-4d92-b917-5b23187858b4 | 89| 117| 1|b1b36447-fd88-45bb-826d-2d4798694100 | 39|NA | 5|
#> |198ddc54-6a37-4fc2-b26c-8a3ac0cdcc94 | 102| 117| 0|14106fd9-b5cc-4ebb-84f0-54a4dde70fb6 | 40|NA | 5|
#> |ed0d6e7a-c0ea-4b79-94a4-1069b48d0a14 | 96| 117| 0|6ecf9da5-4cc4-46ad-9c8e-71f453f6b4e8 | 40|NA | 5|
#> |72424edc-55ec-4c86-85b0-73609dd91d9d | 100| 117| 0|7f70ad9e-457e-482d-a870-d2562f725f34 | 43|NA | 5|
#> |0c88ba70-ef1d-4d2d-95da-5527c4e51c0a | 68| 108| 0|910b936e-0e89-491f-b9e7-bae1d0e43de9 | 11|NA | 6|
#> |910b936e-0e89-491f-b9e7-bae1d0e43de9 | 68| 108| 0|0c88ba70-ef1d-4d2d-95da-5527c4e51c0a | 11|NA | 6|
#> |847876df-e92e-4663-88ed-1d145f72b1b9 | 67| 108| 0|0c88ba70-ef1d-4d2d-95da-5527c4e51c0a | 15|NA | 6|
#> |6ef7a333-476e-499a-aa11-b3a583027e06 | 83| 108| 0|f83540bd-4429-4d11-91b3-3ef592ba0e06 | 16|NA | 6|
#> |f83540bd-4429-4d11-91b3-3ef592ba0e06 | 82| 108| 0|6ef7a333-476e-499a-aa11-b3a583027e06 | 16|NA | 6|
#> |6638b74f-ddff-4c5b-a406-716a85285b38 | 82| 108| 0|aa282193-df9a-45ec-aa92-ab0a02ac9d11 | 17|NA | 6|
#> |aa282193-df9a-45ec-aa92-ab0a02ac9d11 | 83| 108| 0|6638b74f-ddff-4c5b-a406-716a85285b38 | 17|NA | 6|
#> |93095da3-5291-4d16-a19a-41bf13144bfe | 85| 108| 0|a073d680-2fa3-4726-991b-e6312ff1e760 | 18|NA | 6|
#> |a073d680-2fa3-4726-991b-e6312ff1e760 | 85| 108| 0|93095da3-5291-4d16-a19a-41bf13144bfe | 18|NA | 6|
#> |da527cdc-ba8b-4d4a-8d57-a2de630f5ac6 | 83| 108| 0|6ef7a333-476e-499a-aa11-b3a583027e06 | 18|NA | 6|
#> |249696fd-c955-46a0-81d2-f8850f376cda | 89| 108| 0|d937dc4f-0659-40ce-9a80-a59f9c25320f | 19|NA | 6|
#> |d937dc4f-0659-40ce-9a80-a59f9c25320f | 87| 108| 0|249696fd-c955-46a0-81d2-f8850f376cda | 19|NA | 6|
#> |0327ec68-1e09-41a6-a818-cfd3b62c1984 | 87| 108| 0|d937dc4f-0659-40ce-9a80-a59f9c25320f | 20|NA | 6|
#> |125b1a31-62d7-4bd0-875e-dfbdbb63abb6 | 74| 108| 0|93893e39-9c82-4e19-b480-4dc78033157b | 20|NA | 6|
#> |93893e39-9c82-4e19-b480-4dc78033157b | 74| 108| 0|125b1a31-62d7-4bd0-875e-dfbdbb63abb6 | 20|NA | 6|
#> |19dca228-34a4-4d77-a6ed-f37000a0784c | 82| 108| 0|6ef7a333-476e-499a-aa11-b3a583027e06 | 21|NA | 6|
#> |4835bdfb-bcab-45a8-aa78-d0335d285220 | 79| 108| 0|4afe5401-101e-4a23-ad79-517c8c047008 | 21|NA | 6|
#> |4afe5401-101e-4a23-ad79-517c8c047008 | 78| 108| 0|4835bdfb-bcab-45a8-aa78-d0335d285220 | 21|NA | 6|
#> |59c18ac4-5722-426d-9ced-e0a0df8dd3a4 | 87| 108| 0|0327ec68-1e09-41a6-a818-cfd3b62c1984 | 21|NA | 6|
#> |6b6c9bbc-def7-49b8-9645-ddc148ecfee2 | 82| 108| 0|19dca228-34a4-4d77-a6ed-f37000a0784c | 21|NA | 6|
#> |f916e4d1-c26b-470a-9967-fc61d1abaea8 | 81| 108| 0|19dca228-34a4-4d77-a6ed-f37000a0784c | 21|NA | 6|
#> |d7714f1e-0ed2-46ea-a94d-54a6c6423e39 | 80| 108| 0|4835bdfb-bcab-45a8-aa78-d0335d285220 | 22|NA | 6|
#> |ac42b381-4d3b-42b4-96fb-676d43a8c4e7 | 75| 108| 0|0c88ba70-ef1d-4d2d-95da-5527c4e51c0a | 23|NA | 6|
#> |dc7bf25b-e18b-4b9e-bb34-5d7a1e762eb2 | 75| 108| 0|4afe5401-101e-4a23-ad79-517c8c047008 | 23|NA | 6|
#> |710d6dd7-3298-4104-b587-720bce467a5d | 82| 108| 0|19dca228-34a4-4d77-a6ed-f37000a0784c | 25|NA | 6|
#> |73ee3484-5e59-4c77-b65d-063d292c3fae | 78| 108| 0|710d6dd7-3298-4104-b587-720bce467a5d | 25|NA | 6|
#> |c1c69337-eb3e-4427-a578-26f94bf3aeaf | 83| 108| 0|73ee3484-5e59-4c77-b65d-063d292c3fae | 25|NA | 6|
#> |06cb950d-7ce3-4163-8639-87fc03c97baf | 82| 108| 0|fffffe7f-941f-4f1c-9449-3ab28c426a8f | 28|NA | 6|
#> |7edc66f0-1fe0-4394-80e4-2af1e3417ab4 | 79| 108| 0|aa282193-df9a-45ec-aa92-ab0a02ac9d11 | 28|NA | 6|
#> |fffffe7f-941f-4f1c-9449-3ab28c426a8f | 82| 108| 0|06cb950d-7ce3-4163-8639-87fc03c97baf | 28|NA | 6|
#> |5846a00f-16a3-445e-8bb3-c47bed6e87de | 88| 108| 0|710d6dd7-3298-4104-b587-720bce467a5d | 29|NA | 6|
#> |5af8ce19-7712-40ed-99ff-84c2adc7117e | 92| 108| 0|249696fd-c955-46a0-81d2-f8850f376cda | 30|NA | 6|
#> |bb93cc2f-0cf1-4c27-8def-4ae49885a332 | 92| 108| 0|a073d680-2fa3-4726-991b-e6312ff1e760 | 32|NA | 6|
#> |08a2021d-452b-4e61-8a34-f2b4c0491dea | 102| 108| 0|5af8ce19-7712-40ed-99ff-84c2adc7117e | 33|NA | 6|
#> |337b765b-9a1b-401f-a755-8b4084df104c | 87| 108| 0|710d6dd7-3298-4104-b587-720bce467a5d | 33|NA | 6|
#> |3ef4cdde-bdce-4378-8e12-b7488ff68180 | 94| 108| 0|249696fd-c955-46a0-81d2-f8850f376cda | 33|NA | 6|
#> |50be30c5-86b8-4fd1-bd59-be31d8bd128c | 66| 108| 0|ac42b381-4d3b-42b4-96fb-676d43a8c4e7 | 33|NA | 6|
#> |bd0f7e18-33d7-4922-91cf-04f9db799aef | 68| 106| 0|e046afb4-849a-4365-aad8-d45d02da3248 | 13|NA | 7|
#> |e046afb4-849a-4365-aad8-d45d02da3248 | 68| 106| 0|bd0f7e18-33d7-4922-91cf-04f9db799aef | 13|NA | 7|
#> |0512b5fd-f8f5-49d3-b15b-bec04fa45d6f | 75| 106| 0|3370f726-395a-4675-94fe-9e745e0b36e9 | 14|NA | 7|
#> |308a39a1-2ee0-47ab-a51b-b9630fdabaaa | 75| 106| 0|7e17e322-646f-4d18-957b-ef15adbbdc88 | 14|NA | 7|
#> |3370f726-395a-4675-94fe-9e745e0b36e9 | 75| 106| 0|0512b5fd-f8f5-49d3-b15b-bec04fa45d6f | 14|NA | 7|
#> |7e17e322-646f-4d18-957b-ef15adbbdc88 | 74| 106| 0|308a39a1-2ee0-47ab-a51b-b9630fdabaaa | 14|NA | 7|
#> |78573436-166f-458d-bbb3-d05f86ad4f1f | 82| 106| 0|d7bb2f9b-0d7d-4785-a835-44b2b54256a2 | 15|NA | 7|
#> |d7bb2f9b-0d7d-4785-a835-44b2b54256a2 | 83| 106| 0|78573436-166f-458d-bbb3-d05f86ad4f1f | 15|NA | 7|
#> |0858486a-1d3d-492b-863f-b050cb9fe7af | 74| 106| 0|308a39a1-2ee0-47ab-a51b-b9630fdabaaa | 18|NA | 7|
#> |ed6ffe2b-805d-4041-8bc2-83cb4185fd8a | 81| 106| 0|efd07a36-2c03-4c62-ba72-6980483d2f89 | 18|NA | 7|
#> |efd07a36-2c03-4c62-ba72-6980483d2f89 | 82| 106| 0|ed6ffe2b-805d-4041-8bc2-83cb4185fd8a | 18|NA | 7|
#> |01ff90b2-9750-48b9-9af0-3b7e30d0cdba | 87| 106| 0|c439c668-f218-4b7e-a262-afeee8053c2b | 20|NA | 7|
#> |89da39a9-b3cb-4dec-9c9e-6dca1b97364a | 84| 106| 0|db5e05db-94e9-44aa-9206-3e1c17a7a233 | 20|NA | 7|
#> |c439c668-f218-4b7e-a262-afeee8053c2b | 87| 106| 0|01ff90b2-9750-48b9-9af0-3b7e30d0cdba | 20|NA | 7|
#> |db5e05db-94e9-44aa-9206-3e1c17a7a233 | 85| 106| 0|89da39a9-b3cb-4dec-9c9e-6dca1b97364a | 20|NA | 7|
#> |f1175d29-ce1f-43a7-b3d1-ee26cd1b8cdb | 79| 106| 0|f1cacca5-63c6-44c1-921d-c8257f316b8b | 20|NA | 7|
#> |f1cacca5-63c6-44c1-921d-c8257f316b8b | 79| 106| 0|f1175d29-ce1f-43a7-b3d1-ee26cd1b8cdb | 20|NA | 7|
#> |7bd55484-7e47-4c00-b596-89babccfbb97 | 81| 106| 0|efd07a36-2c03-4c62-ba72-6980483d2f89 | 21|NA | 7|
#> |06fe794d-600a-4c6c-b334-9520a2b981d7 | 83| 106| 0|534155a4-3fe4-4c7b-b25b-fd2c77f53f98 | 22|NA | 7|
#> |534155a4-3fe4-4c7b-b25b-fd2c77f53f98 | 82| 106| 0|78573436-166f-458d-bbb3-d05f86ad4f1f | 22|NA | 7|
#> |595db826-c449-4879-9184-0b61791ab660 | 79| 106| 0|db5e05db-94e9-44aa-9206-3e1c17a7a233 | 22|NA | 7|
#> |5d3dc34a-99e7-45b2-91aa-6b5ca358dc44 | 82| 106| 0|595db826-c449-4879-9184-0b61791ab660 | 23|NA | 7|
#> |6f7f85de-cd2e-4e73-8d4c-240cfe17daa8 | 87| 106| 0|c439c668-f218-4b7e-a262-afeee8053c2b | 23|NA | 7|
#> |e9f8b44c-c507-45a1-8d76-66d886437b8f | 82| 106| 0|f1175d29-ce1f-43a7-b3d1-ee26cd1b8cdb | 23|NA | 7|
#> |913454ce-56df-4c99-b971-4e4eda955676 | 79| 106| 0|f1cacca5-63c6-44c1-921d-c8257f316b8b | 24|NA | 7|
#> |193d5f36-93b9-4c97-9205-13aa7e3a6c7f | 75| 106| 0|e046afb4-849a-4365-aad8-d45d02da3248 | 25|NA | 7|
#> |48b6eb33-4658-41a4-9157-9ad94b88a167 | 82| 106| 0|53af8663-5847-4b57-bda0-704939fab7e5 | 25|NA | 7|
#> |53af8663-5847-4b57-bda0-704939fab7e5 | 82| 106| 0|48b6eb33-4658-41a4-9157-9ad94b88a167 | 25|NA | 7|
#> |1d6e050b-879a-4955-9dcf-5e6324c7393a | 89| 106| 0|7bd55484-7e47-4c00-b596-89babccfbb97 | 26|NA | 7|
#> |38c67f40-2045-454f-bd6c-7944ce020ce5 | 88| 106| 0|c439c668-f218-4b7e-a262-afeee8053c2b | 30|NA | 7|
#> |d3a9b6cb-fb33-46f0-b140-308331a1fa7e | 94| 106| 0|1d6e050b-879a-4955-9dcf-5e6324c7393a | 32|NA | 7|
#> |ffeec4b5-dbaa-4e40-a9a7-da2de4cc0b5d | 91| 106| 0|ed6ffe2b-805d-4041-8bc2-83cb4185fd8a | 33|NA | 7|
#> |17dec336-9b1c-4536-9963-908cf2784978 | 86| 106| 0|5d3dc34a-99e7-45b2-91aa-6b5ca358dc44 | 35|NA | 7|
#> |dc3dc2b8-797c-475a-a018-20bd421f8e5e | 102| 106| 0|1d6e050b-879a-4955-9dcf-5e6324c7393a | 35|NA | 7|
#> |0745d10c-c6ac-44c1-9f61-dbd46419c271 | 85| 121| 0|6b835b66-dc02-4a25-a0b3-d80adef56ea0 | 14|NA | 8|
#> |2cd180e8-7f2b-460b-82b5-fb9d163f8e7b | 83| 121| 0|6b835b66-dc02-4a25-a0b3-d80adef56ea0 | 14|NA | 8|
#> |6b835b66-dc02-4a25-a0b3-d80adef56ea0 | 84| 121| 0|2cd180e8-7f2b-460b-82b5-fb9d163f8e7b | 14|NA | 8|
#> |71fc1419-1434-4a65-822f-4da3979b1c88 | 80| 121| 0|d8aafff1-a2a8-48e4-8b87-f22153632b4a | 14|NA | 8|
#> |c05a9ca3-45ff-4067-afe9-af1ab0ef5fb0 | 79| 121| 0|d8aafff1-a2a8-48e4-8b87-f22153632b4a | 14|NA | 8|
#> |d8aafff1-a2a8-48e4-8b87-f22153632b4a | 79| 121| 0|c05a9ca3-45ff-4067-afe9-af1ab0ef5fb0 | 14|NA | 8|
#> |630d0067-d84a-4fd0-8c36-029e87913c40 | 85| 121| 0|6b835b66-dc02-4a25-a0b3-d80adef56ea0 | 16|NA | 8|
#> |484cab4d-cfcd-4b5c-8da1-c4b2e20db0be | 81| 121| 0|6db9c4f6-df65-4a14-929a-a9981aff9864 | 17|NA | 8|
#> |6db9c4f6-df65-4a14-929a-a9981aff9864 | 82| 121| 0|484cab4d-cfcd-4b5c-8da1-c4b2e20db0be | 17|NA | 8|
#> |a274d30a-f3d7-4574-b4a3-5e535fa8a34f | 81| 121| 0|f7609a1e-12a6-414a-862c-08e4be6bafa6 | 18|NA | 8|
#> |a5769cfa-fb9f-4bfb-8ef3-6b890ae1d4c2 | 80| 121| 0|484cab4d-cfcd-4b5c-8da1-c4b2e20db0be | 18|NA | 8|
#> |ec9cf6b4-4f58-459e-a090-4f9b7a1d8f4a | 81| 121| 0|a5769cfa-fb9f-4bfb-8ef3-6b890ae1d4c2 | 18|NA | 8|
#> |f7609a1e-12a6-414a-862c-08e4be6bafa6 | 82| 121| 0|a274d30a-f3d7-4574-b4a3-5e535fa8a34f | 18|NA | 8|
#> |12a87b4e-6ac3-4240-accf-3abc5a52c60b | 81| 121| 0|71fc1419-1434-4a65-822f-4da3979b1c88 | 19|NA | 8|
#> |302247d9-6c9d-47f5-892b-37bb22a57caa | 82| 121| 0|484cab4d-cfcd-4b5c-8da1-c4b2e20db0be | 19|NA | 8|
#> |42f91a3d-b442-49f9-9809-453db20262c4 | 78| 121| 0|f7609a1e-12a6-414a-862c-08e4be6bafa6 | 19|NA | 8|
#> |50af880f-9803-408d-8d13-7497b988578b | 84| 121| 0|6db9c4f6-df65-4a14-929a-a9981aff9864 | 19|NA | 8|
#> |9f705b79-56a9-4695-821d-68c7418bbe2c | 81| 121| 0|a274d30a-f3d7-4574-b4a3-5e535fa8a34f | 20|NA | 8|
#> |ea4b161e-df02-4263-84a4-7e2807f5e643 | 78| 121| 0|a274d30a-f3d7-4574-b4a3-5e535fa8a34f | 20|NA | 8|
#> |066b2127-48c0-41ce-aa12-8e17649746a2 | 86| 121| 0|6db9c4f6-df65-4a14-929a-a9981aff9864 | 21|NA | 8|
#> |1b473a2c-71bd-4bcc-8040-621dde1475dc | 82| 121| 0|484cab4d-cfcd-4b5c-8da1-c4b2e20db0be | 22|NA | 8|
#> |6c51a6b0-d9b7-4d48-a26a-54be6c5ae0f5 | 80| 121| 0|71fc1419-1434-4a65-822f-4da3979b1c88 | 22|NA | 8|
#> |f527b0dd-eabc-48ff-b3d0-452189ca8c39 | 81| 121| 0|9f705b79-56a9-4695-821d-68c7418bbe2c | 22|NA | 8|
#> |f86dc53b-c4ad-484f-a32c-fb7ed8562fe3 | 84| 121| 0|302247d9-6c9d-47f5-892b-37bb22a57caa | 22|NA | 8|
#> |dd3a9983-0bcd-4fcd-933b-6c2dea5ea0ca | 80| 121| 0|71fc1419-1434-4a65-822f-4da3979b1c88 | 23|NA | 8|
#> |77e1893a-67b9-4229-96bc-aa3ec6e1f7cc | 86| 121| 0|630d0067-d84a-4fd0-8c36-029e87913c40 | 24|NA | 8|
#> |f45d4ca7-adce-416d-b096-04ab6ff79d12 | 79| 121| 0|6db9c4f6-df65-4a14-929a-a9981aff9864 | 24|NA | 8|
#> |87489f51-4fce-4752-a417-2b0232d3c815 | 88| 121| 0|066b2127-48c0-41ce-aa12-8e17649746a2 | 25|NA | 8|
#> |d1e9699b-f4ea-4d8a-a1e3-40544dd2bd85 | 79| 121| 0|42f91a3d-b442-49f9-9809-453db20262c4 | 25|NA | 8|
#> |1a80239e-a815-4fcd-8549-294fb190c27f | 92| 121| 0|bdcca634-6e9d-434a-bac0-5d17540848e8 | 26|NA | 8|
#> |bdcca634-6e9d-434a-bac0-5d17540848e8 | 93| 121| 0|1a80239e-a815-4fcd-8549-294fb190c27f | 26|NA | 8|
#> |f0fd8ae4-a149-45a7-9cfa-d51e30e7a55c | 79| 121| 0|d8aafff1-a2a8-48e4-8b87-f22153632b4a | 26|NA | 8|
#> |cb89725d-cafd-4e02-bad2-e0020672959e | 88| 121| 0|77e1893a-67b9-4229-96bc-aa3ec6e1f7cc | 27|NA | 8|
#> |2b148a6e-90fc-496b-9d03-061377df2290 | 85| 121| 0|50af880f-9803-408d-8d13-7497b988578b | 28|NA | 8|
#> |67e7482b-a543-40f5-856d-29d5b1c60f9a | 94| 121| 0|1a80239e-a815-4fcd-8549-294fb190c27f | 28|NA | 8|
#> |7f7a6714-a334-4079-bfe4-e590667f4aee | 89| 121| 0|bcd16469-8f6e-4d88-94c9-6fd700e352fa | 28|NA | 8|
#> |90e8ef05-9604-471e-8c1a-94fa5592cc46 | 82| 121| 0|c05a9ca3-45ff-4067-afe9-af1ab0ef5fb0 | 28|NA | 8|
#> |9dac8c9e-a5a5-435d-b28c-82d5f43b2f7f | 81| 121| 0|d8aafff1-a2a8-48e4-8b87-f22153632b4a | 28|NA | 8|
#> |b06c829e-6879-45a1-b499-d684e9bdef6f | 94| 121| 0|c856748b-7958-4903-9636-1dd296cc3d9b | 28|NA | 8|
#> |bcd16469-8f6e-4d88-94c9-6fd700e352fa | 87| 121| 0|7f7a6714-a334-4079-bfe4-e590667f4aee | 28|NA | 8|
#> |c856748b-7958-4903-9636-1dd296cc3d9b | 93| 121| 0|b06c829e-6879-45a1-b499-d684e9bdef6f | 28|NA | 8|
#> |cdefc353-8a56-4efb-8d8a-24ab2fa8c126 | 88| 121| 0|c05a9ca3-45ff-4067-afe9-af1ab0ef5fb0 | 28|NA | 8|
#> |bb818e04-9c40-408e-919f-6b40ff1fdbb3 | 94| 121| 0|1a80239e-a815-4fcd-8549-294fb190c27f | 31|NA | 8|
#> |3b9732e2-a0d7-4dc3-962d-12efcd2ded15 | 75| 121| 0|804f474b-594f-491f-8842-04a6d86ff6cb | 47|NA | 8|
#> |804f474b-594f-491f-8842-04a6d86ff6cb | 67| 121| 0|3b9732e2-a0d7-4dc3-962d-12efcd2ded15 | 47|NA | 8|
#> |d4eba1cf-b43e-4bca-bc3e-fd2af7b0ca2a | 66| 119| 0|ecc3be62-ecec-47a6-a21a-d443e2446e04 | 12|NA | 9|
#> |ecc3be62-ecec-47a6-a21a-d443e2446e04 | 67| 119| 0|d4eba1cf-b43e-4bca-bc3e-fd2af7b0ca2a | 12|NA | 9|
#> |03dab2fa-aaaf-4dd8-a2d3-af4abdd9b106 | 63| 119| 0|57f3fe54-aa84-4452-847f-72fd2179267a | 14|NA | 9|
#> |3dcb10b7-be8f-473c-9660-c44c56a9461c | 67| 119| 0|d4eba1cf-b43e-4bca-bc3e-fd2af7b0ca2a | 14|NA | 9|
#> |57f3fe54-aa84-4452-847f-72fd2179267a | 62| 119| 0|03dab2fa-aaaf-4dd8-a2d3-af4abdd9b106 | 14|NA | 9|
#> |7522b9d9-8362-4c3b-acf4-90520298eced | 71| 119| 0|d4eba1cf-b43e-4bca-bc3e-fd2af7b0ca2a | 20|NA | 9|
#> |47805345-24da-4d53-a915-98d708d78638 | 78| 119| 0|4cbeb812-1df8-4e04-a933-a11ed0c8e1d6 | 22|NA | 9|
#> |4cbeb812-1df8-4e04-a933-a11ed0c8e1d6 | 78| 119| 0|47805345-24da-4d53-a915-98d708d78638 | 22|NA | 9|
#> |726e3ac2-ce24-4821-b0c8-94a94be3c622 | 80| 119| 0|85b38bb4-a3d4-41b0-b3f2-617ac91d23d6 | 22|NA | 9|
#> |85b38bb4-a3d4-41b0-b3f2-617ac91d23d6 | 79| 119| 0|726e3ac2-ce24-4821-b0c8-94a94be3c622 | 22|NA | 9|
#> |9b479f8f-0f87-40a3-870f-7ca55c3bc093 | 61| 119| 0|57f3fe54-aa84-4452-847f-72fd2179267a | 22|NA | 9|
#> |a75295c7-8aca-4f58-8630-2b1b8eec6cc3 | 76| 119| 0|4cbeb812-1df8-4e04-a933-a11ed0c8e1d6 | 22|NA | 9|
#> |03e9f370-8ba2-4267-8d39-39c6d607cc2b | 83| 119| 0|4abe8c61-29ea-4451-b54f-6d16078acc96 | 23|NA | 9|
#> |4abe8c61-29ea-4451-b54f-6d16078acc96 | 79| 119| 0|03e9f370-8ba2-4267-8d39-39c6d607cc2b | 23|NA | 9|
#> |84e4d83b-0d74-40d3-a73f-64c9746e3b57 | 67| 119| 0|57f3fe54-aa84-4452-847f-72fd2179267a | 23|NA | 9|
#> |cd3bec1c-0a3b-4e13-9936-29dc6f3e1944 | 76| 119| 0|efdf1bd7-8fe6-46ab-bf5e-4a933c7e2d7d | 23|NA | 9|
#> |efdf1bd7-8fe6-46ab-bf5e-4a933c7e2d7d | 78| 119| 1|cd3bec1c-0a3b-4e13-9936-29dc6f3e1944 | 23|NA | 9|
#> |38348c11-bfcc-4052-99e8-4ab2877c9540 | 83| 119| 0|03e9f370-8ba2-4267-8d39-39c6d607cc2b | 24|NA | 9|
#> |4ce51648-8cea-4087-9656-33d0270dbf9d | 79| 119| 0|726e3ac2-ce24-4821-b0c8-94a94be3c622 | 24|NA | 9|
#> |6065fa1c-b49d-46e6-bf7f-7853d19dca66 | 76| 119| 0|acc90068-cd78-4477-97db-bacd288645bb | 25|NA | 9|
#> |7f2e66bb-302f-4ceb-9630-138ab95f58b6 | 77| 119| 0|6065fa1c-b49d-46e6-bf7f-7853d19dca66 | 25|NA | 9|
#> |acc90068-cd78-4477-97db-bacd288645bb | 78| 119| 0|6065fa1c-b49d-46e6-bf7f-7853d19dca66 | 25|NA | 9|
#> |df2e8b64-8a25-411f-a80f-9d40bd8a5088 | 82| 119| 0|38348c11-bfcc-4052-99e8-4ab2877c9540 | 25|NA | 9|
#> |48e8896b-d1be-4600-8839-2d8b994ebcfb | 79| 119| 0|4ce51648-8cea-4087-9656-33d0270dbf9d | 26|NA | 9|
#> |7b982dd4-7ba4-4b40-9d08-a13fde07fe04 | 80| 119| 0|4cbeb812-1df8-4e04-a933-a11ed0c8e1d6 | 26|NA | 9|
#> |d41482f2-7ae1-42e1-82ac-dd3f99fdff87 | 78| 119| 0|726e3ac2-ce24-4821-b0c8-94a94be3c622 | 26|NA | 9|
#> |e8b1ba82-59df-4910-b9c8-29bc3fd516ab | 80| 119| 0|a75295c7-8aca-4f58-8630-2b1b8eec6cc3 | 26|NA | 9|
#> |368db42e-b7e8-4f10-b8ae-adda66fa701b | 80| 119| 0|efdf1bd7-8fe6-46ab-bf5e-4a933c7e2d7d | 28|NA | 9|
#> |a50e61cb-e68e-490e-acfb-f9eed2cecc39 | 79| 119| 0|85b38bb4-a3d4-41b0-b3f2-617ac91d23d6 | 28|NA | 9|
#> |15e45b20-6b76-448a-997b-f8624f2646df | 92| 119| 1|ed819761-bae0-4459-a0e3-e2725cbdf97b | 29|NA | 9|
#> |2f122d8f-ceaf-4ddb-9f9d-82ffc16002c5 | 72| 119| 0|acc90068-cd78-4477-97db-bacd288645bb | 29|NA | 9|
#> |36d5dddc-a024-4f1b-b947-993a284bac4c | 86| 119| 1|15e45b20-6b76-448a-997b-f8624f2646df | 29|NA | 9|
#> |ed819761-bae0-4459-a0e3-e2725cbdf97b | 86| 119| 0|15e45b20-6b76-448a-997b-f8624f2646df | 29|NA | 9|
#> |98b22397-8ffd-460e-8ff7-1aa5172714b7 | 87| 119| 0|f29fa946-7e5e-4be2-982e-52759b06e358 | 30|NA | 9|
#> |f29fa946-7e5e-4be2-982e-52759b06e358 | 83| 119| 0|98b22397-8ffd-460e-8ff7-1aa5172714b7 | 30|NA | 9|
#> |a8b63ba2-2c18-438c-b079-3725e2240533 | 85| 119| 1|4abe8c61-29ea-4451-b54f-6d16078acc96 | 31|NA | 9|
#> |3438f313-24e6-46fc-9597-cec440a737ce | 80| 119| 0|368db42e-b7e8-4f10-b8ae-adda66fa701b | 32|NA | 9|
#> |073de5e9-f798-4d31-9190-e606ecb19cbe | 85| 119| 0|df2e8b64-8a25-411f-a80f-9d40bd8a5088 | 33|NA | 9|
#> |31742119-37a2-4a4c-a688-15efa7914aff | 85| 119| 1|e8b1ba82-59df-4910-b9c8-29bc3fd516ab | 33|NA | 9|
#> |c782eb6a-2a07-4567-9944-73acb4f6bd3a | 86| 119| 0|f29fa946-7e5e-4be2-982e-52759b06e358 | 33|NA | 9|
#> |1738fc41-949a-47dc-8cc2-16701f8d9d3d | 76| 119| 0|7f2e66bb-302f-4ceb-9630-138ab95f58b6 | 34|NA | 9|
#> |64a019e3-c92e-40fa-b88a-68b89f259991 | 84| 119| 0|efdf1bd7-8fe6-46ab-bf5e-4a933c7e2d7d | 34|NA | 9|
#> |d4c59de2-444d-4050-8ce3-6e8613434e26 | 93| 119| 2|36d5dddc-a024-4f1b-b947-993a284bac4c | 34|NA | 9|
#> |761cd67e-2ba6-4753-8360-8ad6dc516a57 | 82| 119| 4|efdf1bd7-8fe6-46ab-bf5e-4a933c7e2d7d | 36|NA | 9|
#> |06db5f52-b621-4ae6-ab59-36f874992785 | 92| 119| 1|36d5dddc-a024-4f1b-b947-993a284bac4c | 37|NA | 9|
#> |047dc194-0b92-4bfb-8d1e-cec371bcf4a4 | 93| 119| 1|36d5dddc-a024-4f1b-b947-993a284bac4c | 38|NA | 9|
#> |176d70eb-b76d-4b16-9069-b19ecda5fc01 | 78| 108| 0|7a35f34b-d26c-4af5-89b3-79367bd2a60e | 12|NA | 10|
#> |7a35f34b-d26c-4af5-89b3-79367bd2a60e | 78| 108| 0|176d70eb-b76d-4b16-9069-b19ecda5fc01 | 12|NA | 10|
#> |1faf0516-59a2-40e0-b3ad-649a51c7c223 | 78| 108| 0|176d70eb-b76d-4b16-9069-b19ecda5fc01 | 13|NA | 10|
#> |051ffa8d-83c9-481a-9cd5-ba26be41a2a7 | 78| 108| 0|7a35f34b-d26c-4af5-89b3-79367bd2a60e | 14|NA | 10|
#> |ec687b3b-6525-417c-91dc-7afcf72f8a5b | 79| 108| 0|ef376151-621d-42c1-920c-d0bcb5673fd1 | 14|NA | 10|
#> |ef376151-621d-42c1-920c-d0bcb5673fd1 | 78| 108| 0|ec687b3b-6525-417c-91dc-7afcf72f8a5b | 14|NA | 10|
#> |31260dc4-056a-4e29-b035-66b32fd89f24 | 78| 108| 0|ef376151-621d-42c1-920c-d0bcb5673fd1 | 15|NA | 10|
#> |25f1b8e3-83a0-49fe-b8b1-431013d38fba | 61| 108| 0|afed3595-091a-44bb-ab38-7148a9acc43e | 16|NA | 10|
#> |afed3595-091a-44bb-ab38-7148a9acc43e | 65| 108| 0|25f1b8e3-83a0-49fe-b8b1-431013d38fba | 16|NA | 10|
#> |ca4d43c6-645a-4c5d-8423-df1359c0bc96 | 77| 108| 0|ef376151-621d-42c1-920c-d0bcb5673fd1 | 16|NA | 10|
#> |1dd884f0-7ef0-480a-b920-80a833930e7f | 80| 108| 0|ac53cb8e-fefd-47de-af22-d0e74cdd4203 | 17|NA | 10|
#> |22c70be3-32de-4dce-b4af-ef3891f4bcb4 | 77| 108| 0|ca4d43c6-645a-4c5d-8423-df1359c0bc96 | 17|NA | 10|
#> |3b751874-1a54-4a28-b2e0-b68196a7dbbf | 80| 108| 0|3c581874-a84b-47ca-8246-11757774e822 | 17|NA | 10|
#> |3c581874-a84b-47ca-8246-11757774e822 | 80| 108| 0|3b751874-1a54-4a28-b2e0-b68196a7dbbf | 17|NA | 10|
#> |5d2aa2a2-3fdb-4931-8576-c06d4cf39e76 | 78| 108| 0|1faf0516-59a2-40e0-b3ad-649a51c7c223 | 17|NA | 10|
#> |92054e7c-40e9-4865-a6b3-4b3b3a6ef324 | 78| 108| 0|fcb0bc76-0285-4746-a001-4c3e4da00dcf | 17|NA | 10|
#> |a623fa12-b26e-4e74-86e8-5e937ab99c38 | 78| 108| 0|fcb0bc76-0285-4746-a001-4c3e4da00dcf | 17|NA | 10|
#> |ac53cb8e-fefd-47de-af22-d0e74cdd4203 | 80| 108| 0|1dd884f0-7ef0-480a-b920-80a833930e7f | 17|NA | 10|
#> |fcb0bc76-0285-4746-a001-4c3e4da00dcf | 76| 108| 0|92054e7c-40e9-4865-a6b3-4b3b3a6ef324 | 17|NA | 10|
#> |1c2fc250-d834-46f0-bee8-2d7006a8c949 | 81| 108| 0|3c581874-a84b-47ca-8246-11757774e822 | 18|NA | 10|
#> |2777683b-aa86-40b7-8da1-77dcc2e4d553 | 78| 108| 0|176d70eb-b76d-4b16-9069-b19ecda5fc01 | 19|NA | 10|
#> |51fb48f7-b490-4942-91d9-e06ce08f1d8e | 79| 108| 0|2777683b-aa86-40b7-8da1-77dcc2e4d553 | 19|NA | 10|
#> |56d5c94b-ef5a-434c-9e75-3ccac24dd90b | 80| 108| 0|ef376151-621d-42c1-920c-d0bcb5673fd1 | 19|NA | 10|
#> |3fbf82e7-8009-44b7-bb09-eabd9e38b18c | 82| 108| 0|1c2fc250-d834-46f0-bee8-2d7006a8c949 | 20|NA | 10|
#> |445d24d4-9fe2-4780-973c-af2449ee8edd | 79| 108| 0|ef376151-621d-42c1-920c-d0bcb5673fd1 | 20|NA | 10|
#> |535756ac-5565-4f96-801d-936dded1f31a | 78| 108| 0|a623fa12-b26e-4e74-86e8-5e937ab99c38 | 20|NA | 10|
#> |637f7322-93cd-450c-bb56-82de0d4b59e8 | 77| 108| 0|92054e7c-40e9-4865-a6b3-4b3b3a6ef324 | 20|NA | 10|
#> |92426be1-c046-495d-a6af-069ed71091ee | 81| 108| 0|3c581874-a84b-47ca-8246-11757774e822 | 21|NA | 10|
#> |7f45446d-9423-4410-96ab-a992e99303b6 | 81| 108| 0|56d5c94b-ef5a-434c-9e75-3ccac24dd90b | 22|NA | 10|
#> |179da050-9011-490b-8447-23ec5e8bf84b | 79| 108| 0|56d5c94b-ef5a-434c-9e75-3ccac24dd90b | 23|NA | 10|
#> |04301938-0851-4ced-a438-9177b16d61e1 | 64| 108| 0|35e07137-9ffa-4cf7-9108-e42cd4dcc8b3 | 24|NA | 10|
#> |35e07137-9ffa-4cf7-9108-e42cd4dcc8b3 | 63| 108| 0|04301938-0851-4ced-a438-9177b16d61e1 | 24|NA | 10|
#> |ade0be71-9b99-41f8-94a7-a9995ddaab9e | 82| 108| 0|1c2fc250-d834-46f0-bee8-2d7006a8c949 | 25|NA | 10|
#> |86d4a823-af6f-418c-bacb-3906f7fcf0c0 | 83| 108| 0|92054e7c-40e9-4865-a6b3-4b3b3a6ef324 | 28|NA | 10|
#> |45b5246d-fca7-4bf2-92e3-1d762b658a07 | 90| 108| 0|3b751874-1a54-4a28-b2e0-b68196a7dbbf | 30|NA | 10|
#> |9be16d4b-44cb-4466-b2b4-ac30751b81e6 | 63| 108| 0|35e07137-9ffa-4cf7-9108-e42cd4dcc8b3 | 35|NA | 10|
#> |690a6c4c-512e-4ad4-87b6-6be5b161f16f | 87| 117| 1|d8678dfe-5429-44f8-b33f-a2df5ec11b7e | 20|NA | 11|
#> |d8678dfe-5429-44f8-b33f-a2df5ec11b7e | 83| 117| 0|690a6c4c-512e-4ad4-87b6-6be5b161f16f | 20|NA | 11|
#> |0d4fafd8-9243-4a05-be2a-2100c2e60185 | 80| 117| 3|23a48948-6905-4769-aeb5-8818ba5a83ab | 21|NA | 11|
#> |23a48948-6905-4769-aeb5-8818ba5a83ab | 82| 117| 1|0d4fafd8-9243-4a05-be2a-2100c2e60185 | 21|NA | 11|
#> |74ac4d3a-f0c9-4b90-953e-8c073398a908 | 80| 117| 1|87d64595-1a2f-4cd2-99b3-723134f45ff6 | 22|NA | 11|
#> |87d64595-1a2f-4cd2-99b3-723134f45ff6 | 80| 117| 3|74ac4d3a-f0c9-4b90-953e-8c073398a908 | 22|NA | 11|
#> |ab10a5a4-45b2-46d2-a731-eccc80e1a956 | 82| 117| 1|87d64595-1a2f-4cd2-99b3-723134f45ff6 | 22|NA | 11|
#> |222d5a7f-1962-4516-9127-6f5c2e574f96 | 82| 117| 0|d7c40e2c-3880-42f6-86af-c8b17a320529 | 23|NA | 11|
#> |7e2275a7-de3f-4721-8b33-4cd7b89e01b2 | 85| 117| 0|d8678dfe-5429-44f8-b33f-a2df5ec11b7e | 23|NA | 11|
#> |916f1917-3613-4cc3-a3b6-978e31926c7e | 83| 117| 3|23a48948-6905-4769-aeb5-8818ba5a83ab | 23|NA | 11|
#> |d7c40e2c-3880-42f6-86af-c8b17a320529 | 81| 117| 1|222d5a7f-1962-4516-9127-6f5c2e574f96 | 23|NA | 11|
#> |ef05bbaf-4125-4e0f-858d-66b7690e47ba | 80| 117| 1|916f1917-3613-4cc3-a3b6-978e31926c7e | 23|NA | 11|
#> |367d6c37-ba91-40de-aed7-d66376a44349 | 85| 117| 0|d8678dfe-5429-44f8-b33f-a2df5ec11b7e | 24|NA | 11|
#> |db3a1618-e910-4841-b965-240cce14cc7d | 78| 117| 6|87d64595-1a2f-4cd2-99b3-723134f45ff6 | 24|NA | 11|
#> |0705256e-c70a-49ed-8432-6ade34191df2 | 79| 117| 4|db3a1618-e910-4841-b965-240cce14cc7d | 25|NA | 11|
#> |0b0578ef-4b09-47e9-9afa-663ec4550fe1 | 79| 117| 0|ef05bbaf-4125-4e0f-858d-66b7690e47ba | 25|NA | 11|
#> |2d46d647-1ad9-4ad5-90f0-0eabee91a650 | 82| 117| 2|d8678dfe-5429-44f8-b33f-a2df5ec11b7e | 25|NA | 11|
#> |3272a70c-e591-4b11-8f0d-2d804d4af4c3 | 77| 117| 4|dc499548-3308-4207-ac8f-3a14fc92baf0 | 25|NA | 11|
#> |c928be0f-0f0e-4a56-8603-501f533f2fc6 | 83| 117| 0|ab10a5a4-45b2-46d2-a731-eccc80e1a956 | 25|NA | 11|
#> |dc499548-3308-4207-ac8f-3a14fc92baf0 | 77| 117| 4|3272a70c-e591-4b11-8f0d-2d804d4af4c3 | 25|NA | 11|
#> |17bf8248-6797-44dc-b746-7bb626a87e56 | 86| 117| 0|7e2275a7-de3f-4721-8b33-4cd7b89e01b2 | 26|NA | 11|
#> |22c80a10-ddc1-42df-adc4-16d0beaaf0be | 86| 117| 0|d8678dfe-5429-44f8-b33f-a2df5ec11b7e | 26|NA | 11|
#> |b5ee8a7e-5c0e-43ae-ae8c-ff04a6cb66be | 83| 117| 1|d7c40e2c-3880-42f6-86af-c8b17a320529 | 26|NA | 11|
#> |d9675b77-c913-48b1-b791-9c1bd53c4707 | 80| 117| 1|ab10a5a4-45b2-46d2-a731-eccc80e1a956 | 26|NA | 11|
#> |248f7774-319a-4368-91d2-a1f8dec9972d | 81| 117| 1|8c7568cb-0815-4b9a-a19e-89b3db792441 | 27|NA | 11|
#> |3db35843-4422-4f8d-bce8-2588fbe4b940 | 65| 117| 1|cc73c878-71e9-44b1-9156-49c33d86731b | 27|NA | 11|
#> |5525589b-a078-423e-a577-e55d469a7545 | 78| 117| 5|dc499548-3308-4207-ac8f-3a14fc92baf0 | 27|NA | 11|
#> |8c7568cb-0815-4b9a-a19e-89b3db792441 | 81| 117| 0|248f7774-319a-4368-91d2-a1f8dec9972d | 27|NA | 11|
#> |b427827c-949b-4524-a802-7432285b5ced | 81| 117| 0|222d5a7f-1962-4516-9127-6f5c2e574f96 | 27|NA | 11|
#> |b4cea2b3-59e7-4cf1-b421-a1cbe073b2a6 | 84| 117| 0|23a48948-6905-4769-aeb5-8818ba5a83ab | 27|NA | 11|
#> |cc73c878-71e9-44b1-9156-49c33d86731b | 61| 117| 2|3db35843-4422-4f8d-bce8-2588fbe4b940 | 27|NA | 11|
#> |27ddcf78-77b0-422f-975a-239c1c8ef7f8 | 93| 117| 0|6cb6e1dc-3d68-4d49-9d4a-29e3cb992f37 | 28|NA | 11|
#> |6cb6e1dc-3d68-4d49-9d4a-29e3cb992f37 | 94| 117| 0|27ddcf78-77b0-422f-975a-239c1c8ef7f8 | 28|NA | 11|
#> |bb7cb050-5b65-43c9-b7bb-2de4f56ecdda | 77| 117| 2|0b0578ef-4b09-47e9-9afa-663ec4550fe1 | 28|NA | 11|
#> |6b3fbb51-b206-4235-a291-7830e81211c4 | 99| 117| 2|c1b4823d-97ae-4991-bda4-1ed68cebf87a | 29|NA | 11|
#> |c1b4823d-97ae-4991-bda4-1ed68cebf87a | 100| 117| 1|6b3fbb51-b206-4235-a291-7830e81211c4 | 29|NA | 11|
#> |c8cd633e-c48a-4f35-8c30-efde8458d5e4 | 88| 117| 0|7e2275a7-de3f-4721-8b33-4cd7b89e01b2 | 29|NA | 11|
#> |bd2a7c9f-4eed-4943-b39a-659d5c1d9a31 | 74| 117| 1|d9675b77-c913-48b1-b791-9c1bd53c4707 | 30|NA | 11|
#> |21c59d50-bcd7-4987-a5ba-2375e36cfffc | 81| 117| 0|8c7568cb-0815-4b9a-a19e-89b3db792441 | 31|NA | 11|
#> |6cc33991-da29-464e-8a58-9cedd6448906 | 71| 117| 4|cc73c878-71e9-44b1-9156-49c33d86731b | 31|NA | 11|
#> |f0e2a213-47f2-4c67-8a57-335b08111709 | 94| 117| 0|27ddcf78-77b0-422f-975a-239c1c8ef7f8 | 34|NA | 11|
#> |97ad6294-30c6-454e-a0b3-42126415b767 | 97| 117| 1|6cb6e1dc-3d68-4d49-9d4a-29e3cb992f37 | 36|NA | 11|
#> |bc6df6b9-c888-4cd3-9198-a52f3a1eb677 | 77| 117| 0|0b0578ef-4b09-47e9-9afa-663ec4550fe1 | 41|NA | 11|
#> |070c0833-0e20-4363-a6d8-9d75c2d53f5f | 78| 102| 1|c14a4afd-7f11-4424-b56f-52f118119310 | 19|NA | 12|
#> |745ce148-192b-42bf-9dc1-63d6860fed81 | 61| 102| 1|f28e9f8d-f9a4-4039-9ddf-2491518d2af3 | 19|NA | 12|
#> |c14a4afd-7f11-4424-b56f-52f118119310 | 78| 102| 0|070c0833-0e20-4363-a6d8-9d75c2d53f5f | 19|NA | 12|
#> |f28e9f8d-f9a4-4039-9ddf-2491518d2af3 | 60| 102| 1|745ce148-192b-42bf-9dc1-63d6860fed81 | 19|NA | 12|
#> |90e04250-0e94-42a2-8a3d-676df3dd7edb | 60| 102| 1|f28e9f8d-f9a4-4039-9ddf-2491518d2af3 | 21|NA | 12|
#> |d04074f2-cbbe-48be-9837-ccf3dc8e186e | 60| 102| 1|745ce148-192b-42bf-9dc1-63d6860fed81 | 21|NA | 12|
#> |affbb7a0-8f9a-4495-9f11-2a6881f2f0c0 | 73| 102| 1|c84ef39b-23f5-4074-92b2-d65a19400d6b | 22|NA | 12|
#> |c84ef39b-23f5-4074-92b2-d65a19400d6b | 75| 102| 1|affbb7a0-8f9a-4495-9f11-2a6881f2f0c0 | 22|NA | 12|
#> |1238747b-6616-4c8e-9a1f-571c2927d66d | 64| 102| 0|90e04250-0e94-42a2-8a3d-676df3dd7edb | 23|NA | 12|
#> |16034477-27ab-4ad1-b474-9007fb84459d | 77| 102| 0|affbb7a0-8f9a-4495-9f11-2a6881f2f0c0 | 24|NA | 12|
#> |73a82f82-244b-4755-b83c-4cbb556153df | 76| 102| 1|addb622d-b133-46a6-a8ce-7d1e06017039 | 24|NA | 12|
#> |addb622d-b133-46a6-a8ce-7d1e06017039 | 75| 102| 0|73a82f82-244b-4755-b83c-4cbb556153df | 24|NA | 12|
#> |40d8ee6f-8e47-497a-9005-fde107b209b8 | 62| 102| 0|5a2d6c59-3675-4da0-8af5-eeeda3142981 | 25|NA | 12|
#> |57c86053-e7dd-419d-b3f1-f369c0ed0f58 | 76| 102| 3|b9c55773-0ff9-45e2-8a28-6866751da703 | 25|NA | 12|
#> |5a2d6c59-3675-4da0-8af5-eeeda3142981 | 64| 102| 0|40d8ee6f-8e47-497a-9005-fde107b209b8 | 25|NA | 12|
#> |7830fb2b-ed9b-4113-8d67-f8810c9e8ebd | 73| 102| 2|affbb7a0-8f9a-4495-9f11-2a6881f2f0c0 | 25|NA | 12|
#> |b9c55773-0ff9-45e2-8a28-6866751da703 | 77| 102| 2|57c86053-e7dd-419d-b3f1-f369c0ed0f58 | 25|NA | 12|
#> |4bbb11b1-3744-4837-a931-4b8f22436468 | 77| 102| 2|b9c55773-0ff9-45e2-8a28-6866751da703 | 26|NA | 12|
#> |fe149b3f-2b5c-48ba-a30f-46b48b8be9fa | 76| 102| 1|addb622d-b133-46a6-a8ce-7d1e06017039 | 26|NA | 12|
#> |0ddf4d03-0de6-47b1-abdc-b8a512fcf691 | 77| 102| 2|addb622d-b133-46a6-a8ce-7d1e06017039 | 27|NA | 12|
#> |3dbe6df8-c2d7-449d-8082-c2b92738ce4d | 77| 102| 1|c84ef39b-23f5-4074-92b2-d65a19400d6b | 27|NA | 12|
#> |5b4e7415-7545-4ef0-b4ac-78cfaf0acb24 | 73| 102| 1|affbb7a0-8f9a-4495-9f11-2a6881f2f0c0 | 27|NA | 12|
#> |a8d89047-792f-4d95-9adf-25e2e42ff66d | 74| 102| 3|fe149b3f-2b5c-48ba-a30f-46b48b8be9fa | 27|NA | 12|
#> |019bc718-c06a-46b8-bba8-c84f6c6efbd5 | 80| 102| 0|3dbe6df8-c2d7-449d-8082-c2b92738ce4d | 28|NA | 12|
#> |13eeef38-d32c-42d8-90d3-fd5220bba30c | 82| 102| 1|16034477-27ab-4ad1-b474-9007fb84459d | 28|NA | 12|
#> |3f56bbbd-ce1d-4e3a-bcc6-488fc41e386c | 79| 102| 1|b9c55773-0ff9-45e2-8a28-6866751da703 | 28|NA | 12|
#> |4d85549c-0925-4b5f-ac49-ca335f299c41 | 74| 102| 2|c84ef39b-23f5-4074-92b2-d65a19400d6b | 28|NA | 12|
#> |b6f8bbe1-3f5d-4634-bc47-c5a3925fbda1 | 78| 102| 1|fe149b3f-2b5c-48ba-a30f-46b48b8be9fa | 28|NA | 12|
#> |211ba328-98b5-4e80-9343-5057b83df2f8 | 80| 102| 1|8e435d38-ed78-49ed-ab8b-6ed722cddcf8 | 29|NA | 12|
#> |3c83a1f4-4c03-46ea-b1c9-57edd853aef0 | 76| 102| 3|fe149b3f-2b5c-48ba-a30f-46b48b8be9fa | 29|NA | 12|
#> |8ccfabd3-aebe-47c1-9c25-73b5e0090f64 | 77| 102| 1|57c86053-e7dd-419d-b3f1-f369c0ed0f58 | 29|NA | 12|
#> |8e435d38-ed78-49ed-ab8b-6ed722cddcf8 | 84| 102| 2|211ba328-98b5-4e80-9343-5057b83df2f8 | 29|NA | 12|
#> |a84cf1af-961f-4945-98b2-df091dcd0673 | 79| 102| 2|b6f8bbe1-3f5d-4634-bc47-c5a3925fbda1 | 30|NA | 12|
#> |7876e9f9-c025-4c79-8e95-7037dc2f7fc8 | 82| 102| 1|b9c55773-0ff9-45e2-8a28-6866751da703 | 31|NA | 12|
#> |3e7f5ded-c46c-4e75-bdc4-1d6aee1050d7 | 84| 102| 2|63a7a554-eb14-41c6-9d43-25d913118ad0 | 32|NA | 12|
#> |4b90c5db-dfa7-4006-a753-16fcd8858d26 | 76| 102| 1|4d85549c-0925-4b5f-ac49-ca335f299c41 | 32|NA | 12|
#> |4cc40a76-f2cb-4b92-9921-29b68210eea9 | 80| 102| 3|211ba328-98b5-4e80-9343-5057b83df2f8 | 32|NA | 12|
#> |5f5fe801-d457-42a0-bcf3-ebc746126067 | 82| 102| 0|57c86053-e7dd-419d-b3f1-f369c0ed0f58 | 32|NA | 12|
#> |63a7a554-eb14-41c6-9d43-25d913118ad0 | 84| 102| 0|3e7f5ded-c46c-4e75-bdc4-1d6aee1050d7 | 32|NA | 12|
#> |05ae93e1-ff59-4631-ae3f-4a1ead1ce0de | 83| 102| 1|b6f8bbe1-3f5d-4634-bc47-c5a3925fbda1 | 33|NA | 12|
#> |6d33cee4-cd78-4aeb-8596-d569f9fbfc92 | 76| 102| 0|57c86053-e7dd-419d-b3f1-f369c0ed0f58 | 34|NA | 12|
#> |527d1ddc-8396-4647-806d-f3ed66615eae | 82| 102| 3|affbb7a0-8f9a-4495-9f11-2a6881f2f0c0 | 35|NA | 12|
#> |a52c231b-20c5-4520-bf73-d86410b0f26c | 80| 102| 0|4bbb11b1-3744-4837-a931-4b8f22436468 | 36|NA | 12|
#> |04e28a1d-fc2a-4384-b889-e56c498bc485 | 89| 102| 1|c14a4afd-7f11-4424-b56f-52f118119310 | 43|NA | 12|
#> |4f863316-d463-45be-952a-dc5087aa8665 | 79| 112| 0|902e5311-2c57-40e6-aac1-23b9750487c1 | 23|NA | 13|
#> |5e22416b-bebf-434f-97f5-379d18c9f5de | 84| 112| 1|8820cc05-4a20-476a-9595-c36f1c186dd4 | 23|NA | 13|
#> |8820cc05-4a20-476a-9595-c36f1c186dd4 | 81| 112| 1|5e22416b-bebf-434f-97f5-379d18c9f5de | 23|NA | 13|
#> |902e5311-2c57-40e6-aac1-23b9750487c1 | 78| 112| 0|4f863316-d463-45be-952a-dc5087aa8665 | 23|NA | 13|
#> |d0b34fce-1a81-4f69-82ef-ef5de2545490 | 79| 112| 0|4f863316-d463-45be-952a-dc5087aa8665 | 24|NA | 13|
#> |e005e719-57c4-44a3-ac2f-5d6d1ff68831 | 86| 112| 0|902e5311-2c57-40e6-aac1-23b9750487c1 | 24|NA | 13|
#> |54aa9acc-e3b1-4059-a12b-d6a5788f2a19 | 76| 112| 0|8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe | 25|NA | 13|
#> |8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe | 78| 112| 0|54aa9acc-e3b1-4059-a12b-d6a5788f2a19 | 25|NA | 13|
#> |44b2eb1a-97d6-4730-b320-4ddd0b60d7e3 | 75| 112| 0|8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe | 26|NA | 13|
#> |8a03508c-27e6-47f2-8fce-667313ac568e | 80| 112| 0|929d60f8-ed9c-4c42-9ee1-cb4a67e4ba27 | 26|NA | 13|
#> |929d60f8-ed9c-4c42-9ee1-cb4a67e4ba27 | 79| 112| 0|8a03508c-27e6-47f2-8fce-667313ac568e | 26|NA | 13|
#> |079ca322-78b0-49c8-bf8f-f0008287d33a | 83| 112| 0|e005e719-57c4-44a3-ac2f-5d6d1ff68831 | 27|NA | 13|
#> |8a3ee0e6-9b60-4eda-9a17-335f5faa61e8 | 80| 112| 0|54aa9acc-e3b1-4059-a12b-d6a5788f2a19 | 27|NA | 13|
#> |5fb0e903-9a11-436a-93da-0c4322401a24 | 78| 112| 0|902e5311-2c57-40e6-aac1-23b9750487c1 | 28|NA | 13|
#> |b53c7160-320a-4b99-b4ee-352478322c88 | 79| 112| 1|4f863316-d463-45be-952a-dc5087aa8665 | 28|NA | 13|
#> |a3cab401-8d40-4634-b98b-dc6e31e648d4 | 84| 112| 0|e005e719-57c4-44a3-ac2f-5d6d1ff68831 | 30|NA | 13|
#> |b1563c79-bc54-4b6f-b89c-f4d721354d1f | 79| 112| 1|b53c7160-320a-4b99-b4ee-352478322c88 | 30|NA | 13|
#> |b5b1d37a-e27a-4c35-a0f5-2cde9d6dfd06 | 77| 112| 0|54aa9acc-e3b1-4059-a12b-d6a5788f2a19 | 30|NA | 13|
#> |aebc1733-a28b-458f-a9e5-268d36abf166 | 79| 112| 0|929d60f8-ed9c-4c42-9ee1-cb4a67e4ba27 | 31|NA | 13|
#> |11a18825-d36f-41b0-b182-c33235da1e36 | 80| 112| 0|5fb0e903-9a11-436a-93da-0c4322401a24 | 32|NA | 13|
#> |96b0e173-ca4c-4a3c-9934-31893a6ffa68 | 83| 112| 0|8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe | 32|NA | 13|
#> |a6e63161-185d-49c4-b697-11e3d15e79ac | 74| 112| 0|54aa9acc-e3b1-4059-a12b-d6a5788f2a19 | 32|NA | 13|
#> |b2e8f69f-9814-4328-9622-9479697994fb | 82| 112| 0|8820cc05-4a20-476a-9595-c36f1c186dd4 | 32|NA | 13|
#> |f2eeb636-e822-4345-af85-4e2d7d3c052a | 85| 112| 1|a3cab401-8d40-4634-b98b-dc6e31e648d4 | 32|NA | 13|
#> |fef2ae8c-f28e-486a-8ba6-e46563de2204 | 84| 112| 0|54aa9acc-e3b1-4059-a12b-d6a5788f2a19 | 33|NA | 13|
#> |3788bd35-56db-4e18-a387-7fd9aa71ea30 | 89| 112| 0|aebc1733-a28b-458f-a9e5-268d36abf166 | 34|NA | 13|
#> |38fe6a1a-d68e-49de-8e7b-8370fd94a15d | 88| 112| 0|f2ac2281-0e5f-40f0-8171-bdc492602cff | 34|NA | 13|
#> |ac26e24d-12be-4729-bae7-21060ee00a28 | 79| 112| 0|44b2eb1a-97d6-4730-b320-4ddd0b60d7e3 | 34|NA | 13|
#> |f2ac2281-0e5f-40f0-8171-bdc492602cff | 88| 112| 1|b2e8f69f-9814-4328-9622-9479697994fb | 34|NA | 13|
#> |f773c225-1f2e-4d5e-bcf0-57b46bc24cfe | 85| 112| 1|fef2ae8c-f28e-486a-8ba6-e46563de2204 | 34|NA | 13|
#> |6b9a70e2-51d9-4112-98e7-b35471e61711 | 84| 112| 0|f641c23a-d22f-408d-9560-af2ac213db15 | 36|NA | 13|
#> |dcf2753a-6ea2-40f5-b493-3527931ef96c | 85| 112| 0|b2e8f69f-9814-4328-9622-9479697994fb | 36|NA | 13|
#> |dfcc5ef5-2be3-45c5-aa48-499572f82c41 | 82| 112| 0|aebc1733-a28b-458f-a9e5-268d36abf166 | 36|NA | 13|
#> |f641c23a-d22f-408d-9560-af2ac213db15 | 85| 112| 0|6b9a70e2-51d9-4112-98e7-b35471e61711 | 36|NA | 13|
#> |2b49e747-84e8-429a-95a0-8d25f6448aa0 | 82| 112| 0|a6e63161-185d-49c4-b697-11e3d15e79ac | 37|NA | 13|
#> |c9a98919-ed43-4fcb-aed5-0739d74ade22 | 87| 112| 0|902e5311-2c57-40e6-aac1-23b9750487c1 | 37|NA | 13|
#> |d2a6ce79-e5e2-4ab1-9e8c-3bb6a9826ea9 | 83| 112| 1|6b9a70e2-51d9-4112-98e7-b35471e61711 | 37|NA | 13|
#> |5d6f3dc2-d850-4b1d-9c6a-f12c917420e3 | 94| 112| 0|e005e719-57c4-44a3-ac2f-5d6d1ff68831 | 38|NA | 13|
#> |a69d0bc5-8cd0-4d08-a85a-934bb85ae974 | 92| 112| 0|dcf2753a-6ea2-40f5-b493-3527931ef96c | 39|NA | 13|
#> |f08a474e-0733-4255-a48f-4e0ad39ff124 | 81| 112| 1|4f863316-d463-45be-952a-dc5087aa8665 | 44|NA | 13|
#> |8790ce5c-1c35-41a2-b3c0-538f937d5397 | 65| 112| 0|b53c7160-320a-4b99-b4ee-352478322c88 | 61|NA | 13|
#> |8d857fe1-85d1-41ee-baca-c0c1a7b2ec58 | 75| 122| 0|c5c20f82-edee-4f3e-b923-4f53144be80d | 17|NA | 14|
#> |c5c20f82-edee-4f3e-b923-4f53144be80d | 75| 122| 0|8d857fe1-85d1-41ee-baca-c0c1a7b2ec58 | 17|NA | 14|
#> |73a498c7-78c6-44fe-a986-db6b3c941891 | 78| 122| 0|d0708773-d801-42f9-942c-29beea31585b | 19|NA | 14|
#> |d0708773-d801-42f9-942c-29beea31585b | 76| 122| 1|73a498c7-78c6-44fe-a986-db6b3c941891 | 19|NA | 14|
#> |4fdf6a7a-3f91-46da-94fa-bc68b3f8b6b1 | 75| 122| 0|572156f3-dec0-4fef-8c58-d2d89dcbde29 | 20|NA | 14|
#> |572156f3-dec0-4fef-8c58-d2d89dcbde29 | 76| 122| 0|4fdf6a7a-3f91-46da-94fa-bc68b3f8b6b1 | 20|NA | 14|
#> |8b8af232-1d72-4ddc-ae50-f1be0e48c256 | 79| 122| 0|572156f3-dec0-4fef-8c58-d2d89dcbde29 | 22|NA | 14|
#> |0ada0c5c-727d-405f-a90c-31bda9459ab4 | 84| 122| 0|1332b30b-d342-4e9e-a7f2-1ccaf1e344a0 | 23|NA | 14|
#> |1332b30b-d342-4e9e-a7f2-1ccaf1e344a0 | 87| 122| 0|0ada0c5c-727d-405f-a90c-31bda9459ab4 | 23|NA | 14|
#> |5ce25ead-4d26-44fb-ae51-51d97a0993ae | 77| 122| 0|572156f3-dec0-4fef-8c58-d2d89dcbde29 | 23|NA | 14|
#> |f4fd3b5c-3b0b-40f8-b862-ed46871a0a97 | 81| 122| 0|572156f3-dec0-4fef-8c58-d2d89dcbde29 | 24|NA | 14|
#> |177ce159-6d3e-4ab2-8915-1dd68a9dae13 | 87| 122| 0|cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 | 25|NA | 14|
#> |8d50e03e-f424-4fe4-94da-19da63ce2e5a | 80| 122| 0|a1178e62-5f3e-4fc4-9edc-ec2ea968110a | 25|NA | 14|
#> |9cf0d61a-ea7e-47ea-9174-9c7a62aa9e1c | 79| 122| 0|ebd762d4-fc80-4db0-a3bf-5afc1b6aece3 | 25|NA | 14|
#> |a1178e62-5f3e-4fc4-9edc-ec2ea968110a | 80| 122| 0|8d50e03e-f424-4fe4-94da-19da63ce2e5a | 25|NA | 14|
#> |cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 | 84| 122| 0|177ce159-6d3e-4ab2-8915-1dd68a9dae13 | 25|NA | 14|
#> |ebd762d4-fc80-4db0-a3bf-5afc1b6aece3 | 78| 122| 0|9cf0d61a-ea7e-47ea-9174-9c7a62aa9e1c | 25|NA | 14|
#> |a305ecf7-1abd-4b7e-92e1-b3c37b0db6f6 | 77| 122| 0|ebd762d4-fc80-4db0-a3bf-5afc1b6aece3 | 26|NA | 14|
#> |e735a6c9-f9d3-4c6d-b179-380c50fad675 | 85| 122| 1|0ada0c5c-727d-405f-a90c-31bda9459ab4 | 26|NA | 14|
#> |1b261039-fce0-4b9b-9562-bdfe770aa863 | 81| 122| 0|d9d413da-2f0c-407b-89ed-e06187ac96fe | 27|NA | 14|
#> |d9d413da-2f0c-407b-89ed-e06187ac96fe | 82| 122| 0|1b261039-fce0-4b9b-9562-bdfe770aa863 | 27|NA | 14|
#> |eefb7d19-c792-45b5-bc1a-f5e22fdbc942 | 79| 122| 1|572156f3-dec0-4fef-8c58-d2d89dcbde29 | 27|NA | 14|
#> |01a19c9f-9f78-4bc9-a5a8-6f8b0bd3c19d | 79| 122| 0|d9d413da-2f0c-407b-89ed-e06187ac96fe | 28|NA | 14|
#> |269ed294-6279-4439-8ee2-072af941579d | 85| 122| 0|cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 | 28|NA | 14|
#> |964ce8d1-c27b-4ba9-b49a-e43194892934 | 86| 122| 0|aabe8274-73d4-48fa-821f-f299e38b9428 | 28|NA | 14|
#> |aabe8274-73d4-48fa-821f-f299e38b9428 | 80| 122| 0|f4fd3b5c-3b0b-40f8-b862-ed46871a0a97 | 28|NA | 14|
#> |dd242a83-bec7-4171-83a3-715596c7bf45 | 83| 122| 0|a1178e62-5f3e-4fc4-9edc-ec2ea968110a | 28|NA | 14|
#> |461998c8-b713-4612-bcb6-1c22da76bbb8 | 84| 122| 0|f4fd3b5c-3b0b-40f8-b862-ed46871a0a97 | 29|NA | 14|
#> |b9a654dd-921c-40e8-91d8-69e8b7a944b0 | 93| 122| 0|fcd36db7-53f2-4e1e-81f2-6e579dea697b | 29|NA | 14|
#> |c9aaa542-118f-4e42-93de-fb0916572541 | 80| 122| 0|a1178e62-5f3e-4fc4-9edc-ec2ea968110a | 29|NA | 14|
#> |e60eac54-7feb-419f-99e4-14c20b263ce6 | 87| 122| 0|cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 | 29|NA | 14|
#> |fcd36db7-53f2-4e1e-81f2-6e579dea697b | 93| 122| 0|b9a654dd-921c-40e8-91d8-69e8b7a944b0 | 29|NA | 14|
#> |3d9d4768-00b0-4db9-b975-44703e09f735 | 87| 122| 0|dd242a83-bec7-4171-83a3-715596c7bf45 | 30|NA | 14|
#> |b4f92064-12ea-4970-b0f5-fd309de1dda3 | 81| 122| 0|cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 | 30|NA | 14|
#> |c838dc0f-3c0d-421b-ab1f-c44e77d12a65 | 85| 122| 0|e735a6c9-f9d3-4c6d-b179-380c50fad675 | 30|NA | 14|
#> |206f0400-ad75-4339-831e-2d23a0d9f394 | 83| 122| 0|177ce159-6d3e-4ab2-8915-1dd68a9dae13 | 32|NA | 14|
#> |64d354bc-1d85-4f6b-a721-7a6380de5905 | 82| 122| 0|8b8af232-1d72-4ddc-ae50-f1be0e48c256 | 32|NA | 14|
#> |98aae274-c193-4992-8dbd-25133a01bdbc | 84| 122| 0|ebd762d4-fc80-4db0-a3bf-5afc1b6aece3 | 33|NA | 14|
#> |987dbeee-d809-4a62-b2ed-15a1673f4f18 | 88| 122| 0|8d50e03e-f424-4fe4-94da-19da63ce2e5a | 35|NA | 14|
#> |feb3747f-e11d-4a5d-8a6d-5613bebf0d34 | 94| 122| 0|cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 | 35|NA | 14|
#> |6fd599cd-ce5e-4352-8a98-54fe7a6db025 | 84| 122| 0|5ce25ead-4d26-44fb-ae51-51d97a0993ae | 36|NA | 14|
#> |f27f299a-3bb1-402a-8d50-b2a675e9342d | 88| 122| 0|e60eac54-7feb-419f-99e4-14c20b263ce6 | 37|NA | 14|
#> |b0d9366d-ee65-480d-9a75-71e9949c0bfe | 90| 122| 0|a1178e62-5f3e-4fc4-9edc-ec2ea968110a | 39|NA | 14|
#> |f949f8ee-6536-4627-a850-dc0b092ba379 | 92| 122| 0|c9aaa542-118f-4e42-93de-fb0916572541 | 41|NA | 14|
#> |29478171-3f64-47c0-9ad7-ab326334c816 | 75| 114| 0|8213552e-1efd-4f48-9c20-55b59c0d519a | 16|NA | 15|
#> |407984dd-075f-49b9-b808-2772fc5399ec | 81| 114| 0|e32f8759-362e-4ce2-820b-d6eac36a92ff | 16|NA | 15|
#> |8213552e-1efd-4f48-9c20-55b59c0d519a | 76| 114| 0|29478171-3f64-47c0-9ad7-ab326334c816 | 16|NA | 15|
#> |e32f8759-362e-4ce2-820b-d6eac36a92ff | 83| 114| 0|e5b86fa6-dffa-46dd-9d28-27dd9e11009b | 16|NA | 15|
#> |e5b86fa6-dffa-46dd-9d28-27dd9e11009b | 83| 114| 0|e32f8759-362e-4ce2-820b-d6eac36a92ff | 16|NA | 15|
#> |03f9bc62-8a14-49eb-8b24-02992fc4dc31 | 79| 114| 2|11067dc4-45b5-4b35-8d43-5dec9f7276c5 | 17|NA | 15|
#> |11067dc4-45b5-4b35-8d43-5dec9f7276c5 | 80| 114| 1|03f9bc62-8a14-49eb-8b24-02992fc4dc31 | 17|NA | 15|
#> |5c80617f-88b4-441d-8990-cdb3c33559e0 | 65| 114| 2|a352cda0-719c-44ae-8b97-28868a09b3f2 | 17|NA | 15|
#> |5dd64ff7-453c-4ef4-b642-ef5d778a426b | 80| 114| 3|d752c413-dce7-48aa-a2b2-3de90c1bb218 | 17|NA | 15|
#> |a352cda0-719c-44ae-8b97-28868a09b3f2 | 65| 114| 2|5c80617f-88b4-441d-8990-cdb3c33559e0 | 17|NA | 15|
#> |d752c413-dce7-48aa-a2b2-3de90c1bb218 | 79| 114| 3|5dd64ff7-453c-4ef4-b642-ef5d778a426b | 17|NA | 15|
#> |65a41685-a367-453e-87d2-33f0e9d16f5b | 77| 114| 3|7309b048-b6d5-4250-bf12-c7648dee943e | 18|NA | 15|
#> |7309b048-b6d5-4250-bf12-c7648dee943e | 79| 114| 2|65a41685-a367-453e-87d2-33f0e9d16f5b | 18|NA | 15|
#> |a11f3cee-428d-4cbd-8c9b-41fd9a5d2697 | 79| 114| 1|ab5f789b-a3a4-4ee6-a781-53b3366bbd62 | 18|NA | 15|
#> |ab5f789b-a3a4-4ee6-a781-53b3366bbd62 | 78| 114| 0|a11f3cee-428d-4cbd-8c9b-41fd9a5d2697 | 18|NA | 15|
#> |cfb721ab-e7b5-4b01-ac3a-c536c5fe8517 | 65| 114| 2|5c80617f-88b4-441d-8990-cdb3c33559e0 | 18|NA | 15|
#> |0349b616-aeb9-49e4-a3dc-e8e7ca9ac9cf | 75| 114| 0|ab5f789b-a3a4-4ee6-a781-53b3366bbd62 | 19|NA | 15|
#> |0cb07ddc-7e09-46bc-9fb2-1b561beb626b | 78| 114| 0|5648ad59-deb6-48ca-82aa-03f87d9eed65 | 19|NA | 15|
#> |1475ab22-557c-4c93-ba46-68427f29375a | 76| 114| 0|8213552e-1efd-4f48-9c20-55b59c0d519a | 19|NA | 15|
#> |1fcf8417-5cd9-4c65-9090-83e828881939 | 79| 114| 0|34cba4d1-371e-425b-a189-cb1cb3519ade | 19|NA | 15|
#> |34cba4d1-371e-425b-a189-cb1cb3519ade | 79| 114| 0|1fcf8417-5cd9-4c65-9090-83e828881939 | 19|NA | 15|
#> |5648ad59-deb6-48ca-82aa-03f87d9eed65 | 78| 114| 0|0cb07ddc-7e09-46bc-9fb2-1b561beb626b | 19|NA | 15|
#> |6ea080da-0f73-4738-9f9d-d7ade4921b81 | 76| 114| 0|8213552e-1efd-4f48-9c20-55b59c0d519a | 20|NA | 15|
#> |a701d97f-4e2e-448c-aa1c-7764766949b2 | 78| 114| 0|d4142ede-2082-4091-accc-0989c34d6516 | 21|NA | 15|
#> |d4142ede-2082-4091-accc-0989c34d6516 | 84| 114| 0|a701d97f-4e2e-448c-aa1c-7764766949b2 | 21|NA | 15|
#> |f3b6a597-198f-4f29-acc4-725af22f7d36 | 78| 114| 0|a701d97f-4e2e-448c-aa1c-7764766949b2 | 21|NA | 15|
#> |686846a0-5733-420f-99d5-b690233045d6 | 62| 114| 4|a352cda0-719c-44ae-8b97-28868a09b3f2 | 23|NA | 15|
#> |7f2a0c6a-529b-481f-963f-a96dca2ec034 | 78| 114| 0|29478171-3f64-47c0-9ad7-ab326334c816 | 24|NA | 15|
#> |f58a7fda-27e8-4003-90b3-479bebbb99ab | 80| 114| 2|65a41685-a367-453e-87d2-33f0e9d16f5b | 24|NA | 15|
#> |101e7fa9-eacd-40a8-bab0-4630488b8e1d | 74| 114| 0|29478171-3f64-47c0-9ad7-ab326334c816 | 25|NA | 15|
#> |28b90cbb-2cf0-41c5-9ee1-1c719c0d4c02 | 80| 114| 0|7f2a0c6a-529b-481f-963f-a96dca2ec034 | 25|NA | 15|
#> |9ea03a5e-aad9-46b3-99bc-7c0786d1abce | 81| 114| 2|0cb07ddc-7e09-46bc-9fb2-1b561beb626b | 26|NA | 15|
#> |271266e6-c46c-484f-8a15-f6cf8842ad1b | 76| 114| 1|0349b616-aeb9-49e4-a3dc-e8e7ca9ac9cf | 27|NA | 15|
#> |489b4d13-7eaf-4732-af22-28d6cfd77466 | 73| 114| 3|1fcf8417-5cd9-4c65-9090-83e828881939 | 27|NA | 15|
#> |728e4de0-7356-4bb5-9db4-9479b3ffe098 | 79| 114| 0|a701d97f-4e2e-448c-aa1c-7764766949b2 | 27|NA | 15|
#> |d0146e32-794a-473f-94f0-3e4ef936c611 | 78| 114| 0|ab5f789b-a3a4-4ee6-a781-53b3366bbd62 | 28|NA | 15|
#> |6c7176cc-dfcf-495e-bc45-90c9e1be5b85 | 74| 114| 0|101e7fa9-eacd-40a8-bab0-4630488b8e1d | 29|NA | 15|
#> |842b1321-7ab5-4494-b98b-29ae93fc654e | 81| 114| 0|d4142ede-2082-4091-accc-0989c34d6516 | 30|NA | 15|
#> |a2b29065-a74c-4f23-b934-cbfd784b7694 | 81| 114| 2|f58a7fda-27e8-4003-90b3-479bebbb99ab | 31|NA | 15|
#> |b8e9df47-3fa9-4b6b-bce2-23ee70c99edf | 80| 114| 0|d0146e32-794a-473f-94f0-3e4ef936c611 | 31|NA | 15|
#> |cdabab21-dfbd-400c-bf7e-b839bab338c3 | 85| 114| 1|407984dd-075f-49b9-b808-2772fc5399ec | 33|NA | 15|
#> |3eb02c30-b6d4-4ecc-a54a-2ecdf279378f | 79| 114| 1|489b4d13-7eaf-4732-af22-28d6cfd77466 | 36|NA | 15|
#> |1563cb60-2ff8-4862-88d5-07c4c44b5276 | 92| 114| 0|8213552e-1efd-4f48-9c20-55b59c0d519a | 54|NA | 15|
#> |6327d956-0d50-47cb-9855-ad45d511d5f0 | 78| 115| 0|aba05031-600b-47dd-b796-ccee5218eaa6 | 17|NA | 16|
#> |aba05031-600b-47dd-b796-ccee5218eaa6 | 76| 115| 0|6327d956-0d50-47cb-9855-ad45d511d5f0 | 17|NA | 16|
#> |28f9117a-eca8-468c-a84f-ed61c57d3684 | 78| 115| 0|4f8f7347-33f5-4577-9cf6-7dee7303c361 | 18|NA | 16|
#> |4f8f7347-33f5-4577-9cf6-7dee7303c361 | 77| 115| 0|aba05031-600b-47dd-b796-ccee5218eaa6 | 18|NA | 16|
#> |ddf228d9-6ab5-4959-a472-d03bc9a05ac9 | 78| 115| 0|28f9117a-eca8-468c-a84f-ed61c57d3684 | 18|NA | 16|
#> |0dda59af-a080-40b5-a7d9-b6fbae8ab43c | 77| 115| 0|6327d956-0d50-47cb-9855-ad45d511d5f0 | 19|NA | 16|
#> |3413afd2-8f05-4a6e-8ec7-5d64dc8fea23 | 84| 115| 0|619adc01-9f9c-4199-a489-16589286f58f | 19|NA | 16|
#> |619adc01-9f9c-4199-a489-16589286f58f | 80| 115| 0|956b5ed0-5a62-41b7-aec3-af93fbc5b494 | 19|NA | 16|
#> |93a2f68f-4909-4639-a829-39f4666d6465 | 76| 115| 0|6327d956-0d50-47cb-9855-ad45d511d5f0 | 19|NA | 16|
#> |956b5ed0-5a62-41b7-aec3-af93fbc5b494 | 78| 115| 0|619adc01-9f9c-4199-a489-16589286f58f | 19|NA | 16|
#> |2c20d4d5-7311-4be2-b4cd-9bab2eddab6e | 70| 115| 2|b6f713ac-98d5-455b-8c30-8d337a510313 | 21|NA | 16|
#> |3716ef48-d61c-44d8-98aa-d89e3641ceb0 | 76| 115| 0|956b5ed0-5a62-41b7-aec3-af93fbc5b494 | 21|NA | 16|
#> |45de0f25-41f8-4ba4-80c3-0f7c58af9838 | 80| 115| 0|6327d956-0d50-47cb-9855-ad45d511d5f0 | 21|NA | 16|
#> |b6f713ac-98d5-455b-8c30-8d337a510313 | 71| 115| 2|2c20d4d5-7311-4be2-b4cd-9bab2eddab6e | 21|NA | 16|
#> |c8ce5f8d-daf1-48a7-a1d6-a26df910f42e | 77| 115| 0|4f8f7347-33f5-4577-9cf6-7dee7303c361 | 21|NA | 16|
#> |4620f363-4c9a-46e3-a437-3472daabc485 | 79| 115| 0|8c5bbe08-fac3-40d9-b05f-922bfcc39e75 | 22|NA | 16|
#> |6bfc35f4-e5cb-434a-8402-aa7afa85def0 | 90| 115| 0|f0be03a5-11e5-4bca-b6e7-c2d4a296de8b | 22|NA | 16|
#> |8c5bbe08-fac3-40d9-b05f-922bfcc39e75 | 79| 115| 0|4620f363-4c9a-46e3-a437-3472daabc485 | 22|NA | 16|
#> |aa7abd06-d608-4004-8d96-d66352fc7dc6 | 79| 115| 0|619adc01-9f9c-4199-a489-16589286f58f | 22|NA | 16|
#> |bf3578a6-7017-4b7c-8f54-4dcdf91cb1df | 79| 115| 0|4620f363-4c9a-46e3-a437-3472daabc485 | 22|NA | 16|
#> |f0be03a5-11e5-4bca-b6e7-c2d4a296de8b | 89| 115| 0|6bfc35f4-e5cb-434a-8402-aa7afa85def0 | 22|NA | 16|
#> |b48b528a-46c3-4f63-bb39-703161bd10a2 | 70| 115| 3|2c20d4d5-7311-4be2-b4cd-9bab2eddab6e | 23|NA | 16|
#> |d479e990-7e7b-44d4-935d-720462d347e6 | 81| 115| 0|619adc01-9f9c-4199-a489-16589286f58f | 24|NA | 16|
#> |f290d99e-b4e5-4268-b39f-b43f84ce5595 | 76| 115| 0|0dda59af-a080-40b5-a7d9-b6fbae8ab43c | 24|NA | 16|
#> |fb6de818-692c-4551-b866-85cb2b669d30 | 83| 115| 0|6327d956-0d50-47cb-9855-ad45d511d5f0 | 24|NA | 16|
#> |6b57599c-ad60-44a6-a2e6-09145e129f47 | 81| 115| 0|28f9117a-eca8-468c-a84f-ed61c57d3684 | 25|NA | 16|
#> |883d401a-7c84-4a8b-8730-34f8659b3b30 | 85| 115| 0|fb6de818-692c-4551-b866-85cb2b669d30 | 25|NA | 16|
#> |eb3b9935-fa0b-4d54-8058-3b629f1421ad | 85| 115| 0|3413afd2-8f05-4a6e-8ec7-5d64dc8fea23 | 25|NA | 16|
#> |e22abfbb-1dbe-47b9-b7cb-3014de7570cb | 84| 115| 0|6b57599c-ad60-44a6-a2e6-09145e129f47 | 26|NA | 16|
#> |0b74b52d-d221-4b81-a5e6-9f9db48b1f86 | 78| 115| 0|6c9e9356-5810-43d2-bf5c-a2044ecef219 | 27|NA | 16|
#> |16972c44-2376-41cd-b24f-de4f0d6b7d1c | 89| 115| 0|c50e380e-64a4-4cee-84f2-daaebdbb78db | 27|NA | 16|
#> |6c9e9356-5810-43d2-bf5c-a2044ecef219 | 78| 115| 0|0b74b52d-d221-4b81-a5e6-9f9db48b1f86 | 27|NA | 16|
#> |c50e380e-64a4-4cee-84f2-daaebdbb78db | 90| 115| 0|16972c44-2376-41cd-b24f-de4f0d6b7d1c | 27|NA | 16|
#> |5f5b64bc-c53b-40fb-98cd-a615205b5954 | 93| 115| 0|c746e682-cb56-4604-95df-b200a98d3a8e | 28|NA | 16|
#> |c746e682-cb56-4604-95df-b200a98d3a8e | 88| 115| 0|5f5b64bc-c53b-40fb-98cd-a615205b5954 | 28|NA | 16|
#> |1f97f421-40a5-4c4d-9ec5-569d58718c5f | 85| 115| 2|fb6de818-692c-4551-b866-85cb2b669d30 | 29|NA | 16|
#> |7c71081a-1ba9-43fd-8ba7-eb46c43dc79f | 95| 115| 1|5f5b64bc-c53b-40fb-98cd-a615205b5954 | 30|NA | 16|
#> |7f52b0c7-36bd-4473-8dc8-5f6fc47ef044 | 78| 115| 0|81ae2bfd-6c29-4846-b171-9512ec8eda41 | 30|NA | 16|
#> |81ae2bfd-6c29-4846-b171-9512ec8eda41 | 81| 115| 0|7f52b0c7-36bd-4473-8dc8-5f6fc47ef044 | 30|NA | 16|
#> |b67bf5ec-a2b3-4c34-8bb3-25410ee92082 | 84| 115| 1|883d401a-7c84-4a8b-8730-34f8659b3b30 | 31|NA | 16|
#> |936d601e-31c1-4ac7-a80c-bd03c58b3e31 | 68| 115| 5|b48b528a-46c3-4f63-bb39-703161bd10a2 | 32|NA | 16|
#> |6fb6b60c-70cf-4940-8f3d-603cf7d7c6c2 | 78| 115| 1|aa7abd06-d608-4004-8d96-d66352fc7dc6 | 38|NA | 16|
#> |c9b3a3df-4775-4ba3-bc1c-1b8237f714c4 | 75| 115| 0|6327d956-0d50-47cb-9855-ad45d511d5f0 | 40|NA | 16|
#> |fcc6b9e8-c72a-4228-8dc0-6e803114b6d6 | 93| 115| 0|7f52b0c7-36bd-4473-8dc8-5f6fc47ef044 | 53|NA | 16|