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, .)
#> uuid num_cols_not_NA total_columns_compared
#> 1 44614627-c152-4f24-a3ca-87a58b2f2e3f 65 118
#> 2 a537a7a3-468c-4661-8b7b-93e43e9b8a3b 63 118
#> 3 4cf2c1c2-75a9-4be1-ab1a-09e0b0bec0bd 87 118
#> 4 b6dc0988-15d1-49c6-859f-b0e63c18485b 86 118
#> 5 55e388ed-fdf2-4d53-96b8-8c406947cad3 64 118
#> 6 38d2f047-3036-458b-95fb-fc86f5b7924e 84 118
#> 7 48f2f69f-4958-4180-8f31-e3eb3dedc28d 83 118
#> 8 75d75b42-97a8-46d2-b3f7-aa7d6c06d093 85 118
#> 9 7df40f95-cfa5-4358-a2d3-fb33b765c874 84 118
#> 10 b02683e0-c490-45e8-88e0-17e2323a8c1d 84 118
#> 11 d3580458-1cc8-43a9-8223-6003969c2b2e 83 118
#> 12 2a5fb51c-6859-466e-9b94-d7b1fb46e3f6 83 118
#> 13 c6ac4b19-5044-441e-a6f0-7fd7b2c99c4a 62 118
#> 14 f3df4ca7-4f81-40ba-aecb-d3e4e3a6b1a0 83 118
#> 15 254ea540-e575-410a-bfb8-47fa8e360b52 84 118
#> 16 04bbe708-2822-4d11-95b1-091d325af146 84 118
#> 17 1475f988-dc46-40ce-b0fe-0c74085337e9 86 118
#> 18 bd36bf9d-39ad-47af-8a34-522e03a76c59 84 118
#> 19 cb60b40a-4aaa-4595-b278-6ade8ac80592 83 118
#> 20 b4588be7-aa42-47de-9d00-e85ec968c1fa 76 118
#> 21 5c49cb45-6fcb-4044-bbf6-1855f7a6fcab 93 118
#> 22 bc4516b9-5ceb-420b-9020-3618d1662296 74 118
#> 23 d23b83e6-f01d-4e78-ba45-8fcfba666d80 74 118
#> 24 d624f796-cda7-4a41-ba9d-f36f50e951c2 90 118
#> 25 4fed8f95-0138-4d8c-81d2-1a1bcb79824c 78 118
#> 26 960a7bcf-c551-4565-b4da-cc4d68b53365 82 118
#> 27 a434003a-1071-444c-8dda-57364bb6beca 82 118
#> 28 544b1eee-67e2-4bd5-be99-61ae5f7e1e22 87 118
#> 29 a37512fa-f4ea-4c6c-a873-851f69df6c93 80 118
#> 30 2db6149a-3e4a-45d6-9eff-b4e24784694e 83 118
#> 31 d010858b-4842-453b-80fb-d7d14da404d0 90 118
#> 32 d9ff616f-b3ac-4eae-88dc-601946260d82 80 118
#> 33 c3a52fa9-63f5-4d02-b2b0-6eebbef944a7 88 118
#> 34 51324001-970c-4fb5-bacf-de696e1b7eaa 87 118
#> 35 4c7be65c-6953-41b0-8674-2d21db8095b5 89 118
#> 36 84c8db18-b1fa-4ba6-a764-b77b642353a3 84 118
#> 37 1c92e3e0-a24f-4d16-8f4c-ca2ea4690889 60 109
#> 38 3642eb50-19ac-437f-9f5a-e28161e7715e 59 109
#> 39 0342944a-8719-4a9b-9924-c74767ecd97d 81 109
#> 40 f957351f-45f0-47cf-aefc-6a2a794ee544 80 109
#> 41 03183d24-0275-43fe-8976-d076f29de590 80 109
#> 42 0ea5f0ab-e95e-4b05-add1-d5440b935082 79 109
#> 43 20e365e1-c5da-4f98-a065-b533deb645e5 80 109
#> 44 20434ebb-fd0c-4859-9f6e-d19abed33b89 78 109
#> 45 678127b9-71df-49b7-a4f0-1b32bbc55e76 82 109
#> 46 d71faa4f-cc6f-4a51-ae40-f7fa7ed9f796 81 109
#> 47 f34d7a3e-335d-468c-bd2d-09f85917e31e 61 109
#> 48 3b7ec7c0-e897-4e24-8edd-0c01b8db7c91 80 109
#> 49 f08aa565-8b59-4215-ba5e-ff3a8b956792 84 109
#> 50 73c87a2f-eb82-4eea-85a6-68d0cfffb9a0 80 109
#> 51 e9b4738a-8b40-4eaf-864b-cd7b59122421 81 109
#> 52 308b7de7-7f09-4578-8373-8c81f74480f4 78 109
#> 53 b49c4775-7251-4da1-9769-41b3fa9606b9 81 109
#> 54 17bad766-fc25-49fe-a041-c6503e05941d 75 109
#> 55 327b5947-a8eb-427d-a5a1-23f08cc9c4dd 80 109
#> 56 e4e3a8a3-9aed-4a71-994e-5b187338038e 77 109
#> 57 3f21ac6a-0745-4a8c-9047-f115ad732737 79 109
#> 58 818b0141-919e-4ba1-816b-e2fc62c78037 83 109
#> 59 62f10b4a-69ac-417f-acd8-bf5016790637 82 109
#> 60 09369f18-18e9-4336-b111-2738b1a49011 89 109
#> 61 f6db2b97-53fc-4b0e-8428-8830d837412d 94 109
#> 62 5205540c-6019-4137-9c18-fb597d5af35c 86 109
#> 63 d6f4659f-e17e-48ef-b806-16c07b7ab619 78 109
#> 64 0be815d6-1f31-4d4d-8775-6043df8b9f03 63 118
#> 65 c18fc8f9-c8b7-4ba3-8e61-4460c3604a9d 65 118
#> 66 6087d62d-cf3a-41d0-9748-558a86511f85 62 118
#> 67 816f41ec-603e-4d5d-a284-8bdb9cbf913d 65 118
#> 68 989c78b5-6244-4f7c-b95f-bc81975c3cf2 86 118
#> 69 e02e6220-306e-4835-a9c7-c87817c2195e 87 118
#> 70 159209cf-5c2b-4d41-ad8d-e125dcdfd882 84 118
#> 71 39828cd5-de09-4fc4-a261-c58eb4144f9f 83 118
#> 72 4abf00da-a378-4bea-b974-d1adf5ad198b 83 118
#> 73 4d988823-97ab-4420-a6da-a3b24e9dfb46 85 118
#> 74 6126df70-c958-4a52-b4f5-c527151e6023 84 118
#> 75 740d7b13-a517-45bb-835a-cef2ff492856 84 118
#> 76 ac7a0a20-5aa8-407f-9278-14ed5885b00f 83 118
#> 77 cd9f6b3c-ad08-4adb-a4f5-1627bde6f236 84 118
#> 78 e389125c-8bc3-4bda-bb58-6654ec414848 84 118
#> 79 62774254-a094-447a-b802-01352d4b7117 83 118
#> 80 ea4f0067-460b-4923-8842-bc9b43e37f9c 86 118
#> 81 47528ba0-2b1e-4b4e-b2c7-6371c3f9882f 84 118
#> 82 a25fd6d9-aa5f-4d47-90a5-f2057990f830 84 118
#> 83 a2c9f807-c921-4a2b-b284-c62c8cbfcfd5 93 118
#> 84 fe98e244-2958-45df-9fd3-6f3338776f32 90 118
#> 85 f976a837-45c6-4575-9cee-08baedfcf71a 83 118
#> 86 127f66e3-0577-4869-a22a-8daff0f79d05 85 118
#> 87 320c78c9-6726-4f50-a302-728c48e088e6 82 118
#> 88 ac98cb2b-80a9-4ee9-ba67-6fd38b0247d8 75 118
#> 89 30286db1-5ab5-428d-a950-66574bcd6143 92 118
#> 90 e25eb4b1-9e07-43ad-a8a6-139e7a49d9c0 74 118
#> 91 f4af4270-d44e-4f9e-9276-01e1da06bd9f 78 118
#> 92 ef00c5fa-6554-4814-b8b3-d41e80fdd878 83 118
#> 93 46e26a09-bd1b-41fd-ab8e-663390a2c687 91 118
#> 94 49e90a27-be96-4689-8323-72b5446b186e 78 118
#> 95 9eeec67f-6bf7-4948-900e-2101b6346fc1 80 118
#> 96 54aaee2a-e3ef-4f16-b9fd-7bacc99bf7d7 83 118
#> 97 994a60b8-e640-425c-9774-160651d7af04 89 118
#> 98 bfdccb8d-55cd-4730-bd7f-01a9b3632a16 81 118
#> 99 a25896b2-49e6-4187-972a-519101968647 83 118
#> 100 ce0e49d2-aaca-4594-afcb-585a8d32fbc5 89 118
#> 101 d5d26992-388b-4c71-a461-18a63cac8738 87 118
#> 102 c3d7cc1c-f716-476b-afb8-6e889b7bd36c 84 118
#> 103 15a0b262-f9c5-4a88-9b53-d80aabfa8958 80 113
#> 104 e1d3baff-3da1-480f-bffb-db06b19d31ff 79 113
#> 105 40d70e78-3d3b-4d33-be59-35b68ea8c1f7 75 113
#> 106 b3279f17-6a4b-486c-83a8-3e89abde686c 76 113
#> 107 4dd56d82-02f8-4d28-a7e8-5da269cf6787 78 113
#> 108 62b47b10-5fc4-439c-9210-a43f43c661a8 81 113
#> 109 f65b5328-3d11-4328-b4f4-fc81bac6cb8a 80 113
#> 110 4ea6dfbf-d9c4-4926-ab25-84037fd21555 83 113
#> 111 d93ddf1d-08be-4091-bb29-e7a147c962ff 84 113
#> 112 d2c57620-b3a2-45cc-8e5e-9e600e3869f3 79 113
#> 113 3f4b07fe-745c-47a0-a620-7f81679e135b 101 113
#> 114 4d4bf67f-364a-4584-b21d-d0234d0aa317 94 113
#> 115 bdc13e48-46af-494c-af09-ef0bcc5aff24 84 113
#> 116 d8207ee6-8b21-4e0f-9987-58daff5772f1 101 113
#> 117 e5ca5961-fa4d-4d79-bf34-1dff6d781d80 77 113
#> 118 eec1f630-15d5-475e-a344-32bba74b32ea 96 113
#> 119 683e97a1-a6df-4442-b1ba-effe04612b86 86 113
#> 120 ad44df26-07ba-4660-9a1e-30125a4cb56a 90 113
#> 121 e1e52dd9-c53c-4925-b2eb-a474df85fe3e 87 113
#> 122 07484b85-b70f-49f6-b9d2-e5674edb3937 88 113
#> 123 9497d00b-ff04-4275-bd64-919234d61905 83 113
#> 124 f5ce0576-bfe5-4d1b-a247-26d31c7e7a86 65 113
#> 125 fcfc3ec7-f167-4469-be2a-f428215f2633 86 113
#> 126 0560a838-5f88-4b8d-9267-68f8ae21d988 94 113
#> 127 668a6f19-458d-4e0d-b416-77a474e3410b 87 113
#> 128 68b020e7-82c0-4069-bcff-09759c06a1df 102 113
#> 129 8f7f1b0b-77c5-4271-9a55-44305fbeb1c8 101 113
#> 130 71206896-455f-4543-b5a1-6fd48cf94781 76 113
#> 131 fe142fe6-2bce-434f-a1d1-7299b9d272ba 83 113
#> 132 51da0071-ee7c-48ce-8f49-fc9e06c6218c 94 113
#> 133 299f16b7-9042-42a6-92f9-c37429ed674f 96 113
#> 134 9a0fd376-758b-4710-b68f-6764382b0441 92 113
#> 135 1d333334-ca17-4e75-b847-9f80e162ab02 101 113
#> 136 eba1acee-458d-4dca-aa1d-ddf57d75c477 96 113
#> 137 c3678042-1122-4c92-bfac-547fdf7110f3 89 113
#> 138 1d7c971f-7db0-4eaa-bbee-9390d0322638 78 117
#> 139 62725a0f-3616-4f40-9630-a169b9f2b042 85 117
#> 140 6ae1a6e5-b0d6-465c-b1e2-3fc595cad25f 76 117
#> 141 a14fa271-dbd7-4cb2-ad77-72fb710a2293 84 117
#> 142 727bc43b-1fbe-40e2-81b1-d79b36be5886 79 117
#> 143 f053af80-f706-4dfd-87cc-91faf8ebc8e5 77 117
#> 144 afe21b23-6858-4714-88d0-9991758cdaf2 78 117
#> 145 ced759d5-67a3-492a-a9f4-1854e5c26bcb 79 117
#> 146 0539f157-a7fd-45d8-8cbe-9256db571150 79 117
#> 147 6ecf9da5-4cc4-46ad-9c8e-71f453f6b4e8 90 117
#> 148 7f71d6fa-8f05-4938-a75f-00110f798c35 91 117
#> 149 9ea46319-00a2-4e8b-9e7f-2bd9510d5b5c 83 117
#> 150 d4fd8208-749c-498c-902e-8f09d7621c40 82 117
#> 151 16a0c6fe-de4c-4a8c-bb7f-1be29bd86a2e 83 117
#> 152 25e82ffe-7b0d-4a81-be98-eeb6283c79b4 80 117
#> 153 9c7c335f-f8cf-4834-8e95-d5ba8f7ca2f6 83 117
#> 154 c9201d46-35b1-481a-97bc-2fb66031aacd 86 117
#> 155 39bec254-69c6-4a60-8aba-098c1aaf6320 101 117
#> 156 d016d5b0-0777-4567-9b3e-c274a3b69d2d 102 117
#> 157 fcb70754-96dc-4b3c-8156-14d1f0f8a8ee 80 117
#> 158 4b4f0abd-e2d1-443a-afab-915bdb349f80 88 117
#> 159 6f11146c-dd48-4003-a33e-9ce5ba714558 88 117
#> 160 2498556b-4165-4a85-a7d9-c6ce75032747 85 117
#> 161 6d8cadb0-704a-43e3-b687-b0b51df39d18 91 117
#> 162 7f70ad9e-457e-482d-a870-d2562f725f34 96 117
#> 163 a961b71d-b95c-4790-b979-4bce31a3696f 86 117
#> 164 c3df184c-aaa8-4933-b058-90471037539a 97 117
#> 165 d75a0458-16bc-4b0c-af7a-5b22ab73dfb7 65 117
#> 166 5b9b0551-ae52-4ca8-8f21-3ef72c660d84 89 117
#> 167 6c4af1d0-85ce-4536-af65-23c33ec9f027 93 117
#> 168 fc0b1ab6-3728-479b-a281-df9d9571bab3 90 117
#> 169 14106fd9-b5cc-4ebb-84f0-54a4dde70fb6 100 117
#> 170 60fca747-a93d-4c77-8d9e-0937d4eb5065 87 117
#> 171 b1b36447-fd88-45bb-826d-2d4798694100 93 117
#> 172 cd1c2b32-a205-4d92-b917-5b23187858b4 89 117
#> 173 198ddc54-6a37-4fc2-b26c-8a3ac0cdcc94 102 117
#> 174 ed0d6e7a-c0ea-4b79-94a4-1069b48d0a14 96 117
#> 175 72424edc-55ec-4c86-85b0-73609dd91d9d 100 117
#> 176 0c88ba70-ef1d-4d2d-95da-5527c4e51c0a 68 108
#> 177 910b936e-0e89-491f-b9e7-bae1d0e43de9 68 108
#> 178 847876df-e92e-4663-88ed-1d145f72b1b9 67 108
#> 179 6ef7a333-476e-499a-aa11-b3a583027e06 83 108
#> 180 f83540bd-4429-4d11-91b3-3ef592ba0e06 82 108
#> 181 6638b74f-ddff-4c5b-a406-716a85285b38 82 108
#> 182 aa282193-df9a-45ec-aa92-ab0a02ac9d11 83 108
#> 183 93095da3-5291-4d16-a19a-41bf13144bfe 85 108
#> 184 a073d680-2fa3-4726-991b-e6312ff1e760 85 108
#> 185 da527cdc-ba8b-4d4a-8d57-a2de630f5ac6 83 108
#> 186 249696fd-c955-46a0-81d2-f8850f376cda 89 108
#> 187 d937dc4f-0659-40ce-9a80-a59f9c25320f 87 108
#> 188 0327ec68-1e09-41a6-a818-cfd3b62c1984 87 108
#> 189 125b1a31-62d7-4bd0-875e-dfbdbb63abb6 74 108
#> 190 93893e39-9c82-4e19-b480-4dc78033157b 74 108
#> 191 19dca228-34a4-4d77-a6ed-f37000a0784c 82 108
#> 192 4835bdfb-bcab-45a8-aa78-d0335d285220 79 108
#> 193 4afe5401-101e-4a23-ad79-517c8c047008 78 108
#> 194 59c18ac4-5722-426d-9ced-e0a0df8dd3a4 87 108
#> 195 6b6c9bbc-def7-49b8-9645-ddc148ecfee2 82 108
#> 196 f916e4d1-c26b-470a-9967-fc61d1abaea8 81 108
#> 197 d7714f1e-0ed2-46ea-a94d-54a6c6423e39 80 108
#> 198 ac42b381-4d3b-42b4-96fb-676d43a8c4e7 75 108
#> 199 dc7bf25b-e18b-4b9e-bb34-5d7a1e762eb2 75 108
#> 200 710d6dd7-3298-4104-b587-720bce467a5d 82 108
#> 201 73ee3484-5e59-4c77-b65d-063d292c3fae 78 108
#> 202 c1c69337-eb3e-4427-a578-26f94bf3aeaf 83 108
#> 203 06cb950d-7ce3-4163-8639-87fc03c97baf 82 108
#> 204 7edc66f0-1fe0-4394-80e4-2af1e3417ab4 79 108
#> 205 fffffe7f-941f-4f1c-9449-3ab28c426a8f 82 108
#> 206 5846a00f-16a3-445e-8bb3-c47bed6e87de 88 108
#> 207 5af8ce19-7712-40ed-99ff-84c2adc7117e 92 108
#> 208 bb93cc2f-0cf1-4c27-8def-4ae49885a332 92 108
#> 209 08a2021d-452b-4e61-8a34-f2b4c0491dea 102 108
#> 210 337b765b-9a1b-401f-a755-8b4084df104c 87 108
#> 211 3ef4cdde-bdce-4378-8e12-b7488ff68180 94 108
#> 212 50be30c5-86b8-4fd1-bd59-be31d8bd128c 66 108
#> 213 bd0f7e18-33d7-4922-91cf-04f9db799aef 68 106
#> 214 e046afb4-849a-4365-aad8-d45d02da3248 68 106
#> 215 0512b5fd-f8f5-49d3-b15b-bec04fa45d6f 75 106
#> 216 308a39a1-2ee0-47ab-a51b-b9630fdabaaa 75 106
#> 217 3370f726-395a-4675-94fe-9e745e0b36e9 75 106
#> 218 7e17e322-646f-4d18-957b-ef15adbbdc88 74 106
#> 219 78573436-166f-458d-bbb3-d05f86ad4f1f 82 106
#> 220 d7bb2f9b-0d7d-4785-a835-44b2b54256a2 83 106
#> 221 0858486a-1d3d-492b-863f-b050cb9fe7af 74 106
#> 222 ed6ffe2b-805d-4041-8bc2-83cb4185fd8a 81 106
#> 223 efd07a36-2c03-4c62-ba72-6980483d2f89 82 106
#> 224 01ff90b2-9750-48b9-9af0-3b7e30d0cdba 87 106
#> 225 89da39a9-b3cb-4dec-9c9e-6dca1b97364a 84 106
#> 226 c439c668-f218-4b7e-a262-afeee8053c2b 87 106
#> 227 db5e05db-94e9-44aa-9206-3e1c17a7a233 85 106
#> 228 f1175d29-ce1f-43a7-b3d1-ee26cd1b8cdb 79 106
#> 229 f1cacca5-63c6-44c1-921d-c8257f316b8b 79 106
#> 230 7bd55484-7e47-4c00-b596-89babccfbb97 81 106
#> 231 06fe794d-600a-4c6c-b334-9520a2b981d7 83 106
#> 232 534155a4-3fe4-4c7b-b25b-fd2c77f53f98 82 106
#> 233 595db826-c449-4879-9184-0b61791ab660 79 106
#> 234 5d3dc34a-99e7-45b2-91aa-6b5ca358dc44 82 106
#> 235 6f7f85de-cd2e-4e73-8d4c-240cfe17daa8 87 106
#> 236 e9f8b44c-c507-45a1-8d76-66d886437b8f 82 106
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#> 497 d2a6ce79-e5e2-4ab1-9e8c-3bb6a9826ea9 83 112
#> 498 5d6f3dc2-d850-4b1d-9c6a-f12c917420e3 94 112
#> 499 a69d0bc5-8cd0-4d08-a85a-934bb85ae974 92 112
#> 500 f08a474e-0733-4255-a48f-4e0ad39ff124 81 112
#> 501 8790ce5c-1c35-41a2-b3c0-538f937d5397 65 112
#> 502 8d857fe1-85d1-41ee-baca-c0c1a7b2ec58 75 122
#> 503 c5c20f82-edee-4f3e-b923-4f53144be80d 75 122
#> 504 73a498c7-78c6-44fe-a986-db6b3c941891 78 122
#> 505 d0708773-d801-42f9-942c-29beea31585b 76 122
#> 506 4fdf6a7a-3f91-46da-94fa-bc68b3f8b6b1 75 122
#> 507 572156f3-dec0-4fef-8c58-d2d89dcbde29 76 122
#> 508 8b8af232-1d72-4ddc-ae50-f1be0e48c256 79 122
#> 509 0ada0c5c-727d-405f-a90c-31bda9459ab4 84 122
#> 510 1332b30b-d342-4e9e-a7f2-1ccaf1e344a0 87 122
#> 511 5ce25ead-4d26-44fb-ae51-51d97a0993ae 77 122
#> 512 f4fd3b5c-3b0b-40f8-b862-ed46871a0a97 81 122
#> 513 177ce159-6d3e-4ab2-8915-1dd68a9dae13 87 122
#> 514 8d50e03e-f424-4fe4-94da-19da63ce2e5a 80 122
#> 515 9cf0d61a-ea7e-47ea-9174-9c7a62aa9e1c 79 122
#> 516 a1178e62-5f3e-4fc4-9edc-ec2ea968110a 80 122
#> 517 cf8351f5-1f18-4961-b0e2-bbe6b76be0e2 84 122
#> 518 ebd762d4-fc80-4db0-a3bf-5afc1b6aece3 78 122
#> 519 a305ecf7-1abd-4b7e-92e1-b3c37b0db6f6 77 122
#> 520 e735a6c9-f9d3-4c6d-b179-380c50fad675 85 122
#> 521 1b261039-fce0-4b9b-9562-bdfe770aa863 81 122
#> 522 d9d413da-2f0c-407b-89ed-e06187ac96fe 82 122
#> 523 eefb7d19-c792-45b5-bc1a-f5e22fdbc942 79 122
#> 524 01a19c9f-9f78-4bc9-a5a8-6f8b0bd3c19d 79 122
#> 525 269ed294-6279-4439-8ee2-072af941579d 85 122
#> 526 964ce8d1-c27b-4ba9-b49a-e43194892934 86 122
#> 527 aabe8274-73d4-48fa-821f-f299e38b9428 80 122
#> 528 dd242a83-bec7-4171-83a3-715596c7bf45 83 122
#> 529 461998c8-b713-4612-bcb6-1c22da76bbb8 84 122
#> 530 b9a654dd-921c-40e8-91d8-69e8b7a944b0 93 122
#> 531 c9aaa542-118f-4e42-93de-fb0916572541 80 122
#> 532 e60eac54-7feb-419f-99e4-14c20b263ce6 87 122
#> 533 fcd36db7-53f2-4e1e-81f2-6e579dea697b 93 122
#> 534 3d9d4768-00b0-4db9-b975-44703e09f735 87 122
#> 535 b4f92064-12ea-4970-b0f5-fd309de1dda3 81 122
#> 536 c838dc0f-3c0d-421b-ab1f-c44e77d12a65 85 122
#> 537 206f0400-ad75-4339-831e-2d23a0d9f394 83 122
#> 538 64d354bc-1d85-4f6b-a721-7a6380de5905 82 122
#> 539 98aae274-c193-4992-8dbd-25133a01bdbc 84 122
#> 540 987dbeee-d809-4a62-b2ed-15a1673f4f18 88 122
#> 541 feb3747f-e11d-4a5d-8a6d-5613bebf0d34 94 122
#> 542 6fd599cd-ce5e-4352-8a98-54fe7a6db025 84 122
#> 543 f27f299a-3bb1-402a-8d50-b2a675e9342d 88 122
#> 544 b0d9366d-ee65-480d-9a75-71e9949c0bfe 90 122
#> 545 f949f8ee-6536-4627-a850-dc0b092ba379 92 122
#> 546 29478171-3f64-47c0-9ad7-ab326334c816 75 114
#> 547 407984dd-075f-49b9-b808-2772fc5399ec 81 114
#> 548 8213552e-1efd-4f48-9c20-55b59c0d519a 76 114
#> 549 e32f8759-362e-4ce2-820b-d6eac36a92ff 83 114
#> 550 e5b86fa6-dffa-46dd-9d28-27dd9e11009b 83 114
#> 551 03f9bc62-8a14-49eb-8b24-02992fc4dc31 79 114
#> 552 11067dc4-45b5-4b35-8d43-5dec9f7276c5 80 114
#> 553 5c80617f-88b4-441d-8990-cdb3c33559e0 65 114
#> 554 5dd64ff7-453c-4ef4-b642-ef5d778a426b 80 114
#> 555 a352cda0-719c-44ae-8b97-28868a09b3f2 65 114
#> 556 d752c413-dce7-48aa-a2b2-3de90c1bb218 79 114
#> 557 65a41685-a367-453e-87d2-33f0e9d16f5b 77 114
#> 558 7309b048-b6d5-4250-bf12-c7648dee943e 79 114
#> 559 a11f3cee-428d-4cbd-8c9b-41fd9a5d2697 79 114
#> 560 ab5f789b-a3a4-4ee6-a781-53b3366bbd62 78 114
#> 561 cfb721ab-e7b5-4b01-ac3a-c536c5fe8517 65 114
#> 562 0349b616-aeb9-49e4-a3dc-e8e7ca9ac9cf 75 114
#> 563 0cb07ddc-7e09-46bc-9fb2-1b561beb626b 78 114
#> 564 1475ab22-557c-4c93-ba46-68427f29375a 76 114
#> 565 1fcf8417-5cd9-4c65-9090-83e828881939 79 114
#> 566 34cba4d1-371e-425b-a189-cb1cb3519ade 79 114
#> 567 5648ad59-deb6-48ca-82aa-03f87d9eed65 78 114
#> 568 6ea080da-0f73-4738-9f9d-d7ade4921b81 76 114
#> 569 a701d97f-4e2e-448c-aa1c-7764766949b2 78 114
#> 570 d4142ede-2082-4091-accc-0989c34d6516 84 114
#> 571 f3b6a597-198f-4f29-acc4-725af22f7d36 78 114
#> 572 686846a0-5733-420f-99d5-b690233045d6 62 114
#> 573 7f2a0c6a-529b-481f-963f-a96dca2ec034 78 114
#> 574 f58a7fda-27e8-4003-90b3-479bebbb99ab 80 114
#> 575 101e7fa9-eacd-40a8-bab0-4630488b8e1d 74 114
#> 576 28b90cbb-2cf0-41c5-9ee1-1c719c0d4c02 80 114
#> 577 9ea03a5e-aad9-46b3-99bc-7c0786d1abce 81 114
#> 578 271266e6-c46c-484f-8a15-f6cf8842ad1b 76 114
#> 579 489b4d13-7eaf-4732-af22-28d6cfd77466 73 114
#> 580 728e4de0-7356-4bb5-9db4-9479b3ffe098 79 114
#> 581 d0146e32-794a-473f-94f0-3e4ef936c611 78 114
#> 582 6c7176cc-dfcf-495e-bc45-90c9e1be5b85 74 114
#> 583 842b1321-7ab5-4494-b98b-29ae93fc654e 81 114
#> 584 a2b29065-a74c-4f23-b934-cbfd784b7694 81 114
#> 585 b8e9df47-3fa9-4b6b-bce2-23ee70c99edf 80 114
#> 586 cdabab21-dfbd-400c-bf7e-b839bab338c3 85 114
#> 587 3eb02c30-b6d4-4ecc-a54a-2ecdf279378f 79 114
#> 588 1563cb60-2ff8-4862-88d5-07c4c44b5276 92 114
#> 589 6327d956-0d50-47cb-9855-ad45d511d5f0 78 115
#> 590 aba05031-600b-47dd-b796-ccee5218eaa6 76 115
#> 591 28f9117a-eca8-468c-a84f-ed61c57d3684 78 115
#> 592 4f8f7347-33f5-4577-9cf6-7dee7303c361 77 115
#> 593 ddf228d9-6ab5-4959-a472-d03bc9a05ac9 78 115
#> 594 0dda59af-a080-40b5-a7d9-b6fbae8ab43c 77 115
#> 595 3413afd2-8f05-4a6e-8ec7-5d64dc8fea23 84 115
#> 596 619adc01-9f9c-4199-a489-16589286f58f 80 115
#> 597 93a2f68f-4909-4639-a829-39f4666d6465 76 115
#> 598 956b5ed0-5a62-41b7-aec3-af93fbc5b494 78 115
#> 599 2c20d4d5-7311-4be2-b4cd-9bab2eddab6e 70 115
#> 600 3716ef48-d61c-44d8-98aa-d89e3641ceb0 76 115
#> 601 45de0f25-41f8-4ba4-80c3-0f7c58af9838 80 115
#> 602 b6f713ac-98d5-455b-8c30-8d337a510313 71 115
#> 603 c8ce5f8d-daf1-48a7-a1d6-a26df910f42e 77 115
#> 604 4620f363-4c9a-46e3-a437-3472daabc485 79 115
#> 605 6bfc35f4-e5cb-434a-8402-aa7afa85def0 90 115
#> 606 8c5bbe08-fac3-40d9-b05f-922bfcc39e75 79 115
#> 607 aa7abd06-d608-4004-8d96-d66352fc7dc6 79 115
#> 608 bf3578a6-7017-4b7c-8f54-4dcdf91cb1df 79 115
#> 609 f0be03a5-11e5-4bca-b6e7-c2d4a296de8b 89 115
#> 610 b48b528a-46c3-4f63-bb39-703161bd10a2 70 115
#> 611 d479e990-7e7b-44d4-935d-720462d347e6 81 115
#> 612 f290d99e-b4e5-4268-b39f-b43f84ce5595 76 115
#> 613 fb6de818-692c-4551-b866-85cb2b669d30 83 115
#> 614 6b57599c-ad60-44a6-a2e6-09145e129f47 81 115
#> 615 883d401a-7c84-4a8b-8730-34f8659b3b30 85 115
#> 616 eb3b9935-fa0b-4d54-8058-3b629f1421ad 85 115
#> 617 e22abfbb-1dbe-47b9-b7cb-3014de7570cb 84 115
#> 618 0b74b52d-d221-4b81-a5e6-9f9db48b1f86 78 115
#> 619 16972c44-2376-41cd-b24f-de4f0d6b7d1c 89 115
#> 620 6c9e9356-5810-43d2-bf5c-a2044ecef219 78 115
#> 621 c50e380e-64a4-4cee-84f2-daaebdbb78db 90 115
#> 622 5f5b64bc-c53b-40fb-98cd-a615205b5954 93 115
#> 623 c746e682-cb56-4604-95df-b200a98d3a8e 88 115
#> 624 1f97f421-40a5-4c4d-9ec5-569d58718c5f 85 115
#> 625 7c71081a-1ba9-43fd-8ba7-eb46c43dc79f 95 115
#> 626 7f52b0c7-36bd-4473-8dc8-5f6fc47ef044 78 115
#> 627 81ae2bfd-6c29-4846-b171-9512ec8eda41 81 115
#> 628 b67bf5ec-a2b3-4c34-8bb3-25410ee92082 84 115
#> 629 936d601e-31c1-4ac7-a80c-bd03c58b3e31 68 115
#> 630 6fb6b60c-70cf-4940-8f3d-603cf7d7c6c2 78 115
#> 631 c9b3a3df-4775-4ba3-bc1c-1b8237f714c4 75 115
#> 632 fcc6b9e8-c72a-4228-8dc0-6e803114b6d6 93 115
#> num_cols_dont_know id_most_similar_survey
#> 1 2 a537a7a3-468c-4661-8b7b-93e43e9b8a3b
#> 2 1 44614627-c152-4f24-a3ca-87a58b2f2e3f
#> 3 2 b6dc0988-15d1-49c6-859f-b0e63c18485b
#> 4 2 4cf2c1c2-75a9-4be1-ab1a-09e0b0bec0bd
#> 5 4 a537a7a3-468c-4661-8b7b-93e43e9b8a3b
#> 6 1 48f2f69f-4958-4180-8f31-e3eb3dedc28d
#> 7 2 38d2f047-3036-458b-95fb-fc86f5b7924e
#> 8 2 d3580458-1cc8-43a9-8223-6003969c2b2e
#> 9 1 b02683e0-c490-45e8-88e0-17e2323a8c1d
#> 10 2 7df40f95-cfa5-4358-a2d3-fb33b765c874
#> 11 2 75d75b42-97a8-46d2-b3f7-aa7d6c06d093
#> 12 2 38d2f047-3036-458b-95fb-fc86f5b7924e
#> 13 0 a537a7a3-468c-4661-8b7b-93e43e9b8a3b
#> 14 1 48f2f69f-4958-4180-8f31-e3eb3dedc28d
#> 15 2 d3580458-1cc8-43a9-8223-6003969c2b2e
#> 16 2 1475f988-dc46-40ce-b0fe-0c74085337e9
#> 17 2 bd36bf9d-39ad-47af-8a34-522e03a76c59
#> 18 2 254ea540-e575-410a-bfb8-47fa8e360b52
#> 19 1 38d2f047-3036-458b-95fb-fc86f5b7924e
#> 20 3 55e388ed-fdf2-4d53-96b8-8c406947cad3
#> 21 4 d624f796-cda7-4a41-ba9d-f36f50e951c2
#> 22 0 d23b83e6-f01d-4e78-ba45-8fcfba666d80
#> 23 1 bc4516b9-5ceb-420b-9020-3618d1662296
#> 24 3 5c49cb45-6fcb-4044-bbf6-1855f7a6fcab
#> 25 0 a434003a-1071-444c-8dda-57364bb6beca
#> 26 2 75d75b42-97a8-46d2-b3f7-aa7d6c06d093
#> 27 0 4fed8f95-0138-4d8c-81d2-1a1bcb79824c
#> 28 2 48f2f69f-4958-4180-8f31-e3eb3dedc28d
#> 29 0 4fed8f95-0138-4d8c-81d2-1a1bcb79824c
#> 30 0 2a5fb51c-6859-466e-9b94-d7b1fb46e3f6
#> 31 3 5c49cb45-6fcb-4044-bbf6-1855f7a6fcab
#> 32 1 a434003a-1071-444c-8dda-57364bb6beca
#> 33 1 4cf2c1c2-75a9-4be1-ab1a-09e0b0bec0bd
#> 34 2 48f2f69f-4958-4180-8f31-e3eb3dedc28d
#> 35 2 a434003a-1071-444c-8dda-57364bb6beca
#> 36 2 4c7be65c-6953-41b0-8674-2d21db8095b5
#> 37 0 3642eb50-19ac-437f-9f5a-e28161e7715e
#> 38 1 1c92e3e0-a24f-4d16-8f4c-ca2ea4690889
#> 39 1 f957351f-45f0-47cf-aefc-6a2a794ee544
#> 40 2 0342944a-8719-4a9b-9924-c74767ecd97d
#> 41 1 0ea5f0ab-e95e-4b05-add1-d5440b935082
#> 42 3 03183d24-0275-43fe-8976-d076f29de590
#> 43 2 0ea5f0ab-e95e-4b05-add1-d5440b935082
#> 44 2 03183d24-0275-43fe-8976-d076f29de590
#> 45 2 d71faa4f-cc6f-4a51-ae40-f7fa7ed9f796
#> 46 1 678127b9-71df-49b7-a4f0-1b32bbc55e76
#> 47 2 3642eb50-19ac-437f-9f5a-e28161e7715e
#> 48 2 678127b9-71df-49b7-a4f0-1b32bbc55e76
#> 49 0 03183d24-0275-43fe-8976-d076f29de590
#> 50 0 20434ebb-fd0c-4859-9f6e-d19abed33b89
#> 51 1 d71faa4f-cc6f-4a51-ae40-f7fa7ed9f796
#> 52 0 0ea5f0ab-e95e-4b05-add1-d5440b935082
#> 53 1 3b7ec7c0-e897-4e24-8edd-0c01b8db7c91
#> 54 1 308b7de7-7f09-4578-8373-8c81f74480f4
#> 55 2 0ea5f0ab-e95e-4b05-add1-d5440b935082
#> 56 1 0ea5f0ab-e95e-4b05-add1-d5440b935082
#> 57 2 0342944a-8719-4a9b-9924-c74767ecd97d
#> 58 0 b49c4775-7251-4da1-9769-41b3fa9606b9
#> 59 3 678127b9-71df-49b7-a4f0-1b32bbc55e76
#> 60 1 3b7ec7c0-e897-4e24-8edd-0c01b8db7c91
#> 61 1 09369f18-18e9-4336-b111-2738b1a49011
#> 62 1 3642eb50-19ac-437f-9f5a-e28161e7715e
#> 63 1 308b7de7-7f09-4578-8373-8c81f74480f4
#> 64 1 c18fc8f9-c8b7-4ba3-8e61-4460c3604a9d
#> 65 3 0be815d6-1f31-4d4d-8775-6043df8b9f03
#> 66 0 0be815d6-1f31-4d4d-8775-6043df8b9f03
#> 67 3 0be815d6-1f31-4d4d-8775-6043df8b9f03
#> 68 1 e02e6220-306e-4835-a9c7-c87817c2195e
#> 69 2 989c78b5-6244-4f7c-b95f-bc81975c3cf2
#> 70 1 39828cd5-de09-4fc4-a261-c58eb4144f9f
#> 71 2 159209cf-5c2b-4d41-ad8d-e125dcdfd882
#> 72 1 ac7a0a20-5aa8-407f-9278-14ed5885b00f
#> 73 2 6126df70-c958-4a52-b4f5-c527151e6023
#> 74 1 4d988823-97ab-4420-a6da-a3b24e9dfb46
#> 75 1 cd9f6b3c-ad08-4adb-a4f5-1627bde6f236
#> 76 2 4abf00da-a378-4bea-b974-d1adf5ad198b
#> 77 1 740d7b13-a517-45bb-835a-cef2ff492856
#> 78 1 4abf00da-a378-4bea-b974-d1adf5ad198b
#> 79 2 4d988823-97ab-4420-a6da-a3b24e9dfb46
#> 80 2 4d988823-97ab-4420-a6da-a3b24e9dfb46
#> 81 2 a25fd6d9-aa5f-4d47-90a5-f2057990f830
#> 82 2 cd9f6b3c-ad08-4adb-a4f5-1627bde6f236
#> 83 2 fe98e244-2958-45df-9fd3-6f3338776f32
#> 84 2 a2c9f807-c921-4a2b-b284-c62c8cbfcfd5
#> 85 2 47528ba0-2b1e-4b4e-b2c7-6371c3f9882f
#> 86 2 4d988823-97ab-4420-a6da-a3b24e9dfb46
#> 87 1 740d7b13-a517-45bb-835a-cef2ff492856
#> 88 4 c18fc8f9-c8b7-4ba3-8e61-4460c3604a9d
#> 89 0 a2c9f807-c921-4a2b-b284-c62c8cbfcfd5
#> 90 0 f4af4270-d44e-4f9e-9276-01e1da06bd9f
#> 91 1 e25eb4b1-9e07-43ad-a8a6-139e7a49d9c0
#> 92 0 320c78c9-6726-4f50-a302-728c48e088e6
#> 93 3 740d7b13-a517-45bb-835a-cef2ff492856
#> 94 0 f4af4270-d44e-4f9e-9276-01e1da06bd9f
#> 95 0 49e90a27-be96-4689-8323-72b5446b186e
#> 96 2 bfdccb8d-55cd-4730-bd7f-01a9b3632a16
#> 97 1 e02e6220-306e-4835-a9c7-c87817c2195e
#> 98 0 54aaee2a-e3ef-4f16-b9fd-7bacc99bf7d7
#> 99 1 994a60b8-e640-425c-9774-160651d7af04
#> 100 2 bfdccb8d-55cd-4730-bd7f-01a9b3632a16
#> 101 1 ef00c5fa-6554-4814-b8b3-d41e80fdd878
#> 102 1 f4af4270-d44e-4f9e-9276-01e1da06bd9f
#> 103 0 e1d3baff-3da1-480f-bffb-db06b19d31ff
#> 104 0 15a0b262-f9c5-4a88-9b53-d80aabfa8958
#> 105 0 b3279f17-6a4b-486c-83a8-3e89abde686c
#> 106 0 40d70e78-3d3b-4d33-be59-35b68ea8c1f7
#> 107 0 e1d3baff-3da1-480f-bffb-db06b19d31ff
#> 108 0 f65b5328-3d11-4328-b4f4-fc81bac6cb8a
#> 109 0 62b47b10-5fc4-439c-9210-a43f43c661a8
#> 110 0 d93ddf1d-08be-4091-bb29-e7a147c962ff
#> 111 0 4ea6dfbf-d9c4-4926-ab25-84037fd21555
#> 112 0 40d70e78-3d3b-4d33-be59-35b68ea8c1f7
#> 113 0 d8207ee6-8b21-4e0f-9987-58daff5772f1
#> 114 0 eec1f630-15d5-475e-a344-32bba74b32ea
#> 115 0 15a0b262-f9c5-4a88-9b53-d80aabfa8958
#> 116 0 3f4b07fe-745c-47a0-a620-7f81679e135b
#> 117 0 40d70e78-3d3b-4d33-be59-35b68ea8c1f7
#> 118 0 4d4bf67f-364a-4584-b21d-d0234d0aa317
#> 119 0 15a0b262-f9c5-4a88-9b53-d80aabfa8958
#> 120 0 e1e52dd9-c53c-4925-b2eb-a474df85fe3e
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#> 398 1 8c7568cb-0815-4b9a-a19e-89b3db792441
#> 399 1 cc73c878-71e9-44b1-9156-49c33d86731b
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#> 401 0 248f7774-319a-4368-91d2-a1f8dec9972d
#> 402 0 222d5a7f-1962-4516-9127-6f5c2e574f96
#> 403 0 23a48948-6905-4769-aeb5-8818ba5a83ab
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#> 409 1 6b3fbb51-b206-4235-a291-7830e81211c4
#> 410 0 7e2275a7-de3f-4721-8b33-4cd7b89e01b2
#> 411 1 d9675b77-c913-48b1-b791-9c1bd53c4707
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#> 420 1 745ce148-192b-42bf-9dc1-63d6860fed81
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#> 426 0 affbb7a0-8f9a-4495-9f11-2a6881f2f0c0
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#> 428 0 73a82f82-244b-4755-b83c-4cbb556153df
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#> 430 3 b9c55773-0ff9-45e2-8a28-6866751da703
#> 431 0 40d8ee6f-8e47-497a-9005-fde107b209b8
#> 432 2 affbb7a0-8f9a-4495-9f11-2a6881f2f0c0
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#> 434 2 b9c55773-0ff9-45e2-8a28-6866751da703
#> 435 1 addb622d-b133-46a6-a8ce-7d1e06017039
#> 436 2 addb622d-b133-46a6-a8ce-7d1e06017039
#> 437 1 c84ef39b-23f5-4074-92b2-d65a19400d6b
#> 438 1 affbb7a0-8f9a-4495-9f11-2a6881f2f0c0
#> 439 3 fe149b3f-2b5c-48ba-a30f-46b48b8be9fa
#> 440 0 3dbe6df8-c2d7-449d-8082-c2b92738ce4d
#> 441 1 16034477-27ab-4ad1-b474-9007fb84459d
#> 442 1 b9c55773-0ff9-45e2-8a28-6866751da703
#> 443 2 c84ef39b-23f5-4074-92b2-d65a19400d6b
#> 444 1 fe149b3f-2b5c-48ba-a30f-46b48b8be9fa
#> 445 1 8e435d38-ed78-49ed-ab8b-6ed722cddcf8
#> 446 3 fe149b3f-2b5c-48ba-a30f-46b48b8be9fa
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#> 448 2 211ba328-98b5-4e80-9343-5057b83df2f8
#> 449 2 b6f8bbe1-3f5d-4634-bc47-c5a3925fbda1
#> 450 1 b9c55773-0ff9-45e2-8a28-6866751da703
#> 451 2 63a7a554-eb14-41c6-9d43-25d913118ad0
#> 452 1 4d85549c-0925-4b5f-ac49-ca335f299c41
#> 453 3 211ba328-98b5-4e80-9343-5057b83df2f8
#> 454 0 57c86053-e7dd-419d-b3f1-f369c0ed0f58
#> 455 0 3e7f5ded-c46c-4e75-bdc4-1d6aee1050d7
#> 456 1 b6f8bbe1-3f5d-4634-bc47-c5a3925fbda1
#> 457 0 57c86053-e7dd-419d-b3f1-f369c0ed0f58
#> 458 3 affbb7a0-8f9a-4495-9f11-2a6881f2f0c0
#> 459 0 4bbb11b1-3744-4837-a931-4b8f22436468
#> 460 1 c14a4afd-7f11-4424-b56f-52f118119310
#> 461 0 902e5311-2c57-40e6-aac1-23b9750487c1
#> 462 1 8820cc05-4a20-476a-9595-c36f1c186dd4
#> 463 1 5e22416b-bebf-434f-97f5-379d18c9f5de
#> 464 0 4f863316-d463-45be-952a-dc5087aa8665
#> 465 0 4f863316-d463-45be-952a-dc5087aa8665
#> 466 0 902e5311-2c57-40e6-aac1-23b9750487c1
#> 467 0 8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe
#> 468 0 54aa9acc-e3b1-4059-a12b-d6a5788f2a19
#> 469 0 8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe
#> 470 0 929d60f8-ed9c-4c42-9ee1-cb4a67e4ba27
#> 471 0 8a03508c-27e6-47f2-8fce-667313ac568e
#> 472 0 e005e719-57c4-44a3-ac2f-5d6d1ff68831
#> 473 0 54aa9acc-e3b1-4059-a12b-d6a5788f2a19
#> 474 0 902e5311-2c57-40e6-aac1-23b9750487c1
#> 475 1 4f863316-d463-45be-952a-dc5087aa8665
#> 476 0 e005e719-57c4-44a3-ac2f-5d6d1ff68831
#> 477 1 b53c7160-320a-4b99-b4ee-352478322c88
#> 478 0 54aa9acc-e3b1-4059-a12b-d6a5788f2a19
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#> 480 0 5fb0e903-9a11-436a-93da-0c4322401a24
#> 481 0 8bf0bcfd-6ad9-4b10-9592-db0b5d570cbe
#> 482 0 54aa9acc-e3b1-4059-a12b-d6a5788f2a19
#> 483 0 8820cc05-4a20-476a-9595-c36f1c186dd4
#> 484 1 a3cab401-8d40-4634-b98b-dc6e31e648d4
#> 485 0 54aa9acc-e3b1-4059-a12b-d6a5788f2a19
#> 486 0 aebc1733-a28b-458f-a9e5-268d36abf166
#> 487 0 f2ac2281-0e5f-40f0-8171-bdc492602cff
#> 488 0 44b2eb1a-97d6-4730-b320-4ddd0b60d7e3
#> 489 1 b2e8f69f-9814-4328-9622-9479697994fb
#> 490 1 fef2ae8c-f28e-486a-8ba6-e46563de2204
#> 491 0 f641c23a-d22f-408d-9560-af2ac213db15
#> 492 0 b2e8f69f-9814-4328-9622-9479697994fb
#> 493 0 aebc1733-a28b-458f-a9e5-268d36abf166
#> 494 0 6b9a70e2-51d9-4112-98e7-b35471e61711
#> 495 0 a6e63161-185d-49c4-b697-11e3d15e79ac
#> 496 0 902e5311-2c57-40e6-aac1-23b9750487c1
#> 497 1 6b9a70e2-51d9-4112-98e7-b35471e61711
#> 498 0 e005e719-57c4-44a3-ac2f-5d6d1ff68831
#> 499 0 dcf2753a-6ea2-40f5-b493-3527931ef96c
#> 500 1 4f863316-d463-45be-952a-dc5087aa8665
#> 501 0 b53c7160-320a-4b99-b4ee-352478322c88
#> 502 0 c5c20f82-edee-4f3e-b923-4f53144be80d
#> 503 0 8d857fe1-85d1-41ee-baca-c0c1a7b2ec58
#> 504 0 d0708773-d801-42f9-942c-29beea31585b
#> 505 1 73a498c7-78c6-44fe-a986-db6b3c941891
#> 506 0 572156f3-dec0-4fef-8c58-d2d89dcbde29
#> 507 0 4fdf6a7a-3f91-46da-94fa-bc68b3f8b6b1
#> 508 0 572156f3-dec0-4fef-8c58-d2d89dcbde29
#> 509 0 1332b30b-d342-4e9e-a7f2-1ccaf1e344a0
#> 510 0 0ada0c5c-727d-405f-a90c-31bda9459ab4
#> 511 0 572156f3-dec0-4fef-8c58-d2d89dcbde29
#> 512 0 572156f3-dec0-4fef-8c58-d2d89dcbde29
#> 513 0 cf8351f5-1f18-4961-b0e2-bbe6b76be0e2
#> 514 0 a1178e62-5f3e-4fc4-9edc-ec2ea968110a
#> 515 0 ebd762d4-fc80-4db0-a3bf-5afc1b6aece3
#> 516 0 8d50e03e-f424-4fe4-94da-19da63ce2e5a
#> 517 0 177ce159-6d3e-4ab2-8915-1dd68a9dae13
#> 518 0 9cf0d61a-ea7e-47ea-9174-9c7a62aa9e1c
#> 519 0 ebd762d4-fc80-4db0-a3bf-5afc1b6aece3
#> 520 1 0ada0c5c-727d-405f-a90c-31bda9459ab4
#> 521 0 d9d413da-2f0c-407b-89ed-e06187ac96fe
#> 522 0 1b261039-fce0-4b9b-9562-bdfe770aa863
#> 523 1 572156f3-dec0-4fef-8c58-d2d89dcbde29
#> 524 0 d9d413da-2f0c-407b-89ed-e06187ac96fe
#> 525 0 cf8351f5-1f18-4961-b0e2-bbe6b76be0e2
#> 526 0 aabe8274-73d4-48fa-821f-f299e38b9428
#> 527 0 f4fd3b5c-3b0b-40f8-b862-ed46871a0a97
#> 528 0 a1178e62-5f3e-4fc4-9edc-ec2ea968110a
#> 529 0 f4fd3b5c-3b0b-40f8-b862-ed46871a0a97
#> 530 0 fcd36db7-53f2-4e1e-81f2-6e579dea697b
#> 531 0 a1178e62-5f3e-4fc4-9edc-ec2ea968110a
#> 532 0 cf8351f5-1f18-4961-b0e2-bbe6b76be0e2
#> 533 0 b9a654dd-921c-40e8-91d8-69e8b7a944b0
#> 534 0 dd242a83-bec7-4171-83a3-715596c7bf45
#> 535 0 cf8351f5-1f18-4961-b0e2-bbe6b76be0e2
#> 536 0 e735a6c9-f9d3-4c6d-b179-380c50fad675
#> 537 0 177ce159-6d3e-4ab2-8915-1dd68a9dae13
#> 538 0 8b8af232-1d72-4ddc-ae50-f1be0e48c256
#> 539 0 ebd762d4-fc80-4db0-a3bf-5afc1b6aece3
#> 540 0 8d50e03e-f424-4fe4-94da-19da63ce2e5a
#> 541 0 cf8351f5-1f18-4961-b0e2-bbe6b76be0e2
#> 542 0 5ce25ead-4d26-44fb-ae51-51d97a0993ae
#> 543 0 e60eac54-7feb-419f-99e4-14c20b263ce6
#> 544 0 a1178e62-5f3e-4fc4-9edc-ec2ea968110a
#> 545 0 c9aaa542-118f-4e42-93de-fb0916572541
#> 546 0 8213552e-1efd-4f48-9c20-55b59c0d519a
#> 547 0 e32f8759-362e-4ce2-820b-d6eac36a92ff
#> 548 0 29478171-3f64-47c0-9ad7-ab326334c816
#> 549 0 e5b86fa6-dffa-46dd-9d28-27dd9e11009b
#> 550 0 e32f8759-362e-4ce2-820b-d6eac36a92ff
#> 551 2 11067dc4-45b5-4b35-8d43-5dec9f7276c5
#> 552 1 03f9bc62-8a14-49eb-8b24-02992fc4dc31
#> 553 2 a352cda0-719c-44ae-8b97-28868a09b3f2
#> 554 3 d752c413-dce7-48aa-a2b2-3de90c1bb218
#> 555 2 5c80617f-88b4-441d-8990-cdb3c33559e0
#> 556 3 5dd64ff7-453c-4ef4-b642-ef5d778a426b
#> 557 3 7309b048-b6d5-4250-bf12-c7648dee943e
#> 558 2 65a41685-a367-453e-87d2-33f0e9d16f5b
#> 559 1 ab5f789b-a3a4-4ee6-a781-53b3366bbd62
#> 560 0 a11f3cee-428d-4cbd-8c9b-41fd9a5d2697
#> 561 2 5c80617f-88b4-441d-8990-cdb3c33559e0
#> 562 0 ab5f789b-a3a4-4ee6-a781-53b3366bbd62
#> 563 0 5648ad59-deb6-48ca-82aa-03f87d9eed65
#> 564 0 8213552e-1efd-4f48-9c20-55b59c0d519a
#> 565 0 34cba4d1-371e-425b-a189-cb1cb3519ade
#> 566 0 1fcf8417-5cd9-4c65-9090-83e828881939
#> 567 0 0cb07ddc-7e09-46bc-9fb2-1b561beb626b
#> 568 0 8213552e-1efd-4f48-9c20-55b59c0d519a
#> 569 0 d4142ede-2082-4091-accc-0989c34d6516
#> 570 0 a701d97f-4e2e-448c-aa1c-7764766949b2
#> 571 0 a701d97f-4e2e-448c-aa1c-7764766949b2
#> 572 4 a352cda0-719c-44ae-8b97-28868a09b3f2
#> 573 0 29478171-3f64-47c0-9ad7-ab326334c816
#> 574 2 65a41685-a367-453e-87d2-33f0e9d16f5b
#> 575 0 29478171-3f64-47c0-9ad7-ab326334c816
#> 576 0 7f2a0c6a-529b-481f-963f-a96dca2ec034
#> 577 2 0cb07ddc-7e09-46bc-9fb2-1b561beb626b
#> 578 1 0349b616-aeb9-49e4-a3dc-e8e7ca9ac9cf
#> 579 3 1fcf8417-5cd9-4c65-9090-83e828881939
#> 580 0 a701d97f-4e2e-448c-aa1c-7764766949b2
#> 581 0 ab5f789b-a3a4-4ee6-a781-53b3366bbd62
#> 582 0 101e7fa9-eacd-40a8-bab0-4630488b8e1d
#> 583 0 d4142ede-2082-4091-accc-0989c34d6516
#> 584 2 f58a7fda-27e8-4003-90b3-479bebbb99ab
#> 585 0 d0146e32-794a-473f-94f0-3e4ef936c611
#> 586 1 407984dd-075f-49b9-b808-2772fc5399ec
#> 587 1 489b4d13-7eaf-4732-af22-28d6cfd77466
#> 588 0 8213552e-1efd-4f48-9c20-55b59c0d519a
#> 589 0 aba05031-600b-47dd-b796-ccee5218eaa6
#> 590 0 6327d956-0d50-47cb-9855-ad45d511d5f0
#> 591 0 4f8f7347-33f5-4577-9cf6-7dee7303c361
#> 592 0 aba05031-600b-47dd-b796-ccee5218eaa6
#> 593 0 28f9117a-eca8-468c-a84f-ed61c57d3684
#> 594 0 6327d956-0d50-47cb-9855-ad45d511d5f0
#> 595 0 619adc01-9f9c-4199-a489-16589286f58f
#> 596 0 956b5ed0-5a62-41b7-aec3-af93fbc5b494
#> 597 0 6327d956-0d50-47cb-9855-ad45d511d5f0
#> 598 0 619adc01-9f9c-4199-a489-16589286f58f
#> 599 2 b6f713ac-98d5-455b-8c30-8d337a510313
#> 600 0 956b5ed0-5a62-41b7-aec3-af93fbc5b494
#> 601 0 6327d956-0d50-47cb-9855-ad45d511d5f0
#> 602 2 2c20d4d5-7311-4be2-b4cd-9bab2eddab6e
#> 603 0 4f8f7347-33f5-4577-9cf6-7dee7303c361
#> 604 0 8c5bbe08-fac3-40d9-b05f-922bfcc39e75
#> 605 0 f0be03a5-11e5-4bca-b6e7-c2d4a296de8b
#> 606 0 4620f363-4c9a-46e3-a437-3472daabc485
#> 607 0 619adc01-9f9c-4199-a489-16589286f58f
#> 608 0 4620f363-4c9a-46e3-a437-3472daabc485
#> 609 0 6bfc35f4-e5cb-434a-8402-aa7afa85def0
#> 610 3 2c20d4d5-7311-4be2-b4cd-9bab2eddab6e
#> 611 0 619adc01-9f9c-4199-a489-16589286f58f
#> 612 0 0dda59af-a080-40b5-a7d9-b6fbae8ab43c
#> 613 0 6327d956-0d50-47cb-9855-ad45d511d5f0
#> 614 0 28f9117a-eca8-468c-a84f-ed61c57d3684
#> 615 0 fb6de818-692c-4551-b866-85cb2b669d30
#> 616 0 3413afd2-8f05-4a6e-8ec7-5d64dc8fea23
#> 617 0 6b57599c-ad60-44a6-a2e6-09145e129f47
#> 618 0 6c9e9356-5810-43d2-bf5c-a2044ecef219
#> 619 0 c50e380e-64a4-4cee-84f2-daaebdbb78db
#> 620 0 0b74b52d-d221-4b81-a5e6-9f9db48b1f86
#> 621 0 16972c44-2376-41cd-b24f-de4f0d6b7d1c
#> 622 0 c746e682-cb56-4604-95df-b200a98d3a8e
#> 623 0 5f5b64bc-c53b-40fb-98cd-a615205b5954
#> 624 2 fb6de818-692c-4551-b866-85cb2b669d30
#> 625 1 5f5b64bc-c53b-40fb-98cd-a615205b5954
#> 626 0 81ae2bfd-6c29-4846-b171-9512ec8eda41
#> 627 0 7f52b0c7-36bd-4473-8dc8-5f6fc47ef044
#> 628 1 883d401a-7c84-4a8b-8730-34f8659b3b30
#> 629 5 b48b528a-46c3-4f63-bb39-703161bd10a2
#> 630 1 aa7abd06-d608-4004-8d96-d66352fc7dc6
#> 631 0 6327d956-0d50-47cb-9855-ad45d511d5f0
#> 632 0 7f52b0c7-36bd-4473-8dc8-5f6fc47ef044
#> number_different_columns issue enum
#> 1 17 <NA> 1
#> 2 17 <NA> 1
#> 3 18 <NA> 1
#> 4 18 <NA> 1
#> 5 19 <NA> 1
#> 6 22 <NA> 1
#> 7 22 <NA> 1
#> 8 22 <NA> 1
#> 9 22 <NA> 1
#> 10 22 <NA> 1
#> 11 22 <NA> 1
#> 12 23 <NA> 1
#> 13 23 <NA> 1
#> 14 23 <NA> 1
#> 15 24 <NA> 1
#> 16 25 <NA> 1
#> 17 25 <NA> 1
#> 18 25 <NA> 1
#> 19 26 <NA> 1
#> 20 27 <NA> 1
#> 21 28 <NA> 1
#> 22 28 <NA> 1
#> 23 28 <NA> 1
#> 24 28 <NA> 1
#> 25 29 <NA> 1
#> 26 29 <NA> 1
#> 27 29 <NA> 1
#> 28 30 <NA> 1
#> 29 31 <NA> 1
#> 30 32 <NA> 1
#> 31 33 <NA> 1
#> 32 34 <NA> 1
#> 33 35 <NA> 1
#> 34 36 <NA> 1
#> 35 38 <NA> 1
#> 36 38 <NA> 1
#> 37 18 <NA> 2
#> 38 18 <NA> 2
#> 39 20 <NA> 2
#> 40 20 <NA> 2
#> 41 22 <NA> 2
#> 42 22 <NA> 2
#> 43 22 <NA> 2
#> 44 23 <NA> 2
#> 45 25 <NA> 2
#> 46 25 <NA> 2
#> 47 25 <NA> 2
#> 48 26 <NA> 2
#> 49 26 <NA> 2
#> 50 27 <NA> 2
#> 51 27 <NA> 2
#> 52 28 <NA> 2
#> 53 30 <NA> 2
#> 54 31 <NA> 2
#> 55 32 <NA> 2
#> 56 32 <NA> 2
#> 57 33 <NA> 2
#> 58 33 <NA> 2
#> 59 37 <NA> 2
#> 60 38 <NA> 2
#> 61 41 <NA> 2
#> 62 46 <NA> 2
#> 63 48 <NA> 2
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