This page gathers KoBoToolbox files from the home visit questionnaires.
Load helper functions and required package dependencies.
fl <-
list.files(
file.path(here::here(), "R"),
"^load|^kobo_|^file_|^screen_|^ecbq_|^health_|^databrary|^home|^make|^export|^post_visit|CONSTANTS",
full.names = TRUE
)
purrr::walk(fl, source)
suppressPackageStartupMessages(library(tidyverse))Data files for each of the language by age-group conditions are stored on KoBoToolbox (KBT).
The data files on KBT are stored in kb_df, a data frame that is generated as one of the workflow targets.
targets::tar_load(kb_df, store=file.path(here::here(), "_targets"))
kb_df id id_string
1 411456 a58ZhjX6M8WXtzLGvBaEaG
2 920365 a6r99tj8RaULvzTM7MuWpi
3 740625 a8HyzdxnVjK53dt4fX3Vup
4 1129568 a9n2DWjJw3ayJmkijsAm7h
5 331453 aae4wz2tpkSnAkea2PAzin
6 363465 abYGMsrMvkGsnA4xm9kqC9
7 363431 acCBJaRqBkSMPYdvaaWCSu
8 334099 ad3NtS6TDPuKTUKCAyCuby
9 363349 aEMERWLYQAdhaMKMt5QkD7
10 307736 aeMJQLo56HWyVHkKX9oaJD
11 334134 agChfbnGHc6fiUdfYUaZ2z
12 346565 aGD5Q64T5zTQtakQaS8x55
13 359546 aGLEqT7eRBhuPgizCQBeqA
14 740631 ahYJ7XRUcit8gbFYwaxnAV
15 361981 aJNWkgeX7c9jEFiNAgJspn
16 738593 aJPU78BR3NfU9rm4LzRVLt
17 1151489 aLqdPLTCZb8jvFkDxcFwzy
18 920339 aLxPNje5yoeZijafFoVz5z
19 738513 aM2ob4BdwFucdjjcUNTwms
20 1136694 aMteoHisncRUStdyZfsjMB
21 275882 anqhvxKtQieo7gc9uPqJ3y
22 740623 aoLcmmN8KWG4N6A3XpUiRT
23 740628 aRJW7SwKsVyZu8b4FighiM
24 363466 asv7tL6CEYjiW2XCkLxhcX
25 411469 aswcEAtxj24u9MfuBmS9AW
26 740630 aThMD6zuEFjtTfptwcpZPg
27 411388 aTyGBYk6HvRXmki9ksb29p
28 740624 aUeYzPfq6WED4dDF28VT9D
29 363381 aWd7wujF5d5HYaYMhT4jBZ
30 740626 awMnFDna5kWR3LXKyGmFMd
31 331848 axYbEbLcJxzUNFbqMVySjJ
32 740629 axyJSgLRDeSk3BHB6cJmYk
33 408149 ayhCy68ZTaDGc7tuGthQpJ
34 740627 aYokcZAjTZ9JCyVXz4R5rh
title
1 PLAY Home Questionaires - 12 Bilingual English (2020-03-04)
2 NYU_Pilot DLL-ES_Level_2
3 PLAY_HomeQuestionaires_12_English
4 Clone of NYU_Pilot DLL-ES_Level_1
5 PLAY Home Questionnaires (24 English)
6 PLAY Home Questionnaires - 24 Bilingual English (2020-03-04)
7 PLAY Home Questionnaires - 12 English (2020-03-04)
8 PLAY Home Questionnaires (12 Bilingual - English)
9 PLAY Home Questionnaires - 18 English (2020-03-04)
10 PLAY Home Questionnaires (18 English)
11 PLAY Demographic Questionnaire (Spanish)
12 PLAY Post-Visit Notes
13 PLAY Demographic Questionnaire
14 PLAY_HomeQuestionaires_24_Bilingual_English
15 PLAY Post-Visit Notes
16 DLL-ES_Level_2 (English)
17 Clone of Clone of PLAY_HomeQuestionnaires_18_English - NO AUTO METADATA
18 NYU_Pilot DLL-ES_Level_1
19 DLL-ES_Level_1_2021_07_30
20 Clone of PLAY_HomeQuestionnaires_18_English - NO AUTO TODAY
21 PLAY Demographic Questionnaire
22 PLAY_HomeQuestionaires_12_Bilingual_English
23 PLAY_HomeQuestionnaires_18_English
24 PLAY Home Questionnaires - 18 Bilingual English (2020-03-04)
25 PLAY Home Questionnaires - 12 Bilingual Spanish (2020-03-04)
26 PLAY_HomeQuestionaires_24_Bilingual_Spanish
27 PLAY Home Questionnaires - 18 Bilingual Spanish (2020-03-04)
28 PLAY_HomeQuestionaires_12_Bilingual_Spanish
29 PLAY Home Questionnaires - 24 English (2020-03-04)
30 PLAY_HomeQuestionaires_18_Bilingual_English
31 PLAY Home Questionnaires (12 English)
32 PLAY_HomeQuestionnaires_24_English
33 PLAY Home Questionnaires - 24 Bilingual Spanish (2020-03-04)
34 PLAY_HomeQuestionaires_18_Bilingual_Spanish
description
1 PLAY Home Questionaires - 12 Bilingual (English) (2020-03-04)
2 NYU_Pilot DLL-ES_Level_2
3 PLAY_HomeQuestionaires_12_English-2021-07-29
4 Clone of NYU_Pilot DLL-ES_Level_1
5 PLAY Home Questionnaires (24 English)
6 PLAY Home Questionnaires - 24 Bilingual English (2019-11-20)
7 PLAY Home Questionnaires - 12 English (2019-11-20)
8 PLAY Home Questionnaires (12 Bilingual - English)
9 PLAY Home Questionnaires - 18 English (2018-11-20)
10 PLAY Home Questionnaires (18 English)
11 PLAY Demographic Questionnaire (Spanish)
12 PLAY Cleanup Checklists v2
13 New Demographic Questionnaire
14 PLAY_HomeQuestionaires_24_Bilingual_English-2021-07-30
15 PLAY Post-Visit Notes (2019-11-18)
16 DLL-ES_Level_2_KBTB_2021_07_28
17 Clone of Clone of PLAY_HomeQuestionnaires_18_English - NO AUTO METADATA
18 NYU_Pilot DLL-ES_Level_1
19 DLL-ES_Level_1_2021_07_28
20 Clone of PLAY_HomeQuestionnaires_18_English
21 PLAY Phone Questionnaire
22 PLAY_HomeQuestionaires_12_Bilingual_English-2021-07-29
23 PLAY_HomeQuestionnaires_18_English-2021-07-29
24 PLAY Home Questionnaires - 18 Bilingual English (2019-11-20)
25 PLAY Home Questionnaires - 12 Bilingual Spanish (2020-03-04)
26 PLAY_HomeQuestionaires_24_Bilingual_Spanish-2021-07-30
27 PLAY Home Questionnaires - 18 Bilingual Spanish (2020-03-04)
28 PLAY_HomeQuestionaires_12_Bilingual_Spanish-2021-07-29
29 PLAY Home Questionnaires - 24 English (2019-11-20)
30 PLAY_HomeQuestionaires_18_Bilingual_English-2021-07-29
31 PLAY Home Questionnaires (12 English)
32 PLAY_HomeQuestionnaires_24_English-2021-07-30
33 PLAY Home Questionnaires - 24 Bilingual Spanish (2020-02-27)
34 PLAY_HomeQuestionaires_18_Bilingual_Spanish-2021-07-29
url
1 https://kc.kobotoolbox.org/api/v1/data/411456
2 https://kc.kobotoolbox.org/api/v1/data/920365
3 https://kc.kobotoolbox.org/api/v1/data/740625
4 https://kc.kobotoolbox.org/api/v1/data/1129568
5 https://kc.kobotoolbox.org/api/v1/data/331453
6 https://kc.kobotoolbox.org/api/v1/data/363465
7 https://kc.kobotoolbox.org/api/v1/data/363431
8 https://kc.kobotoolbox.org/api/v1/data/334099
9 https://kc.kobotoolbox.org/api/v1/data/363349
10 https://kc.kobotoolbox.org/api/v1/data/307736
11 https://kc.kobotoolbox.org/api/v1/data/334134
12 https://kc.kobotoolbox.org/api/v1/data/346565
13 https://kc.kobotoolbox.org/api/v1/data/359546
14 https://kc.kobotoolbox.org/api/v1/data/740631
15 https://kc.kobotoolbox.org/api/v1/data/361981
16 https://kc.kobotoolbox.org/api/v1/data/738593
17 https://kc.kobotoolbox.org/api/v1/data/1151489
18 https://kc.kobotoolbox.org/api/v1/data/920339
19 https://kc.kobotoolbox.org/api/v1/data/738513
20 https://kc.kobotoolbox.org/api/v1/data/1136694
21 https://kc.kobotoolbox.org/api/v1/data/275882
22 https://kc.kobotoolbox.org/api/v1/data/740623
23 https://kc.kobotoolbox.org/api/v1/data/740628
24 https://kc.kobotoolbox.org/api/v1/data/363466
25 https://kc.kobotoolbox.org/api/v1/data/411469
26 https://kc.kobotoolbox.org/api/v1/data/740630
27 https://kc.kobotoolbox.org/api/v1/data/411388
28 https://kc.kobotoolbox.org/api/v1/data/740624
29 https://kc.kobotoolbox.org/api/v1/data/363381
30 https://kc.kobotoolbox.org/api/v1/data/740626
31 https://kc.kobotoolbox.org/api/v1/data/331848
32 https://kc.kobotoolbox.org/api/v1/data/740629
33 https://kc.kobotoolbox.org/api/v1/data/408149
34 https://kc.kobotoolbox.org/api/v1/data/740627
form_url
1 https://kf.kobotoolbox.org/api/v2/assets/a58ZhjX6M8WXtzLGvBaEaG.xls
2 https://kf.kobotoolbox.org/api/v2/assets/a6r99tj8RaULvzTM7MuWpi.xls
3 https://kf.kobotoolbox.org/api/v2/assets/a8HyzdxnVjK53dt4fX3Vup.xls
4 https://kf.kobotoolbox.org/api/v2/assets/a9n2DWjJw3ayJmkijsAm7h.xls
5 https://kf.kobotoolbox.org/api/v2/assets/aae4wz2tpkSnAkea2PAzin.xls
6 https://kf.kobotoolbox.org/api/v2/assets/abYGMsrMvkGsnA4xm9kqC9.xls
7 https://kf.kobotoolbox.org/api/v2/assets/acCBJaRqBkSMPYdvaaWCSu.xls
8 https://kf.kobotoolbox.org/api/v2/assets/ad3NtS6TDPuKTUKCAyCuby.xls
9 https://kf.kobotoolbox.org/api/v2/assets/aEMERWLYQAdhaMKMt5QkD7.xls
10 https://kf.kobotoolbox.org/api/v2/assets/aeMJQLo56HWyVHkKX9oaJD.xls
11 https://kf.kobotoolbox.org/api/v2/assets/agChfbnGHc6fiUdfYUaZ2z.xls
12 https://kf.kobotoolbox.org/api/v2/assets/aGD5Q64T5zTQtakQaS8x55.xls
13 https://kf.kobotoolbox.org/api/v2/assets/aGLEqT7eRBhuPgizCQBeqA.xls
14 https://kf.kobotoolbox.org/api/v2/assets/ahYJ7XRUcit8gbFYwaxnAV.xls
15 https://kf.kobotoolbox.org/api/v2/assets/aJNWkgeX7c9jEFiNAgJspn.xls
16 https://kf.kobotoolbox.org/api/v2/assets/aJPU78BR3NfU9rm4LzRVLt.xls
17 https://kf.kobotoolbox.org/api/v2/assets/aLqdPLTCZb8jvFkDxcFwzy.xls
18 https://kf.kobotoolbox.org/api/v2/assets/aLxPNje5yoeZijafFoVz5z.xls
19 https://kf.kobotoolbox.org/api/v2/assets/aM2ob4BdwFucdjjcUNTwms.xls
20 https://kf.kobotoolbox.org/api/v2/assets/aMteoHisncRUStdyZfsjMB.xls
21 https://kf.kobotoolbox.org/api/v2/assets/anqhvxKtQieo7gc9uPqJ3y.xls
22 https://kf.kobotoolbox.org/api/v2/assets/aoLcmmN8KWG4N6A3XpUiRT.xls
23 https://kf.kobotoolbox.org/api/v2/assets/aRJW7SwKsVyZu8b4FighiM.xls
24 https://kf.kobotoolbox.org/api/v2/assets/asv7tL6CEYjiW2XCkLxhcX.xls
25 https://kf.kobotoolbox.org/api/v2/assets/aswcEAtxj24u9MfuBmS9AW.xls
26 https://kf.kobotoolbox.org/api/v2/assets/aThMD6zuEFjtTfptwcpZPg.xls
27 https://kf.kobotoolbox.org/api/v2/assets/aTyGBYk6HvRXmki9ksb29p.xls
28 https://kf.kobotoolbox.org/api/v2/assets/aUeYzPfq6WED4dDF28VT9D.xls
29 https://kf.kobotoolbox.org/api/v2/assets/aWd7wujF5d5HYaYMhT4jBZ.xls
30 https://kf.kobotoolbox.org/api/v2/assets/awMnFDna5kWR3LXKyGmFMd.xls
31 https://kf.kobotoolbox.org/api/v2/assets/axYbEbLcJxzUNFbqMVySjJ.xls
32 https://kf.kobotoolbox.org/api/v2/assets/axyJSgLRDeSk3BHB6cJmYk.xls
33 https://kf.kobotoolbox.org/api/v2/assets/ayhCy68ZTaDGc7tuGthQpJ.xls
34 https://kf.kobotoolbox.org/api/v2/assets/aYokcZAjTZ9JCyVXz4R5rh.xlsList data forms specific to the home visit by filtering the files with names that contain “Home”.
kb_home_df <- kobo_list_data_filtered(kb_df, "Home")
kb_home_df id id_string
1 411456 a58ZhjX6M8WXtzLGvBaEaG
2 740625 a8HyzdxnVjK53dt4fX3Vup
3 331453 aae4wz2tpkSnAkea2PAzin
4 363465 abYGMsrMvkGsnA4xm9kqC9
5 363431 acCBJaRqBkSMPYdvaaWCSu
6 334099 ad3NtS6TDPuKTUKCAyCuby
7 363349 aEMERWLYQAdhaMKMt5QkD7
8 307736 aeMJQLo56HWyVHkKX9oaJD
9 740631 ahYJ7XRUcit8gbFYwaxnAV
10 1151489 aLqdPLTCZb8jvFkDxcFwzy
11 1136694 aMteoHisncRUStdyZfsjMB
12 740623 aoLcmmN8KWG4N6A3XpUiRT
13 740628 aRJW7SwKsVyZu8b4FighiM
14 363466 asv7tL6CEYjiW2XCkLxhcX
15 411469 aswcEAtxj24u9MfuBmS9AW
16 740630 aThMD6zuEFjtTfptwcpZPg
17 411388 aTyGBYk6HvRXmki9ksb29p
18 740624 aUeYzPfq6WED4dDF28VT9D
19 363381 aWd7wujF5d5HYaYMhT4jBZ
20 740626 awMnFDna5kWR3LXKyGmFMd
21 331848 axYbEbLcJxzUNFbqMVySjJ
22 740629 axyJSgLRDeSk3BHB6cJmYk
23 408149 ayhCy68ZTaDGc7tuGthQpJ
24 740627 aYokcZAjTZ9JCyVXz4R5rh
title
1 PLAY Home Questionaires - 12 Bilingual English (2020-03-04)
2 PLAY_HomeQuestionaires_12_English
3 PLAY Home Questionnaires (24 English)
4 PLAY Home Questionnaires - 24 Bilingual English (2020-03-04)
5 PLAY Home Questionnaires - 12 English (2020-03-04)
6 PLAY Home Questionnaires (12 Bilingual - English)
7 PLAY Home Questionnaires - 18 English (2020-03-04)
8 PLAY Home Questionnaires (18 English)
9 PLAY_HomeQuestionaires_24_Bilingual_English
10 Clone of Clone of PLAY_HomeQuestionnaires_18_English - NO AUTO METADATA
11 Clone of PLAY_HomeQuestionnaires_18_English - NO AUTO TODAY
12 PLAY_HomeQuestionaires_12_Bilingual_English
13 PLAY_HomeQuestionnaires_18_English
14 PLAY Home Questionnaires - 18 Bilingual English (2020-03-04)
15 PLAY Home Questionnaires - 12 Bilingual Spanish (2020-03-04)
16 PLAY_HomeQuestionaires_24_Bilingual_Spanish
17 PLAY Home Questionnaires - 18 Bilingual Spanish (2020-03-04)
18 PLAY_HomeQuestionaires_12_Bilingual_Spanish
19 PLAY Home Questionnaires - 24 English (2020-03-04)
20 PLAY_HomeQuestionaires_18_Bilingual_English
21 PLAY Home Questionnaires (12 English)
22 PLAY_HomeQuestionnaires_24_English
23 PLAY Home Questionnaires - 24 Bilingual Spanish (2020-03-04)
24 PLAY_HomeQuestionaires_18_Bilingual_Spanish
description
1 PLAY Home Questionaires - 12 Bilingual (English) (2020-03-04)
2 PLAY_HomeQuestionaires_12_English-2021-07-29
3 PLAY Home Questionnaires (24 English)
4 PLAY Home Questionnaires - 24 Bilingual English (2019-11-20)
5 PLAY Home Questionnaires - 12 English (2019-11-20)
6 PLAY Home Questionnaires (12 Bilingual - English)
7 PLAY Home Questionnaires - 18 English (2018-11-20)
8 PLAY Home Questionnaires (18 English)
9 PLAY_HomeQuestionaires_24_Bilingual_English-2021-07-30
10 Clone of Clone of PLAY_HomeQuestionnaires_18_English - NO AUTO METADATA
11 Clone of PLAY_HomeQuestionnaires_18_English
12 PLAY_HomeQuestionaires_12_Bilingual_English-2021-07-29
13 PLAY_HomeQuestionnaires_18_English-2021-07-29
14 PLAY Home Questionnaires - 18 Bilingual English (2019-11-20)
15 PLAY Home Questionnaires - 12 Bilingual Spanish (2020-03-04)
16 PLAY_HomeQuestionaires_24_Bilingual_Spanish-2021-07-30
17 PLAY Home Questionnaires - 18 Bilingual Spanish (2020-03-04)
18 PLAY_HomeQuestionaires_12_Bilingual_Spanish-2021-07-29
19 PLAY Home Questionnaires - 24 English (2019-11-20)
20 PLAY_HomeQuestionaires_18_Bilingual_English-2021-07-29
21 PLAY Home Questionnaires (12 English)
22 PLAY_HomeQuestionnaires_24_English-2021-07-30
23 PLAY Home Questionnaires - 24 Bilingual Spanish (2020-02-27)
24 PLAY_HomeQuestionaires_18_Bilingual_Spanish-2021-07-29
url
1 https://kc.kobotoolbox.org/api/v1/data/411456
2 https://kc.kobotoolbox.org/api/v1/data/740625
3 https://kc.kobotoolbox.org/api/v1/data/331453
4 https://kc.kobotoolbox.org/api/v1/data/363465
5 https://kc.kobotoolbox.org/api/v1/data/363431
6 https://kc.kobotoolbox.org/api/v1/data/334099
7 https://kc.kobotoolbox.org/api/v1/data/363349
8 https://kc.kobotoolbox.org/api/v1/data/307736
9 https://kc.kobotoolbox.org/api/v1/data/740631
10 https://kc.kobotoolbox.org/api/v1/data/1151489
11 https://kc.kobotoolbox.org/api/v1/data/1136694
12 https://kc.kobotoolbox.org/api/v1/data/740623
13 https://kc.kobotoolbox.org/api/v1/data/740628
14 https://kc.kobotoolbox.org/api/v1/data/363466
15 https://kc.kobotoolbox.org/api/v1/data/411469
16 https://kc.kobotoolbox.org/api/v1/data/740630
17 https://kc.kobotoolbox.org/api/v1/data/411388
18 https://kc.kobotoolbox.org/api/v1/data/740624
19 https://kc.kobotoolbox.org/api/v1/data/363381
20 https://kc.kobotoolbox.org/api/v1/data/740626
21 https://kc.kobotoolbox.org/api/v1/data/331848
22 https://kc.kobotoolbox.org/api/v1/data/740629
23 https://kc.kobotoolbox.org/api/v1/data/408149
24 https://kc.kobotoolbox.org/api/v1/data/740627
form_url
1 https://kf.kobotoolbox.org/api/v2/assets/a58ZhjX6M8WXtzLGvBaEaG.xls
2 https://kf.kobotoolbox.org/api/v2/assets/a8HyzdxnVjK53dt4fX3Vup.xls
3 https://kf.kobotoolbox.org/api/v2/assets/aae4wz2tpkSnAkea2PAzin.xls
4 https://kf.kobotoolbox.org/api/v2/assets/abYGMsrMvkGsnA4xm9kqC9.xls
5 https://kf.kobotoolbox.org/api/v2/assets/acCBJaRqBkSMPYdvaaWCSu.xls
6 https://kf.kobotoolbox.org/api/v2/assets/ad3NtS6TDPuKTUKCAyCuby.xls
7 https://kf.kobotoolbox.org/api/v2/assets/aEMERWLYQAdhaMKMt5QkD7.xls
8 https://kf.kobotoolbox.org/api/v2/assets/aeMJQLo56HWyVHkKX9oaJD.xls
9 https://kf.kobotoolbox.org/api/v2/assets/ahYJ7XRUcit8gbFYwaxnAV.xls
10 https://kf.kobotoolbox.org/api/v2/assets/aLqdPLTCZb8jvFkDxcFwzy.xls
11 https://kf.kobotoolbox.org/api/v2/assets/aMteoHisncRUStdyZfsjMB.xls
12 https://kf.kobotoolbox.org/api/v2/assets/aoLcmmN8KWG4N6A3XpUiRT.xls
13 https://kf.kobotoolbox.org/api/v2/assets/aRJW7SwKsVyZu8b4FighiM.xls
14 https://kf.kobotoolbox.org/api/v2/assets/asv7tL6CEYjiW2XCkLxhcX.xls
15 https://kf.kobotoolbox.org/api/v2/assets/aswcEAtxj24u9MfuBmS9AW.xls
16 https://kf.kobotoolbox.org/api/v2/assets/aThMD6zuEFjtTfptwcpZPg.xls
17 https://kf.kobotoolbox.org/api/v2/assets/aTyGBYk6HvRXmki9ksb29p.xls
18 https://kf.kobotoolbox.org/api/v2/assets/aUeYzPfq6WED4dDF28VT9D.xls
19 https://kf.kobotoolbox.org/api/v2/assets/aWd7wujF5d5HYaYMhT4jBZ.xls
20 https://kf.kobotoolbox.org/api/v2/assets/awMnFDna5kWR3LXKyGmFMd.xls
21 https://kf.kobotoolbox.org/api/v2/assets/axYbEbLcJxzUNFbqMVySjJ.xls
22 https://kf.kobotoolbox.org/api/v2/assets/axyJSgLRDeSk3BHB6cJmYk.xls
23 https://kf.kobotoolbox.org/api/v2/assets/ayhCy68ZTaDGc7tuGthQpJ.xls
24 https://kf.kobotoolbox.org/api/v2/assets/aYokcZAjTZ9JCyVXz4R5rh.xlsThere are n= {r dim(kb_home_df)[1]} separate data files.
We save the answer files in data/xlsx/home_visit/raw/ans and the question files in data/xlsx/home_visit/raw/qs. To extract the answer data only, we would set save_form = FALSE.
This process seems inefficient. Most of the time most of the files do not change. But, it ensures that if there are any upstream changes to the raw KoBoToolbox data forms that those get propagated to our local copies.
kobo_retrieve_save_many_xlsx(
kb_home_df,
save_dir = file.path(here::here(), "data/xlsx/home_visit/raw"),
save_form = TRUE
)Retrieving 24 files from KoBoToolbox site.Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/411456_PLAY_Home_Questionaires_-_12_Bilingual_English_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/411456_PLAY_Home_Questionaires_-_12_Bilingual_English_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740625_PLAY_HomeQuestionaires_12_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740625_PLAY_HomeQuestionaires_12_English-forms.xlsx`KoBo files: ■■■ 8% | ETA: 50sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/331453_PLAY_Home_Questionnaires_24_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/331453_PLAY_Home_Questionnaires_24_English-forms.xlsx`KoBo files: ■■■■■ 12% | ETA: 38sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/363465_PLAY_Home_Questionnaires_-_24_Bilingual_English_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/363465_PLAY_Home_Questionnaires_-_24_Bilingual_English_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/363431_PLAY_Home_Questionnaires_-_12_English_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/363431_PLAY_Home_Questionnaires_-_12_English_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/334099_PLAY_Home_Questionnaires_12_Bilingual_-_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/334099_PLAY_Home_Questionnaires_12_Bilingual_-_English-forms.xlsx`KoBo files: ■■■■■■■■■ 25% | ETA: 28sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/363349_PLAY_Home_Questionnaires_-_18_English_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/363349_PLAY_Home_Questionnaires_-_18_English_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/307736_PLAY_Home_Questionnaires_18_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/307736_PLAY_Home_Questionnaires_18_English-forms.xlsx`KoBo files: ■■■■■■■■■■■ 33% | ETA: 23sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740631_PLAY_HomeQuestionaires_24_Bilingual_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740631_PLAY_HomeQuestionaires_24_Bilingual_English-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/1151489_Clone_of_Clone_of_PLAY_HomeQuestionnaires_18_English_-_NO_AUTO_METADATA.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/1151489_Clone_of_Clone_of_PLAY_HomeQuestionnaires_18_English_-_NO_AUTO_METADATA-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/1136694_Clone_of_PLAY_HomeQuestionnaires_18_English_-_NO_AUTO_TODAY.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/1136694_Clone_of_PLAY_HomeQuestionnaires_18_English_-_NO_AUTO_TODAY-forms.xlsx`KoBo files: ■■■■■■■■■■■■■■■ 46% | ETA: 18sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740623_PLAY_HomeQuestionaires_12_Bilingual_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740623_PLAY_HomeQuestionaires_12_Bilingual_English-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740628_PLAY_HomeQuestionnaires_18_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740628_PLAY_HomeQuestionnaires_18_English-forms.xlsx`KoBo files: ■■■■■■■■■■■■■■■■■ 54% | ETA: 16sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/363466_PLAY_Home_Questionnaires_-_18_Bilingual_English_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/363466_PLAY_Home_Questionnaires_-_18_Bilingual_English_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/411469_PLAY_Home_Questionnaires_-_12_Bilingual_Spanish_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/411469_PLAY_Home_Questionnaires_-_12_Bilingual_Spanish_2020-03-04-forms.xlsx`KoBo files: ■■■■■■■■■■■■■■■■■■■■ 62% | ETA: 13sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740630_PLAY_HomeQuestionaires_24_Bilingual_Spanish.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740630_PLAY_HomeQuestionaires_24_Bilingual_Spanish-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/411388_PLAY_Home_Questionnaires_-_18_Bilingual_Spanish_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/411388_PLAY_Home_Questionnaires_-_18_Bilingual_Spanish_2020-03-04-forms.xlsx`KoBo files: ■■■■■■■■■■■■■■■■■■■■■■ 71% | ETA: 10sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740624_PLAY_HomeQuestionaires_12_Bilingual_Spanish.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740624_PLAY_HomeQuestionaires_12_Bilingual_Spanish-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/363381_PLAY_Home_Questionnaires_-_24_English_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/363381_PLAY_Home_Questionnaires_-_24_English_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740626_PLAY_HomeQuestionaires_18_Bilingual_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740626_PLAY_HomeQuestionaires_18_Bilingual_English-forms.xlsx`KoBo files: ■■■■■■■■■■■■■■■■■■■■■■■■■■ 83% | ETA: 5sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/331848_PLAY_Home_Questionnaires_12_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/331848_PLAY_Home_Questionnaires_12_English-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740629_PLAY_HomeQuestionnaires_24_English.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740629_PLAY_HomeQuestionnaires_24_English-forms.xlsx`KoBo files: ■■■■■■■■■■■■■■■■■■■■■■■■■■■■■ 92% | ETA: 3sRetrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/408149_PLAY_Home_Questionnaires_-_24_Bilingual_Spanish_2020-03-04.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/408149_PLAY_Home_Questionnaires_-_24_Bilingual_Spanish_2020-03-04-forms.xlsx`Retrieving questionnaire responses...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/ans/740627_PLAY_HomeQuestionaires_18_Bilingual_Spanish.xlsx`Retrieving questions...Saved `/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/raw/qs/740627_PLAY_HomeQuestionaires_18_Bilingual_Spanish-forms.xlsx`[[1]]
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NULLSome of the form names are inconsistent, so we normalize them to fit the following pattern:
<form_id>_PLAY_HomeQuestionnaires_<age_group>_<lang_group>.xlsx
rename_home_xlsx(
fl = list.files(
file.path(here::here(), "data/xlsx/home_visit/raw/ans"),
"\\.xlsx$",
full.names = TRUE
),
out_dir = file.path(here::here(), "data/xlsx/home_visit/std_name")
) [1] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/1136694_PLAY_HomeQuestionnares_18_english.xlsx"
[2] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/1151489_PLAY_HomeQuestionnares_18_english.xlsx"
[3] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/307736_PLAY_HomeQuestionnares_18_english.xlsx"
[4] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/331453_PLAY_HomeQuestionnares_24_english.xlsx"
[5] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/331848_PLAY_HomeQuestionnares_12_english.xlsx"
[6] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/334099_PLAY_HomeQuestionnares_12_bilingual_english.xlsx"
[7] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/363349_PLAY_HomeQuestionnares_18_english.xlsx"
[8] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/363381_PLAY_HomeQuestionnares_24_english.xlsx"
[9] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/363431_PLAY_HomeQuestionnares_12_english.xlsx"
[10] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/363465_PLAY_HomeQuestionnares_24_bilingual_english.xlsx"
[11] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/363466_PLAY_HomeQuestionnares_18_bilingual_english.xlsx"
[12] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/408149_PLAY_HomeQuestionnares_24_bilingual_spanish.xlsx"
[13] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/411388_PLAY_HomeQuestionnares_18_bilingual_spanish.xlsx"
[14] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/411456_PLAY_HomeQuestionnares_12_bilingual_english.xlsx"
[15] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/411469_PLAY_HomeQuestionnares_12_bilingual_spanish.xlsx"
[16] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740623_PLAY_HomeQuestionnares_12_bilingual_english.xlsx"
[17] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740624_PLAY_HomeQuestionnares_12_bilingual_spanish.xlsx"
[18] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740625_PLAY_HomeQuestionnares_12_english.xlsx"
[19] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740626_PLAY_HomeQuestionnares_18_bilingual_english.xlsx"
[20] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740627_PLAY_HomeQuestionnares_18_bilingual_spanish.xlsx"
[21] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740628_PLAY_HomeQuestionnares_18_english.xlsx"
[22] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740629_PLAY_HomeQuestionnares_24_english.xlsx"
[23] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740630_PLAY_HomeQuestionnares_24_bilingual_spanish.xlsx"
[24] "/Users/rog1/rrr/KoBoToolbox/data/xlsx/home_visit/std_name/740631_PLAY_HomeQuestionnares_24_bilingual_english.xlsx"We save the (answer) CSVs in data/csv/home_visit/raw.
file_load_xlsx_save_many_csv(
in_dir = file.path(here::here(), "data/xlsx/home_visit/std_name"),
out_dir = file.path(here::here(), "data/csv/home_visit/raw"),
filter_str = ".*"
) [1] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/1136694_PLAY_HomeQuestionnares_18_english.csv"
[2] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/1151489_PLAY_HomeQuestionnares_18_english.csv"
[3] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/307736_PLAY_HomeQuestionnares_18_english.csv"
[4] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/331453_PLAY_HomeQuestionnares_24_english.csv"
[5] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/331848_PLAY_HomeQuestionnares_12_english.csv"
[6] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/334099_PLAY_HomeQuestionnares_12_bilingual_english.csv"
[7] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/363349_PLAY_HomeQuestionnares_18_english.csv"
[8] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/363381_PLAY_HomeQuestionnares_24_english.csv"
[9] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/363431_PLAY_HomeQuestionnares_12_english.csv"
[10] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/363465_PLAY_HomeQuestionnares_24_bilingual_english.csv"
[11] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/363466_PLAY_HomeQuestionnares_18_bilingual_english.csv"
[12] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/408149_PLAY_HomeQuestionnares_24_bilingual_spanish.csv"
[13] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/411388_PLAY_HomeQuestionnares_18_bilingual_spanish.csv"
[14] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/411456_PLAY_HomeQuestionnares_12_bilingual_english.csv"
[15] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/411469_PLAY_HomeQuestionnares_12_bilingual_spanish.csv"
[16] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740623_PLAY_HomeQuestionnares_12_bilingual_english.csv"
[17] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740624_PLAY_HomeQuestionnares_12_bilingual_spanish.csv"
[18] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740625_PLAY_HomeQuestionnares_12_english.csv"
[19] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740626_PLAY_HomeQuestionnares_18_bilingual_english.csv"
[20] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740627_PLAY_HomeQuestionnares_18_bilingual_spanish.csv"
[21] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740628_PLAY_HomeQuestionnares_18_english.csv"
[22] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740629_PLAY_HomeQuestionnares_24_english.csv"
[23] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740630_PLAY_HomeQuestionnares_24_bilingual_spanish.csv"
[24] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/raw/740631_PLAY_HomeQuestionnares_24_bilingual_english.csv"Next we import a CSV for a given form year, age group, and language group, and create two new CSV files: one with the MB-CDI data and one with all of the other survey questions.
By default, the document presumes that we want to convert all of the CSV files
Extract the ‘non-mbcdi’ questions first and add ‘non_mbcdi’ to the filename.
file_split_non_mbcdi_csvs(
fl = list.files(
file.path(here::here(), "data/csv/home_visit/raw"),
"\\.csv$",
full.names = TRUE
),
out_dir = file.path(here::here(), "data/csv/home_visit/non_mbcdi/raw")
)Saved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/1136694_non_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/1151489_non_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/307736_non_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/331453_non_mbcdi_24_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/331848_non_mbcdi_12_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/334099_non_mbcdi_12_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363349_non_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363381_non_mbcdi_24_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363431_non_mbcdi_12_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363465_non_mbcdi_24_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363466_non_mbcdi_18_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/408149_non_mbcdi_24_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/411388_non_mbcdi_18_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/411456_non_mbcdi_12_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/411469_non_mbcdi_12_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740623_non_mbcdi_12_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740624_non_mbcdi_12_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740625_non_mbcdi_12_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740626_non_mbcdi_18_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740627_non_mbcdi_18_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740628_non_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740629_non_mbcdi_24_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740630_non_mbcdi_24_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740631_non_mbcdi_24_bilingual_english.csv [1] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/1136694_non_mbcdi_18_english.csv"
[2] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/1151489_non_mbcdi_18_english.csv"
[3] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/307736_non_mbcdi_18_english.csv"
[4] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/331453_non_mbcdi_24_english.csv"
[5] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/331848_non_mbcdi_12_english.csv"
[6] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/334099_non_mbcdi_12_bilingual_english.csv"
[7] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363349_non_mbcdi_18_english.csv"
[8] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363381_non_mbcdi_24_english.csv"
[9] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363431_non_mbcdi_12_english.csv"
[10] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363465_non_mbcdi_24_bilingual_english.csv"
[11] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/363466_non_mbcdi_18_bilingual_english.csv"
[12] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/408149_non_mbcdi_24_bilingual_spanish.csv"
[13] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/411388_non_mbcdi_18_bilingual_spanish.csv"
[14] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/411456_non_mbcdi_12_bilingual_english.csv"
[15] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/411469_non_mbcdi_12_bilingual_spanish.csv"
[16] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740623_non_mbcdi_12_bilingual_english.csv"
[17] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740624_non_mbcdi_12_bilingual_spanish.csv"
[18] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740625_non_mbcdi_12_english.csv"
[19] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740626_non_mbcdi_18_bilingual_english.csv"
[20] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740627_non_mbcdi_18_bilingual_spanish.csv"
[21] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740628_non_mbcdi_18_english.csv"
[22] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740629_non_mbcdi_24_english.csv"
[23] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740630_non_mbcdi_24_bilingual_spanish.csv"
[24] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/non_mbcdi/raw/740631_non_mbcdi_24_bilingual_english.csv"Creating a separate MBCDI CSV relies on a very similar function file_split_mbcdi_csvs.
file_split_mbcdi_csvs(
fl = list.files(
file.path(here::here(), "data/csv/home_visit/raw"),
"\\.csv$",
full.names = TRUE
),
out_dir = file.path(here::here(), "data/csv/home_visit/mbcdi")
)Saved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/1136694_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/1151489_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/307736_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/331453_mbcdi_24_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/331848_mbcdi_12_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/334099_mbcdi_12_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363349_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363381_mbcdi_24_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363431_mbcdi_12_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363465_mbcdi_24_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363466_mbcdi_18_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/408149_mbcdi_24_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/411388_mbcdi_18_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/411456_mbcdi_12_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/411469_mbcdi_12_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740623_mbcdi_12_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740624_mbcdi_12_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740625_mbcdi_12_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740626_mbcdi_18_bilingual_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740627_mbcdi_18_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740628_mbcdi_18_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740629_mbcdi_24_english.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740630_mbcdi_24_bilingual_spanish.csvSaved /Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740631_mbcdi_24_bilingual_english.csv [1] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/1136694_mbcdi_18_english.csv"
[2] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/1151489_mbcdi_18_english.csv"
[3] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/307736_mbcdi_18_english.csv"
[4] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/331453_mbcdi_24_english.csv"
[5] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/331848_mbcdi_12_english.csv"
[6] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/334099_mbcdi_12_bilingual_english.csv"
[7] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363349_mbcdi_18_english.csv"
[8] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363381_mbcdi_24_english.csv"
[9] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363431_mbcdi_12_english.csv"
[10] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363465_mbcdi_24_bilingual_english.csv"
[11] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/363466_mbcdi_18_bilingual_english.csv"
[12] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/408149_mbcdi_24_bilingual_spanish.csv"
[13] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/411388_mbcdi_18_bilingual_spanish.csv"
[14] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/411456_mbcdi_12_bilingual_english.csv"
[15] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/411469_mbcdi_12_bilingual_spanish.csv"
[16] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740623_mbcdi_12_bilingual_english.csv"
[17] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740624_mbcdi_12_bilingual_spanish.csv"
[18] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740625_mbcdi_12_english.csv"
[19] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740626_mbcdi_18_bilingual_english.csv"
[20] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740627_mbcdi_18_bilingual_spanish.csv"
[21] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740628_mbcdi_18_english.csv"
[22] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740629_mbcdi_24_english.csv"
[23] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740630_mbcdi_24_bilingual_spanish.csv"
[24] "/Users/rog1/rrr/KoBoToolbox/data/csv/home_visit/mbcdi/740631_mbcdi_24_bilingual_english.csv"