Analysis by population group
cleaningtools_analysis_by_group.RdSurvey data
Examples
cleaningtools_analysis_by_group
#> # A tibble: 3,091 × 13
#> main_variable `label::English (en)` `label::Arabic (ar)` choice
#> <chr> <chr> <chr> <chr>
#> 1 hhh_r Are you the head of household? هل انت رب الاسرة؟ yes
#> 2 hhh_r Are you the head of household? هل انت رب الاسرة؟ no
#> 3 hhh_r Are you the head of household? هل انت رب الاسرة؟ yes
#> 4 hhh_r Are you the head of household? هل انت رب الاسرة؟ no
#> 5 hhh_r Are you the head of household? هل انت رب الاسرة؟ yes
#> 6 hhh_r Are you the head of household? هل انت رب الاسرة؟ no
#> 7 hhh_r Are you the head of household? هل انت رب الاسرة؟ yes
#> 8 hhh_r Are you the head of household? هل انت رب الاسرة؟ yes
#> 9 hhh_r Are you the head of household? هل انت رب الاسرة؟ no
#> 10 hhh_r Are you the head of household? هل انت رب الاسرة؟ yes
#> # ℹ 3,081 more rows
#> # ℹ 9 more variables: `choice_label::English (en)` <chr>,
#> # `choice_label::Arabic (ar)` <chr>, subset_1_val <int>, mean.pct <dbl>,
#> # mean.pct_low <dbl>, mean.pct_upp <dbl>, n_unweighted <int>,
#> # subset_1_name <chr>, response_count <int>
cleaningtools_raw_data
#> # A tibble: 632 × 348
#> X.U.FEFF.start end date_assessment deviceid enumerator_num neighbourhood
#> <chr> <chr> <chr> <chr> <int> <chr>
#> 1 2021-07-05T10:58… 2021… 2021-07-05 collect… 13 A2
#> 2 2021-07-05T10:08… 2021… 2021-07-05 collect… 13 A2
#> 3 2021-07-05T11:22… 2021… 2021-07-05 collect… 8 A2
#> 4 2021-07-04T22:22… 2021… 2021-07-04 collect… 15 A2
#> 5 2021-07-04T23:11… 2021… 2021-07-04 collect… 15 A2
#> 6 2021-07-05T10:17… 2021… 2021-07-05 collect… 14 A2
#> 7 2021-07-05T11:38… 2021… 2021-07-05 collect… 4 A4
#> 8 2021-07-05T11:01… 2021… 2021-07-05 collect… 16 A2
#> 9 2021-07-05T11:45… 2021… 2021-07-05 collect… 16 A2
#> 10 2021-07-05T10:19… 2021… 2021-07-05 collect… 8 A2
#> # ℹ 622 more rows
#> # ℹ 342 more variables: consent_remote <chr>, hhh_r <chr>,
#> # will_to_response_r <chr>, age_respondent_r <int>, age_hoh <int>,
#> # gender_hoh <chr>, displace_status <chr>, displace_status_returnee <chr>,
#> # return_date <chr>, num_hh_member <int>, hh_hosting <chr>,
#> # num_hh_hosting <int>, hh_hosted <chr>, shelter_occupation <chr>,
#> # shelter_occupation_other <chr>, property_title <chr>, …
cleaningtools_cleaning_log
#> # A tibble: 726 × 11
#> X.U.FEFF.reported_date X_uuid enumerator_num questions issue old_value
#> <chr> <chr> <int> <chr> <chr> <chr>
#> 1 06/07/2021 1a80239e-a81… 8 air_cool… outl… 24
#> 2 06/07/2021 fcc6b9e8-c72… 16 water_ta… outl… 70000
#> 3 07/07/2021 a37512fa-f4e… 1 air_cool… outl… 20
#> 4 07/07/2021 9eeec67f-6bf… 3 air_cool… outl… 18
#> 5 10/07/2021 cfb721ab-e7b… 15 num_hh_h… outl… 10
#> 6 10/07/2021 686846a0-573… 15 number_p… outl… 7
#> 7 10/07/2021 03183d24-027… 2 pay_wate… outl… 10
#> 8 07/07/2021 51324001-970… 1 water_so… NA 0
#> 9 07/07/2021 d5d26992-388… 3 water_so… NA 0
#> 10 14/07/2021 3ef4cdde-bdc… 6 connecti… outl… 45
#> # ℹ 716 more rows
#> # ℹ 5 more variables: Comments.for.Field.Officer <chr>,
#> # Field.Officer.s.response <chr>, change_type <chr>, new_value <chr>,
#> # reason <chr>
cleaningtools_clean_data
#> # A tibble: 578 × 350
#> X.U.FEFF.start end date_assessment deviceid enumerator_num neighbourhood
#> <chr> <chr> <chr> <chr> <int> <chr>
#> 1 2021-07-12T00:47… 2021… 2021-07-12 collect… 15 ofhfyt
#> 2 2021-07-13T11:25… 2021… 2021-07-13 collect… 16 ytjhfsd2
#> 3 2021-07-13T12:36… 2021… 2021-07-13 collect… 16 ytjhfsd2
#> 4 2021-07-13T10:21… 2021… 2021-07-13 collect… 8 ytjhfsd2
#> 5 2021-07-13T10:54… 2021… 2021-07-13 collect… 8 ytjhfsd2
#> 6 2021-07-13T11:18… 2021… 2021-07-13 collect… 13 ytjhfsd2
#> 7 2021-07-13T12:36… 2021… 2021-07-13 collect… 13 ytjhfsd2
#> 8 2021-07-13T13:21… 2021… 2021-07-13 collect… 13 ytjhfsd2
#> 9 2021-07-07T10:45… 2021… 2021-07-07 collect… 1 rfbv_1
#> 10 2021-07-07T11:47… 2021… 2021-07-07 collect… 1 rfbv_1
#> # ℹ 568 more rows
#> # ℹ 344 more variables: consent_remote <chr>, hhh_r <chr>,
#> # will_to_response_r <chr>, age_respondent_r <int>, age_hoh <int>,
#> # gender_hoh <chr>, displace_status <chr>, displace_status_returnee <chr>,
#> # return_date <chr>, num_hh_member <int>, hh_hosting <chr>,
#> # num_hh_hosting <int>, hh_hosted <chr>, shelter_occupation <chr>,
#> # shelter_occupation_other <chr>, property_title <chr>, …
cleaningtools_survey
#> # A tibble: 235 × 14
#> type name `label::English (en)` `label::Arabic (ar)` `hint::English (en)`
#> <chr> <chr> <chr> <chr> <chr>
#> 1 start start NA NA NA
#> 2 end end NA NA NA
#> 3 today date… NA NA NA
#> 4 audit audit NA NA NA
#> 5 device… devi… NA NA NA
#> 6 integer enum… Please record your e… رقم العامل To be filled in by …
#> 7 select… neig… Please record the ne… يرجى تسجيل الحي / م… NA
#> 8 select… gps_… Please record the na… يرجى تسجيل اسم نقطة… NA
#> 9 select… cons… Hello, my name is __… مرحبًا ، اسمي __ وأن… NA
#> 10 begin_… hh_i… Household Information معلومات عن الأسرة NA
#> # ℹ 225 more rows
#> # ℹ 9 more variables: `hint::Arabic (ar)` <chr>, required <chr>,
#> # relevant <chr>, choice_filter <chr>, constraint <chr>,
#> # `constraint_message::English (en)` <chr>,
#> # `constraint_message::Arabic (ar)` <chr>, appearance <chr>, parameters <chr>
cleaningtools_choices
#> # A tibble: 970 × 5
#> list_name name `label::English (en)` `label::Arabic (ar)` filter
#> <chr> <chr> <chr> <chr> <chr>
#> 1 sex male Male ذكر NA
#> 2 sex female Female انثى NA
#> 3 NA NA NA NA NA
#> 4 shelter_occupation owned Owned/purchased ملك/شراء NA
#> 5 shelter_occupation renting Rented اجار NA
#> 6 shelter_occupation granted… Granted by organisat… منح من قبل المنضمات… NA
#> 7 shelter_occupation granted… Granted by relatives… منح من قبل الاقارب/… NA
#> 8 shelter_occupation granted… Granted by others wi… منح من قبل جهات اخر… NA
#> 9 shelter_occupation squatted Squatted without per… مستولى عليها بدون أ… NA
#> 10 shelter_occupation other Other (specify) اخرى، يرجى الوصف NA
#> # ℹ 960 more rows
cleaningtools_overall_analysis
#> # A tibble: 479 × 11
#> main_variable `label::English (en)` `label::Arabic (ar)` choice
#> <chr> <chr> <chr> <chr>
#> 1 hhh_r Are you the head of hou… هل انت رب الاسرة؟ no
#> 2 hhh_r Are you the head of hou… هل انت رب الاسرة؟ yes
#> 3 will_to_response_r Are you willing and abl… اذا كلا, هل انت قاد… yes
#> 4 age_respondent_r What is your age? كم عمرك؟ NA
#> 5 age_hoh What is the age of the … كم هو عمر رب الاسر؟ NA
#> 6 gender_hoh What is the gender of t… ما هو جنس رب الاسرة؟ female
#> 7 gender_hoh What is the gender of t… ما هو جنس رب الاسرة؟ male
#> 8 displace_status Was your household livi… هل كانت اسرتك تعيش … no
#> 9 displace_status Was your household livi… هل كانت اسرتك تعيش … yes
#> 10 displace_status_returnee Has your household been… هل نزحت أسرتك من مد… yes
#> # ℹ 469 more rows
#> # ℹ 7 more variables: `choice_label::English (en)` <chr>,
#> # `choice_label::Arabic (ar)` <chr>, mean.pct <dbl>, mean.pct_low <dbl>,
#> # mean.pct_upp <dbl>, n_unweighted <int>, response_count <int>
cleaningtools_sample_frame
#> Managed.by Governorate Neighbourhood Total.no.of.HH Collected Remaining
#> 1 Talafar Ninewa A1 22 NA NA
#> 2 Talafar Ninewa A2 19 NA NA
#> 3 Talafar Ninewa A3 5 NA NA
#> 4 Talafar Ninewa A4 6 NA NA
#> 5 Talafar Ninewa B1 12 NA NA
#> 6 Talafar Ninewa B2 15 NA NA
#> 7 Talafar Ninewa B3 5 NA NA
#> 8 Talafar Ninewa B4 2 NA NA
#> 9 Talafar Ninewa c 27 NA NA
#> 10 Talafar Ninewa Bx1 13 NA NA
#> 11 Talafar Ninewa Bx2 10 NA NA
#> 12 Talafar Ninewa Bdd1 9 NA NA
#> 13 Talafar Ninewa Bdd2 11 NA NA
#> 14 Talafar Ninewa cc 16 NA NA
#> 15 Talafar Ninewa Bcccc 11 NA NA
#> 16 Talafar Ninewa Bccccccc_1 14 NA NA
#> 17 Talafar Ninewa Bccccccc_2 14 NA NA
#> 18 Talafar Ninewa r1 4 NA NA
#> 19 Talafar Ninewa tr2 27 NA NA
#> 20 Talafar Ninewa tr3 14 NA NA
#> 21 Talafar Ninewa tr4 8 NA NA
#> 22 Talafar Ninewa oyt 35 NA NA
#> 23 Talafar Ninewa frgdf 23 NA NA
#> 24 Talafar Ninewa rtrtrtr_1 18 NA NA
#> 25 Talafar Ninewa rtrtrtr_2 24 NA NA
#> 26 Talafar Ninewa fdfddfdfdfd_1 14 NA NA
#> 27 Talafar Ninewa ofhfyt 13 NA NA
#> 28 Talafar Ninewa yttytyty 6 NA NA
#> 29 Talafar Ninewa ghghg 15 NA NA
#> 30 Talafar Ninewa sdddddds 1 NA NA
#> 31 Talafar Ninewa dddddddd 5 NA NA
#> 32 Talafar Ninewa eewr 7 NA NA
#> 33 Talafar Ninewa rfbv_1 11 NA NA
#> 34 Talafar Ninewa rfbv_3 10 NA NA
#> 35 Talafar Ninewa ftgtrh_1 13 NA NA
#> 36 Talafar Ninewa ftgtrh_2 17 NA NA
#> 37 Talafar Ninewa ytjhfsd1 20 NA NA
#> 38 Talafar Ninewa ytjhfsd2 18 NA NA
#> 39 Talafar Ninewa ytjhfsd3 7 NA NA
#> 40 Talafar Ninewa dgfd 14 NA NA
#> 41 Talafar Ninewa hgh 19 NA NA
#> 42 Talafar Ninewa ethgfbfds 24 NA NA