{
  "_id": "6ab2a0193d719c1f8408df01",
  "Package": "humind",
  "Title": "Compose MSNA Indicators",
  "Version": "2026.4.1",
  "Authors@R": "c(\nperson(\"Quentin\", \"VILLOTTA\", , \"quentin.villotta@impact-initiatives.org\", role = c(\"aut\", \"cre\")),\nperson(\"Guillaume\", \"Noblet\", role = \"aut\"),\nperson(\"Iyed\", \"GHEDAMSI\", , \"iyed.ghedamsi@impact-initiatives.org\", role = \"aut\"),\nperson(\"Mario\", \"Fidalgo\", , \"mario.fidalgo@impact-initiatives.org\", role = \"aut\"),\nperson(\"Laith\", \"Abu-Nawwas\", role = \"ctb\"),\nperson(\"Sunhee\", \"Moraes\", role = \"ctb\"),\nperson(\"Raphael\", \"Bacot\", role = \"ctb\"),\nperson(\"IMPACT Initiatives\", role = \"cph\")\n)",
  "Description": "Compose usual humanitarian composite indicators related to\nIMPACT Multi-Sector Needs Assessments (MSNAs) such as food sec\nindicators (rCSI, LCSI, HHS, FCS), Washington Group Short Set\nof questions, JMP ladders, as well as specific indicators\nrelated to the MSNI framework.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "URL": "https://impact-initiatives-hppu.github.io/humind/,\nhttps://github.com/impact-initiatives-hppu/humind",
  "BugReports": "https://github.com/impact-initiatives-hppu/humind/issues",
  "VignetteBuilder": "knitr",
  "Config/Needs/website": "rmarkdown",
  "Config/testthat/edition": "3",
  "Config/roxygen2/version": "8.1.0",
  "LazyData": "true",
  "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev",
  "Repository": "https://impact-initiatives-hppu.r-universe.dev",
  "Date/Publication": "2026-09-22 11:38:54 UTC",
  "RemoteUrl": "https://github.com/impact-initiatives-hppu/humind",
  "RemoteRef": "HEAD",
  "RemoteSha": "07e30e9ca2b2ac0be977c675ee7b37415b44b821",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-22 15:26:06 UTC",
    "User": "root"
  },
  "Author": "Quentin VILLOTTA [aut, cre],\nGuillaume Noblet [aut],\nIyed GHEDAMSI [aut],\nMario Fidalgo [aut],\nLaith Abu-Nawwas [ctb],\nSunhee Moraes [ctb],\nRaphael Bacot [ctb],\nIMPACT Initiatives [cph]",
  "Maintainer": "Quentin VILLOTTA <quentin.villotta@impact-initiatives.org>",
  "_user": "impact-initiatives-hppu",
  "_type": "src",
  "_file": "humind_2026.4.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/f46bf53d6a0dd37466db3bebf2e0d1ea0c2d56ef2b804f38ef3d4a0c07244cf5",
  "_filesize": 744509,
  "_sha256": "f46bf53d6a0dd37466db3bebf2e0d1ea0c2d56ef2b804f38ef3d4a0c07244cf5",
  "_expires": "2026-12-31T15:34:46.000Z",
  "_created": "2026-09-22T15:26:06.000Z",
  "_published": "2026-09-22T15:34:49.768Z",
  "_jobs": [
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    },
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  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/impact-initiatives-hppu/actions/runs/35746815546",
  "_status": "success",
  "_upstream": "https://github.com/impact-initiatives-hppu/humind",
  "_commit": {
    "id": "07e30e9ca2b2ac0be977c675ee7b37415b44b821",
    "author": "ig-impact <iyed.ghedamsi@impact-initiatives.org>",
    "committer": "GitHub <noreply@github.com>",
    "message": "chore(release):  v2026.4.1\n\n* fix(practices): weight yes_work/yes_livelihood/yes_water as 2 (#809)\n\n* chore(release): bump version to 2026.4.1\n\n* chore(release): regenerate docs and README for 2026.4.1\n\n---------\n\nCo-authored-by: Iyed GHEDAMSI <iyedg.ghedamsi@impact-initiatives.org>",
    "time": 1790077134
  },
  "_maintainer": {
    "name": "Quentin VILLOTTA",
    "email": "quentin.villotta@impact-initiatives.org",
    "login": "quentinvillotta",
    "description": "",
    "uuid": 167307816
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
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  "_owner": "impact-initiatives-hppu",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-40",
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    },
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      "week": "2025-48",
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  "_tags": [
    {
      "name": "v2025.1.2",
      "date": "2025-10-01"
    },
    {
      "name": "v2025.1.3",
      "date": "2025-10-05"
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  "_stars": 6,
  "_contributors": [
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    },
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  "_userbio": {
    "uuid": 143421782,
    "type": "organization",
    "name": "IMPACT Initiatives - Humanitarian Planning and Prioritization Unit",
    "followers": 15
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/humind"
  },
  "_devurl": "https://github.com/impact-initiatives-hppu/humind",
  "_pkgdown": "https://impact-initiatives-hppu.github.io/humind/",
  "_searchresults": 19,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/humind.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_cranurl": false,
  "_exports": [
    "add_access_to_phone_best",
    "add_access_to_phone_coverage",
    "add_age_18_cat",
    "add_age_cat",
    "add_comp_edu",
    "add_comp_foodsec",
    "add_comp_health",
    "add_comp_prot",
    "add_comp_snfi",
    "add_comp_wash",
    "add_drinking_water_quality_jmp_cat",
    "add_drinking_water_source_cat",
    "add_drinking_water_time_cat",
    "add_drinking_water_time_threshold_cat",
    "add_expenditure_type_freq_rank",
    "add_expenditure_type_infreq_rank",
    "add_expenditure_type_prop_freq",
    "add_expenditure_type_prop_infreq",
    "add_expenditure_type_zero_freq",
    "add_expenditure_type_zero_infreq",
    "add_fclcm_phase",
    "add_fcm_phase",
    "add_fcs",
    "add_fds_cannot_cat",
    "add_handwashing_facility_cat",
    "add_hhs",
    "add_hoh_final",
    "add_hwise",
    "add_income_source_prop",
    "add_income_source_rank",
    "add_income_source_zero_to_sl",
    "add_lcsi",
    "add_loop_age_dummy",
    "add_loop_age_dummy_to_main",
    "add_loop_age_gender_dummy",
    "add_loop_age_gender_dummy_to_main",
    "add_loop_edu_access_d",
    "add_loop_edu_access_d_to_main",
    "add_loop_edu_barrier_protection_d",
    "add_loop_edu_barrier_protection_d_to_main",
    "add_loop_edu_disrupted_d",
    "add_loop_edu_disrupted_d_to_main",
    "add_loop_edu_ind_age_corrected",
    "add_loop_edu_ind_schooling_age_d_to_main",
    "add_loop_healthcare_needed_cat",
    "add_loop_healthcare_needed_cat_to_main",
    "add_loop_wgq_ss",
    "add_loop_wgq_ss_to_main",
    "add_msni",
    "add_occupancy_cat",
    "add_prot_score_movement",
    "add_prot_score_practices",
    "add_prot_score_rights",
    "add_quantile_interval",
    "add_rcsi",
    "add_received_assistance",
    "add_sanitation_facility_cat",
    "add_sanitation_facility_jmp_cat",
    "add_sharing_sanitation_facility_cat",
    "add_sharing_sanitation_facility_n_ind",
    "add_shelter_damage_cat",
    "add_shelter_issue_cat",
    "add_shelter_type_cat",
    "count_if_above_zero",
    "impute_median",
    "impute_value",
    "is_in_need",
    "is_in_severe_need",
    "num_cat",
    "rank_top3_vars",
    "sum_vars",
    "value_to_sl"
  ],
  "_datasets": [
    {
      "name": "humind_edu_ind",
      "title": "Dummy demo MSNA education loop data",
      "object": "humind_edu_ind",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "_submission__uuid",
        "edu_ind_age",
        "edu_access",
        "edu_barrier",
        "edu_disrupted_attack",
        "edu_disrupted_hazards",
        "edu_disrupted_displaced",
        "edu_disrupted_teacher"
      ],
      "rows": 26630,
      "table": true,
      "tojson": true
    },
    {
      "name": "humind_health_ind",
      "title": "Dummy MSNA health loop data",
      "object": "humind_health_ind",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "_submission__uuid",
        "health_ind_healthcare_needed",
        "health_ind_healthcare_received"
      ],
      "rows": 30300,
      "table": true,
      "tojson": true
    },
    {
      "name": "humind_main",
      "title": "Dummy MSNA household (main) data",
      "object": "humind_main",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "_uuid",
        "start",
        "fsl_fcs_cereal",
        "fsl_fcs_legumes",
        "fsl_fcs_veg",
        "fsl_fcs_fruit",
        "fsl_fcs_meat",
        "fsl_fcs_dairy",
        "fsl_fcs_sugar",
        "fsl_fcs_oil",
        "fsl_hhs_nofoodhh",
        "fsl_hhs_nofoodhh_freq",
        "fsl_hhs_sleephungry",
        "fsl_hhs_sleephungry_freq",
        "fsl_hhs_alldaynight",
        "fsl_hhs_alldaynight_freq",
        "fsl_rcsi_lessquality",
        "fsl_rcsi_borrow",
        "fsl_rcsi_mealsize",
        "fsl_rcsi_mealadult",
        "fsl_rcsi_mealnb",
        "fsl_lcsi_stress1_host",
        "fsl_lcsi_stress1_camp",
        "fsl_lcsi_stress2_host",
        "fsl_lcsi_stress2_camp",
        "fsl_lcsi_stress3",
        "fsl_lcsi_stress4",
        "fsl_lcsi_crisis1",
        "fsl_lcsi_crisis2",
        "fsl_lcsi_crisis3",
        "fsl_lcsi_emergency1",
        "fsl_lcsi_emergency2_host",
        "fsl_lcsi_emergency2_camp",
        "fsl_lcsi_emergency3_host",
        "fsl_lcsi_emergency3_camp",
        "wash_hwise_drink",
        "wash_hwise_hands",
        "wash_hwise_plans",
        "wash_hwise_worry",
        "wash_drinking_water_source",
        "wash_drinking_water_time_yn",
        "wash_drinking_water_time_int",
        "wash_drinking_water_time_sl",
        "wash_sanitation_facility",
        "wash_sanitation_facility_sharing_yn",
        "wash_sanitation_facility_sharing_n",
        "hh_size",
        "setting",
        "wash_handwashing_facility",
        "wash_handwashing_facility_observed_water_yn",
        "wash_handwashing_facility_reported",
        "wash_handwashing_facility_water_reported_yn",
        "wash_soap_observed_yn",
        "wash_soap_observed_type",
        "wash_soap_reported_yn",
        "wash_soap_reported_type",
        "snfi_shelter_type",
        "snfi_shelter_type_individual",
        "snfi_shelter_issue",
        "snfi_shelter_issue/none",
        "snfi_shelter_issue/lack_privacy",
        "snfi_shelter_issue/lack_space",
        "snfi_shelter_issue/temperature",
        "snfi_shelter_issue/ventilation",
        "snfi_shelter_issue/vectors",
        "snfi_shelter_issue/no_natural_light",
        "snfi_shelter_issue/leak",
        "snfi_shelter_issue/lock",
        "snfi_shelter_issue/lack_lighting",
        "snfi_shelter_issue/difficulty_move",
        "snfi_shelter_issue/lack_space_laundry",
        "snfi_shelter_issue/other",
        "snfi_shelter_issue/dnk",
        "snfi_shelter_issue/pnta",
        "snfi_shelter_damage/none",
        "snfi_shelter_damage/minor_roof",
        "snfi_shelter_damage/major_roof",
        "snfi_shelter_damage/windows_doors",
        "snfi_shelter_damage/floors",
        "snfi_shelter_damage/walls",
        "snfi_shelter_damage/total_collapse",
        "snfi_shelter_damage/other",
        "snfi_shelter_damage/dnk",
        "snfi_shelter_damage/pnta",
        "snfi_fds_cooking",
        "snfi_fds_sleeping",
        "snfi_fds_storing",
        "energy_lighting_source",
        "hlp_occupancy",
        "hlp_risk_eviction",
        "prot_needs_3_movement/no_changes_feel_unsafe",
        "prot_needs_3_movement/no_safety_concerns",
        "prot_needs_3_movement/women_girls_avoid_places",
        "prot_needs_3_movement/men_avoid_places",
        "prot_needs_3_movement/boys_avoid_places",
        "prot_needs_3_movement/women_girls_avoid_night",
        "prot_needs_3_movement/men_avoid_night",
        "prot_needs_3_movement/boys_avoid_night",
        "prot_needs_3_movement/girls_boys_avoid_school",
        "prot_needs_3_movement/different_routes",
        "prot_needs_3_movement/avoid_markets",
        "prot_needs_3_movement/avoid_public_offices",
        "prot_needs_3_movement/avoid_fields",
        "prot_needs_3_movement/women_girls_boys_avoid_firewood",
        "prot_needs_3_movement/women_girls_boys_avoid_places",
        "prot_needs_3_movement/other_safety_measures",
        "prot_needs_3_movement/dnk",
        "prot_needs_3_movement/pnta",
        "prot_needs_2_activities/yes_work",
        "prot_needs_2_activities/yes_livelihood",
        "prot_needs_2_activities/yes_safety",
        "prot_needs_2_activities/yes_farm",
        "prot_needs_2_activities/yes_water",
        "prot_needs_2_activities/yes_other_activities",
        "prot_needs_2_activities/yes_free_choices",
        "prot_needs_2_activities/no",
        "prot_needs_2_activities/dnk",
        "prot_needs_2_activities/pnta",
        "prot_needs_2_social/yes_visiting_family",
        "prot_needs_2_social/yes_visiting_friends",
        "prot_needs_2_social/yes_community_events",
        "prot_needs_2_social/yes_joining_groups",
        "prot_needs_2_social/yes_other_social",
        "prot_needs_2_social/yes_child_recreation",
        "prot_needs_2_social/yes_decision_making",
        "prot_needs_2_social/no",
        "prot_needs_2_social/dnk",
        "prot_needs_2_social/pnta",
        "prot_needs_1_services/yes_healthcare",
        "prot_needs_1_services/yes_schools",
        "prot_needs_1_services/yes_therapeutic_services",
        "prot_needs_1_services/yes_edu_facilities",
        "prot_needs_1_services/yes_social_services",
        "prot_needs_1_services/yes_gov_services",
        "prot_needs_1_services/yes_other_services",
        "prot_needs_1_services/none",
        "prot_needs_1_services/dnk",
        "prot_needs_1_services/pnta",
        "prot_needs_1_justice/yes_identity_documents",
        "prot_needs_1_justice/yes_counselling_legal",
        "prot_needs_1_justice/yes_property_docs",
        "prot_needs_1_justice/yes_gov_services",
        "prot_needs_1_justice/yes_birth_certificates",
        "prot_needs_1_justice/yes_other_services",
        "prot_needs_1_justice/no",
        "prot_needs_1_justice/dnk",
        "prot_needs_1_justice/pnta",
        "admin1"
      ],
      "rows": 5408,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "add_access_to_phone_best",
      "title": "Add Best Phone Access and Coverage Information",
      "topics": [
        "add_access_to_phone_best",
        "add_access_to_phone_coverage"
      ]
    },
    {
      "page": "add_age_cat",
      "title": "Categorize Age and Create Age-Related Variables",
      "topics": [
        "add_age_18_cat",
        "add_age_cat"
      ]
    },
    {
      "page": "add_barriers_assistance_any",
      "title": "Any barriers to accessing humanitarian assistance encountered",
      "topics": [
        "add_barriers_assistance_any"
      ]
    },
    {
      "page": "add_comp_edu",
      "title": "Calculate Education Sectoral Composite Score and Need Indicators",
      "topics": [
        "add_comp_edu"
      ]
    },
    {
      "page": "add_comp_foodsec",
      "title": "Calculate Food Security Sectoral Composite Score and Need Indicators",
      "topics": [
        "add_comp_foodsec"
      ]
    },
    {
      "page": "add_comp_health",
      "title": "Calculate Health Composite Score and Need Indicators",
      "topics": [
        "add_comp_health"
      ]
    },
    {
      "page": "add_comp_prot",
      "title": "Add overall Protection composite score and need flags",
      "topics": [
        "add_comp_prot"
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    },
    {
      "page": "add_comp_snfi",
      "title": "Add SNFI Sectoral Composite Score and Need Indicators",
      "topics": [
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    },
    {
      "page": "add_comp_wash",
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      "topics": [
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    },
    {
      "page": "add_drinking_water_source_cat",
      "title": "Add Drinking Water Quality JMP Category",
      "topics": [
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        "add_drinking_water_source_cat",
        "add_drinking_water_time_cat",
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    {
      "page": "add_expenditure_type_freq_rank",
      "title": "Rank Top 3 Frequent Expenditure Types",
      "topics": [
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    },
    {
      "page": "add_expenditure_type_infreq_rank",
      "title": "Rank Top 3 Infrequent Expenditure Types",
      "topics": [
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    },
    {
      "page": "add_expenditure_type_prop_freq",
      "title": "Add Frequent Expenditure Type Amount as Proportions of Total Frequent Expenditure",
      "topics": [
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      ]
    },
    {
      "page": "add_expenditure_type_prop_infreq",
      "title": "Add Infrequent Expenditure Type Proportions",
      "topics": [
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      ]
    },
    {
      "page": "add_expenditure_type_zero_freq",
      "title": "Add Zero for Skipped Frequent Expenditure Types",
      "topics": [
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    },
    {
      "page": "add_expenditure_type_zero_infreq",
      "title": "Add Zero for Skipped Infrequent Expenditure Types",
      "topics": [
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      ]
    },
    {
      "page": "add_fclcm_phase",
      "title": "Calculating the Food Consumption-Livelihood Coping Matrix",
      "topics": [
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      ]
    },
    {
      "page": "add_fcm_phase",
      "title": "Add the food consumption matrix to the dataset",
      "topics": [
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      ]
    },
    {
      "page": "add_fcs",
      "title": "add_fcs",
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    },
    {
      "page": "add_fds_cannot_cat",
      "title": "Add Functional Domestic Space Tasks Categories",
      "topics": [
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    },
    {
      "page": "add_handwashing_facility_cat",
      "title": "Add Handwashing Facility Category",
      "topics": [
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    },
    {
      "page": "add_hhs",
      "title": "Add the household hunger scale to the dataset",
      "topics": [
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    },
    {
      "page": "add_hoh_final",
      "title": "Update Head of Household Information",
      "topics": [
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    {
      "page": "add_hwise",
      "title": "Add Household Water Insecurity Experiences (HWISE) Score",
      "topics": [
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    },
    {
      "page": "add_income_source_prop",
      "title": "Add Income Source Amounts as Proportions of Total Income",
      "topics": [
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    },
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      "page": "add_income_source_rank",
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      "topics": [
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    {
      "page": "add_income_source_zero_to_sl",
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    {
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      "page": "add_loop_wgq_ss",
      "title": "Prepare Washington Group Short Set (WG-SS) Disability Indicators",
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      "page": "add_occupancy_cat",
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      "page": "add_prot_score_practices",
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      "page": "add_prot_score_rights",
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      "page": "add_quantile_interval",
      "title": "Add Quantile Intervals to Income Variable",
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      "page": "add_rcsi",
      "title": "Add indicator for reduced Household CSI Score(rcsi)",
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      "page": "add_received_assistance",
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      "page": "add_sanitation_facility_cat",
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