Changes

              
    

          
          
        
        

            
f
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{
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{
            
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  "author": null,
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  "author": null,
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "a3413c4d-56a0-4d22-99ba-04ba7f6063f0",
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  "creator_user_id": "a3413c4d-56a0-4d22-99ba-04ba7f6063f0",
            
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  "geo-location": "Malawi",
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  "geo-location": "Malawi",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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  "id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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  "isopen": false,
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  "isopen": false,
            
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  "license_title": null,
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  "license_title": null,
            
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  "locked": false,
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  "locked": false,
            
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  "maintainer": "Naomi team",
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  "maintainer": "Naomi team",
            
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  "maintainer_email": "naomi-support@unaids.org",
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  "maintainer_email": "naomi-support@unaids.org",
            
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  "metadata_created": "2024-10-24T15:13:20.786585",
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  "metadata_created": "2024-10-24T15:13:20.786585",
            
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  "metadata_modified": "2025-06-30T11:23:06.500461",
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  "metadata_modified": "2025-08-19T08:50:08.105797",
            
15
  "name": "malawi-country-estimates-2025",
15
  "name": "malawi-country-estimates-2025",
            
16
  "notes": "A record of the input data and final HIV estimates.",
16
  "notes": "A record of the input data and final HIV estimates.",
            
17
  "num_resources": 13,
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  "num_resources": 13,
            
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  "num_tags": 0,
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  "num_tags": 0,
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2019-05-01T07:45:27.380913",
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    "created": "2019-05-01T07:45:27.380913",
            
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    "description": "Ministry of Health for Malawi",
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    "description": "Ministry of Health for Malawi",
            
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    "id": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
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    "id": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
            
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    "image_url": 
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    "image_url": 
            
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aceofmalawi.com/wp-content/uploads/2014/05/Malawi2.gif?fit=289%2C300",
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aceofmalawi.com/wp-content/uploads/2014/05/Malawi2.gif?fit=289%2C300",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "malawi-moh",
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    "name": "malawi-moh",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Malawi",
29
    "title": "Malawi",
            
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    "type": "organization"
30
    "type": "organization"
            
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  },
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  },
            
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  "owner_org": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
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  "owner_org": "a3c34e9a-e883-4dff-99e2-41fcfb91cea0",
            
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  "private": false,
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  "private": false,
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resources": [
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  "resources": [
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2024-10-24T15:13:23.489409",
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      "created": "2024-10-24T15:13:23.489409",
            
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      "datastore_active": true,
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      "datastore_active": true,
            
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      "fork_activity": "",
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      "fork_activity": "",
            
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      "fork_resource": "",
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      "fork_resource": "",
            
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      "format": "GeoJSON",
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      "format": "GeoJSON",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "290e8473-27af-4ecd-a2d5-d2bbf8476435",
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      "id": "290e8473-27af-4ecd-a2d5-d2bbf8476435",
            
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      "last_modified": "2024-10-24T15:13:23.374770",
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      "last_modified": "2024-10-24T15:13:23.374770",
            
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
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      "metadata_modified": "2025-04-18T06:54:33.269008",
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      "metadata_modified": "2025-04-18T06:54:33.269008",
            
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      "mimetype": "application/geo+json",
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      "mimetype": "application/geo+json",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Geographic Data",
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      "name": "Geographic Data",
            
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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      "position": 0,
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      "position": 0,
            
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      "resource_type": "inputs-unaids-geographic",
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      "resource_type": "inputs-unaids-geographic",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
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      "schema": {
            
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        "fields": [
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        "fields": [
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
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              "required": true
            
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            },
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            },
            
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            "description": "An area_id from the specified area 
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            "description": "An area_id from the specified area 
            
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hierarchy",
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hierarchy",
            
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            "name": "area_id",
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            "name": "area_id",
            
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            "title": "Area ID",
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            "title": "Area ID",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
70
          {
            
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            "description": "Area name corresponding to area_id 
71
            "description": "Area name corresponding to area_id 
            
72
(optional)",
72
(optional)",
            
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            "name": "area_name",
73
            "name": "area_name",
            
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            "title": "Name",
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            "title": "Name",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "maximum": 8,
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              "maximum": 8,
            
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              "minimum": 0,
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              "minimum": 0,
            
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              "required": true
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              "required": true
            
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            },
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            },
            
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            "description": "An integer indicating the area admin 
83
            "description": "An integer indicating the area admin 
            
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level, where 0 represents the national level",
84
level, where 0 represents the national level",
            
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            "name": "area_level",
85
            "name": "area_level",
            
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            "title": "Admin Level",
86
            "title": "Admin Level",
            
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            "type": "integer"
87
            "type": "integer"
            
88
          },
88
          },
            
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          {
89
          {
            
90
            "description": "Area ID for the parent area in the 
90
            "description": "Area ID for the parent area in the 
            
91
hierarchy",
91
hierarchy",
            
92
            "name": "parent_area_id",
92
            "name": "parent_area_id",
            
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            "title": "Parent Area ID",
93
            "title": "Parent Area ID",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
96
          {
            
97
            "description": "Integer indicating the order that the 
97
            "description": "Integer indicating the order that the 
            
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areas should be sorted by in display tools",
98
areas should be sorted by in display tools",
            
99
            "name": "area_sort_order",
99
            "name": "area_sort_order",
            
100
            "title": "Area Sort Order",
100
            "title": "Area Sort Order",
            
101
            "type": "number"
101
            "type": "number"
            
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          }
102
          }
            
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        ],
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        ],
            
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        "missingValues": [
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        "missingValues": [
            
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          "",
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          "",
            
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          "NA"
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          "NA"
            
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        ],
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        ],
            
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        "primaryKey": "area_id",
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        "primaryKey": "area_id",
            
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        "require_field_order": false,
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        "require_field_order": false,
            
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        "title": "Geographic Data"
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        "title": "Geographic Data"
            
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      },
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      },
            
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      "sha256": 
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      "sha256": 
            
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"c53a6d72af276ff2266ca6887ae175495d408fb5b81e65e955aa6dbbc17cda3f",
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"c53a6d72af276ff2266ca6887ae175495d408fb5b81e65e955aa6dbbc17cda3f",
            
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      "size": 4397248,
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      "size": 4397248,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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urce/290e8473-27af-4ecd-a2d5-d2bbf8476435/download/mwi_areas.geojson",
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urce/290e8473-27af-4ecd-a2d5-d2bbf8476435/download/mwi_areas.geojson",
            
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      "url_type": "upload",
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      "url_type": "upload",
            
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      "validate_package": "true",
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      "validate_package": "true",
            
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      "validation_status": "success",
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      "validation_status": "success",
            
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      "validation_timestamp": "2025-04-18T06:54:32.558518"
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      "validation_timestamp": "2025-04-18T06:54:32.558518"
            
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    },
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    },
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2024-10-24T15:13:34.157040",
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      "created": "2024-10-24T15:13:34.157040",
            
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      "datastore_active": true,
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      "datastore_active": true,
            
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      "fork_activity": "",
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      "fork_activity": "",
            
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      "fork_resource": "",
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      "fork_resource": "",
            
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      "format": "CSV",
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      "format": "CSV",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "c7ff1ffc-8f87-4522-9d7f-60df6003d712",
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      "id": "c7ff1ffc-8f87-4522-9d7f-60df6003d712",
            
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      "last_modified": "2024-10-24T15:13:33.900622",
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      "last_modified": "2024-10-24T15:13:33.900622",
            
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
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      "metadata_modified": "2025-04-18T06:55:34.083107",
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      "metadata_modified": "2025-04-18T06:55:34.083107",
            
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      "mimetype": "text/csv",
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      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Survey Data",
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      "name": "Survey Data",
            
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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      "position": 1,
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      "position": 1,
            
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      "resource_type": "inputs-unaids-survey",
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      "resource_type": "inputs-unaids-survey",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
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      "schema": {
            
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        "description": "If data does not exist, please indicate so 
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        "description": "If data does not exist, please indicate so 
            
146
with the value \"NA\" and ignore any warning given by Excel.",
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with the value \"NA\" and ignore any warning given by Excel.",
            
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        "fields": [
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        "fields": [
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
150
              "required": true
            
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            },
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            },
            
152
            "description": "The indicator measured by the survey",
152
            "description": "The indicator measured by the survey",
            
153
            "name": "indicator",
153
            "name": "indicator",
            
154
            "title": "Indicator ID",
154
            "title": "Indicator ID",
            
155
            "type": "string"
155
            "type": "string"
            
156
          },
156
          },
            
157
          {
157
          {
            
158
            "constraints": {
158
            "constraints": {
            
159
              "required": true
159
              "required": true
            
160
            },
160
            },
            
161
            "description": "The ID of the survey",
161
            "description": "The ID of the survey",
            
162
            "name": "survey_id",
162
            "name": "survey_id",
            
163
            "title": "Survey ID",
163
            "title": "Survey ID",
            
164
            "type": "string"
164
            "type": "string"
            
165
          },
165
          },
            
166
          {
166
          {
            
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            "constraints": {
167
            "constraints": {
            
168
              "required": true
168
              "required": true
            
169
            },
169
            },
            
170
            "description": "The calendar quarter nearest to the 
170
            "description": "The calendar quarter nearest to the 
            
171
midpoint of the survey fieldwork period.",
171
midpoint of the survey fieldwork period.",
            
172
            "name": "survey_mid_calendar_quarter",
172
            "name": "survey_mid_calendar_quarter",
            
173
            "title": "Survey Midpoint Calendar Quarter",
173
            "title": "Survey Midpoint Calendar Quarter",
            
174
            "type": "string"
174
            "type": "string"
            
175
          },
175
          },
            
176
          {
176
          {
            
177
            "constraints": {
177
            "constraints": {
            
178
              "required": true
178
              "required": true
            
179
            },
179
            },
            
180
            "description": "An area_id from the specified area 
180
            "description": "An area_id from the specified area 
            
181
hierarchy",
181
hierarchy",
            
182
            "name": "area_id",
182
            "name": "area_id",
            
183
            "title": "Area ID",
183
            "title": "Area ID",
            
184
            "type": "string"
184
            "type": "string"
            
185
          },
185
          },
            
186
          {
186
          {
            
187
            "description": "Area name corresponding to area_id 
187
            "description": "Area name corresponding to area_id 
            
188
(optional)",
188
(optional)",
            
189
            "name": "area_name",
189
            "name": "area_name",
            
190
            "title": "Area Name",
190
            "title": "Area Name",
            
191
            "type": "string"
191
            "type": "string"
            
192
          },
192
          },
            
193
          {
193
          {
            
194
            "description": "Residence type",
194
            "description": "Residence type",
            
195
            "name": "res_type",
195
            "name": "res_type",
            
196
            "title": "Residence Type",
196
            "title": "Residence Type",
            
197
            "type": "string"
197
            "type": "string"
            
198
          },
198
          },
            
199
          {
199
          {
            
200
            "constraints": {
200
            "constraints": {
            
201
              "enum": [
201
              "enum": [
            
202
                "both",
202
                "both",
            
203
                "female",
203
                "female",
            
204
                "male"
204
                "male"
            
205
              ],
205
              ],
            
206
              "required": true
206
              "required": true
            
207
            },
207
            },
            
208
            "description": "Biological sex - must be either \"both\", 
208
            "description": "Biological sex - must be either \"both\", 
            
209
\"female\", or \"male\"",
209
\"female\", or \"male\"",
            
210
            "name": "sex",
210
            "name": "sex",
            
211
            "title": "Sex",
211
            "title": "Sex",
            
212
            "type": "string"
212
            "type": "string"
            
213
          },
213
          },
            
214
          {
214
          {
            
215
            "constraints": {
215
            "constraints": {
            
216
              "required": true
216
              "required": true
            
217
            },
217
            },
            
218
            "description": "The age group ID, of the form YXXX_ZZZ 
218
            "description": "The age group ID, of the form YXXX_ZZZ 
            
219
where XXX is the integer lower limit and ZZZ is the integer upper 
219
where XXX is the integer lower limit and ZZZ is the integer upper 
            
220
limit",
220
limit",
            
221
            "name": "age_group",
221
            "name": "age_group",
            
222
            "title": "Age Group",
222
            "title": "Age Group",
            
223
            "type": "string"
223
            "type": "string"
            
224
          },
224
          },
            
225
          {
225
          {
            
226
            "description": "The number of survey clusters",
226
            "description": "The number of survey clusters",
            
227
            "name": "n_clusters",
227
            "name": "n_clusters",
            
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            "title": "Number of clusters",
228
            "title": "Number of clusters",
            
229
            "type": "integer"
229
            "type": "integer"
            
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          },
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          },
            
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          {
231
          {
            
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            "constraints": {
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            "constraints": {
            
233
              "required": true
233
              "required": true
            
234
            },
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            },
            
235
            "description": "The number of survey observations",
235
            "description": "The number of survey observations",
            
236
            "name": "n_observations",
236
            "name": "n_observations",
            
237
            "title": "Number of observations",
237
            "title": "Number of observations",
            
238
            "type": "integer"
238
            "type": "integer"
            
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          },
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          },
            
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          {
240
          {
            
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            "constraints": {},
241
            "constraints": {},
            
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            "description": "The effective number of observations based 
242
            "description": "The effective number of observations based 
            
243
on Kish effective sample size",
243
on Kish effective sample size",
            
244
            "name": "n_eff_kish",
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            "name": "n_eff_kish",
            
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            "title": "Kish effective sample size",
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            "title": "Kish effective sample size",
            
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            "type": "number"
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            "type": "number"
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
250
              "required": true
            
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            },
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            },
            
252
            "description": "The value of the survey estimate",
252
            "description": "The value of the survey estimate",
            
253
            "name": "estimate",
253
            "name": "estimate",
            
254
            "title": "Estimate",
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            "title": "Estimate",
            
255
            "type": "number"
255
            "type": "number"
            
256
          },
256
          },
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
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              "required": true
            
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            },
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            },
            
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            "description": "The standard error on the estimate",
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            "description": "The standard error on the estimate",
            
262
            "name": "std_error",
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            "name": "std_error",
            
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            "title": "Standard Error",
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            "title": "Standard Error",
            
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            "type": "number"
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            "type": "number"
            
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          {
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          {
            
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            "constraints": {},
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            "constraints": {},
            
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            "description": "The value of the 95% confidence interval 
268
            "description": "The value of the 95% confidence interval 
            
269
lower bound",
269
lower bound",
            
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            "name": "ci_lower",
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            "name": "ci_lower",
            
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            "title": "95% Confidence Interval Lower Bound",
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            "title": "95% Confidence Interval Lower Bound",
            
272
            "type": "number"
272
            "type": "number"
            
273
          },
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          },
            
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          {
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          {
            
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            "constraints": {},
275
            "constraints": {},
            
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            "description": "The value of the 95% confidence interval 
276
            "description": "The value of the 95% confidence interval 
            
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upper bound",
277
upper bound",
            
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            "name": "ci_upper",
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            "name": "ci_upper",
            
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            "title": "95% Confidence Interval Upper Bound",
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            "title": "95% Confidence Interval Upper Bound",
            
280
            "type": "number"
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            "type": "number"
            
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          }
            
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        "foreignKeys": [
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        "foreignKeys": [
            
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          {
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          {
            
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            "fields": "area_id",
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            "fields": "area_id",
            
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            "reference": {
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            "reference": {
            
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              "fields": "area_id",
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              "fields": "area_id",
            
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              "resource": "4_geojson_frictionlessv5"
            
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        "missingValues": [
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        "missingValues": [
            
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          "",
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          "",
            
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          "NA"
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          "NA"
            
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        "primaryKey": [
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        "primaryKey": [
            
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          "indicator",
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          "indicator",
            
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          "survey_id",
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          "survey_id",
            
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          "area_id",
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          "area_id",
            
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          "survey_mid_calendar_quarter",
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          "survey_mid_calendar_quarter",
            
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          "age_group",
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          "age_group",
            
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          "sex"
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          "sex"
            
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        ],
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        ],
            
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        "require_field_order": false,
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        "require_field_order": false,
            
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        "title": "Survey Data",
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        "title": "Survey Data",
            
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        "version": "2.1"
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        "version": "2.1"
            
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      },
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      },
            
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      "sha256": 
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      "sha256": 
            
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"1231f55d678a39b6df822ee9f5358b7cbab9c039979c331a40d9d560df03aad8",
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      "size": 6907518,
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      "size": 6907518,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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c-8f87-4522-9d7f-60df6003d712/download/mwi_survey_hiv_indicators.csv",
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      "url_type": "upload",
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      "url_type": "upload",
            
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      "validation_status": "success",
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      "validation_status": "success",
            
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      "validation_timestamp": "2025-04-18T06:55:33.517503"
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      "validation_timestamp": "2025-04-18T06:55:33.517503"
            
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    },
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "datastore_active": true,
            
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      "fork_activity": "",
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      "fork_activity": "",
            
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      "fork_resource": "",
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      "fork_resource": "",
            
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      "format": "CSV",
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      "format": "CSV",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "3445b00e-e4e2-4412-872d-2ccd7670b6da",
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      "id": "3445b00e-e4e2-4412-872d-2ccd7670b6da",
            
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      "last_modified": "2024-10-24T15:13:38.321959",
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      "last_modified": "2024-10-24T15:13:38.321959",
            
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
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      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
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      "metadata_modified": "2025-04-18T06:55:39.356884",
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      "metadata_modified": "2025-04-18T06:55:39.356884",
            
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      "mimetype": "text/csv",
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      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Population Data",
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      "name": "Population Data",
            
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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      "position": 2,
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      "position": 2,
            
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      "resource_type": "inputs-unaids-population",
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      "resource_type": "inputs-unaids-population",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
337
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
338
\"allowed_users\": \"\", \"level\": \"restricted\"}",
338
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
339
      "schema": {
            
340
        "description": "If data does not exist, please indicate so 
340
        "description": "If data does not exist, please indicate so 
            
341
with the value \"NA\" and ignore any warning given by Excel.",
341
with the value \"NA\" and ignore any warning given by Excel.",
            
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        "fields": [
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        "fields": [
            
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          {
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          {
            
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            "constraints": {
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            "constraints": {
            
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              "required": true
345
              "required": true
            
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            },
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            },
            
347
            "description": "An area_id from the specified area 
347
            "description": "An area_id from the specified area 
            
348
hierarchy",
348
hierarchy",
            
349
            "name": "area_id",
349
            "name": "area_id",
            
350
            "title": "Area ID",
350
            "title": "Area ID",
            
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            "type": "string"
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            "type": "string"
            
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          },
352
          },
            
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          {
353
          {
            
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            "description": "Area name corresponding to area_id 
354
            "description": "Area name corresponding to area_id 
            
355
(optional)",
355
(optional)",
            
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            "name": "area_name",
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            "name": "area_name",
            
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            "title": "Area Name",
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            "title": "Area Name",
            
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            "type": "string"
358
            "type": "string"
            
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          },
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          },
            
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          {
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          {
            
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            "description": "Source of population data",
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            "description": "Source of population data",
            
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            "name": "source",
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            "name": "source",
            
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            "title": "Source",
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            "title": "Source",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
366
          {
            
367
            "description": "Calendar quarter",
367
            "description": "Calendar quarter",
            
368
            "name": "calendar_quarter",
368
            "name": "calendar_quarter",
            
369
            "title": "Calendar Quarter",
369
            "title": "Calendar Quarter",
            
370
            "type": "string"
370
            "type": "string"
            
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          },
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          },
            
372
          {
372
          {
            
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            "constraints": {
373
            "constraints": {
            
374
              "enum": [
374
              "enum": [
            
375
                "both",
375
                "both",
            
376
                "male",
376
                "male",
            
377
                "female"
377
                "female"
            
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              ],
378
              ],
            
379
              "required": true
379
              "required": true
            
380
            },
380
            },
            
381
            "description": "Biological sex - must be either \"both\", 
381
            "description": "Biological sex - must be either \"both\", 
            
382
\"female\", or \"male\"",
382
\"female\", or \"male\"",
            
383
            "name": "sex",
383
            "name": "sex",
            
384
            "title": "Sex",
384
            "title": "Sex",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
387
          {
            
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            "constraints": {
388
            "constraints": {
            
389
              "required": true
389
              "required": true
            
390
            },
390
            },
            
391
            "description": "The age group ID, of the form YXXX_ZZZ 
391
            "description": "The age group ID, of the form YXXX_ZZZ 
            
392
where XXX is the integer lower limit and ZZZ is the integer upper 
392
where XXX is the integer lower limit and ZZZ is the integer upper 
            
393
limit",
393
limit",
            
394
            "name": "age_group",
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            "name": "age_group",
            
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            "title": "Age Group",
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            "title": "Age Group",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
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          {
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          {
            
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            "constraints": {
399
            "constraints": {
            
400
              "minimum": 0,
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              "minimum": 0,
            
401
              "required": true
401
              "required": true
            
402
            },
402
            },
            
403
            "description": "Population for the group",
403
            "description": "Population for the group",
            
404
            "name": "population",
404
            "name": "population",
            
405
            "title": "Population",
405
            "title": "Population",
            
406
            "type": "number"
406
            "type": "number"
            
407
          },
407
          },
            
408
          {
408
          {
            
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            "constraints": {
409
            "constraints": {
            
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              "minimum": 0,
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              "minimum": 0,
            
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              "required": false
411
              "required": false
            
412
            },
412
            },
            
413
            "description": "Age-specific fertility rate",
413
            "description": "Age-specific fertility rate",
            
414
            "name": "asfr",
414
            "name": "asfr",
            
415
            "title": "Age-specific fertility rate",
415
            "title": "Age-specific fertility rate",
            
416
            "type": "number"
416
            "type": "number"
            
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          }
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          }
            
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        ],
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        ],
            
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        "foreignKeys": [
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        "foreignKeys": [
            
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          {
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          {
            
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            "fields": "area_id",
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            "fields": "area_id",
            
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            "reference": {
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            "reference": {
            
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              "fields": "area_id",
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              "resource": "4_geojson_frictionlessv5"
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              "resource": "4_geojson_frictionlessv5"
            
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            }
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            }
            
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          }
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          }
            
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        ],
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        ],
            
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        "missingValues": [
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        "missingValues": [
            
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          "",
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          "",
            
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          "NA"
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          "NA"
            
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        "primaryKey": [
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        "primaryKey": [
            
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          "area_id",
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          "calendar_quarter",
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          "calendar_quarter",
            
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          "sex",
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          "sex",
            
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          "age_group"
436
          "age_group"
            
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        ],
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        ],
            
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        "require_field_order": false,
438
        "require_field_order": false,
            
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        "title": "Population Data",
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        "title": "Population Data",
            
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        "version": "2.2"
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        "version": "2.2"
            
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      "sha256": 
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      "sha256": 
            
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"4d12793ee280b5502b8cf23bdb663d3fde1ee2ae8c2df7d5656cb46401f377d6",
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"4d12793ee280b5502b8cf23bdb663d3fde1ee2ae8c2df7d5656cb46401f377d6",
            
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      "state": "active",
            
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      "url": 
            
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4e2-4412-872d-2ccd7670b6da/download/mwi_population_projections18.csv",
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4e2-4412-872d-2ccd7670b6da/download/mwi_population_projections18.csv",
            
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      "url_type": "upload",
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      "url_type": "upload",
            
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      "validation_status": "success",
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      "validation_status": "success",
            
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      "validation_timestamp": "2025-04-18T06:55:38.933314"
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      "validation_timestamp": "2025-04-18T06:55:38.933314"
            
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    {
            
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      "cache_url": null,
            
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      "created": "2024-10-24T15:13:44.926261",
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      "created": "2024-10-24T15:13:44.926261",
            
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      "datastore_active": false,
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      "datastore_active": false,
            
n
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      "description": "_v08 updates (2025-05-21; Tiwonge Chimpandule): 
n
457
      "description": "_v09 updates (2025-08-19; Tiwonge Chimpandule 
            
458
\r\n* Refit Shiny90\r\n* Rerun uncertainty analysis\r\n\r\nUpdated all 
458
refitted Shiny90 and uncertainty analysis as these appeared incomplete 
            
459
program data with complete 2024 outputs.\r\nART program data 2021-2024 
459
in v08)\r\n\r\nUpdated all program data with complete 2024 
            
460
were reduced by -2.5%, -4.9%, -5.7% and -7.0% in 2021, 2022, 2023 and 
460
outputs.\r\nART program data 2021-2024 were reduced by -2.5%, -4.9%, 
            
461
2024 to adjust \r\nfor systematic overreporting that was discovered in 
461
-5.7% and -7.0% in 2021, 2022, 2023 and 2024 to adjust \r\nfor 
            
462
2023 and corroborated during a targeted DQA at a sample of 54 
462
systematic overreporting that was discovered in 2023 and corroborated 
            
463
\r\nfacilities in Aug 2024. The reduction was based on the difference 
463
during a targeted DQA at a sample of 54 \r\nfacilities in Aug 2024. 
            
464
between ARV actually issued to the clinic rooms at all \r\nfacilities 
464
The reduction was based on the difference between ARV actually issued 
            
465
vs. estimated consumption based on the reported number of patients on 
465
to the clinic rooms at all \r\nfacilities vs. estimated consumption 
            
466
based on the reported number of patients on ART.\r\nNote: some 
            
466
ART.\r\nNote: some facilities in Blantyre with the most significant 
467
facilities in Blantyre with the most significant suspected 
            
467
suspected overreporting already started to drop \"ghost \r\npatients\" 
468
overreporting already started to drop \"ghost \r\npatients\" in Q3 and 
            
468
in Q3 and Q4 2024. This is consistent with the declining ART reporting 
469
Q4 2024. This is consistent with the declining ART reporting bias in 
            
469
bias in Blantyre estimated by the 2025 \r\nNaomi model.\r\nReplaced 
470
Blantyre estimated by the 2025 \r\nNaomi model.\r\nReplaced VLS 
            
470
VLS program data 2019-2024 with:\r\nTotal routine VL samples collected 
471
program data 2019-2024 with:\r\nTotal routine VL samples collected 
            
471
(DBS and plasma) for the denominator.\r\nNumber of patients with 
472
(DBS and plasma) for the denominator.\r\nNumber of patients with 
            
472
VL<1000 based on extrapolated VLS from ADJUSTED VLS rates using the 
473
VL<1000 based on extrapolated VLS from ADJUSTED VLS rates using the 
            
473
Kuzama pa Kalondo model for the numerator. The model was developed in 
474
Kuzama pa Kalondo model for the numerator. The model was developed in 
            
474
2024/25 to remove the DBS bias and bias from over/underrepresentation 
475
2024/25 to remove the DBS bias and bias from over/underrepresentation 
            
475
of age/sex and district specific VL testing rates.\r\nFor 2012-2018: 
476
of age/sex and district specific VL testing rates.\r\nFor 2012-2018: 
            
476
used crude LIMS data (all routine VL results from plasma and DBS 
477
used crude LIMS data (all routine VL results from plasma and DBS 
            
477
samples) as Kuzama analysis was not \r\npossible for these earlier 
478
samples) as Kuzama analysis was not \r\npossible for these earlier 
            
478
years due to missing data elements.\r\n\r\nChanged Advanced options > 
479
years due to missing data elements.\r\n\r\nChanged Advanced options > 
            
479
Child / Adult transition parameters from \"East Africa\" to \"Southern 
480
Child / Adult transition parameters from \"East Africa\" to \"Southern 
            
480
Africa\" pattern \r\n(following suggestion from Eleanor, UNAIDS). This 
481
Africa\" pattern \r\n(following suggestion from Eleanor, UNAIDS). This 
            
481
results in slightly higher AIDS mortality. We are unable to 
482
results in slightly higher AIDS mortality. We are unable to 
            
482
triangulate \r\nmortality estimates with empirical sources, so 
483
triangulate \r\nmortality estimates with empirical sources, so 
            
483
challenging to validate if this is more appropriate for 
484
challenging to validate if this is more appropriate for 
            
484
Malawi.\r\n\r\nChanged Advanced options > HIV-related fertility 
485
Malawi.\r\n\r\nChanged Advanced options > HIV-related fertility 
            
485
reductions to the new default parameters (2024).",
486
reductions to the new default parameters (2024).",
            
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      "url": 
            
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e/ea1e2b36-8d90-43cf-9100-e819bcc77727/download/Malawi_2025_v08.pjnz",
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e/ea1e2b36-8d90-43cf-9100-e819bcc77727/download/Malawi_2025_v09.pjnz",
            
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      "url_type": "upload"
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      "url_type": "upload"
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Shiny90 Survey Data",
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      "name": "Shiny90 Survey Data",
            
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      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
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      "resource_type": "inputs-unaids-shiny90-survey",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
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\"allowed_users\": \"\", \"level\": \"restricted\"}",
531
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
531
      "schema": {
532
      "schema": {
            
532
        "description": "If data does not exist, please indicate so 
533
        "description": "If data does not exist, please indicate so 
            
533
with the value \"NA\" and ignore any warning given by Excel.",
534
with the value \"NA\" and ignore any warning given by Excel.",
            
534
        "fields": [
535
        "fields": [
            
535
          {
536
          {
            
536
            "constraints": {
537
            "constraints": {
            
537
              "required": true
538
              "required": true
            
538
            },
539
            },
            
539
            "description": "Country or region (ie for countries that 
540
            "description": "Country or region (ie for countries that 
            
540
have subnational Spectrum files, the region will correspond to those 
541
have subnational Spectrum files, the region will correspond to those 
            
541
used in the Spectrum subnational files)",
542
used in the Spectrum subnational files)",
            
542
            "name": "Country or region",
543
            "name": "Country or region",
            
543
            "title": "Country or region",
544
            "title": "Country or region",
            
544
            "type": "string"
545
            "type": "string"
            
545
          },
546
          },
            
546
          {
547
          {
            
547
            "constraints": {
548
            "constraints": {
            
548
              "required": true
549
              "required": true
            
549
            },
550
            },
            
550
            "description": "A unique identifier for the survey (each 
551
            "description": "A unique identifier for the survey (each 
            
551
survey must have a unique name)",
552
survey must have a unique name)",
            
552
            "name": "Survey Id",
553
            "name": "Survey Id",
            
553
            "title": "Survey ID",
554
            "title": "Survey ID",
            
554
            "type": "string"
555
            "type": "string"
            
555
          },
556
          },
            
556
          {
557
          {
            
557
            "constraints": {
558
            "constraints": {
            
558
              "maximum": 2024,
559
              "maximum": 2024,
            
559
              "minimum": 1970,
560
              "minimum": 1970,
            
560
              "required": true
561
              "required": true
            
561
            },
562
            },
            
562
            "description": "Year in which survey was conducted; year 
563
            "description": "Year in which survey was conducted; year 
            
563
of survey fieldwork midpoint if survey spanned multiple years",
564
of survey fieldwork midpoint if survey spanned multiple years",
            
564
            "name": "Year",
565
            "name": "Year",
            
565
            "title": "Year",
566
            "title": "Year",
            
566
            "type": "integer"
567
            "type": "integer"
            
567
          },
568
          },
            
568
          {
569
          {
            
569
            "constraints": {
570
            "constraints": {
            
570
              "required": true
571
              "required": true
            
571
            },
572
            },
            
572
            "description": "The age groups used for model fitting are: 
573
            "description": "The age groups used for model fitting are: 
            
573
\"15-24\", \"25-34\", \"35-49\", \"50+\", \"15-49\" or \"15+\". Others 
574
\"15-24\", \"25-34\", \"35-49\", \"50+\", \"15-49\" or \"15+\". Others 
            
574
may be present also. ",
575
may be present also. ",
            
575
            "name": "Age Group",
576
            "name": "Age Group",
            
576
            "title": "Age Group",
577
            "title": "Age Group",
            
577
            "type": "string"
578
            "type": "string"
            
578
          },
579
          },
            
579
          {
580
          {
            
580
            "constraints": {
581
            "constraints": {
            
581
              "enum": [
582
              "enum": [
            
582
                "both",
583
                "both",
            
583
                "male",
584
                "male",
            
584
                "female"
585
                "female"
            
585
              ],
586
              ],
            
586
              "required": true
587
              "required": true
            
587
            },
588
            },
            
588
            "description": "Biological sex - must be either \"both\", 
589
            "description": "Biological sex - must be either \"both\", 
            
589
\"female\", or \"male\"",
590
\"female\", or \"male\"",
            
590
            "name": "Sex",
591
            "name": "Sex",
            
591
            "title": "Sex",
592
            "title": "Sex",
            
592
            "type": "string"
593
            "type": "string"
            
593
          },
594
          },
            
594
          {
595
          {
            
595
            "constraints": {
596
            "constraints": {
            
596
              "enum": [
597
              "enum": [
            
597
                "all",
598
                "all",
            
598
                "negative",
599
                "negative",
            
599
                "positive"
600
                "positive"
            
600
              ],
601
              ],
            
601
              "required": true
602
              "required": true
            
602
            },
603
            },
            
603
            "description": "The HIV status. Must be \"all\", 
604
            "description": "The HIV status. Must be \"all\", 
            
604
\"negative\" or \"positive\"",
605
\"negative\" or \"positive\"",
            
605
            "name": "HIV Status",
606
            "name": "HIV Status",
            
606
            "title": "HIV Status",
607
            "title": "HIV Status",
            
607
            "type": "string"
608
            "type": "string"
            
608
          },
609
          },
            
609
          {
610
          {
            
610
            "constraints": {
611
            "constraints": {
            
611
              "minimum": 0
612
              "minimum": 0
            
612
            },
613
            },
            
613
            "description": "Estimate for proportion ever tested for 
614
            "description": "Estimate for proportion ever tested for 
            
614
HIV; as a percentage (e.g. 87.6 rather than proportion 0.876)",
615
HIV; as a percentage (e.g. 87.6 rather than proportion 0.876)",
            
615
            "name": "Estimate",
616
            "name": "Estimate",
            
616
            "title": "Estimate",
617
            "title": "Estimate",
            
617
            "type": "number"
618
            "type": "number"
            
618
          },
619
          },
            
619
          {
620
          {
            
620
            "constraints": {
621
            "constraints": {
            
621
              "minimum": 0
622
              "minimum": 0
            
622
            },
623
            },
            
623
            "description": "Standard Error of the estimate (as a 
624
            "description": "Standard Error of the estimate (as a 
            
624
percentage). Should take into account survey design effects",
625
percentage). Should take into account survey design effects",
            
625
            "name": "Standard Error",
626
            "name": "Standard Error",
            
626
            "title": "Standard Error",
627
            "title": "Standard Error",
            
627
            "type": "number"
628
            "type": "number"
            
628
          },
629
          },
            
629
          {
630
          {
            
630
            "constraints": {
631
            "constraints": {
            
631
              "minimum": 0
632
              "minimum": 0
            
632
            },
633
            },
            
633
            "description": "Lower limit of the 95% confidence interval 
634
            "description": "Lower limit of the 95% confidence interval 
            
634
of the survey estimate (as a percentage)",
635
of the survey estimate (as a percentage)",
            
635
            "name": "Lower Confidence Interval",
636
            "name": "Lower Confidence Interval",
            
636
            "title": "Lower Confidence Interval",
637
            "title": "Lower Confidence Interval",
            
637
            "type": "number"
638
            "type": "number"
            
638
          },
639
          },
            
639
          {
640
          {
            
640
            "constraints": {
641
            "constraints": {
            
641
              "minimum": 0
642
              "minimum": 0
            
642
            },
643
            },
            
643
            "description": "Upper limit of the 95% confidence interval 
644
            "description": "Upper limit of the 95% confidence interval 
            
644
of the survey estimate (as a percentage)",
645
of the survey estimate (as a percentage)",
            
645
            "name": "Upper Confidence Interval",
646
            "name": "Upper Confidence Interval",
            
646
            "title": "Upper Confidence Interval",
647
            "title": "Upper Confidence Interval",
            
647
            "type": "number"
648
            "type": "number"
            
648
          },
649
          },
            
649
          {
650
          {
            
650
            "constraints": {
651
            "constraints": {
            
651
              "minimum": 0
652
              "minimum": 0
            
652
            },
653
            },
            
653
            "description": "Unweighted counts of the number of survey 
654
            "description": "Unweighted counts of the number of survey 
            
654
respondents included in the stratification group",
655
respondents included in the stratification group",
            
655
            "name": "Counts",
656
            "name": "Counts",
            
656
            "title": "Counts",
657
            "title": "Counts",
            
657
            "type": "number"
658
            "type": "number"
            
658
          }
659
          }
            
659
        ],
660
        ],
            
660
        "missingValues": [
661
        "missingValues": [
            
661
          "",
662
          "",
            
662
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              "minimum": 0
            
1071
            },
1072
            },
            
1072
            "description": "Number of ANC clients already on ART prior 
1073
            "description": "Number of ANC clients already on ART prior 
            
1073
to first ANC visit during a pregnancy",
1074
to first ANC visit during a pregnancy",
            
1074
            "name": "anc_already_art",
1075
            "name": "anc_already_art",
            
1075
            "title": "Number Already on ART",
1076
            "title": "Number Already on ART",
            
1076
            "type": "integer"
1077
            "type": "integer"
            
1077
          },
1078
          },
            
1078
          {
1079
          {
            
1079
            "constraints": {
1080
            "constraints": {
            
1080
              "minimum": 0
1081
              "minimum": 0
            
1081
            },
1082
            },
            
1082
            "description": "Number of unique ANC clients who are 
1083
            "description": "Number of unique ANC clients who are 
            
1083
tested for HIV during their pregnancy. N.B. If you collect information 
1084
tested for HIV during their pregnancy. N.B. If you collect information 
            
1084
on ANC known negatives at first ANC visit who were not tested for HIV 
1085
on ANC known negatives at first ANC visit who were not tested for HIV 
            
1085
please add these into anc_tested",
1086
please add these into anc_tested",
            
1086
            "name": "anc_tested",
1087
            "name": "anc_tested",
            
1087
            "title": "Number HIV Tested",
1088
            "title": "Number HIV Tested",
            
1088
            "type": "integer"
1089
            "type": "integer"
            
1089
          },
1090
          },
            
1090
          {
1091
          {
            
1091
            "constraints": {
1092
            "constraints": {
            
1092
              "minimum": 0
1093
              "minimum": 0
            
1093
            },
1094
            },
            
1094
            "description": "Number of ANC clients who test HIV 
1095
            "description": "Number of ANC clients who test HIV 
            
1095
positive at the first HIV test during a given pregnancy",
1096
positive at the first HIV test during a given pregnancy",
            
1096
            "name": "anc_tested_pos",
1097
            "name": "anc_tested_pos",
            
1097
            "title": "Number Tested Positive",
1098
            "title": "Number Tested Positive",
            
1098
            "type": "integer"
1099
            "type": "integer"
            
1099
          },
1100
          },
            
1100
          {
1101
          {
            
1101
            "constraints": {
1102
            "constraints": {
            
1102
              "minimum": 0
1103
              "minimum": 0
            
1103
            },
1104
            },
            
1104
            "description": "Number of ANC clients who self-report 
1105
            "description": "Number of ANC clients who self-report 
            
1105
known HIV negative prior to first ANC visit and are not tested for 
1106
known HIV negative prior to first ANC visit and are not tested for 
            
1106
HIV",
1107
HIV",
            
1107
            "name": "anc_known_neg",
1108
            "name": "anc_known_neg",
            
1108
            "title": "Number Known Negative",
1109
            "title": "Number Known Negative",
            
1109
            "type": "integer"
1110
            "type": "integer"
            
1110
          },
1111
          },
            
1111
          {
1112
          {
            
1112
            "constraints": {
1113
            "constraints": {
            
1113
              "minimum": 0
1114
              "minimum": 0
            
1114
            },
1115
            },
            
1115
            "description": "Number of births recorded at health 
1116
            "description": "Number of births recorded at health 
            
1116
facilities.",
1117
facilities.",
            
1117
            "name": "births_facility",
1118
            "name": "births_facility",
            
1118
            "title": "Number of Facility Births",
1119
            "title": "Number of Facility Births",
            
1119
            "type": "integer"
1120
            "type": "integer"
            
1120
          }
1121
          }
            
1121
        ],
1122
        ],
            
1122
        "foreignKeys": [
1123
        "foreignKeys": [
            
1123
          {
1124
          {
            
1124
            "fields": "area_id",
1125
            "fields": "area_id",
            
1125
            "reference": {
1126
            "reference": {
            
1126
              "fields": "area_id",
1127
              "fields": "area_id",
            
1127
              "resource": "4_geojson_frictionlessv5"
1128
              "resource": "4_geojson_frictionlessv5"
            
1128
            }
1129
            }
            
1129
          }
1130
          }
            
1130
        ],
1131
        ],
            
1131
        "missingValues": [
1132
        "missingValues": [
            
1132
          "",
1133
          "",
            
1133
          "NA"
1134
          "NA"
            
1134
        ],
1135
        ],
            
1135
        "primaryKey": [
1136
        "primaryKey": [
            
1136
          "area_id",
1137
          "area_id",
            
1137
          "year",
1138
          "year",
            
1138
          "age_group"
1139
          "age_group"
            
1139
        ],
1140
        ],
            
1140
        "require_field_order": false,
1141
        "require_field_order": false,
            
1141
        "title": "ANC Data",
1142
        "title": "ANC Data",
            
1142
        "version": "3.0"
1143
        "version": "3.0"
            
1143
      },
1144
      },
            
1144
      "sha256": 
1145
      "sha256": 
            
1145
"24e4c402cdb719b384bfba25ec0dca6c7c2844bfc2fa48e6417f8481408d5557",
1146
"24e4c402cdb719b384bfba25ec0dca6c7c2844bfc2fa48e6417f8481408d5557",
            
1146
      "size": 25827,
1147
      "size": 25827,
            
1147
      "state": "active",
1148
      "state": "active",
            
1148
      "url": 
1149
      "url": 
            
1149
ce/cf8c7364-765c-4c36-9055-74bbfbf92d6d/download/mwi_anc_testing.csv",
1150
ce/cf8c7364-765c-4c36-9055-74bbfbf92d6d/download/mwi_anc_testing.csv",
            
1150
      "url_type": "upload",
1151
      "url_type": "upload",
            
1151
      "validation_status": "success",
1152
      "validation_status": "success",
            
1152
      "validation_timestamp": "2025-05-29T03:03:19.460764"
1153
      "validation_timestamp": "2025-05-29T03:03:19.460764"
            
1153
    },
1154
    },
            
1154
    {
1155
    {
            
1155
      "cache_last_updated": null,
1156
      "cache_last_updated": null,
            
1156
      "cache_url": null,
1157
      "cache_url": null,
            
1157
      "created": "2025-04-18T06:56:57.372410",
1158
      "created": "2025-04-18T06:56:57.372410",
            
1158
      "datastore_active": true,
1159
      "datastore_active": true,
            
1159
      "fork_activity": "",
1160
      "fork_activity": "",
            
1160
      "fork_resource": "",
1161
      "fork_resource": "",
            
1161
      "format": "CSV",
1162
      "format": "CSV",
            
1162
      "hash": "",
1163
      "hash": "",
            
1163
      "id": "66c488dd-936f-4e14-877b-43224bb0ef7f",
1164
      "id": "66c488dd-936f-4e14-877b-43224bb0ef7f",
            
1164
      "last_modified": "2025-05-29T03:02:52.103354",
1165
      "last_modified": "2025-05-29T03:02:52.103354",
            
1165
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
1166
      "lfs_prefix": "malawi-moh/malawi-country-estimates-2025",
            
1166
      "metadata_modified": "2025-05-29T03:03:23.411238",
1167
      "metadata_modified": "2025-05-29T03:03:23.411238",
            
1167
      "mimetype": "text/csv",
1168
      "mimetype": "text/csv",
            
1168
      "mimetype_inner": null,
1169
      "mimetype_inner": null,
            
1169
      "name": "ART Data",
1170
      "name": "ART Data",
            
1170
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
1171
      "package_id": "91d398d9-f959-47a6-9767-127d2ae73d8a",
            
1171
      "position": 11,
1172
      "position": 11,
            
1172
      "resource_type": "inputs-unaids-art",
1173
      "resource_type": "inputs-unaids-art",
            
1173
      "restricted_allowed_orgs": "unaids",
1174
      "restricted_allowed_orgs": "unaids",
            
1174
      "schema": {
1175
      "schema": {
            
1175
        "customConstraints": [
1176
        "customConstraints": [
            
1176
          {
1177
          {
            
1177
            "constraint": "vls_tested >= vls_suppressed",
1178
            "constraint": "vls_tested >= vls_suppressed",
            
1178
            "description": "The total number of people who recieved a 
1179
            "description": "The total number of people who recieved a 
            
1179
routine viral load test must be greater than the number among them who 
1180
routine viral load test must be greater than the number among them who 
            
1180
were virally supressed."
1181
were virally supressed."
            
1181
          }
1182
          }
            
1182
        ],
1183
        ],
            
1183
        "description": "If data does not exist, please indicate so 
1184
        "description": "If data does not exist, please indicate so 
            
1184
with the value \"NA\" and ignore any warning given by Excel.",
1185
with the value \"NA\" and ignore any warning given by Excel.",
            
1185
        "fields": [
1186
        "fields": [
            
1186
          {
1187
          {
            
1187
            "constraints": {
1188
            "constraints": {
            
1188
              "required": true
1189
              "required": true
            
1189
            },
1190
            },
            
1190
            "description": "Must be an area_id from the agreed area 
1191
            "description": "Must be an area_id from the agreed area 
            
1191
hierarchy",
1192
hierarchy",
            
1192
            "name": "area_id",
1193
            "name": "area_id",
            
1193
            "title": "Area ID",
1194
            "title": "Area ID",
            
1194
            "type": "string"
1195
            "type": "string"
            
1195
          },
1196
          },
            
1196
          {
1197
          {
            
1197
            "description": "Area name corresponding to area_id 
1198
            "description": "Area name corresponding to area_id 
            
1198
(optional)",
1199
(optional)",
            
1199
            "name": "area_name",
1200
            "name": "area_name",
            
1200
            "title": "Area Name",
1201
            "title": "Area Name",
            
1201
            "type": "string"
1202
            "type": "string"
            
1202
          },
1203
          },
            
1203
          {
1204
          {
            
1204
            "constraints": {
1205
            "constraints": {
            
1205
              "enum": [
1206
              "enum": [
            
1206
                "both",
1207
                "both",
            
1207
                "male",
1208
                "male",
            
1208
                "female"
1209
                "female"
            
1209
              ],
1210
              ],
            
1210
              "required": true
1211
              "required": true
            
1211
            },
1212
            },
            
1212
            "description": "Biological sex - must be either \"both\", 
1213
            "description": "Biological sex - must be either \"both\", 
            
1213
\"female\", or \"male\"",
1214
\"female\", or \"male\"",
            
1214
            "name": "sex",
1215
            "name": "sex",
            
1215
            "title": "Sex",
1216
            "title": "Sex",
            
1216
            "type": "string"
1217
            "type": "string"
            
1217
          },
1218
          },
            
1218
          {
1219
          {
            
1219
            "constraints": {
1220
            "constraints": {
            
1220
              "enum": [
1221
              "enum": [
            
1221
                "Y000_014",
1222
                "Y000_014",
            
1222
                "Y015_999",
1223
                "Y015_999",
            
1223
                "Y000_999"
1224
                "Y000_999"
            
1224
              ],
1225
              ],
            
1225
              "required": true
1226
              "required": true
            
1226
            },
1227
            },
            
1227
            "description": "The age group. Must be either \"Y000_014\" 
1228
            "description": "The age group. Must be either \"Y000_014\" 
            
1228
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
1229
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
            
1229
            "name": "age_group",
1230
            "name": "age_group",
            
1230
            "title": "Age Group",
1231
            "title": "Age Group",
            
1231
            "type": "string"
1232
            "type": "string"
            
1232
          },
1233
          },
            
1233
          {
1234
          {
            
1234
            "description": "The calendar quarter reflected the end of 
1235
            "description": "The calendar quarter reflected the end of 
            
1235
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
1236
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
            
1236
of December 2020",
1237
of December 2020",
            
1237
            "name": "calendar_quarter",
1238
            "name": "calendar_quarter",
            
1238
            "title": "Calendar Quarter",
1239
            "title": "Calendar Quarter",
            
1239
            "type": "string"
1240
            "type": "string"
            
1240
          },
1241
          },
            
1241
          {
1242
          {
            
1242
            "constraints": {
1243
            "constraints": {
            
1243
              "minimum": 0,
1244
              "minimum": 0,
            
1244
              "required": true
1245
              "required": true
            
1245
            },
1246
            },
            
1246
            "description": "Number currently receiving ART at the end 
1247
            "description": "Number currently receiving ART at the end 
            
1247
of reporting period",
1248
of reporting period",
            
1248
            "name": "art_current",
1249
            "name": "art_current",
            
1249
            "title": "Number on ART",
1250
            "title": "Number on ART",
            
1250
            "type": "number"
1251
            "type": "number"
            
1251
          },
1252
          },
            
1252
          {
1253
          {
            
1253
            "constraints": {
1254
            "constraints": {
            
1254
              "minimum": 0
1255
              "minimum": 0
            
1255
            },
1256
            },
            
1256
            "description": "Number newly initiated on ART during 
1257
            "description": "Number newly initiated on ART during 
            
1257
reporting period",
1258
reporting period",
            
1258
            "name": "art_new",
1259
            "name": "art_new",
            
1259
            "title": "Number newly initiated on ART",
1260
            "title": "Number newly initiated on ART",
            
1260
            "type": "number"
1261
            "type": "number"
            
1261
          },
1262
          },
            
1262
          {
1263
          {
            
1263
            "constraints": {
1264
            "constraints": {
            
1264
              "minimum": 0
1265
              "minimum": 0
            
1265
            },
1266
            },
            
1266
            "description": "The number of people who received a 
1267
            "description": "The number of people who received a 
            
1267
routine viral load test during the 12 months prior to the reporting 
1268
routine viral load test during the 12 months prior to the reporting 
            
1268
period end date",
1269
period end date",
            
1269
            "name": "vl_tested_12mos",
1270
            "name": "vl_tested_12mos",
            
1270
            "title": "Number VLS Tested",
1271
            "title": "Number VLS Tested",
            
1271
            "type": "number"
1272
            "type": "number"
            
1272
          },
1273
          },
            
1273
          {
1274
          {
            
1274
            "constraints": {
1275
            "constraints": {
            
1275
              "minimum": 0
1276
              "minimum": 0
            
1276
            },
1277
            },
            
1277
            "description": "The number of people who were virally 
1278
            "description": "The number of people who were virally 
            
1278
suppressed among those who received a routine viral load test during 
1279
suppressed among those who received a routine viral load test during 
            
1279
the 12 months prior to the reporting period end date",
1280
the 12 months prior to the reporting period end date",
            
1280
            "name": "vl_suppressed_12mos",
1281
            "name": "vl_suppressed_12mos",
            
1281
            "title": "Number VLS",
1282
            "title": "Number VLS",
            
1282
            "type": "number"
1283
            "type": "number"
            
1283
          }
1284
          }
            
1284
        ],
1285
        ],
            
1285
        "foreignKeys": [
1286
        "foreignKeys": [
            
1286
          {
1287
          {
            
1287
            "fields": "area_id",
1288
            "fields": "area_id",
            
1288
            "reference": {
1289
            "reference": {
            
1289
              "fields": "area_id",
1290
              "fields": "area_id",
            
1290
              "resource": "4_geojson_frictionlessv5"
1291
              "resource": "4_geojson_frictionlessv5"
            
1291
            }
1292
            }
            
1292
          }
1293
          }
            
1293
        ],
1294
        ],
            
1294
        "missingValues": [
1295
        "missingValues": [
            
1295
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