Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "author": null,
2
  "author": null,
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "02344e77-be8a-4e77-b07c-a54981b21779",
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  "creator_user_id": "02344e77-be8a-4e77-b07c-a54981b21779",
            
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  "geo-location": "Eswatini",
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  "geo-location": "Eswatini",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
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  "id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
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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,
            
11
  "maintainer": "Naomi team",
11
  "maintainer": "Naomi team",
            
12
  "maintainer_email": "naomi-support@unaids.org",
12
  "maintainer_email": "naomi-support@unaids.org",
            
13
  "metadata_created": "2025-11-17T10:36:25.712609",
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  "metadata_created": "2025-11-17T10:36:25.712609",
            
n
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  "metadata_modified": "2026-03-24T06:54:35.890832",
n
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  "metadata_modified": "2026-04-21T15:29:48.857507",
            
15
  "name": "eswatini-country-estimates-2026",
15
  "name": "eswatini-country-estimates-2026",
            
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": 9,
17
  "num_resources": 9,
            
18
  "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": "2019-11-29T08:17:40.668207",
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    "created": "2019-11-29T08:17:40.668207",
            
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    "description": "",
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    "description": "",
            
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    "id": "b7af23bd-1ef6-46eb-9d92-7bd758c7ab46",
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    "id": "b7af23bd-1ef6-46eb-9d92-7bd758c7ab46",
            
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    "image_url": 
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    "image_url": 
            
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"2019-11-29-081740.646813500px-CoatofarmsofEswatini.png",
25
"2019-11-29-081740.646813500px-CoatofarmsofEswatini.png",
            
26
    "is_organization": true,
26
    "is_organization": true,
            
27
    "name": "eswatini",
27
    "name": "eswatini",
            
28
    "state": "active",
28
    "state": "active",
            
29
    "title": "Eswatini",
29
    "title": "Eswatini",
            
30
    "type": "organization"
30
    "type": "organization"
            
31
  },
31
  },
            
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  "owner_org": "b7af23bd-1ef6-46eb-9d92-7bd758c7ab46",
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  "owner_org": "b7af23bd-1ef6-46eb-9d92-7bd758c7ab46",
            
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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": "2025-11-17T10:36:26.931356",
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      "created": "2025-11-17T10:36:26.931356",
            
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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": "a5aaec35-1a63-4827-9089-89cc2adb0382",
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      "id": "a5aaec35-1a63-4827-9089-89cc2adb0382",
            
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      "last_modified": "2025-11-17T10:36:26.845912",
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      "last_modified": "2025-11-17T10:36:26.845912",
            
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      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
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      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
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      "metadata_modified": "2025-11-17T10:36:31.128944",
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      "metadata_modified": "2025-11-17T10:36:31.128944",
            
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      "mimetype": "application/geo+json",
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      "mimetype": "application/geo+json",
            
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      "mimetype_inner": null,
51
      "mimetype_inner": null,
            
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      "name": "Geographic Data",
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      "name": "Geographic Data",
            
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      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
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      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
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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": {
            
62
              "required": true
62
              "required": true
            
63
            },
63
            },
            
64
            "description": "An area_id from the specified area 
64
            "description": "An area_id from the specified area 
            
65
hierarchy",
65
hierarchy",
            
66
            "name": "area_id",
66
            "name": "area_id",
            
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            "title": "Area ID",
67
            "title": "Area ID",
            
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            "type": "string"
68
            "type": "string"
            
69
          },
69
          },
            
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          {
70
          {
            
71
            "description": "Area name corresponding to area_id 
71
            "description": "Area name corresponding to area_id 
            
72
(optional)",
72
(optional)",
            
73
            "name": "area_name",
73
            "name": "area_name",
            
74
            "title": "Name",
74
            "title": "Name",
            
75
            "type": "string"
75
            "type": "string"
            
76
          },
76
          },
            
77
          {
77
          {
            
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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
81
              "required": true
            
82
            },
82
            },
            
83
            "description": "An integer indicating the area admin 
83
            "description": "An integer indicating the area admin 
            
84
level, where 0 represents the national level",
84
level, where 0 represents the national level",
            
85
            "name": "area_level",
85
            "name": "area_level",
            
86
            "title": "Admin Level",
86
            "title": "Admin Level",
            
87
            "type": "integer"
87
            "type": "integer"
            
88
          },
88
          },
            
89
          {
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",
            
93
            "title": "Parent Area ID",
93
            "title": "Parent Area ID",
            
94
            "type": "string"
94
            "type": "string"
            
95
          },
95
          },
            
96
          {
96
          {
            
97
            "description": "Integer indicating the order that the 
97
            "description": "Integer indicating the order that the 
            
98
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"
            
102
          }
102
          }
            
103
        ],
103
        ],
            
104
        "missingValues": [
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        "missingValues": [
            
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          "",
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          "",
            
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          "NA"
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          "NA"
            
107
        ],
107
        ],
            
108
        "primaryKey": "area_id",
108
        "primaryKey": "area_id",
            
109
        "require_field_order": false,
109
        "require_field_order": false,
            
110
        "title": "Geographic Data"
110
        "title": "Geographic Data"
            
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      },
111
      },
            
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      "sha256": 
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      "sha256": 
            
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"3a12869c698fef96db7fc1a6fe2438d496f8c33a1a8d64200c2544126f69a56a",
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"3a12869c698fef96db7fc1a6fe2438d496f8c33a1a8d64200c2544126f69a56a",
            
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      "size": 127674,
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      "size": 127674,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
116
      "url": 
            
117
2adb0382/download/eswatini-geographic-data-2019_naomi_format.geojson",
117
2adb0382/download/eswatini-geographic-data-2019_naomi_format.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",
120
      "validation_status": "success",
            
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      "validation_timestamp": "2025-11-17T10:36:30.957555"
121
      "validation_timestamp": "2025-11-17T10:36:30.957555"
            
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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": "2025-11-17T10:36:29.289128",
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      "created": "2025-11-17T10:36:29.289128",
            
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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": "89573f16-a22d-4395-9e36-f356c7dfb137",
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      "id": "89573f16-a22d-4395-9e36-f356c7dfb137",
            
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      "last_modified": "2025-11-17T10:36:29.126838",
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      "last_modified": "2025-11-17T10:36:29.126838",
            
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      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
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      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
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      "metadata_modified": "2025-11-17T10:36:36.354815",
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      "metadata_modified": "2025-11-17T10:36:36.354815",
            
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      "mimetype": "text/csv",
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      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
137
      "mimetype_inner": null,
            
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      "name": "ANC Data",
138
      "name": "ANC Data",
            
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      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
139
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
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      "position": 1,
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      "position": 1,
            
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      "resource_type": "inputs-unaids-anc",
141
      "resource_type": "inputs-unaids-anc",
            
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      "restricted": "{\"allowed_organizations\": \"unaids\", 
142
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
143
\"allowed_users\": \"\", \"level\": \"restricted\"}",
143
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
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      "schema": {
144
      "schema": {
            
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        "customConstraints": [
145
        "customConstraints": [
            
146
          {
146
          {
            
147
            "constraint": "anc_clients >= anc_known_pos",
147
            "constraint": "anc_clients >= anc_known_pos",
            
148
            "description": "The total number of anc clients must be 
148
            "description": "The total number of anc clients must be 
            
149
greater or equal to the number of anc clients tested."
149
greater or equal to the number of anc clients tested."
            
150
          },
150
          },
            
151
          {
151
          {
            
152
            "constraint": "anc_clients >= anc_known_neg",
152
            "constraint": "anc_clients >= anc_known_neg",
            
153
            "description": "The total number of anc clients must be 
153
            "description": "The total number of anc clients must be 
            
154
greater or equal to the number of clients already known to be HIV 
154
greater or equal to the number of clients already known to be HIV 
            
155
negative."
155
negative."
            
156
          },
156
          },
            
157
          {
157
          {
            
158
            "constraint": "anc_clients >= anc_tested_pos",
158
            "constraint": "anc_clients >= anc_tested_pos",
            
159
            "description": "The total number of anc clients must be 
159
            "description": "The total number of anc clients must be 
            
160
greater or equal to the number of clients already known to be HIV 
160
greater or equal to the number of clients already known to be HIV 
            
161
positive."
161
positive."
            
162
          },
162
          },
            
163
          {
163
          {
            
164
            "constraint": "anc_tested >= anc_tested_pos",
164
            "constraint": "anc_tested >= anc_tested_pos",
            
165
            "description": "The total number of anc clients tested 
165
            "description": "The total number of anc clients tested 
            
166
must be greater or equal to the number of those clients who tested 
166
must be greater or equal to the number of those clients who tested 
            
167
positive."
167
positive."
            
168
          }
168
          }
            
169
        ],
169
        ],
            
170
        "description": "If data does not exist, please indicate so 
170
        "description": "If data does not exist, please indicate so 
            
171
with the value \"NA\" and ignore any warning given by Excel.",
171
with the value \"NA\" and ignore any warning given by Excel.",
            
172
        "fields": [
172
        "fields": [
            
173
          {
173
          {
            
174
            "constraints": {
174
            "constraints": {
            
175
              "required": true
175
              "required": true
            
176
            },
176
            },
            
177
            "description": "An area_id from the specified area 
177
            "description": "An area_id from the specified area 
            
178
hierarchy.",
178
hierarchy.",
            
179
            "name": "area_id",
179
            "name": "area_id",
            
180
            "title": "Area ID",
180
            "title": "Area ID",
            
181
            "type": "string"
181
            "type": "string"
            
182
          },
182
          },
            
183
          {
183
          {
            
184
            "description": "Area name corresponding to area_id 
184
            "description": "Area name corresponding to area_id 
            
185
(optional)",
185
(optional)",
            
186
            "name": "area_name",
186
            "name": "area_name",
            
187
            "title": "Area Name",
187
            "title": "Area Name",
            
188
            "type": "string"
188
            "type": "string"
            
189
          },
189
          },
            
190
          {
190
          {
            
191
            "constraints": {
191
            "constraints": {
            
192
              "enum": [
192
              "enum": [
            
193
                "Y015_049"
193
                "Y015_049"
            
194
              ],
194
              ],
            
195
              "required": true
195
              "required": true
            
196
            },
196
            },
            
197
            "description": "The age group ID, of the form YXXX_ZZZ 
197
            "description": "The age group ID, of the form YXXX_ZZZ 
            
198
where XXX is the integer lower limit and ZZZ is the integer upper 
198
where XXX is the integer lower limit and ZZZ is the integer upper 
            
199
limit (for ANC we are only using 1 age group Y015_049)\n",
199
limit (for ANC we are only using 1 age group Y015_049)\n",
            
200
            "name": "age_group",
200
            "name": "age_group",
            
201
            "title": "Age Group",
201
            "title": "Age Group",
            
202
            "type": "string"
202
            "type": "string"
            
203
          },
203
          },
            
204
          {
204
          {
            
205
            "constraints": {
205
            "constraints": {
            
206
              "maximum": 2025,
206
              "maximum": 2025,
            
207
              "minimum": 2010,
207
              "minimum": 2010,
            
208
              "required": true
208
              "required": true
            
209
            },
209
            },
            
210
            "description": "The calendar year e.g. 2025",
210
            "description": "The calendar year e.g. 2025",
            
211
            "name": "year",
211
            "name": "year",
            
212
            "title": "Year",
212
            "title": "Year",
            
213
            "type": "integer"
213
            "type": "integer"
            
214
          },
214
          },
            
215
          {
215
          {
            
216
            "constraints": {
216
            "constraints": {
            
217
              "minimum": 0
217
              "minimum": 0
            
218
            },
218
            },
            
219
            "description": "Number of unique clients attending ANC for 
219
            "description": "Number of unique clients attending ANC for 
            
220
the first visit during a pregnancy in the calendar year",
220
the first visit during a pregnancy in the calendar year",
            
221
            "name": "anc_clients",
221
            "name": "anc_clients",
            
222
            "title": "Number ANC Clients",
222
            "title": "Number ANC Clients",
            
223
            "type": "integer"
223
            "type": "integer"
            
224
          },
224
          },
            
225
          {
225
          {
            
226
            "constraints": {
226
            "constraints": {
            
227
              "minimum": 0
227
              "minimum": 0
            
228
            },
228
            },
            
229
            "description": "Number of ANC clients who self-report 
229
            "description": "Number of ANC clients who self-report 
            
230
known HIV positive prior to first ANC visit and are not tested for 
230
known HIV positive prior to first ANC visit and are not tested for 
            
231
HIV",
231
HIV",
            
232
            "name": "anc_known_pos",
232
            "name": "anc_known_pos",
            
233
            "title": "Number Known Positive",
233
            "title": "Number Known Positive",
            
234
            "type": "integer"
234
            "type": "integer"
            
235
          },
235
          },
            
236
          {
236
          {
            
237
            "constraints": {
237
            "constraints": {
            
238
              "minimum": 0
238
              "minimum": 0
            
239
            },
239
            },
            
240
            "description": "Number of ANC clients already on ART prior 
240
            "description": "Number of ANC clients already on ART prior 
            
241
to first ANC visit during a pregnancy",
241
to first ANC visit during a pregnancy",
            
242
            "name": "anc_already_art",
242
            "name": "anc_already_art",
            
243
            "title": "Number Already on ART",
243
            "title": "Number Already on ART",
            
244
            "type": "integer"
244
            "type": "integer"
            
245
          },
245
          },
            
246
          {
246
          {
            
247
            "constraints": {
247
            "constraints": {
            
248
              "minimum": 0
248
              "minimum": 0
            
249
            },
249
            },
            
250
            "description": "Number of unique ANC clients who are 
250
            "description": "Number of unique ANC clients who are 
            
251
tested for HIV during their pregnancy. N.B. If you collect information 
251
tested for HIV during their pregnancy. N.B. If you collect information 
            
252
on ANC known negatives at first ANC visit who were not tested for HIV 
252
on ANC known negatives at first ANC visit who were not tested for HIV 
            
253
please add these into anc_tested",
253
please add these into anc_tested",
            
254
            "name": "anc_tested",
254
            "name": "anc_tested",
            
255
            "title": "Number HIV Tested",
255
            "title": "Number HIV Tested",
            
256
            "type": "integer"
256
            "type": "integer"
            
257
          },
257
          },
            
258
          {
258
          {
            
259
            "constraints": {
259
            "constraints": {
            
260
              "minimum": 0
260
              "minimum": 0
            
261
            },
261
            },
            
262
            "description": "Number of ANC clients who test HIV 
262
            "description": "Number of ANC clients who test HIV 
            
263
positive at the first HIV test during a given pregnancy",
263
positive at the first HIV test during a given pregnancy",
            
264
            "name": "anc_tested_pos",
264
            "name": "anc_tested_pos",
            
265
            "title": "Number Tested Positive",
265
            "title": "Number Tested Positive",
            
266
            "type": "integer"
266
            "type": "integer"
            
267
          },
267
          },
            
268
          {
268
          {
            
269
            "constraints": {
269
            "constraints": {
            
270
              "minimum": 0
270
              "minimum": 0
            
271
            },
271
            },
            
272
            "description": "Number of ANC clients who self-report 
272
            "description": "Number of ANC clients who self-report 
            
273
known HIV negative prior to first ANC visit and are not tested for 
273
known HIV negative prior to first ANC visit and are not tested for 
            
274
HIV",
274
HIV",
            
275
            "name": "anc_known_neg",
275
            "name": "anc_known_neg",
            
276
            "title": "Number Known Negative",
276
            "title": "Number Known Negative",
            
277
            "type": "integer"
277
            "type": "integer"
            
278
          },
278
          },
            
279
          {
279
          {
            
280
            "constraints": {
280
            "constraints": {
            
281
              "minimum": 0
281
              "minimum": 0
            
282
            },
282
            },
            
283
            "description": "Number of births recorded at health 
283
            "description": "Number of births recorded at health 
            
284
facilities.",
284
facilities.",
            
285
            "name": "births_facility",
285
            "name": "births_facility",
            
286
            "title": "Number of Facility Births",
286
            "title": "Number of Facility Births",
            
287
            "type": "integer"
287
            "type": "integer"
            
288
          }
288
          }
            
289
        ],
289
        ],
            
290
        "foreignKeys": [
290
        "foreignKeys": [
            
291
          {
291
          {
            
292
            "fields": "area_id",
292
            "fields": "area_id",
            
293
            "reference": {
293
            "reference": {
            
294
              "fields": "area_id",
294
              "fields": "area_id",
            
295
              "resource": "4_geojson_frictionlessv5"
295
              "resource": "4_geojson_frictionlessv5"
            
296
            }
296
            }
            
297
          }
297
          }
            
298
        ],
298
        ],
            
299
        "missingValues": [
299
        "missingValues": [
            
300
          "",
300
          "",
            
301
          "NA"
301
          "NA"
            
302
        ],
302
        ],
            
303
        "primaryKey": [
303
        "primaryKey": [
            
304
          "area_id",
304
          "area_id",
            
305
          "year",
305
          "year",
            
306
          "age_group"
306
          "age_group"
            
307
        ],
307
        ],
            
308
        "require_field_order": false,
308
        "require_field_order": false,
            
309
        "title": "ANC Data",
309
        "title": "ANC Data",
            
310
        "version": "3.0"
310
        "version": "3.0"
            
311
      },
311
      },
            
312
      "sha256": 
312
      "sha256": 
            
313
"3749e75c0222d596b3ea676ad8e7e14fb2ed63a6adc58b48dd2240c92ba6daff",
313
"3749e75c0222d596b3ea676ad8e7e14fb2ed63a6adc58b48dd2240c92ba6daff",
            
314
      "size": 2396,
314
      "size": 2396,
            
315
      "state": "active",
315
      "state": "active",
            
316
      "url": 
316
      "url": 
            
317
36-f356c7dfb137/download/updatedupdatedupdatedswz_anc_2025_04_02.csv",
317
36-f356c7dfb137/download/updatedupdatedupdatedswz_anc_2025_04_02.csv",
            
318
      "url_type": "upload",
318
      "url_type": "upload",
            
319
      "validation_status": "success",
319
      "validation_status": "success",
            
320
      "validation_timestamp": "2025-11-17T10:36:35.775527"
320
      "validation_timestamp": "2025-11-17T10:36:35.775527"
            
321
    },
321
    },
            
322
    {
322
    {
            
323
      "cache_last_updated": null,
323
      "cache_last_updated": null,
            
324
      "cache_url": null,
324
      "cache_url": null,
            
325
      "created": "2025-11-17T10:36:31.718065",
325
      "created": "2025-11-17T10:36:31.718065",
            
326
      "datastore_active": true,
326
      "datastore_active": true,
            
327
      "fork_activity": "",
327
      "fork_activity": "",
            
328
      "fork_resource": "",
328
      "fork_resource": "",
            
329
      "format": "CSV",
329
      "format": "CSV",
            
330
      "hash": "",
330
      "hash": "",
            
331
      "id": "1ed2789e-eb93-4753-b9f1-7854ff0832c5",
331
      "id": "1ed2789e-eb93-4753-b9f1-7854ff0832c5",
            
332
      "last_modified": "2025-11-17T10:36:31.584279",
332
      "last_modified": "2025-11-17T10:36:31.584279",
            
333
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
333
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
334
      "metadata_modified": "2025-11-17T10:36:38.505855",
334
      "metadata_modified": "2025-11-17T10:36:38.505855",
            
335
      "mimetype": "text/csv",
335
      "mimetype": "text/csv",
            
336
      "mimetype_inner": null,
336
      "mimetype_inner": null,
            
337
      "name": "ART Data",
337
      "name": "ART Data",
            
338
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
338
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
339
      "position": 2,
339
      "position": 2,
            
340
      "resource_type": "inputs-unaids-art",
340
      "resource_type": "inputs-unaids-art",
            
341
      "restricted": "{\"allowed_organizations\": \"unaids\", 
341
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
342
\"allowed_users\": \"\", \"level\": \"restricted\"}",
342
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
343
      "schema": {
343
      "schema": {
            
344
        "customConstraints": [
344
        "customConstraints": [
            
345
          {
345
          {
            
346
            "constraint": "vls_tested >= vls_suppressed",
346
            "constraint": "vls_tested >= vls_suppressed",
            
347
            "description": "The total number of people who recieved a 
347
            "description": "The total number of people who recieved a 
            
348
routine viral load test must be greater than the number among them who 
348
routine viral load test must be greater than the number among them who 
            
349
were virally supressed."
349
were virally supressed."
            
350
          }
350
          }
            
351
        ],
351
        ],
            
352
        "description": "If data does not exist, please indicate so 
352
        "description": "If data does not exist, please indicate so 
            
353
with the value \"NA\" and ignore any warning given by Excel.",
353
with the value \"NA\" and ignore any warning given by Excel.",
            
354
        "fields": [
354
        "fields": [
            
355
          {
355
          {
            
356
            "constraints": {
356
            "constraints": {
            
357
              "required": true
357
              "required": true
            
358
            },
358
            },
            
359
            "description": "Must be an area_id from the agreed area 
359
            "description": "Must be an area_id from the agreed area 
            
360
hierarchy",
360
hierarchy",
            
361
            "name": "area_id",
361
            "name": "area_id",
            
362
            "title": "Area ID",
362
            "title": "Area ID",
            
363
            "type": "string"
363
            "type": "string"
            
364
          },
364
          },
            
365
          {
365
          {
            
366
            "description": "Area name corresponding to area_id 
366
            "description": "Area name corresponding to area_id 
            
367
(optional)",
367
(optional)",
            
368
            "name": "area_name",
368
            "name": "area_name",
            
369
            "title": "Area Name",
369
            "title": "Area Name",
            
370
            "type": "string"
370
            "type": "string"
            
371
          },
371
          },
            
372
          {
372
          {
            
373
            "constraints": {
373
            "constraints": {
            
374
              "enum": [
374
              "enum": [
            
375
                "both",
375
                "both",
            
376
                "male",
376
                "male",
            
377
                "female"
377
                "female"
            
378
              ],
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",
            
385
            "type": "string"
385
            "type": "string"
            
386
          },
386
          },
            
387
          {
387
          {
            
388
            "constraints": {
388
            "constraints": {
            
389
              "enum": [
389
              "enum": [
            
390
                "Y000_014",
390
                "Y000_014",
            
391
                "Y015_999",
391
                "Y015_999",
            
392
                "Y000_999"
392
                "Y000_999"
            
393
              ],
393
              ],
            
394
              "required": true
394
              "required": true
            
395
            },
395
            },
            
396
            "description": "The age group. Must be either \"Y000_014\" 
396
            "description": "The age group. Must be either \"Y000_014\" 
            
397
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
397
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
            
398
            "name": "age_group",
398
            "name": "age_group",
            
399
            "title": "Age Group",
399
            "title": "Age Group",
            
400
            "type": "string"
400
            "type": "string"
            
401
          },
401
          },
            
402
          {
402
          {
            
403
            "description": "The calendar quarter reflected the end of 
403
            "description": "The calendar quarter reflected the end of 
            
404
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
404
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
            
405
of December 2020",
405
of December 2020",
            
406
            "name": "calendar_quarter",
406
            "name": "calendar_quarter",
            
407
            "title": "Calendar Quarter",
407
            "title": "Calendar Quarter",
            
408
            "type": "string"
408
            "type": "string"
            
409
          },
409
          },
            
410
          {
410
          {
            
411
            "constraints": {
411
            "constraints": {
            
412
              "minimum": 0,
412
              "minimum": 0,
            
413
              "required": true
413
              "required": true
            
414
            },
414
            },
            
415
            "description": "Number currently receiving ART at the end 
415
            "description": "Number currently receiving ART at the end 
            
416
of reporting period",
416
of reporting period",
            
417
            "name": "art_current",
417
            "name": "art_current",
            
418
            "title": "Number on ART",
418
            "title": "Number on ART",
            
419
            "type": "number"
419
            "type": "number"
            
420
          },
420
          },
            
421
          {
421
          {
            
422
            "constraints": {
422
            "constraints": {
            
423
              "minimum": 0
423
              "minimum": 0
            
424
            },
424
            },
            
425
            "description": "Number newly initiated on ART during 
425
            "description": "Number newly initiated on ART during 
            
426
reporting period",
426
reporting period",
            
427
            "name": "art_new",
427
            "name": "art_new",
            
428
            "title": "Number newly initiated on ART",
428
            "title": "Number newly initiated on ART",
            
429
            "type": "number"
429
            "type": "number"
            
430
          },
430
          },
            
431
          {
431
          {
            
432
            "constraints": {
432
            "constraints": {
            
433
              "minimum": 0
433
              "minimum": 0
            
434
            },
434
            },
            
435
            "description": "The number of people who received a 
435
            "description": "The number of people who received a 
            
436
routine viral load test during the 12 months prior to the reporting 
436
routine viral load test during the 12 months prior to the reporting 
            
437
period end date",
437
period end date",
            
438
            "name": "vl_tested_12mos",
438
            "name": "vl_tested_12mos",
            
439
            "title": "Number VLS Tested",
439
            "title": "Number VLS Tested",
            
440
            "type": "number"
440
            "type": "number"
            
441
          },
441
          },
            
442
          {
442
          {
            
443
            "constraints": {
443
            "constraints": {
            
444
              "minimum": 0
444
              "minimum": 0
            
445
            },
445
            },
            
446
            "description": "The number of people who were virally 
446
            "description": "The number of people who were virally 
            
447
suppressed among those who received a routine viral load test during 
447
suppressed among those who received a routine viral load test during 
            
448
the 12 months prior to the reporting period end date",
448
the 12 months prior to the reporting period end date",
            
449
            "name": "vl_suppressed_12mos",
449
            "name": "vl_suppressed_12mos",
            
450
            "title": "Number VLS",
450
            "title": "Number VLS",
            
451
            "type": "number"
451
            "type": "number"
            
452
          }
452
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            "description": "The indicator measured by the survey",
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            "description": "The indicator measured by the survey",
            
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            "name": "indicator",
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            "title": "Indicator ID",
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            "description": "The ID of the survey",
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            "description": "The ID of the survey",
            
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            "name": "survey_id",
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            "name": "survey_id",
            
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            "description": "The calendar quarter nearest to the 
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            "description": "The calendar quarter nearest to the 
            
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            "name": "survey_mid_calendar_quarter",
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            "name": "survey_mid_calendar_quarter",
            
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            "title": "Survey Midpoint Calendar Quarter",
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            "title": "Survey Midpoint Calendar Quarter",
            
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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",
545
hierarchy",
            
546
            "name": "area_id",
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            "name": "area_id",
            
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            "type": "string"
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          {
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          {
            
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            "description": "Area name corresponding to area_id 
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            "description": "Area name corresponding to area_id 
            
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(optional)",
552
(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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          },
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          {
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            "name": "res_type",
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              "enum": [
            
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567
                "female",
567
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568
                "male"
568
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569
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569
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              "required": true
570
              "required": true
            
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            },
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            "description": "Biological sex - must be either \"both\", 
572
            "description": "Biological sex - must be either \"both\", 
            
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\"female\", or \"male\"",
573
\"female\", or \"male\"",
            
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            "name": "sex",
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            "name": "sex",
            
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582
            "description": "The age group ID, of the form YXXX_ZZZ 
            
583
where XXX is the integer lower limit and ZZZ is the integer upper 
583
where XXX is the integer lower limit and ZZZ is the integer upper 
            
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            "name": "age_group",
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            "description": "The number of survey clusters",
            
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            "description": "The effective number of observations based 
            
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on Kish effective sample size",
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on Kish effective sample size",
            
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lower bound",
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lower bound",
            
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      "id": "25483cc2-4026-4843-9343-4876345b2b28",
            
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      "last_modified": "2025-11-17T10:36:39.246726",
692
      "last_modified": "2025-11-17T10:36:39.246726",
            
693
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
693
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
694
      "metadata_modified": "2025-11-17T10:36:48.094914",
694
      "metadata_modified": "2025-11-17T10:36:48.094914",
            
695
      "mimetype": "text/csv",
695
      "mimetype": "text/csv",
            
696
      "mimetype_inner": null,
696
      "mimetype_inner": null,
            
697
      "name": "Population Data",
697
      "name": "Population Data",
            
698
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
698
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
699
      "position": 4,
699
      "position": 4,
            
700
      "resource_type": "inputs-unaids-population",
700
      "resource_type": "inputs-unaids-population",
            
701
      "restricted": "{\"allowed_organizations\": \"unaids\", 
701
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
702
\"allowed_users\": \"\", \"level\": \"restricted\"}",
702
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
703
      "schema": {
703
      "schema": {
            
704
        "description": "If data does not exist, please indicate so 
704
        "description": "If data does not exist, please indicate so 
            
705
with the value \"NA\" and ignore any warning given by Excel.",
705
with the value \"NA\" and ignore any warning given by Excel.",
            
706
        "fields": [
706
        "fields": [
            
707
          {
707
          {
            
708
            "constraints": {
708
            "constraints": {
            
709
              "required": true
709
              "required": true
            
710
            },
710
            },
            
711
            "description": "An area_id from the specified area 
711
            "description": "An area_id from the specified area 
            
712
hierarchy",
712
hierarchy",
            
713
            "name": "area_id",
713
            "name": "area_id",
            
714
            "title": "Area ID",
714
            "title": "Area ID",
            
715
            "type": "string"
715
            "type": "string"
            
716
          },
716
          },
            
717
          {
717
          {
            
718
            "description": "Area name corresponding to area_id 
718
            "description": "Area name corresponding to area_id 
            
719
(optional)",
719
(optional)",
            
720
            "name": "area_name",
720
            "name": "area_name",
            
721
            "title": "Area Name",
721
            "title": "Area Name",
            
722
            "type": "string"
722
            "type": "string"
            
723
          },
723
          },
            
724
          {
724
          {
            
725
            "description": "Source of population data",
725
            "description": "Source of population data",
            
726
            "name": "source",
726
            "name": "source",
            
727
            "title": "Source",
727
            "title": "Source",
            
728
            "type": "string"
728
            "type": "string"
            
729
          },
729
          },
            
730
          {
730
          {
            
731
            "description": "Calendar quarter",
731
            "description": "Calendar quarter",
            
732
            "name": "calendar_quarter",
732
            "name": "calendar_quarter",
            
733
            "title": "Calendar Quarter",
733
            "title": "Calendar Quarter",
            
734
            "type": "string"
734
            "type": "string"
            
735
          },
735
          },
            
736
          {
736
          {
            
737
            "constraints": {
737
            "constraints": {
            
738
              "enum": [
738
              "enum": [
            
739
                "both",
739
                "both",
            
740
                "male",
740
                "male",
            
741
                "female"
741
                "female"
            
742
              ],
742
              ],
            
743
              "required": true
743
              "required": true
            
744
            },
744
            },
            
745
            "description": "Biological sex - must be either \"both\", 
745
            "description": "Biological sex - must be either \"both\", 
            
746
\"female\", or \"male\"",
746
\"female\", or \"male\"",
            
747
            "name": "sex",
747
            "name": "sex",
            
748
            "title": "Sex",
748
            "title": "Sex",
            
749
            "type": "string"
749
            "type": "string"
            
750
          },
750
          },
            
751
          {
751
          {
            
752
            "constraints": {
752
            "constraints": {
            
753
              "required": true
753
              "required": true
            
754
            },
754
            },
            
755
            "description": "The age group ID, of the form YXXX_ZZZ 
755
            "description": "The age group ID, of the form YXXX_ZZZ 
            
756
where XXX is the integer lower limit and ZZZ is the integer upper 
756
where XXX is the integer lower limit and ZZZ is the integer upper 
            
757
limit",
757
limit",
            
758
            "name": "age_group",
758
            "name": "age_group",
            
759
            "title": "Age Group",
759
            "title": "Age Group",
            
760
            "type": "string"
760
            "type": "string"
            
761
          },
761
          },
            
762
          {
762
          {
            
763
            "constraints": {
763
            "constraints": {
            
764
              "minimum": 0,
764
              "minimum": 0,
            
765
              "required": true
765
              "required": true
            
766
            },
766
            },
            
767
            "description": "Population for the group",
767
            "description": "Population for the group",
            
768
            "name": "population",
768
            "name": "population",
            
769
            "title": "Population",
769
            "title": "Population",
            
770
            "type": "number"
770
            "type": "number"
            
771
          },
771
          },
            
772
          {
772
          {
            
773
            "constraints": {
773
            "constraints": {
            
774
              "minimum": 0,
774
              "minimum": 0,
            
775
              "required": false
775
              "required": false
            
776
            },
776
            },
            
777
            "description": "Age-specific fertility rate",
777
            "description": "Age-specific fertility rate",
            
778
            "name": "asfr",
778
            "name": "asfr",
            
779
            "title": "Age-specific fertility rate",
779
            "title": "Age-specific fertility rate",
            
780
            "type": "number"
780
            "type": "number"
            
781
          }
781
          }
            
782
        ],
782
        ],
            
783
        "foreignKeys": [
783
        "foreignKeys": [
            
784
          {
784
          {
            
785
            "fields": "area_id",
785
            "fields": "area_id",
            
786
            "reference": {
786
            "reference": {
            
787
              "fields": "area_id",
787
              "fields": "area_id",
            
788
              "resource": "4_geojson_frictionlessv5"
788
              "resource": "4_geojson_frictionlessv5"
            
789
            }
789
            }
            
790
          }
790
          }
            
791
        ],
791
        ],
            
792
        "missingValues": [
792
        "missingValues": [
            
793
          "",
793
          "",
            
794
          "NA"
794
          "NA"
            
795
        ],
795
        ],
            
796
        "primaryKey": [
796
        "primaryKey": [
            
797
          "area_id",
797
          "area_id",
            
798
          "calendar_quarter",
798
          "calendar_quarter",
            
799
          "sex",
799
          "sex",
            
800
          "age_group"
800
          "age_group"
            
801
        ],
801
        ],
            
802
        "require_field_order": false,
802
        "require_field_order": false,
            
803
        "title": "Population Data",
803
        "title": "Population Data",
            
804
        "version": "2.2"
804
        "version": "2.2"
            
805
      },
805
      },
            
806
      "sha256": 
806
      "sha256": 
            
807
"5dfcfbec3a3c1e4d7dedb597a3bb6f361f3e0bad573defb0889d04446a5e6ce3",
807
"5dfcfbec3a3c1e4d7dedb597a3bb6f361f3e0bad573defb0889d04446a5e6ce3",
            
808
      "size": 836973,
808
      "size": 836973,
            
809
      "state": "active",
809
      "state": "active",
            
810
      "url": 
810
      "url": 
            
811
3cc2-4026-4843-9343-4876345b2b28/download/swz_worldpop_for_naomi.csv",
811
3cc2-4026-4843-9343-4876345b2b28/download/swz_worldpop_for_naomi.csv",
            
812
      "url_type": "upload",
812
      "url_type": "upload",
            
813
      "validation_status": "success",
813
      "validation_status": "success",
            
814
      "validation_timestamp": "2025-11-17T10:36:47.433383"
814
      "validation_timestamp": "2025-11-17T10:36:47.433383"
            
815
    },
815
    },
            
816
    {
816
    {
            
817
      "cache_last_updated": null,
817
      "cache_last_updated": null,
            
818
      "cache_url": null,
818
      "cache_url": null,
            
819
      "created": "2025-11-17T10:36:45.963484",
819
      "created": "2025-11-17T10:36:45.963484",
            
820
      "datastore_active": false,
820
      "datastore_active": false,
            
n
821
      "description": "The file currently doesn't have the 2025 ANC 
n
821
      "description": "Please assist with:\r\n1. The ART coverage - for 
            
822
surveillance data but temporarily used last year\u2019s ANC 
822
females it is above 100%\r\n2. Treatment cascades for both adults and 
            
823
surveillance data and will be updated it as soon as the current 
823
children are somehow off - not sure where we need to review.\r\n3. 
            
824
dataset is shared. In addition, the HTS data will be updated this 
824
MTCT rate at 6 weeks is above the one coming from program data, also 
            
825
week. We needed to incorporate the screening tests that were 
825
the final transmission rate - could you advice how to address 
            
826
previously excluded, so for now, last year\u2019s HTS data has been 
826
this?\r\n4. The HIV Population has gone down compared to previous 
            
827
used in this file. \r\nWe are also not convinced with the initial 
827
years; this may also affect coverage.",
            
828
outputs (PLHIV, AIDS deaths not decreasing, the treatment cascade, 

            
829
Final Transmission rate among others) Need guidance on how this can be 

            
830
improved.",

            
831
      "fork_activity": "",
828
      "fork_activity": "",
            
832
      "fork_resource": "",
829
      "fork_resource": "",
            
833
      "format": "PJNZ",
830
      "format": "PJNZ",
            
834
      "hash": "",
831
      "hash": "",
            
835
      "id": "34cf7d24-ed99-44c8-b436-7f8a6d1a532f",
832
      "id": "34cf7d24-ed99-44c8-b436-7f8a6d1a532f",
            
n
836
      "last_modified": "2026-03-24T06:54:35.217532",
n
833
      "last_modified": "2026-04-21T15:29:48.212662",
            
837
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
834
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
n
838
      "metadata_modified": "2026-03-24T06:54:35.897025",
n
835
      "metadata_modified": "2026-04-21T15:29:48.863234",
            
839
      "mimetype": null,
836
      "mimetype": null,
            
840
      "mimetype_inner": null,
837
      "mimetype_inner": null,
            
841
      "name": "Spectrum File",
838
      "name": "Spectrum File",
            
842
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
839
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
843
      "position": 5,
840
      "position": 5,
            
844
      "resource_type": "inputs-unaids-spectrum-file",
841
      "resource_type": "inputs-unaids-spectrum-file",
            
845
      "restricted": 
842
      "restricted": 
            
846
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
843
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
            
847
      "sha256": 
844
      "sha256": 
            
n
848
"7513653f8ef841182a2f8fe98dff4440ce2884bc99c0432acb63076e5dffe54f",
n
845
"6d9e0edf2cf31e38c62451a9dc28c150a2a50b44d0693718ceed37ab7144def0",
            
849
      "size": 10102972,
846
      "size": 9685839,
            
850
      "state": "active",
847
      "state": "active",
            
851
      "url": 
848
      "url": 
            
852
cb97702a38/resource/34cf7d24-ed99-44c8-b436-7f8a6d1a532f/download/2026 
849
cb97702a38/resource/34cf7d24-ed99-44c8-b436-7f8a6d1a532f/download/2026 
            
t
853
Eswatini Spectrum File_10032026.PJNZ",
t
850
Eswatini Spectrum File_20042026_5Perc Reduction (1).PJNZ",
            
854
      "url_type": "upload"
851
      "url_type": "upload"
            
855
    },
852
    },
            
856
    {
853
    {
            
857
      "cache_last_updated": null,
854
      "cache_last_updated": null,
            
858
      "cache_url": null,
855
      "cache_url": null,
            
859
      "created": "2025-11-17T10:36:47.531652",
856
      "created": "2025-11-17T10:36:47.531652",
            
860
      "datastore_active": false,
857
      "datastore_active": false,
            
861
      "fork_activity": "",
858
      "fork_activity": "",
            
862
      "fork_resource": "",
859
      "fork_resource": "",
            
863
      "format": "CSV",
860
      "format": "CSV",
            
864
      "hash": "",
861
      "hash": "",
            
865
      "id": "9f468334-2eb5-452f-a223-396646933829",
862
      "id": "9f468334-2eb5-452f-a223-396646933829",
            
866
      "last_modified": "2025-11-17T10:36:47.177231",
863
      "last_modified": "2025-11-17T10:36:47.177231",
            
867
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
864
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
868
      "metadata_modified": "2025-11-17T10:36:55.246476",
865
      "metadata_modified": "2025-11-17T10:36:55.246476",
            
869
      "mimetype": "text/csv",
866
      "mimetype": "text/csv",
            
870
      "mimetype_inner": null,
867
      "mimetype_inner": null,
            
871
      "name": "Shiny 90 Survey Data",
868
      "name": "Shiny 90 Survey Data",
            
872
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
869
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
873
      "position": 6,
870
      "position": 6,
            
874
      "resource_type": "inputs-unaids-shiny90-survey",
871
      "resource_type": "inputs-unaids-shiny90-survey",
            
875
      "restricted": "{\"allowed_organizations\": \"unaids\", 
872
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
876
\"allowed_users\": \"\", \"level\": \"restricted\"}",
873
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
877
      "schema": {
874
      "schema": {
            
878
        "description": "If data does not exist, please indicate so 
875
        "description": "If data does not exist, please indicate so 
            
879
with the value \"NA\" and ignore any warning given by Excel.",
876
with the value \"NA\" and ignore any warning given by Excel.",
            
880
        "fields": [
877
        "fields": [
            
881
          {
878
          {
            
882
            "constraints": {
879
            "constraints": {
            
883
              "required": true
880
              "required": true
            
884
            },
881
            },
            
885
            "description": "Country or region (ie for countries that 
882
            "description": "Country or region (ie for countries that 
            
886
have subnational Spectrum files, the region will correspond to those 
883
have subnational Spectrum files, the region will correspond to those 
            
887
used in the Spectrum subnational files)",
884
used in the Spectrum subnational files)",
            
888
            "name": "Country or region",
885
            "name": "Country or region",
            
889
            "title": "Country or region",
886
            "title": "Country or region",
            
890
            "type": "string"
887
            "type": "string"
            
891
          },
888
          },
            
892
          {
889
          {
            
893
            "constraints": {
890
            "constraints": {
            
894
              "required": true
891
              "required": true
            
895
            },
892
            },
            
896
            "description": "A unique identifier for the survey (each 
893
            "description": "A unique identifier for the survey (each 
            
897
survey must have a unique name)",
894
survey must have a unique name)",
            
898
            "name": "Survey Id",
895
            "name": "Survey Id",
            
899
            "title": "Survey ID",
896
            "title": "Survey ID",
            
900
            "type": "string"
897
            "type": "string"
            
901
          },
898
          },
            
902
          {
899
          {
            
903
            "constraints": {
900
            "constraints": {
            
904
              "maximum": 2025,
901
              "maximum": 2025,
            
905
              "minimum": 1970,
902
              "minimum": 1970,
            
906
              "required": true
903
              "required": true
            
907
            },
904
            },
            
908
            "description": "Year in which survey was conducted; year 
905
            "description": "Year in which survey was conducted; year 
            
909
of survey fieldwork midpoint if survey spanned multiple years",
906
of survey fieldwork midpoint if survey spanned multiple years",
            
910
            "name": "Year",
907
            "name": "Year",
            
911
            "title": "Year",
908
            "title": "Year",
            
912
            "type": "integer"
909
            "type": "integer"
            
913
          },
910
          },
            
914
          {
911
          {
            
915
            "constraints": {
912
            "constraints": {
            
916
              "required": true
913
              "required": true
            
917
            },
914
            },
            
918
            "description": "The age groups used for model fitting are: 
915
            "description": "The age groups used for model fitting are: 
            
919
\"15-24\", \"25-34\", \"35-49\", \"50+\", \"15-49\" or \"15+\". Others 
916
\"15-24\", \"25-34\", \"35-49\", \"50+\", \"15-49\" or \"15+\". Others 
            
920
may be present also. ",
917
may be present also. ",
            
921
            "name": "Age Group",
918
            "name": "Age Group",
            
922
            "title": "Age Group",
919
            "title": "Age Group",
            
923
            "type": "string"
920
            "type": "string"
            
924
          },
921
          },
            
925
          {
922
          {
            
926
            "constraints": {
923
            "constraints": {
            
927
              "enum": [
924
              "enum": [
            
928
                "both",
925
                "both",
            
929
                "male",
926
                "male",
            
930
                "female"
927
                "female"
            
931
              ],
928
              ],
            
932
              "required": true
929
              "required": true
            
933
            },
930
            },
            
934
            "description": "Biological sex - must be either \"both\", 
931
            "description": "Biological sex - must be either \"both\", 
            
935
\"female\", or \"male\"",
932
\"female\", or \"male\"",
            
936
            "name": "Sex",
933
            "name": "Sex",
            
937
            "title": "Sex",
934
            "title": "Sex",
            
938
            "type": "string"
935
            "type": "string"
            
939
          },
936
          },
            
940
          {
937
          {
            
941
            "constraints": {
938
            "constraints": {
            
942
              "enum": [
939
              "enum": [
            
943
                "all",
940
                "all",
            
944
                "negative",
941
                "negative",
            
945
                "positive"
942
                "positive"
            
946
              ],
943
              ],
            
947
              "required": true
944
              "required": true
            
948
            },
945
            },
            
949
            "description": "The HIV status. Must be \"all\", 
946
            "description": "The HIV status. Must be \"all\", 
            
950
\"negative\" or \"positive\"",
947
\"negative\" or \"positive\"",
            
951
            "name": "HIV Status",
948
            "name": "HIV Status",
            
952
            "title": "HIV Status",
949
            "title": "HIV Status",
            
953
            "type": "string"
950
            "type": "string"
            
954
          },
951
          },
            
955
          {
952
          {
            
956
            "constraints": {
953
            "constraints": {
            
957
              "minimum": 0
954
              "minimum": 0
            
958
            },
955
            },
            
959
            "description": "Estimate for proportion ever tested for 
956
            "description": "Estimate for proportion ever tested for 
            
960
HIV; as a percentage (e.g. 87.6 rather than proportion 0.876)",
957
HIV; as a percentage (e.g. 87.6 rather than proportion 0.876)",
            
961
            "name": "Estimate",
958
            "name": "Estimate",
            
962
            "title": "Estimate",
959
            "title": "Estimate",
            
963
            "type": "number"
960
            "type": "number"
            
964
          },
961
          },
            
965
          {
962
          {
            
966
            "constraints": {
963
            "constraints": {
            
967
              "minimum": 0
964
              "minimum": 0
            
968
            },
965
            },
            
969
            "description": "Standard Error of the estimate (as a 
966
            "description": "Standard Error of the estimate (as a 
            
970
percentage). Should take into account survey design effects",
967
percentage). Should take into account survey design effects",
            
971
            "name": "Standard Error",
968
            "name": "Standard Error",
            
972
            "title": "Standard Error",
969
            "title": "Standard Error",
            
973
            "type": "number"
970
            "type": "number"
            
974
          },
971
          },
            
975
          {
972
          {
            
976
            "constraints": {
973
            "constraints": {
            
977
              "minimum": 0
974
              "minimum": 0
            
978
            },
975
            },
            
979
            "description": "Lower limit of the 95% confidence interval 
976
            "description": "Lower limit of the 95% confidence interval 
            
980
of the survey estimate (as a percentage)",
977
of the survey estimate (as a percentage)",
            
981
            "name": "Lower Confidence Interval",
978
            "name": "Lower Confidence Interval",
            
982
            "title": "Lower Confidence Interval",
979
            "title": "Lower Confidence Interval",
            
983
            "type": "number"
980
            "type": "number"
            
984
          },
981
          },
            
985
          {
982
          {
            
986
            "constraints": {
983
            "constraints": {
            
987
              "minimum": 0
984
              "minimum": 0
            
988
            },
985
            },
            
989
            "description": "Upper limit of the 95% confidence interval 
986
            "description": "Upper limit of the 95% confidence interval 
            
990
of the survey estimate (as a percentage)",
987
of the survey estimate (as a percentage)",
            
991
            "name": "Upper Confidence Interval",
988
            "name": "Upper Confidence Interval",
            
992
            "title": "Upper Confidence Interval",
989
            "title": "Upper Confidence Interval",
            
993
            "type": "number"
990
            "type": "number"
            
994
          },
991
          },
            
995
          {
992
          {
            
996
            "constraints": {
993
            "constraints": {
            
997
              "minimum": 0
994
              "minimum": 0
            
998
            },
995
            },
            
999
            "description": "Unweighted counts of the number of survey 
996
            "description": "Unweighted counts of the number of survey 
            
1000
respondents included in the stratification group",
997
respondents included in the stratification group",
            
1001
            "name": "Counts",
998
            "name": "Counts",
            
1002
            "title": "Counts",
999
            "title": "Counts",
            
1003
            "type": "number"
1000
            "type": "number"
            
1004
          }
1001
          }
            
1005
        ],
1002
        ],
            
1006
        "missingValues": [
1003
        "missingValues": [
            
1007
          "",
1004
          "",
            
1008
          "NA"
1005
          "NA"
            
1009
        ],
1006
        ],
            
1010
        "primaryKey": [
1007
        "primaryKey": [
            
1011
          "Country or region",
1008
          "Country or region",
            
1012
          "Survey Id",
1009
          "Survey Id",
            
1013
          "Year",
1010
          "Year",
            
1014
          "Age Group",
1011
          "Age Group",
            
1015
          "Sex",
1012
          "Sex",
            
1016
          "HIV Status"
1013
          "HIV Status"
            
1017
        ],
1014
        ],
            
1018
        "require_field_order": false,
1015
        "require_field_order": false,
            
1019
        "title": "Shiny90 Survey Data Input",
1016
        "title": "Shiny90 Survey Data Input",
            
1020
        "version": "1"
1017
        "version": "1"
            
1021
      },
1018
      },
            
1022
      "sha256": 
1019
      "sha256": 
            
1023
"ab8cd7eb0453b64a023cb1d5445276e09eb2339f38c2896ba618c052287c4744",
1020
"ab8cd7eb0453b64a023cb1d5445276e09eb2339f38c2896ba618c052287c4744",
            
1024
      "size": 12976,
1021
      "size": 12976,
            
1025
      "state": "active",
1022
      "state": "active",
            
1026
      "url": 
1023
      "url": 
            
1027
46933829/download/shiny90-survey-data_swz_0_swaziland_2024-12-06.csv",
1024
46933829/download/shiny90-survey-data_swz_0_swaziland_2024-12-06.csv",
            
1028
      "url_type": "upload",
1025
      "url_type": "upload",
            
1029
      "validation_status": "success",
1026
      "validation_status": "success",
            
1030
      "validation_timestamp": "2025-11-17T10:36:51.581205"
1027
      "validation_timestamp": "2025-11-17T10:36:51.581205"
            
1031
    },
1028
    },
            
1032
    {
1029
    {
            
1033
      "cache_last_updated": null,
1030
      "cache_last_updated": null,
            
1034
      "cache_url": null,
1031
      "cache_url": null,
            
1035
      "created": "2025-11-17T10:36:50.964538",
1032
      "created": "2025-11-17T10:36:50.964538",
            
1036
      "datastore_active": true,
1033
      "datastore_active": true,
            
1037
      "fork_activity": "",
1034
      "fork_activity": "",
            
1038
      "fork_resource": "",
1035
      "fork_resource": "",
            
1039
      "format": "CSV",
1036
      "format": "CSV",
            
1040
      "hash": "",
1037
      "hash": "",
            
1041
      "id": "690e3481-8f5f-4f28-8777-6b1986db124f",
1038
      "id": "690e3481-8f5f-4f28-8777-6b1986db124f",
            
1042
      "last_modified": "2025-11-17T10:36:50.537193",
1039
      "last_modified": "2025-11-17T10:36:50.537193",
            
1043
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
1040
      "lfs_prefix": "eswatini/eswatini-country-estimates-2026",
            
1044
      "metadata_modified": "2025-11-17T10:36:56.208580",
1041
      "metadata_modified": "2025-11-17T10:36:56.208580",
            
1045
      "mimetype": "text/csv",
1042
      "mimetype": "text/csv",
            
1046
      "mimetype_inner": null,
1043
      "mimetype_inner": null,
            
1047
      "name": "Shiny90 HIV Testing Data",
1044
      "name": "Shiny90 HIV Testing Data",
            
1048
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
1045
      "package_id": "a9bf1ca8-2761-4445-91e4-e8cb97702a38",
            
1049
      "position": 7,
1046
      "position": 7,
            
1050
      "resource_type": "inputs-unaids-hiv-testing",
1047
      "resource_type": "inputs-unaids-hiv-testing",
            
1051
      "restricted": "{\"allowed_organizations\": \"unaids\", 
1048
      "restricted": "{\"allowed_organizations\": \"unaids\", 
            
1052
\"allowed_users\": \"\", \"level\": \"restricted\"}",
1049
\"allowed_users\": \"\", \"level\": \"restricted\"}",
            
1053
      "schema": {
1050
      "schema": {
            
1054
        "description": "If data does not exist, please indicate so 
1051
        "description": "If data does not exist, please indicate so 
            
1055
with the value \"NA\" and ignore any warning given by Excel.",
1052
with the value \"NA\" and ignore any warning given by Excel.",
            
1056
        "fields": [
1053
        "fields": [
            
1057
          {
1054
          {
            
1058
            "constraints": {
1055
            "constraints": {
            
1059
              "required": true
1056
              "required": true
            
1060
            },
1057
            },
            
1061
            "description": "Country or region (ie for countries that 
1058
            "description": "Country or region (ie for countries that 
            
1062
have subnational Spectrum files, the region will correspond to those 
1059
have subnational Spectrum files, the region will correspond to those 
            
1063
used in the Spectrum subnational files)",
1060
used in the Spectrum subnational files)",
            
1064
            "name": "Country or region",
1061
            "name": "Country or region",
            
1065
            "title": "Country or region",
1062
            "title": "Country or region",
            
1066
            "type": "string"
1063
            "type": "string"
            
1067
          },
1064
          },
            
1068
          {
1065
          {
            
1069
            "constraints": {
1066
            "constraints": {
            
1070
              "maximum": 2025,
1067
              "maximum": 2025,
            
1071
              "minimum": 1970,
1068
              "minimum": 1970,
            
1072
              "required": true
1069
              "required": true
            
1073
            },
1070
            },
            
1074
            "description": "The calendar year e.g. 2025",
1071
            "description": "The calendar year e.g. 2025",
            
1075
            "name": "Year",
1072
            "name": "Year",
            
1076
            "title": "Year",
1073
            "title": "Year",
            
1077
            "type": "integer"
1074
            "type": "integer"
            
1078
          },
1075
          },
            
1079
          {
1076
          {
            
1080
            "constraints": {
1077
            "constraints": {
            
1081
              "enum": [
1078
              "enum": [
            
1082
                "both",
1079
                "both",
            
1083
                "male",
1080
                "male",
            
1084
                "female"
1081
                "female"
            
1085
              ],
1082
              ],
            
1086
              "required": true
1083
              "required": true
            
1087
            },
1084
            },
            
1088
            "description": "Biological sex. Must be \"both\", \"male\" 
1085
            "description": "Biological sex. Must be \"both\", \"male\" 
            
1089
or \"female\"",
1086
or \"female\"",
            
1090
            "name": "Sex",
1087
            "name": "Sex",
            
1091
            "title": "Sex",
1088
            "title": "Sex",
            
1092
            "type": "string"
1089
            "type": "string"
            
1093
          },
1090
          },
            
1094
          {
1091
          {
            
1095
            "constraints": {
1092
            "constraints": {
            
1096
              "minimum": 0
1093
              "minimum": 0
            
1097
            },
1094
            },
            
1098
            "description": "The annual number of HIV tests performed 
1095
            "description": "The annual number of HIV tests performed 
            
1099
at the national level among the population aged 15+ years of age; this 
1096
at the national level among the population aged 15+ years of age; this 
            
1100
number should be equal to the total number of tests administered as 
1097
number should be equal to the total number of tests administered as 
            
1101
part of HIV Testing and Counseling (HTC) and during antenatal care 
1098
part of HIV Testing and Counseling (HTC) and during antenatal care 
            
1102
(ANC), and for which the clients received the results",
1099
(ANC), and for which the clients received the results",
            
1103
            "name": "Total Tests",
1100
            "name": "Total Tests",
            
1104
            "title": "Total Tests",
1101
            "title": "Total Tests",
            
1105
            "type": "integer"
1102
            "type": "integer"
            
1106
          },
1103
          },
            
1107
          {
1104
          {
            
1108
            "constraints": {
1105
            "constraints": {
            
1109
              "minimum": 0
1106
              "minimum": 0
            
1110
            },
1107
            },
            
1111
            "description": "Out of the total annual number of tests, 
1108
            "description": "Out of the total annual number of tests, 
            
1112
how many were found to be HIV positive? This number should be equal to 
1109
how many were found to be HIV positive? This number should be equal to 
            
1113
the number of positive tests found during HTC (in non-pregnant 
1110
the number of positive tests found during HTC (in non-pregnant 
            
1114
population) and during ANC among pregnant women",
1111
population) and during ANC among pregnant women",
            
1115
            "name": "Total Positive Tests",
1112
            "name": "Total Positive Tests",
            
1116
            "title": "Total Positive Tests",
1113
            "title": "Total Positive Tests",
            
1117
            "type": "integer"
1114
            "type": "integer"
            
1118
          },
1115
          },
            
1119
          {
1116
          {
            
1120
            "constraints": {
1117
            "constraints": {
            
1121
              "minimum": 0
1118
              "minimum": 0
            
1122
            },
1119
            },
            
1123
            "description": "Total annual number of tests performed in 
1120
            "description": "Total annual number of tests performed in 
            
1124
the population aged 15+ years outside of ANC services, and for which 
1121
the population aged 15+ years outside of ANC services, and for which 
            
1125
clients received the results",
1122
clients received the results",
            
1126
            "name": "Total HTC Tests",
1123
            "name": "Total HTC Tests",
            
1127
            "title": "Total HTC Tests",
1124
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