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              "required": true
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              "required": true
            
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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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            "name": "area_id",
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            "name": "area_id",
            
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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)",
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(optional)",
            
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            "name": "area_name",
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            "name": "area_name",
            
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              "required": true
            
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            "description": "An integer indicating the area admin 
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            "description": "An integer indicating the area admin 
            
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level, where 0 represents the national level",
            
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            "name": "area_level",
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            "type": "integer"
            
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          {
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            "description": "Area ID for the parent area in the 
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            "description": "Area ID for the parent area in the 
            
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hierarchy",
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hierarchy",
            
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            "name": "parent_area_id",
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            "name": "parent_area_id",
            
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            "title": "Parent Area ID",
            
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            "description": "Integer indicating the order that the 
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            "description": "Integer indicating the order that the 
            
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            "name": "area_sort_order",
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            "name": "area_sort_order",
            
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            "title": "Area Sort Order",
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            "title": "Area Sort Order",
            
198
            "type": "number"
198
            "type": "number"
            
199
          }
199
          }
            
200
        ],
200
        ],
            
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        "missingValues": [
201
        "missingValues": [
            
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          "",
202
          "",
            
203
          "NA"
203
          "NA"
            
204
        ],
204
        ],
            
205
        "primaryKey": "area_id",
205
        "primaryKey": "area_id",
            
206
        "require_field_order": false,
206
        "require_field_order": false,
            
207
        "title": "Geographic Data"
207
        "title": "Geographic Data"
            
208
      },
208
      },
            
209
      "sha256": 
209
      "sha256": 
            
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"b44cf116c468ce46c87cfdfd5c8511c1a0a4d9f379384bb6b5e949c639ee6d51",
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"b44cf116c468ce46c87cfdfd5c8511c1a0a4d9f379384bb6b5e949c639ee6d51",
            
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      "size": 6923643,
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      "size": 6923643,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
213
      "url": 
            
214
-40d4-90e9-7cad74b281e1/download/zaf_areas_national-spectrum.geojson",
214
-40d4-90e9-7cad74b281e1/download/zaf_areas_national-spectrum.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": "2024-12-02T10:59:00.344926"
218
      "validation_timestamp": "2024-12-02T10:59:00.344926"
            
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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": "2024-12-02T10:16:41.114435",
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      "created": "2024-12-02T10:16:41.114435",
            
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      "datastore_active": true,
224
      "datastore_active": true,
            
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      "description": "ANC testing data through August 2024, created 
225
      "description": "ANC testing data through August 2024, created 
            
226
for team data review at UNAIDS Estimates Workshop in December 2024.",
226
for team data review at UNAIDS Estimates Workshop in December 2024.",
            
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      "fork_activity": "",
227
      "fork_activity": "",
            
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      "fork_resource": "",
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      "fork_resource": "",
            
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      "format": "CSV",
229
      "format": "CSV",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "57b8f4ee-ad48-431b-918e-872d74fef3f7",
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      "id": "57b8f4ee-ad48-431b-918e-872d74fef3f7",
            
232
      "last_modified": "2024-12-03T22:50:20.799175",
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      "last_modified": "2024-12-03T22:50:20.799175",
            
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      "lfs_prefix": 
233
      "lfs_prefix": 
            
234
"south-africa/south-africa-country-estimates-2025",
234
"south-africa/south-africa-country-estimates-2025",
            
235
      "metadata_modified": "2024-12-03T22:50:59.403627",
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      "metadata_modified": "2024-12-03T22:50:59.403627",
            
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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": "ANC Data",
238
      "name": "ANC Data",
            
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      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
239
      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
            
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      "position": 4,
240
      "position": 4,
            
241
      "resource_type": "inputs-unaids-anc",
241
      "resource_type": "inputs-unaids-anc",
            
242
      "restricted": 
242
      "restricted": 
            
243
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
243
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
            
244
      "restricted_allowed_orgs": "unaids",
244
      "restricted_allowed_orgs": "unaids",
            
245
      "schema": {
245
      "schema": {
            
246
        "customConstraints": [
246
        "customConstraints": [
            
247
          {
247
          {
            
248
            "constraint": "anc_clients >= anc_known_pos",
248
            "constraint": "anc_clients >= anc_known_pos",
            
249
            "description": "The total number of anc clients must be 
249
            "description": "The total number of anc clients must be 
            
250
greater or equal to the number of anc clients tested."
250
greater or equal to the number of anc clients tested."
            
251
          },
251
          },
            
252
          {
252
          {
            
253
            "constraint": "anc_clients >= anc_known_neg",
253
            "constraint": "anc_clients >= anc_known_neg",
            
254
            "description": "The total number of anc clients must be 
254
            "description": "The total number of anc clients must be 
            
255
greater or equal to the number of clients already known to be HIV 
255
greater or equal to the number of clients already known to be HIV 
            
256
negative."
256
negative."
            
257
          },
257
          },
            
258
          {
258
          {
            
259
            "constraint": "anc_clients >= anc_tested_pos",
259
            "constraint": "anc_clients >= anc_tested_pos",
            
260
            "description": "The total number of anc clients must be 
260
            "description": "The total number of anc clients must be 
            
261
greater or equal to the number of clients already known to be HIV 
261
greater or equal to the number of clients already known to be HIV 
            
262
positive."
262
positive."
            
263
          },
263
          },
            
264
          {
264
          {
            
265
            "constraint": "anc_tested >= anc_tested_pos",
265
            "constraint": "anc_tested >= anc_tested_pos",
            
266
            "description": "The total number of anc clients tested 
266
            "description": "The total number of anc clients tested 
            
267
must be greater or equal to the number of those clients who tested 
267
must be greater or equal to the number of those clients who tested 
            
268
positive."
268
positive."
            
269
          }
269
          }
            
270
        ],
270
        ],
            
271
        "description": "If data does not exist, please indicate so 
271
        "description": "If data does not exist, please indicate so 
            
272
with the value \"NA\" and ignore any warning given by Excel.",
272
with the value \"NA\" and ignore any warning given by Excel.",
            
273
        "fields": [
273
        "fields": [
            
274
          {
274
          {
            
275
            "constraints": {
275
            "constraints": {
            
276
              "required": true
276
              "required": true
            
277
            },
277
            },
            
278
            "description": "An area_id from the specified area 
278
            "description": "An area_id from the specified area 
            
279
hierarchy.",
279
hierarchy.",
            
280
            "name": "area_id",
280
            "name": "area_id",
            
281
            "title": "Area ID",
281
            "title": "Area ID",
            
282
            "type": "string"
282
            "type": "string"
            
283
          },
283
          },
            
284
          {
284
          {
            
285
            "description": "Area name corresponding to area_id 
285
            "description": "Area name corresponding to area_id 
            
286
(optional)",
286
(optional)",
            
287
            "name": "area_name",
287
            "name": "area_name",
            
288
            "title": "Area Name",
288
            "title": "Area Name",
            
289
            "type": "string"
289
            "type": "string"
            
290
          },
290
          },
            
291
          {
291
          {
            
292
            "constraints": {
292
            "constraints": {
            
293
              "enum": [
293
              "enum": [
            
294
                "Y015_049"
294
                "Y015_049"
            
295
              ],
295
              ],
            
296
              "required": true
296
              "required": true
            
297
            },
297
            },
            
298
            "description": "The age group ID, of the form YXXX_ZZZ 
298
            "description": "The age group ID, of the form YXXX_ZZZ 
            
299
where XXX is the integer lower limit and ZZZ is the integer upper 
299
where XXX is the integer lower limit and ZZZ is the integer upper 
            
300
limit (for ANC we are only using 1 age group Y015_049)\n",
300
limit (for ANC we are only using 1 age group Y015_049)\n",
            
301
            "name": "age_group",
301
            "name": "age_group",
            
302
            "title": "Age Group",
302
            "title": "Age Group",
            
303
            "type": "string"
303
            "type": "string"
            
304
          },
304
          },
            
305
          {
305
          {
            
306
            "constraints": {
306
            "constraints": {
            
307
              "maximum": 2024,
307
              "maximum": 2024,
            
308
              "minimum": 2010,
308
              "minimum": 2010,
            
309
              "required": true
309
              "required": true
            
310
            },
310
            },
            
311
            "description": "The calendar year e.g. 2024",
311
            "description": "The calendar year e.g. 2024",
            
312
            "name": "year",
312
            "name": "year",
            
313
            "title": "Year",
313
            "title": "Year",
            
314
            "type": "integer"
314
            "type": "integer"
            
315
          },
315
          },
            
316
          {
316
          {
            
317
            "constraints": {
317
            "constraints": {
            
318
              "minimum": 0
318
              "minimum": 0
            
319
            },
319
            },
            
320
            "description": "Number of unique clients attending ANC for 
320
            "description": "Number of unique clients attending ANC for 
            
321
the first visit during a pregnancy in the calendar year",
321
the first visit during a pregnancy in the calendar year",
            
322
            "name": "anc_clients",
322
            "name": "anc_clients",
            
323
            "title": "Number ANC Clients",
323
            "title": "Number ANC Clients",
            
324
            "type": "integer"
324
            "type": "integer"
            
325
          },
325
          },
            
326
          {
326
          {
            
327
            "constraints": {
327
            "constraints": {
            
328
              "minimum": 0
328
              "minimum": 0
            
329
            },
329
            },
            
330
            "description": "Number of ANC clients who self-report 
330
            "description": "Number of ANC clients who self-report 
            
331
known HIV positive prior to first ANC visit and are not tested for 
331
known HIV positive prior to first ANC visit and are not tested for 
            
332
HIV",
332
HIV",
            
333
            "name": "anc_known_pos",
333
            "name": "anc_known_pos",
            
334
            "title": "Number Known Positive",
334
            "title": "Number Known Positive",
            
335
            "type": "integer"
335
            "type": "integer"
            
336
          },
336
          },
            
337
          {
337
          {
            
338
            "constraints": {
338
            "constraints": {
            
339
              "minimum": 0
339
              "minimum": 0
            
340
            },
340
            },
            
341
            "description": "Number of ANC clients already on ART prior 
341
            "description": "Number of ANC clients already on ART prior 
            
342
to first ANC visit during a pregnancy",
342
to first ANC visit during a pregnancy",
            
343
            "name": "anc_already_art",
343
            "name": "anc_already_art",
            
344
            "title": "Number Already on ART",
344
            "title": "Number Already on ART",
            
345
            "type": "integer"
345
            "type": "integer"
            
346
          },
346
          },
            
347
          {
347
          {
            
348
            "constraints": {
348
            "constraints": {
            
349
              "minimum": 0
349
              "minimum": 0
            
350
            },
350
            },
            
351
            "description": "Number of unique ANC clients who are 
351
            "description": "Number of unique ANC clients who are 
            
352
tested for HIV during their pregnancy. N.B. If you collect information 
352
tested for HIV during their pregnancy. N.B. If you collect information 
            
353
on ANC known negatives at first ANC visit who were not tested for HIV 
353
on ANC known negatives at first ANC visit who were not tested for HIV 
            
354
please add these into anc_tested",
354
please add these into anc_tested",
            
355
            "name": "anc_tested",
355
            "name": "anc_tested",
            
356
            "title": "Number HIV Tested",
356
            "title": "Number HIV Tested",
            
357
            "type": "integer"
357
            "type": "integer"
            
358
          },
358
          },
            
359
          {
359
          {
            
360
            "constraints": {
360
            "constraints": {
            
361
              "minimum": 0
361
              "minimum": 0
            
362
            },
362
            },
            
363
            "description": "Number of ANC clients who test HIV 
363
            "description": "Number of ANC clients who test HIV 
            
364
positive at the first HIV test during a given pregnancy",
364
positive at the first HIV test during a given pregnancy",
            
365
            "name": "anc_tested_pos",
365
            "name": "anc_tested_pos",
            
366
            "title": "Number Tested Positive",
366
            "title": "Number Tested Positive",
            
367
            "type": "integer"
367
            "type": "integer"
            
368
          },
368
          },
            
369
          {
369
          {
            
370
            "constraints": {
370
            "constraints": {
            
371
              "minimum": 0
371
              "minimum": 0
            
372
            },
372
            },
            
373
            "description": "Number of ANC clients who self-report 
373
            "description": "Number of ANC clients who self-report 
            
374
known HIV negative prior to first ANC visit and are not tested for 
374
known HIV negative prior to first ANC visit and are not tested for 
            
375
HIV",
375
HIV",
            
376
            "name": "anc_known_neg",
376
            "name": "anc_known_neg",
            
377
            "title": "Number Known Negative",
377
            "title": "Number Known Negative",
            
378
            "type": "integer"
378
            "type": "integer"
            
379
          },
379
          },
            
380
          {
380
          {
            
381
            "constraints": {
381
            "constraints": {
            
382
              "minimum": 0
382
              "minimum": 0
            
383
            },
383
            },
            
384
            "description": "Number of births recorded at health 
384
            "description": "Number of births recorded at health 
            
385
facilities.",
385
facilities.",
            
386
            "name": "births_facility",
386
            "name": "births_facility",
            
387
            "title": "Number of Facility Births",
387
            "title": "Number of Facility Births",
            
388
            "type": "integer"
388
            "type": "integer"
            
389
          }
389
          }
            
390
        ],
390
        ],
            
391
        "foreignKeys": [
391
        "foreignKeys": [
            
392
          {
392
          {
            
393
            "fields": "area_id",
393
            "fields": "area_id",
            
394
            "reference": {
394
            "reference": {
            
395
              "fields": "area_id",
395
              "fields": "area_id",
            
396
              "resource": "4_geojson_frictionlessv5"
396
              "resource": "4_geojson_frictionlessv5"
            
397
            }
397
            }
            
398
          }
398
          }
            
399
        ],
399
        ],
            
400
        "missingValues": [
400
        "missingValues": [
            
401
          "",
401
          "",
            
402
          "NA"
402
          "NA"
            
403
        ],
403
        ],
            
404
        "primaryKey": [
404
        "primaryKey": [
            
405
          "area_id",
405
          "area_id",
            
406
          "year",
406
          "year",
            
407
          "age_group"
407
          "age_group"
            
408
        ],
408
        ],
            
409
        "require_field_order": false,
409
        "require_field_order": false,
            
410
        "title": "ANC Data",
410
        "title": "ANC Data",
            
411
        "version": "3.0"
411
        "version": "3.0"
            
412
      },
412
      },
            
413
      "sha256": 
413
      "sha256": 
            
414
"294ae041e022218498c866b2bdb0df8297b33f40e290c1b37adb45bead2bd04e",
414
"294ae041e022218498c866b2bdb0df8297b33f40e290c1b37adb45bead2bd04e",
            
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      "size": 199483,
415
      "size": 199483,
            
416
      "state": "active",
416
      "state": "active",
            
417
      "url": 
417
      "url": 
            
418
8e-872d74fef3f7/download/zaf_anc_testing_dhis_subdistrict-annual.csv",
418
8e-872d74fef3f7/download/zaf_anc_testing_dhis_subdistrict-annual.csv",
            
419
      "url_type": "upload",
419
      "url_type": "upload",
            
420
      "validation_status": "success",
420
      "validation_status": "success",
            
421
      "validation_timestamp": "2024-12-03T22:50:58.954129"
421
      "validation_timestamp": "2024-12-03T22:50:58.954129"
            
422
    },
422
    },
            
423
    {
423
    {
            
424
      "cache_last_updated": null,
424
      "cache_last_updated": null,
            
425
      "cache_url": null,
425
      "cache_url": null,
            
426
      "created": "2024-12-02T10:23:06.962574",
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      "created": "2024-12-02T10:23:06.962574",
            
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      "datastore_active": true,
            
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      "description": "Uploaded for UNAIDS Estimates Workshop, December 
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      "description": "Uploaded for UNAIDS Estimates Workshop, December 
            
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2024",
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2024",
            
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      "format": "CSV",
            
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      "id": "e54b6b06-ec95-4d00-b0e8-2a8fbef867de",
            
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      "last_modified": "2024-12-02T10:26:53.572908",
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      "last_modified": "2024-12-02T10:26:53.572908",
            
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      "lfs_prefix": 
            
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      "metadata_modified": "2024-12-02T11:00:04.778256",
            
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      "name": "Survey Data",
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      "name": "Survey Data",
            
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      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
            
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      "position": 5,
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      "position": 5,
            
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      "resource_type": "inputs-unaids-survey",
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      "resource_type": "inputs-unaids-survey",
            
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ations\":\"unaids\",\"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 
            
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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
453
              "required": true
            
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            },
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            },
            
455
            "description": "The indicator measured by the survey",
455
            "description": "The indicator measured by the survey",
            
456
            "name": "indicator",
456
            "name": "indicator",
            
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            "title": "Indicator ID",
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            "title": "Indicator 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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          {
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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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            },
            
464
            "description": "The ID of the survey",
464
            "description": "The ID of the survey",
            
465
            "name": "survey_id",
465
            "name": "survey_id",
            
466
            "title": "Survey ID",
466
            "title": "Survey 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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          {
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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 calendar quarter nearest to the 
473
            "description": "The calendar quarter nearest to the 
            
474
midpoint of the survey fieldwork period.",
474
midpoint of the survey fieldwork period.",
            
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            "name": "survey_mid_calendar_quarter",
475
            "name": "survey_mid_calendar_quarter",
            
476
            "title": "Survey Midpoint Calendar Quarter",
476
            "title": "Survey Midpoint Calendar Quarter",
            
477
            "type": "string"
477
            "type": "string"
            
478
          },
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          },
            
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          {
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          {
            
480
            "constraints": {
480
            "constraints": {
            
481
              "required": true
481
              "required": true
            
482
            },
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            },
            
483
            "description": "An area_id from the specified area 
483
            "description": "An area_id from the specified area 
            
484
hierarchy",
484
hierarchy",
            
485
            "name": "area_id",
485
            "name": "area_id",
            
486
            "title": "Area ID",
486
            "title": "Area ID",
            
487
            "type": "string"
487
            "type": "string"
            
488
          },
488
          },
            
489
          {
489
          {
            
490
            "description": "Area name corresponding to area_id 
490
            "description": "Area name corresponding to area_id 
            
491
(optional)",
491
(optional)",
            
492
            "name": "area_name",
492
            "name": "area_name",
            
493
            "title": "Area Name",
493
            "title": "Area Name",
            
494
            "type": "string"
494
            "type": "string"
            
495
          },
495
          },
            
496
          {
496
          {
            
497
            "description": "Residence type",
497
            "description": "Residence type",
            
498
            "name": "res_type",
498
            "name": "res_type",
            
499
            "title": "Residence Type",
499
            "title": "Residence Type",
            
500
            "type": "string"
500
            "type": "string"
            
501
          },
501
          },
            
502
          {
502
          {
            
503
            "constraints": {
503
            "constraints": {
            
504
              "enum": [
504
              "enum": [
            
505
                "both",
505
                "both",
            
506
                "female",
506
                "female",
            
507
                "male"
507
                "male"
            
508
              ],
508
              ],
            
509
              "required": true
509
              "required": true
            
510
            },
510
            },
            
511
            "description": "Biological sex - must be either \"both\", 
511
            "description": "Biological sex - must be either \"both\", 
            
512
\"female\", or \"male\"",
512
\"female\", or \"male\"",
            
513
            "name": "sex",
513
            "name": "sex",
            
514
            "title": "Sex",
514
            "title": "Sex",
            
515
            "type": "string"
515
            "type": "string"
            
516
          },
516
          },
            
517
          {
517
          {
            
518
            "constraints": {
518
            "constraints": {
            
519
              "required": true
519
              "required": true
            
520
            },
520
            },
            
521
            "description": "The age group ID, of the form YXXX_ZZZ 
521
            "description": "The age group ID, of the form YXXX_ZZZ 
            
522
where XXX is the integer lower limit and ZZZ is the integer upper 
522
where XXX is the integer lower limit and ZZZ is the integer upper 
            
523
limit",
523
limit",
            
524
            "name": "age_group",
524
            "name": "age_group",
            
525
            "title": "Age Group",
525
            "title": "Age Group",
            
526
            "type": "string"
526
            "type": "string"
            
527
          },
527
          },
            
528
          {
528
          {
            
529
            "description": "The number of survey clusters",
529
            "description": "The number of survey clusters",
            
530
            "name": "n_clusters",
530
            "name": "n_clusters",
            
531
            "title": "Number of clusters",
531
            "title": "Number of clusters",
            
532
            "type": "integer"
532
            "type": "integer"
            
533
          },
533
          },
            
534
          {
534
          {
            
535
            "constraints": {
535
            "constraints": {
            
536
              "required": true
536
              "required": true
            
537
            },
537
            },
            
538
            "description": "The number of survey observations",
538
            "description": "The number of survey observations",
            
539
            "name": "n_observations",
539
            "name": "n_observations",
            
540
            "title": "Number of observations",
540
            "title": "Number of observations",
            
541
            "type": "integer"
541
            "type": "integer"
            
542
          },
542
          },
            
543
          {
543
          {
            
544
            "constraints": {},
544
            "constraints": {},
            
545
            "description": "The effective number of observations based 
545
            "description": "The effective number of observations based 
            
546
on Kish effective sample size",
546
on Kish effective sample size",
            
547
            "name": "n_eff_kish",
547
            "name": "n_eff_kish",
            
548
            "title": "Kish effective sample size",
548
            "title": "Kish effective sample size",
            
549
            "type": "number"
549
            "type": "number"
            
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          },
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          },
            
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          {
551
          {
            
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            "constraints": {
552
            "constraints": {
            
553
              "required": true
553
              "required": true
            
554
            },
554
            },
            
555
            "description": "The value of the survey estimate",
555
            "description": "The value of the survey estimate",
            
556
            "name": "estimate",
556
            "name": "estimate",
            
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            "title": "Estimate",
557
            "title": "Estimate",
            
558
            "type": "number"
558
            "type": "number"
            
559
          },
559
          },
            
560
          {
560
          {
            
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            "constraints": {
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            "constraints": {
            
562
              "required": true
562
              "required": true
            
563
            },
563
            },
            
564
            "description": "The standard error on the estimate",
564
            "description": "The standard error on the estimate",
            
565
            "name": "std_error",
565
            "name": "std_error",
            
566
            "title": "Standard Error",
566
            "title": "Standard Error",
            
567
            "type": "number"
567
            "type": "number"
            
568
          },
568
          },
            
569
          {
569
          {
            
570
            "constraints": {},
570
            "constraints": {},
            
571
            "description": "The value of the 95% confidence interval 
571
            "description": "The value of the 95% confidence interval 
            
572
lower bound",
572
lower bound",
            
573
            "name": "ci_lower",
573
            "name": "ci_lower",
            
574
            "title": "95% Confidence Interval Lower Bound",
574
            "title": "95% Confidence Interval Lower Bound",
            
575
            "type": "number"
575
            "type": "number"
            
576
          },
576
          },
            
577
          {
577
          {
            
578
            "constraints": {},
578
            "constraints": {},
            
579
            "description": "The value of the 95% confidence interval 
579
            "description": "The value of the 95% confidence interval 
            
580
upper bound",
580
upper bound",
            
581
            "name": "ci_upper",
581
            "name": "ci_upper",
            
582
            "title": "95% Confidence Interval Upper Bound",
582
            "title": "95% Confidence Interval Upper Bound",
            
583
            "type": "number"
583
            "type": "number"
            
584
          }
584
          }
            
585
        ],
585
        ],
            
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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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              "fields": "area_id",
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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": [
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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",
602
          "area_id",
            
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          "survey_mid_calendar_quarter",
603
          "survey_mid_calendar_quarter",
            
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          "age_group",
604
          "age_group",
            
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          "sex"
605
          "sex"
            
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        ],
606
        ],
            
607
        "require_field_order": false,
607
        "require_field_order": false,
            
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        "title": "Survey Data",
608
        "title": "Survey Data",
            
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        "version": "2.1"
609
        "version": "2.1"
            
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      "sha256": 
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      "sha256": 
            
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      "size": 26262832,
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      "size": 26262832,
            
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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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      "url_type": "upload",
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      "url_type": "upload",
            
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      "validation_status": "failure",
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      "validation_status": "failure",
            
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      "validation_timestamp": "2024-12-02T11:00:03.137218"
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      "validation_timestamp": "2024-12-02T11:00:03.137218"
            
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      "datastore_active": true,
            
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      "description": "District population aligned to Census 2022 
626
      "description": "District population aligned to Census 2022 
            
627
district populations, which were used for 2024 Naomi estimates. 
627
district populations, which were used for 2024 Naomi estimates. 
            
628
Uploaded for UNAIDS Estimates Workshop, December 2024",
628
Uploaded for UNAIDS Estimates Workshop, December 2024",
            
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      "fork_activity": "",
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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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      "id": "a9ba993a-6c09-48cd-930a-bc630872f403",
            
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      "lfs_prefix": 
            
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"south-africa/south-africa-country-estimates-2025",
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"south-africa/south-africa-country-estimates-2025",
            
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      "metadata_modified": "2024-12-02T11:00:07.286351",
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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": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
            
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      "position": 6,
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      "position": 6,
            
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      "resource_type": "inputs-unaids-population",
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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 
            
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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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              "required": true
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              "required": true
            
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            },
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            "description": "An area_id from the specified area 
654
            "description": "An area_id from the specified area 
            
655
hierarchy",
655
hierarchy",
            
656
            "name": "area_id",
656
            "name": "area_id",
            
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            "title": "Area ID",
657
            "title": "Area ID",
            
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            "type": "string"
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            "type": "string"
            
659
          },
659
          },
            
660
          {
660
          {
            
661
            "description": "Area name corresponding to area_id 
661
            "description": "Area name corresponding to area_id 
            
662
(optional)",
662
(optional)",
            
663
            "name": "area_name",
663
            "name": "area_name",
            
664
            "title": "Area Name",
664
            "title": "Area Name",
            
665
            "type": "string"
665
            "type": "string"
            
666
          },
666
          },
            
667
          {
667
          {
            
668
            "description": "Source of population data",
668
            "description": "Source of population data",
            
669
            "name": "source",
669
            "name": "source",
            
670
            "title": "Source",
670
            "title": "Source",
            
671
            "type": "string"
671
            "type": "string"
            
672
          },
672
          },
            
673
          {
673
          {
            
674
            "description": "Calendar quarter",
674
            "description": "Calendar quarter",
            
675
            "name": "calendar_quarter",
675
            "name": "calendar_quarter",
            
676
            "title": "Calendar Quarter",
676
            "title": "Calendar Quarter",
            
677
            "type": "string"
677
            "type": "string"
            
678
          },
678
          },
            
679
          {
679
          {
            
680
            "constraints": {
680
            "constraints": {
            
681
              "enum": [
681
              "enum": [
            
682
                "both",
682
                "both",
            
683
                "male",
683
                "male",
            
684
                "female"
684
                "female"
            
685
              ],
685
              ],
            
686
              "required": true
686
              "required": true
            
687
            },
687
            },
            
688
            "description": "Biological sex - must be either \"both\", 
688
            "description": "Biological sex - must be either \"both\", 
            
689
\"female\", or \"male\"",
689
\"female\", or \"male\"",
            
690
            "name": "sex",
690
            "name": "sex",
            
691
            "title": "Sex",
691
            "title": "Sex",
            
692
            "type": "string"
692
            "type": "string"
            
693
          },
693
          },
            
694
          {
694
          {
            
695
            "constraints": {
695
            "constraints": {
            
696
              "required": true
696
              "required": true
            
697
            },
697
            },
            
698
            "description": "The age group ID, of the form YXXX_ZZZ 
698
            "description": "The age group ID, of the form YXXX_ZZZ 
            
699
where XXX is the integer lower limit and ZZZ is the integer upper 
699
where XXX is the integer lower limit and ZZZ is the integer upper 
            
700
limit",
700
limit",
            
701
            "name": "age_group",
701
            "name": "age_group",
            
702
            "title": "Age Group",
702
            "title": "Age Group",
            
703
            "type": "string"
703
            "type": "string"
            
704
          },
704
          },
            
705
          {
705
          {
            
706
            "constraints": {
706
            "constraints": {
            
707
              "minimum": 0,
707
              "minimum": 0,
            
708
              "required": true
708
              "required": true
            
709
            },
709
            },
            
710
            "description": "Population for the group",
710
            "description": "Population for the group",
            
711
            "name": "population",
711
            "name": "population",
            
712
            "title": "Population",
712
            "title": "Population",
            
713
            "type": "number"
713
            "type": "number"
            
714
          },
714
          },
            
715
          {
715
          {
            
716
            "constraints": {
716
            "constraints": {
            
717
              "minimum": 0,
717
              "minimum": 0,
            
718
              "required": false
718
              "required": false
            
719
            },
719
            },
            
720
            "description": "Age-specific fertility rate",
720
            "description": "Age-specific fertility rate",
            
721
            "name": "asfr",
721
            "name": "asfr",
            
722
            "title": "Age-specific fertility rate",
722
            "title": "Age-specific fertility rate",
            
723
            "type": "number"
723
            "type": "number"
            
724
          }
724
          }
            
725
        ],
725
        ],
            
726
        "foreignKeys": [
726
        "foreignKeys": [
            
727
          {
727
          {
            
728
            "fields": "area_id",
728
            "fields": "area_id",
            
729
            "reference": {
729
            "reference": {
            
730
              "fields": "area_id",
730
              "fields": "area_id",
            
731
              "resource": "4_geojson_frictionlessv5"
731
              "resource": "4_geojson_frictionlessv5"
            
732
            }
732
            }
            
733
          }
733
          }
            
734
        ],
734
        ],
            
735
        "missingValues": [
735
        "missingValues": [
            
736
          "",
736
          "",
            
737
          "NA"
737
          "NA"
            
738
        ],
738
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739
        "primaryKey": [
739
        "primaryKey": [
            
740
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740
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741
          "calendar_quarter",
741
          "calendar_quarter",
            
742
          "sex",
742
          "sex",
            
743
          "age_group"
743
          "age_group"
            
744
        ],
744
        ],
            
745
        "require_field_order": false,
745
        "require_field_order": false,
            
746
        "title": "Population Data",
746
        "title": "Population Data",
            
747
        "version": "2.2"
747
        "version": "2.2"
            
748
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748
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749
      "sha256": 
749
      "sha256": 
            
750
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752
      "state": "active",
            
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      "url": 
753
      "url": 
            
754
a-6c09-48cd-930a-bc630872f403/download/zaf_population_census2022.csv",
754
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755
      "url_type": "upload",
755
      "url_type": "upload",
            
756
      "validation_status": "success",
756
      "validation_status": "success",
            
757
      "validation_timestamp": "2024-12-02T11:00:06.407723"
757
      "validation_timestamp": "2024-12-02T11:00:06.407723"
            
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759
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761
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762
      "created": "2024-12-02T10:54:30.785147",
            
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763
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764
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      "format": "CSV",
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      "format": "CSV",
            
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      "hash": "",
767
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769
      "last_modified": "2024-12-02T10:54:30.001961",
            
770
      "lfs_prefix": 
770
      "lfs_prefix": 
            
771
"south-africa/south-africa-country-estimates-2025",
771
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772
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773
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773
      "mimetype": "text/csv",
            
774
      "mimetype_inner": null,
774
      "mimetype_inner": null,
            
775
      "name": "zaf_population_mype2024.csv",
775
      "name": "zaf_population_mype2024.csv",
            
776
      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
776
      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
            
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777
      "position": 7,
            
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778
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779
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779
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780
      "sha256": 
780
      "sha256": 
            
781
"585379e787a8e24bf30707647e0cdb9f14f706e4db02be63f5e34e7ca3eabe34",
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      "state": "active",
783
      "state": "active",
            
784
      "url": 
784
      "url": 
            
785
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785
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786
      "url_type": "upload",
786
      "url_type": "upload",
            
787
      "validation_status": "success",
787
      "validation_status": "success",
            
788
      "validation_timestamp": "2024-12-02T10:59:49.462366"
788
      "validation_timestamp": "2024-12-02T10:59:49.462366"
            
789
    },
789
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790
    {
790
    {
            
791
      "cache_last_updated": null,
791
      "cache_last_updated": null,
            
792
      "cache_url": null,
792
      "cache_url": null,
            
793
      "created": "2024-12-02T10:55:30.727426",
793
      "created": "2024-12-02T10:55:30.727426",
            
794
      "datastore_active": true,
794
      "datastore_active": true,
            
795
      "description": "DHIS ART data through August 2024. **Contains 
795
      "description": "DHIS ART data through August 2024. **Contains 
            
796
only public sector data from DHIS**. Does not contain private sector 
796
only public sector data from DHIS**. Does not contain private sector 
            
797
data. Data at sub-district level for review. Data as used for 2024 
797
data. Data at sub-district level for review. Data as used for 2024 
            
798
district HIV estimates.  Uploaded to ADR for UNAIDS 2024 HIV Estimates 
798
district HIV estimates.  Uploaded to ADR for UNAIDS 2024 HIV Estimates 
            
799
Workshop, December 2024.",
799
Workshop, December 2024.",
            
800
      "fork_activity": "",
800
      "fork_activity": "",
            
801
      "fork_resource": "",
801
      "fork_resource": "",
            
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      "format": "CSV",
802
      "format": "CSV",
            
803
      "hash": "",
803
      "hash": "",
            
804
      "id": "ad08aa80-df8e-4505-8c94-fcbab312298c",
804
      "id": "ad08aa80-df8e-4505-8c94-fcbab312298c",
            
805
      "last_modified": "2024-12-03T22:51:31.176425",
805
      "last_modified": "2024-12-03T22:51:31.176425",
            
806
      "lfs_prefix": 
806
      "lfs_prefix": 
            
807
"south-africa/south-africa-country-estimates-2025",
807
"south-africa/south-africa-country-estimates-2025",
            
808
      "metadata_modified": "2024-12-03T22:52:06.236573",
808
      "metadata_modified": "2024-12-03T22:52:06.236573",
            
809
      "mimetype": "text/csv",
809
      "mimetype": "text/csv",
            
810
      "mimetype_inner": null,
810
      "mimetype_inner": null,
            
811
      "name": "ART Data",
811
      "name": "ART Data",
            
812
      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
812
      "package_id": "992479ab-af39-4e5d-8d3d-6e325d0eebdc",
            
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      "position": 8,
813
      "position": 8,
            
814
      "resource_type": "inputs-unaids-art",
814
      "resource_type": "inputs-unaids-art",
            
815
      "restricted": 
815
      "restricted": 
            
816
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816
ations\":\"unaids\",\"allowed_users\":\"\",\"level\":\"restricted\"}",
            
817
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817
      "schema": {
            
818
        "customConstraints": [
818
        "customConstraints": [
            
819
          {
819
          {
            
820
            "constraint": "vls_tested >= vls_suppressed",
820
            "constraint": "vls_tested >= vls_suppressed",
            
821
            "description": "The total number of people who recieved a 
821
            "description": "The total number of people who recieved a 
            
822
routine viral load test must be greater than the number among them who 
822
routine viral load test must be greater than the number among them who 
            
823
were virally supressed."
823
were virally supressed."
            
824
          }
824
          }
            
825
        ],
825
        ],
            
826
        "description": "If data does not exist, please indicate so 
826
        "description": "If data does not exist, please indicate so 
            
827
with the value \"NA\" and ignore any warning given by Excel.",
827
with the value \"NA\" and ignore any warning given by Excel.",
            
828
        "fields": [
828
        "fields": [
            
829
          {
829
          {
            
830
            "constraints": {
830
            "constraints": {
            
831
              "required": true
831
              "required": true
            
832
            },
832
            },
            
833
            "description": "Must be an area_id from the agreed area 
833
            "description": "Must be an area_id from the agreed area 
            
834
hierarchy",
834
hierarchy",
            
835
            "name": "area_id",
835
            "name": "area_id",
            
836
            "title": "Area ID",
836
            "title": "Area ID",
            
837
            "type": "string"
837
            "type": "string"
            
838
          },
838
          },
            
839
          {
839
          {
            
840
            "description": "Area name corresponding to area_id 
840
            "description": "Area name corresponding to area_id 
            
841
(optional)",
841
(optional)",
            
842
            "name": "area_name",
842
            "name": "area_name",
            
843
            "title": "Area Name",
843
            "title": "Area Name",
            
844
            "type": "string"
844
            "type": "string"
            
845
          },
845
          },
            
846
          {
846
          {
            
847
            "constraints": {
847
            "constraints": {
            
848
              "enum": [
848
              "enum": [
            
849
                "both",
849
                "both",
            
850
                "male",
850
                "male",
            
851
                "female"
851
                "female"
            
852
              ],
852
              ],
            
853
              "required": true
853
              "required": true
            
854
            },
854
            },
            
855
            "description": "Biological sex - must be either \"both\", 
855
            "description": "Biological sex - must be either \"both\", 
            
856
\"female\", or \"male\"",
856
\"female\", or \"male\"",
            
857
            "name": "sex",
857
            "name": "sex",
            
858
            "title": "Sex",
858
            "title": "Sex",
            
859
            "type": "string"
859
            "type": "string"
            
860
          },
860
          },
            
861
          {
861
          {
            
862
            "constraints": {
862
            "constraints": {
            
863
              "enum": [
863
              "enum": [
            
864
                "Y000_014",
864
                "Y000_014",
            
865
                "Y015_999",
865
                "Y015_999",
            
866
                "Y000_999"
866
                "Y000_999"
            
867
              ],
867
              ],
            
868
              "required": true
868
              "required": true
            
869
            },
869
            },
            
870
            "description": "The age group. Must be either \"Y000_014\" 
870
            "description": "The age group. Must be either \"Y000_014\" 
            
871
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
871
(0-14 y), \"Y015_999\" (15+ y) or \"Y000_999\" (0+)",
            
872
            "name": "age_group",
872
            "name": "age_group",
            
873
            "title": "Age Group",
873
            "title": "Age Group",
            
874
            "type": "string"
874
            "type": "string"
            
875
          },
875
          },
            
876
          {
876
          {
            
877
            "description": "The calendar quarter reflected the end of 
877
            "description": "The calendar quarter reflected the end of 
            
878
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
878
reporting period. Formatted as CY20XXQY, for example CY2020Q4 for end 
            
879
of December 2020",
879
of December 2020",
            
880
            "name": "calendar_quarter",
880
            "name": "calendar_quarter",
            
881
            "title": "Calendar Quarter",
881
            "title": "Calendar Quarter",
            
882
            "type": "string"
882
            "type": "string"
            
883
          },
883
          },
            
884
          {
884
          {
            
885
            "constraints": {
885
            "constraints": {
            
886
              "minimum": 0,
886
              "minimum": 0,
            
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887
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888
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            "description": "Number currently receiving ART at the end 
889
            "description": "Number currently receiving ART at the end 
            
890
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890
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891
            "name": "art_current",
            
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893
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894
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896
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896
            "constraints": {
            
897
              "minimum": 0
897
              "minimum": 0
            
898
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898
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            "description": "Number newly initiated on ART during 
899
            "description": "Number newly initiated on ART during 
            
900
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900
reporting period",
            
901
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901
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902
            "title": "Number newly initiated on ART",
902
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903
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903
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904
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906
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906
            "constraints": {
            
907
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907
              "minimum": 0
            
908
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908
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909
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909
            "description": "The number of people who received a 
            
910
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910
routine viral load test during the 12 months prior to the reporting 
            
911
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911
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912
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912
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913
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914
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915
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916
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917
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917
            "constraints": {
            
918
              "minimum": 0
918
              "minimum": 0
            
919
            },
919
            },
            
920
            "description": "The number of people who were virally 
920
            "description": "The number of people who were virally 
            
921
suppressed among those who received a routine viral load test during 
921
suppressed among those who received a routine viral load test during 
            
922
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922
the 12 months prior to the reporting period end date",
            
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923
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924
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924
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925
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925
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