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\"female\", or \"male\"",
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\"female\", or \"male\"",
            
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            "constraints": {
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            "constraints": {
            
224
              "required": true
224
              "required": true
            
225
            },
225
            },
            
226
            "description": "The age group ID, of the form YXXX_ZZZ 
226
            "description": "The age group ID, of the form YXXX_ZZZ 
            
227
where XXX is the integer lower limit and ZZZ is the integer upper 
227
where XXX is the integer lower limit and ZZZ is the integer upper 
            
228
limit",
228
limit",
            
229
            "name": "age_group",
229
            "name": "age_group",
            
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            "title": "Age Group",
230
            "title": "Age Group",
            
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            "type": "string"
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            "type": "string"
            
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          },
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          },
            
233
          {
233
          {
            
234
            "description": "The number of survey clusters",
234
            "description": "The number of survey clusters",
            
235
            "name": "n_clusters",
235
            "name": "n_clusters",
            
236
            "title": "Number of clusters",
236
            "title": "Number of clusters",
            
237
            "type": "integer"
237
            "type": "integer"
            
238
          },
238
          },
            
239
          {
239
          {
            
240
            "constraints": {
240
            "constraints": {
            
241
              "required": true
241
              "required": true
            
242
            },
242
            },
            
243
            "description": "The number of survey observations",
243
            "description": "The number of survey observations",
            
244
            "name": "n_observations",
244
            "name": "n_observations",
            
245
            "title": "Number of observations",
245
            "title": "Number of observations",
            
246
            "type": "integer"
246
            "type": "integer"
            
247
          },
247
          },
            
248
          {
248
          {
            
249
            "constraints": {},
249
            "constraints": {},
            
250
            "description": "The effective number of observations based 
250
            "description": "The effective number of observations based 
            
251
on Kish effective sample size",
251
on Kish effective sample size",
            
252
            "name": "n_eff_kish",
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            "name": "n_eff_kish",
            
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            "title": "Kish effective sample size",
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            "title": "Kish effective sample size",
            
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            "type": "number"
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            "type": "number"
            
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          },
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          },
            
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          {
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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 value of the survey estimate",
260
            "description": "The value of the survey estimate",
            
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            "name": "estimate",
261
            "name": "estimate",
            
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            "title": "Estimate",
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            "title": "Estimate",
            
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            "type": "number"
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            "type": "number"
            
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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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            },
            
269
            "description": "The standard error on the estimate",
269
            "description": "The standard error on the estimate",
            
270
            "name": "std_error",
270
            "name": "std_error",
            
271
            "title": "Standard Error",
271
            "title": "Standard Error",
            
272
            "type": "number"
272
            "type": "number"
            
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          },
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          },
            
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          {
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          {
            
275
            "constraints": {},
275
            "constraints": {},
            
276
            "description": "The value of the 95% confidence interval 
276
            "description": "The value of the 95% confidence interval 
            
277
lower bound",
277
lower bound",
            
278
            "name": "ci_lower",
278
            "name": "ci_lower",
            
279
            "title": "95% Confidence Interval Lower Bound",
279
            "title": "95% Confidence Interval Lower Bound",
            
280
            "type": "number"
280
            "type": "number"
            
281
          },
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          },
            
282
          {
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          {
            
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            "constraints": {},
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            "constraints": {},
            
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            "description": "The value of the 95% confidence interval 
284
            "description": "The value of the 95% confidence interval 
            
285
upper bound",
285
upper bound",
            
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            "name": "ci_upper",
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            "name": "ci_upper",
            
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            "title": "95% Confidence Interval Upper Bound",
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            "title": "95% Confidence Interval Upper Bound",
            
288
            "type": "number"
288
            "type": "number"
            
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          }
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          }
            
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        ],
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        ],
            
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        "foreignKeys": [
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        "foreignKeys": [
            
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          {
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          {
            
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            "fields": "area_id",
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            "fields": "area_id",
            
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            "reference": {
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            "reference": {
            
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              "fields": "area_id",
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              "fields": "area_id",
            
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              "resource": "3_geojson_inputs"
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              "resource": "3_geojson_inputs"
            
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            }
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            }
            
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          }
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        ],
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        ],
            
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        "missingValues": [
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        "missingValues": [
            
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          "",
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          "",
            
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          "NA"
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          "NA"
            
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        ],
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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",
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          "area_id",
            
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          "survey_mid_calendar_quarter",
308
          "survey_mid_calendar_quarter",
            
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          "age_group",
309
          "age_group",
            
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          "sex"
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          "sex"
            
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        ],
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        ],
            
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        "require_field_order": false,
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        "require_field_order": false,
            
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        "title": "Survey Data",
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        "title": "Survey Data",
            
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        "version": "2.1"
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        "version": "2.1"
            
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      },
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      },
            
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      "sha256": 
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      "sha256": 
            
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      "state": "active",
            
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      "url": 
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      "url": 
            
321
c-9a73-da0327bd59e7/download/ken_survey_hiv_indicators_subcounty.csv",
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c-9a73-da0327bd59e7/download/ken_survey_hiv_indicators_subcounty.csv",
            
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      "url_type": "upload",
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      "url_type": "upload",
            
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      "validation_status": "created",
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      "validation_status": "created",
            
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      "validation_timestamp": "2022-11-18T10:49:04.705043"
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      "validation_timestamp": "2022-11-18T10:49:04.705043"
            
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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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      "datastore_active": true,
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      "datastore_active": true,
            
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      "description": "Dataset constructed from:\r\n\r\n* Health 
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      "description": "Dataset constructed from:\r\n\r\n* Health 
            
332
sub-county total populations by sex for 2020 from KHIS.\r\n* 
332
sub-county total populations by sex for 2020 from KHIS.\r\n* 
            
333
Disaggregated by age group proportionally using county-level age 
333
Disaggregated by age group proportionally using county-level age 
            
334
distribution from KNBS.\r\n\r\nAge-stratified KNBS sub-county 
334
distribution from KNBS.\r\n\r\nAge-stratified KNBS sub-county 
            
335
populations are available, but aligning these to KHIS sub-counties has 
335
populations are available, but aligning these to KHIS sub-counties has 
            
336
been elusive thus far.",
336
been elusive thus far.",
            
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      "fork_activity": "",
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"imperial-college-london/kenya-inputs-unaids-estimates-2021-1",
            
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      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Population Data",
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      "name": "Population Data",
            
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      "package_id": "ce7c1adb-319a-4e77-81dc-486d982ac9c9",
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      "package_id": "ce7c1adb-319a-4e77-81dc-486d982ac9c9",
            
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      "position": 2,
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      "position": 2,
            
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      "resource_type": "inputs-unaids-population",
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      "resource_type": "inputs-unaids-population",
            
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      "restricted": 
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      "restricted": 
            
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      "restricted_allowed_orgs": "unaids",
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      "restricted_allowed_orgs": "unaids",
            
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      "schema": "3_population_inputs",
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      "schema": {
            
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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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        "fields": [
            
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          {
            
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            "constraints": {
            
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              "required": true
            
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            },
            
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            "description": "An area_id from the specified area 
            
364
hierarchy",
            
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            "name": "area_id",
            
366
            "title": "Area ID",
            
367
            "type": "string"
            
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          },
            
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          {
            
370
            "description": "Area name corresponding to area_id 
            
371
(optional)",
            
372
            "name": "area_name",
            
373
            "title": "Area Name",
            
374
            "type": "string"
            
375
          },
            
376
          {
            
377
            "description": "Source of population data",
            
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            "name": "source",
            
379
            "title": "Source",
            
380
            "type": "string"
            
381
          },
            
382
          {
            
383
            "description": "Calendar quarter",
            
384
            "name": "calendar_quarter",
            
385
            "title": "Calendar Quarter",
            
386
            "type": "string"
            
387
          },
            
388
          {
            
389
            "constraints": {
            
390
              "enum": [
            
391
                "both",
            
392
                "male",
            
393
                "female"
            
394
              ],
            
395
              "required": true
            
396
            },
            
397
            "description": "Biological sex - must be either \"both\", 
            
398
\"female\", or \"male\"",
            
399
            "name": "sex",
            
400
            "title": "Sex",
            
401
            "type": "string"
            
402
          },
            
403
          {
            
404
            "constraints": {
            
405
              "required": true
            
406
            },
            
407
            "description": "The age group ID, of the form YXXX_ZZZ 
            
408
where XXX is the integer lower limit and ZZZ is the integer upper 
            
409
limit",
            
410
            "name": "age_group",
            
411
            "title": "Age Group",
            
412
            "type": "string"
            
413
          },
            
414
          {
            
415
            "constraints": {
            
416
              "minimum": 0,
            
417
              "required": true
            
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            },
            
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            "description": "Population for the group",
            
420
            "name": "population",
            
421
            "title": "Population",
            
422
            "type": "number"
            
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          },
            
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          {
            
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            "constraints": {
            
426
              "minimum": 0,
            
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              "required": false
            
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            },
            
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            "description": "Age-specific fertility rate",
            
430
            "name": "asfr",
            
431
            "title": "Age-specific fertility rate",
            
432
            "type": "number"
            
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          }
            
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        ],
            
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        "foreignKeys": [
            
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        ],
            
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        "missingValues": [
            
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          "NA"
            
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        ],
            
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        "primaryKey": [
            
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          "area_id",
            
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          "calendar_quarter",
            
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          "sex",
            
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          "age_group"
            
453
        ],
            
454
        "require_field_order": false,
            
455
        "title": "Population Data",
            
456
        "version": "2.2"
            
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      },
            
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      "sha256": 
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      "sha256": 
            
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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": "success",
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      "validation_status": "created",
            
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      "validation_timestamp": "2022-11-18T10:47:42.004270"
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      "format": "CSV",
            
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      "hash": "",
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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",
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      "name": "ANC Data",
            
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      "package_id": "ce7c1adb-319a-4e77-81dc-486d982ac9c9",
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      "package_id": "ce7c1adb-319a-4e77-81dc-486d982ac9c9",
            
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      "position": 3,
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      "restricted": 
            
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      "sha256": 
            
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