{"help": "https://data.iadb.org/pt-BR/api/3/action/help_show?name=package_show", "success": true, "result": {"alternate_identifier": "", "citation": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "ckan_dataset_type": "dataset", "conforms_to": "", "creator_user_id": "4ce47dd3-eafd-475e-ac63-0311588ac609", "data_structure": [{"uri": "https://taxonomy.iadb.org/knowledgeProductsTaxonomy/20ec2046-8126-4e1d-a7ec-08a8d3d5f24c", "labels": {"en": "Structured Data", "es": "Datos Estructurados", "fr": "Structured Data", "pt_BR": "Structured Data"}}], "dataset_id": "false", "frequency": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "idb_origin": "", "identifier": "https://doi.org/10.60966/6x55ayx4", "in_series": {}, "language": ["es"], "license_id": "cc-by", "license_title": "Creative Commons Attribution 4.0 International", "license_url": "https://creativecommons.org/licenses/by/4.0/deed", "metadata_created": "2025-11-06T22:24:37.518591", "metadata_modified": "2026-01-21T19:36:37.379739", "name": "sample-code-for-creating-public-payroll-indicators-a-methodological-guide", "num_resources": 13, "num_tags": 0, "organization": {"id": "aa9ea49a-64f0-4dcc-9c01-06245f1392a1", "name": "idb-datasets", "title": "IDB Datasets", "type": "organization", "description": "Official list of IDB Datasets", "image_url": "", "created": "2025-03-08T06:03:00.229362", "is_organization": true, "approval_status": "approved", "state": "active"}, "owner_org": "aa9ea49a-64f0-4dcc-9c01-06245f1392a1", "private": false, "regional": {}, "related_identifier_type": "", "relation": "", "relation_type": "", "source": ["http://dx.doi.org/10.18235/0013861"], "statistical_type": {}, "temporal_end": "2025-12-12", "temporal_start": "2025-01-01", "theme": [{"uri": "https://taxonomy.iadb.org/knowledgeProductsTaxonomy/53786709020451812", "labels": {"en": "Public Sector", "es": "Sector P\u00fablico", "fr": "Secteur Publique", "pt_BR": "Setor P\u00fablico"}}], "title": {"en": "Sample Code for: Creating Public Payroll Indicators:\u00a0\u00a0A Methodological Guide", "es": "C\u00f3digo de Muestra para: Creaci\u00f3n de Indicadores de N\u00f3minas P\u00fablicas: Una Gu\u00eda Metodol\u00f3gica", "fr": "Exemple de Code pour : Cr\u00e9ation d'Indicateurs de Paie du Secteur Public : Un Guide M\u00e9thodologique", "pt_BR": "C\u00f3digo de Exemplo para: Cria\u00e7\u00e3o de Indicadores da Folha de Pagamento P\u00fablica: Um Guia Metodol\u00f3gico"}, "type": "dataset", "unit_observation": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "unit_responsible": {"en": "Innovation in Citizen Services Division (VPS/IFD/ICS)", "es": "Innovation in Citizen Services Division (VPS/IFD/ICS)", "fr": "Innovation in Citizen Services Division (VPS/IFD/ICS)", "pt_BR": "Innovation in Citizen Services Division (VPS/IFD/ICS)"}, "version": null, "creator": [{"creator_name": {"en": "Naranjo, Sandra", "es": "Naranjo, Sandra", "fr": "Naranjo, Sandra", "pt_BR": "Naranjo, Sandra"}, "creator_type": "personal", "url": ""}, {"creator_name": {"en": "Schuster, Christian", "es": "Schuster, Christian", "fr": "Schuster, Christian", "pt_BR": "Schuster, Christian"}, "creator_type": "personal", "url": ""}, {"creator_name": {"en": "Lipinski, Robert", "es": "Lipinski, Robert", "fr": "Lipinski, Robert", "pt_BR": "Lipinski, Robert"}, "creator_type": "personal", "url": ""}], "publisher": [{"email": "opendata@iadb.org", "publisher_name": {"en": "Inter-American Development Bank", "es": "Banco Interamericano de Desarrollo", "fr": "Banque Interam\u00e9ricaine de D\u00e9veloppement", "pt_BR": "Banco Interamericano de Desenvolvimento"}, "type": "organizational", "uri": "https://ror.org/03h9b6r55", "url": "https://ror.org/03h9b6r55"}], "resources": [{"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/77f70b9c-a8d1-4d4b-b1df-142fad92c797", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:26:48.722372", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "00 - Global", "file_id": "7ac00dc3-ef2c-445f-baa0-56d0806ca5a5", "format": "R", "hash": "", "id": "77f70b9c-a8d1-4d4b-b1df-142fad92c797", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:26:48.549628", "metadata_modified": "2025-11-06T22:27:15.844636", "mimetype": "", "mimetype_inner": null, "name": "00 - Global", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 0, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/7ac00dc3-ef2c-445f-baa0-56d0806ca5a5", "url_thumbnail": "", "visualization_type": "", "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/9ba2be33-3d39-4315-8b31-8342e6b38e6c", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:27:15.853345", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "1f99a889-a2e2-455d-9918-2f578f46bbb6", "format": "R", "hash": "", "id": "9ba2be33-3d39-4315-8b31-8342e6b38e6c", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:27:15.751026", "metadata_modified": "2025-11-06T22:27:44.316704", "mimetype": "", "mimetype_inner": null, "name": "01 - Convertir Crudo", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 1, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/1f99a889-a2e2-455d-9918-2f578f46bbb6", "url_thumbnail": "", "visualization_type": "", "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/818a16e7-d941-4646-926d-e7927cbac8e5", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:27:44.327186", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "8981d829-9649-498a-963f-112c4cdc49d6", "format": "R", "hash": "", "id": "818a16e7-d941-4646-926d-e7927cbac8e5", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:27:44.148134", "metadata_modified": "2025-11-06T22:28:18.345265", "mimetype": "", "mimetype_inner": null, "name": "02 - Combinar Crudo", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 2, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/8981d829-9649-498a-963f-112c4cdc49d6", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/8764b44a-6729-44aa-9245-d7dce8127a67", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:28:18.355595", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "273b3442-0574-42ef-a810-06396bf3d25d", "format": "R", "hash": "", "id": "8764b44a-6729-44aa-9245-d7dce8127a67", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:32:32.850632", "metadata_modified": "2025-11-06T22:33:36.608988", "mimetype": "", "mimetype_inner": null, "name": "03 - Limpiar Conjunto", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 3, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/273b3442-0574-42ef-a810-06396bf3d25d", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/b25192ae-6779-46e8-94cc-9e802d8bed93", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:28:41.498364", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "d85d2c0f-5ae8-427e-b677-cad112e04aa5", "format": "R", "hash": "", "id": "b25192ae-6779-46e8-94cc-9e802d8bed93", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:33:36.401079", "metadata_modified": "2025-11-06T22:34:51.930100", "mimetype": "", "mimetype_inner": null, "name": "04 - Limpiar Cols", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 4, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/d85d2c0f-5ae8-427e-b677-cad112e04aa5", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/1e81d37a-ed0c-4d3e-8b47-5380725e093f", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:29:08.806053", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "7dfc9d97-a067-4e60-870c-d1bc015afb08", "format": "R", "hash": "", "id": "1e81d37a-ed0c-4d3e-8b47-5380725e093f", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:29:08.589466", "metadata_modified": "2025-11-06T22:29:35.330985", "mimetype": "", "mimetype_inner": null, "name": "05 - Limpiar Puesto", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 5, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/7dfc9d97-a067-4e60-870c-d1bc015afb08", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/1163dddd-8288-4f4b-a716-834da84b3282", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:29:35.344624", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "d0dd20da-0336-4a74-b50e-07b91e1b44b8", "format": "R", "hash": "", "id": "1163dddd-8288-4f4b-a716-834da84b3282", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:29:35.071328", "metadata_modified": "2025-11-06T22:30:09.151836", "mimetype": "", "mimetype_inner": null, "name": "06 - Limpiar ID", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 6, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/d0dd20da-0336-4a74-b50e-07b91e1b44b8", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/e6265051-43c6-477b-8fba-6ad338a7ced4", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:30:09.164137", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "2d63466a-620a-4e1b-b056-dd086212e5b0", "format": "R", "hash": "", "id": "e6265051-43c6-477b-8fba-6ad338a7ced4", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:30:08.962387", "metadata_modified": "2025-11-06T22:30:37.214095", "mimetype": "", "mimetype_inner": null, "name": "07 - Limpiar Cobertura", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 7, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/2d63466a-620a-4e1b-b056-dd086212e5b0", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/97848256-250e-4277-8cc2-2b475f408349", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:30:37.223471", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "fef04b2e-1c62-4784-b4a2-82f04a862c0b", "format": "R", "hash": "", "id": "97848256-250e-4277-8cc2-2b475f408349", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:30:37.049197", "metadata_modified": "2025-11-06T22:31:01.686423", "mimetype": "", "mimetype_inner": null, "name": "08 - Limpiar Ascensos", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 8, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/fef04b2e-1c62-4784-b4a2-82f04a862c0b", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/470784ad-e0d5-46d6-a73a-bbb0fb356fb5", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:31:01.706619", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "8d88ca3f-8364-415e-b13a-fa9338227879", "format": "R", "hash": "", "id": "470784ad-e0d5-46d6-a73a-bbb0fb356fb5", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:31:01.066969", "metadata_modified": "2025-11-06T22:31:24.196948", "mimetype": "", "mimetype_inner": null, "name": "09 - Limpiar Rotacion", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 9, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/8d88ca3f-8364-415e-b13a-fa9338227879", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/b62e1015-7b5a-44f9-b5ed-5d6af3c31be2", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:31:24.208011", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "243ce247-5fce-42a0-a9c9-b8595a2b4497", "format": "R", "hash": "", "id": "b62e1015-7b5a-44f9-b5ed-5d6af3c31be2", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:34:51.703804", "metadata_modified": "2025-12-24T06:34:56.886123", "mimetype": "", "mimetype_inner": null, "name": "10 - Limpiar Final", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 10, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/243ce247-5fce-42a0-a9c9-b8595a2b4497", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/15c14e23-7cfc-42b5-a2d9-4513a52f2516", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:31:48.786427", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "3f715e74-6711-4a6b-9629-5edbad4d9e76", "format": "R", "hash": "", "id": "15c14e23-7cfc-42b5-a2d9-4513a52f2516", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:31:48.540841", "metadata_modified": "2025-11-06T22:32:09.789202", "mimetype": "", "mimetype_inner": null, "name": "11 - Crear Indicadores", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 11, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/3f715e74-6711-4a6b-9629-5edbad4d9e76", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}, {"access_rights": "", "access_url": "https://data.iadb.org/dataset/7b262a5a-afa4-4a9d-9a23-3aad13454907/resource/734e5973-5e35-4f75-9c76-3e6623ab32f5", "cache_last_updated": null, "cache_url": null, "compress_format": "", "created": "2025-11-06T22:32:09.797961", "data_notes": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "datastore_active": false, "datastore_contains_all_records_of_source_file": false, "described_by": "", "described_by_type": "", "description": "", "file_id": "6b54f31a-145c-4b77-9ef9-822945af67c4", "format": "R", "hash": "", "id": "734e5973-5e35-4f75-9c76-3e6623ab32f5", "indicator_category": "", "is_indicator": false, "language": ["English"], "last_modified": "2025-11-06T22:32:09.555388", "metadata_modified": "2025-11-06T22:32:11.510454", "mimetype": "", "mimetype_inner": null, "name": "Limpiar Indicadores", "number_of_variables": "", "package_format": "", "package_id": "7b262a5a-afa4-4a9d-9a23-3aad13454907", "position": 12, "related_resource": "", "resource_type": null, "rights": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "size": null, "state": "active", "theme": {}, "theme-en": "", "theme-es": "", "theme-fr": "", "theme-pt_BR": "", "url": "https://data.iadb.org/file/download/6b54f31a-145c-4b77-9ef9-822945af67c4", "url_thumbnail": "", "visualization_type": "", "iadb_knowledge": [{"theme": {}, "title": "", "url": "", "url_thumbnail": ""}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "", "es": "", "fr": "", "pt_BR": ""}, "uri": ""}]}], "spatial_coverage": [{"bbox": "", "centroid": "", "geom": "", "label": {"en": "Latin America and the Caribbean", "es": "Am\u00e9rica Latina y el Caribe", "fr": "Am\u00e9rique Latine et les Cara\u00efbes", "pt_BR": "Am\u00e9rica Latina e o Caribe"}, "uri": "http://www.geonames.org/7730009/latin-america-and-the-caribbean.html"}], "groups": [], "relationships_as_subject": [], "relationships_as_object": [], "doi": "10.60966/6x55ayx4", "doi_status": true, "domain": "https://data.iadb.org", "doi_date_published": "2025-11-07", "doi_publisher": "IADB", "data_collection_type": [{"uri": "https://taxonomy.iadb.org/knowledgeProductsTaxonomy/afaa6857-390d-423a-820a-e25d836282d5", "labels": {"en": "Administrative Data", "es": "Datos Administrativos", "fr": "Donn\u00e9e administrative", "pt_BR": "Administrative Data"}}], "keyword": {"en": ["public payrolls", "public pay", "public employment", "turnover", "gender pay gaps"], "es": ["n\u00f3minas p\u00fablicas", "remuneraci\u00f3n p\u00fablica", "empleo p\u00fablico", "rotaci\u00f3n de personal", "brechas salariales de g\u00e9nero"], "fr": ["paie du secteur public", "r\u00e9mun\u00e9ration publique", "emploi public", "rotation du personnel", "\u00e9carts de r\u00e9mun\u00e9ration entre les genres"], "pt_BR": ["folhas de pagamento p\u00fablicas", "remunera\u00e7\u00e3o p\u00fablica", "emprego p\u00fablico", "rotatividade", "disparidades salariais de g\u00eanero"]}, "contact_point": "", "description": {"en": "The R code is used to calculate and standardize payroll indicators from common-format personnel records.\r\nSpecifically, it provides working examples for deriving each key indicator (wage bill growth, employment growth, average pay trajectories, pay equity, gender pay gap, turnover, promotions/career progression, and retirement projections), so governments can compute these measures for the whole administration, for specific agencies, or for employee subgroups (e.g., by job, gender, contract). The code also illustrates recommended calculations and helps address common data errors, enabling comparable, reproducible salary indicators across countries.", "es": "El c\u00f3digo R se utiliza para calcular y estandarizar indicadores de n\u00f3mina a partir de registros de personal en formato com\u00fan. Espec\u00edficamente, proporciona ejemplos pr\u00e1cticos para derivar cada indicador clave (crecimiento de la masa salarial, crecimiento del empleo, trayectorias salariales promedio, equidad salarial, brecha salarial de g\u00e9nero, rotaci\u00f3n, ascensos/progresi\u00f3n de carrera y proyecciones de jubilaci\u00f3n), para que los gobiernos puedan calcular estas medidas para toda la administraci\u00f3n, para organismos espec\u00edficos o para subgrupos de empleados (p. ej., por puesto de trabajo, g\u00e9nero, contrato). El c\u00f3digo tambi\u00e9n ilustra los c\u00e1lculos recomendados y ayuda a abordar errores comunes en los datos, permitiendo obtener indicadores salariales comparables y reproducibles entre pa\u00edses.", "fr": "Le code R est utilis\u00e9 pour calculer et standardiser les indicateurs de paie \u00e0 partir de dossiers du personnel en format commun. Plus pr\u00e9cis\u00e9ment, il fournit des exemples pratiques pour d\u00e9duire chaque indicateur cl\u00e9 (croissance de la masse salariale, croissance de l'emploi, trajectoires salariales moyennes, \u00e9quit\u00e9 salariale, \u00e9cart de r\u00e9mun\u00e9ration entre les genres, rotation du personnel, promotions/progression de carri\u00e8re et projections de retraite), afin que les gouvernements puissent calculer ces mesures pour l'ensemble de l'administration, pour des agences sp\u00e9cifiques ou pour des sous-groupes d'employ\u00e9s (p. ex., par poste, genre, contrat). Le code illustre \u00e9galement les calculs recommand\u00e9s et aide \u00e0 traiter les erreurs de donn\u00e9es courantes, permettant d'obtenir des indicateurs salariaux comparables et reproductibles entre les pays.", "pt_BR": "O c\u00f3digo R \u00e9 usado para calcular e padronizar indicadores da folha de pagamento a partir de registros de pessoal em formato comum. Especificamente, ele fornece exemplos pr\u00e1ticos para derivar cada indicador-chave (crescimento da massa salarial, crescimento do emprego, trajet\u00f3rias salariais m\u00e9dias, equidade salarial, disparidade salarial de g\u00eanero, rotatividade, promo\u00e7\u00f5es/progress\u00e3o na carreira e proje\u00e7\u00f5es de aposentadoria), para que os governos possam calcular essas medidas para toda a administra\u00e7\u00e3o, para ag\u00eancias espec\u00edficas ou para subgrupos de funcion\u00e1rios (ex.: por cargo, g\u00eanero, contrato). O c\u00f3digo tamb\u00e9m ilustra os c\u00e1lculos recomendados e ajuda a tratar erros comuns de dados, permitindo indicadores salariais compar\u00e1veis e reprodut\u00edveis entre pa\u00edses."}}}