Este es el endpoint central de Atlas. Regresa la observación más reciente de cada indicador para cada entidad geográfica que pidas.El resultado es una fila por combinación de entidad x indicador, con el valor, el periodo al que corresponde y el contexto de la entidad (nombre, tipo, entidad padre).Hay dos formas de hacer las consultas.
Por el collection_id. Trae los resultados de todos los indicadores dentro de la colección. Puedes consultar el catálogo de las colecciones en colecciones.
Adicionalmente es necesario especificar para qué entidad geográfica se requiere la información.
geo_entity_ids recibe una lista explícita de entity_id.
geo_filter recibe todo un nivel geográfico dentro de una entidad padre, por ejemplo “todas las AGEBs de Michoacán” o “todos los códigos postales de Morelia”.
Token de autenticación. Formato requerido: Token tu-token (la palabra Token, un espacio y tu token). Solicita tu token escribiendo a contacto@tukanmx.com.
Cuerpo
application/json
Al menos uno de indicator_ids o collection_ids es requerido. No se pueden combinar geo_entity_ids y geo_filter.
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headers`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`headers,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:` json`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"indicator_ids\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`1528`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`],`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"geo_filter\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"entity_type_id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"MUNICIPALITY\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` \"within\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"entity_code\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"16\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"entity_type_id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"STATE\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` },`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` 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resp.json()[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"results\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`][:`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`3`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`]:`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#DCDCAA`},children:` print`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`(obs[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"entity_name\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`], obs[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"value\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`], obs[`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"period\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`])`})]}),`\n`]})})})]}),`\n`,_jsx(ResponseExample,{children:_jsx(CodeBlock,{filename:`200`,numberOfLines:`21`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`21`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"count\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`113`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"results\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"entity_id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"1000\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"entity_code\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"16085\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"entity_name\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Tangancícuaro\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"entity_type_id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"MUNICIPALITY\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"indicator_id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"1528\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"indicator_name\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Población total\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"indicator_name_en\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Total population\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"value\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`35256.0`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"period\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"2020-01-01\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"parent_code\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"16\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"parent_name\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Michoacán de Ocampo\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"parent_name_en\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Michoacán de Ocampo\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"parent_entity_type_id\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"STATE\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"collection\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:`null`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"Últimas observaciones","description":"Obtén el valor más reciente de cualquier indicador para las entidades geográficas que elijas.","openapi":"es/atlas/openapi-atlas.json POST /latest/","href":"/es/atlas/estadisticas/ultimas-observaciones"}}}},"mdxExtracts":{"tableOfContents":[],"codeExamples":{"request":{"type":"RequestExample","children":[{"filename":"cURL","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"shellscript\">\u003ccode language=\"shellscript\" numberOfLines=\"10\">\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#DCDCAA\">curl\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -X\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> POST\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://client.tukanmx.com/tukan-atlas/latest/\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -H\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Authorization: Token \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">$API_TUKAN\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -H\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Content-Type: application/json\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -d\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> '{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"indicator_ids\": [1528],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"geo_filter\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"entity_type_id\": \"MUNICIPALITY\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"within\": {\"entity_code\": \"16\", \"entity_type_id\": \"STATE\"}\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }'\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Python","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"python\">\u003ccode language=\"python\" numberOfLines=\"20\">\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> os\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> requests\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">headers \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Authorization\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">f\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Token \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">{\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">os.environ[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">'API_TUKAN'\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">]\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">}\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#6E7781;--shiki-dark:#6A9955\"># Población total (1528) de todos los municipios de Michoacán (16)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">resp \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> requests.post(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://client.tukanmx.com/tukan-atlas/latest/\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> headers\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">headers,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> json\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"indicator_ids\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: [\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">1528\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"geo_filter\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"entity_type_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"MUNICIPALITY\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"within\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"entity_code\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"16\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"entity_type_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"STATE\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">},\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">resp.raise_for_status()\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">for\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> obs \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">in\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> resp.json()[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"results\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">][:\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">3\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">]:\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#DCDCAA\"> print\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(obs[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"entity_name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">], obs[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"value\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">], obs[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"period\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">])\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]},"response":{"type":"ResponseExample","children":[{"filename":"200","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"21\">\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"count\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">113\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"results\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"entity_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"1000\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"entity_code\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"16085\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"entity_name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Tangancícuaro\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"entity_type_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"MUNICIPALITY\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"indicator_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"1528\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"indicator_name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Población total\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"indicator_name_en\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Total population\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"value\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">35256.0\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"period\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"2020-01-01\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"parent_code\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"16\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"parent_name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Michoacán de Ocampo\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"parent_name_en\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Michoacán de Ocampo\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"parent_entity_type_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"STATE\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"collection\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]}}},"jsLinks":[],"openApiReferenceData":{"operation":{"summary":"Últimas observaciones","description":"Obtén el valor más reciente de cualquier indicador para las entidades geográficas que 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dark-plus","style":{"backgroundColor":"#ffffff","--shiki-dark-bg":"#0B0C0E","color":"#1f2328","--shiki-dark":"#D4D4D4"},"language":"shellscript","children":{"type":"code","key":null,"ref":null,"props":{"language":"shellscript","numberOfLines":"10","children":[{"type":"span","key":"0","ref":null,"props":{"className":"line","children":[{"type":"span","key":"0","ref":null,"props":{"style":{"color":"#953800","--shiki-dark":"#DCDCAA"},"children":"curl"}},{"type":"span","key":"1","ref":null,"props":{"style":{"color":"#0550AE","--shiki-dark":"#569CD6"},"children":" -X"}},{"type":"span","key":"2","ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" POST"}},{"type":"span","key":"3","ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"https://client.tukanmx.com/tukan-atlas/latest/\""}},{"type":"span","key":"4","ref":null,"props":{"style":{"color":"#CF222E","--shiki-dark":"#D7BA7D"},"children":" \\"}}]}},"\n",{"type":"span","key":"2","ref":null,"props":{"className":"line","children":[{"type":"span","key":"0","ref":null,"props":{"style":{"color":"#0550AE","--shiki-dark":"#569CD6"},"children":" -H"}},{"type":"span","key":"1","ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"Authorization: Token "}},{"type":"span","key":"2","ref":null,"props":{"style":{"color":"#1F2328","--shiki-dark":"#9CDCFE"},"children":"$API_TUKAN"}},{"type":"span","key":"3","ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":"\""}},{"type":"span","key":"4","ref":null,"props":{"style":{"color":"#CF222E","--shiki-dark":"#D7BA7D"},"children":" \\"}}]}},"\n",{"type":"span","key":"4","ref":null,"props":{"className":"line","children":[{"type":"span","key":"0","ref":null,"props":{"style":{"color":"#0550AE","--shiki-dark":"#569CD6"},"children":" -H"}},{"type":"span","key":"1","ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"Content-Type: application/json\""}},{"type":"span","key":"2","ref":null,"props":{"style":{"color":"#CF222E","--shiki-dark":"#D7BA7D"},"children":" \\"}}]}},"\n",{"type":"span","key":"6","ref":null,"props":{"className":"line","children":[{"type":"span","key":"0","ref":null,"props":{"style":{"color":"#0550AE","--shiki-dark":"#569CD6"},"children":" -d"}},{"type":"span","key":"1","ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" '{"}}]}},"\n",{"type":"span","key":"8","ref":null,"props":{"className":"line","children":{"type":"span","key":null,"ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"indicator_ids\": [1528],"}}}},"\n",{"type":"span","key":"10","ref":null,"props":{"className":"line","children":{"type":"span","key":null,"ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"geo_filter\": {"}}}},"\n",{"type":"span","key":"12","ref":null,"props":{"className":"line","children":{"type":"span","key":null,"ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"entity_type_id\": \"MUNICIPALITY\","}}}},"\n",{"type":"span","key":"14","ref":null,"props":{"className":"line","children":{"type":"span","key":null,"ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" \"within\": {\"entity_code\": \"16\", \"entity_type_id\": \"STATE\"}"}}}},"\n",{"type":"span","key":"16","ref":null,"props":{"className":"line","children":{"type":"span","key":null,"ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" }"}}}},"\n",{"type":"span","key":"18","ref":null,"props":{"className":"line","children":{"type":"span","key":null,"ref":null,"props":{"style":{"color":"#0A3069","--shiki-dark":"#CE9178"},"children":" }'"}}}},"\n"]}}}},"filename":"cURL"},{"dropdown":false,"language":"python","code":{"type":"pre","key":null,"ref":null,"props":{"className":"shiki shiki-themes github-light-default dark-plus","style":{"backgroundColor":"#ffffff","--shiki-dark-bg":"#0B0C0E","color":"#1f2328","--shiki-dark":"#D4D4D4"},"language":"python","children":{"type":"code","key":null,"ref":null,"props":{"language":"python","numberOfLines":"20","children":[{"type":"span","key":"0","ref":null,"props":{"className":"line","children":[{"type":"span","key":"0","ref":null,"props":{"style":{"color":"#CF222E","--shiki-dark":"#C586C0"},"children":"import"}},{"type":"span","key":"1","ref":null,"props":{"style":{"color":"#1F2328","--shiki-dark":"#D4D4D4"},"children":" 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