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2f:{"id":"5a2cd4744aed0870","slug":"licencias-ambientales","title":"Licencias ambientales","thumbnail":"c45c4c816c7b2db82963672738aa7626cadc05519839e5666c800c8ae13195f7","access_level":"public","create_time":"$D2022-10-26T23:14:06.392Z","update_time":"$D2025-04-30T06:07:37.734Z","view_time":null,"first_public_time":"$D2022-10-26T23:14:06.392Z","fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"475974948549302f","login":"mauforonda","name":"Mauricio Foronda","avatar_url":"https://avatars-next.observableusercontent.com/4cc3af3b792916571df54649e193dbdbf80a875b4e37b1def6ecb0480c561075","tier":"starter_2024"},"version":441,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"018969b4abf63b07","login":"mauforonda","name":"Mau Foronda","avatar_url":"https://avatars-next.observableusercontent.com/513f52feadea4c57a52e2ab0f2fbdad66bf45a132acf7f9fbb19eb61e86e345f","tier":null}],"members":[{"type":"individual","id":"018969b4abf63b07","login":"mauforonda","name":"Mau Foronda","avatar_url":"https://avatars-next.observableusercontent.com/513f52feadea4c57a52e2ab0f2fbdad66bf45a132acf7f9fbb19eb61e86e345f","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":true,"trashed":false,"subscribed":null,"forks":1,"collection":{"id":"d9392cefad8a061b","slug":"datos-abiertos-del-gobierno-boliviano","title":"Datos abiertos en Bolivia","owner":{"id":"475974948549302f","login":"mauforonda","name":"Mauricio Foronda"}},"type":"notebook","body":{"title":"Licencias ambientales","cells":[{"id":0,"value":"# Licencias ambientales\n_A qué proyectos se otorgan licencias ambientales a nivel nacional?_\n\nBusca proyectos y descarga:\n\n- 📃 información de **proyectos**: nombre, empresa, sector\n- 🗺️ **ubicaciones** donde se desarrollan: departamento, provincia y municipio\n- y 📎 **documentos** que presentan al regulador: nombre, código, fecha de presentación y (_cuando es posible_) enlaces de descarga a PDFs 🔗","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":110,"value":"viewof query = Inputs.search(df, {format: d => `${d} proyectos`, placeholder: '🔍 Busca proyectos'})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":103,"value":"viewof resultados_proyectos = Inputs.table(query, {\n columns: ['sector', 'empresa', 'nombre_proyecto'],\n header: {sector: 'Sector', empresa: 'Empresa', nombre_proyecto: 'Proyecto'},\n width: {sector: 50, empresa: 200, nombre_proyecto: 300},\n multiple: true,\n value: query\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":166,"value":"viewof dummy_submit = Inputs.button(\"Consulta\", {value: null, reduce: ( ) => set(viewof submit, codigos)})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":266,"value":"{ \n if (submit) {\n return md`**\\nDescarga datos ⬇️**\\n en formato **csv**`\n } else {\n return md`☝️ Consulta proyectos y descarga datos relacionados`\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":220,"value":"{ \n if (submit) {\n let blob = new Blob([resultados_proyectos_aq.toCSV()], {type: \"text/csv\"})\n return DOM.download(blob, \"licencias_ambientales_proyectos.csv\", `Datos de ${submit.length} proyectos`)\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":191,"value":"{ \n if (resultados_ubicaciones.numRows() > 0) {\n let blob = new Blob([resultados_ubicaciones.toCSV()], {type: \"text/csv\"})\n return DOM.download(blob, \"licencias_ambientales_ubicaciones.csv\", `Datos de ${resultados_ubicaciones.numRows()} ubicaciones relacionadas`)\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":196,"value":"{ \n if (resultados_documentos.numRows() > 0) {\n let blob = new Blob([resultados_documentos.toCSV()], {type: \"text/csv\"})\n return DOM.download(blob, \"licencias_ambientales_documentos.csv\", `Datos de ${resultados_documentos.numRows()} documentos relacionados`)\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":312,"value":"{ \n if (submit) {\n return md`Cada tabla contiene dos columnas (proyecto_codigo y proyecto_tipo) que permiten relacionar datos entre ellas. Más documentación y el código que produce estos datos en [github](https://github.com/mauforonda/licencias_ambientales).\\n\\n **Dónde están estos proyectos?**`\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":396,"value":"{ \n if (resultados_ubicaciones.numRows() > 0) {\n return mapa(proyectos_en_codines)\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":402,"value":"{if (submit) {\n return htl.html`

Número de proyectos por municipio

`} else {\n return md``\n}}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":419,"value":"{ \n if (submit) {\n return md`**Cuántas licencias ambientales se otorgan por año?**`\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":418,"value":"{ \n if (resultados_ubicaciones.numRows() > 0) {\n return timeplot(doc_timeline, 'Declaratorias de adecuación ambientales otorgadas por año')\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":432,"value":"{ \n if (submit) {\n return md`**Documentos en línea**`\n } else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":431,"value":"viewof docsearch = { \n if (resultados_documentos.numRows() > 0) {\n return Inputs.search(doc_enlaces, {\n format: d => `${d} documentos en línea`,\n placeholder: 'Busca documentos'\n })} else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":430,"value":"viewof doctable = { \n if (resultados_documentos.numRows() > 0) {\n return Inputs.table(docsearch, {\n columns: ['empresa', 'proyecto', 'documento_nombre', 'fecha', 'enlace'],\n header: {empresa: 'Empresa', proyecto: 'Proyecto', documento_nombre: 'Documento', fecha: 'Fecha', enlace: 'Link'}, \n width: {empresa: 180, proyecto: 180, documento_nombre: 150, fecha: 50, enlace: 20},\n format: {\n empresa: d => html`${d.toLowerCase()}`,\n proyecto: d => html`${d.toLowerCase()}`,\n documento_nombre: d => html`${d}`,\n enlace: d => htl.html`📎`,\n },\n rows: 20\n })} else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":429,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":301,"value":"**Cómo llegaron estos datos acá?**\n\n- la _Dirección General de Medio Ambiente y Cambio Climático_ otorga licencias ambientales\n- que comunica en el [Sistema Nacional de Información Ambiental](http://snia.mmaya.gob.bo/web/licenciamiento.php)\n- de donde descargué mucha información el 26 de Octubre de 2022\n- que subí a un [repositorio en github](https://github.com/mauforonda/licencias_ambientales)\n- y que puedes consultar acá","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":395,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":3,"value":"import {DuckDBClient} from \"@cmudig/duckdb\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":94,"value":"import {aq, op} from \"@uwdata/arquero\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":7,"value":"db = DuckDBClient.of({'documentos': FileAttachment(\"documentos@2.parquet\"),\n 'proyectos': FileAttachment(\"proyectos@1.parquet\"),\n 'ubicaciones': FileAttachment(\"ubicaciones@1.parquet\")})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":102,"value":"df = {\n const table = await db.query(`select * from proyectos`)\n return aq.from(table.toArray())\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":124,"value":"codigos = resultados_proyectos.map(d => d.proyecto_codigo)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":173,"value":"function set(input, value) {\n input.value = value;\n input.dispatchEvent(new Event(\"input\", {bubbles: true}));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":168,"value":"viewof submit = {const element = htl.html`

`;\n element.value = null;\n return element;}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":394,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":216,"value":"resultados_proyectos_aq = aq.from(resultados_proyectos)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":129,"value":"resultados_ubicaciones = {\n const r = await db.query(`select * from ubicaciones where proyecto_codigo in (${submit})`)\n return aq.from(r.toArray())\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":183,"value":"resultados_documentos = {\n const r = await db.query(`select * from documentos where proyecto_codigo in (${submit})`)\n return aq.from(r.toArray())\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":321,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":392,"value":"import {Choropleth} from \"@d3/choropleth\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":391,"value":"topo = FileAttachment(\"bolivia.json\").json()","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":390,"value":"municipios = topojson.feature(topo, topo.objects.data)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":389,"value":"codines = FileAttachment(\"codines.json\").json()","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":388,"value":"proyectos_en_codines = {\n if (resultados_ubicaciones.numRows() > 0){\n return resultados_ubicaciones.\n derive({'codine': aq.escape(d => codines[`${d.departamento} ${d.municipio}`])}).\n filter(d => d.codine).\n groupby('codine').\n rollup({\n proyectos: op.count(),\n departamento: op.any('departamento'),\n municipio: op.any('municipio')\n })}\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":387,"value":"codine2proyectos = {\n if (resultados_ubicaciones.numRows() > 0){\n return proyectos_en_codines.objects().reduce((x, d) => ({ ...x, [d.codine]:{proyectos: d.proyectos, departamento: d.departamento, municipio: d.municipio}}), {})}\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":386,"value":"mapa = (mapdata) => {\n if (resultados_ubicaciones.numRows() > 0) {\n return Choropleth(mapdata, {\n id: d => d.codine,\n value: d => d.proyectos,\n title: d => `${codine2proyectos[d.id] ? codine2proyectos[d.id].proyectos + ' proyectos en ' + codine2proyectos[d.id].municipio + ', ' + codine2proyectos[d.id].departamento : ''}`,\n features: municipios,\n borders: municipios,\n projection: d3.geoMercator().center([-45, -22.5]).scale([1000]),\n width: width > 700 ? 500 : 300,\n height: 270,\n unknown: \"#f7f8fa\",\n range: ['#d3dcde', '#587c85', '#386773'],\n scale: d3.scaleSequential,\n stroke: '#717275',\n strokeOpacity: .3,\n strokeWidth: .45,\n fill: 'white'\n })} else {\n return md``\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":385,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":326,"value":"palette = ({\n background: \"#f8f9f9\",\n lines: '#717275', \n blue: \"#357ff2\", \n blue2: \"#bad3fc\", \n lightblue: \"#e9f8fc\",\n darkblue: \"#566075\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":323,"value":"","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":415,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":414,"value":"doc_timeline = {\n if (resultados_documentos.numRows() > 0){\n return resultados_documentos.\n filter(aq.escape(d => d.documento_nombre == 'Declaratoria de Adecuación Ambiental')).\n derive({year: d => op.year(d.fecha)}).\n groupby('year').\n rollup({'documentos': op.count()}).\n orderby('year')}\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":413,"value":"timeplot = (data, caption) => {\n return Plot.plot({\n width: width,\n caption: md`*${caption}*`,\n style: {\n color:palette.lines\n },\n x: {\n label:null,\n tickFormat: d3.format('.0f'),\n tickSize: 0\n },\n y: {\n label:null,\n tickSize: 0,\n grid: true\n },\n marks: [\n Plot.barY(data, {\n x: 'year',\n y: 'documentos',\n title: d => `${d.documentos} en ${d.year}`,\n fill: '#98aeb3',\n strokeWidth: 0,\n }),\n ]\n })\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":426,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":425,"value":"doc_enlaces = {\n if (resultados_documentos.numRows() > 0){\n const proyectos_nombres = resultados_proyectos_aq.objects().reduce((x, d) => ({ ...x, [d.proyecto_codigo]:{proyecto: d.nombre_proyecto, empresa: d.empresa}}), {})\n return resultados_documentos.\n filter(d => d.enlace).\n derive({\n proyecto: aq.escape(d => proyectos_nombres[d.proyecto_codigo].proyecto),\n empresa: aq.escape(d => proyectos_nombres[d.proyecto_codigo].empresa)}).\n orderby(aq.desc('fecha'))\n }}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"}],"files":"$W31","stdlib":"1","titling":"auto"}} 30:"$2f:body"