43:["$","title",null,{"children":"Data 360 World Bank API | Ariel Aizemberg | Observable"}] 4b:T4ba,{ let data = aq .from(gini_csv.filter((d) => d.iso3 === pais_sel)) .join(aq.from(gdp_csv.filter((d) => d.iso3 === pais_sel)), ["year", "year"]) .rename({ value_1: "gini" }) .rename({ value_2: "gdp" }) .select("year", "gini", "gdp") .orderby("year") // ← ordenar antes de pasar a Plot .objects(); return Plot.plot({ title: countries.filter((d) => d.id === pais_sel)[0].name, subtitle: "How rich is the country vs. how unequal is it?", marginLeft: 50, color: { legend: false, label: "Año", scheme: "blues" }, marks: [ Plot.circle(data, { x: "gini", y: "gdp", fill: "year", // color por año para ver la progresión r: 3, tip: true // tooltip al hover }), Plot.line(data, { x: "gini", y: "gdp", sort: "year", // orden de conexión stroke: "steelblue", strokeWidth: 2, curve: "cardinal" }), Plot.text(data, { x: "gini", y: "gdp", text: (d) => String(d.year), dy: -10, fontSize: 9, fill: "#555" }) ], x: { label: "GINI →" }, y: { label: "↑ GDP per capita (USD)" } }); }4c:[] 47:{"id":"352cf3e03cdfd367","slug":"explorando-la-api-del-world-bank","title":"Data 360 World Bank API","thumbnail":"23ccf6f2c0b76533b0850b4bfa980e0bfe3e060966d684facc0f08d555539fca","access_level":"public","create_time":"$D2026-03-06T18:23:26.433Z","update_time":"$D2026-10-07T14:15:13.945Z","view_time":null,"first_public_time":"$D2026-04-15T23:59:28.400Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"01e9dc629c9c51f6","login":"aaizemberg","name":"Ariel Aizemberg","avatar_url":"https://avatars-next.observableusercontent.com/ed6ddd5070826f572b9138f152d0a8186bfae935f311bbf11300e1fa71eae43c","tier":"starter_2024","bio":"Lic. en Ciencias de la Computación, DC, FCEyN, UBA.\nProfesor Asociado en el ITBA.","following":false},"version":831,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"c03f1f47fba01d23","login":"aaizemberg","name":"Ariel Aizemberg","avatar_url":"https://avatars-next.observableusercontent.com/ed6ddd5070826f572b9138f152d0a8186bfae935f311bbf11300e1fa71eae43c","tier":null,"bio":"Lic. en Ciencias de la Computación, DC, FCEyN, UBA.\nProfesor Asociado en el ITBA.","following":false},{"type":"individual","id":"9d1d695dbb467ca8","login":"obalfour","name":"Oliver Balfour","avatar_url":"https://avatars-next.observableusercontent.com/0de219f47bcee235e1b3eb50e4378136cf01c031e685417a939743e2d0039c3f","tier":null,"bio":"","following":false}],"members":[{"type":"team","id":"01e9dc629c9c51f6","login":"aaizemberg","name":"Ariel Aizemberg","avatar_url":"https://avatars-next.observableusercontent.com/ed6ddd5070826f572b9138f152d0a8186bfae935f311bbf11300e1fa71eae43c","tier":"starter_2024","role":"editor"},{"type":"individual","id":"c03f1f47fba01d23","login":"aaizemberg","name":"Ariel Aizemberg","avatar_url":"https://avatars-next.observableusercontent.com/ed6ddd5070826f572b9138f152d0a8186bfae935f311bbf11300e1fa71eae43c","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":1,"collection":null,"type":"notebook","body":{"titling":"auto","title":"Data 360 World Bank API","cells":[{"id":615,"value":"# Data 360 World Bank API\n\nhttps://data360.worldbank.org/en/api","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":588,"value":"

Motivación

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":611,"value":"## Connected Scatterplot\n\n* PosX: Q1\n* PosY: Q2\n* Line: Ordinal o Temporal\n* Mark: point, line & text.\n\nA *connected scatterplot* shows the relationship of 3 variables (two quantitative and one ordinal or temporal)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":157,"value":"# GINI & GDP","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":647,"value":"

Indicadores seleccionados

\n\n \n \n \n \n \n \n \n ${indicadores_seleccionados.map(d => htl.html`\n \n \n `)}\n \n

indicador	descripción
${d[\"indicador\"]}	${d[\"descripcion\"]}

Topics

\n\n \n \n \n \n \n \n \n \n ${topicos.map(d => htl.html`\n \n \n \n `)}\n \n

id	topic	sourceNote
${d[\"id\"]}	${d[\"value\"]}	${d[\"sourceNote\"]}

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":266,"value":"Hay ${indicator[0].total.toLocaleString('es-ar')} indicadores en la base de datos.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":17,"value":"// todos los indicadores disponibles\nindicator = d3.json(\n \"https://api.worldbank.org/v2/indicator?format=json&per_page=30000\"\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":279,"value":"Cada indicador puede pertenecer entre 0 y 5 tópicos","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":77,"value":"d3.extent(indicator[1].map((d) => d.topics.length))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":281,"value":"La gran mayoria, mas de 22k no tiene asignado un topico, luego ","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":60,"value":"// el array de topics tiene entre 0 y 5 topicos\n//\nPlot.plot({\n y: { type: \"sqrt\" },\n marks: [\n Plot.rectY(\n indicator[1].map((d) => d.topics.length),\n Plot.binX(\n { y: \"count\" },\n { x: (d) => d, thresholds: 8, tip: true, fill: \"steelblue\" }\n )\n )\n ]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":80,"value":"topics = d3\n .rollups(\n indicator[1]\n .filter((d) => d.topics.length == 1)\n .map((d) => ({ topic: d.topics[0].value })),\n (v) => v.length,\n (d) => d.topic\n )\n .map(([topic, count]) => ({ topic, count }))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":115,"value":"Plot.plot({\n title: \"Topic\",\n marginLeft: 170,\n marks: [\n Plot.barX(topics, {\n y: \"topic\",\n x: \"count\",\n fill: \"steelblue\",\n tip: true,\n sort: { y: \"x\", reverse: true }\n }),\n Plot.ruleX([0])\n ]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":32,"value":"// Por ej. \"SP.POP.TOTL\" --> Población total --> WB_WDI_SP_POP_TOTL\n// source.id = 2 --> WB_WDI\n// https://data360.worldbank.org/en/indicator/WB_WDI_SP_POP_TOTL\nindicator[1].filter((d) => d.id == \"SP.POP.TOTL\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":669,"value":"indicator[1].filter((d) => d.id == \"SI.POV.GINI\")[0].sourceNote","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":259,"value":"## paises y regiones ","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":533,"value":"countries = {\n let data = await d3.json(\n \"https://api.worldbank.org/v2/country?format=json&per_page=300\"\n );\n return data[1];\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":548,"value":"// paises con GINI y GDP\n//\ncountries_names_con_los_2_indicadores = [\n ...d3.intersection(\n new Set(gini_csv.map((d) => d.iso3)),\n new Set(gdp_csv.map((d) => d.iso3))\n )\n]\n .map((d) => ({\n iso3: d,\n name: countries.filter((d1) => d1.id === d)[0].name\n }))\n .sort((a, b) => d3.ascending(a.name, b.name))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":541,"value":"countries.map((d) => d.name)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":757,"value":"obesidad_WB_GS_SH_STA_OB18_ZS = {\n let data = await d3.csv(\n \"https://data360files.worldbank.org/data360-data/data/WB_GS/WB_GS_SH_STA_OB18_ZS.csv\",\n d3.autoType\n );\n return data.map((d) => ({\n iso3: d.REF_AREA,\n value: +d.OBS_VALUE,\n year: +d.TIME_PERIOD,\n sex: d.SEX\n })).filter(d => d.value > 0)\n}\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":761,"value":"obesidad_WB_HCP_OBESITY = {\n let data = await d3.csv(\n \"https://data360files.worldbank.org/data360-data/data/WB_HCP/WB_HCP_OBESITY.csv\",\n d3.autoType\n );\n return data.map((d) => ({\n iso3: d.REF_AREA,\n name: d.REF_AREA_LABEL,\n value: +d.OBS_VALUE,\n year: +d.TIME_PERIOD,\n sex: d.SEX\n })).filter(d => d.value > 0)\n}\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":763,"value":"d3.extent(obesidad_WB_HCP_OBESITY.map(d => d.year))","pinned":true,"hidden":false,"mode":"ts","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":762,"value":"obesidad_WB_GS_SH_STA_OB18_ZS","pinned":true,"hidden":false,"mode":"ts","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":361,"value":"gini_csv = {\n let data = await d3.csv(\n \"https://data360files.worldbank.org/data360-data/data/WB_WDI/WB_WDI_SI_POV_GINI.csv\",\n d3.autoType\n );\n return data.map((d) => ({\n iso3: d.REF_AREA,\n value: +d.OBS_VALUE,\n year: +d.TIME_PERIOD\n }));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":394,"value":"gdp_csv = {\n let data = await d3.csv(\n // \"https://data360files.worldbank.org/data360-data/data/WB_WDI/WB_WDI_NY_GDP_PCAP_CD.csv\",\n \"https://data360files.worldbank.org/data360-data/data/WB_WDI/WB_WDI_NY_GDP_PCAP_KD.csv\",\n d3.autoType\n );\n return data.map((d) => ({\n iso3: d.REF_AREA,\n value: Math.round(+d.OBS_VALUE),\n year: +d.TIME_PERIOD\n }));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":702,"value":"GDPExtentByCountry = d3\n .rollups(\n gdp_csv,\n (v) => d3.extent(v, (d) => Math.round(d.value)),\n (d) => d.iso3\n )\n .map(([a, b]) => ({\n iso3: a,\n name: countries.filter((d) => d.id === a)[0].name,\n min: b[0],\n max: b[1]\n }))\n .sort((a, b) => d3.ascending(a.max, b.max))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":715,"value":"Plot.plot({\n title: \"GDP per Capita Range by Country\",\n height: 2500,\n marginLeft: 300,\n // y: { domain: GDPExtentByCountry.map((d) => d.name) },\n marks: [\n Plot.link(GDPExtentByCountry, {\n y: \"name\",\n x1: \"min\",\n x2: \"max\",\n tip: true,\n markerStart: \"dot\",\n markerEnd: \"dot\"\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":337,"value":"sources = {\n const result = await d3.json(\n \"https://api.worldbank.org/v2/source?per_page=100&format=json\"\n );\n return result[1]\n .map(d3.autoType)\n .sort((a, b) => d3.descending(a.lastupdated, b.lastupdated));\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":333,"value":"indicators = {\n let request = await d3.json(\n \"https://api.worldbank.org/v2/indicator?source=2&format=json&per_page=1500\"\n );\n return request[1];\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":232,"value":"topicos = {\n const result = await d3.json(\n \"https://api.worldbank.org/v2/topic?format=json\"\n );\n return result[1].map(d3.autoType);\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":180,"value":"import { Wrangler, op } from \"@observablehq/data-wrangler\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":331,"value":"// ya le escribi solicitando que habiliten lo de CORS\n// d3.json(\"https://data360api.worldbank.org/data360/indicators?datasetId=WB_WDI\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":618,"value":"indicadores_seleccionados = [\n {\n indicador: \"Gini index\",\n url: \"https://data360.worldbank.org/en/indicator/WB_WDI_SI_POV_GINI\",\n descripcion: indicator[1].filter((d) => d.id == \"SI.POV.GINI\")[0].sourceNote\n },\n {\n indicador: \"GDP per capita (constant 2015 US$)\",\n url: \"https://data360.worldbank.org/en/indicator/WB_WDI_NY_GDP_PCAP_KD\",\n descripcion: indicator[1].filter((d) => d.id == \"NY.GDP.PCAP.KD\")[0]\n .sourceNote\n },\n {\n indicador: \"GDP per capita (current US$)\",\n url: \"https://data360.worldbank.org/en/indicator/WB_WDI_NY_GDP_PCAP_CD\",\n descripcion: indicator[1].filter((d) => d.id == \"NY.GDP.PCAP.CD\")[0]\n .sourceNote\n }\n]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":680,"value":"Plot.plot({\n title: \"GINI index (all countries)\",\n marks: [\n Plot.ruleY([0]),\n Plot.lineY(gini_csv, {\n x: \"year\",\n y: \"value\",\n sort: \"year\",\n z: \"iso3\",\n tip: true,\n strokeOpacity: 0.2\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":758,"value":"Plot.plot({\n title: \"Obesity (all countries)\",\n marks: [\n Plot.ruleY([0]),\n Plot.lineY(obesidad_WB_HCP_OBESITY.filter(d => d.sex == \"_T\"), {\n x: \"year\",\n y: \"value\",\n sort: \"year\",\n z: \"name\",\n tip: true,\n strokeOpacity: 0.2\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ts","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":759,"value":"// _T --> Total\nnew Set(obesidad_WB_HCP_OBESITY.map(d => d.sex))","pinned":true,"hidden":false,"mode":"ts","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":756,"value":"countries.filter((d) => d.id === \"ARG\")[0].name","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W4c","stdlib":"1"}} 42:null