2e:null 2f:["$","title",null,{"children":"Lenguas nativas de Colombia | Sergio Rodríguez Gómez | Observable"}] 34:T524,{ const topo = await FileAttachment("ColombiaTopo.json").json(); const objName = Object.keys(topo.objects)[0]; const geo = topojson.feature(topo, topo.objects[objName]).features; const grouped = {}; for (let d of lenguas) { const normalized = removeTildes(d.departamento); if (grouped[normalized] === undefined) { grouped[normalized] = {hablantes: 0, habitantes: 0}; } grouped[normalized].hablantes += d.hablantes; grouped[normalized].habitantes += d.habitantes; } const groupedArray = []; for (let [departamento, value] of Object.entries(grouped)) { const {hablantes, habitantes} = value; groupedArray.push({departamento, hablantes, habitantes, relacion: (hablantes / habitantes) * 100 }) } for (let feature of geo) { const depto = feature.properties.NOMBRE_DPT; const found = groupedArray.find(d => d.departamento === depto); let value = found !== undefined ? found : {hablantes: 0, habitantes: 0, relacion: 0}; feature.properties = {...feature.properties, ...value}; } return Plot.plot({ width: 500, height: 600, projection: { type: "mercator", domain: colombiaGeo }, color: {legend: true, range: ["#777DA7", "#D5573B"] }, marks: [ Plot.geo(geo, { fill: d => d.properties.hablantes, stroke: "none" }) ] }); }35:T8b5,simpleHexChoropleth = (geo, { width = 700, height = 600, r = 12, valueProp = null } = {}) => { const proj = d3.geoMercator().fitSize([width, height], geo); const path = d3.geoPath(proj); const dx = Math.sqrt(3) * r; // horizontal step const dy = 1.5 * r; // vertical step const cols = Math.ceil(width / dx) + 2; const rows = Math.ceil(height / dy) + 2; // helper: compute hexagon polygon string centered at 0,0 for radius r function hexPolygonPath(r) { const pts = []; for (let i = 0; i < 6; i++) { const a = (Math.PI / 180) * (60 * i - 30); pts.push([r * Math.cos(a), r * Math.sin(a)]); } return pts.map((p, i) => (i === 0 ? `M ${p[0]} ${p[1]}` : `L ${p[0]} ${p[1]}`)).join(" ") + " Z"; } const hexPathRel = hexPolygonPath(r); // Sample each cell center, map to a feature/value const cells = []; for (let row = -1; row <= rows; row++) { for (let col = -1; col <= cols; col++) { const cx = col * dx + (row % 2 ? dx / 2 : 0); const cy = row * dy; if (cx < -dx || cx > width + dx || cy < -dy || cy > height + dy) continue; const lonlat = proj.invert([cx, cy]); // [lon, lat], may be undefined outside projection if (!lonlat) continue; // find feature containing this center (linear search; fine for moderate grids) const feat = geo.features.find(f => d3.geoContains(f, lonlat)); const value = feat ? (valueProp ? +feat.properties[valueProp] : 1) : null; if (value !== null) { cells.push({ x: cx, y: cy, feat, value }); } } } const numeric = cells.map(c => c.value).filter(v => Number.isFinite(v)); const color = d3.scaleLinear().domain(d3.extent(numeric)).range(["#777DA7", "#D5573B"]); const svg = d3.create("svg").attr("width", width).attr("height", height); // group for hexes const g = svg.append("g"); g.selectAll("path") .data(cells) .join("path") .attr("d", () => hexPathRel) // relative hex around origin .attr("transform", d => `translate(${d.x},${d.y})`) .attr("fill", d => color(d.value)) .attr("stroke", d => color(d.value)) .attr("stroke-width", 0.2) .attr("opacity", d => d.feat ? 1 : 0.25); return svg.node(); };36:T869,simpleSquareChoropleth = (geo, { width = 700, height = 600, r = 12, valueProp = null } = {}) => { // r: same as before; square side will be size = r * 2 if (!geo || !geo.features) throw new Error("pass a FeatureCollection as `geo`"); const proj = d3.geoMercator().fitSize([width, height], geo); const path = d3.geoPath(proj); const size = r * 2; // square side length in screen pixels const dx = size; // horizontal step const dy = size; // vertical step const cols = Math.ceil(width / dx) + 2; const rows = Math.ceil(height / dy) + 2; // Sample each cell center, map to a feature/value const cells = []; for (let row = -1; row <= rows; row++) { for (let col = -1; col <= cols; col++) { const cx = col * dx + dx / 2; const cy = row * dy + dy / 2; if (cx < -dx || cx > width + dx || cy < -dy || cy > height + dy) continue; const lonlat = proj.invert([cx, cy]); // [lon, lat], may be undefined outside projection if (!lonlat) continue; // find feature containing this center (linear search; OK for modest grids) const feat = geo.features.find(f => d3.geoContains(f, lonlat)); const value = feat ? (valueProp ? +feat.properties[valueProp] : 1) : null; if (value !== null) { cells.push({ x: cx, y: cy, feat, value }); } } } const numeric = cells.map(c => c.value).filter(v => Number.isFinite(v)); const color = d3.scaleLinear().domain(d3.extent(numeric)).range(["#777DA7", "#D5573B"]); const svg = d3.create("svg").attr("width", width).attr("height", height); // draw squares const g = svg.append("g"); g.selectAll("rect") .data(cells) .join("rect") .attr("x", d => d.x - size / 2) .attr("y", d => d.y - size / 2) .attr("width", size) .attr("height", size) .attr("fill", d => color(d.value)) .attr("stroke", d => color(d.value)) .attr("stroke-width", 0.2) .attr("opacity", 1); svg.append("path") .attr("d", path(geo)) .attr("fill", "none") .attr("stroke", "#999") .attr("stroke-width", 0.6) .attr("opacity", 0.9); return svg.node(); };37:Ta76,simpleHexChoroplethMerged = (geo, { width = 700, height = 600, r = 12, valueProp = null } = {}) => { const proj = d3.geoMercator().fitSize([width, height], geo); const path = d3.geoPath(proj); const dx = Math.sqrt(3) * r; // horizontal step const dy = 1.5 * r; // vertical step const cols = Math.ceil(width / dx) + 2; const rows = Math.ceil(height / dy) + 2; // helper: hex vertices centered at 0,0 for radius r const hexVerts = []; for (let i = 0; i < 6; i++) { const a = (Math.PI / 180) * (60 * i - 30); hexVerts.push([r * Math.cos(a), r * Math.sin(a)]); } // Sample each cell center, map to a feature/value const cells = []; for (let row = -1; row <= rows; row++) { for (let col = -1; col <= cols; col++) { const cx = col * dx + (row % 2 ? dx / 2 : 0); const cy = row * dy; if (cx < -dx || cx > width + dx || cy < -dy || cy > height + dy) continue; const lonlat = proj.invert([cx, cy]); // [lon, lat], may be undefined outside projection if (!lonlat) continue; // find feature containing this center (linear search; fine for moderate grids) const feat = geo.features.find(f => d3.geoContains(f, lonlat)); const value = feat ? (valueProp ? +feat.properties[valueProp] : 1) : null; if (value !== null) { cells.push({ x: cx, y: cy, feat, value }); } } } const numeric = cells.map(c => c.value).filter(v => Number.isFinite(v)); const color = d3.scaleLinear().domain(d3.extent(numeric)).range(["#777DA7", "#D5573B"]); const svg = d3.create("svg").attr("width", width).attr("height", height); // group hexes by their fill color and create one path per color (each path contains many subpaths) const groups = new Map(); // color -> array of cells for (const c of cells) { const col = color(c.value); if (!groups.has(col)) groups.set(col, []); groups.get(col).push(c); } const g = svg.append("g"); for (const [col, groupCells] of groups.entries()) { // build one path string by concatenating each hex's path (as an independent subpath) const dParts = groupCells.map(cell => { const [x, y] = [cell.x, cell.y]; // move to first vertex const v0 = hexVerts[0]; let s = `M ${x + v0[0]} ${y + v0[1]}`; for (let i = 1; i < hexVerts.length; i++) { const v = hexVerts[i]; s += ` L ${x + v[0]} ${y + v[1]}`; } s += " Z"; return s; }); const d = dParts.join(" "); g.append("path") .attr("d", d) .attr("fill", col) .attr("stroke", col) .attr("stroke-width", 0.2) .attr("opacity", 1); } return svg.node(); 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32:{"id":"3889d8a11805ee33","slug":"lenguas-nativas-de-colombia","title":"Lenguas nativas de Colombia","thumbnail":"8e41a054c96de9689fac5d04a4a5bc41e6899eb6a90b5987e417f6e1cdb00677","access_level":"public","create_time":"$D2024-07-25T19:16:29.461Z","update_time":"$D2026-03-04T21:47:24.451Z","view_time":null,"first_public_time":"$D2024-07-25T19:36:01.823Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"305bf5080ae4580a","login":"srsergiorodriguez","name":"Sergio Rodríguez Gómez","avatar_url":"https://avatars-next.observableusercontent.com/6326606b0640f2597b352da73f7c073f29b44d4060f66cc47c575dd937903b31","tier":"starter_2024"},"version":457,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"7d80462b6b41d223","login":"srsergiorodriguez","name":"Sergio Rodríguez 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Colombia","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":5,"value":"lenguas = FileAttachment(\"dataset_lenguas_nativas.csv\").csv({typed: true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":12,"value":"Plot.plot({\n marginLeft: 150,\n marks: [\n Plot.barX(lenguas, {fill: \"green\", x: \"hablantes\", y: \"nombre\", sort: {y: \"x\", reverse: true, limit: 10}}),\n Plot.ruleX([0])\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":37,"value":"Plot.plot({\n axis: null,\n margin: 20,\n marginRight: 120,\n width,\n height: 200,\n marks: [\n Plot.tree(lenguas, {path: \"jerarquia\", delimiter: \".\", fx: \"familia_linguistica\"})\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":46,"value":"circulos = Pack(lenguas, {\n path: (d) => d.jerarquia.replaceAll(\".\", \"/\"), // e.g. flare/animate/Easing\n label: (d) => d.jerarquia.split(\".\").pop(), // display text\n value: (d) => d?.hablantes, // area of each circle\n title: (d, n) => [n.id, n.value.toLocaleString()].join(\"\\n\"), // hover text\n width: 600,\n height: 600,\n fill: \"#94C9A9\",\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":69,"value":"chernoff(lenguas)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":73,"value":"mapaBurbujas(lenguas, {escala: \"lineal\", proyeccion: \"mercator\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":84,"value":"deptos = FileAttachment(\"deptos.json\").json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":207,"value":"colombiaGeo = FileAttachment(\"Colombia.geo.json\").json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":86,"value":"{\n const ancho = 500;\n const alto = 500;\n\n const miLienzo = d3.create(\"svg\").attr(\"width\", ancho).attr(\"height\", alto);\n\n const proyeccion = d3.geoMercator().fitSize([ancho, alto], colombiaGeo);\n const generadorPathGeografico = d3.geoPath(proyeccion);\n\n const g = miLienzo.append(\"g\");\n\n // Draw the map\n g.selectAll(\"path\")\n .data(colombiaGeo.features)\n .join(\"path\")\n .attr(\"d\", d => generadorPathGeografico(d))\n .attr(\"fill\", \"gray\")\n .attr(\"stroke\", \"black\")\n \n return miLienzo.node();\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":147,"value":"Plot.plot({\n projection: { type: \"mercator\", domain: colombiaGeo },\n color: {legend: true, range: [\"#777DA7\", \"#D5573B\"]},\n width: 600,\n height: 700,\n marks: [\n Plot.geo(colombiaGeo, {fill: d => d.properties.hablantes}),\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":283,"value":"{\n const grouped = {};\n\n for (let d of lenguas) {\n const normalized = removeTildes(d.departamento);\n if (grouped[normalized] === undefined) {\n grouped[normalized] = {hablantes: 0, habitantes: 0};\n }\n grouped[normalized].hablantes += d.hablantes;\n grouped[normalized].habitantes += d.habitantes;\n }\n\n const groupedArray = [];\n for (let [departamento, value] of Object.entries(grouped)) {\n const {hablantes, habitantes} = value;\n groupedArray.push({departamento, hablantes, habitantes, relacion: (hablantes / habitantes) * 100 })\n }\n \n for (let feature of colombiaGeo.features) {\n const depto = feature.properties.NOMBRE_DPT;\n const found = groupedArray.find(d => d.departamento === depto);\n let value = found !== undefined ? found : {hablantes: 0, habitantes: 0, relacion: 0};\n feature.properties = {...feature.properties, ...value};\n }\n\n return colombiaGeo\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":215,"value":"$34","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":256,"value":"$35","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":239,"value":"simpleHexChoropleth(colombiaGeo, { width: 600, height: 600, r: 10, valueProp: \"hablantes\" });","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":403,"value":"$36","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":405,"value":"simpleSquareChoropleth(colombiaGeo, { width: 600, height: 600, r: 10, valueProp: \"hablantes\" });","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":418,"value":"$37","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":420,"value":"simpleHexChoroplethMerged(colombiaGeo, { width: 600, height: 600, r: 10, valueProp: \"hablantes\" });","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":384,"value":"// https://coolors.co/d5573b-885053-777da7-94c9a9-c6ecae","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":454,"value":"simpleHexChoropleth(datosAnadidos, { width: 600, height: 600, r: 10, valueProp: \"visitantes\" });","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":389,"value":"## Helpers","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":292,"value":"function removeTildes(str) {\n const map = {\n 'á': 'a', 'é': 'e', 'í': 'i', 'ó': 'o', 'ú': 'u',\n 'Á': 'A', 'É': 'E', 'Í': 'I', 'Ó': 'O', 'Ú': 'U',\n 'ü': 'u', 'Ü': 'U'\n };\n return str.replace(/[áéíóúÁÉÍÓÚüÜ]/g, match => map[match] || match);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":47,"value":"import {Pack} from \"@d3/pack\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":63,"value":"import {chernoff} from \"@srsergiorodriguez/utilidades\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":71,"value":"import {mapaBurbujas} from \"@srsergiorodriguez/utilidades\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":423,"value":"mexicoGeo = FileAttachment(\"mexico.geo.json\").json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":424,"value":"datosAnadidos = {\n const newData = JSON.parse(JSON.stringify(mexicoGeo));\n\n for (let estado of newData.features) {\n estado.properties.rnd = Math.random() * 100;\n const found = inah_visitantes_museos_general.find(d => d.estado === estado.properties.name);\n const keysToExclude = ['anio', 'estado', 'clave_siinah', 'recinto'];\n\n let visitantes = 0;\n if (found) {\n const filteredObject = Object.fromEntries(\n Object.entries(found).filter(([key]) => !keysToExclude.includes(key))\n );\n visitantes = Object.values(filteredObject).reduce((a, c) => a + c, 0);\n }\n estado.properties.visitantes = visitantes;\n }\n\n return newData\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":426,"value":"Plot.plot({\n projection: { type: \"mercator\", domain: mexicoGeo },\n fill: {type: \"log\"},\n color: {legend: true, range: [\"#777DA7\", \"#D5573B\"]},\n width: 600,\n height: 700,\n marks: [\n Plot.geo(datosAnadidos, {fill: \"visitantes\"}),\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":445,"value":"d3.extent(datosAnadidos.features, d => d.properties.visitantes)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":432,"value":"inah_visitantes_museos_general = await FileAttachment(\"INAH_visitantes_museos_general.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"inah_visitantes_museos_general","database":"$undefined"}],"files":"$W38","stdlib":"1","titling":"auto"}} 33:"$32:body"