27:null 28:["$","title",null,{"children":"Análisis de Redes Sociales (SNA) en ECA: Estudios Centroamericano (1965-2008) | Kevin Gutierrez | Observable"}] 2d:T733,

La revista ECA: Estudios Centroamericanos, fundada en 1946 por la Compañía de Jesús y vinculada desde 1965 a la Universidad Cetroamericana José Simeón Cañas (UCA), constituye una de las publicaciones académicas de mayor continuidad y densidad intelectual en la historia reciente de Centroamérica y El Salvador.

Este artículo propone una aproximación interdisciplinaria a su trayectoria, articulada en dos líneas complementarias: una histórica, que reconstruye el origen, la evolución editorial y el sentido crítico de la revista en el contexto salvadoreño y centroamericano; y otra bibliométrica, que examina su producción, impacto citacional, presencia autoral y comportamiento editorial a lo largo del tiempo. A partir de este análisis descriptivo, se busca demostrar, mediante el método bibliométrico, que la voz de autores como los padres jesuitas y autores vinculados a la tradición de los mártires de la UCA continúa teniendo incidencia, vigencia e impacto dentro del debate académico contemporáneo.

En ese sentido, el análisis no solo examina su presencia autoral en la producción científica, sino también la persistencia de su pensamiento en la comprensión de la realidad social centroamericana y en la construcción de una reflexión crítica comprometida con la transformación social.

Cite este Notebook usando la siguiente referencia: Hernández Gutierrez, K. A.; Alhual-Quispe, J. (2026). Análisis de Redes Sociales (SNA) en ECA: Estudios Centroamericano (1965-2008) [Cuaderno de código]. Observable. https://old.observablehq.com/d/58068389f15864c3

2e:T888,

Línea de tiempo de liderazgo editorial en ECA: Estudios Centroamericanos 1946-2025

En 1946, concretamente en el mes de febrero, [...] se fundó ECA. Dicha publicación se realizó por iniciativa de la Compañía de Jesús de Centroamérica en sustitución de la revista Externado, iniciativa que tuvo pie por el Padre M. Landarech. De acuerdo con el primer número de ECA, se pretendía hacer análisis de la realidad del istmo centroamericano (Chanta Martínez 2023, p. 27). ECA tuvo su origen institucional bajo el Externado San José, el colegio jesuita que antecedió a la fundación de la UCA hasta 1965, antes de transferirse a la universidad como hoy se conoce. Durante buena parte de su historia, la revista mantuvo una periodicidad mensual y no es hasta la nueva era de la revista posterior al 2008 que llegó a ser trimestral. El enfoque de la revista de ese entonces era la de una extensión cultural más que una fuente de incidencia social o referente del pensamiento crítico salvadoreño. (R. Cardenal, comunicación personal, 25 de junio del 2026).

La dirección de la revista durante el periodo de mayor intensidad crítica fue ejercida de forma conjunta por miembros de la comunidad jesuita de la UCA. Según consta en el Archivo Histórico del Conflicto Armado Salvadoreño (AHCAS, s. f.), Ignacio Martín-Baró dirigió ECA entre 1975 y 1976, e Ignacio Ellacuría asume la dirección inmediatamente después, entre 1976 y 1989, periodo que coincide con el atentado que sufrió. Mientras que Segundo Montes se desempeñó como jefe de redacción del comité que dirigió la revista en ese periodo. Posteriormente a este periodo de tiempo, es Rodolfo Cardenal, quien asume el liderazgo de ECA a partir de 1989 en ausencia de los padres jesuitas hasta el año 2008.

2f:Tf9b,{ const Plot = await require("@observablehq/plot"); const timeline = [ { year: 1946, y: 67, title: "Fundación ECA\nAlfonso M. Landarech", figure: "https://i.postimg.cc/CxDz2PWP/Captura-de-pantalla-2026-09-07-a-la(s)-9-25-42-p-m.png", desc: "Inicio de la publicación de Estudios Centroamericanos (ECA)." }, { year: 1965, y: 67, title: "Compañía de Jesús", figure: "https://i.postimg.cc/1zsZQdtp/OIP-(1).webp", desc: "ECA se suma a la Compañía de Jesús a través de la UCA." }, { year: 1969, y: 67, title: "Sebastián Mantilla", figure: "https://static.vecteezy.com/system/resources/previews/052/982/028/non_2x/priest-icon-editable-stroke-linear-style-sign-for-use-web-design-logo-symbol-illustration-vector.jpg", desc: "Director de ECA entre 1969-¿1970/71?" }, { year: 1975, y: 67, title: "Segundo Montes\nJefe redac.", figure: "https://alchetron.com/cdn/segundo-montes-f60482c9-7bbc-40ed-9917-32ed121ab3e-resize-750.jpeg", desc: "Segundo Montes: Jefe de redacción." }, { year: 1980, y: 67, title: "Martín-Baró /\nEllacuría", figure: "https://i.postimg.cc/k4jCwy7p/Captura-de-pantalla-2026-09-02-a-la(s)-3-33-08-p-m.png", desc: "Ignacio Martín-Baró (1975–1976) e Ignacio Ellacuría (1976–1989)." }, { year: 1989, y: 70, title: "Rodolfo Cardenal", figure: "https://www.elsalvadornow.org/wp-content/uploads/2024/01/315841809_191639716718692_8217463839365457180_n-jpg-webp.webp", desc: "Rodolfo Cardenal asume el liderazgo de ECA (1989–2008)." }, { year: 2008, y: 70, title: "Mauricio Gaborit", figure: "https://i.postimg.cc/8k9Q5ccc/mauricio-gaborit-mug.jpg", desc: "Mauricio Gaborit lidera la revista (2008–2010)." }, { year: 2015, y: 70, title: "Carlos Ferrufino", figure: "https://i.postimg.cc/8kM9C3SM/file.jpg", desc: "Carlos Ferrufino dirige ECA desde 2010 hasta la fecha." } ]; const svg = Plot.plot({ height: 340, width: 1400, marginBottom: 90, marginLeft: 30, x: { inset: 50, label: "Línea del tiempo →", tickFormat: d => d, domain: [1940, 2026] }, y: { insetTop: 85, grid: true, label: "↑ Trayectoria de liderazgo editorial", domain: [45, 100], ticks: [] }, marks: [ // Línea base Plot.line(timeline, {x: "year", y: "y", stroke: "#ccc", strokeWidth: 3, strokeDasharray: "6,5"}), // Destacar periodos Plot.rectX( [ {x1: 1965, x2: 2008, y: 45, y2: 100, color: "#FED7AA"}, {x1: 2009, x2: 2026, y: 45, y2: 100, color: "#BBF7D0"} ], {x1: "x1", x2: "x2", y: "y", y2: "y2", fill: "color", stroke: "none"} ), // Líneas verticales Plot.ruleY([45, 100], {x: 1965, stroke: "#f97316", strokeWidth: 3, strokeDasharray: "4,4"}), Plot.ruleY([45, 100], {x: 2008, stroke: "#f97316", strokeWidth: 3, strokeDasharray: "4,4"}), // AÑOS ARRIBA de las imágenes Plot.text(timeline, { x: "year", y: d => d.y - 52, text: d => `${d.year}`, textAnchor: "middle", fontSize: 12, fontWeight: "700", fill: "#374151" }), // Imágenes de los nodos Plot.image(timeline, { x: "year", y: "y", src: "figure", r: 45, preserveAspectRatio: "xMidYMid slice", title: d => `${d.title}\n${d.desc}\n${d.year}` }), // Títulos ABAJO de las imágenes (con más espacio) Plot.text(timeline, { x: "year", y: d => d.y + 50, text: "title", textAnchor: "middle", fontSize: 12, fontWeight: "600", fill: "#1f2937", lineWidth: 5, lineHeight: 1.25 }) ] }); return svg; }30:T2735,chartNetwork = { const MAX_AUTHORS = Infinity; const MAX_ARTICLES = Infinity; const TOP_LABELED_AUTHORS = 20; const COMPACT = 0.1; const center = { id: "eca", name: "ECA: Estudios Centroamericanos", group: 0 }; const authorsMap = new Map(); const articlesMap = new Map(); const links = []; /* Usa todos los trabajos disponibles mediante filteredWorks. No usa selectedRegions ni depende de filtros regionales. */ for (const w of filteredWorks) { const articleId = w.id; if (!articleId) continue; if (!articlesMap.has(articleId)) { articlesMap.set(articleId, { id: articleId, name: w.title || "Artículo sin título", group: 2, year: w.year || "" }); } const authorList = Array.isArray(w.authorsList) ? w.authorsList : []; for (const authorName of authorList) { if (!authorName) continue; const authorId = `author:${authorName}`; if (!authorsMap.has(authorId)) { authorsMap.set(authorId, { id: authorId, name: authorName, group: 1, degree: 0 }); } authorsMap.get(authorId).degree += 1; links.push({ source: authorId, target: articleId }); } links.push({ source: "eca", target: articleId }); } const authors = [...authorsMap.values()] .sort((a, b) => b.degree - a.degree) .slice(0, MAX_AUTHORS); const articles = [...articlesMap.values()] .slice(0, MAX_ARTICLES); const nodes = [ center, ...authors, ...articles ]; center.fx = 0; center.fy = 0; const allowed = new Set(nodes.map(d => d.id)); const filteredLinks = links.filter(d => allowed.has(d.source) && allowed.has(d.target) ); const TWO_PI = Math.PI * 2; const authorRadius = Math.max( 140, Math.round((authors.length * 16) / TWO_PI * COMPACT) ); const articleRadius = Math.max( 260, Math.round((articles.length * 8) / TWO_PI * COMPACT) ); const width = 1600; const height = 1600; const svg = d3.create("svg") .attr("width", width) .attr("height", height) .attr( "style", "max-width:100%;height:auto;background:white;font:12px sans-serif;" ); const g = svg.append("g"); svg.call( d3.zoom() .scaleExtent([0.15, 8]) .on("zoom", event => { g.attr("transform", event.transform); }) ); const simulation = d3.forceSimulation(nodes) .force( "link", d3.forceLink(filteredLinks) .id(d => d.id) .distance(d => { const isHub = d.source.id === "eca" || d.target.id === "eca"; return isHub ? articleRadius * 0.9 : 30; }) .strength(d => { const isHub = d.source.id === "eca" || d.target.id === "eca"; return isHub ? 0.08 : 0.6; }) ) .force( "charge", d3.forceManyBody() .strength(d => { if (d.group === 0) return -2000; if (d.group === 1) return -160; return -25; }) .distanceMax(500) ) .force( "center", d3.forceCenter(0, 0) ) .force( "collision", d3.forceCollide() .radius(d => { if (d.group === 0) return 20; if (d.group === 1) return 9; return 5; }) .iterations(2) ) .force( "radial", d3.forceRadial( d => { if (d.group === 1) return authorRadius; if (d.group === 2) return articleRadius; return 0; }, 0, 0 ).strength(0.6) ); simulation.tick(400); simulation.stop(); const link = g.append("g") .attr("stroke", "#CFCFCF") .attr("stroke-opacity", 0.2) .selectAll("line") .data(filteredLinks) .join("line") .attr("stroke-width", 0.5); d3.selectAll(".eca-graph-tooltip").remove(); const tooltip = d3.select(document.body) .append("div") .attr("class", "eca-graph-tooltip") .style("position", "absolute") .style("z-index", "9999") .style("pointer-events", "none") .style("background", "rgba(0, 0, 0, 0.84)") .style("color", "white") .style("padding", "8px 10px") .style("border-radius", "6px") .style("font-size", "12px") .style("line-height", "1.4") .style("max-width", "300px") .style("opacity", 0); const node = g.append("g") .selectAll("circle") .data(nodes) .join("circle") .attr("r", d => { if (d.group === 0) return 14; if (d.group === 1) return 5; return 3; }) .attr("fill", d => { if (d.group === 0) return "#1F77B4"; if (d.group === 1) return "#FF8C1A"; return "#2CA02C"; }) .attr("stroke", "#FFFFFF") .attr("stroke-width", 1.1) .on("mouseover", function(event, d) { const type = d.group === 0 ? "Revista" : d.group === 1 ? "Autor o autora" : "Artículo"; const publicationInfo = d.group === 1 ? `
Publicaciones: ${d.degree || 0}` : ""; const yearInfo = d.year ? `
Año: ${d.year}` : ""; tooltip .style("opacity", 1) .html( `${d.name}` + `
Tipo: ${type}` + publicationInfo + yearInfo ); }) .on("mousemove", function(event) { tooltip .style("left", `${event.pageX + 12}px`) .style("top", `${event.pageY + 12}px`); }) .on("mouseout", function() { tooltip.style("opacity", 0); }); const labeledNodes = [ center, ...authors.slice(0, TOP_LABELED_AUTHORS) ]; const labels = g.append("g") .selectAll("text") .data(labeledNodes) .join("text") .attr("font-size", d => d.group === 0 ? 13 : 10) .attr("font-weight", d => d.group === 0 ? "bold" : "normal") .attr("fill", "#333") .attr("pointer-events", "none") .text(d => { if (d.group === 0) return d.name; return `${d.name} (${d.degree})`; }); const reduceMotion = window.matchMedia && window.matchMedia("(prefers-reduced-motion: reduce)").matches; for (const d of nodes) { if (d.group === 0 || reduceMotion) { d._ampX = 0; d._ampY = 0; d._phaseX = 0; d._phaseY = 0; d._speed = 0; } else { const amp = d.group === 1 ? 5 + Math.random() * 4 : 2 + Math.random() * 3; d._ampX = amp; d._ampY = amp; d._phaseX = Math.random() * TWO_PI; d._phaseY = Math.random() * TWO_PI; d._speed = 0.0006 + Math.random() * 0.0006; } d._dx = d.x; d._dy = d.y; } function applyPositions() { link .attr("x1", d => d.source._dx) .attr("y1", d => d.source._dy) .attr("x2", d => d.target._dx) .attr("y2", d => d.target._dy); node .attr("cx", d => d._dx) .attr("cy", d => d._dy); labels.each(function(d) { if (d.group === 0) { d._lx = d._dx; d._ly = d._dy + 28; d._anchor = "middle"; } else { const radius = Math.sqrt(d._dx * d._dx + d._dy * d._dy) || 1; const unitX = d._dx / radius; const unitY = d._dy / radius; const separation = 12; d._lx = d._dx + unitX * separation; d._ly = d._dy + unitY * separation; d._anchor = unitX >= 0 ? "start" : "end"; } }); labels .attr("x", d => d._lx) .attr("y", d => d._ly) .attr("text-anchor", d => d._anchor); } applyPositions(); let floatTimer = null; if (!reduceMotion) { let frame = 0; floatTimer = d3.timer(elapsed => { frame += 1; if (frame % 2 !== 0) return; for (const d of nodes) { if (d._ampX === 0 && d._ampY === 0) continue; const time = elapsed * d._speed; d._dx = d.x + Math.sin(time + d._phaseX) * d._ampX; d._dy = d.y + Math.cos(time * 0.9 + d._phaseY) * d._ampY; } applyPositions(); }); } if (typeof invalidation !== "undefined") { invalidation.then(() => { if (floatTimer) floatTimer.stop(); tooltip.remove(); }); } const xExtent = d3.extent(nodes, d => d.x); const yExtent = d3.extent(nodes, d => d.y); const pad = 180; svg.attr( "viewBox", [ xExtent[0] - pad, yExtent[0] - pad, (xExtent[1] - xExtent[0]) + pad * 2, (yExtent[1] - yExtent[0]) + pad * 2 ] ); const wrapper = document.createElement("div"); wrapper.style.position = "relative"; const legend = document.createElement("div"); legend.style.position = "absolute"; legend.style.left = "16px"; legend.style.top = "16px"; legend.style.background = "rgba(255, 255, 255, 0.95)"; legend.style.border = "1px solid #DDDDDD"; legend.style.borderRadius = "8px"; legend.style.padding = "10px 12px"; legend.style.font = "12px sans-serif"; legend.style.lineHeight = "1.5"; legend.style.boxShadow = "0 2px 8px rgba(0, 0, 0, 0.08)"; legend.innerHTML = `

ECA: Estudios Centroamericanos

ISSN: 2788-9580

● Azul: 1 revista

● Naranja: ${authors.length} autores

● Verde: ${articles.length} artículos

Autores etiquetados: top ${Math.min(TOP_LABELED_AUTHORS, authors.length)}

Artículos incluidos: ${filteredWorks.length}

Enlaces: ${filteredLinks.length}

`; wrapper.appendChild(svg.node()); wrapper.appendChild(legend); return wrapper; }31:T15f3,chartTopCitedHeatmap = { const works = await FileAttachment( "worksCsvKydhbpknwd4glvefnbdfdp@4.csv" ).csv(); const CELL_SIZE = 35; const TOP_N = 20; const TITLE_MAX_CHARS = 60; const columns = works.columns || []; const yearColumn = columns.find(column => /^year$/i.test(column) || /publication.*year/i.test(column) || /year.*publication/i.test(column) || /anio|año/i.test(column) ); const dateColumn = columns.find(column => /publication.*date/i.test(column) || /^date$/i.test(column) || /fecha/i.test(column) ); const citationsColumn = columns.find(column => /^cited_by_count$/i.test(column) || /^citations$/i.test(column) || /^citation_count$/i.test(column) || /cited.*count/i.test(column) || /citation/i.test(column) || /citas/i.test(column) ); const titleColumn = columns.find(column => /^title$/i.test(column) || /display_name/i.test(column) || /titulo/i.test(column) ); const idColumn = columns.find(column => /^id$/i.test(column) || /work.*id/i.test(column) || /openalex.*id/i.test(column) ); if (!citationsColumn) { return html`

No se encontró una columna de citas en la base local.

`; } function getYear(work) { const rawYear = yearColumn ? work[yearColumn] : dateColumn ? String(work[dateColumn] || "").slice(0, 4) : ""; const match = String(rawYear).match(/\d{4}/); return match ? Number(match[0]) : 0; } function getCitations(work) { const value = String(work[citationsColumn] || "0") .replace(/,/g, "") .replace(/\s/g, ""); const citations = Number(value); return Number.isFinite(citations) && citations >= 0 ? citations : 0; } function truncateTitle(title) { const text = title && title.trim() ? title.trim() : "Artículo sin título"; return text.length > TITLE_MAX_CHARS ? text.slice(0, TITLE_MAX_CHARS - 1) + "…" : text; } const allWorks = works .map((work, index) => ({ id: idColumn ? work[idColumn] : `work-${index}`, title: titleColumn ? work[titleColumn] : "Artículo sin título", year: getYear(work), citations: getCitations(work) })) .filter(d => d.year > 0); if (allWorks.length === 0) { return html`

No se pudo detectar el año de publicación en ninguna fila.

`; } const YEAR_START = d3.min(allWorks, d => d.year); const YEAR_END = d3.max(allWorks, d => d.year); const allYears = d3.range(YEAR_START, YEAR_END + 1); const citedWorks = allWorks .sort((a, b) => b.citations - a.citations || a.year - b.year) .slice(0, TOP_N) .map((d, index) => ({ ...d, rank: index + 1, row: `row-${index + 1}` })); // Antes: minCitations estaba fijo en 0. Ahora sale de tus datos reales, // igual que ya pasaba con maxCitations. const minCitations = d3.min(citedWorks, d => d.citations) ?? 0; const maxCitations = d3.max(citedWorks, d => d.citations) ?? 1; const fontSize = Math.max(10, Math.round(CELL_SIZE * 0.3)); const marginTop = 70; const marginRight = 150; const marginBottom = 55; const marginLeft = 450; const width = marginLeft + marginRight + allYears.length * CELL_SIZE; const height = marginTop + marginBottom + citedWorks.length * CELL_SIZE; return Plot.plot({ title: "Artículos más citados — ECA", subtitle: `Top ${citedWorks.length} de ${allWorks.length} artículos ` + `(${YEAR_START}–${YEAR_END}) · Rango de citas mostrado: ` + `${minCitations}–${maxCitations}`, width, height, marginTop, marginRight, marginBottom, marginLeft, style: { background: "#FFFFFF", color: "#374151", fontFamily: "system-ui, -apple-system, 'Segoe UI', Roboto, sans-serif", fontSize: "16px" }, x: { label: "Año de publicación", domain: allYears, padding: 0.06, tickFormat: d => (d % 5 === 0 ? d : ""), tickSize: 0 }, y: { label: null, domain: citedWorks.map(d => d.row), padding: 0.06, tickFormat: d => { const found = citedWorks.find(row => row.row === d); return found ? truncateTitle(found.title) : d; }, tickSize: 0 }, color: { type: "linear", domain: [minCitations, maxCitations], scheme: "turbo", legend: true, label: "Citas recibidas" }, marks: [ Plot.cell(citedWorks, { x: "year", y: "row", fill: "citations", stroke: "#FFFFFF", strokeWidth: 2, title: d => [ `Ranking: #${d.rank}`, `Título: ${d.title}`, `Año de publicación: ${d.year}`, `Citas recibidas: ${d3.format(",d")(d.citations)}` ].join("\n") }), Plot.text(citedWorks, { x: "year", y: "row", text: d => d3.format(",d")(d.citations), fill: d => (d.citations >= (minCitations + (maxCitations - minCitations) * 0.55) ? "#FFFFFF" : "#111111"), fontSize, fontWeight: 800, pointerEvents: "none" }), Plot.ruleX([YEAR_START, YEAR_END], { stroke: "#9CA3AF", strokeOpacity: 0.45 }) ] }); }32:Ta64,keywordWorks = { const FIELD = "keyword"; // cámbialo a "topic" o "concept" si quieres analizar esos en vez de keyword const rows = Array.isArray(worksCsvKydhbpknwd4glvefnbdfdp) ? worksCsvKydhbpknwd4glvefnbdfdp : []; if (rows.length === 0) return []; const normalizeKey = s => (s ?? "").toString().normalize("NFD").replace(/[\u0300-\u036f]/g, "").toLowerCase().replace(/[^a-z0-9]/g, ""); const keyMap = {}; for (const k of Object.keys(rows[0] || {})) keyMap[normalizeKey(k)] = k; function pick(row, candidates) { for (const c of candidates) { const real = keyMap[normalizeKey(c)]; if (real != null) { const v = row[real]; if (v != null && String(v).trim() !== "") return String(v).trim(); } } return ""; } const candidatesByField = { keyword: ["keyword", "keywords", "palabraclave", "palabrasclave"], topic: ["topic", "topics", "tema", "temas"], concept: ["concept", "concepts", "concepto", "conceptos"] }; const getFieldRaw = row => pick(row, candidatesByField[FIELD] ?? []); const getYear = row => { const s = pick(row, ["year", "publicationyear", "publicationdate", "pubyear", "ano", "anodepublicacion", "fechapublicacion"]); const n = +s.slice(0, 4); return Number.isFinite(n) && n > 1000 ? n : null; }; const getId = row => pick(row, ["id", "workid", "doi", "articleid", "idarticulo"]); const getTitle = row => pick(row, ["title", "displayname", "worktitle", "articletitle", "name", "titulo", "titulodelarticulo", "articulo"]); // FIX: agrupamos por artículo ANTES de armar la lista de keywords, porque // puede haber varias filas para el mismo artículo (una por cada keyword/topic/concept). const groups = new Map(); for (const row of rows) { const articleId = getId(row) || getTitle(row); if (!articleId) continue; if (!groups.has(articleId)) { groups.set(articleId, { id: articleId, year: null, seen: new Set(), keywordsList: [] }); } const g = groups.get(articleId); if (g.year == null) { const y = getYear(row); if (y) g.year = y; } const raw = getFieldRaw(row); if (!raw) continue; // separa por si la celda ya trae varios valores juntos (coma/punto y coma/pipe) for (const part of raw.split(/[,;|]/)) { const label = part.trim(); if (!label) continue; const key = label.normalize("NFD").replace(/[\u0300-\u036f]/g, "").toLowerCase(); if (g.seen.has(key)) continue; g.seen.add(key); g.keywordsList.push({ key, label }); } } return [...groups.values()].map(({ id, year, keywordsList }) => ({ id, year, keywordsList })); }33:T6cb,cooccurrenceData = { const works = Array.isArray(keywordWorks) ? keywordWorks : []; const yFrom = keywordYearFrom ?? -Infinity; const yTo = keywordYearTo ?? Infinity; const worksInRange = works.filter(w => !w.year || (w.year >= yFrom && w.year <= yTo)); const freq = new Map(); for (const w of worksInRange) { for (const kw of (w.keywordsList ?? [])) { if (!freq.has(kw.key)) freq.set(kw.key, { key: kw.key, label: kw.label, count: 0 }); freq.get(kw.key).count++; } } const minFreq = minKeywordFreq ?? 1; const maxNodes = Infinity; // ignora el slider maxKeywordNodes; muestra todas las keywords que pasen minKeywordFreq const minCo = minCooccurrence ?? 1; const eligible = [...freq.values()] .filter(k => k.count >= minFreq) .sort((a, b) => b.count - a.count) .slice(0, maxNodes); const eligibleKeys = new Set(eligible.map(k => k.key)); const pairCounts = new Map(); for (const w of worksInRange) { const keys = (w.keywordsList ?? []).map(k => k.key).filter(k => eligibleKeys.has(k)); for (let i = 0; i < keys.length; i++) { for (let j = i + 1; j < keys.length; j++) { const [a, b] = keys[i] < keys[j] ? [keys[i], keys[j]] : [keys[j], keys[i]]; const pairKey = `${a}__${b}`; pairCounts.set(pairKey, (pairCounts.get(pairKey) || 0) + 1); } } } const links = [...pairCounts.entries()] .map(([pairKey, count]) => { const [source, target] = pairKey.split("__"); return { source, target, count }; }) .filter(l => l.count >= minCo); const connectedKeys = new Set(links.flatMap(l => [l.source, l.target])); const nodes = eligible.filter(k => connectedKeys.has(k.key)); return { nodes, links }; }34:Tc45,parsedWorks = { const rows = worksCsvKydhbpknwd4glvefnbdfdp; const normalizeKey = s => (s ?? "").toString() .normalize("NFD").replace(/[\u0300-\u036f]/g, "") .toLowerCase().replace(/[^a-z0-9]/g, ""); const keyMap = {}; for (const k of Object.keys(rows[0] || {})) keyMap[normalizeKey(k)] = k; function pick(row, candidates) { for (const c of candidates) { const real = keyMap[normalizeKey(c)]; if (real != null) { const v = row[real]; if (v != null && String(v).trim() !== "") return String(v).trim(); } } return ""; } const getTitle = row => pick(row, ["title","displayname","worktitle","articletitle","name","titulo","titulodelarticulo","articulo"]); const getYear = row => { const s = pick(row, ["year","publicationyear","publicationdate","pubyear","ano","anodepublicacion","fechapublicacion"]); const n = +s.slice(0, 4); return Number.isFinite(n) && n > 1000 ? n : null; }; const getAuthorsRaw = row => pick(row, ["author","authors","creator","authorship","authorsname","authornames","autor","autores","nombredeautor","nombresautores","autoria"]); const getId = row => pick(row, ["id","workid","doi","articleid","idarticulo"]); // AJUSTA estos candidatos si columnCheck muestra otros nombres: const getCitations = row => { const s = pick(row, ["citedbycount","citationcount","citations","numcitas","ncitas","citas","timescited"]); const n = +s; return Number.isFinite(n) ? n : 0; }; const getCountry = row => pick(row, ["country","countrycode","countries","pais","paises","institutioncountry","nationality"]); const getRegion = row => pick(row, ["region","zona","areageografica","worldregion","continente"]); console.log("Columnas detectadas:", { title: keyMap[normalizeKey("title")] || keyMap[normalizeKey("titulo")] || "(no encontrada)", year: keyMap[normalizeKey("year")] || keyMap[normalizeKey("ano")] || "(no encontrada)", authors: keyMap[normalizeKey("authors")] || keyMap[normalizeKey("autores")] || "(no encontrada)", citations: keyMap[normalizeKey("citedbycount")] || keyMap[normalizeKey("citas")] || "(no encontrada)", country: keyMap[normalizeKey("country")] || keyMap[normalizeKey("pais")] || "(no encontrada)", region: keyMap[normalizeKey("region")] || keyMap[normalizeKey("region")] || "(no encontrada)" }); return rows.map((row, i) => { const title = getTitle(row) || getId(row) || `Artículo sin título ${i + 1}`; const year = getYear(row); const authorsRaw = getAuthorsRaw(row); const authorsList = authorsRaw ? authorsRaw.split(/[,;|]/).map(s => s.trim()).filter(Boolean) : ["Autor desconocido"]; const citations = getCitations(row); const countryRaw = getCountry(row); const countryList = countryRaw ? countryRaw.split(/[,;|]/).map(s => s.trim()).filter(Boolean) : []; const regionRaw = getRegion(row); const regionList = regionRaw ? regionRaw.split(/[,;|]/).map(s => s.trim()).filter(Boolean) : []; const id = getId(row) || title; return { id, title, year, authorsRaw, authorsList, citations, countryList, regionList }; }); }35:T1be8,keywordChart = { const safeData = cooccurrenceData ?? {}; const rawNodes = Array.isArray(safeData.nodes) ? safeData.nodes : []; const rawLinks = Array.isArray(safeData.links) ? safeData.links : []; if (rawNodes.length === 0) { const div = document.createElement("div"); div.style.padding = "24px"; div.style.color = "#666"; div.textContent = "No hay keywords que cumplan los filtros actuales. Baja 'Frecuencia mínima' o 'Co-ocurrencias mínimas'."; return div; } const nodes = rawNodes.map(d => ({ ...d })); const idIndex = new Map(nodes.map(d => [d.key, d])); const links = rawLinks .filter(l => idIndex.has(l.source) && idIndex.has(l.target)) .map(l => ({ source: l.source, target: l.target, count: l.count })); const width = 1100; const height = 1100; const counts = nodes.map(d => d.count); const countExtent = [Math.min(...counts), Math.max(...counts)]; const linkCounts = links.length ? links.map(d => d.count) : [1]; const linkExtent = [Math.min(...linkCounts), Math.max(...linkCounts)]; const radiusScale = d3.scaleSqrt().domain(countExtent).range([5, 24]).clamp(true); const colorScale = d3.scaleSequential(d3.interpolateRgb("#C4A445", "#454DC4")).domain(countExtent); const widthScale = d3.scaleLinear().domain(linkExtent).range([0.6, 5]).clamp(true); // FIX: tamaño de letra también escalado por frecuencia, para que las keywords // más relevantes destaquen un poco más, no solo el círculo. const fontScale = d3.scaleSqrt().domain(countExtent).range([10, 16]).clamp(true); const svg = d3.create("svg") .attr("width", width) .attr("height", height) .attr("style", "max-width:100%;height:auto;background:white;font:12px sans-serif;"); const g = svg.append("g"); svg.call(d3.zoom().scaleExtent([0.2, 8]).on("zoom", (event) => g.attr("transform", event.transform))); const simulation = d3.forceSimulation(nodes) .force("link", d3.forceLink(links).id(d => d.key) .distance(d => Math.max(20, 140 - d.count * 8)) .strength(d => Math.min(1, 0.15 + d.count * 0.05))) .force("charge", d3.forceManyBody().strength(-90).distanceMax(450)) .force("center", d3.forceCenter(0, 0)) .force("collision", d3.forceCollide().radius(d => radiusScale(d.count) + 3).iterations(2)); simulation.tick(400); simulation.stop(); const link = g.append("g") .attr("stroke", "#9fb8b4") .attr("stroke-opacity", 0.45) .selectAll("line") .data(links) .join("line") .attr("stroke-width", d => widthScale(d.count)); d3.selectAll(".keyword-graph-tooltip").remove(); const tooltip = d3.select(document.body) .append("div") .attr("class", "keyword-graph-tooltip") .style("position", "absolute") .style("pointer-events", "none") .style("background", "rgba(0,0,0,0.82)") .style("color", "white") .style("padding", "8px 10px") .style("border-radius", "6px") .style("font-size", "12px") .style("opacity", 0); const node = g.append("g") .selectAll("circle") .data(nodes) .join("circle") .attr("r", d => radiusScale(d.count)) .attr("fill", d => colorScale(d.count)) .attr("stroke", "#fff") .attr("stroke-width", 1) .style("cursor", "grab") // FIX: indica visualmente que el nodo se puede arrastrar .on("mouseover", function(event, d) { tooltip.style("opacity", 1).html(`${d.label}
Frecuencia: ${d.count}`); }) .on("mousemove", function(event) { tooltip.style("left", `${event.pageX + 12}px`).style("top", `${event.pageY + 12}px`); }) .on("mouseout", function() { tooltip.style("opacity", 0); }); // FIX PRINCIPAL 1: títulos siempre visibles, con halo blanco detrás del texto // (stroke blanco + paint-order) para que se lean incluso sobre líneas o nodos. const labels = g.append("g") .selectAll("text") .data(nodes) .join("text") .attr("font-size", d => fontScale(d.count)) .attr("font-weight", 600) .attr("fill", "#1a1a1a") .attr("paint-order", "stroke") .attr("stroke", "white") .attr("stroke-width", 3) .attr("stroke-linejoin", "round") .style("cursor", "grab") .text(d => d.label); function positionLabels() { labels.each(function(d) { const r = Math.sqrt(d.x * d.x + d.y * d.y) || 1; const ux = d.x / r, uy = d.y / r; const extra = radiusScale(d.count) + 5; d._lx = d.x + ux * extra; d._ly = d.y + uy * extra; d._anchor = ux >= 0 ? "start" : "end"; }); labels.attr("x", d => d._lx).attr("y", d => d._ly).attr("text-anchor", d => d._anchor); } // FIX PRINCIPAL 2: función única de redibujo, reutilizada tanto en el // posicionamiento inicial como en cada paso del arrastre. function updatePositions() { link .attr("x1", d => d.source.x) .attr("y1", d => d.source.y) .attr("x2", d => d.target.x) .attr("y2", d => d.target.y); node .attr("cx", d => d.x) .attr("cy", d => d.y); positionLabels(); } updatePositions(); // primer dibujo // FIX PRINCIPAL 2 (continúa): arrastre libre — al "pellizcar" (clic/touch + mover) // un nodo, este se mueve exactamente donde lo sueltes, sin que ninguna fuerza // lo regrese a su posición original (la simulación ya está detenida). const dragBehavior = d3.drag() .on("start", function(event, d) { d3.select(this).style("cursor", "grabbing"); }) .on("drag", function(event, d) { d.x = event.x; d.y = event.y; d.fx = event.x; // fija la posición (relevante si en el futuro se reactiva la simulación) d.fy = event.y; updatePositions(); }) .on("end", function(event, d) { d3.select(this).style("cursor", "grab"); }); node.call(dragBehavior); labels.call(dragBehavior); // también se puede arrastrar tomando el texto, no solo el círculo if (typeof invalidation !== "undefined") { invalidation.then(() => tooltip.remove()); } const xExtent = d3.extent(nodes, d => d.x); const yExtent = d3.extent(nodes, d => d.y); const pad = 120; svg.attr("viewBox", [xExtent[0]-pad, yExtent[0]-pad, (xExtent[1]-xExtent[0])+pad*2, (yExtent[1]-yExtent[0])+pad*2]); const wrapper = document.createElement("div"); wrapper.style.position = "relative"; const legend = document.createElement("div"); legend.style.position = "absolute"; legend.style.left = "16px"; legend.style.top = "16px"; legend.style.background = "rgba(255,255,255,0.95)"; legend.style.border = "1px solid #ddd"; legend.style.borderRadius = "8px"; legend.style.padding = "10px 12px"; legend.innerHTML = `

Co-ocurrencia de keywords

Nodos: ${nodes.length}

Enlaces: ${links.length}

Años: ${keywordYearFrom}–${keywordYearTo}

Frec. mín.: ${minKeywordFreq} · Co-oc. mín.: ${minCooccurrence}

Arrastra cualquier nodo o texto para moverlo

`; wrapper.appendChild(svg.node()); wrapper.appendChild(legend); return wrapper; }36:T1f1d,chartAuthorsCited = { const width = 1020; const height = 1050; const chartTop = 125; const chartHeight = height - chartTop; const margin = 8; const format = d3.format(",d"); const authors = authorCitationData.children || []; if (authors.length === 0) { return html`

No se encontraron autores con citas para visualizar.
Revisa que el CSV tenga columnas de autores, año y citas. La celda authorCitationData mostrará en la consola las columnas detectadas.

`; } const maxValue = d3.max(authors, d => d.value) || 1; const concentrationColor = d3.scaleThreshold() .domain([ maxValue * 0.25, maxValue * 0.50, maxValue * 0.75 ]) .range([ "#FFB000", "#E36A00", "#2CA25F", "#005A4F" ]); function authorTextColor(colorValue) { const color = d3.color(colorValue); const luminance = 0.299 * color.r + 0.587 * color.g + 0.114 * color.b; return luminance > 165 ? "#222222" : "#FFFFFF"; } const pack = d3.pack() .size([ width - margin * 2, chartHeight - margin * 2 ]) .padding(4); const root = pack( d3.hierarchy(authorCitationData) .sum(d => d.value || 0) .sort((a, b) => b.value - a.value) ); let focus = root; let view; const svg = d3.create("svg") .attr("width", width) .attr("height", height) .attr("viewBox", `0 0 ${width} ${height}`) .attr("preserveAspectRatio", "xMidYMid meet") .attr( "style", ` width: 100%; height: auto; display: block; font: 10px sans-serif; background: #FFFFFF; ` ) .attr("text-anchor", "middle"); const legend = svg.append("g") .attr("transform", "translate(30, 28)") .attr("text-anchor", "start"); legend.append("text") .attr("x", 0) .attr("y", 0) .attr("font-size", "17px") .attr("font-weight", "700") .attr("fill", "#333333") .text(authorCitationData.name || "Autores más citados"); const legendData = [ { label: "Muy alta", range: "75–100 % del máximo", color: "#005A4F" }, { label: "Alta", range: "50–74 % del máximo", color: "#2CA25F" }, { label: "Media", range: "25–49 % del máximo", color: "#E36A00" }, { label: "Baja", range: "Menos del 25 % del máximo", color: "#FFB000" } ]; const legendItems = legend.selectAll(".legend-item") .data(legendData) .join("g") .attr("class", "legend-item") .attr("transform", (d, i) => `translate(${i * 235}, 25)`); legendItems.append("circle") .attr("cx", 8) .attr("cy", -4) .attr("r", 8) .attr("fill", d => d.color) .attr("stroke", "#333333") .attr("stroke-width", 0.8); legendItems.append("text") .attr("x", 23) .attr("y", 0) .attr("font-size", "11px") .attr("font-weight", "600") .attr("fill", "#333333") .text(d => d.label); legendItems.append("text") .attr("x", 23) .attr("y", 16) .attr("font-size", "9px") .attr("fill", "#666666") .text(d => d.range); legend.append("text") .attr("x", 0) .attr("y", 92) .attr("font-size", "10px") .attr("fill", "#555555") .text( "El tamaño de la burbuja representa las citas acumuladas. " + "Haz clic en un autor para ampliar." ); const graph = svg.append("g") .attr("transform", `translate(0, ${chartTop})`); const node = graph.selectAll(".node") .data(root.descendants()) .join("g") .attr("class", "node") .style("cursor", "pointer") .on("click", (event, d) => { event.stopPropagation(); focus = focus === d ? root : d; const transition = graph.transition() .duration(event.altKey ? 7500 : 900) .tween("zoom", () => { const interpolator = d3.interpolateZoom( view, [focus.x, focus.y, focus.r * 2] ); return t => zoomTo(interpolator(t)); }); transition.selectAll("text") .filter(function(d) { return ( d.parent === focus || d === focus || this.style.display === "inline" ); }) .style("fill-opacity", d => d.parent === focus || d === focus ? 1 : 0 ) .on("start", function(d) { if (d.parent === focus || d === focus) { this.style.display = "inline"; } }) .on("end", function(d) { if (d.parent !== focus && d !== focus) { this.style.display = "none"; } }); }); node.append("title") .text(d => { if (d.children) { return `${d.data.name}\n${format(d.value)} citas acumuladas`; } const percentage = ((d.value / maxValue) * 100).toFixed(1); return [ d.data.name, `${format(d.value)} citas acumuladas`, `${format(d.data.works || 0)} publicaciones con citas`, `${percentage} % del valor máximo` ].join("\n"); }); node.append("circle") .attr("fill", d => d.children ? "#F1F5F9" : concentrationColor(d.value) ) .attr("stroke", d => d.children ? "#64748B" : "#333333" ) .attr("stroke-width", d => d.children ? 1.5 : 1) .attr("r", d => d.r); const text = node .filter(d => !d.children && d.r > 10) .append("text") .attr("clip-path", d => `circle(${d.r})`) .attr("fill", d => authorTextColor(concentrationColor(d.value)) ) .attr("font-weight", "600") .style("pointer-events", "none") .style("display", d => d.parent === root ? "inline" : "none" ) .style("fill-opacity", d => d.parent === root ? 1 : 0 ); text.selectAll(".author-name") .data(d => d.data.name.split(/\s+/g)) .join("tspan") .attr("class", "author-name") .attr("x", 0) .attr("y", (d, i, nodes) => `${i - nodes.length / 2 + 0.1}em` ) .text(d => d); text.append("tspan") .attr("x", 0) .attr("y", d => `${d.data.name.split(/\s+/g).length / 2 + 0.55}em` ) .attr("fill-opacity", 0.9) .attr("font-size", "9px") .text(d => `${format(d.value)} citas`); function zoomTo(viewBox) { const [x, y, diameter] = viewBox; const k = Math.min( width / diameter, chartHeight / diameter ); const centerX = width / 2; const centerY = chartHeight / 2; view = viewBox; node.attr( "transform", d => `translate( ${centerX + (d.x - x) * k}, ${centerY + (d.y - y) * k} )` ); node.select("circle") .attr("r", d => d.r * k); node.select("text") .attr("clip-path", d => `circle(${d.r * k})`); } zoomTo([ root.x, root.y, root.r * 2 ]); svg.on("click", () => { if (focus === root) return; focus = root; graph.transition() .duration(900) .tween("zoom", () => { const interpolator = d3.interpolateZoom( view, [root.x, root.y, root.r * 2] ); return t => zoomTo(interpolator(t)); }); graph.selectAll("text") .transition() .duration(900) .style("fill-opacity", d => d.parent === root ? 1 : 0 ) .on("start", function(d) { if (d.parent === root) { this.style.display = "inline"; } }) .on("end", function(d) { if (d.parent !== root) { this.style.display = "none"; } }); }); return svg.node(); }37:T1fe2,chartAuthors = { const width = 1020; const height = 1050; const chartTop = 125; const chartHeight = height - chartTop; const margin = 8; const format = d3.format(",d"); const authors = authorData.children || []; /* Muestra un mensaje visible, en vez de una burbuja vacía, cuando el CSV no entregó autores. */ if (authors.length === 0) { return html`

No se encontraron autores para visualizar.
Revisa el nombre de la columna de autores y el campo de año en el archivo CSV. La celda de diagnóstico mostrará las columnas disponibles y el número de autores detectados.

`; } const backgroundColor = "#FFFFFF"; const parentColor = "#F1F5F9"; const parentStroke = "#64748B"; const maxValue = d3.max(authors, d => d.value) || 1; const concentrationColor = d3.scaleThreshold() .domain([ maxValue * 0.25, maxValue * 0.50, maxValue * 0.75 ]) .range([ "#FFB000", "#E36A00", "#2CA25F", "#005A4F" ]); function authorTextColor(colorValue) { const color = d3.color(colorValue); const luminance = 0.299 * color.r + 0.587 * color.g + 0.114 * color.b; return luminance > 165 ? "#222222" : "#FFFFFF"; } const pack = d3.pack() .size([ width - margin * 2, chartHeight - margin * 2 ]) .padding(4); const root = pack( d3.hierarchy(authorData) .sum(d => d.value || 0) .sort((a, b) => b.value - a.value) ); let focus = root; let view; const svg = d3.create("svg") .attr("width", width) .attr("height", height) .attr("viewBox", `0 0 ${width} ${height}`) .attr("preserveAspectRatio", "xMidYMid meet") .attr( "style", ` width: 100%; height: auto; display: block; font: 10px sans-serif; background: ${backgroundColor}; ` ) .attr("text-anchor", "middle"); const legend = svg.append("g") .attr("transform", "translate(30, 28)") .attr("text-anchor", "start"); legend.append("text") .attr("x", 0) .attr("y", 0) .attr("font-size", "17px") .attr("font-weight", "700") .attr("fill", "#333333") .text(authorData.name || "Autores más productivos"); const legendData = [ { label: "Muy alta", range: "75–100 % del máximo", color: "#005A4F" }, { label: "Alta", range: "50–74 % del máximo", color: "#2CA25F" }, { label: "Media", range: "25–49 % del máximo", color: "#E36A00" }, { label: "Baja", range: "Menos del 25 % del máximo", color: "#FFB000" } ]; const legendItems = legend.selectAll(".legend-item") .data(legendData) .join("g") .attr("class", "legend-item") .attr("transform", (d, i) => `translate(${i * 235}, 25)`); legendItems.append("circle") .attr("cx", 8) .attr("cy", -4) .attr("r", 8) .attr("fill", d => d.color) .attr("stroke", "#333333") .attr("stroke-width", 0.8); legendItems.append("text") .attr("x", 23) .attr("y", 0) .attr("font-size", "11px") .attr("font-weight", "600") .attr("fill", "#333333") .text(d => d.label); legendItems.append("text") .attr("x", 23) .attr("y", 16) .attr("font-size", "9px") .attr("fill", "#666666") .text(d => d.range); legend.append("text") .attr("x", 0) .attr("y", 92) .attr("font-size", "10px") .attr("fill", "#555555") .text( "Haz clic en un autor para ampliar la imagen. " + "Vuelve a hacer clic o haz clic fuera del gráfico para restablecerlo." ); const graph = svg.append("g") .attr("transform", `translate(0, ${chartTop})`); const node = graph.selectAll(".node") .data(root.descendants()) .join("g") .attr("class", "node") .style("cursor", "pointer") .on("click", (event, d) => { event.stopPropagation(); focus = focus === d ? root : d; const transition = graph.transition() .duration(event.altKey ? 7500 : 900) .tween("zoom", () => { const interpolator = d3.interpolateZoom( view, [focus.x, focus.y, focus.r * 2] ); return t => zoomTo(interpolator(t)); }); transition.selectAll("text") .filter(function(d) { return ( d.parent === focus || d === focus || this.style.display === "inline" ); }) .style("fill-opacity", d => d.parent === focus || d === focus ? 1 : 0 ) .on("start", function(d) { if (d.parent === focus || d === focus) { this.style.display = "inline"; } }) .on("end", function(d) { if (d.parent !== focus && d !== focus) { this.style.display = "none"; } }); }); node.append("title") .text(d => { if (d.children) { return `${d.data.name}\n${format(d.value)} publicaciones`; } const percentage = ((d.value / maxValue) * 100).toFixed(1); return [ d.data.name, `${format(d.value)} publicaciones`, `${percentage} % del valor máximo` ].join("\n"); }); node.append("circle") .attr("fill", d => d.children ? parentColor : concentrationColor(d.value) ) .attr("stroke", d => d.children ? parentStroke : "#333333" ) .attr("stroke-width", d => d.children ? 1.5 : 1) .attr("r", d => d.r); const text = node .filter(d => !d.children && d.r > 10) .append("text") .attr("clip-path", d => `circle(${d.r})`) .attr("fill", d => authorTextColor(concentrationColor(d.value)) ) .attr("font-weight", "600") .style("pointer-events", "none") .style("display", d => d.parent === root ? "inline" : "none" ) .style("fill-opacity", d => d.parent === root ? 1 : 0 ); text.selectAll(".author-name") .data(d => d.data.name.split(/\s+/g)) .join("tspan") .attr("class", "author-name") .attr("x", 0) .attr("y", (d, i, nodes) => `${i - nodes.length / 2 + 0.15}em` ) .text(d => d); text.append("tspan") .attr("class", "author-value") .attr("x", 0) .attr("y", d => `${d.data.name.split(/\s+/g).length / 2 + 0.5}em` ) .attr("fill-opacity", 0.9) .attr("font-size", "9px") .text(d => `${format(d.value)} pub.`); function zoomTo(viewBox) { const [x, y, diameter] = viewBox; const k = Math.min( width / diameter, chartHeight / diameter ); const centerX = width / 2; const centerY = chartHeight / 2; view = viewBox; node.attr( "transform", d => `translate( ${centerX + (d.x - x) * k}, ${centerY + (d.y - y) * k} )` ); node.select("circle") .attr("r", d => d.r * k); node.select("text") .attr("clip-path", d => `circle(${d.r * k})`); } zoomTo([ root.x, root.y, root.r * 2 ]); svg.on("click", () => { if (focus === root) return; focus = root; graph.transition() .duration(900) .tween("zoom", () => { const interpolator = d3.interpolateZoom( view, [root.x, root.y, root.r * 2] ); return t => zoomTo(interpolator(t)); }); graph.selectAll("text") .transition() .duration(900) .style("fill-opacity", d => d.parent === root ? 1 : 0 ) .on("start", function(d) { if (d.parent === root) { this.style.display = "inline"; } }) .on("end", function(d) { if (d.parent !== root) { this.style.display = "none"; } }); }); return svg.node(); }38:Tf8a,authorData = { const works = await FileAttachment( "worksCsvKydhbpknwd4glvefnbdfdp@4.csv" ).csv(); const YEAR_START = 1965; const YEAR_END = 2008; const columns = works.columns || []; /* Busca automáticamente columnas relacionadas con autorías y fechas de publicación. */ const authorColumn = columns.find(column => /author|autor/i.test(column) ); const yearColumn = columns.find(column => /^year$/i.test(column) || /publication.*year/i.test(column) || /year.*publication/i.test(column) || /anio|año/i.test(column) ); const dateColumn = columns.find(column => /publication.*date/i.test(column) || /^date$/i.test(column) || /fecha/i.test(column) ); console.log("Columnas disponibles:", columns); console.log("Columna de autores detectada:", authorColumn); console.log("Columna de año detectada:", yearColumn); console.log("Columna de fecha detectada:", dateColumn); console.log("Primer registro:", works[0]); if (!authorColumn) { return { name: "ECA: autores por publicación", children: [] }; } function getYear(work) { const rawYear = yearColumn ? work[yearColumn] : dateColumn ? String(work[dateColumn] || "").slice(0, 4) : ""; const match = String(rawYear).match(/\d{4}/); return match ? Number(match[0]) : 0; } function parseAuthors(value) { if (!value) return []; if (Array.isArray(value)) { return value .map(d => String(d).trim()) .filter(Boolean); } const text = String(value).trim(); if (!text) return []; /* Intenta leer autores serializados como JSON. */ if ( (text.startsWith("[") && text.endsWith("]")) || (text.startsWith("{") && text.endsWith("}")) ) { try { const parsed = JSON.parse(text); if (Array.isArray(parsed)) { return parsed .map(author => { if (typeof author === "string") { return author.trim(); } return String( author.display_name || author.author_name || author.name || author.author?.display_name || "" ).trim(); }) .filter(Boolean); } } catch (error) { console.warn("La columna de autores no contiene JSON válido."); } } /* Formatos habituales: Autor 1; Autor 2 Autor 1 | Autor 2 Autor 1, Autor 2 */ return text .split(/\s*;\s*|\s*\|\s*|\s*,\s*/) .map(author => author.trim()) .filter(Boolean); } const authorsMap = new Map(); let worksInPeriod = 0; let worksWithAuthors = 0; for (const work of works) { const year = getYear(work); if (year < YEAR_START || year > YEAR_END) { continue; } worksInPeriod += 1; const authors = parseAuthors(work[authorColumn]); if (authors.length > 0) { worksWithAuthors += 1; } for (const authorName of authors) { const normalizedName = authorName .replace(/\s+/g, " ") .trim(); if (!normalizedName) continue; if (!authorsMap.has(normalizedName)) { authorsMap.set(normalizedName, { id: `author:${normalizedName}`, name: normalizedName, value: 0 }); } authorsMap.get(normalizedName).value += 1; } } const children = [...authorsMap.values()] .filter(d => d.value > 0) .sort((a, b) => b.value - a.value || a.name.localeCompare(b.name, "es") ); console.log({ registrosTotales: works.length, registrosEnPeriodo: worksInPeriod, registrosConAutores: worksWithAuthors, autoresDetectados: children.length, primerosAutores: children.slice(0, 20) }); return { name: `ECA: autores por publicación (${YEAR_START}–${YEAR_END})`, children }; }39:T13fa,authorCitationData = { const works = await FileAttachment( "worksCsvKydhbpknwd4glvefnbdfdp@4.csv" ).csv(); const YEAR_START = 1965; const YEAR_END = 2008; const columns = works.columns || []; /* Busca automáticamente los campos relacionados con: autores, año de publicación y total de citas. */ const authorColumn = columns.find(column => /author|autor/i.test(column) ); const yearColumn = columns.find(column => /^year$/i.test(column) || /publication.*year/i.test(column) || /year.*publication/i.test(column) || /anio|año/i.test(column) ); const dateColumn = columns.find(column => /publication.*date/i.test(column) || /^date$/i.test(column) || /fecha/i.test(column) ); const citationsColumn = columns.find(column => /^cited_by_count$/i.test(column) || /^citations$/i.test(column) || /^citation_count$/i.test(column) || /cited.*count/i.test(column) || /citation/i.test(column) || /citas/i.test(column) ); console.log("Columnas del CSV:", columns); console.log("Columna de autores detectada:", authorColumn); console.log("Columna de año detectada:", yearColumn); console.log("Columna de fecha detectada:", dateColumn); console.log("Columna de citas detectada:", citationsColumn); if (!authorColumn || !citationsColumn) { console.warn( "No fue posible detectar la columna de autores o la columna de citas." ); return { name: "ECA: autores más citados", children: [] }; } function getYear(work) { const rawValue = yearColumn ? work[yearColumn] : dateColumn ? String(work[dateColumn] || "").slice(0, 4) : ""; const match = String(rawValue).match(/\d{4}/); return match ? Number(match[0]) : 0; } function getCitations(work) { const rawValue = work[citationsColumn]; /* Convierte valores como: "25" "25.0" "1,234" "1 234" en números enteros. */ const normalized = String(rawValue || "0") .replace(/,/g, "") .replace(/\s/g, ""); const citations = Number(normalized); return Number.isFinite(citations) && citations > 0 ? citations : 0; } function parseAuthors(value) { if (!value) return []; if (Array.isArray(value)) { return value .map(d => String(d).trim()) .filter(Boolean); } const text = String(value).trim(); if (!text) return []; /* Si la columna almacena autores como JSON, intenta recuperar display_name, author_name o name. */ if ( (text.startsWith("[") && text.endsWith("]")) || (text.startsWith("{") && text.endsWith("}")) ) { try { const parsed = JSON.parse(text); if (Array.isArray(parsed)) { return parsed .map(author => { if (typeof author === "string") { return author.trim(); } return String( author.display_name || author.author_name || author.name || author.author?.display_name || "" ).trim(); }) .filter(Boolean); } } catch (error) { console.warn("No fue posible leer el campo de autores como JSON."); } } return text .split(/\s*;\s*|\s*\|\s*|\s*,\s*/) .map(author => author.trim()) .filter(Boolean); } const authorMap = new Map(); let worksInPeriod = 0; let worksWithCitations = 0; for (const work of works) { const year = getYear(work); if (year < YEAR_START || year > YEAR_END) { continue; } worksInPeriod += 1; const citations = getCitations(work); if (citations <= 0) { continue; } worksWithCitations += 1; const authors = parseAuthors(work[authorColumn]); for (const authorName of authors) { const normalizedName = authorName .replace(/\s+/g, " ") .trim(); if (!normalizedName) continue; if (!authorMap.has(normalizedName)) { authorMap.set(normalizedName, { id: `author:${normalizedName}`, name: normalizedName, value: 0, works: 0 }); } const author = authorMap.get(normalizedName); /* Suma el total de citas de cada obra a cada coautor. Es conteo completo: una obra con 10 citas añade 10 citas a cada autor de esa obra. */ author.value += citations; author.works += 1; } } const children = [...authorMap.values()] .filter(d => d.value > 0) .sort((a, b) => b.value - a.value || b.works - a.works || a.name.localeCompare(b.name, "es") ); console.log({ trabajosTotales: works.length, trabajosEnPeriodo: worksInPeriod, trabajosConCitas: worksWithCitations, autoresConCitas: children.length, autoresMasCitados: children.slice(0, 20) }); return { name: `ECA: autores más citados (${YEAR_START}–${YEAR_END})`, children }; } 3a:T491,citacionesInfo = { const countryCounts = new Map(); const countryWorkIds = new Map(); for (const work of redcCitingWorksList) { const countries = new Set(); for (const authorship of work.authorships || []) { for (const institution of authorship.institutions || []) { const country = String( institution.country_code || "" ).trim().toUpperCase(); if (country) { countries.add(country); } } } if (countries.size === 0) { countries.add("XX"); } for (const country of countries) { if (!countryWorkIds.has(country)) { countryWorkIds.set(country, new Set()); } countryWorkIds.get(country).add(work.id); } } for (const [country, workIds] of countryWorkIds) { countryCounts.set(country, workIds.size); } return { obrasBase: redcWorks.works.length, obrasCitantes: redcCitingWorksList.length, procedenciaCitas: [...countryCounts] .map(([pais, citas]) => ({ pais, citas })) .sort((a, b) => d3.descending(a.citas, b.citas) || a.pais.localeCompare(b.pais) ) }; }3b:T153f,procedenciaCitasChart = { const rows = citacionesInfo.procedenciaCitas .filter(d => d.pais !== "XX") .slice(0, 25); const width = 900; const marginTop = 86; const marginRight = 100; const marginBottom = 55; const marginLeft = 180; const rowHeight = 34; const height = Math.max( 360, marginTop + marginBottom + rows.length * rowHeight ); const backgroundColor = "#FFFFFF"; const textColor = "#3F2D22"; const secondaryColor = "#7B6658"; const barColor = "#234A80"; const barHoverColor = "#162F55"; const gridColor = "#DDE4EC"; const maxValue = d3.max(rows, d => d.citas) || 1; const x = d3.scaleLinear() .domain([0, maxValue]) .nice() .range([marginLeft, width - marginRight]); const y = d3.scaleBand() .domain(rows.map(d => d.pais)) .range([marginTop, height - marginBottom]) .padding(0.22); const svg = d3.create("svg") .attr("width", width) .attr("height", height) .attr("viewBox", [0, 0, width, height]) .style("width", "100%") .style("height", "auto") .style("display", "block") .style("background", backgroundColor) .style("border", "1px solid #E3D4B6") .style("border-radius", "8px") .style("font-family", "Arial, Helvetica, sans-serif"); svg.append("text") .attr("x", marginLeft) .attr("y", 30) .attr("fill", textColor) .attr("font-size", 20) .attr("font-weight", 700) .text("Procedencia de las citas — ECA"); svg.append("text") .attr("x", marginLeft) .attr("y", 52) .attr("fill", secondaryColor) .attr("font-size", 12) .text( `País de la institución citante · ` + `${citacionesInfo.obrasCitantes} trabajos citantes únicos` ); svg.append("text") .attr("x", width - marginRight) .attr("y", 30) .attr("text-anchor", "end") .attr("fill", barColor) .attr("font-size", 12) .attr("font-weight", 700) .text("Fuente: OpenAlex"); svg.append("text") .attr("x", width - marginRight) .attr("y", 50) .attr("text-anchor", "end") .attr("fill", secondaryColor) .attr("font-size", 10) .text("Artículos REDC: 1965–2008"); const grid = svg.append("g") .attr("transform", `translate(0,${height - marginBottom})`) .call( d3.axisBottom(x) .ticks(6) .tickSize(-(height - marginTop - marginBottom)) .tickFormat("") ); grid.select(".domain").remove(); grid.selectAll(".tick line") .attr("stroke", gridColor) .attr("stroke-dasharray", "2,3"); const yAxis = svg.append("g") .attr("transform", `translate(${marginLeft},0)`) .call( d3.axisLeft(y) .tickFormat(d => `${countryFlag(d)} ${d}`) .tickSize(0) ); yAxis.select(".domain").remove(); yAxis.selectAll("text") .attr("fill", textColor) .attr("font-size", 11) .attr("font-weight", 600); const xAxis = svg.append("g") .attr("transform", `translate(0,${height - marginBottom})`) .call( d3.axisBottom(x) .ticks(6) .tickFormat(d3.format(",d")) ); xAxis.select(".domain") .attr("stroke", "#BFAE9E"); xAxis.selectAll("text") .attr("fill", secondaryColor) .attr("font-size", 10); svg.append("text") .attr("x", (marginLeft + width - marginRight) / 2) .attr("y", height - 12) .attr("text-anchor", "middle") .attr("fill", secondaryColor) .attr("font-size", 11) .text("Trabajos citantes únicos"); const chartContainer = html`

`; const tooltip = html``; const bars = svg.append("g") .selectAll("rect") .data(rows) .join("rect") .attr("x", x(0)) .attr("y", d => y(d.pais)) .attr("width", d => x(d.citas) - x(0)) .attr("height", y.bandwidth()) .attr("rx", 3) .attr("fill", barColor) .attr("fill-opacity", 0.92) .on("mouseenter", function(event, d) { d3.select(this) .attr("fill", barHoverColor) .attr("fill-opacity", 1); tooltip .style("display", "block") .html(` ${countryFlag(d.pais)} ${d.pais}
Trabajos citantes: ${d.citas.toLocaleString("es-ES")} `); }) .on("mousemove", event => { const bounds = chartContainer .node() .getBoundingClientRect(); tooltip .style("left", `${event.clientX - bounds.left + 14}px`) .style("top", `${event.clientY - bounds.top + 14}px`); }) .on("mouseleave", function() { d3.select(this) .attr("fill", barColor) .attr("fill-opacity", 0.92); tooltip.style("display", "none"); }); svg.append("g") .selectAll("text") .data(rows) .join("text") .attr("x", d => x(d.citas) + 10) .attr("y", d => y(d.pais) + y.bandwidth() / 2) .attr("dy", "0.35em") .attr("fill", textColor) .attr("font-size", 11) .attr("font-weight", 700) .text(d => d.citas.toLocaleString("es-ES")); chartContainer.append(svg.node(), tooltip); return chartContainer; }3c:[{"id":"12cfe64d285724265e04761e7b4b27e99c2f30afcebe0456bf3eddf06494a3105f0979fdef97229c80844bff3097df9fb11de8db54a18c2a674667d1fb6b0a16","href":"https://static.observableusercontent.com/files/12cfe64d285724265e04761e7b4b27e99c2f30afcebe0456bf3eddf06494a3105f0979fdef97229c80844bff3097df9fb11de8db54a18c2a674667d1fb6b0a16","name":"worksCsvKydhbpknwd4glvefnbdfdp@4.csv","type":"text/csv","lastModified":1788968441331.359,"size":1455419}] 2b:{"id":"58068389f15864c3","slug":null,"title":"Análisis de Redes Sociales (SNA) en ECA: Estudios Centroamericano (1965-2008)","thumbnail":"0d7a81b90810f9df92392ab8fc3b242123de1658378bfb79a19de6f009f8e348","access_level":"public","create_time":"$D2026-06-23T23:51:17.763Z","update_time":"$D2026-09-26T21:58:22.443Z","view_time":null,"first_public_time":"$D2026-06-24T01:28:08.493Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"51fe6e2ec1bb1cf6","login":"kahernandezg","name":"Kevin Gutierrez","avatar_url":"https://avatars-next.observableusercontent.com/2565601e8fd1d0ae6653db3f9322b46e911143f9b192883ac7484f5393c17bde","tier":"starter_2024"},"version":818,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"10fe80357ee10d94","login":"kevin-amilcar-hernandez-gutierrez","name":"Kevin Amilcar Hernández Gutierrez","avatar_url":"https://avatars-next.observableusercontent.com/5e7bab77859fa97769d110935c464ca14bf058cee0bf8ec50ef736a6e77653f3","tier":null}],"members":[{"type":"team","id":"51fe6e2ec1bb1cf6","login":"kahernandezg","name":"Kevin Gutierrez","avatar_url":"https://avatars-next.observableusercontent.com/2565601e8fd1d0ae6653db3f9322b46e911143f9b192883ac7484f5393c17bde","tier":"starter_2024","role":"editor"},{"type":"individual","id":"10fe80357ee10d94","login":"kevin-amilcar-hernandez-gutierrez","name":"Kevin Amilcar Hernández Gutierrez","avatar_url":"https://avatars-next.observableusercontent.com/5e7bab77859fa97769d110935c464ca14bf058cee0bf8ec50ef736a6e77653f3","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":true,"trashed":false,"lapsed":null,"subscribed":null,"forks":1,"collection":null,"type":"notebook","body":{"title":"Análisis de Redes Sociales (SNA) en ECA: Estudios Centroamericano (1965-2008)","cells":[{"id":0,"value":"# Análisis de Redes Sociales (SNA) en ECA: Estudios Centroamericano (1965-2008)\n\n**Kevin Amilcar Hernández Gutierrez**¹\n\n[![ORCID](https://img.shields.io/badge/ORCID-0009--0005--6780--1106-A6CE39?style=for-the-badge&logo=orcid&logoColor=white)](https://orcid.org/0009-0005-6780-1106)\n\n**Joel Alhuay-Quispe**² \n\n[![ORCID](https://img.shields.io/badge/ORCID-0000--0002--1903--4687-A6CE39?style=for-the-badge&logo=orcid&logoColor=white)](https://orcid.org/0000-0002-1903-4687)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":310,"value":"$2d","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":750,"value":"-----\n![FAIR — Indicador de Madurez en Ciencia Abierta](https://raw.githubusercontent.com/Kahernandezg/Notebook-coding-bibliometric/main/figures/Fair.png)\n-----","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":236,"value":"$2e","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":206,"value":"$2f","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":285,"value":"

Base de datos de ECA: Estudios Centroamericanos 1965-2008

Fuente de la data: OpenAlex

","pinned":true,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":619,"value":"worksCsvKydhbpknwd4glvefnbdfdp = await FileAttachment(\"worksCsvKydhbpknwd4glvefnbdfdp@4.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"worksCsvKydhbpknwd4glvefnbdfdp","database":"$undefined"},{"id":288,"value":"

Mínimo de artículos por autor

El filtro permite la exclusión los autores con almenos un artículo registrado dentro de la base de datos y visualiza la concentración de la producción de los autores según el umbral que se delitimite

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":89,"value":"viewof minArticles = Inputs.range([1, filterBounds.maxArticles], { step: 1, value: 1, label: \"Mínimo de artículos por autor\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":295,"value":"

Mínimo de citas por autor

El filtro permite la exclusión los autores con almenos 1 o más citas identificadas dentro de la base de datos y visualiza el impacto citacinal de los autores según el umbral que se delitimite en el filtro

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":91,"value":"viewof minCitations = Inputs.range([0, filterBounds.maxCitations], { step: 1, value: 0, label: \"Mínimo de citas por autor\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":93,"value":"viewof selectedCountries = Inputs.select(filterBounds.countries, { multiple: true, label: \"País\", value: [] })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":410,"value":"viewof selectedRegions = Inputs.select(filterBounds.regions, { multiple: true, label: \"Región\", value: [] })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":300,"value":"

Búsqueda por región

El filtro permite la recuperación de registros en la base de datos según la región en la que se clasifica dentro de la base de datos como puede ser:

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":97,"value":"viewof yearFrom = Inputs.range([filterBounds.minYear, filterBounds.maxYear], { step: 1, value: filterBounds.minYear, label: \"Año desde\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":99,"value":"viewof yearTo = Inputs.range([filterBounds.minYear, filterBounds.maxYear], { step: 1, value: filterBounds.maxYear, label: \"Año hasta\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":303,"value":"

Búsqueda de autores + Cantidad de publicaciones del autor + Citas

El filtro permite la recuperación de autoridades en la base de datos ya sea por Nombre propio, Cantidad de artículos del mismo, Cantidad de citas y país

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":101,"value":"viewof authorQuery = Inputs.search(authorStats, { placeholder: \"Buscar autor…\", columns: [\"name\"] })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":103,"value":"viewof selectedAuthorRows = Inputs.table(authorQuery, {\n columns: [\"name\", \"articleCount\", \"citationCount\", \"countries\", \"regions\"],\n header: { name: \"Autor\", articleCount: \"# Artículos\", citationCount: \"# Citas\", countries: \"País(es)\", regions: \"Región(es)\" },\n rows: 12\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":623,"value":"Inputs.table(authorArticles, {\n columns: [\"title\", \"year\", \"citations\", \"authorsRaw\"],\n header: { title: \"Artículos del autor\", year: \"Año\", citations: \"Citas\", authorsRaw: \"Autores\" }\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":105,"value":"authorArticles = {\n if (!selectedAuthorRows || selectedAuthorRows.length === 0) return [];\n const names = new Set(selectedAuthorRows.map(d => d.name));\n return parsedWorks.filter(w => w.authorsList.some(n => names.has(n)));\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":307,"value":"

Búsqueda por título de la obra + Citas + Autores/as de la obra + Año de publicación de la obra + Citas

El filtro permite la recuperación de documentos por título del documento, fecha de publicación de la obra, Cantida de citas y Nombre propio de los autores/as

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":658,"value":"viewof TitleQuery = Inputs.search(worksCsvKydhbpknwd4glvefnbdfdp,{placeholder: \"Buscar por título…\", columns: [\"Title\"]})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":679,"value":"Inputs.table(TitleQuery, {\n columns: [\"Title\", \"Author\", \"Year\", \"Citation count\"],\n header: {\n Title: \"Título\",\n Author: \"Autor\",\n Year: \"Año\",\n \"Citation count\": \"Citas\"\n },\n rows: 20\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":4,"value":"$30","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":426,"value":"$31","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":119,"value":"keywordColumnCheck = {\n const normalizeKey = s => (s ?? \"\").toString().normalize(\"NFD\").replace(/[\\u0300-\\u036f]/g, \"\").toLowerCase().replace(/[^a-z0-9]/g, \"\");\n const keyMap = {};\n for (const k of Object.keys(worksCsvKydhbpknwd4glvefnbdfdp[0] || {})) keyMap[normalizeKey(k)] = k;\n return {\n keyword: keyMap[normalizeKey(\"keyword\")] || keyMap[normalizeKey(\"keywords\")] || \"(no encontrada)\",\n topic: keyMap[normalizeKey(\"topic\")] || keyMap[normalizeKey(\"topics\")] || \"(no encontrada)\",\n concept: keyMap[normalizeKey(\"concept\")] || keyMap[normalizeKey(\"concepts\")] || \"(no encontrada)\",\n id: keyMap[normalizeKey(\"id\")] || keyMap[normalizeKey(\"workid\")] || keyMap[normalizeKey(\"doi\")] || \"(no encontrada)\",\n filasTotales: worksCsvKydhbpknwd4glvefnbdfdp.length,\n filasIdsUnicos: new Set(worksCsvKydhbpknwd4glvefnbdfdp.map(r => r.id ?? r.doi ?? r.title)).size\n };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":123,"value":"keywordStats = {\n const works = Array.isArray(keywordWorks) ? keywordWorks : [];\n const freq = new Map();\n for (const w of works) {\n for (const kw of (w.keywordsList ?? [])) {\n if (!freq.has(kw.key)) freq.set(kw.key, { key: kw.key, label: kw.label, count: 0 });\n freq.get(kw.key).count++;\n }\n }\n return [...freq.values()].sort((a, b) => b.count - a.count);\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":121,"value":"$32","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":125,"value":"keywordFilterBounds = {\n const counts = keywordStats.map(k => k.count);\n const years = keywordWorks.map(w => w.year).filter(Boolean);\n return {\n maxFreq: Math.max(1, ...counts),\n minYear: years.length ? Math.min(...years) : 1946,\n maxYear: years.length ? Math.max(...years) : 2026,\n totalKeywords: keywordStats.length\n };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":127,"value":"viewof minKeywordFreq = Inputs.range([1, keywordFilterBounds.maxFreq], { step: 1, value: 2, label: \"Frecuencia mínima por keyword\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":129,"value":"viewof maxKeywordNodes = Inputs.range([5, Math.min(200, keywordFilterBounds.totalKeywords || 5)], { step: 5, value: 60, label: \"Máximo de keywords a mostrar\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":133,"value":"viewof minCooccurrence = Inputs.range([1, 20], { step: 1, value: 2, label: \"Co-ocurrencias mínimas por arista\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":135,"value":"viewof keywordYearFrom = Inputs.range([keywordFilterBounds.minYear, keywordFilterBounds.maxYear], { step: 1, value: keywordFilterBounds.minYear, label: \"Año desde\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":137,"value":"viewof keywordYearTo = Inputs.range([keywordFilterBounds.minYear, keywordFilterBounds.maxYear], { step: 1, value: keywordFilterBounds.maxYear, label: \"Año hasta\" })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":139,"value":"$33","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":143,"value":"keywordDebug = ({\n keywordWorks_tipo: typeof keywordWorks,\n keywordWorks_esArray: Array.isArray(keywordWorks),\n keywordWorks_largo: Array.isArray(keywordWorks) ? keywordWorks.length : \"N/A\",\n keywordStats_tipo: typeof keywordStats,\n keywordStats_esArray: Array.isArray(keywordStats),\n cooccurrenceData_tipo: typeof cooccurrenceData,\n cooccurrenceData_keys: cooccurrenceData ? Object.keys(cooccurrenceData) : \"undefined\",\n minKeywordFreq, maxKeywordNodes, minCooccurrence, keywordYearFrom, keywordYearTo\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":83,"value":"$34","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":141,"value":"$35","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":85,"value":"authorStats = {\n const map = new Map();\n for (const w of parsedWorks) {\n for (const name of w.authorsList) {\n if (!map.has(name)) {\n map.set(name, { name, articleCount: 0, citationCount: 0, countries: new Set(), regions: new Set(), years: new Set() });\n }\n const s = map.get(name);\n s.articleCount++;\n s.citationCount += w.citations;\n w.countryList.forEach(c => s.countries.add(c));\n w.regionList.forEach(r => s.regions.add(r));\n if (w.year) s.years.add(w.year);\n }\n }\n return [...map.values()]\n .map(s => ({ ...s, countries: [...s.countries], regions: [...s.regions], years: [...s.years].sort((a, b) => a - b) }))\n .sort((a, b) => b.articleCount - a.articleCount);\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":87,"value":"filterBounds = {\n const articleCounts = authorStats.map(a => a.articleCount);\n const citationCounts = authorStats.map(a => a.citationCount);\n const years = parsedWorks.map(w => w.year).filter(Boolean);\n return {\n maxArticles: Math.max(1, ...articleCounts),\n maxCitations: Math.max(0, ...citationCounts),\n minYear: years.length ? Math.min(...years) : 1946,\n maxYear: years.length ? Math.max(...years) : 2026,\n countries: [...new Set(authorStats.flatMap(a => a.countries))].sort(),\n regions: [...new Set(authorStats.flatMap(a => a.regions))].sort()\n };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":109,"value":"filteredWorks = {\n const passAuthor = a => {\n if (a.articleCount < minArticles) return false;\n if (a.citationCount < minCitations) return false;\n if (selectedCountries.length && !a.countries.some(c => selectedCountries.includes(c))) return false;\n if (selectedRegions.length && !a.regions.some(r => selectedRegions.includes(r))) return false;\n return true;\n };\n const eligibleAuthors = new Set(authorStats.filter(passAuthor).map(a => a.name));\n\n return parsedWorks.filter(w => {\n if (w.year && (w.year < yearFrom || w.year > yearTo)) return false;\n return w.authorsList.some(n => eligibleAuthors.has(n));\n });\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":177,"value":"

Coocurrencia de tópicos

\n\n

\n \n \n

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":420,"value":"$36","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":179,"value":"$37","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":178,"value":"$38","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":414,"value":"({\n titulo: authorData.name,\n autoresDetectados: authorData.children.length,\n primerosAutores: authorData.children.slice(0, 20)\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":417,"value":"csvDiagnosis = {\n const works = await FileAttachment(\n \"worksCsvKydhbpknwd4glvefnbdfdp@4.csv\"\n ).csv();\n\n return {\n totalRegistros: works.length,\n columnas: works.columns,\n primerRegistro: works[0],\n segundoRegistro: works[1],\n muestraDeColumnasConValores: Object.fromEntries(\n works.columns.map(column => [\n column,\n works.find(row => row[column] !== null && row[column] !== \"\")?.[column]\n ])\n )\n };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":422,"value":"$39","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":779,"value":"# Procedencia de las citas en ECA: Estudios Centromaericanos","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":763,"value":"redcWorks = {\n const url = new URL(\"https://api.openalex.org/works\");\n\n url.searchParams.set(\n \"filter\",\n \"primary_location.source.id:s4210199283,from_publication_date:1965-01-01,to_publication_date:2008-12-31\"\n );\n\n url.searchParams.set(\"sort\", \"cited_by_count:desc\");\n url.searchParams.set(\"per_page\", \"50\");\n\n const response = await fetch(url.href);\n\n if (!response.ok) {\n const errorText = await response.text();\n throw new Error(\n `OpenAlex respondió ${response.status}: ${errorText}`\n );\n }\n\n const json = await response.json();\n\n return {\n total: json.meta?.count || 0,\n works: json.results || []\n };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":769,"value":"redcCitingWorks = {\n const citingWorks = new Map();\n const errores = [];\n\n for (const work of redcWorks.works) {\n if (!work.id) continue;\n\n const workId = work.id\n .replace(\"https://openalex.org/\", \"\")\n .trim();\n\n const url = new URL(\"https://api.openalex.org/works\");\n\n url.searchParams.set(\"filter\", `cites:${workId}`);\n url.searchParams.set(\"per_page\", \"100\");\n\n const response = await fetch(url.href);\n\n if (!response.ok) {\n const message = await response.text();\n\n errores.push({\n workId,\n status: response.status,\n message\n });\n\n continue;\n }\n\n const json = await response.json();\n\n for (const citingWork of json.results || []) {\n if (citingWork.id) {\n citingWorks.set(citingWork.id, citingWork);\n }\n }\n }\n\n return {\n works: [...citingWorks.values()],\n errores\n };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":797,"value":"redcCitingWorksList = redcCitingWorks.works","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":786,"value":"$3a","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":775,"value":"countryFlag = code => {\n const country = String(code || \"\")\n .trim()\n .toUpperCase();\n\n if (!/^[A-Z]{2}$/.test(country)) {\n return \"🌐\";\n }\n\n return [...country]\n .map(letter =>\n String.fromCodePoint(\n 127397 + letter.charCodeAt(0)\n )\n )\n .join(\"\");\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":789,"value":"citacionesDebug = ({\n totalTrabajosEnPeriodo: redcWorks.total,\n trabajosRecuperados: redcWorks.works.length,\n trabajosCitantesUnicos: redcCitingWorks.length,\n paísesEncontrados: citacionesInfo.procedenciaCitas.length,\n primerosPaíses: citacionesInfo.procedenciaCitas.slice(0, 10)\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":814,"value":"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":777,"value":"$3b","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":804,"value":"import {Pack} from \"@d3/pack\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":815,"value":"Plot.plot({\n marks: [\n Plot.cell(weather.slice(-365), {\n x: d => d.date.getUTCDate(),\n y: d => d.date.getUTCMonth(),\n fill: \"temp_max\"\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W3c","stdlib":"1","titling":"auto"}} 2c:"$2b:body"