2b:null 2c:["$","title",null,{"children":"KMC - Obesidad | David Santiago Vargas Prada's Workspace | Observable"}] 31:T2bea,viewof targetVariableWithResult = { // Definir los valores mutables mutable selectedVariables = new Set(); // Para las variables seleccionadas mutable targetVariable = null; // Para la variable objetivo // Crear el contenedor principal const container = html`

`; // Sección: Selección de variable objetivo const label = html`Select Target Variable`; const input = html``; const suggestionBox = html``; const prioritizedAttribs = ["IQ12cat", "Overweightorobesity12m"]; const allAttribs = Object.keys(rawData[0] || {}).filter( (key) => !isNaN(rawData[0][key]) && !prioritizedAttribs.includes(key) ); // Lógica de autocompletar para la barra de búsqueda const updateSuggestions = (query) => { suggestionBox.innerHTML = ""; // Limpiar sugerencias if (query.trim() === "") { suggestionBox.style.display = "none"; return; } const filteredAttribs = allAttribs.filter((attr) => attr.toLowerCase().includes(query.toLowerCase()) ); if (filteredAttribs.length === 0) { suggestionBox.style.display = "none"; return; } filteredAttribs.forEach((attr) => { const listItem = html`

${attr}

`; listItem.addEventListener("click", () => { input.value = attr; suggestionBox.style.display = "none"; // Actualizar la variable objetivo mutable targetVariable = attr; // Deseleccionar cualquier variable sugerida container .querySelectorAll("input[name='suggestedVariable']") .forEach((radio) => (radio.checked = false)); // Vaciar las variables seleccionadas mutable selectedVariables = new Set(); // Eliminar las variables sugeridas renderizadas const resultsContainer = container.querySelector("#results"); if (resultsContainer) resultsContainer.remove(); // Actualizar visualmente la lista seleccionada selectedList.innerHTML = ""; }); suggestionBox.appendChild(listItem); }); suggestionBox.style.display = "block"; }; input.addEventListener("input", () => { updateSuggestions(input.value); }); // Checkboxes para variables sugeridas como objetivo const checkboxesContainer = html`

`; const checkboxesLabel = html`Suggested Variables for Potential Target`; prioritizedAttribs.forEach((attr) => { const checkbox = html` ${attr} `; checkbox.querySelector("input").addEventListener("change", () => { input.value = attr; suggestionBox.style.display = "none"; // Actualizar la variable objetivo mutable targetVariable = attr; // Vaciar las variables seleccionadas mutable selectedVariables = new Set(); // Eliminar las variables sugeridas renderizadas const resultsContainer = container.querySelector("#results"); if (resultsContainer) resultsContainer.remove(); // Actualizar visualmente la lista seleccionada selectedList.innerHTML = ""; // Limpiar la barra de búsqueda input.value = ""; }); checkboxesContainer.appendChild(checkbox); }); checkboxesContainer.prepend(checkboxesLabel); // Sección: Botón para fetch y mostrar resultados const button = html``; const message = html`

`; let result = null; const updateSelectedList = () => { const newSelectedVariables = new Set(); container.querySelectorAll("input[type='checkbox']:checked").forEach((input) => { newSelectedVariables.add(input.value); // Recoger variables seleccionadas }); mutable selectedVariables = new Set([...newSelectedVariables]); // Notificar cambios selectedList.innerHTML = ""; newSelectedVariables.forEach((value) => { const listItem = html`

${value}

`; selectedList.appendChild(listItem); }); }; // Sección: Lista de variables seleccionadas const selectedListContainer = html`

Selected Variables for the Classifier:

`; const selectedList = html`

`; // Función para manejar el fetch button.addEventListener("click", async () => { if (!mutable targetVariable) { message.textContent = "Please select a valid target variable."; message.style.color = "red"; return; } message.textContent = "Fetching suggested variables..."; message.style.color = "#333"; try { const response = await fetch("http://127.0.0.1:8000/run-script1/", { method: "POST", headers: { "Content-Type": "application/json" }, body: JSON.stringify({ target_variable: mutable targetVariable }), }); if (!response.ok) { throw new Error(`Error: ${response.statusText}`); } result = await response.json(); message.textContent = `Suggested Variables for "${mutable targetVariable}" fetched successfully!`; message.style.color = "green"; renderResults(result, mutable targetVariable); } catch (error) { console.error("Error fetching variables:", error); message.textContent = "Failed to fetch suggested variables."; message.style.color = "red"; } }); const renderResults = (data, targetVariable) => { const { top_20_by_model_importance, top_20_by_correlation } = data; const addCheckboxListener = (input, value) => { input.addEventListener("change", updateSelectedList); }; // Sección: Variables sugeridas por importancia y correlación const importanceList = html`

Top 10 by Model Importance ${top_20_by_model_importance .slice(0, 10) .map((item) => { const input = html``; addCheckboxListener(input, item.Feature); return html` ${input} ${item.Feature} (Importance: ${item.Importance.toFixed(4)}) `; })}

`; const correlationList = html`

Top 10 by Correlation ${top_20_by_correlation .slice(0, 10) .map((item) => { const input = html``; addCheckboxListener(input, item.Feature); return html` ${input} ${item.Feature} (Correlation: ${item.Correlation.toFixed(4)}) `; })}

`; // Sección: Variables adicionales con barra de búsqueda const additionalVars = allAttribs.filter( (v) => ![...prioritizedAttribs, ...top_20_by_model_importance.map((x) => x.Feature), ...top_20_by_correlation.map((x) => x.Feature)].includes(v) ); const additionalSection = html`

Additional Variable Selection

`; const searchBox = additionalSection.querySelector("input"); const list = additionalSection.querySelector("ul"); const renderAdditionalList = (query = "") => { list.innerHTML = ""; additionalVars .filter((v) => v.toLowerCase().includes(query.toLowerCase())) .forEach((v) => { const input = html``; addCheckboxListener(input, v); const item = html`

${input} ${v}

`; list.appendChild(item); }); }; searchBox.addEventListener("input", () => renderAdditionalList(searchBox.value)); renderAdditionalList(); // Renderizar resultados const resultsContainer = html`

`; resultsContainer.appendChild(importanceList); resultsContainer.appendChild(correlationList); resultsContainer.appendChild(additionalSection); if (container.querySelector("#results")) { container.querySelector("#results").remove(); } resultsContainer.id = "results"; container.appendChild(resultsContainer); }; // Agregar elementos al contenedor principal container.appendChild(label); container.appendChild(input); container.appendChild(suggestionBox); container.appendChild(checkboxesContainer); container.appendChild(button); container.appendChild(message); container.appendChild(selectedListContainer); container.appendChild(selectedList); return container; }; 32:T93c,viewof classificationInput = { const button = html``; const message = html`

`; // Contenedor para el botón y el mensaje const container = html`

`; container.appendChild(button); container.appendChild(message); // Datos obtenidos let classificationData = null; // Función para hacer la llamada a la API const fetchClassificationData = async () => { const variablesToUse = Array.from(selectedVariables); const finDateValue = finDate.toISOString().split("T")[0]; const initDateValue = initDate.toISOString().split("T")[0]; message.textContent = "Fetching data from API..."; message.style.color = "#333"; try { const response = await fetch("http://127.0.0.1:8000/run-script2/", { method: "POST", headers: { "Content-Type": "application/json" }, body: JSON.stringify({ target_variable: targetVariable, variables_to_use: variablesToUse, fecha_inicio: initDateValue, fecha_fin: finDateValue, anos_por_periodo: period }) }); if (!response.ok) { throw new Error(`Error: ${response.statusText}`); } classificationData = await response.json(); // Asume que el API devuelve JSON message.textContent = "Data fetched successfully!"; message.style.color = "green"; } catch (error) { console.error("Error fetching classification data:", error); message.textContent = "Failed to fetch data. Check the console for details."; message.style.color = "red"; } }; // Añadir evento al botón button.addEventListener("click", async () => { await fetchClassificationData(); if (classificationData) { // Retorna los datos obtenidos para usarlos en otros bloques container.value = classificationData; container.dispatchEvent(new CustomEvent("input")); } }); return container; }; 33:T8d0,viewof char = { if (classificationRaw.length > 1) { return Plot.plot({ marginTop: 30, marginRight: 50, // Incrementar margen derecho para evitar corte width: width, color: { legend: true }, title: "Importance of Variables Over Time", // Título agregado marks: [ Plot.ruleY([0]), // Líneas verticales punteadas Plot.ruleX(classification.samples, { x: (d) => d.fecha, strokeDasharray: 10 }), // Textos en las líneas verticales Plot.text(classification.samples, { x: (d) => d.fecha, frameAnchor: "top", dy: -30, text: (d) => `${d.value} samples` }), // Líneas de datos principales Plot.lineY(classification.data, { x: (d) => d.fecha, y: (d) => d.value, z: (d) => d.var, stroke: (d) => d.var }), // Líneas de precisión punteadas Plot.lineY(classification.precision, { x: (d) => d.fecha, y: (d) => d.value, z: (d) => d.var, strokeDasharray: 4 }), // Etiquetas para las líneas de precisión Plot.text(classification.precision, { x: (d) => d.fecha, y: (d) => d.value, text: (d) => `Recall: ${d.value.toFixed(2)}`, dy: -10, // Desplazamiento vertical del texto dx: 10, // Desplazamiento horizontal fill: "black" // Color del texto }) ] }); } else { return Plot.plot({ title: "Importance of Variables", subtitle: `Recall: ${classification.precision[0].value.toFixed(2)}`,// Título agregado marginRight: 50, // Incrementar margen derecho para evitar corte width: width, height: 400, // Ajusta la altura si es necesario color: { legend: true }, marks: [ Plot.ruleY([0]), // Barras verticales para los datos Plot.barY(classification.data, { x: (d) => d.var, y: (d) => d.value, fill: (d) => d.var }), // Línea de precisión punteada Plot.ruleY([classification.precision[0].value], { strokeDasharray: 4 }) ], }); } }; 34:Tc31,viewof confusionMatrices = { const container = html`

`; classificationRaw.forEach((entry, index) => { const { verdaderos_positivos: truePositives, verdaderos_negativos: trueNegatives, Falsos_positivos: falsePositives, Falsos_negativos: falseNegatives, Fecha_ini: startDate, Fecha_fin: endDate, F1_score: f1Score, recall, precision } = entry; // Contenedor principal para la matriz y estadísticas const rowContainer = html`

`; // Tabla de la matriz de confusión const table = html`

Confusion Matrix (${index + 1})
Period: ${startDate} to ${endDate}
Actual \\ Predicted	Positive	Negative
Positive	${truePositives}	${falseNegatives}
Negative	${falsePositives}	${trueNegatives}

`; // Contenedor para las estadísticas const statsContainer = html`

Statistics

F1 Score: ${f1Score.toFixed(4)}

Recall: ${recall.toFixed(4)}

Precision: ${precision.toFixed(4)}

`; // Agregar tabla y estadísticas al contenedor principal rowContainer.appendChild(table); rowContainer.appendChild(statsContainer); // Agregar el contenedor de la fila al contenedor principal container.appendChild(rowContainer); }); return container; }; 35:[{"id":"9fc44e64e24bfbc046f8936d49c4b9dfa2e4e1110058134944b0f3f0bae02e09cfcdb175ba75f6377ab17bdeff03c45631d538c4a037de74ba08e668e2e2977d","href":"https://static.observableusercontent.com/files/9fc44e64e24bfbc046f8936d49c4b9dfa2e4e1110058134944b0f3f0bae02e09cfcdb175ba75f6377ab17bdeff03c45631d538c4a037de74ba08e668e2e2977d","name":"baseRandom.zip","type":"application/zip","lastModified":1727373741701.162,"size":35177010},{"id":"bbca2809a853a6996e4f17d314b8f7863242eec88f355b31c18a7fe20309d38134dc9e58fcb4f3db0ca8b199c1636fa19af060419cc868d750cee91e0d58681b","href":"https://static.observableusercontent.com/files/bbca2809a853a6996e4f17d314b8f7863242eec88f355b31c18a7fe20309d38134dc9e58fcb4f3db0ca8b199c1636fa19af060419cc868d750cee91e0d58681b","name":"TimeSearcher@2.js","type":"application/javascript","lastModified":1727373741701.162,"size":179786},{"id":"13660867b6641cbaf7478394acd647fb6d1800838ec215159138e2930d1bf0d3cccf10971768b911649b5b4f4f5497419600c2fe62ac396823295e74db9baf7d","href":"https://static.observableusercontent.com/files/13660867b6641cbaf7478394acd647fb6d1800838ec215159138e2930d1bf0d3cccf10971768b911649b5b4f4f5497419600c2fe62ac396823295e74db9baf7d","name":"image.png","type":"image/png","lastModified":1732219020302.781,"size":10446}] 2f:{"id":"23c2602b996e0d64","slug":null,"title":"KMC - Obesidad","thumbnail":"e77a902867c53f2e20280f1cbec36b331e493559843e2ef3651a520559d45a3a","access_level":"public","create_time":"$D2024-09-26T18:02:21.701Z","update_time":"$D2024-12-05T08:45:10.660Z","view_time":null,"first_public_time":"$D2024-09-26T18:18:05.719Z","has_unpublished_edits":null,"fork":true,"stars":0,"starred":false,"owner":{"type":"team","id":"c955fa0d2d8ceb01","login":"david-santiago-vargas-prada-ws","name":"David Santiago Vargas Prada's Workspace","avatar_url":"https://avatars-next.observableusercontent.com/ed56cd8d9359eedbcd7cbcd462184eb306fdfbaab18f57d46c24519da1ecfbdf","tier":"starter_2024","bio":""},"version":1469,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"a675ccd5bb91edce","login":"david-santiago-vargas-prada","name":"David Santiago Vargas Prada","avatar_url":"https://avatars-next.observableusercontent.com/086fbac6ff4fbf6ab3754486b6a27bb93bb83946a6caf1bc6bb090f60f7279a6","tier":null,"bio":""}],"members":[{"type":"individual","id":"a675ccd5bb91edce","login":"david-santiago-vargas-prada","name":"David Santiago Vargas Prada","avatar_url":"https://avatars-next.observableusercontent.com/086fbac6ff4fbf6ab3754486b6a27bb93bb83946a6caf1bc6bb090f60f7279a6","tier":null,"role":"editor"},{"type":"team","id":"c955fa0d2d8ceb01","login":"david-santiago-vargas-prada-ws","name":"David Santiago Vargas Prada's Workspace","avatar_url":"https://avatars-next.observableusercontent.com/ed56cd8d9359eedbcd7cbcd462184eb306fdfbaab18f57d46c24519da1ecfbdf","tier":"starter_2024","role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":1,"collection":null,"type":"notebook","body":{"titling":"auto","title":"KMC - Obesidad","cells":[{"id":0,"value":"# KMC - Obesidad\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":249,"value":"# Analysis sample","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":196,"value":"viewof attribs = {\n const allAttribs = Object.keys(rawData[0]);\n\n return searchCheckbox(allAttribs, {\n label: \"Atributos\",\n height: 150,\n\n value: [\"RCIUpeso\", \"RCIUtalla\", \"RCIUPC\"]\n });\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":252,"value":"# Group A","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":211,"value":"viewof nameG1 = Inputs.text({ label: \"Name of group: \", value: \"Group A\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":168,"value":"viewof G1 = FacetedSearch(rawData, {\n attribs: attribs\n //filterData: filterDataJS\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":255,"value":"# Group B","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":213,"value":"viewof nameG2 = Inputs.text({ label: \"Name of group: \", value: \"Group B\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":172,"value":"viewof G2 = FacetedSearch(rawData, {\n attribs: attribs\n //filterData: filterDataJS\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":299,"value":"# Render Settings","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":70,"value":"viewof yVariable = Inputs.select(PosibleVariables, {\n label: \"Select variable to view\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":268,"value":"viewof selectedAlpha = Inputs.range([0, 1], {\n value: 0.4,\n label: \"Selected Alpha\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":270,"value":"viewof noSelectedAlpha = Inputs.range([0, 1], {\n value: 0.2,\n label: \"No selected Alpha\"\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":920,"value":"viewof maxTimeLines = Inputs.range([0, 70000], {\n value: 10000,\n label: \"Maximun number of TimeLines\",\n step: 1\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":930,"value":"viewof YDomain = interval(\n d3.extent(stageData, (d) => d[yVariable]),\n { label: \"Select Y Domain\", value: this?.value }\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":515,"value":"# TimeSearcher Vis","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":39,"value":"viewof selected = TimeSearcher(stageData, {\n x: \"__time\",\n y: yVariable,\n id: \"Idenfinal\",\n yDomain: YDomain,\n color: \"__group\",\n showGrid: true,\n defaultAlpha: 0.2,\n selectedAlpha: selectedAlpha,\n noSelectedAlpha: noSelectedAlpha,\n maxTimelines: maxTimeLines,\n\n _this: this\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":530,"value":"selected","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1131,"value":"selectedAll","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":88,"value":"StatisticalCard(selectedAll, {\n config: configImpact,\n colorScale: selected.groupsColorScale\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":132,"value":"comparisionCard(selectedAll, {\n config: configImpact,\n colorScale: selected.groupsColorScale,\n width: width\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1182,"value":"# Classifier","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":145,"value":"$31","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":481,"value":"# Model Period Configuration","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":656,"value":"viewof initDate = Inputs.date({ label: \"Select init Time\", required: true })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":662,"value":"viewof finDate = Inputs.date({ label: \"Select fin Time\", required: true })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":693,"value":"viewof period = Inputs.number({ label: \"Period in years\", value: 1 })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":801,"value":"$32","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":561,"value":"$33","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1362,"value":"$34","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":836,"value":"classificationRaw = classificationInput","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":997,"value":"# Export Groups","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":1106,"value":"htl.html` ${dG1}\n ${dG2}\n ${dGa}\n ${dGb}`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":92,"value":"# Some Stuff","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":1103,"value":"dGb = download(\n async () => {\n let groupIds = G2.map((d) => d.Idenfinal);\n let fileA = new Blob([\"Idenfinal\\n\" + groupIds.join(\"\\n\")], {\n type: \"text/plain\"\n });\n },\n nameG2 + \".csv\",\n \"Save \" + nameG2\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1096,"value":"dGa = download(\n async () => {\n let groupIds = G1.map((d) => d.Idenfinal);\n let fileA = new Blob([\"Idenfinal\\n\" + groupIds.join(\"\\n\")], {\n type: \"text/plain\"\n });\n },\n nameG1 + \".csv\",\n \"Save \" + nameG1\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1068,"value":"dG1 = download(\n async () => {\n let it = selected.entries();\n let entry = it.next().value;\n let ids = Array.from(entry[1].keys());\n\n let file = new Blob([\"Idenfinal\\n\" + ids.join(\"\\n\")], {\n type: \"text/plain\"\n });\n return file;\n },\n \"Group 1.csv\",\n \"Save Group 1\"\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1085,"value":"dG2 = download(\n async () => {\n Promises.delay(1000);\n let it = selected.entries();\n let entry = it.next().next().value;\n if (!entry) {\n return null;\n }\n let ids = Array.from(entry[1].keys());\n\n let file = new Blob([\"Idenfinal\\n\" + ids.join(\"\\n\")], {\n type: \"text/plain\"\n });\n return file;\n },\n \"Group 2.csv\",\n \"Save Group 2\"\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":102,"value":"selectedAll = {\n let newData = new Map();\n Array.from(selected).forEach((g) => {\n let Gid = selected.status.get(g[0]).id;\n let selectedIds = rawData.filter((d) => g[1].has(d.Idenfinal));\n newData.set(Gid, selectedIds);\n });\n return newData;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":143,"value":"configImpact = {\n let object = [];\n attribsImpact.forEach((d) => {\n let statistics = [\"mean\", \"deviation\"];\n let comparison = [\"anova\"];\n let o = { name: d, var: d, statistics: statistics, comparison: comparison };\n object.push(o);\n });\n return object;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":985,"value":"generateExportFile = function (Ids, name) {\n let content = Ids.join(\"\\n\");\n let file = new Blob([content], { type: \"text/plain\" });\n return DOM.download(file, name + \".csv\", name);\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7,"value":"# Data","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":1374,"value":"attribsImpact = {\n // Crear un conjunto para almacenar la unión\n const unionSet = new Set();\n\n // Agregar la variable objetivo, si está definida\n if (targetVariable) {\n unionSet.add(targetVariable);\n }\n\n // Agregar las variables seleccionadas\n for (const variable of selectedVariables) {\n unionSet.add(variable);\n }\n\n // Devolver la unión como un array para facilitar su uso\n return Array.from(unionSet);\n}\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1310,"value":"mutable targetVariable = null;\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1303,"value":"mutable selectedVariables = new Set();","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":217,"value":"rawDataGrups = {\n let set1 = new Set(G1.map((d) => d.Idenfinal));\n let set2 = new Set(G2.map((d) => d.Idenfinal));\n let aux = [];\n rawData.forEach((d) => {\n let id = d.Idenfinal;\n if (set1.has(id)) {\n d.__group = nameG1;\n aux.push(d);\n } else if (set2.has(id)) {\n d.__group = nameG2;\n aux.push(d);\n }\n });\n return aux;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":18,"value":"rawData = FileAttachment(\"baseRandom.zip\")\n .zip()\n .then((res) => res.file(\"baseRandom.csv\").csv({ typed: true }))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":569,"value":"classification = {\n let parser = d3.timeParse(\"%Y-%m-%d\");\n let data = [];\n let precision = [];\n let samples = [];\n classificationRaw.forEach((d) => {\n let fecha = parser(d.Fecha_ini);\n data.push(\n Object.entries(d.importancia_atributo).map((d) => {\n return { value: d[1], var: d[0], fecha: fecha };\n })\n );\n precision.push({ value: d.recall, var: \"Precision\", fecha: fecha });\n samples.push({ value: d[\"Total muestras\"], var: \"NSamples\", fecha: fecha });\n });\n\n return { data: data.flat(), precision: precision, samples: samples };\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":42,"value":"stageData = transformData(rawDataGrups, \"Idenfinal\", stages, \"__group\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":954,"value":"Object.keys(stageData[0])","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":68,"value":"PosibleVariables = {\n let aux = Object.keys(stageData[0]).slice(5);\n aux.push(\"LecheMaternaExclusiva\", \"ConLecheMaterna\");\n return aux;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":9,"value":"# Imports","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":175,"value":"import { FacetedSearch } from \"@john-guerra/faceted-search\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":147,"value":"import { searchCheckbox } from \"@john-guerra/search-checkbox\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":84,"value":"import { comparisionCard } from \"@ivelascog/comparison-cards\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":82,"value":"import { StatisticalCard, config } from \"@ivelascog/statistical-card\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":12,"value":"import { transformData, stages } from \"@ivelascog/to-stages\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":315,"value":"import { interval } from \"@mootari/range-slider\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":385,"value":"import { Swatches } from \"@d3/color-legend\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":439,"value":"import { button } from \"@jeremiak/download-data-button\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1063,"value":"import { download } from \"@mbostock/lazy-download\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5,"value":"TimeSearcher = {\n try {\n return await require(`http://localhost:8080/dist/TimeSearcher.js?${Date.now()}`);\n } catch (e) {\n try {\n return await require(await FileAttachment(\"TimeSearcher@2.js\").url());\n } catch (e) {\n return await require(\"time-searcher-plus@0.0.24\");\n }\n }\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W35","stdlib":"1"}} 30:"$2f:body"