25:["$","title",null,{"children":"Student Stress Factors | Student Stress | Observable"}] 49:Tbe7,function calculateStress(){ let predicted_stress = mental_health_survey_data; let temp_stress; let message = "Based on the average stress levels of students with similar experiences, the prediced stress for a student:"; let putWith = false; let havePrev = false; if (course !== undefined && course !== null) { temp_stress = predicted_stress.filter((result) => (result.Course === course)); if (temp_stress.length > 0) { predicted_stress = temp_stress; } message += " studying in the " + course + " field"; havePrev = true; } if (extracurriculars !== undefined && extracurriculars !== null) { temp_stress = predicted_stress.filter((result) => (result.Extracurricular_Involvement === extracurriculars)); if (temp_stress.length > 0) { predicted_stress = temp_stress; } if (havePrev) { message += ","; } if (!putWith) { message += " with"; putWith = true; } message += " " + extracurriculars + " extracurricular activity involvement"; havePrev = true; } if (financial_stress !== undefined && financial_stress !== null) { temp_stress = predicted_stress.filter((result) => (result.Financial_Stress === financial_stress)); if (temp_stress.length > 0) { predicted_stress = temp_stress; } if (havePrev) { message += ","; } if (!putWith) { message += " with"; putWith = true; } message += " " + levelToCategory[financial_stress] + " financial stress"; havePrev = true; } if (residence !== undefined && residence !== null) { temp_stress = predicted_stress.filter((result) => (result.Residence_Type === residence)); if (temp_stress.length > 0) { predicted_stress = temp_stress; } if (havePrev) { message += ","; } message += " living " + residence; havePrev = true; } if (social_support !== undefined && social_support !== null) { temp_stress = predicted_stress.filter((result) => (result.Social_Support === social_support)); if (temp_stress.length > 0) { predicted_stress = temp_stress; } if (havePrev) { message += ","; } if (!putWith) { message += " with"; putWith = true; } message += " " + social_support + " social support "; havePrev = true; } if (counseling !== undefined && counseling !== null) { temp_stress = predicted_stress.filter((result) => (result.Counseling_Service_Use === counseling)); if (temp_stress.length > 0) { predicted_stress = temp_stress; } if (havePrev) { message += ","; } message += " " + counseling + " seeking counceling services"; havePrev = true; } const len = predicted_stress.length; // Average amount of stress over all survey results with the same values, rounded to whole num const predicted_stress_measure = Math.round(predicted_stress .map(result => parseFloat(result.Stress_Level)) .reduce((prev, next) => prev + next) / len); message += " is approximately " + levelToCategory[predicted_stress_measure] + "."; return {level: predicted_stress_measure, message}; }4a:T886,stress_predictor = html`

${viewof course} ${viewof extracurriculars} ${viewof financial_stress} ${viewof residence} ${viewof social_support} ${viewof counseling}

${viewof getResult}

${CategoryGauge(gauge_categories(getResult), gauge_config)}

${getResult != null ? printResult(getResult) : ""}

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Factors","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":90,"value":"** Useful Imports **","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":92,"value":"d3 = require(\"d3@5\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":95,"value":"margin = ({ top: 50, right: 50, bottom: 50, left: 50})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":98,"value":"height = 300","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":79,"value":"** Educational Cost data: **","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":75,"value":"await FileAttachment(\"educational_cost.csv\").csv({typed: \"auto\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":77,"value":"educational_cost_csv = FileAttachment(\"educational_cost.csv\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":84,"value":"educational_cost_data = d3.csvParse(await educational_cost_csv.text())","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":103,"value":"** Education related costs over time **","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":29,"value":"** Student mental health survey data: **\n\nThe following is survey data collected on students' mental health assessments including mental health level scores and life circumstance and demographic factors:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":13,"value":"students_mental_health_survey_csv = FileAttachment(\"students_mental_health_survey.csv\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":21,"value":"mental_health_survey_data = d3.csvParse(await students_mental_health_survey_csv.text())","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":10,"value":"await FileAttachment(\"students_mental_health_survey.csv\").csv({typed: \"auto\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":344,"value":"**Various mental health levels graph:**","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":550,"value":"import {Plot} from \"@mkfreeman/plot-tooltip\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":269,"value":"sda_bar_chart = {\n const data = mental_health_survey_data;\n\n let new_data = [];\n for (let i = 0; i < 6; i++) {\n const stress_stat = data.filter((result) => (result.Stress_Level === \"\" + i)).length / data.length;\n new_data.push({Stress_Level: levelToCategory[i], Percentage: stress_stat})\n }\n \n let g = Plot.plot({\n x: {label: \"Stress Level →\", domain: [levelToCategory[0], levelToCategory[1], levelToCategory[2], levelToCategory[3], levelToCategory[4], levelToCategory[5]]},\n y: {label: \"↑ Frequency Amongst Students\", tickFormat: \"p\", grid: true},\n marks: [\n Plot.barY(new_data, \n {x: \"Stress_Level\",\n y: \"Percentage\",\n fill: \"#3691b0\",\n title: (bar) => `${Math.round(bar.Percentage * 10000) /100}%`\n }),\n Plot.gridY({stroke: \"#FFF\", strokeOpacity: 0.5}),\n Plot.ruleY([0])\n ]\n });\n\n return g;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":348,"value":"**Interactive stress predictor visualization**","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":380,"value":"Area of study dropdown:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":35,"value":"viewof course = Inputs.select([\"Medical\", \"Law\", \"Computer Science\", \"Business\", \"Engineering\", \"Others\"], {label: \"Select area of study\", default: \"Law\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":378,"value":"Extracurricular Activities radio:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":50,"value":"viewof extracurriculars = Inputs.radio([\"Low\", \"Moderate\", \"High\"], {label: \"Select level of involvement in extracurricular activities\", value: \"A\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":376,"value":"Financial stress slider:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":38,"value":"viewof financial_stress = Inputs.range([0, 5], {label: \"Select amount of financial pressure expereinced (low to high)\", step: 1})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":384,"value":"Residence radio:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":382,"value":"viewof residence = Inputs.radio([\"On-Campus\", \"Off-Campus\", \"With Family\"], {label: \"Select residence type\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":370,"value":"Counseling radio:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":62,"value":"viewof counseling = Inputs.radio([\"Never\", \"Ocassionally\", \"Frequently\"], {label: \"Select frequency of using counceling services\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":390,"value":"Social support slider:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":388,"value":"viewof social_support = Inputs.radio([\"Low\", \"Moderate\", \"High\"], {label: \"Select amount of recieved social support\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":368,"value":"Calculate Predicted Stress 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