2e:null 2f:["$","title",null,{"children":"Diffusion of Information Model Comparison | Chathura Jayalath | Observable"}] 34:T145e,function generateGraph(measure, dataset, titletxt, tickangle=0, prefix="", dist=7, ymax=110) { let trace_line_list = [] let trace_num_list = [] let annot_list = [] let tick_text_list = [] let tick_point_list = [] let disp = [] let d3colors = Plotly.d3.scale.category10(); let startIdx = 0; let orderedModels = ["BRRM", "DWM", "ICM", "LFTM", "SLFTM", "LATM", "SLATM"]; for (let modelIdx = 0; modelIdx < 7; ++modelIdx) { let modelName = orderedModels[modelIdx]; let model_measure = dataset[modelName][measure]; let values = getAttributeData(model_measure, measure).map(x => Math.abs(x)); let vsum = d3.sum(getAttributeData(dataset[modelName]["ST"], "ST").map(x => Math.abs(x))); values = values.map(x => 100 * x / vsum); let valueconfs = getAttributeData(model_measure, measure + "_conf"); valueconfs = valueconfs.map(x => 100 * x / vsum); let valueminusconfs = valueconfs.map(x => x); for(let j=0; j i + startIdx).map(e => tick_point_list.push(e)) let line_obj = ({ x:Array (termlabels.length).fill(0).map((x,i) => i + startIdx), y: values, error_y: { type: 'data', array: valueconfs, arrayminus: valueminusconfs }, type: 'bar', // 'scatter' mode: 'markers', marker: {size:10, color: cols[modelName]}, name: modelName + ' ' + measure }) let num_lables_obj = ({ x:Array(termlabels.length).fill(0).map((x,i) => i + startIdx - 0.5),//[-.15,0.85,1.85], //x:[11.85,12.85,13.85], y: values.map((x,j) => x + dist * ((Math.abs(values[j-1] - x) < dist) ? 2 : 1) * ((x < 50) ? 1 : -1)), text: values.map(x => x.toFixed(1) ), type: 'scatter', mode: 'text', textfont: { //family: 'sans serif', size: 16, //color: cols[modelName] }, name: modelName + ' ' + measure }) let annot_obj = ({ xref: 'x', yref: 'paper', x: (startIdx + startIdx + termlabels.length - 1.0) / 2.0, xanchor: 'center', y: 1, yanchor: 'bottom', text: modelName, showarrow: false, font: { //family: 'sans serif', size: 24, color: cols[modelName] } }) let annot_obj_value = ({ xref: 'x', yref: 'paper', x: (startIdx + startIdx + termlabels.length - 1.0) / 2.0, xanchor: 'center', y: 0.9, yanchor: 'bottom', text: vsum.toFixed(3), showarrow: false, font: { //family: 'sans serif', size: 20, color: cols[modelName] } }) trace_line_list.push(line_obj); trace_num_list.push(num_lables_obj); annot_list.push(annot_obj); //annot_list.push(annot_obj_value); termlabels.forEach(e => tick_text_list.push(e)); disp.push(values); startIdx += termlabels.length + 1; } let layout = { height: 400, width: 1200, grid: {columns:1, rows:1, subplots:[['xy']]}, title: titletxt, showlegend:false, yaxis : { title: { text: prefix + 'Percentage of \u03D5_F
Variance Explained', standoff:10, font:{ size:17, }, automargin: true, }, ticklabelposition: "inside", //ticklabelstep: 2, //range: [-0.2,1], mode: 'array', tickfont:{ size : 18 }, tickvals: Array(11).fill(0).map((x,i) => i * 20), ticktext: Array(11).fill(0).map((x,i) => (i * 20) + '%'), range: [-10,ymax] }, xaxis : { //title: {text: 'Term'}, zeroline : false, tickvals: tick_point_list, ticktext: tick_text_list.map(x => getHTMLsymbol(x)), tickfont:{ size : 24 }, tickangle: tickangle }, annotations: annot_list }; const div = DOM.element('div') Plotly.newPlot(div,trace_line_list.concat(trace_num_list),layout) return div 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32:{"id":"5d8af50ec34cc53a","slug":"doi-model-comparison","title":"Diffusion of Information Model Comparison","thumbnail":"e8a20c671301c77eaf9fe9786828d82e2d8533c7b6049425cd582ce5be648eb5","access_level":"public","create_time":"$D2023-03-31T19:16:30.092Z","update_time":"$D2023-04-24T07:52:50.632Z","view_time":null,"first_public_time":"$D2023-03-31T19:16:30.092Z","has_unpublished_edits":null,"fork":false,"stars":1,"starred":false,"owner":{"type":"team","id":"faa67bfd1359f951","login":"deamonpog","name":"Chathura Jayalath","avatar_url":"https://avatars-next.observableusercontent.com/1bc13a0724d43e94c26de301357a2897d22e5c4e01e7f160ea8fba232ef861f1","tier":"starter_2024"},"version":649,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"5fe81dea2f61079a","login":"deamonpog","name":"Chathura 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William Rand, Chathurani Seneviratne, and Ivan Garibay. ","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":473,"value":"## Final Fraction (ɸ_F)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":310,"value":"generateGraph(\"ST\", data_ff, \"ST of Models vs \\u03D5_F\", 0,\"Total \")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":314,"value":"generateGraph(\"S1\", data_ff, \"S1 of Models vs \\u03D5_F\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":316,"value":"generateGraph(\"S2\", data_ff, \"S2 of Models vs \\u03D5_F\", -75, \"\", 3, 43)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":480,"value":"## NPV","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":482,"value":"generateGraph(\"ST\", data_npv, \"ST of Models vs NPV\", 0,\"Total \")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":486,"value":"generateGraph(\"S1\", data_npv, \"S1 of Models vs NPV\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":488,"value":"generateGraph(\"S2\", data_npv, \"S2 of Models vs NPV\", -75, \"\", 3, 43)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":628,"value":"## Graph generation function","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":4,"value":"$34","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":624,"value":"## Symbols","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":219,"value":"function getHTMLsymbol(termName) {\n if(termName in var_to_symb){\n return var_to_symb[termName];\n }else{\n return termName.slice(1,-1).split(\", \").map(x => getHTMLsymbol(x.slice(1, -1))).join(' ');\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":6,"value":"var_to_symb = ({\n 'init_infection':'\\u03D5\\u2080',\n 'beta':'\\u03B2',\n 'BRRM_q':'q_b',\n 'ICM_q':'q',\n 'LFTM_t':'\\u03B8',\n 'SLFTM_t':'\\u03B8',\n 'SLFTM_p':'p_\\u03C9',\n 'LATM_t':'\\u03C8',\n 'SLATM_t':'\\u03C8',\n 'SLATM_p':'p_\\u03C9',\n 'DWM_dt' : 'k',\n 'DWM_q' : 'p_c'\n })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":622,"value":"## Colors","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":408,"value":"pdefColors = [\"#F8766D\",\"#7CAE00\",\"#00BFC4\",\"#C77CFF\", \"#D89000\", \"#A3A500\", \"#39B600\", \"#00BF7D\", \"#00B0F6\", \"#9590FF\", \"#E76BF3\", \"#FF62BC\"]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":410,"value":"cols = ({'BRRM': pdefColors[0], 'ICM': pdefColors[1], 'LFTM': pdefColors[2], 'LATM': pdefColors[3], 'SLFTM': pdefColors[4], 'DWM': pdefColors[7], 'SLATM': pdefColors[6] })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":140,"value":"//rstudioColors = [\"#F8766D\",\"#7CAE00\",\"#00BFC4\",\"#C77CFF\", \"#D89000\", \"#A3A500\", \"#39B600\", \"#00BF7D\", \"#00B0F6\", \"#9590FF\", \"#E76BF3\", \"#FF62BC\"]","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":620,"value":"## Data","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":14,"value":"data_ff = ({\n \"LATM\" : {\"S1\":latm_s1, \"S2\":latm_s2, \"ST\":latm_st},\n \"SLATM\" : {\"S1\":slatm_s1, \"S2\":slatm_s2, \"ST\":slatm_st},\n \"LFTM\" : {\"S1\":lftm_s1, \"S2\":lftm_s2, \"ST\":lftm_st},\n \"SLFTM\" : {\"S1\":slftm_s1, \"S2\":slftm_s2, \"ST\":slftm_st},\n \"ICM\" : {\"S1\":icm_s1, \"S2\":icm_s2, \"ST\":icm_st},\n \"BRRM\" : {\"S1\":brrm_s1, \"S2\":brrm_s2, \"ST\":brrm_st},\n \"DWM\" : {\"S1\":dwm_s1, \"S2\":dwm_s2, \"ST\":dwm_st},\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":87,"value":"latm_s1 = FileAttachment(\"LATM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":88,"value":"latm_s2 = FileAttachment(\"LATM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":90,"value":"latm_st = FileAttachment(\"LATM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":16,"value":"slatm_s1 = FileAttachment(\"SLATM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":22,"value":"slatm_s2 = FileAttachment(\"SLATM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":20,"value":"slatm_st = FileAttachment(\"SLATM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":32,"value":"lftm_s1 = FileAttachment(\"LFTM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":34,"value":"lftm_s2 = FileAttachment(\"LFTM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":36,"value":"lftm_st = FileAttachment(\"LFTM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":27,"value":"slftm_s1 = FileAttachment(\"SLFTM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":28,"value":"slftm_s2 = FileAttachment(\"SLFTM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":30,"value":"slftm_st = FileAttachment(\"SLFTM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":115,"value":"icm_s1 = FileAttachment(\"ICM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":117,"value":"icm_s2 = FileAttachment(\"ICM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":119,"value":"icm_st = FileAttachment(\"ICM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":121,"value":"brrm_s1 = FileAttachment(\"BRRM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":123,"value":"brrm_s2 = FileAttachment(\"BRRM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":125,"value":"brrm_st = FileAttachment(\"BRRM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":127,"value":"dwm_s1 = FileAttachment(\"DWM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":129,"value":"dwm_s2 = FileAttachment(\"DWM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":131,"value":"dwm_st = FileAttachment(\"DWM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":493,"value":"data_npv = ({\n \"LATM\" : {\"S1\":npv_latm_s1, \"S2\":npv_latm_s2, \"ST\":npv_latm_st},\n \"SLATM\" : {\"S1\":npv_slatm_s1, \"S2\":npv_slatm_s2, \"ST\":npv_slatm_st},\n \"LFTM\" : {\"S1\":npv_lftm_s1, \"S2\":npv_lftm_s2, \"ST\":npv_lftm_st},\n \"SLFTM\" : {\"S1\":npv_slftm_s1, \"S2\":npv_slftm_s2, \"ST\":npv_slftm_st},\n \"ICM\" : {\"S1\":npv_icm_s1, \"S2\":npv_icm_s2, \"ST\":npv_icm_st},\n \"BRRM\" : {\"S1\":npv_brrm_s1, \"S2\":npv_brrm_s2, \"ST\":npv_brrm_st},\n \"DWM\" : {\"S1\":npv_dwm_s1, \"S2\":npv_dwm_s2, \"ST\":npv_dwm_st},\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":496,"value":"npv_latm_s1 = FileAttachment(\"npv_LATM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":498,"value":"npv_latm_s2 = FileAttachment(\"npv_LATM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":500,"value":"npv_latm_st = FileAttachment(\"npv_LATM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":502,"value":"npv_slatm_s1 = FileAttachment(\"npv_SLATM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":504,"value":"npv_slatm_s2 = FileAttachment(\"npv_SLATM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":506,"value":"npv_slatm_st = FileAttachment(\"npv_SLATM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":513,"value":"npv_lftm_s1 = FileAttachment(\"npv_LFTM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":515,"value":"npv_lftm_s2 = FileAttachment(\"npv_LFTM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":517,"value":"npv_lftm_st = FileAttachment(\"npv_LFTM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":519,"value":"npv_slftm_s1 = FileAttachment(\"npv_SLFTM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":521,"value":"npv_slftm_s2 = FileAttachment(\"npv_SLFTM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":523,"value":"npv_slftm_st = FileAttachment(\"npv_SLFTM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":525,"value":"npv_icm_s1 = FileAttachment(\"npv_ICM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":527,"value":"npv_icm_s2 = FileAttachment(\"npv_ICM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":529,"value":"npv_icm_st = FileAttachment(\"npv_ICM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":531,"value":"npv_brrm_s1 = FileAttachment(\"npv_BRRM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":533,"value":"npv_brrm_s2 = FileAttachment(\"npv_BRRM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":535,"value":"npv_brrm_st = FileAttachment(\"npv_BRRM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":537,"value":"npv_dwm_s1 = FileAttachment(\"npv_DWM_S1.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":539,"value":"npv_dwm_s2 = FileAttachment(\"npv_DWM_S2.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":541,"value":"npv_dwm_st = FileAttachment(\"npv_DWM_ST.csv\").csv({typed:true})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":67,"value":"## Helpers","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":69,"value":"getAttributeData = (dataSource,attribute)=>dataSource.map(d=>d[attribute])","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":63,"value":"## Libraries","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":8,"value":"Plotly = require(\"https://cdn.plot.ly/plotly-latest.min.js\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":9,"value":"d3 = require(\"d3@5\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W35","stdlib":"1","titling":"auto"}} 33:"$32:body"