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Static and Dynamic Visualization","cells":[{"id":924,"value":"# SUMBMISSON - Static and Dynamic Visualization\n## Brandtly Jones, bnj8f\nSARC 5400, Spring 2023","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":0,"value":"# Some Demographic breakdowns of the Virginia Pretrial Detention Data\n## Data drawn from 2018 Arrest Data collected by the Virginia Criminal Sentencing Commission\n\nData available at http://www.vcsc.virginia.gov/pretrialdataproject.html\n\nBrandtly Jones\nData Visualization Spring 2023","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":928,"value":"import {pdfView} from \"@saneef/pdf-view\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":935,"value":"pdfView(await FileAttachment(\"Project-reflection.pdf\").url())","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":939,"value":"## STATIC VISUALIZATION:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":937,"value":"pdfView(await FileAttachment(\"final_static1.pdf\").url())","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":941,"value":"# Dynamic Visualization:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":819,"value":"viewof form = Inputs.form({\nclass: Inputs.select([\"Race\", \"Sex\"], {label:\"Choose Feature to compare\"}) \n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":29,"value":"

\n\n \n

\n \n \n \n \n \n \n \n\n\n

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"svgContainer","database":"$undefined"},{"id":98,"value":"","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"styles","database":"$undefined"},{"id":749,"value":"//load and view Pretrial Data\ndata=FileAttachment(\"in_study.csv\").csv()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":751,"value":"await FileAttachment(\"in_study.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":796,"value":"tokeep = [\"White\", \"Black\"];","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":804,"value":"// The data is overwhelmingly composed of Black and White defendants, so other categories are filtered out for cleaner visualization\ndata1 = data.filter(function(d,i){ return tokeep.indexOf(d.Race) >= 0 });","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":27,"value":"slice = d3.shuffle(data1).slice(0,5000) //a manageable but representative slice","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":837,"value":"//create new columns for size (based on case type, Felony/Misdemeanor) and combinations of sex/race+detention for additional foci\nslice.forEach(d => {\n d[\"Race_Released\"] = d[\"Race\"] + \"_\" + d[\"Released\"];\n d[\"Sex_Released\"] = d[\"Sex\"] + \"_\" + d[\"Released\"];\n d[\"Severity_Size\"] = d[\"CaseType\"] === \"Misdemeanor\" ? 1 : 3;\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":845,"value":"slice","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":35,"value":"clElem = d3.select(svgContainer).select(\"#layer1\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":59,"value":"//size based on Severity_Size (Misdemeanor-small, Felony-large)\nclusters = dvCluster(clElem,slice,1000,800,\"Severity_Size\",options);","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":64,"value":"options = ({\n \"classField\": form.class,\t\t// color set by user input of Sex or Race\n \"dotScaleFactor\": 2,\n \"strength\": -.5,\n \"alphaTarget\": 0.09\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":14,"value":"-----","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":436,"value":"fociOneCenter = [{x: 500, y: 200}]","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":116,"value":"fociDetained = ({\n \"Released\":{x: 500, y: 300},\"Detained\":{x: 500, y: 600}})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":433,"value":"fociRace = ({\n \"Black\":{x: 200, y: 400},\"White\":{x: 700, y: 400}\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":840,"value":"fociSex = ({\n \"Male\":{x: 200, y: 400},\"Female\":{x: 700, y: 400}\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":839,"value":"fociRace_Released = ({\n \"Black_Released\":{x: 200, y: 300},\"White_Released\":{x: 700, y: 300},\n \"Black_Detained\":{x: 200, y: 600},\"White_Detained\":{x: 700, y: 600},\n\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":847,"value":"fociSex_Released = ({\n \"Male_Released\":{x: 200, y: 300},\"Female_Released\":{x: 700, y: 300},\n \"Male_Detained\":{x: 200, y: 600},\"Female_Detained\":{x: 700, y: 600},\n\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":82,"value":"-----","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":717,"value":"### Add a layer to put foci labels\nThis isn't strictly necessary but can be helpful for organization.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":617,"value":"labelLayer = clElem.append(\"g\").attr(\"id\",\"labels\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":733,"value":"