2b:null 2c:["$","title",null,{"children":"Canvas Analysis - Students | John Hellier | Observable"}] 31:T453,Plot.plot({ x: { axis: null, // domain: d3.sort(getCountsPerClass, d => d.classLevel).map(d => classes[d.classLevel]) }, y: { grid: true, tickFormat: "s" }, color: { // domain: classes, // legend: true, scheme: "plasma" }, style: { fontFamily: "Verdana", fontSize: "12px" }, fx: { // tickFormat: (d,i) => String(d).substring(1), transform: (d) => { console.log(d); return d ? Math.floor(d * 5) / 5 : "" }, // transform: (d) => d ? Math.floor(d * 10) / 10 : "", transform: (d) => d ? d % 20 : "", tickSize: 6, tickRotate: -45, label: "", }, facet: { // How do you make the binX the facet? I want the number of hours bins to be each facet data: cleanStudentResults , x: "Q4", marginBottom: 200, }, marks: [ // Plot.barY(cleanStudentResults, {x:"Q4"}), // Plot.barY(cleanStudentResults, Plot.binX({y: "count"}, {x:"Q1"})), Plot.barY(cleanStudentResults, Plot.groupX({y: "count"}, {x:"Q1"})), Plot.ruleY[0] ], height: 600, marginLeft: 100, })32:T5e2,cleanStudentResults = studentresults.map(d => { switch(d.Q1) { case 'Freshman': d.order = 1; break; case "Sophomore": d.order = 2; break; case "Junior": d.order = 3; break; case "Senior": d.order = 4; break; case "Graduate or above": d.order = 5; break; default: d.order = 6; } if (d.Q1 === null) { d.Q1 = 'Not Stated' } return d })33:[{"id":"ff5d68098339427d56aecd7204bebf041751c517a59a9edb5848bbed57dad6c34704eebd6e42e8c837eecc0a2f25a4515f4a103b07adb6acb7ae93793d3bd6ec","href":"https://static.observableusercontent.com/files/ff5d68098339427d56aecd7204bebf041751c517a59a9edb5848bbed57dad6c34704eebd6e42e8c837eecc0a2f25a4515f4a103b07adb6acb7ae93793d3bd6ec","name":"StudentResults.csv","type":"text/csv","lastModified":1674242783080.504,"size":457237}] 2f:{"id":"ae458cadb861c357","slug":null,"title":"Canvas Analysis - Students","thumbnail":"de4e0109462430274b0171c43a72ef802caa0f0074d105687d28581a1e31ae94","access_level":"public","create_time":"$D2023-01-20T19:25:45.972Z","update_time":"$D2023-02-03T18:34:59.937Z","view_time":null,"first_public_time":"$D2023-01-20T19:25:45.972Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"c079c57df8f42a20","login":"johnhellierunm","name":"John Hellier","avatar_url":"https://avatars-next.observableusercontent.com/d6bed66b206f70403c92635b545eea98999d39fd70a8cd284e8e6a5be28e64a7","tier":"starter_2024"},"version":890,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"92989a02199cddd7","login":"johnhellierunm","name":"John Hellier","avatar_url":"https://avatars-next.observableusercontent.com/d6bed66b206f70403c92635b545eea98999d39fd70a8cd284e8e6a5be28e64a7","tier":null}],"members":[{"type":"individual","id":"92989a02199cddd7","login":"johnhellierunm","name":"John Hellier","avatar_url":"https://avatars-next.observableusercontent.com/d6bed66b206f70403c92635b545eea98999d39fd70a8cd284e8e6a5be28e64a7","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":3,"collection":null,"type":"notebook","body":{"titling":"auto","title":"Canvas Analysis - Students","cells":[{"id":0,"value":"# Canvas Analysis - Students","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":574,"value":"#### Review of the Canvas LMS survey taken Nov-Dec 2022\nSurvey offered to students","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":6,"value":"Plot.plot({\n grid: true,\n x: {\n tickFormat: (d,i) => classes[i],\n label: \"Class Level\"\n },\n y: {\n label: \"Count\"\n },\n color: {\n scheme: \"plasma\"\n // range: [\"#e25759\", \"#4e79a7\"],\n },\n style: {\n fontFamily: \"Verdana\",\n },\n marks: [\n Plot.barY(cleanStudentResults, \n Plot.groupX({\n y: \"count\"\n }, {\n x: \"order\",\n title: (d) => classes[`${d[\"order\"]}` - 1],\n fill: \"order\"\n },\n ),\n ),\n Plot.ruleY([0])\n ]\n})\n\n","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":549,"value":"

","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":418,"value":"Plot.legend({\n color: {\n scheme: \"plasma\",\n domain: classes\n },\n width: 750,\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n label: \"Wavelength (nm) →\",\n marginLeft: 80,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":232,"value":"Plot.plot({\n width: 800,\n x: {\n axis: null,\n // domain: d3.sort(getCountsPerClass, d => d.classLevel).map(d => classes[d.classLevel])\n },\n y: {\n grid: true,\n tickFormat: \"s\"\n },\n color: {\n // domain: classes,\n // legend: true,\n scheme: \"plasma\"\n },\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n fx: {\n label: null,\n tickFormat: (d,i) => formattedColumns[d], \n tickSize: 6,\n tickRotate: -45,\n // label: \"If you used a Learning Management System like Canvas before, which one did you use?\",\n },\n facet: {\n data: getCountsPerClass,\n x: \"column\", \n marginBottom: 140,\n },\n marks: [\n Plot.barY(getCountsPerClass, {x: \"classLevel\", \n y: \"count\", \n fill: \"classLevel\", \n title: d => classes[d.classLevel] + \" \" + d.count, \n }),\n Plot.ruleY([0])\n ],\n height: 600 \n\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":468,"value":"

If you used a Learning Management System like Canvas before, which one did you use?

","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":509,"value":"Plot.legend({\n color: {\n scheme: \"plasma\",\n domain: classes\n },\n width: 750,\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n label: \"Wavelength (nm) →\",\n marginLeft: 80,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":496,"value":"Plot.plot({\n width: 800,\n x: {\n axis: null,\n // domain: d3.sort(getCountsPerClass, d => d.classLevel).map(d => classes[d.classLevel])\n },\n y: {\n grid: true,\n tickFormat: \"s\"\n },\n color: {\n // domain: classes,\n // legend: true,\n scheme: \"plasma\"\n },\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n fx: {\n label: null,\n tickFormat: (d,i) => formattedColumnsQ8[d], \n tickSize: 6,\n tickRotate: -45,\n // label: \"If you used a Learning Management System like Canvas before, which one did you use?\",\n },\n facet: {\n data: getCountsPerClass1,\n x: \"column\", \n marginBottom: 140,\n },\n marks: [\n Plot.barY(getCountsPerClass1, {x: \"classLevel\", \n y: \"count\", \n fill: \"classLevel\", \n title: d => classes[d.classLevel] + \" \" + d.count, \n }),\n Plot.ruleY([0])\n ],\n height: 600 \n\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":504,"value":"

When you have questions about Canvas what resources do you use?

","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":776,"value":"Plot.legend({\n color: {\n scheme: \"plasma\",\n domain: classes\n },\n width: 750,\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n label: \"Wavelength (nm) →\",\n marginLeft: 80,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":582,"value":"Plot.plot({\n grid: true,\n x: {\n tickFormat: (d,i) => formattedColumnsQ3[d],\n tickSize: 6,\n tickRotate: -45,\n label: \"\"\n },\n y: {\n label: \"Count\"\n },\n color: {\n scheme: \"plasma\"\n // range: [\"#e25759\", \"#4e79a7\"],\n },\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"12px\" \n },\n \n marks: [\n Plot.barY(cleanStudentResults, \n Plot.groupX({\n y: \"count\"\n }, {\n x: \"Q3\",\n title: d => d.Q3,\n fill: \"Q3\"\n },\n ),\n ),\n Plot.ruleY([0])\n ],\n marginBottom: 150,\n marginLeft: 100,\n})\n\n","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":695,"value":"

Which course type do you take most often?

","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":780,"value":"Plot.legend({\n color: {\n scheme: \"plasma\",\n domain: classes\n },\n width: 750,\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n label: \"Wavelength (nm) →\",\n marginLeft: 80,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":646,"value":"Plot.plot({\n // width: 800,\n x: {\n axis: null,\n // domain: d3.sort(getCountsPerClass, d => d.classLevel).map(d => classes[d.classLevel])\n },\n y: {\n grid: true,\n tickFormat: \"s\"\n },\n color: {\n // domain: classes,\n // legend: true,\n scheme: \"plasma\"\n },\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"12px\"\n }, \n fx: {\n label: null,\n tickFormat: (d,i) => formattedColumnsQ3[d], \n tickSize: 6,\n tickRotate: -45,\n label: \"\",\n },\n facet: {\n data: getCountsPerClassQ3 ,\n x: \"column\", \n marginBottom: 150,\n \n },\n marks: [\n Plot.barY(getCountsPerClassQ3 , {\n x: \"classLevel\", \n y: \"count\", \n fill: \"classLevel\", \n title: d => classes[d.classLevel] + \" \" + d.count, \n }),\n Plot.ruleY([0])\n ],\n height: 600,\n marginLeft: 100,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":702,"value":"

Which course type do you take most often?

","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":787,"value":"Plot.legend({\n color: {\n scheme: \"plasma\",\n domain: classes\n },\n width: 750,\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n label: \"Wavelength (nm) →\",\n marginLeft: 80,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":725,"value":"Plot.plot({\n // width: 800,\n x: {\n axis: null,\n // domain: d3.sort(getCountsPerClass, d => d.classLevel).map(d => classes[d.classLevel])\n },\n y: {\n grid: true,\n tickFormat: \"s\"\n },\n color: {\n // domain: classes,\n // legend: true,\n scheme: \"plasma\"\n },\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"12px\"\n }, \n fx: {\n label: null,\n tickFormat: (d,i) => String(d).substring(1), \n tickSize: 6,\n tickRotate: -45,\n label: \"\",\n },\n facet: {\n data: getCountsPerClassQ5 ,\n x: \"column\", \n marginBottom: 100,\n \n },\n marks: [\n Plot.barY(getCountsPerClassQ5 , {\n x: \"classLevel\", \n y: \"count\", \n fill: \"classLevel\", \n title: d => classes[d.classLevel] + \" \" + d.count, \n }),\n Plot.ruleY([0])\n ],\n height: 600,\n marginLeft: 100,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":747,"value":"

Please rate your experience with Canvas

","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":792,"value":"Plot.legend({\n color: {\n scheme: \"plasma\",\n domain: classes\n },\n width: 750,\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"11px\"\n }, \n label: \"Wavelength (nm) →\",\n marginLeft: 80,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":744,"value":"Plot.plot({\n // width: 800,\n x: {\n axis: null,\n // domain: d3.sort(getCountsPerClass, d => d.classLevel).map(d => classes[d.classLevel])\n },\n y: {\n grid: true,\n tickFormat: \"s\"\n },\n color: {\n // domain: classes,\n // legend: true,\n scheme: \"plasma\"\n },\n style: {\n fontFamily: \"Verdana\",\n fontSize: \"12px\"\n }, \n fx: {\n label: null,\n tickFormat: (d,i) => String(d).substring(1), \n tickSize: 6,\n tickRotate: -45,\n label: \"\",\n },\n facet: {\n data: getCountsPerClassQ7 ,\n x: \"column\", \n marginBottom: 100,\n \n },\n marks: [\n Plot.barY(getCountsPerClassQ7 , {\n x: \"classLevel\", \n y: \"count\", \n fill: \"classLevel\", \n title: d => classes[d.classLevel] + \" \" + d.count, \n }),\n Plot.ruleY([0])\n ],\n height: 600,\n marginLeft: 100,\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":752,"value":"

How confident are you in your ability to successfully use Canvas for future courses?

How many hours a week do you use Canvas?

","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":887,"value":"### Support code and data munging","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5,"value":"studentresults = await FileAttachment(\"StudentResults.csv\").csv({typed: \"auto\"})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"studentresults","database":"$undefined"},{"id":183,"value":"getCounts = {\n let counts = [];\n for (let column of targetColumns) {\n counts.push({\"column\":column, \"count\": d3.sum(studentresults, (d) => d[column])}) \n }\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":226,"value":"getCountsPerClass = {\n let counts = [];\n for (let column of targetColumns) {\n if (column === \"Q2OtherthatisnotlistedOther\") {\n break;\n }\n for (let classLevel of classes) {\n counts.push({\"column\":column, \n \"classLevel\": classLookup[classLevel], \n \"count\": d3.sum(cleanStudentResults, (d) => {\n if (d.Q1 === classLevel) {\n return d[column]\n }\n else {\n return null\n }\n }) \n })\n }}\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":628,"value":"getCountsPerClassQ3 = {\n let counts = [];\n for (let column of q3Values) {\n for (let classLevel of classes) {\n if (column != null) {\n counts.push({\"column\":column, \n \"classLevel\": classLookup[classLevel], \n \"count\": d3.count(cleanStudentResults, (d) => {\n if (d.Q1 === classLevel && column === d.Q3) {\n return 1\n }\n }) \n })\n }\n }}\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":720,"value":"getCountsPerClassQ5 = {\n let counts = [];\n for (let column of q5Values) {\n for (let classLevel of classes) {\n if (column != 2) {\n counts.push({\"column\":column, \n \"classLevel\": classLookup[classLevel], \n \"count\": d3.count(cleanStudentResults, (d) => {\n if (d.Q1 === classLevel && String(column).substring(1) === d.Q5) {\n return 1\n }\n }) \n })\n }\n }}\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":742,"value":"getCountsPerClassQ7 = {\n let counts = [];\n for (let column of q7Values) {\n // if (column == 2) {\n // break;\n // }\n for (let classLevel of classes) {\n if (column != 2) {\n counts.push({\"column\":column, \n \"classLevel\": classLookup[classLevel], \n \"count\": d3.count(cleanStudentResults, (d) => {\n if (d.Q1 === classLevel && String(column).substring(1) === d.Q7) {\n return 1\n }\n }) \n })\n }\n }}\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":616,"value":"q3Values = Array.from(new Set(cleanStudentResults.map(d => d.Q3)))","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":723,"value":"q5Values = Array.from(new Set(cleanStudentResults.map(d => d.Q5))).map((d,i) => i + d)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":740,"value":"q7Values = Array.from(new Set(cleanStudentResults.map((d) => d.Q7))).map((d,i) => i + d)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":606,"value":"getCountsPerClass2 = {\n let counts = [];\n for (let column of targetColumns) {\n if (column === \"Q2OtherthatisnotlistedOther\") {\n break;\n }\n for (let classLevel of classes) {\n counts.push({\"column\":column, \n \"classLevel\": classLookup[classLevel], \n \"count\": d3.sum(cleanStudentResults, (d) => {\n if (d.Q1 === classLevel) {\n return d[column]\n }\n else {\n return null\n }\n }) \n })\n }}\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":494,"value":"getCountsPerClass1 = {\n let counts = [];\n for (let column of targetColumnsQ8) {\n if (column === \"Q8FreeText\") {\n break;\n }\n for (let classLevel of classes) {\n counts.push({\"column\":column, \n \"classLevel\": classLookup[classLevel], \n \"count\": d3.sum(cleanStudentResults, (d) => {\n if (d.Q1 === classLevel) {\n return d[column]\n }\n else {\n return null\n }\n }) \n })\n }}\n return counts\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":178,"value":"targetColumns = Object.keys(studentresults[0]).filter((d) => d.startsWith('Q2'))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":492,"value":"targetColumnsQ8 = Object.keys(studentresults[0]).filter((d) => d.startsWith('Q8'))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":210,"value":"formattedColumns = {\n return {\n Q2Thisismyfirstsemesterusin: \"First semester using Canvas\",\n Q2Canvas: \"Canvas\",\n Q2UNMorBlackboardLearn:\"UNM or Blackboard Learn\",\n Q2Brightspace:\"Brightspace\", \n Q2Moodle:\"Moodle\",\n Q2Otherthatisnotlisted:\"Other that is not listed\"\n }\n}\n","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":500,"value":"formattedColumnsQ8 = {\n return {\n \"Q8canvasinfo.unm.edu\": \"Canvasinfo.unm.edu\",\n \"Q8UNMCanvasSupport(505-277-\": \"UNM Canvas Support\",\n \"Q8CourseInstructor(s)/TA(s)\": \"Course Instructor/TA\",\n \"Q8Otherstudents\": \"Other Students\",\n \"Q8CentralIThelpdesk(505-277\": \"Central IT Help Desk\",\n \"Q8Otherhelpdesksoncampus(de\": \"Other Help Desk\",\n \"Q8Google/Searchengine\": \"Google/ Search Engine\",\n \"Q8Other(pleasespecifyinthec\": \"Other\",\n \"Q8FreeText\": \"Free Text\"\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":681,"value":"formattedColumnsQ3 = {\n return {\n \"Online MAX courses (100% online instruction)\":\"Online MAX\",\n \"Face-to-face courses that also use Canvas\":\"In-Person using Canvas\",\n \"Hybrid courses (meet 1x a week in-person and 1x a week remotely)\":\"Hybird In-Person/Remote\",\n \"Face-to-face courses that do not use Canvas\":\"In-Person not using Canvas\",\n \"Other that is not listed (thesis, independent study, etc.)\":\"Other not listed\"\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":803,"value":"// Bin the number of hours each respondent says they used Canvas.\nq4Bin = d3.bin()(studentresults.map(d => d.Q4))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":807,"value":"q4Bin[0].x1","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":161,"value":"d3.count(studentresults,(d) => d.Q2Canvas)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":163,"value":"d3.group(studentresults, (d) => d.Q2Canvas === 1)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":86,"value":"Plot.plot({\n x: {\n tickFormat: (d,i) => formattedColumns[d],\n tickRotate: -45,\n label: \"If you used a Learning Management System like Canvas before, which one did you use?\"\n },\n y: {\n grid: true,\n label: \"Reponses\"\n },\n marks: [\n // Plot.barY(cleanStudentResults, Plot.groupX({y: \"sum\", title: group => group.map(d => d.Q2Canvas == 1)})),\n Plot.barY(getCounts, {\n x: \"column\", \n y: \"count\", \n sort: {x: \"y\", reverse: true},\n title: d => d.column + \" \" + d.count\n }),\n Plot.ruleY([0])\n ],\n marginBottom: 175, \n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":112,"value":"getCount = {\n let countObject = {}\n const columns = Object.keys(cleanStudentResults[0])\n for (let i = 0; i < columns.length; i++) {\n if (Number.isInteger(cleanStudentResults[0][columns[i]]) && d3.max(cleanStudentResults, d => d[columns[i]]) == 1) {\n countObject[columns[i]] = d3.sum(cleanStudentResults, d => d[columns[i]]) \n }\n }\n return countObject\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":114,"value":"allColumns = Object.keys(cleanStudentResults[0])","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":16,"value":"$32","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":45,"value":"classes = [\"Freshman\",\"Sophomore\",\"Junior\",\"Senior\",\"Graduate or above\", \"Not Stated\"]","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":380,"value":"classLookup = {\n let stuff = {}\n stuff[\"Freshman\"] = 0 \n stuff[\"Sophomore\"] = 1\n stuff[\"Junior\"] = 2\n stuff[\"Senior\"] = 3\n stuff[\"Graduate or above\"] = 4\n stuff[\"Not Stated\"] = 5\n return stuff\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":57,"value":"import {Plot} from \"@mkfreeman/plot-tooltip\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W33","stdlib":"1"}} 30:"$2f:body"