2e:null 2f:["$","title",null,{"children":"psyML Data Cleaning | samuellessing | Observable"}] 34:T50e,{ const context = DOM.context2d(200, 200); const L = d3.packSiblings(d3.range(DatasetSize).map(() => ({r: 10000/((DatasetSize+3000)^(.001))+Math.random()}))); context.save(); context.clearRect(0, 0, 100, 100); context.translate(200 / 2, 100); L.forEach(p => { context.beginPath(); context.moveTo(p.x + p.r, p.y); context.arc(p.x, p.y, p.r, 0, 2 * Math.PI); if (Math.random()`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":1003,"value":"viewof DataQuality = html``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":205,"value":"$34","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":937,"value":"\n{\n const p = md `Speeder Filter: Removes people who answered too slowly or too quickly. `\n p.style.color = \"#9d61aa\";\n 345693\n return p;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":221,"value":"viewof Speeder = html``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":942,"value":"{\n const p = md`Pattern Filter: : Removes people who give the same answer for a lot of questions in a row and people who bounce back and forth between the most extreme options.`;\n p.style.color = \"#63a862\";\n 345693\n return p;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":280,"value":"viewof Pattern= html``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":961,"value":"{\n const p = md`Trait Consistency Filter: Removes people who have inconsistent answers in groups of related questions.`;\n p.style.color = \"#627da5\";\n 345693\n return p;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":331,"value":"viewof Trait_Consistency= html``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":970,"value":"{\n const p = md`Pair Consistency Filter: Removes people who give inconsistent answers to pairs of synonymous or antonymous questions.`;\n p.style.color = \"#ce4979\";\n 345693\n return p;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":933,"value":"viewof Pair_Consistency= html``","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":1092,"value":"md`***`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":1083,"value":"md`Here we can see our cleaned dataset with all the bad users removed.`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":1055,"value":"{\n \n const context = DOM.context2d(200, 200);\n const L = d3.packSiblings(d3.range(DatasetSize).map(() => ({r: 10000/((DatasetSize+3000)^(.001))+Math.random()})));\n context.save();\n context.clearRect(0, 0, 100, 100);\n context.translate(200 / 2, 100);\n \n L.forEach(p => {\n context.beginPath();\n context.moveTo(p.x + p.r, p.y);\n context.arc(p.x, p.y, p.r, 0, 2 * Math.PI);\n if (Math.random()