From 36ecb77de170d9099f81a7e7e8f2f02742595b03 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Fri, 19 Aug 2022 14:09:14 -0400 Subject: [PATCH 01/18] pre-node commit --- README.md | 2 + d3.html | 12 ++++++ experiment-example.mp4 | Bin 1199635 -> 0 bytes main.js | 86 +++++++++++++++++++++++++++++++++++++++++ 4 files changed, 100 insertions(+) create mode 100644 d3.html delete mode 100755 experiment-example.mp4 create mode 100644 main.js diff --git a/README.md b/README.md index 119614f..f34305a 100755 --- a/README.md +++ b/README.md @@ -1,6 +1,8 @@ Assignment 3 - Replicating a Classic Experiment === +https://robch.io/03-Experiment/ + For the scope of this project, assume the role of a scientist who runs experiments for a living. Q: How do we know that bar charts are "better" than pie charts? diff --git a/d3.html b/d3.html new file mode 100644 index 0000000..4d68bd1 --- /dev/null +++ b/d3.html @@ -0,0 +1,12 @@ + + + + + + + +

Experiment

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+ +//datapath = "../cars_example.csv"; +datapath = "https://raw.githubusercontent.com/cs480x-21c/02-DataVis-5Ways/main/cars-sample.csv"; // easy fix for CORS issue + +var margin = {top: 20, right: 20, bottom: 30, left: 40}, + width = 960 - margin.left - margin.right, + height = 500 - margin.top - margin.bottom; + +var svg = d3.select("#scatterplot") + .attr("width", width + margin.left + margin.right) + .attr("height", height + margin.top + margin.bottom) + .append("g") + .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + +function pointColor(manufacturer) { + switch(manufacturer) { + case "bmw": + return "green"; + case "ford": + return "blue"; + case "honda": + return "red"; + case "mercedes": + return "purple"; + case "toyota": + return "orange"; + default: + return "black"; + } +} + +d3.csv(datapath).then(function(data) { + data.MPG = parseFloat(data.MPG); + data.Weight = parseInt(data.Weight); + + data = data.filter(function(d) { + if (isNaN(d.MPG) || isNaN(d.Weight)) { + return false; + } else { + return true; + } + }); + + var x = d3.scaleLinear() // x axis + .domain([1500, 5000]) // d3.max(data, function(d) { return d.Weight; }) + .range([0, width]); + svg.append("g") + .call(d3.axisBottom(x)) + .attr("transform", "translate(0," + height + ")"); + svg.append("text") + .attr("transform", "translate(" + (width / 2) + " ," + (height + margin.top + 5) + ")") + .style("text-anchor", "middle") + .text("Weight"); + + var y = d3.scaleLinear() // y axis + .domain([5, 50]) // d3.max(data, function(d) { return d.mpg; }) + .range([height, 0]); + svg.append("g") + .call(d3.axisLeft(y)); + svg.append("text") + .attr("transform", "rotate(-90)") + .attr("y", 0 - margin.left) + .attr("x", 0 - (height / 2)) + .attr("dy", "1em") + .style("text-anchor", "middle") + .text("MPG"); + + var pointSize = d3.scaleLinear() + .domain([0, d3.max(data, function(d) { return d.Weight; })]) + .range([2, 10]); + + svg.append("g") // points + .selectAll("dot") + .data(data) + .enter() + .append("circle") + .attr("cx", function(d) { return x(d.Weight); } ) + .attr("cy", function(d) { return y(d.MPG); } ) + .attr("r", function(d) { return pointSize(d.Weight); }) + .attr("fill", function(d) { return pointColor(d.Manufacturer); }) + .attr("opacity", 0.5); + + console.log(function(d) { return d.Weight; }) +}); + From 6e938070c65a8564efd2eee06515ab6b9e87cf3a Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Fri, 19 Aug 2022 22:51:51 -0400 Subject: [PATCH 02/18] Bar charts done --- .eslintrc.json | 19 + .gitignore | 130 +++ bin/www | 90 ++ d3.html | 12 - index.html | 13 - main.js | 86 -- package.json | 24 + public/scripts/main.js | 72 ++ public/scripts/vis/barchart.js | 53 + public/scripts/vis/chart.js | 76 ++ public/scripts/vis/piechart.js | 55 + public/stylesheets/style.css | 12 + routes/index.js | 38 + routes/users.js | 9 + server.js | 43 + views/done.pug | 5 + views/error.pug | 6 + views/index.pug | 9 + views/layout.pug | 21 + views/survey.pug | 23 + yarn.lock | 1779 ++++++++++++++++++++++++++++++++ 21 files changed, 2464 insertions(+), 111 deletions(-) create mode 100644 .eslintrc.json create mode 100644 .gitignore create mode 100644 bin/www delete mode 100644 d3.html delete mode 100755 index.html delete mode 100644 main.js create mode 100644 package.json create mode 100644 public/scripts/main.js create mode 100644 public/scripts/vis/barchart.js create mode 100644 public/scripts/vis/chart.js create mode 100644 public/scripts/vis/piechart.js create mode 100644 public/stylesheets/style.css create mode 100644 routes/index.js create mode 100644 routes/users.js create mode 100644 server.js create mode 100644 views/done.pug create mode 100644 views/error.pug create mode 100644 views/index.pug create mode 100644 views/layout.pug create mode 100644 views/survey.pug create mode 100644 yarn.lock diff --git a/.eslintrc.json b/.eslintrc.json new file mode 100644 index 0000000..64c01ab --- /dev/null +++ b/.eslintrc.json @@ -0,0 +1,19 @@ +{ + "env": { + "browser": true, + "commonjs": true, + "es2021": true, + "node": true + }, + "extends": "eslint:recommended", + "overrides": [ + ], + "parserOptions": { + "ecmaVersion": "latest" + }, + "rules": { + "semi": ["warn", "always"], + "quotes": ["warn", "double"], + "indent": ["warn", "tab", { "SwitchCase": 1 }] + } +} diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..c6bba59 --- /dev/null +++ b/.gitignore @@ -0,0 +1,130 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +lerna-debug.log* +.pnpm-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) +report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +*.lcov + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories +node_modules/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) +web_modules/ + +# TypeScript cache +*.tsbuildinfo + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional stylelint cache +.stylelintcache + +# Microbundle cache +.rpt2_cache/ +.rts2_cache_cjs/ +.rts2_cache_es/ +.rts2_cache_umd/ + +# Optional REPL history +.node_repl_history + +# Output of 'npm pack' +*.tgz + +# Yarn Integrity file +.yarn-integrity + +# dotenv environment variable files +.env +.env.development.local +.env.test.local +.env.production.local +.env.local + +# parcel-bundler cache (https://parceljs.org/) +.cache +.parcel-cache + +# Next.js build output +.next +out + +# Nuxt.js build / generate output +.nuxt +dist + +# Gatsby files +.cache/ +# Comment in the public line in if your project uses Gatsby and not Next.js +# https://nextjs.org/blog/next-9-1#public-directory-support +# public + +# vuepress build output +.vuepress/dist + +# vuepress v2.x temp and cache directory +.temp +.cache + +# Docusaurus cache and generated files +.docusaurus + +# Serverless directories +.serverless/ + +# FuseBox cache +.fusebox/ + +# DynamoDB Local files +.dynamodb/ + +# TernJS port file +.tern-port + +# Stores VSCode versions used for testing VSCode extensions +.vscode-test + +# yarn v2 +.yarn/cache +.yarn/unplugged +.yarn/build-state.yml +.yarn/install-state.gz +.pnp.* diff --git a/bin/www b/bin/www new file mode 100644 index 0000000..dba4ed7 --- /dev/null +++ b/bin/www @@ -0,0 +1,90 @@ +#!/usr/bin/env node + +/** + * Module dependencies. + */ + +var app = require("../server"); +var debug = require("debug")("03-experiment:server"); +var http = require("http"); + +/** + * Get port from environment and store in Express. + */ + +var port = normalizePort(process.env.PORT || "3000"); +app.set("port", port); + +/** + * Create HTTP server. + */ + +var server = http.createServer(app); + +/** + * Listen on provided port, on all network interfaces. + */ + +server.listen(port); +server.on("error", onError); +server.on("listening", onListening); + +/** + * Normalize a port into a number, string, or false. + */ + +function normalizePort(val) { + var port = parseInt(val, 10); + + if (isNaN(port)) { + // named pipe + return val; + } + + if (port >= 0) { + // port number + return port; + } + + return false; +} + +/** + * Event listener for HTTP server "error" event. + */ + +function onError(error) { + if (error.syscall !== "listen") { + throw error; + } + + var bind = typeof port === "string" + ? "Pipe " + port + : "Port " + port; + + // handle specific listen errors with friendly messages + switch (error.code) { + case "EACCES": + console.error(bind + " requires elevated privileges"); + process.exit(1); + break; + case "EADDRINUSE": + console.error(bind + " is already in use"); + process.exit(1); + break; + default: + throw error; + } +} + +/** + * Event listener for HTTP server "listening" event. + */ + +function onListening() { + var addr = server.address(); + var bind = typeof addr === "string" + ? "pipe " + addr + : "port " + addr.port; + debug("Listening on " + bind); +} diff --git a/d3.html b/d3.html deleted file mode 100644 index 4d68bd1..0000000 --- a/d3.html +++ /dev/null @@ -1,12 +0,0 @@ - - - - - - - -

Experiment

- - - - \ No newline at end of file diff --git a/index.html b/index.html deleted file mode 100755 index 99092d5..0000000 --- a/index.html +++ /dev/null @@ -1,13 +0,0 @@ - - - - - - -

Experiment

- - - diff --git a/main.js b/main.js deleted file mode 100644 index 551020b..0000000 --- a/main.js +++ /dev/null @@ -1,86 +0,0 @@ -console.log(d3); - -//datapath = "../cars_example.csv"; -datapath = "https://raw.githubusercontent.com/cs480x-21c/02-DataVis-5Ways/main/cars-sample.csv"; // easy fix for CORS issue - -var margin = {top: 20, right: 20, bottom: 30, left: 40}, - width = 960 - margin.left - margin.right, - height = 500 - margin.top - margin.bottom; - -var svg = d3.select("#scatterplot") - .attr("width", width + margin.left + margin.right) - .attr("height", height + margin.top + margin.bottom) - .append("g") - .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); - -function pointColor(manufacturer) { - switch(manufacturer) { - case "bmw": - return "green"; - case "ford": - return "blue"; - case "honda": - return "red"; - case "mercedes": - return "purple"; - case "toyota": - return "orange"; - default: - return "black"; - } -} - -d3.csv(datapath).then(function(data) { - data.MPG = parseFloat(data.MPG); - data.Weight = parseInt(data.Weight); - - data = data.filter(function(d) { - if (isNaN(d.MPG) || isNaN(d.Weight)) { - return false; - } else { - return true; - } - }); - - var x = d3.scaleLinear() // x axis - .domain([1500, 5000]) // d3.max(data, function(d) { return d.Weight; }) - .range([0, width]); - svg.append("g") - .call(d3.axisBottom(x)) - .attr("transform", "translate(0," + height + ")"); - svg.append("text") - .attr("transform", "translate(" + (width / 2) + " ," + (height + margin.top + 5) + ")") - .style("text-anchor", "middle") - .text("Weight"); - - var y = d3.scaleLinear() // y axis - .domain([5, 50]) // d3.max(data, function(d) { return d.mpg; }) - .range([height, 0]); - svg.append("g") - .call(d3.axisLeft(y)); - svg.append("text") - .attr("transform", "rotate(-90)") - .attr("y", 0 - margin.left) - .attr("x", 0 - (height / 2)) - .attr("dy", "1em") - .style("text-anchor", "middle") - .text("MPG"); - - var pointSize = d3.scaleLinear() - .domain([0, d3.max(data, function(d) { return d.Weight; })]) - .range([2, 10]); - - svg.append("g") // points - .selectAll("dot") - .data(data) - .enter() - .append("circle") - .attr("cx", function(d) { return x(d.Weight); } ) - .attr("cy", function(d) { return y(d.MPG); } ) - .attr("r", function(d) { return pointSize(d.Weight); }) - .attr("fill", function(d) { return pointColor(d.Manufacturer); }) - .attr("opacity", 0.5); - - console.log(function(d) { return d.Weight; }) -}); - diff --git a/package.json b/package.json new file mode 100644 index 0000000..24c6927 --- /dev/null +++ b/package.json @@ -0,0 +1,24 @@ +{ + "name": "03-experiment", + "repository": "https://github.com/RobethX/03-Experiment.git", + "author": "Rob Chiocchio", + "version": "0.0.0", + "private": true, + "main": "server.js", + "scripts": { + "start": "node ./bin/www" + }, + "dependencies": { + "cookie-parser": "~1.4.4", + "debug": "~2.6.9", + "ejs": "^3.1.8", + "express": "~4.16.1", + "http-errors": "~1.6.3", + "jade": "~1.11.0", + "morgan": "~1.9.1", + "pug": "^3.0.2" + }, + "devDependencies": { + "eslint": "^8.22.0" + } +} diff --git a/public/scripts/main.js b/public/scripts/main.js new file mode 100644 index 0000000..403762e --- /dev/null +++ b/public/scripts/main.js @@ -0,0 +1,72 @@ +let chart; +var numTrials = 60; +var currentTrial = 1; +var username = "ID_" + getTime(); + +function main() { + +} + +function startSurvey() { + username = document.getElementById("username").value; + window.location.href = "/survey"; +} + +function makeChart() { + let width = 640; + let height = 480; + let margin = {top: 20, right: 20, bottom: 20, left: 20}; + + let svg = d3.select("#chart") + .attr("width", width + margin.left + margin.right) + .attr("height", height + margin.top + margin.bottom) + .append("g") + .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); + + chart = new PieChart(svg, {width: width, height: height, margin: margin}); + chart.draw(); +} + +function nextButton() { + let guess = document.getElementById("answer").valueAsNumber; + let actual = chart.percentage; + let error = Math.log2(Math.abs(guess - actual) + (1/8)); + console.log("guess: " + guess + " actual: " + actual + " error: " + error); + + postResults(guess, actual, error); + + document.getElementById("answer").value = ""; + chart.clear(); + + if (currentTrial >= numTrials) { + window.location.href="/done"; + } else { + currentTrial++; + document.getElementById("trial-tracker").innerHTML = currentTrial + " / " + numTrials; + + makeChart(); + } +} + +function postResults(guess, actual, error) { + data = { + id: username, + trial: currentTrial, + vis: "bar", + guess: guess, + actual: actual, + error: error + } + + console.log(data); + fetch("/submit", { + headers: { + "Content-Type": "application/json", + "Accept": "application/json" + }, + method: "POST", + body: JSON.stringify(data) + }).then (function(response) { + console.debug(response); + }); +} \ No newline at end of file diff --git a/public/scripts/vis/barchart.js b/public/scripts/vis/barchart.js new file mode 100644 index 0000000..7769b86 --- /dev/null +++ b/public/scripts/vis/barchart.js @@ -0,0 +1,53 @@ +class BarChart extends Chart { + constructor(svg, params) { + super(svg, params); + } + + draw() { + super.draw() + this.createAxis(); + + this.svg.selectAll(".bar") + .data(this.data) + .enter() + .append("rect") + .attr("class", "bar") + .attr("x", d => this.x(d)) + .attr("y", d => this.y(d)) + .attr("width", this.x.bandwidth()) + .attr("height", d => this.height - this.y(d)) + .attr("stroke", "black") + .attr("fill", "none"); + + this.drawMarks(); + } + + createAxis() { + this.x = d3.scaleBand() // TODO: use scaleband? + .domain(this.data) + .range([0, this.width]) + .padding(0.2); + this.svg.append("g") + .call(d3.axisBottom(this.x).tickSize(0).tickValues([])) + .attr("transform", "translate(0," + this.height + ")"); + + this.y = d3.scaleLinear() + .domain([0, d3.max(this.data, d => d)]) + .range([this.height, 0]); + this.svg.append("g") + .call(d3.axisLeft(this.y).tickSize(0).ticks(0)); + } + + drawMarks() { + this.svg.selectAll(".mark") + .data(this.marked) + .enter() + .append("circle") + .attr("class", "mark") + .attr("cx", d => this.x(this.data[d]) + this.x.bandwidth() / 2) + .attr("cy", d => this.y(this.data[d]) + (this.height - this.y(this.data[d])) / 2) + .attr("r", 3) + .attr("stroke", "black") + .attr("stroke-width", 1); + } +} \ No newline at end of file diff --git a/public/scripts/vis/chart.js b/public/scripts/vis/chart.js new file mode 100644 index 0000000..c1472a8 --- /dev/null +++ b/public/scripts/vis/chart.js @@ -0,0 +1,76 @@ +class Chart { + constructor(svg, params) { + this.svg = svg; + this.params = params; + + this.width = params.width || 800; + this.height = params.height || 600; + this.margin = params.margin || {top: 20, right: 20, bottom: 20, left: 20}; + this.data = params.data || this.generateData(); + this.marked = params.marked || this.selectMarks(); + + this.percentage = this.calculatePercentage(); + } + + draw() { + this.clear(); + + } + + clear() { + this.svg.selectAll("*").remove(); + } + + generateData() { + let lower = 4; // greater than 3 + let upper = 39; // less than 39 + let diff = 0.1; + + let d = []; + + while (d.length < 5) { + let r = Math.random(); + let x = lower + r * (upper - lower); + let duplicate = false; + for (var i = 0; i < d.length; i++) { + if (Math.abs(d[i] - x) < diff) { + console.log("x: " + x + " d[i]: " + d[i]); + duplicate = true; + break; + } + } + if (!duplicate) { + d.push(x); + } + } + + let sum = d.reduce((a, b) => a + b, 0); + let d_scaled = d.map(x => x / sum * 100); + + return d_scaled; + } + + selectMarks() { + let a = Math.floor(Math.random() * this.data.length); + let b = a; + + while (b == a) { + b = Math.floor(Math.random() * this.data.length); + // TODO: adjacent marks + } + + if (this.data[a] > this.data[b]) { + return [a, b]; + } else { + return [b, a]; + } + } + + calculatePercentage() { + let a = this.marked[0]; + let b = this.marked[1]; + let percentage = Math.round(100 * (this.data[b]/this.data[a])); + console.debug("percentage: " + percentage); + return percentage; + } +} \ No newline at end of file diff --git a/public/scripts/vis/piechart.js b/public/scripts/vis/piechart.js new file mode 100644 index 0000000..c5d8435 --- /dev/null +++ b/public/scripts/vis/piechart.js @@ -0,0 +1,55 @@ +class PieChart extends Chart { + constructor(svg, params) { + super(svg, params); + + this.radius = params.radius || Math.min(this.width, this.height) / 2; + } + + draw() { + super.draw() + + this.svg.attr("transform", "translate(" + (this.margin.left + this.width / 2) + "," + (this.margin.top + this.height / 2) + ")") + + this.createPie(); + + this.svg.selectAll(".slice") + .data(this.pie(this.data)) + .enter() + .append("path") + .attr("class", "slice") + .attr("d", this.arc) + .attr("fill", "none") + .attr("stroke", "black") + .attr("stroke-width", 1); + + this.drawMarks(); + } + + createPie() { + this.pie = d3.pie() + .value(d => d) + .sort(null); + + this.arc = d3.arc() + .innerRadius(0) + .outerRadius(this.radius); + + this.data_ready = this.pie(this.data); + + this.centroids = this.data_ready.map(d => this.arc.centroid(d)); + } + + drawMarks() { + this.svg.selectAll(".mark") + .data(this.marked) + .enter() + .append("circle") + .attr("class", "mark") + .attr("cx", 0) + .attr("cy", 0) + .attr("r", 3) + .attr("transform", function(d) { return "translate(" + this.centroids[d][0] + "," + this.centroids[d][1] + ")"; }) + .attr("stroke", "black") + .attr("stroke-width", 1); + } +} \ No newline at end of file diff --git a/public/stylesheets/style.css b/public/stylesheets/style.css new file mode 100644 index 0000000..2058543 --- /dev/null +++ b/public/stylesheets/style.css @@ -0,0 +1,12 @@ +body { + padding: 50px; + font: 14px "Lucida Grande", Helvetica, Arial, sans-serif; +} + +a { + color: #00B7FF; +} + +#next-buton { + width: 100%; +} diff --git a/routes/index.js b/routes/index.js new file mode 100644 index 0000000..c3f0c55 --- /dev/null +++ b/routes/index.js @@ -0,0 +1,38 @@ +var express = require("express"); +var router = express.Router(); + +var fs = require("fs"); + +var title = "Cleveland-McGill Experiment"; + +/* GET home page. */ +router.get("/", function(req, res, next) { + res.render("index", { title: title }); +}); + +router.get("/survey", function(req, res, next) { + res.render("survey", { title: title, numTrials: 60, currentTrial: 1 }); +}); + +router.get("/done", function(req, res, next) { + res.render("done", { title: title }); +}); + +router.post("/submit", function(req, res, next) { + let csv = req.body.id + "," + req.body.trial + "," + req.body.vis + "," + req.body.guess + "," + req.body.actual + "," + req.body.error + "\n"; + + fs.existsSync("results.csv") || fs.writeFileSync("results.csv", "id,trial,vis,guess,actual,error\n"); + + fs.appendFile("results.csv", csv, {encoding: "utf8"}, function(err) { + if (err) { + console.log(err); + } + }); + + console.log(csv); + + res.json(req.body); + //res.end(); +}); + +module.exports = router; diff --git a/routes/users.js b/routes/users.js new file mode 100644 index 0000000..f7a0a22 --- /dev/null +++ b/routes/users.js @@ -0,0 +1,9 @@ +var express = require("express"); +var router = express.Router(); + +/* GET users listing. */ +router.get("/", function(req, res, next) { + res.send("respond with a resource"); +}); + +module.exports = router; diff --git a/server.js b/server.js new file mode 100644 index 0000000..3e3829a --- /dev/null +++ b/server.js @@ -0,0 +1,43 @@ +var createError = require("http-errors"); +var express = require("express"); +var path = require("path"); +var cookieParser = require("cookie-parser"); +var logger = require("morgan"); + +var indexRouter = require("./routes/index"); +var usersRouter = require("./routes/users"); + +var app = express(); + +// view engine setup +app.set("views", path.join(__dirname, "views")); +//app.set("view engine", "jade"); +app.set("view engine", "pug"); +//app.set("view engine", "ejs"); + +app.use(logger("dev")); +app.use(express.json()); +app.use(express.urlencoded({ extended: false })); +app.use(cookieParser()); +app.use(express.static(path.join(__dirname, "public"))); + +app.use("/", indexRouter); +app.use("/users", usersRouter); + +// catch 404 and forward to error handler +app.use(function(req, res, next) { + next(createError(404)); +}); + +// error handler +app.use(function(err, req, res, next) { + // set locals, only providing error in development + res.locals.message = err.message; + res.locals.error = req.app.get("env") === "development" ? err : {}; + + // render the error page + res.status(err.status || 500); + res.render("error"); +}); + +module.exports = app; diff --git a/views/done.pug b/views/done.pug new file mode 100644 index 0000000..7c2f1ef --- /dev/null +++ b/views/done.pug @@ -0,0 +1,5 @@ +extends layout + +block content + h1= title + p Thank you! \ No newline at end of file diff --git a/views/error.pug b/views/error.pug new file mode 100644 index 0000000..3b25cfa --- /dev/null +++ b/views/error.pug @@ -0,0 +1,6 @@ +extends layout + +block content + h1= message + h2= error.status + pre #{error.stack} diff --git a/views/index.pug b/views/index.pug new file mode 100644 index 0000000..e02c5b1 --- /dev/null +++ b/views/index.pug @@ -0,0 +1,9 @@ +extends layout + +block content + div(class="container") + div(class="section center-align") + h1= title + p Welcome to #{title} + a(href="/survey") + button(class="btn waves-effect waves-light") Start diff --git a/views/layout.pug b/views/layout.pug new file mode 100644 index 0000000..f01f64f --- /dev/null +++ b/views/layout.pug @@ -0,0 +1,21 @@ +doctype html +html + head + title=title + link(rel="stylesheet", href="/stylesheets/style.css") + + link(rel="stylesheet", href="https://fonts.googleapis.com/icon?family=Material+Icons") + link(rel="stylesheet", href="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0/css/materialize.min.css") + script(src="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0/js/materialize.min.js") + + script(src="https://d3js.org/d3.v7.min.js") + + script(src="/scripts/vis/chart.js") + script(src="/scripts/vis/barchart.js") + script(src="/scripts/vis/piechart.js") + script(src="/scripts/main.js") + + meta(charset="utf-8") + meta(name="viewport", content="width=device-width, initial-scale=1.0") + body + block content diff --git a/views/survey.pug b/views/survey.pug new file mode 100644 index 0000000..bc1a1b5 --- /dev/null +++ b/views/survey.pug @@ -0,0 +1,23 @@ +extends layout + +block content + div(class="container") + div(class="section center-align") + script. + numTrials = !{numTrials}; + currentTrial = !{currentTrial}; + p(id="trial-tracker") #{currentTrial} / #{numTrials} + div(class="section center" id="canvas") + svg(id="chart" onload="makeChart()") + div(class="section center-align" id="instructions") + p instructions + p What percentage do you think the smaller value is of the larger value? + div(class="section" id="form") + form(onsubmit="nextButton(); return false;") + div(class="row") + div(class="col s4 offset-s3") + input(type="number" min="0" max="100" step="1" name="answer" id="answer" class="validate" required) + label(for="percentage") Percentage (0-100) + //- input(type="range" min="0" max="100" step="1" name="percentage") + div(class="col s2") + button(type="submit", class="btn-large right" id="next-button") Next \ No newline at end of file diff --git a/yarn.lock b/yarn.lock new file mode 100644 index 0000000..d3edf32 --- /dev/null +++ b/yarn.lock @@ -0,0 +1,1779 @@ +# THIS IS AN AUTOGENERATED FILE. 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version "3.10.0" + resolved "https://registry.yarnpkg.com/yargs/-/yargs-3.10.0.tgz#f7ee7bd857dd7c1d2d38c0e74efbd681d1431fd1" + integrity sha512-QFzUah88GAGy9lyDKGBqZdkYApt63rCXYBGYnEP4xDJPXNqXXnBDACnbrXnViV6jRSqAePwrATi2i8mfYm4L1A== + dependencies: + camelcase "^1.0.2" + cliui "^2.1.0" + decamelize "^1.0.0" + window-size "0.1.0" + +yocto-queue@^0.1.0: + version "0.1.0" + resolved "https://registry.yarnpkg.com/yocto-queue/-/yocto-queue-0.1.0.tgz#0294eb3dee05028d31ee1a5fa2c556a6aaf10a1b" + integrity sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q== From 01c18fe02e467357d3ea549d6b09f82a393b4ea0 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sat, 20 Aug 2022 00:17:31 -0400 Subject: [PATCH 03/18] Piechart and Treemap done --- public/scripts/main.js | 10 +++++--- public/scripts/vis/piechart.js | 30 +++++++++-------------- public/scripts/vis/treemap.js | 45 ++++++++++++++++++++++++++++++++++ views/layout.pug | 1 + views/survey.pug | 1 + 5 files changed, 66 insertions(+), 21 deletions(-) create mode 100644 public/scripts/vis/treemap.js diff --git a/public/scripts/main.js b/public/scripts/main.js index 403762e..ae435d6 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -8,8 +8,12 @@ function main() { } function startSurvey() { - username = document.getElementById("username").value; - window.location.href = "/survey"; + if (numTrials % 3 != 0) { + alert("Number of trials must be a multiple of 3"); + return; + } + + } function makeChart() { @@ -23,7 +27,7 @@ function makeChart() { .append("g") .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); - chart = new PieChart(svg, {width: width, height: height, margin: margin}); + chart = new TreeMap(svg, {width: width, height: height, margin: margin}); chart.draw(); } diff --git a/public/scripts/vis/piechart.js b/public/scripts/vis/piechart.js index c5d8435..d486ad0 100644 --- a/public/scripts/vis/piechart.js +++ b/public/scripts/vis/piechart.js @@ -10,7 +10,17 @@ class PieChart extends Chart { this.svg.attr("transform", "translate(" + (this.margin.left + this.width / 2) + "," + (this.margin.top + this.height / 2) + ")") - this.createPie(); + this.pie = d3.pie() + .value(d => d) + .sort(null); + + this.arc = d3.arc() + .innerRadius(0) + .outerRadius(this.radius); + + this.data_ready = this.pie(this.data); + + this.centroids = this.data_ready.map(d => this.arc.centroid(d)); // TODO: fix kinda clunky solution this.svg.selectAll(".slice") .data(this.pie(this.data)) @@ -25,30 +35,14 @@ class PieChart extends Chart { this.drawMarks(); } - createPie() { - this.pie = d3.pie() - .value(d => d) - .sort(null); - - this.arc = d3.arc() - .innerRadius(0) - .outerRadius(this.radius); - - this.data_ready = this.pie(this.data); - - this.centroids = this.data_ready.map(d => this.arc.centroid(d)); - } - drawMarks() { this.svg.selectAll(".mark") .data(this.marked) .enter() .append("circle") .attr("class", "mark") - .attr("cx", 0) - .attr("cy", 0) .attr("r", 3) - .attr("transform", function(d) { return "translate(" + this.centroids[d][0] + "," + this.centroids[d][1] + ")"; }) + .attr("transform", d => "translate(" + this.centroids[d][0] + "," + this.centroids[d][1] + ")") .attr("stroke", "black") .attr("stroke-width", 1); } diff --git a/public/scripts/vis/treemap.js b/public/scripts/vis/treemap.js new file mode 100644 index 0000000..6ae27cc --- /dev/null +++ b/public/scripts/vis/treemap.js @@ -0,0 +1,45 @@ +class TreeMap extends Chart { + constructor(svg, params) { + super(svg, params); + } + + draw() { + super.draw(); + + this.root = d3.hierarchy({"children": this.data}) + .sum(d => d) + .sort((a, b) => b.value - a.value); + + d3.treemap() + .size([this.width, this.height]) + .padding(6) + (this.root); + + this.svg.selectAll(".rect") + .data(this.root.leaves()) + .enter() + .append("rect") + .attr("class", "rect") + .attr("x", d => d.x0) + .attr("y", d => d.y0) + .attr("width", d => d.x1 - d.x0) + .attr("height", d => d.y1 - d.y0) + .attr("stroke", "black") + .attr("fill", "none"); + + this.drawMarks(); + } + + drawMarks() { + this.svg.selectAll(".mark") + .data(this.marked) + .enter() + .append("circle") + .attr("class", "mark") + .attr("cx", d => this.root.leaves()[d].x0 + (this.root.leaves()[d].x1 - this.root.leaves()[d].x0) / 2) + .attr("cy", d => this.root.leaves()[d].y0 + (this.root.leaves()[d].y1 - this.root.leaves()[d].y0) / 2) + .attr("r", 3) + .attr("stroke", "black") + .attr("stroke-width", 1); + } +} \ No newline at end of file diff --git a/views/layout.pug b/views/layout.pug index f01f64f..f69a196 100644 --- a/views/layout.pug +++ b/views/layout.pug @@ -13,6 +13,7 @@ html script(src="/scripts/vis/chart.js") script(src="/scripts/vis/barchart.js") script(src="/scripts/vis/piechart.js") + script(src="/scripts/vis/treemap.js") script(src="/scripts/main.js") meta(charset="utf-8") diff --git a/views/survey.pug b/views/survey.pug index bc1a1b5..a7c9711 100644 --- a/views/survey.pug +++ b/views/survey.pug @@ -1,6 +1,7 @@ extends layout block content + script startSurvey(); div(class="container") div(class="section center-align") script. From e2402ff510b6886211490399e8c6f68ed403ab1f Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sat, 20 Aug 2022 00:31:24 -0400 Subject: [PATCH 04/18] Randomly shuffle vis types --- public/scripts/main.js | 41 +++++++++++++++++++++++++++++++++++++---- results.csv | 2 ++ 2 files changed, 39 insertions(+), 4 deletions(-) create mode 100644 results.csv diff --git a/public/scripts/main.js b/public/scripts/main.js index ae435d6..42a6f25 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -2,6 +2,7 @@ let chart; var numTrials = 60; var currentTrial = 1; var username = "ID_" + getTime(); +var visList = []; function main() { @@ -13,7 +14,26 @@ function startSurvey() { return; } + for (var i = 0; i < numTrials / 3; i++) { + visList.push("bar"); + } + + for (var i = 0; i < numTrials / 3; i++) { + visList.push("pie"); + } + for (var i = 0; i < numTrials / 3; i++) { + visList.push("treemap"); + } + + shuffle(visList); +} + +function shuffle(list) { + for (let i = list.length-1; i > 0; --i) { + const j = Math.floor(Math.random() * (i + 1)); + [list[i], list[j]] = [list[j], list[i]]; + } } function makeChart() { @@ -27,7 +47,20 @@ function makeChart() { .append("g") .attr("transform", "translate(" + margin.left + "," + margin.top + ")"); - chart = new TreeMap(svg, {width: width, height: height, margin: margin}); + let params = {width: width, height: height, margin: margin}; + + switch (visList[currentTrial - 1]) { + case "bar": + chart = new BarChart(svg, params); + break; + case "pie": + chart = new PieChart(svg, params); + break; + case "treemap": + chart = new TreeMap(svg, params); + break; + } + chart.draw(); } @@ -37,7 +70,7 @@ function nextButton() { let error = Math.log2(Math.abs(guess - actual) + (1/8)); console.log("guess: " + guess + " actual: " + actual + " error: " + error); - postResults(guess, actual, error); + postResults(guess, actual, error, visList[currentTrial - 1]); document.getElementById("answer").value = ""; chart.clear(); @@ -52,11 +85,11 @@ function nextButton() { } } -function postResults(guess, actual, error) { +function postResults(guess, actual, error, vis) { data = { id: username, trial: currentTrial, - vis: "bar", + vis: vis, guess: guess, actual: actual, error: error diff --git a/results.csv b/results.csv new file mode 100644 index 0000000..b968a6b --- /dev/null +++ b/results.csv @@ -0,0 +1,2 @@ +id,trial,vis,guess,actual,error +ID_1660969830826,1,bar,25,35,3.3398500028846247 From a18075b33c78531e92f4dc7ab86adec50a2e7cda Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sat, 20 Aug 2022 00:40:10 -0400 Subject: [PATCH 05/18] Fix treemap issue Fixed marking wrong rectangles because of sorting --- public/scripts/main.js | 3 ++- public/scripts/vis/treemap.js | 4 +--- results.csv | 2 -- 3 files changed, 3 insertions(+), 6 deletions(-) delete mode 100644 results.csv diff --git a/public/scripts/main.js b/public/scripts/main.js index 42a6f25..497508d 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -76,7 +76,8 @@ function nextButton() { chart.clear(); if (currentTrial >= numTrials) { - window.location.href="/done"; + //window.location.href="/done"; + return; } else { currentTrial++; document.getElementById("trial-tracker").innerHTML = currentTrial + " / " + numTrials; diff --git a/public/scripts/vis/treemap.js b/public/scripts/vis/treemap.js index 6ae27cc..8bd9a97 100644 --- a/public/scripts/vis/treemap.js +++ b/public/scripts/vis/treemap.js @@ -6,9 +6,7 @@ class TreeMap extends Chart { draw() { super.draw(); - this.root = d3.hierarchy({"children": this.data}) - .sum(d => d) - .sort((a, b) => b.value - a.value); + this.root = d3.hierarchy({"children": this.data}).sum(d => d); d3.treemap() .size([this.width, this.height]) diff --git a/results.csv b/results.csv deleted file mode 100644 index b968a6b..0000000 --- a/results.csv +++ /dev/null @@ -1,2 +0,0 @@ -id,trial,vis,guess,actual,error -ID_1660969830826,1,bar,25,35,3.3398500028846247 From d60ba2066a972d0464cced879cc5458cd2fa55c3 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 16:50:28 -0400 Subject: [PATCH 06/18] Server tweaks --- routes/index.js | 10 ++++------ server.js | 4 ++-- 2 files changed, 6 insertions(+), 8 deletions(-) diff --git a/routes/index.js b/routes/index.js index c3f0c55..62dce33 100644 --- a/routes/index.js +++ b/routes/index.js @@ -3,19 +3,17 @@ var router = express.Router(); var fs = require("fs"); -var title = "Cleveland-McGill Experiment"; - /* GET home page. */ router.get("/", function(req, res, next) { - res.render("index", { title: title }); + res.render("index"); }); router.get("/survey", function(req, res, next) { - res.render("survey", { title: title, numTrials: 60, currentTrial: 1 }); + res.render("survey", { numTrials: 60, currentTrial: 1 }); }); router.get("/done", function(req, res, next) { - res.render("done", { title: title }); + res.render("done"); }); router.post("/submit", function(req, res, next) { @@ -35,4 +33,4 @@ router.post("/submit", function(req, res, next) { //res.end(); }); -module.exports = router; +module.exports = router; \ No newline at end of file diff --git a/server.js b/server.js index 3e3829a..f402845 100644 --- a/server.js +++ b/server.js @@ -11,9 +11,7 @@ var app = express(); // view engine setup app.set("views", path.join(__dirname, "views")); -//app.set("view engine", "jade"); app.set("view engine", "pug"); -//app.set("view engine", "ejs"); app.use(logger("dev")); app.use(express.json()); @@ -24,6 +22,8 @@ app.use(express.static(path.join(__dirname, "public"))); app.use("/", indexRouter); app.use("/users", usersRouter); +app.locals.title = "Cleveland-McGill Experiment"; + // catch 404 and forward to error handler app.use(function(req, res, next) { next(createError(404)); From 375b2826a0f16b19504109a69a711d5f726464d0 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 16:51:07 -0400 Subject: [PATCH 07/18] Style tweaks --- public/stylesheets/style.css | 4 ++-- views/done.pug | 1 + views/index.pug | 2 +- views/partials/header.pug | 4 ++++ views/survey.pug | 10 +++++----- 5 files changed, 13 insertions(+), 8 deletions(-) create mode 100644 views/partials/header.pug diff --git a/public/stylesheets/style.css b/public/stylesheets/style.css index 2058543..c2a722b 100644 --- a/public/stylesheets/style.css +++ b/public/stylesheets/style.css @@ -7,6 +7,6 @@ a { color: #00B7FF; } -#next-buton { +.btn-wide { width: 100%; -} +} \ No newline at end of file diff --git a/views/done.pug b/views/done.pug index 7c2f1ef..901340f 100644 --- a/views/done.pug +++ b/views/done.pug @@ -1,5 +1,6 @@ extends layout block content + include partials/header.pug h1= title p Thank you! \ No newline at end of file diff --git a/views/index.pug b/views/index.pug index e02c5b1..cea220f 100644 --- a/views/index.pug +++ b/views/index.pug @@ -1,9 +1,9 @@ extends layout block content + include partials/header.pug div(class="container") div(class="section center-align") - h1= title p Welcome to #{title} a(href="/survey") button(class="btn waves-effect waves-light") Start diff --git a/views/partials/header.pug b/views/partials/header.pug new file mode 100644 index 0000000..90c5ac3 --- /dev/null +++ b/views/partials/header.pug @@ -0,0 +1,4 @@ +block content + div(class="container") + div(class="section center-align") + h1= title \ No newline at end of file diff --git a/views/survey.pug b/views/survey.pug index a7c9711..4d2d3e8 100644 --- a/views/survey.pug +++ b/views/survey.pug @@ -16,9 +16,9 @@ block content div(class="section" id="form") form(onsubmit="nextButton(); return false;") div(class="row") - div(class="col s4 offset-s3") - input(type="number" min="0" max="100" step="1" name="answer" id="answer" class="validate" required) - label(for="percentage") Percentage (0-100) + div(class="col s12 offset-m2 m6 offset-l3 l4") + input(type="number" min="0" max="100" step="1" id="answer" class="validate" placeholder="Percentage (0-100)" required) + //- label(for="percentage") Percentage (0-100) //- input(type="range" min="0" max="100" step="1" name="percentage") - div(class="col s2") - button(type="submit", class="btn-large right" id="next-button") Next \ No newline at end of file + div(class="col s12 m2 l2") + button(type="submit", class="btn btn-wide" id="next-button") Next \ No newline at end of file From 84a0f5ccb85d47d4062bbfca859dfe2a1c0cc74a Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 19:06:19 -0400 Subject: [PATCH 08/18] Use a database --- package.json | 2 + public/scripts/main.js | 4 +- routes/index.js | 13 ++++-- utils/db.js | 29 +++++++++++++ yarn.lock | 98 ++++++++++++++++++++++++++++++++++++++++++ 5 files changed, 142 insertions(+), 4 deletions(-) create mode 100644 utils/db.js diff --git a/package.json b/package.json index 24c6927..98deeb8 100644 --- a/package.json +++ b/package.json @@ -11,11 +11,13 @@ "dependencies": { "cookie-parser": "~1.4.4", "debug": "~2.6.9", + "dotenv": "^16.0.1", "ejs": "^3.1.8", "express": "~4.16.1", "http-errors": "~1.6.3", "jade": "~1.11.0", "morgan": "~1.9.1", + "pg": "^8.7.3", "pug": "^3.0.2" }, "devDependencies": { diff --git a/public/scripts/main.js b/public/scripts/main.js index 497508d..1b4d561 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -37,9 +37,11 @@ function shuffle(list) { } function makeChart() { + let margin = {top: 20, right: 20, bottom: 20, left: 20}; + //let width = Math.min(640, Math.floor(document.getElementById("canvas").width) - margin.left - margin.right); let width = 640; + //let height = Math.min(480, Math.floor((width/4)*3) - margin.top - margin.bottom); let height = 480; - let margin = {top: 20, right: 20, bottom: 20, left: 20}; let svg = d3.select("#chart") .attr("width", width + margin.left + margin.right) diff --git a/routes/index.js b/routes/index.js index 62dce33..4e5b67e 100644 --- a/routes/index.js +++ b/routes/index.js @@ -2,6 +2,7 @@ var express = require("express"); var router = express.Router(); var fs = require("fs"); +var pool = require("../utils/db"); /* GET home page. */ router.get("/", function(req, res, next) { @@ -18,16 +19,22 @@ router.get("/done", function(req, res, next) { router.post("/submit", function(req, res, next) { let csv = req.body.id + "," + req.body.trial + "," + req.body.vis + "," + req.body.guess + "," + req.body.actual + "," + req.body.error + "\n"; - fs.existsSync("results.csv") || fs.writeFileSync("results.csv", "id,trial,vis,guess,actual,error\n"); - fs.appendFile("results.csv", csv, {encoding: "utf8"}, function(err) { if (err) { console.log(err); } }); - console.log(csv); + pool.query( + "INSERT INTO results (id, trial, vis, guess, actual, error) VALUES ($1, $2, $3, $4, $5, $6)", + [req.body.id, req.body.trial, req.body.vis, req.body.guess, req.body.actual, req.body.error], + (err, res) => { + if (err) { + console.log(err); + } + } + ) res.json(req.body); //res.end(); diff --git a/utils/db.js b/utils/db.js new file mode 100644 index 0000000..ed42c8d --- /dev/null +++ b/utils/db.js @@ -0,0 +1,29 @@ +require("dotenv").config(); + +const { Client, Pool } = require("pg"); + +// const client = new Client({ +// connectionString: process.env.DATABASE_URL, +// ssl: { +// rejectUnauthorized: false +// } +// }); + +const pool = new Pool({ + connectionString: process.env.DATABASE_URL, + ssl: { + rejectUnauthorized: false + } +}) + +// client.connect(); + +// client.query("SELECT * FROM public.results;", (err, res) => { +// if (err) throw err; +// for (let row of res.rows) { +// console.log(JSON.stringify(row)); +// } +// client.end(); +// }); + +module.exports = pool; \ No newline at end of file diff --git a/yarn.lock b/yarn.lock index d3edf32..6befc95 100644 --- a/yarn.lock +++ b/yarn.lock @@ -249,6 +249,11 @@ braces@^3.0.2: dependencies: fill-range "^7.0.1" +buffer-writer@2.0.0: + version "2.0.0" + resolved "https://registry.yarnpkg.com/buffer-writer/-/buffer-writer-2.0.0.tgz#ce7eb81a38f7829db09c873f2fbb792c0c98ec04" + integrity sha512-a7ZpuTZU1TRtnwyCNW3I5dc0wWNC3VR9S++Ewyk2HHZdrO3CQJqSpd+95Us590V6AL7JqUAH2IwZ/398PmNFgw== + bytes@3.0.0: version "3.0.0" resolved "https://registry.yarnpkg.com/bytes/-/bytes-3.0.0.tgz#d32815404d689699f85a4ea4fa8755dd13a96048" @@ -474,6 +479,11 @@ doctypes@^1.1.0: resolved "https://registry.yarnpkg.com/doctypes/-/doctypes-1.1.0.tgz#ea80b106a87538774e8a3a4a5afe293de489e0a9" integrity sha512-LLBi6pEqS6Do3EKQ3J0NqHWV5hhb78Pi8vvESYwyOy2c31ZEZVdtitdzsQsKb7878PEERhzUk0ftqGhG6Mz+pQ== +dotenv@^16.0.1: + version "16.0.1" + resolved "https://registry.yarnpkg.com/dotenv/-/dotenv-16.0.1.tgz#8f8f9d94876c35dac989876a5d3a82a267fdce1d" + integrity sha512-1K6hR6wtk2FviQ4kEiSjFiH5rpzEVi8WW0x96aztHVMhEspNpc4DVOUTEHtEva5VThQ8IaBX1Pe4gSzpVVUsKQ== + ee-first@1.1.1: version "1.1.1" resolved "https://registry.yarnpkg.com/ee-first/-/ee-first-1.1.1.tgz#590c61156b0ae2f4f0255732a158b266bc56b21d" @@ -1224,6 +1234,11 @@ p-locate@^5.0.0: dependencies: p-limit "^3.0.2" +packet-reader@1.0.0: + version "1.0.0" + resolved "https://registry.yarnpkg.com/packet-reader/-/packet-reader-1.0.0.tgz#9238e5480dedabacfe1fe3f2771063f164157d74" + integrity sha512-HAKu/fG3HpHFO0AA8WE8q2g+gBJaZ9MG7fcKk+IJPLTGAD6Psw4443l+9DGRbOIh3/aXr7Phy0TjilYivJo5XQ== + parent-module@^1.0.0: version "1.0.1" resolved "https://registry.yarnpkg.com/parent-module/-/parent-module-1.0.1.tgz#691d2709e78c79fae3a156622452d00762caaaa2" @@ -1266,11 +1281,84 @@ path-type@^4.0.0: resolved "https://registry.yarnpkg.com/path-type/-/path-type-4.0.0.tgz#84ed01c0a7ba380afe09d90a8c180dcd9d03043b" integrity sha512-gDKb8aZMDeD/tZWs9P6+q0J9Mwkdl6xMV8TjnGP3qJVJ06bdMgkbBlLU8IdfOsIsFz2BW1rNVT3XuNEl8zPAvw== +pg-connection-string@^2.5.0: + version "2.5.0" + resolved "https://registry.yarnpkg.com/pg-connection-string/-/pg-connection-string-2.5.0.tgz#538cadd0f7e603fc09a12590f3b8a452c2c0cf34" + integrity sha512-r5o/V/ORTA6TmUnyWZR9nCj1klXCO2CEKNRlVuJptZe85QuhFayC7WeMic7ndayT5IRIR0S0xFxFi2ousartlQ== + +pg-int8@1.0.1: + version "1.0.1" + resolved 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dependencies: + pg-int8 "1.0.1" + postgres-array "~2.0.0" + postgres-bytea "~1.0.0" + postgres-date "~1.0.4" + postgres-interval "^1.1.0" + +pg@^8.7.3: + version "8.7.3" + resolved "https://registry.yarnpkg.com/pg/-/pg-8.7.3.tgz#8a5bdd664ca4fda4db7997ec634c6e5455b27c44" + integrity sha512-HPmH4GH4H3AOprDJOazoIcpI49XFsHCe8xlrjHkWiapdbHK+HLtbm/GQzXYAZwmPju/kzKhjaSfMACG+8cgJcw== + dependencies: + buffer-writer "2.0.0" + packet-reader "1.0.0" + pg-connection-string "^2.5.0" + pg-pool "^3.5.1" + pg-protocol "^1.5.0" + pg-types "^2.1.0" + pgpass "1.x" + +pgpass@1.x: + version "1.0.5" + resolved "https://registry.yarnpkg.com/pgpass/-/pgpass-1.0.5.tgz#9b873e4a564bb10fa7a7dbd55312728d422a223d" + integrity sha512-FdW9r/jQZhSeohs1Z3sI1yxFQNFvMcnmfuj4WBMUTxOrAyLMaTcE1aAMBiTlbMNaXvBCQuVi0R7hd8udDSP7ug== + dependencies: + split2 "^4.1.0" + picomatch@^2.3.1: version "2.3.1" resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.3.1.tgz#3ba3833733646d9d3e4995946c1365a67fb07a42" integrity sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA== +postgres-array@~2.0.0: + version "2.0.0" + resolved "https://registry.yarnpkg.com/postgres-array/-/postgres-array-2.0.0.tgz#48f8fce054fbc69671999329b8834b772652d82e" + integrity sha512-VpZrUqU5A69eQyW2c5CA1jtLecCsN2U/bD6VilrFDWq5+5UIEVO7nazS3TEcHf1zuPYO/sqGvUvW62g86RXZuA== + +postgres-bytea@~1.0.0: + version "1.0.0" + resolved "https://registry.yarnpkg.com/postgres-bytea/-/postgres-bytea-1.0.0.tgz#027b533c0aa890e26d172d47cf9ccecc521acd35" + integrity sha512-xy3pmLuQqRBZBXDULy7KbaitYqLcmxigw14Q5sj8QBVLqEwXfeybIKVWiqAXTlcvdvb0+xkOtDbfQMOf4lST1w== + +postgres-date@~1.0.4: + version "1.0.7" + resolved "https://registry.yarnpkg.com/postgres-date/-/postgres-date-1.0.7.tgz#51bc086006005e5061c591cee727f2531bf641a8" + integrity sha512-suDmjLVQg78nMK2UZ454hAG+OAW+HQPZ6n++TNDUX+L0+uUlLywnoxJKDou51Zm+zTCjrCl0Nq6J9C5hP9vK/Q== + +postgres-interval@^1.1.0: + version "1.2.0" + resolved "https://registry.yarnpkg.com/postgres-interval/-/postgres-interval-1.2.0.tgz#b460c82cb1587507788819a06aa0fffdb3544695" + integrity sha512-9ZhXKM/rw350N1ovuWHbGxnGh/SNJ4cnxHiM0rxE4VN41wsg8P8zWn9hv/buK00RP4WvlOyr/RBDiptyxVbkZQ== + dependencies: + xtend "^4.0.0" + prelude-ls@^1.2.1: version "1.2.1" resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.2.1.tgz#debc6489d7a6e6b0e7611888cec880337d316396" @@ -1568,6 +1656,11 @@ source-map@~0.5.1: resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.5.7.tgz#8a039d2d1021d22d1ea14c80d8ea468ba2ef3fcc" integrity sha512-LbrmJOMUSdEVxIKvdcJzQC+nQhe8FUZQTXQy6+I75skNgn3OoQ0DZA8YnFa7gp8tqtL3KPf1kmo0R5DoApeSGQ== +split2@^4.1.0: + version "4.1.0" + resolved "https://registry.yarnpkg.com/split2/-/split2-4.1.0.tgz#101907a24370f85bb782f08adaabe4e281ecf809" + integrity sha512-VBiJxFkxiXRlUIeyMQi8s4hgvKCSjtknJv/LVYbrgALPwf5zSKmEwV9Lst25AkvMDnvxODugjdl6KZgwKM1WYQ== + "statuses@>= 1.4.0 < 2": version "1.5.0" resolved "https://registry.yarnpkg.com/statuses/-/statuses-1.5.0.tgz#161c7dac177659fd9811f43771fa99381478628c" @@ -1763,6 +1856,11 @@ wrappy@1: resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f" integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ== +xtend@^4.0.0: + version "4.0.2" + resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.2.tgz#bb72779f5fa465186b1f438f674fa347fdb5db54" + integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ== + yargs@~3.10.0: version "3.10.0" resolved "https://registry.yarnpkg.com/yargs/-/yargs-3.10.0.tgz#f7ee7bd857dd7c1d2d38c0e74efbd681d1431fd1" From cfe399e6ce17206c352428338be237717519f72a Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 19:16:30 -0400 Subject: [PATCH 09/18] Setup Python environment for data analysis --- Pipfile | 18 + Pipfile.lock | 1588 ++++++++++++++++++++++++++++++++++++++++++++++++ notebook.ipynb | 28 + 3 files changed, 1634 insertions(+) create mode 100644 Pipfile create mode 100644 Pipfile.lock create mode 100644 notebook.ipynb diff --git a/Pipfile b/Pipfile new file mode 100644 index 0000000..f65ff82 --- /dev/null +++ b/Pipfile @@ -0,0 +1,18 @@ +[[source]] +url = "https://pypi.python.org/simple" +verify_ssl = true +name = "pypi" + +[packages] +numpy = "*" +pandas = "*" +jupyter = "*" +matplotlib = "*" +ipympl = "*" +seaborn = "*" + +[dev-packages] +nbconvert = "*" + +[requires] +python_version = "3.8" diff --git a/Pipfile.lock b/Pipfile.lock new file mode 100644 index 0000000..9a30b24 --- /dev/null +++ b/Pipfile.lock @@ -0,0 +1,1588 @@ +{ + "_meta": { + "hash": { + "sha256": "336a683379b969b652212b1a977529c9d793718b88201f39035a65f7e10f20f4" + }, + "pipfile-spec": 6, + "requires": { + "python_version": "3.8" + }, + "sources": [ + { + "name": "pypi", + "url": "https://pypi.python.org/simple", + "verify_ssl": true 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@@ -0,0 +1,28 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from scipy import stats\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "sns.set_theme()\n", + "sns.set(rc = {'figure.figsize':(12,8)})" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} From ecf3359a43f77442586c05722091b646d8f74952 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 19:44:58 -0400 Subject: [PATCH 10/18] Improved async POST Made next chart --- public/scripts/main.js | 31 ++++++++++++++++++------------- 1 file changed, 18 insertions(+), 13 deletions(-) diff --git a/public/scripts/main.js b/public/scripts/main.js index 1b4d561..6941511 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -72,23 +72,27 @@ function nextButton() { let error = Math.log2(Math.abs(guess - actual) + (1/8)); console.log("guess: " + guess + " actual: " + actual + " error: " + error); - postResults(guess, actual, error, visList[currentTrial - 1]); - document.getElementById("answer").value = ""; chart.clear(); - if (currentTrial >= numTrials) { - //window.location.href="/done"; - return; - } else { - currentTrial++; - document.getElementById("trial-tracker").innerHTML = currentTrial + " / " + numTrials; + currentTrial++; + document.getElementById("trial-tracker").innerHTML = Math.min(currentTrial, numTrials) + " / " + numTrials; + postResults(guess, actual, error, visList[currentTrial - 1]).then(res => { + if (currentTrial > numTrials) { + window.location.href="/done"; + return; + } + }).catch(err => { + console.log(err); + }); + + if (currentTrial <= numTrials) { makeChart(); } } -function postResults(guess, actual, error, vis) { +async function postResults(guess, actual, error, vis) { data = { id: username, trial: currentTrial, @@ -98,15 +102,16 @@ function postResults(guess, actual, error, vis) { error: error } - console.log(data); - fetch("/submit", { + //console.log(data); + let res = await fetch("/submit", { headers: { "Content-Type": "application/json", "Accept": "application/json" }, method: "POST", body: JSON.stringify(data) - }).then (function(response) { - console.debug(response); }); + + console.debug(res); + return res; } \ No newline at end of file From ef29eab510693204d91eef22cdc060666506b1eb Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 20:23:59 -0400 Subject: [PATCH 11/18] Minor fixes Trial number and error calc --- public/scripts/main.js | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/public/scripts/main.js b/public/scripts/main.js index 6941511..c95c276 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -69,7 +69,10 @@ function makeChart() { function nextButton() { let guess = document.getElementById("answer").valueAsNumber; let actual = chart.percentage; - let error = Math.log2(Math.abs(guess - actual) + (1/8)); + let error = Math.log2(Math.abs(guess - actual) + (1/8)); // TODO: make this server-side? calculate later? + if (error == -3) { + error = 0; + } console.log("guess: " + guess + " actual: " + actual + " error: " + error); document.getElementById("answer").value = ""; @@ -78,7 +81,7 @@ function nextButton() { currentTrial++; document.getElementById("trial-tracker").innerHTML = Math.min(currentTrial, numTrials) + " / " + numTrials; - postResults(guess, actual, error, visList[currentTrial - 1]).then(res => { + postResults(guess, actual, error, visList[currentTrial - 2]).then(res => { if (currentTrial > numTrials) { window.location.href="/done"; return; From e118221b5f0abf6cf492836e045b656a76b3b9df Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 20:25:01 -0400 Subject: [PATCH 12/18] Update style --- views/done.pug | 5 +++-- views/partials/header.pug | 2 +- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/views/done.pug b/views/done.pug index 901340f..391e5b5 100644 --- a/views/done.pug +++ b/views/done.pug @@ -2,5 +2,6 @@ extends layout block content include partials/header.pug - h1= title - p Thank you! \ No newline at end of file + div(class="container") + div(class="section center-align") + p Thank you! \ No newline at end of file diff --git a/views/partials/header.pug b/views/partials/header.pug index 90c5ac3..2c7f5fa 100644 --- a/views/partials/header.pug +++ b/views/partials/header.pug @@ -1,4 +1,4 @@ block content div(class="container") div(class="section center-align") - h1= title \ No newline at end of file + h2= title \ No newline at end of file From 70896ade656b726ca035ddb48dbd805ff3b87ce0 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 21:37:24 -0400 Subject: [PATCH 13/18] Fix trial number --- public/scripts/main.js | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/public/scripts/main.js b/public/scripts/main.js index c95c276..6517ba7 100644 --- a/public/scripts/main.js +++ b/public/scripts/main.js @@ -81,7 +81,7 @@ function nextButton() { currentTrial++; document.getElementById("trial-tracker").innerHTML = Math.min(currentTrial, numTrials) + " / " + numTrials; - postResults(guess, actual, error, visList[currentTrial - 2]).then(res => { + postResults(currentTrial-1, guess, actual, error, visList[currentTrial - 2]).then(res => { if (currentTrial > numTrials) { window.location.href="/done"; return; @@ -95,10 +95,10 @@ function nextButton() { } } -async function postResults(guess, actual, error, vis) { +async function postResults(trial, guess, actual, error, vis) { data = { id: username, - trial: currentTrial, + trial: trial, vis: vis, guess: guess, actual: actual, From 95e0528f645c7d165af4272f501dda5c775c7004 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 23:01:19 -0400 Subject: [PATCH 14/18] Upload 600+ results csv --- results.csv | 656 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+ID_1661136964976,35.0,treemap,90.0,85.0,2.357552004618084 +ID_1661136964976,36.0,bar,40.0,38.0,1.0874628412503393 +ID_1661136964976,37.0,treemap,85.0,91.0,2.6147098441152083 +ID_1661136964976,38.0,pie,33.0,30.0,1.6438561897747248 +ID_1661136964976,39.0,pie,25.0,23.0,1.0874628412503393 +ID_1661136964976,40.0,bar,80.0,81.0,0.16992500144231237 +ID_1661136964976,41.0,treemap,40.0,43.0,1.6438561897747248 +ID_1661136964976,42.0,bar,53.0,53.0,0.0 +ID_1661136964976,43.0,pie,95.0,90.0,2.357552004618084 +ID_1661136964976,44.0,treemap,66.0,73.0,2.8328900141647417 +ID_1661136964976,45.0,pie,40.0,44.0,2.0443941193584534 +ID_1661136964976,46.0,pie,45.0,49.0,2.0443941193584534 +ID_1661136964976,47.0,treemap,90.0,91.0,0.16992500144231237 +ID_1661136964976,48.0,bar,28.0,25.0,1.6438561897747248 +ID_1661136964976,49.0,treemap,90.0,91.0,0.16992500144231237 +ID_1661136964976,50.0,treemap,25.0,31.0,2.6147098441152083 +ID_1661136964976,51.0,bar,75.0,79.0,2.0443941193584534 +ID_1661136964976,52.0,treemap,60.0,52.0,3.0223678130284544 +ID_1661136964976,53.0,treemap,40.0,30.0,3.3398500028846247 +ID_1661136964976,54.0,pie,28.0,23.0,2.357552004618084 +ID_1661136964976,55.0,treemap,80.0,72.0,3.0223678130284544 +ID_1661136964976,56.0,bar,45.0,42.0,1.6438561897747248 +ID_1661136964976,57.0,treemap,50.0,50.0,0.0 +ID_1661136964976,58.0,pie,66.0,64.0,1.0874628412503393 +ID_1661136964976,59.0,treemap,80.0,78.0,1.0874628412503393 +ID_1661136964976,60.0,bar,80.0,79.0,0.16992500144231237 +ID_1661136964976,61.0,bar,70.0,68.0,1.0874628412503393 From 0d7fe1d6428267e8e3ad269c9d4f7c7c57654e86 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 23:57:23 -0400 Subject: [PATCH 15/18] Update instructions --- views/survey.pug | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/views/survey.pug b/views/survey.pug index 4d2d3e8..84838de 100644 --- a/views/survey.pug +++ b/views/survey.pug @@ -11,7 +11,8 @@ block content div(class="section center" id="canvas") svg(id="chart" onload="makeChart()") div(class="section center-align" id="instructions") - p instructions + p Two of the data points shown above are marked with a black dot. + p One of these marked data points is larger than the other. p What percentage do you think the smaller value is of the larger value? div(class="section" id="form") form(onsubmit="nextButton(); return false;") From dca97795dc46e52b7d80b83f465ef579e182b8e0 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Sun, 21 Aug 2022 23:57:50 -0400 Subject: [PATCH 16/18] Generate error chart graphic --- img/error.png | Bin 0 -> 8355 bytes notebook.ipynb | 93 +++++++++++++++++++++++++++++++++++++++++++++---- 2 files changed, 87 insertions(+), 6 deletions(-) create mode 100644 img/error.png diff --git a/img/error.png b/img/error.png new file mode 100644 index 0000000000000000000000000000000000000000..e1420815ab4d2f58451239b5e866dacd55a690f6 GIT binary patch literal 8355 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ztp2zajRzA5siiKX+-AyxS2YBbj#b=<=+`}BwE4>0|8Lrry?>~lcyYS;!%-+T7I07@sS@Bjb+ literal 0 HcmV?d00001 diff --git a/notebook.ipynb b/notebook.ipynb index 7675ba4..62b8be5 100644 --- a/notebook.ipynb +++ b/notebook.ipynb @@ -2,26 +2,107 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", - "from scipy import stats\n", + "from scipy.stats import bootstrap, norm\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", - "sns.set_theme()\n", - "sns.set(rc = {'figure.figsize':(12,8)})" + "sns.set_theme(style=\"ticks\")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv(\"results.csv\")\n", + "df.loc[:, [\"vis\", \"error\"]].groupby([\"vis\"]).mean()\n", + "\n", + "df_bar = df[df[\"vis\"] == \"bar\"]\n", + "df_pie = df[df[\"vis\"] == \"pie\"]\n", + "df_tree = df[df[\"vis\"] == \"treemap\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ConfidenceInterval(low=0.1699250014423123, high=1.087462841250339)\n", + "ConfidenceInterval(low=1.6438561897747248, high=2.0443941193584534)\n", + "ConfidenceInterval(low=2.357552004618084, high=2.8328900141647417)\n" + ] + } + ], + "source": [ + "bs_bar = bootstrap((df_bar.error,), np.median, confidence_level=0.95, method=\"percentile\")\n", + "bs_pie = bootstrap((df_pie.error,), np.median, confidence_level=0.95, method=\"percentile\")\n", + "bs_tree = bootstrap((df_tree.error,), np.median, confidence_level=0.95, method=\"percentile\")\n", + "\n", + "print(bs_bar.confidence_interval)\n", + "print(bs_pie.confidence_interval)\n", + "print(bs_tree.confidence_interval)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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zPJYnPCt=RrZ!EQTf$2Eb=Gb*+=}G)s0KygyAMNM`^AH;KH`16_$L-K3M-rsK8WKbB z#QLLU*j|z0xe~W31#CqH-?eX=cMRodRl`fS#>wqn6+*j!k91O=@oZ|_NKVxK&jm$B zZtO{O&Pc+fG=!r!3B#BKpUB%Z~d7omull- zJk~zcUq5&*a?8ktX1)=42bvG=x0m_bC%5ofv#b68S9=n0)D7ocu1VSe+^@)`8&{JC zrFL|5ki@B1a6!I}8~;rIAEboiQ1ifnwY7O9fj=WZkKvMJ%=Fic8y^1tMDTZQR3aPs z6D9BUV*96qqiMu@Yl;f!>wBE15<;69yUwUo@wWeD?zJ7h*&%Hw-NBtXUTn+>P From 6967a644228fd5cd52052fd41fb10a88400986f7 Mon Sep 17 00:00:00 2001 From: Rob Chiocchio Date: Mon, 22 Aug 2022 00:17:12 -0400 Subject: [PATCH 18/18] README Writeup + screenshots --- README.md | 114 +++++++++++++-------------------------- img/barchart_example.png | Bin 0 -> 5119 bytes img/piechart_example.png | Bin 0 -> 45874 bytes img/survey_page.png | Bin 0 -> 69668 bytes img/treemap_example.png | Bin 0 -> 4669 bytes 5 files changed, 36 insertions(+), 78 deletions(-) create mode 100644 img/barchart_example.png create mode 100644 img/piechart_example.png create mode 100644 img/survey_page.png create mode 100644 img/treemap_example.png diff --git a/README.md b/README.md index f34305a..e7498e3 100755 --- a/README.md +++ b/README.md @@ -1,98 +1,56 @@ Assignment 3 - Replicating a Classic Experiment === -https://robch.io/03-Experiment/ +Rob Chiocchio -For the scope of this project, assume the role of a scientist who runs experiments for a living. +Survey link: https://cs480x-03-experiment.herokuapp.com/ -Q: How do we know that bar charts are "better" than pie charts? -A: Controlled experiments! - -In this assignment you'll implement a simple controlled experiment using some of the visualizations you’ve been building in this class. -You'll need to develop support code for the experiment sequence, results file output, and other experiment components. -(These are all simple with Javascript buttons and forms.) -The main goals for you are to a) test three competing visualizations, b) implement data generation and error calculation functions inspired by Cleveland and McGill's 1984 paper, c) run the experiment with 10 participants (or a trial equivalent), and d) do some basic analysis and reporting of the results. +--- -For this assignment you should aim to write everything from scratch. For experimentation it is often necessary to control all elements of the chart. -You should definitely *reference* demo programs from books or the web, and if you do please provide a References section with links at the end of your Readme. +For this experiment, I tested the effectiveness of bar charts, pie charts, and rectangular area charts as data visualization methods. I chose these three visualization types because I was curious how easy rectangular area charts are to interpret compared to more standard visualization methods like bar charts and pie charts. To compare them, I created a web survey that generates 60 random data visualizations (20 of each type). In each visualization, 2 elements of the total 5 are marked. The participant is asked to estimate the relation between the marked data points by guessing what percentage the smaller data point is of the larger. After each guess, all the information gets recorded to a dataset along with a calculated error value. The results of this survey were analyzed using Python to determine which data visualization methods are the most effective. -Requirements +Survey --- -- Look it over Cleveland and McGill's original experiment (see the section below) and [watch this video](experiment-example.mp4) to get a sense of the experiment structure and where your visualizations will go. -- When viewing the example experiment video, note the following: - - Trials are in random order. - - Each trial has a randomly generated set of 5-10 data points. - - Two of these data points are marked. - - (Note: the experiment UI and User Experience could be better. Plenty of design achievements here). -- Implement the data generation code **as described in the Cleveland & McGill paper**. - - The goal is to generate a set of random datapoints (usually 5 or 10, with values be between 0 and 100) and to mark two of them for comparison in the trial. -- Add 3 visualizations (i.e. conditions) to your experiment. When you are adding these visualizations, think about *why* these visualizations are interesting to test. In other words, keep in mind a *testable hypothesis* for each of the added visualization. Some good options include bar charts, pie charts, stacked-bar charts, and treemaps. You can also rotate your bar chart to be horizontal or upside-down as one of your conditions. You are encouraged to test unorthodox charts -- radar charts come to mind, but there are MANY possibilities here-- feel free to be creative! - - Follow the style from Cleveland and McGill closely (e.g. no color, simple lines) unless you are specifically testing a hypothesis (e.g. color versus no color). Pay attention to spacing between elements like bars. Do not mark bars for comparison using color-- this makes the perceptual task too easy. -- After each trial, implement code that grades and stores participant’s responses. -- At the end of the experiment, to get the data, one easy option use Javascript to show the data from the current experiment\* (i.e. a comma separated list in a text box) and copy it into your master datafile. See the Background section below for an example of what this file should look like. (\*Alternately implement a server, if you're experienced with that sort of thing.) - -- Figure out how to calculate "Error", the difference between the true percentage and the reported percentage. -- Scale this error using Cleveland and McGill’s log-base-2 error equation. For details, see the background section (there’s a figure with the equation). This becomes your “Error” column in the output. Make sure you use whole percentages (not decimal) in the log-base-2 equation. Make sure you handle the case of when a person gets the exact percentage correct (log-base-2 of 1/8 is -3, it is better to set this to 0). -- Run your experiment with 10 or more participants, or-- make sure you get at least 200 trials **per visualization type** in total. - - Grab friends or people in the class. - - Run at least 20 trials per visualization type, per participant. This is to ensure that you cover the range of possible answers (e.g. 5%, 10%, ..., 95%) -- Make sure to save the resulting CSV after each participant. Compile the results into a master csv file (all participants, all trials). -- Produce a README with figures that shows the visualizations you tested and results, ordered by best performance to worst performance. Follow the modern Cleveland-McGill figure below -- though note that using names instead of icons is fine. -- To obtain the ranking, calculate and report the average log2Error for each visualization across all trials and participants. This should be straightforward to do in a spreadsheet. -- Use Bootstrapped 95\% confidence intervals for your error upper and lower bounds. Include these in your figures. Bootstrapped confidence intervals are easily implemented in R + ggplot2 using the `stat_summary` geom. You can also use Excel, Python, or many many other tools. Bootstrapped 95% CIs are **very** useful in modern experiment practice. -- Include example images of each visualization as they appeared in your experiment (i.e. if you used a pie chart show the actual pie chart you used in the experiment along with the markings, not an example from Google Images). - -## General Requirements - -0. Your code should be forked from the GitHub repo and linked using GitHub pages. -2. Your project should use d3 to build visualizations. -3. Your writeup (readme.md in the repo) should contain the following: - -- Working link to the experiment hosted on gh-pages or some other site. -- Concise description and screenshot of your experiment. -- Description of the technical achievements you attempted with this project. -- Description of the design achievements you attempted with this project. - -Background ---- +![survey](img/survey_page.png) -In 1984, William Cleveland and Robert McGill published the results of several controlled experiments that pitted bar charts against pies and stacked-bar variants. -Their paper (http://www.cs.ubc.ca/~tmm/courses/cpsc533c-04-spr/readings/cleveland.pdf) (http://info.slis.indiana.edu/~katy/S637-S11/cleveland84.pdf) is considered a seminal paper in data visualization. -In particular, they ran a psychology-style experiment where users were shown a series of randomly-generated charts with two graphical elements marked like this: +Visualization Methods +=== + +Bar Chart +--- -![cleveland bar chart](img/cleveland-bar.png) +![example barchart](img/barchart_example.png) -Participants were then asked, "What percentage is the smaller of the larger?". -This was repeated hundreds of time with varying data and charts. -By the end of the study, Cleveland and McGill had amassed a large dataset that looked like this: -![cleveland table](img/cleveland-table.png) +Pie Chart +--- +![example piechart](img/piechart_example.png) -__Log-base-2 or "cm-error"__: The true percent is the actual percentage of the smaller to the larger, while the reported percent is what participants reported. -Cleveland and McGill recognized that their analyses would be biased if they took `abs(ReportedPercent – TruePercent)` as their score for error. -To compensate, they came up with a logarithmic scale for error with this equation: +Tree Map (Rectangular Area Chart) +--- +![example treemap](img/treemap_example.png) -![cleveland equation](img/cleveland-equation.png) +Results +=== -You’ll be implementing this error score as part of the lab. -(Hint: it’s not a trick question, this is just to familiarize you with the experiment protocol). -With this Cleveland-McGill error score you can better compare the performance of the charts you test to figure out which one performs the best. +In conclusion, the rectangular area charts (tree maps) turned out to be the least effective at representing the data. Bar charts appear to be the best choice for this kind of data visualization, outperforming both the tree maps and pie charts. -As a baseline, compare your average Error scores to the following chart, which include both Cleveland and McGill’s results as well as more recent extensions of this experiment (lower error indicates better performance, and error bars are bootstrapped 95% confidence intervals (`http://en.wikipedia.org/wiki/Confidence_interval#Meaning_and_interpretation`)): +![error](img/error.png) -![cleveland results](img/cleveland-results.png) +Achievements +=== +### Technical Achievements +- Experiment hosted on custom Node.js webserver using Express +- Automatically saved survey results to a PostgreSQL database -GitHub Details ---- +### Design Achievements +- Designed the experiment site using the PUG template engine +- Used the Materialize framework for a nicer survey layout -- Fork the GitHub Repository. You now have a copy associated with your username. -- Make changes to index.html to fulfill the project requirements. -- Make sure your "master" branch matches your "gh-pages" branch. 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