From 4b72fba98d14d988bf33e0ee8565d4528be9d640 Mon Sep 17 00:00:00 2001 From: D45Hub Date: Fri, 16 Aug 2024 12:28:12 +0200 Subject: [PATCH] feat: Final version of data analyser. --- package-lock.json | 5993 ++++++++++++++--- package.json | 5 + src/App.js | 63 +- src/charts/QuestionScoreBarChart.jsx | 205 + src/charts/demographics/AgeHistogram.jsx | 3 +- .../demographics/AudioExamplesWordCloud.jsx | 10 +- src/charts/end/EndQuestionnaireBoxPlot.jsx | 5 +- .../end/EndQuestionnairePreferredSite.jsx | 63 + src/charts/end/EndSentimentWordcloud.jsx | 56 + src/charts/end/EndUsagesWordcloud.jsx | 56 + src/charts/imi/IMIAnalysis.jsx | 115 + src/charts/imi/IMIBarChart.jsx | 1 + src/charts/imi/IMIBoxPlot.jsx | 38 +- src/charts/imi/IMIBoxPlotComp.jsx | 165 + src/charts/sus/SUSAnalysis.jsx | 120 + src/charts/sus/SUSBarChart.jsx | 52 +- src/charts/sus/SUSBoxPlot.jsx | 31 +- src/charts/sus/SUSBoxPlotComp.jsx | 165 + src/server/server.js | 154 +- 19 files changed, 6396 insertions(+), 904 deletions(-) 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"version": "0.6.0", "resolved": "https://registry.npmjs.org/tempy/-/tempy-0.6.0.tgz", @@ -18058,6 +22119,16 @@ "resolved": "https://registry.npmjs.org/thunky/-/thunky-1.1.0.tgz", "integrity": "sha512-eHY7nBftgThBqOyHGVN+l8gF0BucP09fMo0oO/Lb0w1OF80dJv+lDVpXG60WMQvkcxAkNybKsrEIE3ZtKGmPrA==" }, + "node_modules/tiny-emitter": { + "version": "2.1.0", + "resolved": "https://registry.npmjs.org/tiny-emitter/-/tiny-emitter-2.1.0.tgz", + "integrity": "sha512-NB6Dk1A9xgQPMoGqC5CVXn123gWyte215ONT5Pp5a0yt4nlEoO1ZWeCwpncaekPHXO60i47ihFnZPiRPjRMq4Q==" + }, + "node_modules/tiny-invariant": { + "version": "1.3.3", + "resolved": "https://registry.npmjs.org/tiny-invariant/-/tiny-invariant-1.3.3.tgz", + "integrity": "sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==" + }, "node_modules/tmpl": { "version": "1.0.5", "resolved": "https://registry.npmjs.org/tmpl/-/tmpl-1.0.5.tgz", @@ -18128,6 +22199,14 @@ "resolved": "https://registry.npmjs.org/tryer/-/tryer-1.0.1.tgz", "integrity": "sha512-c3zayb8/kWWpycWYg87P71E1S1ZL6b6IJxfb5fvsUgsf0S2MVGaDhDXXjDMpdCpfWXqptc+4mXwmiy1ypXqRAA==" }, + "node_modules/ts-dedent": { + "version": "2.2.0", + "resolved": "https://registry.npmjs.org/ts-dedent/-/ts-dedent-2.2.0.tgz", + "integrity": "sha512-q5W7tVM71e2xjHZTlgfTDoPF/SmqKG5hddq9SzR49CH2hayqRKJtQ4mtRlSxKaJlR/+9rEM+mnBHf7I2/BQcpQ==", + "engines": { + "node": ">=6.10" + } + }, "node_modules/ts-interface-checker": { "version": "0.1.13", "resolved": "https://registry.npmjs.org/ts-interface-checker/-/ts-interface-checker-0.1.13.tgz", @@ -18309,6 +22388,14 @@ "url": "https://github.com/sponsors/ljharb" } }, + "node_modules/typed-function": { + "version": "4.2.1", + "resolved": "https://registry.npmjs.org/typed-function/-/typed-function-4.2.1.tgz", + "integrity": "sha512-EGjWssW7Tsk4DGfE+5yluuljS1OGYWiI1J6e8puZz9nTMM51Oug8CD5Zo4gWMsOhq5BI+1bF+rWTm4Vbj3ivRA==", + "engines": { + "node": ">= 18" + } + }, "node_modules/typedarray-to-buffer": { "version": "3.1.5", "resolved": "https://registry.npmjs.org/typedarray-to-buffer/-/typedarray-to-buffer-3.1.5.tgz", @@ -18330,6 +22417,12 @@ "node": ">=4.2.0" } }, + "node_modules/ufo": { + "version": "1.5.4", + "resolved": "https://registry.npmjs.org/ufo/-/ufo-1.5.4.tgz", + "integrity": "sha512-UsUk3byDzKd04EyoZ7U4DOlxQaD14JUKQl6/P7wiX4FNvUfm3XL246n9W5AmqwW5RSFJ27NAuM0iLscAOYUiGQ==", + "peer": true + }, "node_modules/unbox-primitive": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/unbox-primitive/-/unbox-primitive-1.0.2.tgz", @@ -18390,6 +22483,18 @@ "node": ">=4" } }, + "node_modules/unicorn-magic": { + "version": "0.1.0", + "resolved": "https://registry.npmjs.org/unicorn-magic/-/unicorn-magic-0.1.0.tgz", + "integrity": "sha512-lRfVq8fE8gz6QMBuDM6a+LO3IAzTi05H6gCVaUpir2E1Rwpo4ZUog45KpNXKC/Mn3Yb9UDuHumeFTo9iV/D9FQ==", + "peer": true, + "engines": { + "node": ">=18" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/unique-filename": { "version": "1.1.1", "resolved": "https://registry.npmjs.org/unique-filename/-/unique-filename-1.1.1.tgz", @@ -18419,6 +22524,45 @@ "node": ">=8" } }, + "node_modules/unist-util-is": { + "version": "6.0.0", + "resolved": "https://registry.npmjs.org/unist-util-is/-/unist-util-is-6.0.0.tgz", + "integrity": "sha512-2qCTHimwdxLfz+YzdGfkqNlH0tLi9xjTnHddPmJwtIG9MGsdbutfTc4P+haPD7l7Cjxf/WZj+we5qfVPvvxfYw==", + "dependencies": { + "@types/unist": "^3.0.0" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/unified" + } + }, + "node_modules/unist-util-visit": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/unist-util-visit/-/unist-util-visit-5.0.0.tgz", + "integrity": "sha512-MR04uvD+07cwl/yhVuVWAtw+3GOR/knlL55Nd/wAdblk27GCVt3lqpTivy/tkJcZoNPzTwS1Y+KMojlLDhoTzg==", + "dependencies": { + "@types/unist": "^3.0.0", + "unist-util-is": "^6.0.0", + "unist-util-visit-parents": "^6.0.0" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/unified" + } + }, + "node_modules/unist-util-visit-parents": { + "version": "6.0.1", + "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-6.0.1.tgz", + "integrity": "sha512-L/PqWzfTP9lzzEa6CKs0k2nARxTdZduw3zyh8d2NVBnsyvHjSX4TWse388YrrQKbvI8w20fGjGlhgT96WwKykw==", + "dependencies": { + "@types/unist": "^3.0.0", + "unist-util-is": "^6.0.0" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/unified" + } + }, "node_modules/universalify": { "version": "2.0.1", "resolved": "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz", @@ -18435,6 +22579,20 @@ "node": ">= 0.8" } }, + "node_modules/unplugin": { + "version": "1.11.0", + "resolved": "https://registry.npmjs.org/unplugin/-/unplugin-1.11.0.tgz", + "integrity": "sha512-3r7VWZ/webh0SGgJScpWl2/MRCZK5d3ZYFcNaeci/GQ7Teop7zf0Nl2pUuz7G21BwPd9pcUPOC5KmJ2L3WgC5g==", + "dependencies": { + "acorn": "^8.11.3", + "chokidar": "^3.6.0", + "webpack-sources": "^3.2.3", + "webpack-virtual-modules": "^0.6.1" + }, + "engines": { + "node": ">=14.0.0" + } + }, "node_modules/unquote": { "version": "1.1.1", "resolved": "https://registry.npmjs.org/unquote/-/unquote-1.1.1.tgz", @@ -18486,6 +22644,15 @@ "punycode": "^2.1.0" } }, + "node_modules/url": { + "version": "0.11.3", + "resolved": "https://registry.npmjs.org/url/-/url-0.11.3.tgz", + "integrity": "sha512-6hxOLGfZASQK/cijlZnZJTq8OXAkt/3YGfQX45vvMYXpZoo8NdWZcY73K108Jf759lS1Bv/8wXnHDTSz17dSRw==", + "dependencies": { + "punycode": "^1.4.1", + "qs": "^6.11.2" + } + }, "node_modules/url-parse": { "version": "1.5.10", "resolved": "https://registry.npmjs.org/url-parse/-/url-parse-1.5.10.tgz", @@ -18495,6 +22662,37 @@ "requires-port": "^1.0.0" } }, + "node_modules/url/node_modules/punycode": { + "version": "1.4.1", + "resolved": "https://registry.npmjs.org/punycode/-/punycode-1.4.1.tgz", + "integrity": "sha512-jmYNElW7yvO7TV33CjSmvSiE2yco3bV2czu/OzDKdMNVZQWfxCblURLhf+47syQRBntjfLdd/H0egrzIG+oaFQ==" + }, + "node_modules/url/node_modules/qs": { + "version": "6.12.3", + "resolved": "https://registry.npmjs.org/qs/-/qs-6.12.3.tgz", + "integrity": "sha512-AWJm14H1vVaO/iNZ4/hO+HyaTehuy9nRqVdkTqlJt0HWvBiBIEXFmb4C0DGeYo3Xes9rrEW+TxHsaigCbN5ICQ==", + "dependencies": { + "side-channel": "^1.0.6" + }, + "engines": { + "node": ">=0.6" + }, + "funding": { + "url": "https://github.com/sponsors/ljharb" + } + }, + "node_modules/util": { + "version": "0.12.5", + "resolved": "https://registry.npmjs.org/util/-/util-0.12.5.tgz", + "integrity": "sha512-kZf/K6hEIrWHI6XqOFUiiMa+79wE/D8Q+NCNAWclkyg3b4d2k7s0QGepNjiABc+aR3N1PAyHL7p6UcLY6LmrnA==", + "dependencies": { + "inherits": "^2.0.3", + "is-arguments": "^1.0.4", + "is-generator-function": "^1.0.7", + "is-typed-array": "^1.1.3", + "which-typed-array": "^1.1.2" + } + }, "node_modules/util-deprecate": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz", @@ -18581,6 +22779,12 @@ "node": ">=10" } }, + "node_modules/walk-up-path": { + "version": "3.0.1", + "resolved": "https://registry.npmjs.org/walk-up-path/-/walk-up-path-3.0.1.tgz", + "integrity": "sha512-9YlCL/ynK3CTlrSRrDxZvUauLzAswPCrsaCgilqFevUYpeEW0/3ScEjaa3kbW/T0ghhkEr7mv+fpjqn1Y1YuTA==", + "peer": true + }, "node_modules/walker": { "version": "1.0.8", "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz", @@ -18609,6 +22813,15 @@ "minimalistic-assert": "^1.0.0" } }, + "node_modules/wcwidth": { + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/wcwidth/-/wcwidth-1.0.1.tgz", + "integrity": "sha512-XHPEwS0q6TaxcvG85+8EYkbiCux2XtWG2mkc47Ng2A77BQu9+DqIOJldST4HgPkuea7dvKSj5VgX3P1d4rW8Tg==", + "peer": true, + "dependencies": { + "defaults": "^1.0.3" + } + }, "node_modules/web-vitals": { "version": "2.1.4", "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-2.1.4.tgz", @@ -18768,6 +22981,16 @@ } } }, + "node_modules/webpack-hot-middleware": { + "version": "2.26.1", + "resolved": "https://registry.npmjs.org/webpack-hot-middleware/-/webpack-hot-middleware-2.26.1.tgz", + "integrity": "sha512-khZGfAeJx6I8K9zKohEWWYN6KDlVw2DHownoe+6Vtwj1LP9WFgegXnVMSkZ/dBEBtXFwrkkydsaPFlB7f8wU2A==", + "dependencies": { + "ansi-html-community": "0.0.8", + "html-entities": "^2.1.0", + "strip-ansi": "^6.0.0" + } + }, "node_modules/webpack-manifest-plugin": { "version": "4.1.1", "resolved": "https://registry.npmjs.org/webpack-manifest-plugin/-/webpack-manifest-plugin-4.1.1.tgz", @@ -18811,6 +23034,11 @@ "node": ">=10.13.0" } }, + "node_modules/webpack-virtual-modules": { + "version": "0.6.2", + "resolved": "https://registry.npmjs.org/webpack-virtual-modules/-/webpack-virtual-modules-0.6.2.tgz", + "integrity": "sha512-66/V2i5hQanC51vBQKPH4aI8NMAcBW59FVBs+rC7eGHupMyfn34q7rZIE+ETlJ+XTevqfUhVVBgSUNSW2flEUQ==" + }, "node_modules/webpack/node_modules/eslint-scope": { "version": "5.1.1", "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz", @@ -19004,7 +23232,6 @@ "version": "1.1.5", "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.5.tgz", "integrity": "sha512-eDMORYaPNZ4sQIuuYPDHdQvf4gyCF9rEEV/yPxGfwPkRodwEgiMUUXTx/dex+Me0wxx53S+NgUHaP7y3MGlDmg==", - "optional": true, "dependencies": { "string-width": "^1.0.2 || 2 || 3 || 4" } diff --git a/package.json b/package.json index 354c49b..cad9314 100644 --- a/package.json +++ b/package.json @@ -3,19 +3,24 @@ "version": "0.1.0", "private": true, "dependencies": { + "@geist-ui/core": "^2.3.8", "@testing-library/jest-dom": "^5.17.0", "@testing-library/react": "^13.4.0", "@testing-library/user-event": "^13.5.0", "cors": "^2.8.5", "express": "^4.19.2", + "geist": "^1.3.1", + "geist-ui": "^0.0.102", "highcharts": "^11.4.6", "highcharts-more": "^0.1.7", "highcharts-react-official": "^3.2.1", + "mathjs": "^13.0.2", "react": "^18.3.1", "react-dom": "^18.3.1", "react-jsx-highcharts": "^5.0.1", "react-scripts": "5.0.1", "react-tabs": "^6.0.2", + "simple-statistics": "^7.8.3", "sqlite3": "^5.1.7", "web-vitals": "^2.1.4" }, diff --git a/src/App.js b/src/App.js index df021cf..cf73a0c 100644 --- a/src/App.js +++ b/src/App.js @@ -18,6 +18,14 @@ import SUSBoxPlot from "./charts/sus/SUSBoxPlot"; import SUSDeviationPlot from "./charts/sus/SUSDeviationPlot"; import EndQuestionnaireResponses from "./charts/end/EndQuestionnaireResponses"; import EndQuestionnaireBoxPlot from "./charts/end/EndQuestionnaireBoxPlot"; +import IMIAnalysis from "./charts/imi/IMIAnalysis"; +import SUSAnalysis from "./charts/sus/SUSAnalysis"; +import IMIBoxPlotComp from "./charts/imi/IMIBoxPlotComp"; +import SUSBoxPlotComp from "./charts/sus/SUSBoxPlotComp"; +import EndUsagesWordcloud from "./charts/end/EndUsagesWordcloud"; +import EndSentimentWordcloud from "./charts/end/EndSentimentWordcloud"; +import QuestionScoreBarChart from "./charts/QuestionScoreBarChart"; +import EndQuestionnairePreferredSite from "./charts/end/EndQuestionnairePreferredSite"; function App() { const [ageRange, setAgeRange] = useState({ min: "", max: "" }); @@ -75,7 +83,7 @@ function App() {

{error &&

{error}

}
-
+
Demographics @@ -150,6 +158,11 @@ function App() { /> + + + + + + + + + diff --git a/src/charts/QuestionScoreBarChart.jsx b/src/charts/QuestionScoreBarChart.jsx new file mode 100644 index 0000000..0a2aaac --- /dev/null +++ b/src/charts/QuestionScoreBarChart.jsx @@ -0,0 +1,205 @@ +import React, { useEffect, useState } from "react"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; + +const QuestionScoreBarChart = ({ ageRange, gender, audio, type }) => { + const [categories, setCategories] = useState([]); + const [seriesData, setSeriesData] = useState([]); + const [chartsData, setChartsData] = useState([]); + const [categoriesLabels, setCategoryLabels] = useState([]); + + useEffect(() => { + if (type === "IMI") { + setCategoryLabels([ + "Strongly Disagree", + "Disagree", + "Somewhat Disagree", + "Neutral", + "Agree", + "Somewhat Agree", + "Strongly Agree", + ]); + } else if (type === "SUS") { + setCategoryLabels([ + "Strongly Disagree", + "Disagree", + "Neutral", + "Agree", + "Strongly Agree", + ]); + } + }, [type]); + + useEffect(() => { + const fetchDataForWebpageID = async (webpageID) => { + const queryParams = new URLSearchParams(); + if (ageRange.min) queryParams.append("age_min", ageRange.min); + if (ageRange.max) queryParams.append("age_max", ageRange.max); + if (gender) queryParams.append("gender", gender); + if (audio) queryParams.append("audio", audio); + queryParams.append("WebpageID", webpageID); + + var endpoint; + var numQuestions; + var scores; + + if (type === "IMI") { + endpoint = `http://localhost:5000/api/imi_values?${queryParams.toString()}`; + numQuestions = 7; + } else if (type === "SUS") { + endpoint = `http://localhost:5000/api/sus_values?${queryParams.toString()}`; + numQuestions = 10; + } + + const response = await fetch(endpoint); + const data = await response.json(); + scores = data.filter((dataVal) => dataVal.WebpageID === webpageID); + + const processData = (data, numQuestions) => { + const questionCounts = Array.from({ length: numQuestions }, () => + Array(type === "SUS" ? 5 : 7).fill(0) + ); + + data.forEach((participant) => { + for (let i = 0; i < numQuestions; i++) { + const score = participant[`Q${i + 1}`]; + questionCounts[i][score - 1] += 1; + } + }); + + const questionPercentages = questionCounts.map((counts) => { + const total = counts.reduce((sum, count) => sum + count, 0); + return counts.map((count) => (count / total) * 100); + }); + + const seriesData = categoriesLabels.map((label, index) => ({ + name: label, + // Switch for absolute/relative responses + //data: questionCounts.map((counts) => counts[index]), + data: questionPercentages.map((percentages) => percentages[index]), + })); + + return { + categories: Array.from( + { length: numQuestions }, + (_, i) => + `Q${i + 1} ${type === "IMI" && (i + 1 === 3 || i + 1 === 4) ? " - (R)" : ""}` + ), + seriesData: seriesData, + }; + }; + + const processedData = processData(scores, numQuestions); + return { webpageID, ...processedData }; + }; + + const fetchAllData = async () => { + const results = await Promise.all( + [1, 2, 3, 4, 5, 6].map((webpageID) => fetchDataForWebpageID(webpageID)) + ); + setChartsData(results); + }; + + fetchAllData(); + }, [ageRange, gender, audio, type, categoriesLabels]); + + // Absolute Responses + const options = (categories, seriesData, webpageID) => ({ + chart: { + type: "bar", + }, + title: { + text: `${type} Question Responses Distribution for Webpage ${webpageID}`, + }, + xAxis: { + categories: categories, + title: { + text: "Questions", + }, + }, + yAxis: { + min: 0, + title: { + text: "Number of Responses", + align: "high", + }, + labels: { + overflow: "justify", + }, + }, + plotOptions: { + bar: { + dataLabels: { + enabled: true, + }, + }, + }, + legend: { + reversed: true, + }, + credits: { + enabled: false, + }, + series: seriesData, + }); + + // Relative responses + const options2 = (categories, seriesData, webpageID) => ({ + chart: { + type: "bar", + }, + title: { + text: `${type} Question Responses Distribution for Webpage ${webpageID}`, + }, + xAxis: { + categories: categories, + title: { + text: "Questions", + }, + }, + yAxis: { + min: 0, + max: 100, + title: { + text: "Percentage of Responses", + align: "high", + }, + labels: { + format: "{value}%", + }, + }, + plotOptions: { + series: { + stacking: "percent", + dataLabels: { + enabled: true, + format: "{point.percentage:.1f}%", + }, + }, + }, + credits: { + enabled: false, + }, + series: seriesData, + }); + + return ( +
+ {chartsData.map(({ webpageID, categories, seriesData }) => ( + + ))} +
+ ); +}; + +export default QuestionScoreBarChart; diff --git a/src/charts/demographics/AgeHistogram.jsx b/src/charts/demographics/AgeHistogram.jsx index 8ef1ba6..dc9c627 100644 --- a/src/charts/demographics/AgeHistogram.jsx +++ b/src/charts/demographics/AgeHistogram.jsx @@ -8,7 +8,7 @@ const getCompleteAgesSeries = function (data) { return acc; }, {}); - const minAge = 0; + const minAge = 20; const maxAge = Math.max(...data.map((item) => item.ParticipantAge)); const filledAges = []; @@ -64,6 +64,7 @@ const AgeHistogram = ({ ageRange, gender, audio }) => { title: { text: "Age", }, + categories: ["20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37"], }, yAxis: { title: { diff --git a/src/charts/demographics/AudioExamplesWordCloud.jsx b/src/charts/demographics/AudioExamplesWordCloud.jsx index 471db3c..c7d5c84 100644 --- a/src/charts/demographics/AudioExamplesWordCloud.jsx +++ b/src/charts/demographics/AudioExamplesWordCloud.jsx @@ -3,7 +3,7 @@ import Highcharts from "highcharts"; import HighchartsReact from "highcharts-react-official"; import wordcloud from "highcharts/modules/wordcloud"; -wordcloud(Highcharts); // Initialize the word cloud module +wordcloud(Highcharts); const AudioExamplesWordCloud = ({ ageRange, gender, audio }) => { const [data, setData] = useState([]); @@ -14,11 +14,13 @@ const AudioExamplesWordCloud = ({ ageRange, gender, audio }) => { if (ageRange.max) queryParams.append("age_max", ageRange.max); if (gender) queryParams.append("gender", gender); if (audio) queryParams.append("audio", audio); - fetch(`http://localhost:5000/api/demographics?${queryParams.toString()}`) + fetch( + `http://localhost:5000/api/end_questionnaire_analysed_data?${queryParams.toString()}` + ) .then((response) => response.json()) .then((data) => { const wordCounts = data.reduce((acc, item) => { - const words = item.AudioExamples.split(" "); + const words = item.AudioUsage.split(" "); words.forEach((word) => { acc[word] = (acc[word] || 0) + 1; }); @@ -43,7 +45,7 @@ const AudioExamplesWordCloud = ({ ageRange, gender, audio }) => { }, ], title: { - text: "Audio Examples Word Cloud", + text: "Sonification Usages Wordcloud", }, }; diff --git a/src/charts/end/EndQuestionnaireBoxPlot.jsx b/src/charts/end/EndQuestionnaireBoxPlot.jsx index d7428bd..1ce2a3c 100644 --- a/src/charts/end/EndQuestionnaireBoxPlot.jsx +++ b/src/charts/end/EndQuestionnaireBoxPlot.jsx @@ -27,8 +27,7 @@ const EndQuestionnaireBoxPlot = ({ ageRange, gender, audio }) => { const processQuestionnaireData = (data) => { const categories = ["Iceland", "Hotel", "BudgetBird", "UVV"]; - const boxData = [[], [], [], []]; // Four categories - console.log(data); + const boxData = [[], [], [], []]; data.forEach(({ L1_Iceland, L2_Hotel, L3_BudgetBird, L4_UVV }) => { boxData[0].push(L1_Iceland); @@ -57,7 +56,7 @@ const EndQuestionnaireBoxPlot = ({ ageRange, gender, audio }) => { type: "boxplot", }, title: { - text: "End Questionnaire Box Plot", + text: "Sentiment of Sonified Conditions", }, xAxis: { categories: categories, diff --git a/src/charts/end/EndQuestionnairePreferredSite.jsx b/src/charts/end/EndQuestionnairePreferredSite.jsx new file mode 100644 index 0000000..d4c402d --- /dev/null +++ b/src/charts/end/EndQuestionnairePreferredSite.jsx @@ -0,0 +1,63 @@ +import React, { useEffect, useState } from "react"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; + +const EndQuestionnairePreferredSite = ({ ageRange, gender, audio }) => { + const [data, setData] = useState([]); + + useEffect(() => { + const queryParams = new URLSearchParams(); + if (ageRange.min) queryParams.append("age_min", ageRange.min); + if (ageRange.max) queryParams.append("age_max", ageRange.max); + if (gender) queryParams.append("gender", gender); + if (audio) queryParams.append("audio", audio); + fetch( + `http://localhost:5000/api/end_questionnaire_analysed_data?${queryParams.toString()}` + ) + .then((response) => response.json()) + .then((data) => { + const scale = Array.from({ length: 7 }, (_, i) => i + 1); + const versionCounts = data.reduce((acc, item) => { + acc[item.MostLikedSite] = (acc[item.MostLikedSite] || 0) + 1; + return acc; + }, {}); + + const formattedData = scale.map((key) => ({ + name: key.toString(), + y: versionCounts[key] || 0, + })); + setData(formattedData); + }); + }, [ageRange, gender, audio]); + + const options = { + chart: { + type: "column", + }, + title: { + text: "Distribution of Preferred Conditions", + }, + xAxis: { + title: { + text: "Condition", + }, + categories: ["1", "2", "3", "4", "5", "6"], + }, + yAxis: { + title: { + text: "Amount of Persons", + }, + }, + series: [ + { + name: "Webpage", + data: data, + binWidth: 5, + }, + ], + }; + + return ; +}; + +export default EndQuestionnairePreferredSite; diff --git a/src/charts/end/EndSentimentWordcloud.jsx b/src/charts/end/EndSentimentWordcloud.jsx new file mode 100644 index 0000000..19c55c7 --- /dev/null +++ b/src/charts/end/EndSentimentWordcloud.jsx @@ -0,0 +1,56 @@ +import React, { useEffect, useState } from "react"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import wordcloud from "highcharts/modules/wordcloud"; + +wordcloud(Highcharts); + +const EndSentimentWordcloud = ({ ageRange, gender, audio }) => { + const [data, setData] = useState([]); + + useEffect(() => { + const queryParams = new URLSearchParams(); + if (ageRange.min) queryParams.append("age_min", ageRange.min); + if (ageRange.max) queryParams.append("age_max", ageRange.max); + if (gender) queryParams.append("gender", gender); + if (audio) queryParams.append("audio", audio); + fetch( + `http://localhost:5000/api/end_questionnaire_analysed_data?${queryParams.toString()}` + ) + .then((response) => response.json()) + .then((data) => { + const wordCounts = data.reduce((acc, item) => { + console.log(item); + const words = item.SoundSentiment.split(" "); + words.forEach((word) => { + acc[word] = (acc[word] || 0) + 1; + }); + return acc; + }, {}); + + const formattedWords = Object.keys(wordCounts).map((word) => ({ + name: word, + weight: wordCounts[word], + })); + + setData(formattedWords); + }); + }, [ageRange, gender, audio]); + + const options = { + series: [ + { + type: "wordcloud", + data: data, + name: "Occurrences", + }, + ], + title: { + text: "Sonification Sentiment Wordcloud", + }, + }; + + return ; +}; + +export default EndSentimentWordcloud; diff --git a/src/charts/end/EndUsagesWordcloud.jsx b/src/charts/end/EndUsagesWordcloud.jsx new file mode 100644 index 0000000..d01283a --- /dev/null +++ b/src/charts/end/EndUsagesWordcloud.jsx @@ -0,0 +1,56 @@ +import React, { useEffect, useState } from "react"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import wordcloud from "highcharts/modules/wordcloud"; + +wordcloud(Highcharts); + +const EndUsagesWordcloud = ({ ageRange, gender, audio }) => { + const [data, setData] = useState([]); + + useEffect(() => { + const queryParams = new URLSearchParams(); + if (ageRange.min) queryParams.append("age_min", ageRange.min); + if (ageRange.max) queryParams.append("age_max", ageRange.max); + if (gender) queryParams.append("gender", gender); + if (audio) queryParams.append("audio", audio); + fetch( + `http://localhost:5000/api/end_questionnaire_analysed_data?${queryParams.toString()}` + ) + .then((response) => response.json()) + .then((data) => { + const wordCounts = data.reduce((acc, item) => { + console.log(item); + const words = item.RealLifeApplicationIdea.split(" "); + words.forEach((word) => { + acc[word] = (acc[word] || 0) + 1; + }); + return acc; + }, {}); + + const formattedWords = Object.keys(wordCounts).map((word) => ({ + name: word, + weight: wordCounts[word], + })); + + setData(formattedWords); + }); + }, [ageRange, gender, audio]); + + const options = { + series: [ + { + type: "wordcloud", + data: data, + name: "Occurrences", + }, + ], + title: { + text: "Sonification Usages Wordcloud", + }, + }; + + return ; +}; + +export default EndUsagesWordcloud; diff --git a/src/charts/imi/IMIAnalysis.jsx b/src/charts/imi/IMIAnalysis.jsx new file mode 100644 index 0000000..a702b93 --- /dev/null +++ b/src/charts/imi/IMIAnalysis.jsx @@ -0,0 +1,115 @@ +import React, { useEffect, useState } from "react"; +import { std, variance } from "mathjs"; + +const IMIAnalysis = ({ ageRange, gender, audio }) => { + const [descriptiveStats, setDescriptiveStats] = useState({}); + const [cronbachAlpha, setCronbachAlpha] = useState(null); + const [alphasIfDeleted, setAlphasIfDeleted] = useState([]); + + useEffect(() => { + const queryParams = new URLSearchParams(); + if (ageRange.min) queryParams.append("age_min", ageRange.min); + if (ageRange.max) queryParams.append("age_max", ageRange.max); + if (gender) queryParams.append("gender", gender); + if (audio) queryParams.append("audio", audio); + fetch(`http://localhost:5000/api/imi_scores?${queryParams.toString()}`) + .then((response) => response.json()) + .then((data) => { + calculateDescriptiveStats(data); + }); + + fetch(`http://localhost:5000/api/imi_values?${queryParams.toString()}`) + .then((response) => response.json()) + .then((data) => { + const scores = data.map((row) => [ + row.Q1, + row.Q2, + 8 - row.Q3, + 8 - row.Q4, + row.Q5, + row.Q6, + row.Q7, + ]); + setCronbachAlpha(calcAlpha(scores)); + const alphas = calculateAlphaIfDeleted(scores); + setAlphasIfDeleted(alphas); + }); + }, [ageRange, gender, audio]); + + const calculateDescriptiveStats = (data) => { + if (data.length === 0) return; + const scores = data.map((d) => d.TotalIMIScore); + const mean = scores.reduce((a, b) => a + b, 0) / scores.length; + const stdDev = std(scores); + const stats = { + mean, + stdDev, + min: Math.min(...scores), + max: Math.max(...scores), + }; + setDescriptiveStats(stats); + }; + + const calcAlpha = (scores) => { + const variances = scores[0].map((_, colIndex) => { + const col = scores.map((row) => row[colIndex]); + return variance(col); + }); + + const totalScores = scores.map((row) => row.reduce((a, b) => a + b, 0)); + const totalVariance = variance(totalScores); + + const numItems = scores[0].length; + return ( + (numItems / (numItems - 1)) * + (1 - variances.reduce((a, b) => a + b, 0) / totalVariance) + ); + }; + + const calculateAlphaIfDeleted = (scores) => { + const itemVars = scores[0].map((_, colIndex) => { + const col = scores.map((row) => row[colIndex]); + return variance(col); + }); + + const totalScores = scores.map((row) => row.reduce((a, b) => a + b, 0)); + const totalVariance = variance(totalScores); + + const numItems = scores[0].length; + + const alphas = scores[0].map((_, colIndex) => { + const remainingVars = itemVars.filter((_, i) => i !== colIndex); + const alpha = + ((numItems - 1) / (numItems - 2)) * + (1 - remainingVars.reduce((a, b) => a + b, 0) / totalVariance); + return alpha; + }); + + return alphas; + }; + + return ( +
+

IMI Analysis

+

Descriptive Statistics

+

Mean: {descriptiveStats.mean}

+

Standard Deviation: {descriptiveStats.stdDev}

+

Min: {descriptiveStats.min}

+

Max: {descriptiveStats.max}

+ +

Cronbach's Alpha

+

{cronbachAlpha}

+ +

Cronbach's Alpha if Items Deleted

+
    + {alphasIfDeleted.map((alpha, index) => ( +
  • + Alpha if Q{index + 1} deleted: {alpha} +
    • + ))} +
+
+ ); +}; + +export default IMIAnalysis; diff --git a/src/charts/imi/IMIBarChart.jsx b/src/charts/imi/IMIBarChart.jsx index 37f4b5a..c295dbd 100644 --- a/src/charts/imi/IMIBarChart.jsx +++ b/src/charts/imi/IMIBarChart.jsx @@ -36,6 +36,7 @@ const IMIBarChart = ({ ageRange, gender, audio }) => { title: { text: "Webpage", }, + categories: ["1", "2", "3", "4", "5", "6"], }, yAxis: { title: { diff --git a/src/charts/imi/IMIBoxPlot.jsx b/src/charts/imi/IMIBoxPlot.jsx index 5b0b277..f6ee319 100644 --- a/src/charts/imi/IMIBoxPlot.jsx +++ b/src/charts/imi/IMIBoxPlot.jsx @@ -33,7 +33,24 @@ const IMIBoxPlot = ({ ageRange, gender, audio }) => { const q3 = scores[Math.floor((3 * scores.length) / 4)]; const min = scores[0]; const max = scores[scores.length - 1]; - return [parseInt(key - 1), min, q1, median, q3, max]; + const mean = + scores.reduce((sum, score) => sum + score, 0) / scores.length; + const variance = + scores.reduce((sum, score) => sum + Math.pow(score - mean, 2), 0) / + scores.length; + const stdDev = Math.sqrt(variance); + + return { + x: parseInt(key - 1), + low: min, + q1: q1, + median: median, + q3: q3, + high: max, + mean: mean.toFixed(3), + stdDev: stdDev.toFixed(3), + variance: variance.toFixed(3), + }; }); setData(formattedData); @@ -53,7 +70,14 @@ const IMIBoxPlot = ({ ageRange, gender, audio }) => { title: { text: "Webpage Version", }, - categories: ["1", "2", "3", "4", "5", "6"], + categories: [ + "1 - BudgetBird", + "2 - Hotel", + "3 - UVV", + "4 - Iceland", + "5 - Rental", + "6 - QuickDeliver", + ], tickInterval: 1, }, yAxis: { @@ -66,6 +90,16 @@ const IMIBoxPlot = ({ ageRange, gender, audio }) => { name: "IMI Scores", data: data, tooltip: { + pointFormat: ` + Min: {point.low}
+ Q1: {point.q1}
+ Median: {point.median}
+ Q3: {point.q3}
+ Max: {point.high}
+ Mean: {point.mean}
+ Std Dev: {point.stdDev}
+ Variance: {point.variance}
+ `, headerFormat: "Webpage Version {point.key}
", }, }, diff --git a/src/charts/imi/IMIBoxPlotComp.jsx b/src/charts/imi/IMIBoxPlotComp.jsx new file mode 100644 index 0000000..f5fec30 --- /dev/null +++ b/src/charts/imi/IMIBoxPlotComp.jsx @@ -0,0 +1,165 @@ +import React, { useEffect, useState } from "react"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import { Slider } from "@geist-ui/core"; + +const IMIBoxPlotComp = ({ ageRange, gender }) => { + const [audio, setAudio] = useState(4); // Default slider value + const [dataLower, setDataLower] = useState([]); + const [dataHigher, setDataHigher] = useState([]); + + useEffect(() => { + const fetchIMIData = async () => { + const queryParamsLower = new URLSearchParams(); + const queryParamsHigher = new URLSearchParams(); + + if (ageRange.min) { + queryParamsLower.append("age_min", ageRange.min); + queryParamsHigher.append("age_min", ageRange.min); + } + if (ageRange.max) { + queryParamsLower.append("age_max", ageRange.max); + queryParamsHigher.append("age_max", ageRange.max); + } + if (gender) { + queryParamsLower.append("gender", gender); + queryParamsHigher.append("gender", gender); + } + queryParamsLower.append("audioLowerThan", audio + 1); + queryParamsHigher.append("audioHigherThan", audio); + + const [responseLower, responseHigher] = await Promise.all([ + fetch( + `http://localhost:5000/api/imi_scores?${queryParamsLower.toString()}` + ), + fetch( + `http://localhost:5000/api/imi_scores?${queryParamsHigher.toString()}` + ), + ]); + + const dataLower = await responseLower.json(); + const dataHigher = await responseHigher.json(); + + const groupedDataLower = dataLower.reduce((acc, item) => { + acc[item.WebpageID] = acc[item.WebpageID] || []; + acc[item.WebpageID].push(item.TotalIMIScore); + return acc; + }, {}); + + const formattedDataLower = Object.keys(groupedDataLower).map((key) => { + const scores = groupedDataLower[key].sort((a, b) => a - b); + const q1 = scores[Math.floor(scores.length / 4)]; + const median = scores[Math.floor(scores.length / 2)]; + const q3 = scores[Math.floor((3 * scores.length) / 4)]; + const min = scores[0]; + const max = scores[scores.length - 1]; + return [parseInt(key - 1), min, q1, median, q3, max]; + }); + + const groupedDataHigher = dataHigher.reduce((acc, item) => { + acc[item.WebpageID] = acc[item.WebpageID] || []; + acc[item.WebpageID].push(item.TotalIMIScore); + return acc; + }, {}); + + const formattedDataHigher = Object.keys(groupedDataHigher).map((key) => { + const scores = groupedDataHigher[key].sort((a, b) => a - b); + const q1 = scores[Math.floor(scores.length / 4)]; + const median = scores[Math.floor(scores.length / 2)]; + const q3 = scores[Math.floor((3 * scores.length) / 4)]; + const min = scores[0]; + const max = scores[scores.length - 1]; + return [parseInt(key - 1), min, q1, median, q3, max]; + }); + + setDataLower(formattedDataLower); + setDataHigher(formattedDataHigher); + }; + + fetchIMIData(); + }, [ageRange, gender, audio]); + + const options1 = { + chart: { + type: "boxplot", + }, + title: { + text: "Participant Average IMI Score Distribution (Audio <= " + audio + " )", + }, + xAxis: { + title: { + text: "Webpage", + }, + categories: ["1", "2", "3", "4", "5", "6"], + }, + yAxis: { + title: { + text: "IMI Score", + }, + }, + series: [ + { + name: "Webpage", + data: dataLower, + binWidth: 5, + }, + ], + }; + + const options2 = { + chart: { + type: "boxplot", + }, + title: { + text: "Participant Average IMI Score Distribution (Audio > " + audio + " )", + }, + xAxis: { + title: { + text: "Webpage", + }, + categories: ["1", "2", "3", "4", "5", "6"], + }, + yAxis: { + title: { + text: "IMI Score", + }, + }, + series: [ + { + name: "Webpage", + data: dataHigher, + binWidth: 5, + }, + ], + }; + + return ( +
+
+ + +
+ setAudio(val)} + min={2} + max={6} + step={1} + initialValue={4} + showMarkers + width="75%" + style={{margin: "16px auto 0 auto"}} + /> +
+ ); +}; + +export default IMIBoxPlotComp; diff --git a/src/charts/sus/SUSAnalysis.jsx b/src/charts/sus/SUSAnalysis.jsx new file mode 100644 index 0000000..608e705 --- /dev/null +++ b/src/charts/sus/SUSAnalysis.jsx @@ -0,0 +1,120 @@ +import React, { useEffect, useState } from "react"; +import { std, variance } from "mathjs"; + +const SUSAnalysis = ({ ageRange, gender, audio }) => { + const [descriptiveStats, setDescriptiveStats] = useState({}); + const [cronbachAlpha, setCronbachAlpha] = useState(null); + const [alphasIfDeleted, setAlphasIfDeleted] = useState([]); + + useEffect(() => { + const queryParams = new URLSearchParams(); + if (ageRange.min) queryParams.append("age_min", ageRange.min); + if (ageRange.max) queryParams.append("age_max", ageRange.max); + if (gender) queryParams.append("gender", gender); + if (audio) queryParams.append("audio", audio); + fetch(`http://localhost:5000/api/sus_scores?${queryParams.toString()}`) + .then((response) => response.json()) + .then((data) => { + calculateDescriptiveStats(data); + }); + + // Honestly... Not quite sure how to rate these or the IMI one... At least with the formula it should be rated in an inverted manner... + // Same with the reverse scores of the IMI... + fetch(`http://localhost:5000/api/sus_values?${queryParams.toString()}`) + .then((response) => response.json()) + .then((data) => { + const scores = data.map((row) => [ + row.Q1, + -1 * row.Q2, + row.Q3, + -1 * row.Q4, + row.Q5, + -1 * row.Q6, + row.Q7, + -1 * row.Q8, + row.Q9, + -1 * row.Q10, + ]); + setCronbachAlpha(calcAlpha(scores)); + const alphas = calculateAlphaIfDeleted(scores); + setAlphasIfDeleted(alphas); + }); + }, [ageRange, gender, audio]); + + const calculateDescriptiveStats = (data) => { + if (data.length === 0) return; + const scores = data.map((d) => d.TotalSUSScore); + const mean = scores.reduce((a, b) => a + b, 0) / scores.length; + const stdDev = std(scores); + const stats = { + mean, + stdDev, + min: Math.min(...scores), + max: Math.max(...scores), + }; + setDescriptiveStats(stats); + }; + + const calcAlpha = (scores) => { + const variances = scores[0].map((_, colIndex) => { + const col = scores.map((row) => row[colIndex]); + return variance(col); + }); + + const totalScores = scores.map((row) => row.reduce((a, b) => a + b, 0)); + const totalVariance = variance(totalScores); + + const numItems = scores[0].length; + return ( + (numItems / (numItems - 1)) * + (1 - variances.reduce((a, b) => a + b, 0) / totalVariance) + ); + }; + + const calculateAlphaIfDeleted = (scores) => { + const itemVars = scores[0].map((_, colIndex) => { + const col = scores.map((row) => row[colIndex]); + return variance(col); + }); + + const totalScores = scores.map((row) => row.reduce((a, b) => a + b, 0)); + const totalVariance = variance(totalScores); + + const numItems = scores[0].length; + + const alphas = scores[0].map((_, colIndex) => { + const remainingVars = itemVars.filter((_, i) => i !== colIndex); + const alpha = + ((numItems - 1) / (numItems - 2)) * + (1 - remainingVars.reduce((a, b) => a + b, 0) / totalVariance); + return alpha; + }); + + return alphas; + }; + + return ( +
+

SUS Analysis

+

Descriptive Statistics

+

Mean: {descriptiveStats.mean}

+

Standard Deviation: {descriptiveStats.stdDev}

+

Min: {descriptiveStats.min}

+

Max: {descriptiveStats.max}

+ +

Cronbach's Alpha

+

{cronbachAlpha}

+ +

Cronbach's Alpha if Items Deleted

+
    + {alphasIfDeleted.map((alpha, index) => ( +
  • + Alpha if Q{index + 1} deleted: {alpha} +
    • + ))} +
+
+ ); +}; + +export default SUSAnalysis; diff --git a/src/charts/sus/SUSBarChart.jsx b/src/charts/sus/SUSBarChart.jsx index ed31ea9..ca30d98 100644 --- a/src/charts/sus/SUSBarChart.jsx +++ b/src/charts/sus/SUSBarChart.jsx @@ -16,42 +16,90 @@ const SUSBarChart = ({ ageRange, audio, gender }) => { .then((data) => { const susData = []; for (const item of data) { + const { grade, color } = getLetterGrade(item.Avg_TotalSUSScore); susData.push({ name: item.WebpageID, y: item.Avg_TotalSUSScore, + color: color, + grade: grade, }); } setData(susData); }); }, [ageRange, gender, audio]); + const getLetterGrade = (score) => { + if (score >= 84.1) return { grade: "A+", color: "#00FF00" }; + if (score >= 80.8) return { grade: "A", color: "#32CD32" }; + if (score >= 78.9) return { grade: "A-", color: "#7FFF00" }; + if (score >= 77.2) return { grade: "B+", color: "#ADFF2F" }; + if (score >= 74.1) return { grade: "B", color: "#FFFF00" }; + if (score >= 72.6) return { grade: "B-", color: "#FFD700" }; + if (score >= 71.1) return { grade: "C+", color: "#FFA500" }; + if (score >= 65.0) return { grade: "C", color: "#FF8C00" }; + if (score >= 62.7) return { grade: "C-", color: "#FF4500" }; + if (score >= 51.7) return { grade: "D", color: "#FF0000" }; + return { grade: "F", color: "#8B0000" }; + }; + const options = { chart: { type: "column", }, title: { - text: "Participant SUS Score Distribution", + text: "Participant Average SUS Score Distribution", }, xAxis: { title: { text: "Webpage", }, + categories: ["1", "2", "3", "4", "5", "6"], }, yAxis: { title: { text: "SUS Score", }, }, + plotOptions: { + column: { + dataLabels: { + enabled: true, + formatter: function () { + return this.point.grade; + }, + style: { + color: "black", + fontSize: "12px", + }, + }, + }, + }, series: [ { name: "Webpage", data: data, binWidth: 5, + dataLabels: { + enabled: true, + inside: true, + formatter: function () { + return this.point.grade; + }, + style: { + color: "black", + fontSize: "12px", + }, + }, }, ], }; - return ; + return ( +
+ +

Based on this ranking.

+
+ ); }; export default SUSBarChart; diff --git a/src/charts/sus/SUSBoxPlot.jsx b/src/charts/sus/SUSBoxPlot.jsx index 5b2f797..981c06e 100644 --- a/src/charts/sus/SUSBoxPlot.jsx +++ b/src/charts/sus/SUSBoxPlot.jsx @@ -33,7 +33,24 @@ const SUSBoxPlot = ({ ageRange, gender, audio }) => { const q3 = scores[Math.floor((3 * scores.length) / 4)]; const min = scores[0]; const max = scores[scores.length - 1]; - return [parseInt(key - 1), min, q1, median, q3, max]; + const mean = + scores.reduce((sum, score) => sum + score, 0) / scores.length; + const variance = + scores.reduce((sum, score) => sum + Math.pow(score - mean, 2), 0) / + scores.length; + const stdDev = Math.sqrt(variance); + + return { + x: parseInt(key - 1), + low: min, + q1: q1, + median: median, + q3: q3, + high: max, + mean: mean.toFixed(3), + stdDev: stdDev.toFixed(3), + variance: variance.toFixed(3), + }; }); setData(formattedData); @@ -53,7 +70,7 @@ const SUSBoxPlot = ({ ageRange, gender, audio }) => { title: { text: "Webpage Version", }, - categories: ["1", "2", "3", "4", "5", "6"], + categories: ["1 - BudgetBird", "2 - Hotel", "3 - UVV", "4 - Iceland", "5 - Rental", "6 - QuickDeliver"], tickInterval: 1, }, yAxis: { @@ -66,6 +83,16 @@ const SUSBoxPlot = ({ ageRange, gender, audio }) => { name: "SUS Scores", data: data, tooltip: { + pointFormat: ` + Min: {point.low}
+ Q1: {point.q1}
+ Median: {point.median}
+ Q3: {point.q3}
+ Max: {point.high}
+ Mean: {point.mean}
+ Std Dev: {point.stdDev}
+ Variance: {point.variance}
+ `, headerFormat: "Webpage Version {point.key}
", }, }, diff --git a/src/charts/sus/SUSBoxPlotComp.jsx b/src/charts/sus/SUSBoxPlotComp.jsx new file mode 100644 index 0000000..bd20208 --- /dev/null +++ b/src/charts/sus/SUSBoxPlotComp.jsx @@ -0,0 +1,165 @@ +import React, { useEffect, useState } from "react"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import { Slider } from "@geist-ui/core"; + +const SUSBoxPlotComp = ({ ageRange, gender }) => { + const [audio, setAudio] = useState(4); // Default slider value + const [dataLower, setDataLower] = useState([]); + const [dataHigher, setDataHigher] = useState([]); + + useEffect(() => { + const fetchIMIData = async () => { + const queryParamsLower = new URLSearchParams(); + const queryParamsHigher = new URLSearchParams(); + + if (ageRange.min) { + queryParamsLower.append("age_min", ageRange.min); + queryParamsHigher.append("age_min", ageRange.min); + } + if (ageRange.max) { + queryParamsLower.append("age_max", ageRange.max); + queryParamsHigher.append("age_max", ageRange.max); + } + if (gender) { + queryParamsLower.append("gender", gender); + queryParamsHigher.append("gender", gender); + } + queryParamsLower.append("audioLowerThan", audio + 1); + queryParamsHigher.append("audioHigherThan", audio); + + const [responseLower, responseHigher] = await Promise.all([ + fetch( + `http://localhost:5000/api/sus_scores?${queryParamsLower.toString()}` + ), + fetch( + `http://localhost:5000/api/sus_scores?${queryParamsHigher.toString()}` + ), + ]); + + const dataLower = await responseLower.json(); + const dataHigher = await responseHigher.json(); + + const groupedDataLower = dataLower.reduce((acc, item) => { + acc[item.WebpageID] = acc[item.WebpageID] || []; + acc[item.WebpageID].push(item.TotalSUSScore); + return acc; + }, {}); + + const formattedDataLower = Object.keys(groupedDataLower).map((key) => { + const scores = groupedDataLower[key].sort((a, b) => a - b); + const q1 = scores[Math.floor(scores.length / 4)]; + const median = scores[Math.floor(scores.length / 2)]; + const q3 = scores[Math.floor((3 * scores.length) / 4)]; + const min = scores[0]; + const max = scores[scores.length - 1]; + return [parseInt(key - 1), min, q1, median, q3, max]; + }); + + const groupedDataHigher = dataHigher.reduce((acc, item) => { + acc[item.WebpageID] = acc[item.WebpageID] || []; + acc[item.WebpageID].push(item.TotalSUSScore); + return acc; + }, {}); + + const formattedDataHigher = Object.keys(groupedDataHigher).map((key) => { + const scores = groupedDataHigher[key].sort((a, b) => a - b); + const q1 = scores[Math.floor(scores.length / 4)]; + const median = scores[Math.floor(scores.length / 2)]; + const q3 = scores[Math.floor((3 * scores.length) / 4)]; + const min = scores[0]; + const max = scores[scores.length - 1]; + return [parseInt(key - 1), min, q1, median, q3, max]; + }); + + setDataLower(formattedDataLower); + setDataHigher(formattedDataHigher); + }; + + fetchIMIData(); + }, [ageRange, gender, audio]); + + const options1 = { + chart: { + type: "boxplot", + }, + title: { + text: "Participant Average SUS Score Distribution (Audio <= " + audio + " )", + }, + xAxis: { + title: { + text: "Webpage", + }, + categories: ["1", "2", "3", "4", "5", "6"], + }, + yAxis: { + title: { + text: "SUS Score", + }, + }, + series: [ + { + name: "Webpage", + data: dataLower, + binWidth: 5, + }, + ], + }; + + const options2 = { + chart: { + type: "boxplot", + }, + title: { + text: "Participant Average SUS Score Distribution (Audio > " + audio + " )", + }, + xAxis: { + title: { + text: "Webpage", + }, + categories: ["1", "2", "3", "4", "5", "6"], + }, + yAxis: { + title: { + text: "SUS Score", + }, + }, + series: [ + { + name: "Webpage", + data: dataHigher, + binWidth: 5, + }, + ], + }; + + return ( +
+
+ + +
+ setAudio(val)} + min={2} + max={6} + step={1} + initialValue={4} + showMarkers + width="75%" + style={{margin: "16px auto 0 auto"}} + /> +
+ ); +}; + +export default SUSBoxPlotComp; diff --git a/src/server/server.js b/src/server/server.js index eb18372..0d2b52c 100644 --- a/src/server/server.js +++ b/src/server/server.js @@ -20,7 +20,6 @@ app.get("/api/demographics", (req, res) => { req.query.audio ) { const conditions = []; - console.log(req.query); if (req.query.age_min) { conditions.push("ParticipantAge >= ?"); params.push(req.query.age_min); @@ -145,6 +144,59 @@ app.get("/api/imi_scores", (req, res) => { const params = []; + if ( + req.query.age_min || + req.query.age_max || + req.query.gender || + req.query.audio || + req.query.audioLowerThan || + req.query.audioHigherThan + ) { + sql += + " INNER JOIN DemographicsData ON DemographicsData.ParticipantID = QuestionnaireDataIMI.ParticipantID"; + const conditions = []; + if (req.query.age_min) { + conditions.push("DemographicsData.ParticipantAge >= ?"); + params.push(req.query.age_min); + } + if (req.query.age_max) { + conditions.push("DemographicsData.ParticipantAge <= ?"); + params.push(req.query.age_max); + } + if (req.query.gender) { + conditions.push("DemographicsData.ParticipantGender = ?"); + params.push(req.query.gender.toString()); + } + if (req.query.audio) { + conditions.push("DemographicsData.AudioTurnedOn = ?"); + params.push(req.query.audio); + } + if (req.query.audioLowerThan) { + conditions.push("DemographicsData.AudioTurnedOn < ?"); + params.push(req.query.audioLowerThan); + } + if (req.query.audioHigherThan) { + conditions.push("DemographicsData.AudioTurnedOn > ?"); + params.push(req.query.audioHigherThan); + } + sql += " WHERE " + conditions.join(" AND ") + ";"; + } + + db.all(sql, params, (err, rows) => { + if (err) { + res.status(400).json({ error: err.message }); + return; + } + res.json(rows); + }); +}); + +app.get("/api/imi_values", (req, res) => { + let sql = + "SELECT QuestionnaireDataIMI.ParticipantID, WebpageID, Q1, Q2, Q3, Q4, Q5, Q6, Q7 FROM QuestionnaireDataIMI"; + + const params = []; + if ( req.query.age_min || req.query.age_max || @@ -182,6 +234,49 @@ app.get("/api/imi_scores", (req, res) => { }); }); +app.get("/api/sus_values", (req, res) => { + let sql = + "SELECT QuestionnaireDataSUS.ParticipantID, WebpageID, Q1, Q2, Q3, Q4, Q5, Q6, Q7, Q8, Q9, Q10 FROM QuestionnaireDataSUS"; + + const params = []; + + if ( + req.query.age_min || + req.query.age_max || + req.query.gender || + req.query.audio + ) { + sql += + " INNER JOIN DemographicsData ON DemographicsData.ParticipantID = QuestionnaireDataSUS.ParticipantID"; + const conditions = []; + if (req.query.age_min) { + conditions.push("DemographicsData.ParticipantAge >= ?"); + params.push(req.query.age_min); + } + if (req.query.age_max) { + conditions.push("DemographicsData.ParticipantAge <= ?"); + params.push(req.query.age_max); + } + if (req.query.gender) { + conditions.push("DemographicsData.ParticipantGender = ?"); + params.push(req.query.gender.toString()); + } + if (req.query.audio) { + conditions.push("DemographicsData.AudioTurnedOn = ?"); + params.push(req.query.audio); + } + sql += " WHERE " + conditions.join(" AND ") + ";"; + } + + db.all(sql, params, (err, rows) => { + if (err) { + res.status(400).json({ error: err.message }); + return; + } + res.json(rows); + }); +}); + app.get("/api/sus_scores", (req, res) => { let sql = "SELECT QuestionnaireDataSUS.ParticipantID, WebpageID, (((Q1 - 1) + (5 - Q2) + (Q3 - 1) + (5 - Q4) + (Q5 - 1) + (5 - Q6) + (Q7 - 1) + (5 - Q8) + (Q9 - 1) + (5 - Q10)) * 2.5) AS TotalSUSScore FROM QuestionnaireDataSUS"; @@ -192,7 +287,9 @@ app.get("/api/sus_scores", (req, res) => { req.query.age_min || req.query.age_max || req.query.gender || - req.query.audio + req.query.audio || + req.query.audioLowerThan || + req.query.audioHigherThan ) { sql += " INNER JOIN DemographicsData ON DemographicsData.ParticipantID = QuestionnaireDataSUS.ParticipantID"; @@ -213,6 +310,14 @@ app.get("/api/sus_scores", (req, res) => { conditions.push("DemographicsData.AudioTurnedOn = ?"); params.push(req.query.audio); } + if (req.query.audioLowerThan) { + conditions.push("DemographicsData.AudioTurnedOn < ?"); + params.push(req.query.audioLowerThan); + } + if (req.query.audioHigherThan) { + conditions.push("DemographicsData.AudioTurnedOn > ?"); + params.push(req.query.audioHigherThan); + } sql += " WHERE " + conditions.join(" AND "); } @@ -317,6 +422,51 @@ app.get("/api/end_questionnaire_opinions", (req, res) => { }); }); +app.get("/api/end_questionnaire_analysed_data", (req, res) => { + let sql = + "SELECT * FROM EndQuestionnaireAnalysedData"; + + const params = []; + + if ( + req.query.age_min || + req.query.age_max || + req.query.gender || + req.query.audio + ) { + sql += + " INNER JOIN DemographicsData ON DemographicsData.ParticipantID = EndQuestionnaireAnalysedData.ParticipantID"; + const conditions = []; + if (req.query.age_min) { + conditions.push("DemographicsData.ParticipantAge >= ?"); + params.push(req.query.age_min); + } + if (req.query.age_max) { + conditions.push("DemographicsData.ParticipantAge <= ?"); + params.push(req.query.age_max); + } + if (req.query.gender) { + conditions.push("DemographicsData.ParticipantGender = ?"); + params.push(req.query.gender.toString()); + } + if (req.query.audio) { + conditions.push("DemographicsData.AudioTurnedOn = ?"); + params.push(req.query.audio); + } + sql += " WHERE " + conditions.join(" AND "); + } + + sql += ";"; + + db.all(sql, params, (err, rows) => { + if (err) { + res.status(400).json({ error: err.message }); + return; + } + res.json(rows); + }); +}); + app.listen(port, () => { console.log(`Server is running on http://localhost:${port}`); });