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"job_title_count": 1 + }, + { + "job_title": "Principal Data Analyst", + "job_title_count": 2 + }, + { + "job_title": "Principal Data Engineer", + "job_title_count": 2 + }, + { + "job_title": "Staff Data Scientist", + "job_title_count": 1 + }, + { + "job_title": "Finance Data Analyst", + "job_title_count": 1 + } + ] +} \ No newline at end of file diff --git a/Homework2/Vue-Template/package-lock.json b/Homework2/Vue-Template/package-lock.json index f83d075..c6d4b2e 100644 --- a/Homework2/Vue-Template/package-lock.json +++ b/Homework2/Vue-Template/package-lock.json @@ -10,17 +10,22 @@ "dependencies": { "@vueuse/core": "^9.9.0", "axios": "^1.2.1", + "csv": "^6.3.5", + "csv-reader": "^1.0.12", "d3": "^7.8.0", "lodash": "^4.17.21", "pinia": "^2.0.28", "vite-plugin-vuetify": "^1.0.1", "vue": "^3.2.45", + "vue-csv-import": "^4.1.2", "vuetify": "^3.0.6" }, "devDependencies": { "@types/d3": "^7.4.0", "@types/lodash": "^4.14.191", + "@types/papaparse": "^5.3.10", "@vitejs/plugin-vue": "^4.0.0", + "papaparse": "^5.4.1", "typescript": "^4.9.3", "vite": "^4.0.0", "vue-tsc": "^1.0.11" @@ -44,7 +49,6 @@ "cpu": [ "arm" ], - "dev": true, "optional": true, "os": [ "android" @@ -60,7 +64,6 @@ "cpu": [ "arm64" ], - "dev": true, "optional": true, "os": [ "android" @@ -76,7 +79,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "android" @@ -92,7 +94,6 @@ "cpu": [ "arm64" ], - "dev": true, "optional": true, "os": [ "darwin" @@ -108,7 +109,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "darwin" @@ -124,7 +124,6 @@ "cpu": [ "arm64" ], - "dev": true, "optional": true, "os": [ "freebsd" @@ -140,7 +139,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "freebsd" @@ -156,7 +154,6 @@ "cpu": [ "arm" ], - "dev": true, "optional": true, "os": [ "linux" @@ -172,7 +169,6 @@ "cpu": [ "arm64" ], - "dev": true, "optional": true, "os": [ "linux" @@ -188,7 +184,6 @@ "cpu": [ "ia32" ], - "dev": true, "optional": true, "os": [ "linux" @@ -204,7 +199,6 @@ "cpu": [ "loong64" ], - "dev": true, "optional": true, "os": [ "linux" @@ -220,7 +214,6 @@ "cpu": [ "mips64el" ], - "dev": true, "optional": true, "os": [ "linux" @@ -236,7 +229,6 @@ "cpu": [ "ppc64" ], - "dev": true, "optional": true, "os": [ "linux" @@ -252,7 +244,6 @@ "cpu": [ "riscv64" ], - "dev": true, "optional": true, "os": [ "linux" @@ -268,7 +259,6 @@ "cpu": [ "s390x" ], - "dev": true, "optional": true, "os": [ "linux" @@ -284,7 +274,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "linux" @@ -300,7 +289,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "netbsd" @@ -316,7 +304,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "openbsd" @@ -332,7 +319,6 @@ "cpu": [ "x64" ], - "dev": true, "optional": true, "os": [ "sunos" @@ -348,7 +334,6 @@ "cpu": [ "arm64" ], - "dev": true, "optional": true, "os": [ "win32" @@ -364,7 +349,6 @@ "cpu": [ "ia32" ], - "dev": true, "optional": true, "os": [ "win32" @@ -380,7 +364,6 @@ "cpu": [ "x64" ], - "dev": 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"integrity": "sha512-YRVtvdtUNXZCMyK5zd5Wty1W6dNTpGKdqQd4EQ8tl/c6KW1aMBB1Kg1ppky5FONKmEqGJ/8WjLlTNLPne4ioVA==" + }, + "node_modules/csv-reader": { + "version": "1.0.12", + "resolved": "https://registry.npmjs.org/csv-reader/-/csv-reader-1.0.12.tgz", + "integrity": "sha512-0AAgazKJUywtjvZbclNuovIiQY/WyvojWw15Y2k3kPixE+pDiOFnfg5FcH3CfDqqnrB2f3p5oPAc446EXD01Tw==", + "engines": { + "node": ">=8.0.0" + } + }, + "node_modules/csv-stringify": { + "version": "6.4.4", + "resolved": "https://registry.npmjs.org/csv-stringify/-/csv-stringify-6.4.4.tgz", + "integrity": "sha512-NDshLupGa7gp4UG4sSNIqwYJqgSwvds0SvENntxoVoVvTzXcrHvd5gG2MWpbRpSNvk59dlmIe1IwNvSxN4IVmg==" + }, "node_modules/d3": { "version": "7.8.5", "resolved": "https://registry.npmjs.org/d3/-/d3-7.8.5.tgz", @@ -1462,7 +1500,6 @@ "version": "2.3.2", "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz", "integrity": "sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA==", - "dev": true, "hasInstallScript": true, "optional": true, "os": [ @@ -1648,6 +1685,11 @@ "node": ">=6" } }, + "node_modules/papaparse": { + "version": "5.4.1", + "resolved": "https://registry.npmjs.org/papaparse/-/papaparse-5.4.1.tgz", + "integrity": "sha512-HipMsgJkZu8br23pW15uvo6sib6wne/4woLZPlFf3rpDyMe9ywEXUsuD7+6K9PRkJlVT51j/sCOYDKGGS3ZJrw==" + }, "node_modules/path-exists": { "version": "4.0.0", "resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz", @@ -1698,9 +1740,9 @@ } }, "node_modules/postcss": { - "version": "8.4.24", - "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.24.tgz", - "integrity": "sha512-M0RzbcI0sO/XJNucsGjvWU9ERWxb/ytp1w6dKtxTKgixdtQDq4rmx/g8W1hnaheq9jgwL/oyEdH5Bc4WwJKMqg==", + "version": "8.4.31", + "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.4.31.tgz", + "integrity": "sha512-PS08Iboia9mts/2ygV3eLpY5ghnUcfLV/EXTOW1E2qYxJKGGBUtNjN76FYHnMs36RmARn41bC0AZmn+rR0OVpQ==", "funding": [ { "type": "opencollective", @@ -1760,9 +1802,9 @@ "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==" }, "node_modules/semver": { - "version": "6.3.0", - "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.0.tgz", - "integrity": "sha512-b39TBaTSfV6yBrapU89p5fKekE2m/NwnDocOVruQFS1/veMgdzuPcnOM34M6CwxW8jH/lxEa5rBoDeUwu5HHTw==", + "version": "6.3.1", + "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz", + "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==", "bin": { "semver": "bin/semver.js" } @@ -1775,6 +1817,11 @@ "node": ">=0.10.0" } }, + "node_modules/stream-transform": { + "version": "3.2.10", + "resolved": "https://registry.npmjs.org/stream-transform/-/stream-transform-3.2.10.tgz", + "integrity": "sha512-Yu+x7zcWbWdyB0Td8dFzHt2JEyD6694CNq2lqh1rbuEBVxPtjb/GZ7xDnZcdYiU5E/RtufM54ClSEOzZDeWguA==" + }, "node_modules/typescript": { "version": "4.9.5", "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.9.5.tgz", @@ -1788,6 +1835,12 @@ "node": ">=4.2.0" } }, + "node_modules/undici-types": { + "version": "5.25.3", + "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.25.3.tgz", + "integrity": "sha512-Ga1jfYwRn7+cP9v8auvEXN1rX3sWqlayd4HP7OKk4mZWylEmu3KzXDUGrQUN6Ol7qo1gPvB2e5gX6udnyEPgdA==", + "devOptional": true + }, "node_modules/upath": { "version": "2.0.1", "resolved": "https://registry.npmjs.org/upath/-/upath-2.0.1.tgz", @@ -1873,6 +1926,27 @@ "@vue/shared": "3.3.4" } }, + "node_modules/vue-csv-import": { + "version": "4.1.2", + "resolved": "https://registry.npmjs.org/vue-csv-import/-/vue-csv-import-4.1.2.tgz", + "integrity": "sha512-sw/iY3taDUjkA7c/OF8waknrUzJKTm0imyom/cmeMUT68pKvN/mG6ufJPMIppzpulJ+y7Rpuo+aAtrnwyb0yGg==", + "dependencies": { + "axios": "^0.21.1", + "lodash": "^4.17.20", + "papaparse": "^5.0.0" + }, + "peerDependencies": { + "vue": "^3.0.4" + } + }, + "node_modules/vue-csv-import/node_modules/axios": { + "version": "0.21.4", + "resolved": "https://registry.npmjs.org/axios/-/axios-0.21.4.tgz", + "integrity": "sha512-ut5vewkiu8jjGBdqpM44XxjuCjq9LAKeHVmoVfHVzy8eHgxxq8SbAVQNovDA8mVi05kP0Ea/n/UzcSHcTJQfNg==", + "dependencies": { + "follow-redirects": "^1.14.0" + } + }, "node_modules/vue-demi": { "version": "0.14.5", "resolved": "https://registry.npmjs.org/vue-demi/-/vue-demi-0.14.5.tgz", diff --git a/Homework2/Vue-Template/package.json b/Homework2/Vue-Template/package.json index 13e7ce0..f06e4b8 100644 --- a/Homework2/Vue-Template/package.json +++ b/Homework2/Vue-Template/package.json @@ -11,17 +11,22 @@ "dependencies": { "@vueuse/core": "^9.9.0", "axios": "^1.2.1", + "csv": "^6.3.5", + "csv-reader": "^1.0.12", "d3": "^7.8.0", "lodash": "^4.17.21", "pinia": "^2.0.28", "vite-plugin-vuetify": "^1.0.1", "vue": "^3.2.45", + "vue-csv-import": "^4.1.2", "vuetify": "^3.0.6" }, "devDependencies": { "@types/d3": "^7.4.0", "@types/lodash": "^4.14.191", + "@types/papaparse": "^5.3.10", "@vitejs/plugin-vue": "^4.0.0", + "papaparse": "^5.4.1", "typescript": "^4.9.3", "vite": "^4.0.0", "vue-tsc": "^1.0.11" diff --git a/Homework2/Vue-Template/src/App.vue b/Homework2/Vue-Template/src/App.vue index f046740..607b829 100644 --- a/Homework2/Vue-Template/src/App.vue +++ b/Homework2/Vue-Template/src/App.vue @@ -2,6 +2,8 @@ import Notes from './components/Notes.vue' import Example from './components/Example.vue' +import AverageSalary from './components/Bar.vue' +// import Visualization from './components/Visualization.vue'; /* import ExampleWithLegend from './components/ExampleWithLegend.vue'; import ExampleWithInteractions from './components/ExampleWithInteractions.vue';*/ @@ -9,7 +11,9 @@ import ExampleWithInteractions from './components/ExampleWithInteractions.vue';* export default { components: { Notes, + AverageSalary, Example, + // Visualization, /* ExampleWithLegend, ExampleWithInteractions*/ @@ -17,12 +21,49 @@ export default { } - + + + + + + + diff --git a/Homework2/Vue-Template/src/components/Line.vue b/Homework2/Vue-Template/src/components/Line.vue new file mode 100644 index 0000000..fb273d8 --- /dev/null +++ b/Homework2/Vue-Template/src/components/Line.vue @@ -0,0 +1,155 @@ + \ No newline at end of file diff --git a/Homework2/Vue-Template/src/components/Visualization.vue b/Homework2/Vue-Template/src/components/Visualization.vue new file mode 100644 index 0000000..08d9e5a --- /dev/null +++ b/Homework2/Vue-Template/src/components/Visualization.vue @@ -0,0 +1,6 @@ + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/Homework2/Vue-Template/src/types.ts b/Homework2/Vue-Template/src/types.ts index ba503fc..294130a 100644 --- a/Homework2/Vue-Template/src/types.ts +++ b/Homework2/Vue-Template/src/types.ts @@ -18,4 +18,16 @@ export interface Point { export interface Bar{ readonly value: number; +} + +export interface Bar1{ + readonly job_title_average_salary: number; +} + +export interface ParallelCoordinates { + readonly job_title_count: number +} + +export interface Line { + readonly job_title_average_remote_ratio: number; } \ No newline at end of file diff --git a/Homework2/package-lock.json b/Homework2/package-lock.json new file mode 100644 index 0000000..1a37daa --- /dev/null +++ b/Homework2/package-lock.json @@ -0,0 +1,17 @@ +{ + "name": "Homework2", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "dependencies": { + "materialize-css": "^1.0.0-rc.2" + } + }, + "node_modules/materialize-css": { + "version": "1.0.0-rc.2", + "resolved": "https://registry.npmjs.org/materialize-css/-/materialize-css-1.0.0-rc.2.tgz", + "integrity": "sha512-FuQmSyq4Qv0ov7A2qXw0E6/jbQzSWx2P1pg2/XQDYTkkSc/GyiFAxu3fw9zgShwuTvyumEiw5jkxQWT9siqMBQ==" + } + } +} diff --git a/Homework2/package.json b/Homework2/package.json new file mode 100644 index 0000000..1b7c08e --- /dev/null +++ b/Homework2/package.json @@ -0,0 +1,5 @@ +{ + "dependencies": { + "materialize-css": "^1.0.0-rc.2" + } +} diff --git a/Homework2/suchao/VanillaJS-Template/app.js b/Homework2/suchao/VanillaJS-Template/app.js new file mode 100644 index 0000000..3448ba7 --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/app.js @@ -0,0 +1,30 @@ +import { mountBarChart, BarChart } from './src/barChart'; +import { mountLineChart, LineChart } from './src/linechart'; +import { ParallelCoordinatesPlot, mountParallelCoordinatesPlot } from './src/parallelCoordiantesChart'; +import './style.css'; + +document.querySelector('#app').innerHTML = ` +
+
+
+
+ ${BarChart()} +
+
+
+
+ ${LineChart()} +
+
+
+
+
+ ${ParallelCoordinatesPlot()} +
+
+
+`; + +mountBarChart(); +mountLineChart(); +mountParallelCoordinatesPlot(); \ No newline at end of file diff --git a/Homework2/suchao/VanillaJS-Template/data/Data_Engineer_average_salary.json b/Homework2/suchao/VanillaJS-Template/data/Data_Engineer_average_salary.json new file mode 100644 index 0000000..d3c6809 --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/data/Data_Engineer_average_salary.json @@ -0,0 +1,20 @@ +{ + "data":[ + { + "experience_level": "EN", + "average_salary": 78546 + }, + { + "experience_level": "MI", + "average_salary": 104526 + }, + { + "experience_level": "SE", + "average_salary": 153051 + }, + { + "experience_level": "EX", + "average_salary": 194931 + } + ] +} \ No newline at end of file diff --git a/Homework2/suchao/VanillaJS-Template/data/PCC.json b/Homework2/suchao/VanillaJS-Template/data/PCC.json new file mode 100644 index 0000000..a0e34f3 --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/data/PCC.json @@ -0,0 +1,22532 @@ +[ + { + "work_year": 2023, + "job_title": "Principal Data Scientist", + "salary_in_usd": 85847, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "ML Engineer", + "salary_in_usd": 30000, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "ML Engineer", + "salary_in_usd": 25500, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 175000, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 120000, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "Applied Scientist", + "salary_in_usd": 222200, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Applied Scientist", + "salary_in_usd": 136000, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 219000, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 141000, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 147100, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 90700, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Analyst", + "salary_in_usd": 130000, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "Data Analyst", + "salary_in_usd": 100000, + "remote_ratio": 100 + }, + { + "work_year": 2023, + "job_title": "Applied Scientist", + "salary_in_usd": 213660, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Applied Scientist", + "salary_in_usd": 130760, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Modeler", + "salary_in_usd": 147100, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Modeler", + "salary_in_usd": 90700, + "remote_ratio": 0 + }, + { + "work_year": 2023, + "job_title": "Data Scientist", + "salary_in_usd": 170000, + "remote_ratio": 0 + }, + { + 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"scripts": { + "dev": "vite", + "build": "vite build", + "preview": "vite preview" + }, + "devDependencies": { + "axios": "^1.2.1", + "d3": "^7.8.0", + "lodash": "^4.17.21", + "vite": "^4.3.9" + }, + "dependencies": { + "materialize": "^1.0.0", + "react": "^18.2.0" + } +} diff --git a/Homework2/suchao/VanillaJS-Template/src/barChart.js b/Homework2/suchao/VanillaJS-Template/src/barChart.js new file mode 100644 index 0000000..810776c --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/src/barChart.js @@ -0,0 +1,95 @@ +import * as d3 from 'd3'; // Import the d3 library for data visualization. +import Data from '../data/average_remote_ratio.json'; // Import data from a JSON file. +import axios from 'axios'; // Import the axios library for making HTTP requests. +import { isEmpty, debounce } from 'lodash'; // Import utility functions from lodash. + +const margin = { left: 35, right: 20, top: 30, bottom: 75 }; // Define margin for the chart. +var size = { width: 0, height: 0 }; // Initialize the size object for the chart. +var bars = Data.data; // Store the data from the imported JSON file in the 'bars' variable. + +const onResize = (targets) => { // Define a function to handle resizing of the chart. + targets.forEach(target => { + if (target.target.getAttribute('id') !== 'bar-container') return; + size = { width: target.contentRect.width, height: target.contentRect.height }; + if (!isEmpty(size) && !isEmpty(bars)) { + d3.select('#bar-svg').selectAll('*').remove(); // Remove existing chart elements. + initChart(); // Reinitialize the chart. + } + }); +}; + +const chartObserver = new ResizeObserver(debounce(onResize, 100)); // Create a ResizeObserver to monitor the chart's container element. + +export const BarChart = () => ( // Define a React component for the bar chart. + `
+ + +
` +); + +export function mountBarChart() { // Define a function to mount the bar chart. + let barContainer = document.querySelector('#bar-container'); + chartObserver.observe(barContainer); // Start observing the chart's container for resizing. +} + +function initChart() { // Define a function to initialize the chart. + let chartContainer = d3.select('#bar-svg'); // Select the SVG element to draw the chart inside. + + let yExtents = d3.extent(bars.map((d) => d.job_title_average_remote_ratio)); // Calculate the y-axis extent. + let xCategories = [...new Set(bars.map((d) => d.job_title))]; // Extract unique job titles. + + let colorScale = d3.scaleOrdinal() // Create a color scale for different job titles. + .domain(xCategories) + .range(d3.schemeCategory10); + + let xScale = d3.scaleBand() // Create an x-axis scale for the job titles. + .range([margin.left, size.width - margin.right]) + .domain(xCategories) + .padding(0.1); + + let yScale = d3.scaleLinear() // Create a linear y-axis scale for average salaries. + .range([size.height - margin.bottom, margin.top]) + .domain([0, yExtents[1]]); + + const xAxis = chartContainer.append('g') // Create the x-axis and style it. + .attr('transform', `translate(0, ${size.height - margin.bottom})`) + .call(d3.axisBottom(xScale)) + .selectAll('text') + .style('text-anchor', 'end') + .attr('transform', 'rotate(-45) translate(-10, -10)') + .attr('font-size', '.5rem'); + + const yAxis = chartContainer.append('g') // Create the y-axis and style it. + .attr('transform', `translate(${margin.left}, 0)`) + .call(d3.axisLeft(yScale)); + + const yLabel = chartContainer.append('g') // Create a label for the y-axis. + .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`) + .append('text') + .text('Average Remote Ratio') + .style('font-size', '.8rem'); + + const xLabel = chartContainer.append('g') // Create a label for the x-axis. + .attr('transform', `translate(${size.width / 2 - margin.left}, ${size.height - margin.top - 5})`) + .append('text') + .text('Job Title') + .style('font-size', '.8rem'); + + const barEles = chartContainer.append('g') // Create and style the bar chart elements. + .selectAll('rect') + .data(bars) + .join('rect') + .attr('x', (d) => xScale(d.job_title)) + .attr('y', (d) => yScale(d.job_title_average_remote_ratio)) + .attr('width', xScale.bandwidth()) + .attr('height', (d) => Math.abs(yScale(0) - yScale(d.job_title_average_remote_ratio))) + .attr('fill', (d) => colorScale(d.job_title)); + + const title = chartContainer.append('g') // Add a title to the chart. + .append('text') + .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`) + .attr('dy', '0.5rem') + .style('text-anchor', 'middle') + .style('font-size', '.9rem') + .text('Overview of 71 average remote ratio by occupation'); +} diff --git a/Homework2/suchao/VanillaJS-Template/src/lineChart.js b/Homework2/suchao/VanillaJS-Template/src/lineChart.js new file mode 100644 index 0000000..11dbcde --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/src/lineChart.js @@ -0,0 +1,123 @@ +import * as d3 from 'd3'; // Import the d3 library for data visualization. +import Data from '../data/Data_Engineer_average_salary.json'; // Import the JSON data file. +import axios from 'axios'; // Import the axios library for making HTTP requests. +import { isEmpty, debounce } from 'lodash'; // Import specific functions from lodash. + +// Define margins for the chart. +const margin = { left: 60, right: 20, top: 30, bottom: 80 }; // Increased bottom margin for x-axis labels + +// Initialize size and data variables. +var size = { width: 0, height: 0 }; +var data = Data.data; + +// Define a function to handle resizing of the chart. +const onResize = (targets) => { + targets.forEach((target) => { + // Check if the target element has the id 'line-container'. + if (target.target.getAttribute('id') !== 'line-container') return; + // Update the size variable with the new dimensions of the target element. + size = { width: target.contentRect.width, height: target.contentRect.height }; + // Check if both size and data are not empty, then reinitialize the chart. + if (!isEmpty(size) && !isEmpty(data)) { + initChart(); // Call the function to initialize the chart. + } + }); +}; + +// Create a ResizeObserver that calls the onResize function with a debounce of 100 milliseconds. +const chartObserver = new ResizeObserver(debounce(onResize, 100)); + +// Define the LineChart component. +export const LineChart = () => ( + `
+ + + +
` +); + +// Define a function to mount the LineChart component. +export function mountLineChart() { + + let lineContainer = document.querySelector('#line-container'); + chartObserver.observe(lineContainer); // Observe the LineChart component for resizing. +} + +// Define a function to initialize the chart. +function initChart() { + let chartContainer = d3.select('#line-chart'); // Select the chart container. + + // Extract experience levels and average salaries from the data. + let experienceLevels = data.map((d) => d.experience_level); + let averageSalaries = data.map((d) => d.average_salary); + + // Create an xScale for the experience levels using the scaleBand function. + let xScale = d3 + .scaleBand() + .domain(experienceLevels) + .range([margin.left, size.width - margin.right]) + .padding(1); + + // Create a yScale for the average salaries using the scaleLinear function. + let yScale = d3 + .scaleLinear() + .domain([0, d3.max(averageSalaries)]) + .nice() + .range([size.height - margin.bottom, margin.top]); + + // Create a line generator function. + let line = d3 + .line() + .x((d) => xScale(d.experience_level)) + .y((d) => yScale(d.average_salary)); + + // Append a path element for the line chart. + chartContainer + .append('path') + .datum(data) + .attr('class', 'line') + .attr('d', line) + .attr('fill', 'none') + .attr('stroke', 'steelblue'); + + // Append a group element for the x-axis and call the axisBottom function. + chartContainer + .append('g') + .attr('class', 'x-axis') + .attr('transform', `translate(0, ${size.height - margin.bottom})`) + .call(d3.axisBottom(xScale)); + + // Append a group element for the y-axis and call the axisLeft function. + chartContainer + .append('g') + .attr('class', 'y-axis') + .attr('transform', `translate(${margin.left}, 0)`) + .call(d3.axisLeft(yScale)); + + // Append a label for the x-axis. + chartContainer + .append('text') + .attr('class', 'x-label') + .attr('transform', `translate(${size.width / 2}, ${margin.bottom + 240})`) + .attr('dy', '2.5em') + .style('text-anchor', 'middle') + .text('Experience Level') + .style('font-size', '.9rem'); + + // Append a label for the y-axis. + chartContainer + .append('text') + .attr('class', 'y-label') + .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`) + .text('Average Salary') + .style('font-size', '.9rem'); + + // Append a title for the chart. + chartContainer + .append('text') + .attr('class', 'chart-title') + .attr('transform', `translate(${size.width / 2}, ${margin.top})`) + .style('text-anchor', 'middle') + .style('font-size', '.9rem') + .text('Average Salaries for Data Engineers at Different Experience Levels'); +} diff --git a/Homework2/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js b/Homework2/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js new file mode 100644 index 0000000..66193f8 --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js @@ -0,0 +1,136 @@ +import * as d3 from 'd3'; +import Data from '../data/PCC.json'; +import { debounce, isEmpty } from 'lodash'; + +const margin = { left: 20, right: 20, top: 20, bottom: 80 }; +let size = { width: 0, height: 0 }; +const data = Data; + +const colorScale = d3.scaleOrdinal(d3.schemeCategory10); // Define a color scale + +const onResize = (entries) => { + entries.forEach((entry) => { + if (entry.target.getAttribute('id') !== 'parallel-coordinates-container') return; + size = { width: entry.contentRect.width, height: entry.contentRect.height }; + if (!isEmpty(size) && !isEmpty(data)) { + d3.select('#parallel-coordinates-svg').selectAll('*').remove(); // Remove existing chart elements. + initParallelCoordinates(); + } + }); +}; + +const chartObserver = new ResizeObserver(debounce(onResize, 100)); + +export const ParallelCoordinatesPlot = () => ( + `
+ + +
` +); + +export function mountParallelCoordinatesPlot() { + const container = document.querySelector('#parallel-coordinates-container'); + chartObserver.observe(container); +} + +function initParallelCoordinates() { + const chartContainer = d3.select('#parallel-coordinates-svg'); + + var margin = { top: 30, right: 0, bottom: 10, left: 0 }, + width = 750 - margin.left - margin.right, + height = 700 - margin.top - margin.bottom; + + // append the svg object to the body of the page + chartContainer + .attr("width", width + margin.left + margin.right) + .attr("height", height + margin.top + margin.bottom) + .append("g") + .attr("transform", + "translate(" + margin.left + "," + margin.top + ")"); + + + // Extract the list of dimensions we want to keep in the plot. Here I keep all except the column called Species + const dimensions = ['remote_ratio', 'salary_in_usd', "work_year"]; + + // For each dimension, I build a linear scale. I store all in a y object + var y = {} + for (const i in dimensions) { + const name = dimensions[i] + y[name] = d3.scaleLinear() + .domain(d3.extent(data, function (d) { return +d[name]; })) + .range([height, 0]) + } + + // Build the X scale -> it finds the best position for each Y axis + const x = d3.scalePoint() + .range([0, width]) + .padding(1) + .domain(dimensions); + + // The path function takes a row of the csv as input and returns x and y coordinates of the line to draw for this row. + function path(d) { + return d3.line()(dimensions.map(function (p) { return [x(p), y[p](d[p])]; })); + } + + // Draw the lines + chartContainer + .selectAll("myPath") + .data(data) + .enter().append("path") + .attr("d", path) + .style("fill", "none") + .style("stroke", (d, i) => colorScale(i)) // Assign colors based on data index + .style("opacity", 0.5); + + // Draw the axis: + chartContainer.selectAll("myAxis") + // For each dimension of the dataset, I add a 'g' element: + .data(dimensions).enter() + .append("g") + // I translate this element to its right position on the x-axis + .attr("transform", function (d) { return "translate(" + x(d) + ")"; }) + // And I build the axis with the call function + .each(function (d) { d3.select(this).call(d3.axisLeft().scale(y[d])); }) + // Add axis title + .append("text") + .style("text-anchor", "middle") + .attr("y", -9) + .text(function (d) { return d; }) + .style("fill", "black"); + + const title = chartContainer.append('g') // Add a title to the chart. + .append('text') + .attr('transform', `translate(${size.width / 2}, ${margin.top - 25})`) + .attr('dy', '0.5rem') + .style('text-anchor', 'middle') + .style('font-size', '.9rem') + .text('Overview of the top 5 popular job titles in terms of remote_ratio, salary, and years'); + + // Draw the axis and labels + dimensions.forEach((dimension, i) => { + chartContainer.append("g") + .attr("class", "axis") + .attr("transform", `translate(${x(dimension)}, 0)`) + // .call(d3.axisLeft().scale(y[dimension])) + .append("text") + .style("text-anchor", "middle") + .attr("y", -15) + .text(dimension) + .style("fill", "black"); + }); + + // Add labels for y-axis + dimensions.forEach((dimension) => { + chartContainer.append("g") + .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`) + .attr("class", "axis") + .append("text") + .style("text-anchor", "middle") + .attr("x", -15) + .attr("y", height / 2) + .text(dimension) + // .padding(0.1) + .style("fill", "black"); + }); + +} diff --git a/Homework2/suchao/VanillaJS-Template/style.css b/Homework2/suchao/VanillaJS-Template/style.css new file mode 100644 index 0000000..e1b3d0f --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/style.css @@ -0,0 +1,97 @@ +/* Define global styles for the entire document */ +:root { + font-family: Inter, Avenir, Helvetica, Arial, sans-serif; /* Set the default font family */ + font-size: 1rem; /* Set the default font size */ + + /* Font rendering and smoothing properties */ + font-synthesis: none; /* Disable font synthesis */ + text-rendering: optimizeLegibility; /* Optimize text rendering for legibility */ + -webkit-font-smoothing: antialiased; /* Enable anti-aliased text rendering on WebKit browsers */ + -moz-osx-font-smoothing: grayscale; /* Enable grayscale text rendering on macOS */ + -webkit-text-size-adjust: 100%; /* Adjust text size for mobile devices */ +} + +/* Apply styles to the entire body of the HTML document */ +body { + margin: 0; /* Remove default margin */ + height: 100vh; /* Set the body height to fill the viewport (100% of the viewport height) */ +} + +/* Apply styles to the element with the id "app" */ +#app { + height: 100%; /* Make sure #app takes up the entire viewport height */ + width: 100%; /* Make sure #app takes up the entire viewport width */ +} + +/* Apply styles to elements with class "column" */ +.column { + padding: 10px; /* Add padding to all sides of the element */ + flex: 1; /* Each column should take equal space within its container */ + display: flex; /* Use a flexbox layout for the container */ + flex-direction: column; /* Arrange child elements in a vertical column */ + overflow: auto; /* Allow content to scroll if it overflows the container */ +} + +/* Apply styles to elements with class "d-flex" */ +.d-flex { + display: flex; /* Use a flexbox layout for elements with this class */ +} + +/* Apply styles to elements with class "flex-column" */ +.flex-column { + flex-direction: column; /* Arrange child elements in a vertical column */ +} + +.chart-container{ + height: 50vh; + width: 100%; +} + +.PCchart-container{ + height: 80vh; + width: 100%; +} + +/* Apply styles to elements with class "flex-nowrap" */ +.flex-nowrap { + flex-wrap: nowrap; /* Prevent child elements from wrapping to the next line */ +} + +/* Apply styles to the element with the id "main-container" */ +#main-container { + height: 100%; /* Make sure #main-container takes up the entire viewport height */ + display: flex; /* Use a flexbox layout for the container */ +} + +/* Apply styles to elements with class "left-panel" */ +.left-panel { + display: flex; /* Use a flexbox layout for elements with this class */ + flex-direction: column; /* Arrange child elements in a vertical column */ + width: 50%; /* Set the width of the left panel to 50% of the parent container */ +} + +/* Apply styles to elements with class "top-half" and "bottom-half" */ +.top-half, +.bottom-half { + flex: 1; /* Each of these sections should take equal space within their container */ + display: flex; /* Use a flexbox layout for these sections */ + justify-content: center; /* Center content horizontally within each section */ + align-items: center; /* Center content vertically within each section */ +} + +/* Apply styles to the element with class "middle-center" */ +.middle-center { + width: 100%; /* Allow this element to adjust its width automatically */ +} + +/* Adjust the width and layout for the right panel */ +.right-panel { + width: 50%; /* Set the width of the right panel to 50% of the parent container */ + display: flex; /* Use a flexbox layout for the right panel */ + flex-direction: column; /* Stack content vertically within the right panel */ + justify-content: center; /* Center content horizontally within the right panel */ + align-items: center; /* Center content vertically within the right panel */ + background-color: #f0f0f0; /* Set the background color for the right panel */ + overflow: auto; /* Allow content to scroll if it overflows the right panel */ + padding: 10px; /* Add padding to all sides of the right panel */ +} diff --git a/Homework2/suchao/VanillaJS-Template/vite.config.js b/Homework2/suchao/VanillaJS-Template/vite.config.js new file mode 100644 index 0000000..ce484e2 --- /dev/null +++ b/Homework2/suchao/VanillaJS-Template/vite.config.js @@ -0,0 +1,8 @@ +import { defineConfig } from 'vite' + +// vite.config.js +export default defineConfig({ + server: { + port: 3000, + }, +}) \ No newline at end of file diff --git a/Homework3/suchao/VanillaJS-Template/app.js b/Homework3/suchao/VanillaJS-Template/app.js new file mode 100644 index 0000000..120a11d --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/app.js @@ -0,0 +1,28 @@ +import { mountBarChart, BarChart } from './src/barChart'; +import { mountChart, Chart } from './src/pieBarChart'; +import { ParallelCoordinatesPlot, mountParallelCoordinatesPlot } from './src/parallelCoordiantesChart'; +import './style.css'; + +document.querySelector('#app').innerHTML = ` +
+
+
+
+ ${BarChart()} +
+
+
+
+ ${Chart()} +
+
+
+
+ ${ParallelCoordinatesPlot()} +
+
+`; + +mountBarChart(); +mountChart(); +mountParallelCoordinatesPlot(); \ No newline at end of file diff --git a/Homework3/suchao/VanillaJS-Template/data/Genre_count.json b/Homework3/suchao/VanillaJS-Template/data/Genre_count.json new file mode 100644 index 0000000..535fc06 --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/data/Genre_count.json @@ -0,0 +1,66 @@ +{"data":[ + { + "Fav_genre": "Latin", + "count_genre": 3 + }, + { + "Fav_genre": "Rock", + "count_genre": 188 + }, + { + "Fav_genre": "Video game music", + "count_genre": 44 + }, + { + "Fav_genre": "Jazz", + "count_genre": 20 + }, + { + "Fav_genre": "R&B", + "count_genre": 35 + }, + { + "Fav_genre": "K pop", + "count_genre": 26 + }, + { + "Fav_genre": "Country", + "count_genre": 25 + }, + { + "Fav_genre": "EDM", + "count_genre": 37 + }, + { + "Fav_genre": "Hip hop", + "count_genre": 35 + }, + { + "Fav_genre": "Pop", + "count_genre": 114 + }, + { + "Fav_genre": "Rap", + "count_genre": 22 + }, + { + "Fav_genre": "Classical", + "count_genre": 53 + }, + { + "Fav_genre": "Metal", + "count_genre": 88 + }, + { + "Fav_genre": "Folk", + "count_genre": 30 + }, + { + "Fav_genre": "Lofi", + "count_genre": 10 + }, + { + "Fav_genre": "Gospel", + "count_genre": 6 + } +]} \ No newline at end of file diff --git a/Homework3/suchao/VanillaJS-Template/data/data_overview.json b/Homework3/suchao/VanillaJS-Template/data/data_overview.json new file mode 100644 index 0000000..86ea2f9 --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/data/data_overview.json @@ -0,0 +1,6626 @@ +[ + { + "Age": 18, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 3, + "While_working": 1, + "Instrumentalist": 1, + "Fav_genre": "Latin", + "Exploratory": 1 + }, + { + "Age": 63, + "Primary_streaming_service": "Pandora", + "Hours_per_day": 1.5, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "Rock", + "Exploratory": 1 + }, + { + "Age": 18, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 4, + "While_working": 0, + "Instrumentalist": 0, + "Fav_genre": "Video game music", + "Exploratory": 0 + }, + { + "Age": 61, + "Primary_streaming_service": "YouTube Music", + "Hours_per_day": 2.5, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "Jazz", + "Exploratory": 1 + }, + { + "Age": 18, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 4, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "R&B", + "Exploratory": 1 + }, + { + "Age": 18, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 5, + "While_working": 1, + "Instrumentalist": 1, + "Fav_genre": "Jazz", + "Exploratory": 1 + }, + { + "Age": 18, + "Primary_streaming_service": "YouTube Music", + "Hours_per_day": 3, + "While_working": 1, + "Instrumentalist": 1, + "Fav_genre": "Video game music", + "Exploratory": 1 + }, + { + "Age": 21, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 1, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "K pop", + "Exploratory": 1 + }, + { + "Age": 19, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 6, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "Rock", + "Exploratory": 0 + }, + { + "Age": 18, + "Primary_streaming_service": "I do not use a streaming service.", + "Hours_per_day": 1, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "R&B", + "Exploratory": 1 + }, + { + "Age": 18, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 3, + "While_working": 1, + "Instrumentalist": 1, + "Fav_genre": "Country", + "Exploratory": 1 + }, + { + "Age": 19, + "Primary_streaming_service": "YouTube Music", + "Hours_per_day": 8, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "EDM", + "Exploratory": 1 + }, + { + "Age": 20, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 3, + "While_working": 1, + "Instrumentalist": 0, + "Fav_genre": "Hip hop", + "Exploratory": 1 + }, + { + "Age": 19, + "Primary_streaming_service": "Spotify", + "Hours_per_day": 2, + 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+ "materialize": "^1.0.0", + "react": "^18.2.0" + } +} diff --git a/Homework3/suchao/VanillaJS-Template/src/barChart.js b/Homework3/suchao/VanillaJS-Template/src/barChart.js new file mode 100644 index 0000000..21a2862 --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/src/barChart.js @@ -0,0 +1,162 @@ +import * as d3 from 'd3'; +import Data from '../data/Genre_count.json'; +import axios from 'axios'; +import { isEmpty, debounce } from 'lodash'; + +const margin = { left: 45, right: 0, top: 20, bottom: 85 }; +var size = { width: 0, height: 0 }; +var bars = Data.data; + +// Define a color scale, and each fav_genre has a unique color. +const fav_genre_set = ["Classical", "Country", "EDM", "Folk", "Gospel", "Hip hop", "Jazz", "K pop", "Latin", "Lofi", "Metal", "Pop", "R&B", "Rap", "Rock", "Video game music"]; +const colorScale = d3.scaleOrdinal().domain(fav_genre_set).range(["red", "blue", "green", "brown", "orange", "grey", "purple", "yellow", "aqua", "fuchsia", "lime", "maroon", "navy", "olive", "silver", "teal"]); // Define a color scale + +const onResize = (targets) => { + targets.forEach(target => { + if (target.target.getAttribute('id') !== 'bar-container') return; + size = { width: target.contentRect.width, height: target.contentRect.height }; + if (!isEmpty(size) && !isEmpty(bars)) { + d3.select('#bar-svg').selectAll('*').remove(); + initChart(); + } + }); +}; + +const chartObserver = new ResizeObserver(debounce(onResize, 100)); + +export const BarChart = () => ( + `
+ + +
` +); + +export function mountBarChart() { + let barContainer = document.querySelector('#bar-container'); + chartObserver.observe(barContainer); +} + +function initChart() { + let xCategories = [...new Set(bars.map((d) => d.Fav_genre))]; + // Create the horizontal scale and its axis generator. + const x = d3.scaleBand() + .domain(xCategories) + .range([margin.left, size.width - margin.right]) + .padding(0.1); + + const xAxis = d3.axisBottom(x).tickSizeOuter(0); + + // Create the vertical scale. + const y = d3.scaleLinear() + .domain([0, d3.max(bars, d => d.count_genre)]).nice() + .range([size.height - margin.bottom, margin.top]); + + // Create the SVG container and call the zoom behavior. + const svg = d3.select('#bar-svg') + .attr('width', size.width) + .attr('height', size.height) + .call(zoom); + + + const title = svg.append('g') // Add a title to the chart. + .append('text') + .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`) + .attr('dy', '0.5rem') + .style('text-anchor', 'middle') + .style('font-size', '.9rem') + .text('Overview of the number of people who like different music genres'); + + // Append the bars with different colors. + svg.append('g') + .attr('class', 'bars') + .selectAll('rect') + .data(bars) + .join('rect') + .attr('x', d => x(d.Fav_genre)) + .attr('y', d => y(d.count_genre)) + .attr('height', d => y(0) - y(d.count_genre)) + .attr('width', x.bandwidth()) + .attr('fill', (d, i) => colorScale(i)) + .on('click', function(event, d) { + d3.select('#bar-container').attr('selected', d.Fav_genre); + }); // Assign different colors based on the index + + // Append the axes. + svg.append('g') + .attr('class', 'x-axis') + .attr('transform', `translate(0,${size.height - margin.bottom})`) + .call(xAxis) + .selectAll('text') + .style('text-anchor', 'end') + .attr('dx', '-0.5em') + .attr('dy', '-0.2em') + .attr('transform', 'rotate(-45)'); + + svg.append('g') + .attr('class', 'y-axis') + .attr('transform', `translate(${margin.left},0)`) + .call(d3.axisLeft(y)) + .call(g => g.select('.domain').remove()); + + svg.append('g') + .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`) + .append('text') + .text('Count') + .style('font-size', '.8rem'); + + svg.append('g') + .attr('transform', `translate(${size.width / 2 - margin.left}, ${size.height - margin.top - 5})`) + .append('text') + .text('Genre Name') + .style('font-size', '.8rem'); + + // Create a color legend scale + const colorLegendScale = d3.scaleOrdinal() + .domain(xCategories) + .range(xCategories.map((category, i) => colorScale(i))); + + // Create a legend SVG element + const legendSvg = svg.append('g') + .attr('class', 'legend') + .attr('transform', `translate(${size.width - margin.right - 100}, ${margin.top})`); + + // Create colored rectangles and labels in the legend + const legendRectSize = 8; + const legendSpacing = 1; + + const legendRects = legendSvg.selectAll('.legend-rect') + .data(xCategories) + .enter().append('rect') + .attr('class', 'legend-rect') + .attr('x', 0) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing)) + .attr('width', legendRectSize) + .attr('height', legendRectSize) + .style('fill', d => colorLegendScale(d)); + + const legendLabels = legendSvg.selectAll('.legend-label') + .data(xCategories) + .enter().append('text') + .attr('class', 'legend-label') + .attr('x', legendRectSize + legendSpacing) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2) + .style('font-size', '.5rem') + .attr('dy', '0.35em') + .text(d => d); + + function zoom(svg) { + const extent = [[margin.left, margin.top], [size.width - margin.right, size.height - margin.top]]; + + svg.call(d3.zoom() + .scaleExtent([1, 8]) + .translateExtent(extent) + .extent(extent) + .on('zoom', zoomed)); + + function zoomed(event) { + x.range([margin.left, size.width - margin.right].map(d => event.transform.applyX(d))); + svg.selectAll('.bars rect').attr('x', d => x(d.Fav_genre)).attr('width', x.bandwidth()); + svg.selectAll('.x-axis').call(xAxis); + } + } +} diff --git a/Homework3/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js b/Homework3/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js new file mode 100644 index 0000000..b7bfd61 --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/src/parallelCoordiantesChart.js @@ -0,0 +1,244 @@ +import * as d3 from 'd3'; +import Data from '../data/data_with_index.json'; +import { debounce, isEmpty } from 'lodash'; + +const margin = { top: 40, right: 20, bottom: 40, left: 0 }; +let size = { width: 0, height: 0 }; +const data = Data; + +const Primary_streaming_service_index_set = [125, 126, 127, 128, 129, 130]; +const primary_streaming_service_set = ["Apple Music", "No streaming service.", "Other streaming service", "Pandora", "Spotify", "YouTube Music"]; +const colorScale = d3.scaleOrdinal().domain(Primary_streaming_service_index_set).range(["red", "blue", "green", "brown", "orange", "grey"]); // Define a color scale + +const onResize = (targets) => { + targets.forEach(target => { + if (target.target.getAttribute('id') !== 'parallel-coordinates-container') return; + size = { width: target.contentRect.width, height: target.contentRect.height }; + if (!isEmpty(size) && !isEmpty(data)) { + d3.select('#parallel-coordinates-svg').selectAll('*').remove(); + initParallelCoordinates(); + } + }); +}; + +const chartObserver = new ResizeObserver(debounce(onResize, 100)); + +export const ParallelCoordinatesPlot = () => ( + `
+ + +
+
` +); + +export function mountParallelCoordinatesPlot() { + const container = document.querySelector('#parallel-coordinates-container'); + chartObserver.observe(container); +} + +function initParallelCoordinates() { + const chartContainer = d3.select('#parallel-coordinates-svg'); + + // append the svg object to the body of the page + chartContainer + .append("g") + .attr("transform", + "translate(" + margin.left + "," + margin.top + ")"); + + // Extract the list of dimensions we want to keep in the plot. Here I keep all except the column called Species + const dimensions = ['Age', 'While_working', 'Hours_per_day', 'Fav_genre_index', 'Primary_streaming_service_index']; + + // For each dimension, I build a linear scale. I store all in a y object + const y = {} + for (const i in dimensions) { + const name = dimensions[i] + y[name] = d3.scaleLinear() + .domain(d3.extent(data, function (d) { return +d[name]; })) + .range([size.height - margin.bottom, margin.top]) + } + + // Build the X scale -> it finds the best position for each Y axis + const x = d3.scalePoint() + .range([0, size.width]) + .padding(1) + .domain(dimensions); + + // The path function takes a row of the csv as input and returns x and y coordinates of the line to draw for this row. + function path(d) { + return d3.line()(dimensions.map(function (p) { return [x(p), y[p](d[p])]; })); + } + + // Draw the lines + chartContainer + .selectAll("myPath") + .data(data) + .enter().append("path") + .attr("d", path) + .style("fill", "none") + .style("stroke", (d, i) => { + const primaryStreamingServiceIndex = d['Primary_streaming_service_index']; + return colorScale(primaryStreamingServiceIndex); + }) + .style("opacity", 0.5); + + // Draw the axis: + chartContainer.selectAll("myAxis") + .data(dimensions).enter() + .append("g") + .attr("transform", function (d) { return "translate(" + x(d) + "," + 0 + ")"; }) + .each(function (d) { + const tickValues = getTickValuesForDimension(d); + const tickFormat = getTickFormatForDimension(d); + + d3.select(this) + .call(d3.axisLeft().scale(y[d]) + .tickValues(tickValues) + .tickFormat((d, i) => tickFormat[i]) + ) + }) + // Add axis title + .append("text") + .style("text-anchor", "middle") + .attr("y", -9) + .text(function (d) { return d; }) + .style("fill", "black"); + + dimensions.forEach((dimension, i) => { + chartContainer.append("text") + .attr("transform", `translate(${x(dimension)}, ${size.height - 25})`) // Adjust the position as needed + .style("text-anchor", "middle") + .text(dimension) + .style("font-size", '.55rem') + .style("fill", "black"); + }); + + const title = chartContainer.append('g') // Add a title to the chart. + .append('text') + .attr('transform', `translate(${size.width / 2}, ${margin.top - 25})`) + .attr('dy', '0.5rem') + .style('text-anchor', 'middle') + .style('font-size', '.68rem') + .text('Overview of dataset in terms of Age, While_working, Hours_per_day, Fav_genre_index, and Primary_streaming_service_index'); + // Draw the axis and labels + dimensions.forEach((dimension, i) => { + chartContainer.append("g") + .attr("class", "axis") + .attr("transform", `translate(${x(dimension)}, 0)`) + .append("text") + .style("text-anchor", "middle") + .attr("y", -15) + .text(dimension) + .style("fill", "black"); + }); + + const brushes = dimensions.map((dimension) => { + return d3.brushY() + .extent([[-10, 0], [10, size.height]]) + .on("brush end", brushed); + }); + + // Initialize the x-scale domain + x.domain(dimensions); + + // Append the brushes to the chart + const brushGroup = chartContainer.selectAll(".brush") + .data(brushes) + .enter() + .append("g") + .attr("class", "brush") + .attr("transform", (d, i) => `translate(${x(dimensions[i])},0)`) + .each(function (d) { + d3.select(this).call(d); + }); + + // Function to handle brushing + function brushed(event) { + const selectedData = []; + chartContainer.selectAll("path") + .style("display", function (d) { + const isVisible = dimensions.every((dimension, i) => { + const extent = d3.brushSelection(brushGroup.nodes()[i]); + if (!extent) return true; + const yScale = y[dimension]; + const yValue = yScale(d[dimension]); + return extent[0] <= yValue && yValue <= extent[1]; + }); + if (isVisible) { + selectedData.push(d); + return null; // Keep the path visible + } else { + return "none"; // Hide the path + } + }); + } + + // Create a color legend scale + const colorLegendScale = d3.scaleOrdinal() + .domain(primary_streaming_service_set) + .range(primary_streaming_service_set.map((primary_streaming_service_set, i) => colorScale(i))); + + // Create a legend SVG element + const legendSvg = chartContainer.append('g') + .attr('class', 'legend') + .attr('transform', `translate(${size.width - margin.right - 85}, ${margin.top})`); + + // Create colored rectangles and labels in the legend + const legendRectSize = 8; + const legendSpacing = 1; + + const legendRects = legendSvg.selectAll('.legend-rect') + .data(primary_streaming_service_set) + .enter().append('rect') + .attr('class', 'legend-rect') + .attr('x', 0) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing)) + .attr('width', legendRectSize) + .attr('height', legendRectSize) + .style('fill', d => colorLegendScale(d)); + + const legendLabels = legendSvg.selectAll('.legend-label') + .data(primary_streaming_service_set) + .enter().append('text') + .attr('class', 'legend-label') + .attr('x', legendRectSize + legendSpacing) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2) + .style('font-size', '.52rem') + .attr('dy', '0.35em') + .text(d => d); +} + +// Function to get tick values for a specific dimension +function getTickValuesForDimension(dimension) { + switch (dimension) { + case 'Age': + return [10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 80, 89]; + case 'Primary_streaming_service_index': + return [125, 126, 127, 128, 129, 130]; + case 'While_working': + return [151, 152]; + case 'Hours_per_day': + return [0, 0.1, 0.25, 0.5, 0.7, 1, 1.5, 2, 2.5, 3, 4, 4.5, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 24]; + case 'Fav_genre_index': + return [131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146]; + default: + return []; + } +} + +// Function to get tick format for a specific dimension +function getTickFormatForDimension(dimension) { + switch (dimension) { + case 'Age': + return [10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 61, 63, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 80, 89]; + case 'Primary_streaming_service_index': + return ["Apple Music", "No streaming service", "Other", "Pandora", "Spotify", "YouTube Music"]; + case 'While_working': + return ["Yes", "No"]; + case 'Hours_per_day': + return [0, 0.1, 0.25, 0.5, 0.7, 1, 1.5, 2, 2.5, 3, 4, 4.5, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 20, 24]; + case 'Fav_genre_index': + return ["Classical", "Country", "EDM", "Folk", "Gospel", "Hip hop", "Jazz", "K pop", "Latin", "Lofi", "Metal", "Pop", "R&B", "Rap", "Rock", "Video game music"]; + default: + return []; + } +} diff --git a/Homework3/suchao/VanillaJS-Template/src/pieBarChart.js b/Homework3/suchao/VanillaJS-Template/src/pieBarChart.js new file mode 100644 index 0000000..05e53bc --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/src/pieBarChart.js @@ -0,0 +1,344 @@ +import * as d3 from 'd3'; +import AllData from '../data/streaming_service.json'; +import Data from '../data/pie_Fav_genre.json'; +import { isEmpty, debounce } from 'lodash'; + +const margin = { left: 45, right: 20, top: 20, bottom: 75 }; +var size = { width: 0, height: 0 }; +var data = AllData.data; +var selected = ''; + +// Define a color scale for both charts +const colorScale = d3.scaleOrdinal(d3.schemeCategory10); + +const onResize = (targets) => { + targets.forEach(target => { + if (target.target.getAttribute('id') !== 'chart-container') return; + size = { width: target.contentRect.width, height: target.contentRect.height }; + if (!isEmpty(size) && !isEmpty(data)) { + d3.select('#chart-svg').selectAll('*').remove(); + if (isBarChartVisible) { + initBarChart(); + } else { + if (selected !== '') { + data = Object.entries(Data.find((element) => element.Fav_genre === selected)).map(([key, value]) => { + return {'Primary_streaming_service': key, 'count': value}; + }).filter(((element) => element.Primary_streaming_service !== "Fav_genre")); + } + initPieChart(); + } + } + }); +}; + +const onChange = (targets) => { + targets.forEach(target => { + if(target.type === "attributes") { + if (target.target.getAttribute('id') !== 'bar-container') return; + selected = target.target.getAttribute('selected') + if (!isEmpty(size) && !isEmpty(data)) { + d3.select('#chart-svg').selectAll('*').remove(); + if (isBarChartVisible) { + initBarChart(); + } else { + if (selected !== '') { + console.log(selected); + data = Object.entries(Data.find((element) => element.Fav_genre === selected)).map(([key, value]) => { + return {'Primary_streaming_service': key, 'count': value}; + }).filter(((element) => element.Primary_streaming_service !== "Fav_genre")); + } + initPieChart(); + } + } + } + + }) +} + +const chartObserver = new ResizeObserver(debounce(onResize, 100)); +const selectionObserver = new MutationObserver(debounce(onChange, 100)); + +export const Chart = () => ( + `
+ +
+ +
+
` +); + +export function mountChart() { + let chartContainer = document.querySelector('#chart-container'); + chartObserver.observe(chartContainer); + + let barContainer = document.querySelector('#bar-container'); + selectionObserver.observe(barContainer, { + attributes: true + }); + + const switchButton = document.querySelector('#switch-button'); + switchButton.addEventListener('click', toggleChart); + + initPieChart(); +} + +let isBarChartVisible = false; + +function toggleChart() { + const chartContainer = d3.select('#chart-container'); + const chartSvg = d3.select('#chart-svg'); + + if (isBarChartVisible) { + // Switch to the pie chart + chartSvg.selectAll('*').remove(); + initPieChart(); + } else { + // Switch to the bar chart + chartSvg.selectAll('*').remove(); + initBarChart(); + } + + isBarChartVisible = !isBarChartVisible; +} + +// Define a function to initialize the Bar Chart +function initBarChart() { + let xCategories = [...new Set(data.map((d) => d.Primary_streaming_service))]; + + // Create the horizontal scale and its axis generator. + const x = d3.scaleBand() + .domain(xCategories) + .range([margin.left, size.width - margin.right]) + .padding(0.1); + + const xAxis = d3.axisBottom(x).tickSizeOuter(0); + + // Create the vertical scale. + const y = d3.scaleLinear() + .domain([0, d3.max(data, d => d.count)]).nice() + .range([size.height - margin.bottom, margin.top]); + + // Create the SVG container and call the zoom behavior. + const svg = d3.select('#chart-svg') + .attr('width', size.width) + .attr('height', size.height); + + const title = svg.append('g') + .append('text') + .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`) + .attr('dy', '0.5rem') + .style('text-anchor', 'middle') + .style('font-size', '.9rem') + .text('Overview of the number of respondents in different streaming services'); + + // Append the bars with different colors. + const bars = svg.append('g') + .attr('class', 'bars') + .selectAll('rect') + .data(data) + .enter() + .append('rect') + .attr('x', d => x(d.Primary_streaming_service)) + .attr('y', y(0)) + .attr('height', 0) + .attr('width', x.bandwidth()) + .attr('fill', (d, i) => colorScale(i)); + + // Transition to update the bar chart + bars.transition() + .duration(1000) + .attr('y', d => y(d.count)) + .attr('height', d => size.height - margin.bottom - y(d.count)); + + // Append the axes. + svg.append('g') + .attr('class', 'x-axis') + .attr('transform', `translate(0,${size.height - margin.bottom})`) + .call(xAxis) + .selectAll('text') + .style('text-anchor', 'end') + .attr('dx', '-0.1em') + .attr('dy', '0.3em') + .attr('transform', 'rotate(-10)'); + + svg.append('g') + .attr('class', 'y-axis') + .attr('transform', `translate(${margin.left},0)`) + .call(d3.axisLeft(y)) + .call(g => g.select('.domain').remove()); + + svg.append('g') + .attr('transform', `translate(${10}, ${size.height / 2}) rotate(-90)`) + .append('text') + .text('Count') + .style('font-size', '.8rem'); + + svg.append('g') + .attr('transform', `translate(${size.width / 2 - margin.left}, ${size.height - margin.top - 5})`) + .append('text') + .text('Genre Name') + .style('font-size', '.8rem'); + + // Create a color legend scale + const colorLegendScale = d3.scaleOrdinal() + .domain(xCategories) + .range(xCategories.map((category, i) => colorScale(i))); + + // Create a legend SVG element + const legendSvg = svg.append('g') + .attr('class', 'legend') + .attr('transform', `translate(${size.width - margin.right - 120}, ${margin.top})`); + + // Create colored rectangles and labels in the legend + const legendRectSize = 12; + const legendSpacing = 1; + + const legendRects = legendSvg.selectAll('.legend-rect') + .data(xCategories) + .enter().append('rect') + .attr('class', 'legend-rect') + .attr('x', 0) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing)) + .attr('width', legendRectSize) + .attr('height', legendRectSize) + .style('fill', d => colorLegendScale(d)); + + const legendLabels = legendSvg.selectAll('.legend-label') + .data(xCategories) + .enter().append('text') + .attr('class', 'legend-label') + .attr('x', legendRectSize + legendSpacing) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2) + .style('font-size', '.5rem') + .attr('dy', '0.35em') + .text(d => d); +} + +// Define a function to initialize the Pie Chart +function initPieChart() { + console.log(data); + const pieContainer = d3.select('#chart-svg'); + + // Define your pie chart data and layout here + const pieData = d3.pie().value(d => d.count)(data); + const arcGenerator = d3.arc() + .innerRadius(0) + .outerRadius(Math.min(size.width, size.height) / 2 - 35); + + const pieGroup = pieContainer.append('g') + .attr('transform', `translate(${size.width / 2}, ${size.height / 2})`); + + const sliceLabels = pieGroup.selectAll('.slice-labels') + .data(pieData) + .enter() + .append('g') + .attr('class', 'slice-labels'); + + const title = pieContainer.append('g') + .append('text') + .attr('transform', `translate(${size.width / 2}, ${margin.top - 15})`) + .attr('dy', '0.5rem') + .style('text-anchor', 'middle') + .style('font-size', '.9rem') + .text(`Distribution of the streaming services under ${(selected)? selected: "all genres"}` ); + + // Append pie chart slices and animate transitions + const paths = sliceLabels.append('path') + .attr('d', arcGenerator) + .attr('fill', (d, i) => colorScale(i)); + + // Add percentages to the slices + paths.each(function (d) { + const slice = d3.select(this); + const [x, y] = arcGenerator.centroid(d); + const percentage = ((d.endAngle - d.startAngle) / (2 * Math.PI)) * 100; // Calculate percentage + + // Display percentage text on the slice + sliceLabels.append('text') + .attr('class', 'percentage-label') + .attr('text-anchor', 'middle') + .attr('x', x) + .attr('y', y - 10) // Adjust the vertical position of the text + .text(`${percentage.toFixed(1)}%`) + .style('font-size', '.8rem'); + }); + + paths.on('mouseover', function (event, d) { + d3.select(this) + .transition() + .duration(100) + .attr('d', arcGenerator.innerRadius(0).outerRadius(Math.min(size.width, size.height) / 2 - 28)); + }); + + // Add tooltips on hover + sliceLabels.on('mouseover', function (event, d) { + const [x, y] = arcGenerator.centroid(d); + + // Display tooltip with Primary_streaming_service and count + sliceLabels.append('text') + .attr('class', 'tooltip') + .attr('text-anchor', 'middle') + .attr('x', x) + .attr('y', y + 20) // Adjust the vertical position of the text + .text(`${d.data.Primary_streaming_service}: ${d.data.count}`) + .style('font-size', '.8rem') + .attr('fill', 'white'); + }); + + // Remove tooltips on mouseout + sliceLabels.on('mouseout', function () { + // Remove tooltip + sliceLabels.select('.tooltip').remove(); + }); + + paths.on('mouseout', function (event, d) { + d3.select(this) + .transition() + .duration(100) + .attr('d', arcGenerator.innerRadius(0).outerRadius(Math.min(size.width, size.height) / 2 - 35)); + }); + + // Animate transitions + paths.transition() + .duration(1000) + .attrTween('d', function (d) { + const interpolate = d3.interpolate({ startAngle: 0, endAngle: 0 }, d); + return function (t) { + return arcGenerator(interpolate(t)); + }; + }); + + // Create a color legend scale + const colorLegendScale = d3.scaleOrdinal() + .domain(data.map(d => d.Primary_streaming_service)) + .range(data.map((d, i) => colorScale(i))); + + // Create a legend SVG element + const legendSvg = pieContainer.append('g') + .attr('class', 'legend') + .attr('transform', `translate(${size.width - margin.right - 120}, ${margin.top})`); + + // Create colored rectangles and labels in the legend + const legendRectSize = 12; + const legendSpacing = 1; + + const legendRects = legendSvg.selectAll('.legend-rect') + .data(data.map(d => d.Primary_streaming_service)) + .enter().append('rect') + .attr('class', 'legend-rect') + .attr('x', 0) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing)) + .attr('width', legendRectSize) + .attr('height', legendRectSize) + .style('fill', d => colorLegendScale(d)); + + const legendLabels = legendSvg.selectAll('.legend-label') + .data(data.map(d => d.Primary_streaming_service)) + .enter().append('text') + .attr('class', 'legend-label') + .attr('x', legendRectSize + legendSpacing) + .attr('y', (d, i) => i * (legendRectSize + legendSpacing) + legendRectSize / 2) + .style('font-size', '.5rem') + .attr('dy', '0.35em') + .text(d => d); +} diff --git a/Homework3/suchao/VanillaJS-Template/style.css b/Homework3/suchao/VanillaJS-Template/style.css new file mode 100644 index 0000000..2eb0e92 --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/style.css @@ -0,0 +1,107 @@ +/* Define global styles for the entire document */ +:root { + font-family: Inter, Avenir, Helvetica, Arial, sans-serif; /* Set the default font family */ + font-size: 1rem; /* Set the default font size */ + + /* Font rendering and smoothing properties */ + font-synthesis: none; /* Disable font synthesis */ + text-rendering: optimizeLegibility; /* Optimize text rendering for legibility */ + -webkit-font-smoothing: antialiased; /* Enable anti-aliased text rendering on WebKit browsers */ + -moz-osx-font-smoothing: grayscale; /* Enable grayscale text rendering on macOS */ + -webkit-text-size-adjust: 100%; /* Adjust text size for mobile devices */ +} + +/* Apply styles to the entire body of the HTML document */ +body { + margin: 0; /* Remove default margin */ + height: 100vh; /* Set the body height to fill the viewport (100% of the viewport height) */ +} + +/* Apply styles to the element with the id "app" */ +#app { + height: 100%; /* Make sure #app takes up the entire viewport height */ + width: 100%; /* Make sure #app takes up the entire viewport width */ +} + +/* Apply styles to elements with class "column" */ +.column { + padding: 10px; /* Add padding to all sides of the element */ + flex: 1; /* Each column should take equal space within its container */ + display: flex; /* Use a flexbox layout for the container */ + flex-direction: column; /* Arrange child elements in a vertical column */ + overflow: auto; /* Allow content to scroll if it overflows the container */ +} + +/* Apply styles to elements with class "d-flex" */ +.d-flex { + display: flex; /* Use a flexbox layout for elements with this class */ +} + +/* Apply styles to elements with class "flex-column" */ +.flex-column { + flex-direction: column; /* Arrange child elements in a vertical column */ +} + +.chart-container{ + height: 50vh; + width: 100%; +} + +.PCchart-container{ + height: 100%; + width: 100vw; +} + +/* Apply styles to elements with class "flex-nowrap" */ +.flex-nowrap { + flex-wrap: nowrap; /* Prevent child elements from wrapping to the next line */ +} + +/* Apply styles to the element with the id "main-container" */ +#main-container { + height: 100%; /* Make sure #main-container takes up the entire viewport height */ + display: flex; /* Use a flexbox layout for the container */ +} + +/* Apply styles to elements with class "left-panel" */ +.left-panel { + display: flex; /* Use a flexbox layout for elements with this class */ + flex-direction: column; /* Arrange child elements in a vertical column */ + width: 50%; /* Set the width of the left panel to 50% of the parent container */ +} + +/* Apply styles to elements with class "top-half" and "bottom-half" */ +.top-half, +.bottom-half { + flex: 1; /* Each of these sections should take equal space within their container */ + display: flex; /* Use a flexbox layout for these sections */ + justify-content: center; /* Center content horizontally within each section */ + align-items: center; /* Center content vertically within each section */ +} + +/* Apply styles to the element with class "middle-center" */ +.middle-center { + width: 100%; + /* Allow this element to adjust its width automatically */ +} + +/* Adjust the width and layout for the right panel */ +.right-panel { + width: 50%; /* Set the width of the right panel to 50% of the parent container */ + display: flex; /* Use a flexbox layout for the right panel */ + justify-content: center; /* Center content horizontally within each section */ + align-items: center; /* Center content vertically within the right panel */ + background-color: #f0f0f0; /* Set the background color for the right panel */ +} + +.chart-wrapper { + display: flex; + flex-direction: column; /* Arrange items in a column layout. Button on top, chart container below. */ + align-items: center; /* Center items horizontally within the wrapper. */ +} + +#switch-button { + margin-bottom: 1px; /* Add margin to the bottom of the button for spacing. */ + font-size: .8rem; /* Adjust the font size as needed. */ +} + diff --git a/Homework3/suchao/VanillaJS-Template/vite.config.js b/Homework3/suchao/VanillaJS-Template/vite.config.js new file mode 100644 index 0000000..ce484e2 --- /dev/null +++ b/Homework3/suchao/VanillaJS-Template/vite.config.js @@ -0,0 +1,8 @@ +import { defineConfig } from 'vite' + +// vite.config.js +export default defineConfig({ + server: { + port: 3000, + }, +}) \ No newline at end of file