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| <link rel="icon" href="./_file/observable.1af93621.png" type="image/png" sizes="32x32"> | |
| <script type="module"> | |
| import {define} from "./_observablehq/client.4d3b1f74.js"; | |
| import {registerFile} from "./_observablehq/stdlib.b89f0aee.js"; | |
| registerFile("./data/categories.csv", {"name":"./data/categories.csv","mimeType":"text/csv","path":"./_file/data/categories.f3fa0523.csv","lastModified":1727299665259,"size":662}); | |
| registerFile("./data/config.json", {"name":"./data/config.json","mimeType":"application/json","path":"./_file/data/config.05513390.json","lastModified":1727299086052,"size":50}); | |
| registerFile("./data/posts.csv", {"name":"./data/posts.csv","mimeType":"text/csv","path":"./_file/data/posts.36b9d40b.csv","lastModified":1727299664899,"size":6728921}); | |
| define({id: "e35ec5a1", inputs: ["FileAttachment"], outputs: ["d3","config","url","posts","categoriesRaw","topics","users","topicsByCategory","categories","tenTopUsers","tenTopAcceptedUsers","NUM_USERS","topAcceptedUsersPerYear","intervals","interval","intervalLabel","color","years"], body: async (FileAttachment) => { | |
| const d3 = await import("./_node/d3-array@3.2.4/index.f89e3560.js"); | |
| const config = await FileAttachment("./data/config.json").json(); | |
| const url = config.discourse_url; | |
| const posts = await FileAttachment("./data/posts.csv").csv({ typed: true }); | |
| const categoriesRaw = await FileAttachment("./data/categories.csv").csv({ | |
| typed: true, | |
| }); | |
| const topics = [ | |
| ...d3 | |
| .rollup( | |
| posts, | |
| (v) => ({ | |
| topic_id: v[0].topic_id, | |
| category_id: v[0].category_id, | |
| posts: v, | |
| users: new Set(v.map((d) => d.username)), | |
| }), | |
| (d) => d.topic_id | |
| ) | |
| .values(), | |
| ]; | |
| const users = d3.rollup( | |
| posts, | |
| (v) => ({ username: v[0].username, avatar_template: v[0].avatar_template }), | |
| (d) => d.username | |
| ); | |
| const topicsByCategory = d3.rollup( | |
| topics, | |
| (v) => v.length, | |
| (d) => d.category_id | |
| ); | |
| const categories = categoriesRaw.map((d) => ({ | |
| ...d, | |
| topics: topicsByCategory.get(d.id) || 0, | |
| })); | |
| const tenTopUsers = d3 | |
| .rollups( | |
| posts, | |
| (v) => v.length, | |
| (d) => d.username | |
| ) | |
| .sort((a, b) => d3.descending(a[1], b[1])) | |
| .slice(0, 10) | |
| .map((d) => ({ | |
| username: d[0], | |
| posts: d[1], | |
| })); | |
| const tenTopAcceptedUsers = d3 | |
| .rollups( | |
| posts.filter((d) => d.accepted_answer), | |
| (v) => v.length, | |
| (d) => d.username | |
| ) | |
| .sort((a, b) => d3.descending(a[1], b[1])) | |
| .slice(0, 10) | |
| .map((d) => ({ | |
| username: d[0], | |
| posts: d[1], | |
| })); | |
| const NUM_USERS = 3; | |
| const topAcceptedUsersPerYear = d3 | |
| .rollups( | |
| posts.filter((d) => d.accepted_answer), | |
| (v) => v.length, | |
| (d) => d.created_at.getFullYear(), | |
| (d) => d.username | |
| ) | |
| .flatMap(([year, users_stats]) => { | |
| const top_usernames = users_stats | |
| .sort(([_, posts_count_a], [__, posts_count_b]) => | |
| d3.descending(posts_count_a, posts_count_b) | |
| ) | |
| .slice(0, NUM_USERS) | |
| .map(([username]) => username); | |
| return top_usernames.map((username, i) => ({ | |
| rank: i + 1, | |
| year, | |
| username, | |
| src: url + users.get(username).avatar_template.replace("{size}", "400"), | |
| })); | |
| }); | |
| const intervals = { month: "Month", year: "Year", day: "Day", week: "Week" }; | |
| const interval = "month"; | |
| const intervalLabel = intervals[interval]; | |
| const color = { | |
| users: "#e36209", | |
| posts: "#3b5fc0", | |
| accepted: "green", | |
| }; | |
| const years = d3.extent(posts, (d) => d.created_at.getFullYear()); | |
| return {d3,config,url,posts,categoriesRaw,topics,users,topicsByCategory,categories,tenTopUsers,tenTopAcceptedUsers,NUM_USERS,topAcceptedUsersPerYear,intervals,interval,intervalLabel,color,years}; | |
| }}); | |
| define({id: "28e5ebab", mode: "inline", inputs: ["url","display"], body: async (url,display) => { | |
| display(await( | |
| url | |
| )) | |
| }}); | |
| define({id: "8404f401", mode: "inline", inputs: ["years","display"], body: async (years,display) => { | |
| display(await( | |
| years[0] | |
| )) | |
| }}); | |
| define({id: "18528b79", mode: "inline", inputs: ["years","display"], body: async (years,display) => { | |
| display(await( | |
| years[1] | |
| )) | |
| }}); | |
| define({id: "ebe544d8", mode: "inline", inputs: ["topics","display"], body: async (topics,display) => { | |
| display(await( | |
| topics.length.toLocaleString("en-US") | |
| )) | |
| }}); | |
| define({id: "a9ac2ae4", mode: "inline", inputs: ["posts","display"], body: async (posts,display) => { | |
| display(await( | |
| posts.length.toLocaleString("en-US") | |
| )) | |
| }}); | |
| define({id: "9f3c82c4", mode: "inline", inputs: ["users","display"], body: async (users,display) => { | |
| display(await( | |
| users.size.toLocaleString("en-US") | |
| )) | |
| }}); | |
| define({id: "3939618f", inputs: ["Plot","color"], outputs: ["postsMAU"], body: (Plot,color) => { | |
| function postsMAU(data, { width } = {}) { | |
| return Plot.plot({ | |
| title: `Monthly active users`, | |
| width, | |
| height: 300, | |
| y: { grid: true, label: `users` }, | |
| // color: {...color, legend: true}, | |
| marks: [ | |
| Plot.lineY( | |
| data, | |
| Plot.binX( | |
| { y: "distinct" }, | |
| { | |
| x: "created_at", | |
| y: "username", | |
| stroke: color.users, | |
| interval: "month", | |
| tip: true, | |
| } | |
| ) | |
| ), | |
| Plot.ruleY([0]), | |
| ], | |
| }); | |
| } | |
| return {postsMAU}; | |
| }}); | |
| define({id: "694a2e8e", inputs: ["Plot","interval","color"], outputs: ["postsTimeline"], body: (Plot,interval,color) => { | |
| function postsTimeline(data, { width } = {}) { | |
| return Plot.plot({ | |
| title: `Posts created every ${interval}`, | |
| width, | |
| height: 300, | |
| y: { grid: true, label: "posts" }, | |
| // color: {...color, legend: true}, | |
| marks: [ | |
| Plot.lineY( | |
| data, | |
| Plot.binX( | |
| { y: "count" }, | |
| { x: "created_at", stroke: color.posts, interval, tip: true } | |
| ) | |
| ), | |
| Plot.ruleY([0]), | |
| ], | |
| }); | |
| } | |
| return {postsTimeline}; | |
| }}); | |
| define({id: "df5d29c1", mode: "inline", inputs: ["resize","postsMAU","posts","display"], body: async (resize,postsMAU,posts,display) => { | |
| display(await( | |
| resize((width) => postsMAU(posts, {width})) | |
| )) | |
| }}); | |
| define({id: "8db957c1", mode: "inline", inputs: ["resize","postsTimeline","posts","display"], body: async (resize,postsTimeline,posts,display) => { | |
| display(await( | |
| resize((width) => postsTimeline(posts, {width})) | |
| )) | |
| }}); | |
| define({id: "35e85ade", inputs: ["Plot"], outputs: ["categoriesChart"], body: (Plot) => { | |
| function categoriesChart(data, { width }) { | |
| return Plot.plot({ | |
| title: "Most active categories", | |
| width, | |
| height: 300, | |
| marginTop: 0, | |
| marginLeft: 150, | |
| x: { grid: true, label: "Topics" }, | |
| y: { label: null }, | |
| marks: [ | |
| Plot.barX(data, { | |
| x: "topics", | |
| y: "name", | |
| fill: (d) => "#" + d.color, | |
| tip: true, | |
| sort: { y: "-x" }, | |
| }), | |
| Plot.ruleX([0]), | |
| ], | |
| }); | |
| } | |
| return {categoriesChart}; | |
| }}); | |
| define({id: "4933adab", inputs: ["Plot","d3"], outputs: ["answersPerTopicChart"], body: (Plot,d3) => { | |
| function answersPerTopicChart(data, { width }) { | |
| return Plot.plot({ | |
| title: "Answers per topic", | |
| width, | |
| height: 300, | |
| marginTop: 0, | |
| marginLeft: 150, | |
| x: { grid: true, label: "Proportion (%)", percent: true }, | |
| y: { label: "Answers", reverse: true }, | |
| marks: [ | |
| Plot.rectX( | |
| data, | |
| Plot.binY( | |
| { x: "proportion" }, | |
| { | |
| y: { | |
| value: (d) => d.posts.length - 1, | |
| thresholds: d3.range(-0.5, 10.5), | |
| }, | |
| fill: (d) => (d.posts.length === 1 ? "#AAA" : "#DDD"), | |
| tip: true, | |
| } | |
| ) | |
| ), | |
| Plot.ruleX([0]), | |
| ], | |
| }); | |
| } | |
| return {answersPerTopicChart}; | |
| }}); | |
| define({id: "e3ec0bba", mode: "inline", inputs: ["resize","categoriesChart","categories","display"], body: async (resize,categoriesChart,categories,display) => { | |
| display(await( | |
| resize((width) => categoriesChart(categories, {width})) | |
| )) | |
| }}); | |
| define({id: "4e86c617", mode: "inline", inputs: ["resize","answersPerTopicChart","topics","display"], body: async (resize,answersPerTopicChart,topics,display) => { | |
| display(await( | |
| resize((width) => answersPerTopicChart(topics, {width})) | |
| )) | |
| }}); | |
| define({id: "1e4bc9aa", inputs: ["Plot","color"], outputs: ["topUsersChart","topAcceptedUsersChart","topAcceptedUsersPerYearChart"], body: (Plot,color) => { | |
| function topUsersChart(data, { width }) { | |
| return Plot.plot({ | |
| title: "Top posters", | |
| width, | |
| height: 300, | |
| marginTop: 0, | |
| marginLeft: 150, | |
| x: { grid: true, label: "Posts" }, | |
| y: { label: null }, | |
| marks: [ | |
| Plot.barX(data, { | |
| x: "posts", | |
| y: "username", | |
| fill: color.posts, | |
| tip: true, | |
| sort: { y: "-x" }, | |
| }), | |
| Plot.ruleX([0]), | |
| ], | |
| }); | |
| } | |
| function topAcceptedUsersChart(data, { width }) { | |
| return Plot.plot({ | |
| title: "Users with most accepted answers", | |
| width, | |
| height: 300, | |
| marginTop: 0, | |
| marginLeft: 150, | |
| x: { grid: true, label: "Posts" }, | |
| y: { label: null }, | |
| marks: [ | |
| Plot.barX(data, { | |
| x: "posts", | |
| y: "username", | |
| fill: color.accepted, | |
| tip: true, | |
| sort: { y: "-x" }, | |
| }), | |
| Plot.ruleX([0]), | |
| ], | |
| }); | |
| } | |
| function topAcceptedUsersPerYearChart(data, { width }) { | |
| return Plot.plot({ | |
| title: "User with most accepted answers per year", | |
| width, | |
| height: 300, | |
| marginTop: 0, | |
| marginLeft: 50, | |
| marginRight: 50, | |
| x: { grid: false, label: "Year" }, | |
| y: { grid: false, ticks: false, label: null, domain: [4, 0] }, | |
| color: { domain: [1, 2, 3], range: ["#FFD700", "#C0C0C0", "#CD7F32"] }, | |
| marks: [ | |
| Plot.image(data, { | |
| x: (d) => new Date(d.year + "-01-01"), | |
| y: "rank", | |
| src: "src", | |
| tip: true, | |
| r: 20, | |
| preserveAspectRatio: "xMidYMin slice", | |
| title: (d) => `${d.username} - rank ${d.rank} (${d.year})`, | |
| }), | |
| Plot.dot(data, { | |
| x: (d) => new Date(d.year + "-01-01"), | |
| y: "rank", | |
| r: 20, | |
| stroke: "rank", | |
| strokeWidth: 2, | |
| }), | |
| Plot.ruleY([4]), | |
| ], | |
| }); | |
| } | |
| return {topUsersChart,topAcceptedUsersChart,topAcceptedUsersPerYearChart}; | |
| }}); | |
| define({id: "0fa544ed", mode: "inline", inputs: ["resize","topUsersChart","tenTopUsers","display"], body: async (resize,topUsersChart,tenTopUsers,display) => { | |
| display(await( | |
| resize((width) => topUsersChart(tenTopUsers, {width})) | |
| )) | |
| }}); | |
| define({id: "04e33544", mode: "inline", inputs: ["resize","topAcceptedUsersPerYearChart","topAcceptedUsersPerYear","display"], body: async (resize,topAcceptedUsersPerYearChart,topAcceptedUsersPerYear,display) => { | |
| display(await( | |
| resize((width) => topAcceptedUsersPerYearChart(topAcceptedUsersPerYear, {width})) | |
| )) | |
| }}); | |
| define({id: "28e5ebab-1", mode: "inline", inputs: ["url","display"], body: async (url,display) => { | |
| display(await( | |
| url | |
| )) | |
| }}); | |
| define({id: "78a1e913", mode: "inline", inputs: ["d3","posts","display"], body: async (d3,posts,display) => { | |
| display(await( | |
| d3.min(posts, d => d.created_at).getFullYear() | |
| )) | |
| }}); | |
| define({id: "93beff2d", mode: "inline", inputs: ["d3","posts","display"], body: async (d3,posts,display) => { | |
| display(await( | |
| d3.max(posts, d => d.created_at).getFullYear() | |
| )) | |
| }}); | |
| </script> | |
| <div id="observablehq-center"> | |
| <main id="observablehq-main" class="observablehq"> | |
| <h1 id="forum-dashboard" tabindex="-1"><a class="observablehq-header-anchor" href="#forum-dashboard">Forum Dashboard</a></h1> | |
| <!-- Load and transform the data --> | |
| <div class="observablehq observablehq--block"><!--:e35ec5a1:--></div> | |
| <p>Statistics for the <a href="./$%7Burl%7D"><observablehq-loading></observablehq-loading><!--:28e5ebab:--></a> forum.</p> | |
| <h2 id="trends-over-time" tabindex="-1"><a class="observablehq-header-anchor" href="#trends-over-time">Trends over time</a></h2> | |
| <!-- Cards with big numbers --> | |
| <div class="grid grid-cols-4"> | |
| <div class="card"> | |
| <h2>Years</h2> | |
| <span class="big"><observablehq-loading></observablehq-loading><!--:8404f401:-->—<observablehq-loading></observablehq-loading><!--:18528b79:--></span> | |
| </div> | |
| <div class="card"> | |
| <h2>Topics</h2> | |
| <span class="big"><observablehq-loading></observablehq-loading><!--:ebe544d8:--></span> | |
| <p>Topics are the forum's questions, or threads.</p> | |
| </div> | |
| <div class="card"> | |
| <h2>Posts</h2> | |
| <span class="big"><observablehq-loading></observablehq-loading><!--:a9ac2ae4:--></span> | |
| <p>The posts are comments in a thread, ie the answers to a question. The topics are not included.</p> | |
| </div> | |
| <!-- <div class="card"> | |
| <h2>Posts per topic</h2> | |
| <span class="big">${(posts.length / topics.size).toLocaleString("en-US", { | |
| minimumFractionDigits: 2, | |
| maximumFractionDigits: 2, | |
| })}</span> | |
| </div> | |
| <div class="card"> | |
| <h2>Users per topic</h2> | |
| <span class="big">${(d3.sum(topics, d => d[1].users.size) / topics.size).toLocaleString("en-US", { | |
| minimumFractionDigits: 2, | |
| maximumFractionDigits: 2, | |
| })}</span> | |
| </div> --> | |
| <!-- <div class="card"> | |
| <h2>Categories</h2> | |
| <span class="big">${categories.length.toLocaleString("en-US")}</span> | |
| </div> --> | |
| <div class="card"> | |
| <h2>Users</h2> | |
| <span class="big"><observablehq-loading></observablehq-loading><!--:9f3c82c4:--></span> | |
| </div> | |
| </div> | |
| <!-- Plot of monthly active users --> | |
| <div class="observablehq observablehq--block"><!--:3939618f:--></div> | |
| <!-- Plot of posts history --> | |
| <div class="observablehq observablehq--block"><!--:694a2e8e:--></div> | |
| <div class="grid grid-cols-2"> | |
| <div class="card"> | |
| <observablehq-loading></observablehq-loading><!--:df5d29c1:--> | |
| </div> | |
| <div class="card"> | |
| <observablehq-loading></observablehq-loading><!--:8db957c1:--> | |
| </div> | |
| </div> | |
| <h2 id="topics" tabindex="-1"><a class="observablehq-header-anchor" href="#topics">Topics</a></h2> | |
| <!-- Plot of topics per category --> | |
| <div class="observablehq observablehq--block"><!--:35e85ade:--></div> | |
| <!-- Posts per topic --> | |
| <div class="observablehq observablehq--block"><!--:4933adab:--></div> | |
| <div class="grid grid-cols-2"> | |
| <div class="card"> | |
| <observablehq-loading></observablehq-loading><!--:e3ec0bba:--> | |
| </div> | |
| <div class="card"> | |
| <observablehq-loading></observablehq-loading><!--:4e86c617:--> | |
| </div> | |
| </div> | |
| <h2 id="users" tabindex="-1"><a class="observablehq-header-anchor" href="#users">Users</a></h2> | |
| <!-- Top users --> | |
| <div class="observablehq observablehq--block"><!--:1e4bc9aa:--></div> | |
| <div class="grid grid-cols-2"> | |
| <div class="card"> | |
| <observablehq-loading></observablehq-loading><!--:0fa544ed:--> | |
| </div> | |
| <!-- | |
| <div class="card"> | |
| ${resize((width) => topAcceptedUsersChart(tenTopAcceptedUsers, {width}))} | |
| </div> | |
| --> | |
| <div class="card"> | |
| <observablehq-loading></observablehq-loading><!--:04e33544:--> | |
| </div> | |
| </div> | |
| <h2 id="data-and-code" tabindex="-1"><a class="observablehq-header-anchor" href="#data-and-code">Data and code</a></h2> | |
| <p>The data of <a href="./$%7Burl%7D"><observablehq-loading></observablehq-loading><!--:28e5ebab-1:--></a> from <observablehq-loading></observablehq-loading><!--:78a1e913:--> to <observablehq-loading></observablehq-loading><!--:93beff2d:--> was downloaded using the <a href="https://docs.discourse.org/" target="_blank" rel="noopener noreferrer">Discourse API</a>.</p> | |
| <p>The code is available on <a href="https://github.com/severo/discourse-dashboard" target="_blank" rel="noopener noreferrer">GitHub</a>.</p> | |
| </main> | |
| <footer id="observablehq-footer"> | |
| <div>Built with <a href="https://observablehq.com/" target="_blank" rel="noopener noreferrer">Observable</a> on <a title="2024-09-25T21:18:02">Sep 25, 2024</a>.</div> | |
| </footer> | |
| </div> | |