Datasets:
Tasks:
Text Classification
Modalities:
Text
Languages:
Chinese
Size:
10K<n<100K
Libraries:
Datasets
License:
| <html lang="zh-CN"> | |
| <head> | |
| <meta charset="UTF-8" /> | |
| <meta name="viewport" content="width=device-width,initial-scale=1" /> | |
| <title>中文情感数据集 · 可视化概览</title> | |
| <script src="https://cdn.jsdelivr.net/npm/chart.js@4.4.3/dist/chart.umd.min.js"></script> | |
| <style> | |
| :root { | |
| --bg: #f5f7fb; | |
| --card: #ffffff; | |
| --border: #e2e8f0; | |
| --text: #1e293b; | |
| --muted: #64748b; | |
| --sadness: #6366f1; | |
| --joy: #f59e0b; | |
| --love: #ec4899; | |
| --anger: #ef4444; | |
| --fear: #8b5cf6; | |
| --surprise: #10b981; | |
| } | |
| * { box-sizing: border-box; margin: 0; padding: 0; } | |
| body { font-family: "PingFang SC","Microsoft YaHei",sans-serif; background: var(--bg); color: var(--text); min-height: 100vh; } | |
| header { | |
| background: linear-gradient(135deg, #3b5bdb 0%, #845ef7 100%); | |
| color: #fff; padding: 2.5rem 2rem 2rem; | |
| text-align: center; | |
| } | |
| header h1 { font-size: 2rem; font-weight: 700; margin-bottom: .5rem; } | |
| header p { font-size: 1rem; opacity: .85; } | |
| .badge { display: inline-block; background: rgba(255,255,255,.2); border-radius: 999px; padding: .2rem .8rem; font-size: .8rem; margin: .2rem; } | |
| main { max-width: 1100px; margin: 0 auto; padding: 2rem 1rem; } | |
| /* ── 统计卡片 ── */ | |
| .stat-grid { display: grid; grid-template-columns: repeat(auto-fit,minmax(160px,1fr)); gap: 1rem; margin-bottom: 2rem; } | |
| .stat-card { | |
| background: var(--card); border-radius: 12px; border: 1px solid var(--border); | |
| padding: 1.25rem; text-align: center; box-shadow: 0 2px 8px rgba(0,0,0,.05); | |
| } | |
| .stat-card .num { font-size: 2rem; font-weight: 700; } | |
| .stat-card .label { font-size: .85rem; color: var(--muted); margin-top: .25rem; } | |
| /* ── 区块卡片 ── */ | |
| .card { background: var(--card); border: 1px solid var(--border); border-radius: 14px; padding: 1.5rem; margin-bottom: 1.5rem; box-shadow: 0 2px 8px rgba(0,0,0,.05); } | |
| .card h2 { font-size: 1.1rem; font-weight: 600; margin-bottom: 1.25rem; color: var(--text); } | |
| /* ── 图表布局 ── */ | |
| .chart-row { display: grid; grid-template-columns: 1fr 1fr; gap: 1.5rem; } | |
| @media(max-width:700px){ .chart-row { grid-template-columns: 1fr; } } | |
| canvas { max-height: 280px; } | |
| /* ── 标签分布 bar ── */ | |
| .dist-grid { display: grid; grid-template-columns: repeat(auto-fit,minmax(300px,1fr)); gap: 1rem; } | |
| .dist-item { display: flex; align-items: center; gap: .75rem; } | |
| .dist-item .em { font-size: 1.2rem; } | |
| .dist-item .info { flex: 1; } | |
| .dist-item .info .name { font-size: .9rem; font-weight: 500; margin-bottom: .25rem; } | |
| .bar-wrap { height: 8px; background: #e2e8f0; border-radius: 4px; overflow: hidden; } | |
| .bar-fill { height: 100%; border-radius: 4px; transition: width .6s ease; } | |
| .dist-item .info .nums { font-size: .78rem; color: var(--muted); margin-top: .2rem; } | |
| /* ── 样例 ── */ | |
| .example-tabs { display: flex; flex-wrap: wrap; gap: .5rem; margin-bottom: 1rem; } | |
| .tab-btn { | |
| padding: .4rem 1rem; border-radius: 999px; border: 1.5px solid var(--border); | |
| background: transparent; cursor: pointer; font-size: .85rem; font-family: inherit; | |
| transition: all .2s; | |
| } | |
| .tab-btn.active { color: #fff; border-color: transparent; } | |
| .example-list { display: none; } | |
| .example-list.show { display: block; } | |
| .ex-item { | |
| display: flex; align-items: flex-start; gap: .75rem; | |
| padding: .75rem 0; border-bottom: 1px dashed var(--border); | |
| } | |
| .ex-item:last-child { border-bottom: none; } | |
| .ex-dot { width: 10px; height: 10px; border-radius: 50%; flex-shrink: 0; margin-top: .35rem; } | |
| .ex-text { font-size: .9rem; line-height: 1.6; } | |
| /* ── 文件格式表 ── */ | |
| table { width: 100%; border-collapse: collapse; font-size: .9rem; } | |
| th,td { padding: .65rem 1rem; border: 1px solid var(--border); text-align: left; } | |
| th { background: #f8fafc; font-weight: 600; } | |
| code { background: #f1f5f9; padding: .1rem .4rem; border-radius: 4px; font-size: .82rem; font-family: monospace; } | |
| footer { text-align: center; padding: 2rem; font-size: .8rem; color: var(--muted); } | |
| </style> | |
| </head> | |
| <body> | |
| <header> | |
| <h1>🇨🇳 中文情感数据集</h1> | |
| <p>Chinese Emotion Dataset · 参照 dair-ai/emotion 格式构建</p> | |
| <div style="margin-top:.8rem"> | |
| <span class="badge">6 种情感</span> | |
| <span class="badge">20,000 条数据</span> | |
| <span class="badge">3 个划分</span> | |
| <span class="badge">CSV / JSONL / JSON</span> | |
| </div> | |
| </header> | |
| <main> | |
| <!-- 统计卡片 --> | |
| <div class="stat-grid"> | |
| <div class="stat-card"><div class="num" style="color:#3b5bdb">20,000</div><div class="label">总样本数</div></div> | |
| <div class="stat-card"><div class="num" style="color:#3b5bdb">16,000</div><div class="label">训练集</div></div> | |
| <div class="stat-card"><div class="num" style="color:#3b5bdb">2,000</div><div class="label">验证集</div></div> | |
| <div class="stat-card"><div class="num" style="color:#3b5bdb">2,000</div><div class="label">测试集</div></div> | |
| <div class="stat-card"><div class="num" style="color:#3b5bdb">6</div><div class="label">情感类别</div></div> | |
| <div class="stat-card"><div class="num" style="color:#3b5bdb">3</div><div class="label">文件格式</div></div> | |
| </div> | |
| <!-- 图表 --> | |
| <div class="chart-row"> | |
| <div class="card"> | |
| <h2>📊 情感类别分布（训练集）</h2> | |
| <canvas id="barChart"></canvas> | |
| </div> | |
| <div class="card"> | |
| <h2>🍕 各类别占比（训练集）</h2> | |
| <canvas id="pieChart"></canvas> | |
| </div> | |
| </div> | |
| <!-- 标签详情 --> | |
| <div class="card"> | |
| <h2>🏷️ 各情感标签详情</h2> | |
| <div class="dist-grid" id="distGrid"></div> | |
| </div> | |
| <!-- 样例数据 --> | |
| <div class="card"> | |
| <h2>💬 样例数据</h2> | |
| <div class="example-tabs" id="exTabs"></div> | |
| <div id="exLists"></div> | |
| </div> | |
| <!-- 数据格式 --> | |
| <div class="card"> | |
| <h2>📁 数据格式说明</h2> | |
| <table> | |
| <thead><tr><th>字段名</th><th>类型</th><th>说明</th><th>示例值</th></tr></thead> | |
| <tbody> | |
| <tr><td><code>text</code></td><td>string</td><td>中文短文本</td><td>今天心情好极了</td></tr> | |
| <tr><td><code>label</code></td><td>int (0–5)</td><td>情感编号</td><td>1</td></tr> | |
| <tr><td><code>label_name</code></td><td>string</td><td>英文情感名</td><td>joy</td></tr> | |
| <tr><td><code>label_cn</code></td><td>string</td><td>中文情感名</td><td>快乐</td></tr> | |
| </tbody> | |
| </table> | |
| <p style="margin-top:1rem;font-size:.85rem;color:var(--muted)">提供 <code>train.csv</code> / <code>train.jsonl</code> / <code>train.json</code> 三种格式，验证集和测试集同理。</p> | |
| </div> | |
| </main> | |
| <footer>Chinese Emotion Dataset · MIT License · 参照 dair-ai/emotion 构建</footer> | |
| <script> | |
| const LABELS = [ | |
| { id: 0, cn: "悲伤", en: "sadness", em: "😢", color: "#6366f1", train: 3200, val: 400, test: 400 }, | |
| { id: 1, cn: "快乐", en: "joy", em: "😄", color: "#f59e0b", train: 4000, val: 500, test: 500 }, | |
| { id: 2, cn: "爱", en: "love", em: "❤️", color: "#ec4899", train: 1600, val: 200, test: 200 }, | |
| { id: 3, cn: "愤怒", en: "anger", em: "😡", color: "#ef4444", train: 2000, val: 250, test: 250 }, | |
| { id: 4, cn: "恐惧", en: "fear", em: "😨", color: "#8b5cf6", train: 2400, val: 300, test: 300 }, | |
| { id: 5, cn: "惊讶", en: "surprise",em: "😲", color: "#10b981", train: 2800, val: 350, test: 350 }, | |
| ]; | |
| const EXAMPLES = { | |
| "悲伤": [ | |
| "那个熟悉的拥抱再也不会有了", | |
| "最近，悲伤像雾一样弥漫在我心里散不去", | |
| "泪水流尽了，却还是感觉不到任何轻松", | |
| "这段时间真的太煎熬了，每天都很难熬", | |
| "这种痛苦，只有经历过的人才能理解" | |
| ], | |
| "快乐": [ | |
| "美食加上好心情，今天完美", | |
| "阳光正好，风景美极了，心情棒棒哒", | |
| "今天的心情好极了，整个人都充满了活力", | |
| "最喜欢这种阳光灿烂的日子", | |
| "今天的小确幸好多，感谢生活" | |
| ], | |
| "爱": [ | |
| "每次看到你，我的心就变得很柔软", | |
| "想把你捧在手心里，好好珍惜", | |
| "我愿意为你改变，因为你值得我付出最好的自己", | |
| "每次看见你，心里就涌出一股暖意", | |
| "爱你，是我每天最重要的事情" | |
| ], | |
| "愤怒": [ | |
| "简直无法理解这种行为，太令人气愤了", | |
| "这件事简直让我目瞪口呆，气到无语", | |
| "这件事真的让我怒不可遏，太过分了", | |
| "这件事让我彻夜难眠，气得要命", | |
| "每次想到这件事就气得发抖" | |
| ], | |
| "恐惧": [ | |
| "明明想要逃跑，双腿却不听使唤", | |
| "在那一刻，我感到了从未有过的巨大恐惧", | |
| "一个人面对这件事，感觉无依无靠，特别害怕", | |
| "一个人面对这些，我真的很害怕", | |
| "心跳加速、手心出汗，整个人都慌了" | |
| ], | |
| "惊讶": [ | |
| "每次以为已经习惯了，还是会被新的事情惊到", | |
| "这件事发展得太快了，让我措手不及", | |
| "明明有心理准备，还是被惊到了", | |
| "这一幕实在太出人意料，连我都愣住了", | |
| "太意外了，完全打了我一个措手不及" | |
| ] | |
| }; | |
| // ── 柱状图 ── | |
| const barCtx = document.getElementById("barChart").getContext("2d"); | |
| new Chart(barCtx, { | |
| type: "bar", | |
| data: { | |
| labels: LABELS.map(l => `${l.em} ${l.cn}`), | |
| datasets: [{ | |
| label: "训练集数量", | |
| data: LABELS.map(l => l.train), | |
| backgroundColor: LABELS.map(l => l.color + "cc"), | |
| borderColor: LABELS.map(l => l.color), | |
| borderWidth: 1.5, | |
| borderRadius: 6, | |
| }] | |
| }, | |
| options: { | |
| responsive: true, maintainAspectRatio: true, | |
| plugins: { legend: { display: false } }, | |
| scales: { | |
| y: { beginAtZero: true, grid: { color: "#f1f5f9" } }, | |
| x: { grid: { display: false } } | |
| } | |
| } | |
| }); | |
| // ── 饼图 ── | |
| const pieCtx = document.getElementById("pieChart").getContext("2d"); | |
| new Chart(pieCtx, { | |
| type: "doughnut", | |
| data: { | |
| labels: LABELS.map(l => `${l.em} ${l.cn}`), | |
| datasets: [{ | |
| data: LABELS.map(l => l.train), | |
| backgroundColor: LABELS.map(l => l.color + "cc"), | |
| borderColor: LABELS.map(l => l.color), | |
| borderWidth: 1.5, | |
| }] | |
| }, | |
| options: { | |
| responsive: true, maintainAspectRatio: true, | |
| plugins: { legend: { position: "bottom", labels: { padding: 10, font: { size: 12 } } } } | |
| } | |
| }); | |
| // ── 标签详情条 ── | |
| const maxTrain = Math.max(...LABELS.map(l => l.train)); | |
| const distGrid = document.getElementById("distGrid"); | |
| LABELS.forEach(l => { | |
| const pct = ((l.train / 16000) * 100).toFixed(1); | |
| const barW = (l.train / maxTrain * 100).toFixed(1); | |
| distGrid.innerHTML += ` | |
| <div class="dist-item"> | |
| <div class="em">${l.em}</div> | |
| <div class="info"> | |
| <div class="name">${l.cn} <small style="color:var(--muted)">/ ${l.en}</small></div> | |
| <div class="bar-wrap"><div class="bar-fill" style="width:${barW}%;background:${l.color}"></div></div> | |
| <div class="nums">训练 ${l.train.toLocaleString()} · 验证 ${l.val} · 测试 ${l.test} · 占比 ${pct}%</div> | |
| </div> | |
| </div>`; | |
| }); | |
| // ── 样例数据标签页 ── | |
| const exTabs = document.getElementById("exTabs"); | |
| const exLists = document.getElementById("exLists"); | |
| let firstTab = true; | |
| LABELS.forEach(l => { | |
| const btn = document.createElement("button"); | |
| btn.className = "tab-btn" + (firstTab ? " active" : ""); | |
| btn.textContent = `${l.em} ${l.cn}`; | |
| btn.dataset.label = l.cn; | |
| if (firstTab) btn.style.cssText = `background:${l.color};color:#fff;border-color:${l.color}`; | |
| btn.addEventListener("click", () => { | |
| document.querySelectorAll(".tab-btn").forEach(b => { | |
| b.classList.remove("active"); | |
| b.style.background = ""; | |
| b.style.color = ""; | |
| b.style.borderColor = ""; | |
| }); | |
| btn.classList.add("active"); | |
| btn.style.cssText = `background:${l.color};color:#fff;border-color:${l.color}`; | |
| document.querySelectorAll(".example-list").forEach(el => el.classList.remove("show")); | |
| document.getElementById("ex-" + l.cn).classList.add("show"); | |
| }); | |
| exTabs.appendChild(btn); | |
| const list = document.createElement("div"); | |
| list.className = "example-list" + (firstTab ? " show" : ""); | |
| list.id = "ex-" + l.cn; | |
| (EXAMPLES[l.cn] || []).forEach(text => { | |
| list.innerHTML += ` | |
| <div class="ex-item"> | |
| <div class="ex-dot" style="background:${l.color}"></div> | |
| <div class="ex-text">${text}</div> | |
| </div>`; | |
| }); | |
| exLists.appendChild(list); | |
| firstTab = false; | |
| }); | |
| </script> | |
| </body> | |
| </html> | |