Datasets:

SaisExperiments
/

Discord-Unveiled-Compressed

 ---
 license: cc-by-4.0
+language:
+- en
+- es
+- fr
+- pt
+size_categories:
+- 1B<n<10B
 ---
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Discord Unveiled Dataset</title>
+</head>
+<body>
+<div class="container">
+<style>
+  /* --- Sakura Dreams Theme --- */
+  @import url('https://fonts.googleapis.com/css2?family=Caveat:wght@400;600;700&family=Poppins:wght@300;400;500;600;700&family=Fira+Code:wght@400;500&display=swap');
+  /* --- Define Pink Paradise Colors --- */
+  .container {
+    --bg-primary: #0d0511;
+    --bg-secondary: #1a0f1f;
+    --bg-tertiary: #2d1b35;
+    --bg-card: #3d2847;
+    --text-primary: #fef7ff;
+    --text-secondary: #f0d9ff;
+    --text-muted: #c084fc;
+    --pink-soft: #fce7f3;
+    --pink-medium: #f9a8d4;
+    --pink-bright: #ec4899;
+    --pink-hot: #e91e63;
+    --pink-neon: #ff1493;
+    --purple-soft: #e879f9;
+    --purple-bright: #c026d3;
+    --purple-deep: #7c3aed;
+    --border-glow: #f472b6;
+    --shadow-pink: rgba(244, 114, 182, 0.4);
+    --shadow-purple: rgba(168, 85, 247, 0.3);
+    --code-bg: #1a0821;
+    --gradient-main: linear-gradient(135deg, #ec4899, #e879f9, #c026d3);
+    --gradient-soft: linear-gradient(45deg, #fce7f3, #f3e8ff);
+    --gradient-neon: linear-gradient(90deg, #ff1493, #e879f9, #ff1493);
+    /* Base Styles */
+    font-family: 'Poppins', sans-serif;
+    font-weight: 400;
+    background:
+      radial-gradient(circle at 25% 25%, rgba(236, 72, 153, 0.15) 0%, transparent 50%),
+      radial-gradient(circle at 75% 75%, rgba(192, 38, 211, 0.15) 0%, transparent 50%),
+      radial-gradient(circle at 50% 0%, rgba(168, 85, 247, 0.1) 0%, transparent 40%),
+      linear-gradient(135deg, var(--bg-primary) 0%, var(--bg-secondary) 100%);
+    color: var(--text-primary);
+    min-height: 100vh;
+    padding: 80px 50px;
+    margin: 0;
+    max-width: 1000px;
+    margin: 0 auto;
+    line-height: 1.7;
+    position: relative;
+    overflow-x: hidden;
+  }
+  /* Floating particles animation */
+  .container::before {
+    content: '';
+    position: fixed;
+    top: 0;
+    left: 0;
+    width: 100%;
+    height: 100%;
+    background-image:
+      radial-gradient(2px 2px at 20px 30px, rgba(255, 192, 203, 0.8), transparent),
+      radial-gradient(2px 2px at 40px 70px, rgba(255, 105, 180, 0.6), transparent),
+      radial-gradient(1px 1px at 90px 40px, rgba(238, 130, 238, 0.7), transparent),
+      radial-gradient(1px 1px at 130px 80px, rgba(255, 20, 147, 0.5), transparent),
+      radial-gradient(2px 2px at 160px 30px, rgba(199, 21, 133, 0.6), transparent);
+    background-repeat: repeat;
+    background-size: 200px 100px;
+    animation: sparkle 20s linear infinite;
+    pointer-events: none;
+    z-index: -1;
+  }
+  @keyframes sparkle {
+    0% { transform: translateY(0) rotate(0deg); }
+    100% { transform: translateY(-100px) rotate(360deg); }
+  }
+  /* --- Header Section --- */
+  .header {
+    text-align: center;
+    margin-bottom: 80px;
+    position: relative;
+  }
+  .main-title {
+    font-family: 'Caveat', cursive;
+    font-size: 4.5rem;
+    font-weight: 700;
+    background: var(--gradient-neon);
+    background-size: 200% 200%;
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    background-clip: text;
+    animation: gradientFlow 3s ease-in-out infinite;
+    margin-bottom: 20px;
+    letter-spacing: -0.02em;
+    text-shadow: 0 0 40px var(--shadow-pink);
+    position: relative;
+  }
+  @keyframes gradientFlow {
+    0%, 100% { background-position: 0% 50%; }
+    50% { background-position: 100% 50%; }
+  }
+  .license-badge {
+    display: inline-block;
+    background: var(--gradient-main);
+    padding: 12px 24px;
+    border-radius: 50px;
+    font-size: 1rem;
+    color: white;
+    font-weight: 600;
+    margin-bottom: 40px;
+    box-shadow:
+      0 8px 32px var(--shadow-pink),
+      0 0 0 1px rgba(255, 255, 255, 0.1);
+    position: relative;
+    overflow: hidden;
+    animation: pulse 2s ease-in-out infinite;
+  }
+  @keyframes pulse {
+    0%, 100% { transform: scale(1); }
+    50% { transform: scale(1.05); }
+  }
+  .license-badge::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: -100%;
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.3), transparent);
+    animation: shimmer 2s infinite;
+  }
+  @keyframes shimmer {
+    0% { left: -100%; }
+    100% { left: 100%; }
+  }
+  /* --- Content Sections --- */
+  .content-section {
+    background: rgba(61, 40, 71, 0.6);
+    backdrop-filter: blur(20px);
+    border: 2px solid transparent;
+    background-clip: padding-box;
+    border-radius: 24px;
+    padding: 40px;
+    margin-bottom: 40px;
+    box-shadow:
+      0 20px 60px rgba(0, 0, 0, 0.5),
+      0 0 0 1px rgba(244, 114, 182, 0.2),
+      inset 0 1px 0 rgba(255, 255, 255, 0.1);
+    position: relative;
+    overflow: hidden;
+    transition: all 0.4s cubic-bezier(0.175, 0.885, 0.32, 1.275);
+  }
+  .content-section:hover {
+    transform: translateY(-8px) scale(1.02);
+    box-shadow:
+      0 30px 80px rgba(0, 0, 0, 0.6),
+      0 0 0 2px var(--border-glow),
+      inset 0 1px 0 rgba(255, 255, 255, 0.2);
+  }
+  .content-section::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: 0;
+    right: 0;
+    height: 2px;
+    background: var(--gradient-neon);
+    background-size: 200% 100%;
+    animation: borderFlow 4s linear infinite;
+  }
+  @keyframes borderFlow {
+    0% { background-position: 200% 0; }
+    100% { background-position: -200% 0; }
+  }
+  .section-title {
+    color: var(--text-primary);
+    font-size: 1.8rem;
+    font-weight: 600;
+    margin-bottom: 24px;
+    display: flex;
+    align-items: center;
+    gap: 16px;
+  }
+  .section-icon {
+    width: 36px;
+    height: 36px;
+    background: var(--gradient-main);
+    border-radius: 12px;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    color: white;
+    font-size: 18px;
+    box-shadow: 0 4px 20px var(--shadow-pink);
+    animation: bounce 2s ease-in-out infinite;
+  }
+  @keyframes bounce {
+    0%, 100% { transform: translateY(0); }
+    50% { transform: translateY(-3px); }
+  }
+  p {
+    color: var(--text-secondary);
+    margin-bottom: 20px;
+    font-size: 1.1rem;
+    font-weight: 300;
+  }
+  /* --- Links --- */
+  a {
+    color: var(--pink-medium);
+    text-decoration: none;
+    position: relative;
+    font-weight: 500;
+    transition: all 0.3s ease;
+  }
+  a:hover {
+    color: var(--pink-neon);
+    text-shadow: 0 0 15px var(--shadow-pink);
+    transform: translateY(-1px);
+  }
+  a::after {
+    content: '';
+    position: absolute;
+    bottom: -3px;
+    left: 0;
+    width: 0;
+    height: 3px;
+    background: var(--gradient-main);
+    border-radius: 2px;
+    transition: width 0.4s cubic-bezier(0.175, 0.885, 0.32, 1.275);
+  }
+  a:hover::after {
+    width: 100%;
+  }
+  /* --- Quote Block --- */
+  .quote-block {
+    background: linear-gradient(135deg, rgba(236, 72, 153, 0.1), rgba(168, 85, 247, 0.1));
+    border: 2px solid var(--pink-medium);
+    border-radius: 20px;
+    padding: 32px;
+    margin: 32px 0;
+    font-style: italic;
+    position: relative;
+    box-shadow:
+      0 10px 40px rgba(244, 114, 182, 0.2),
+      inset 0 1px 0 rgba(255, 255, 255, 0.1);
+    font-weight: 300;
+    line-height: 1.8;
+  }
+  .quote-block::before {
+    content: '';
+    position: absolute;
+    top: -15px;
+    left: 30px;
+    font-size: 2rem;
+    background: var(--bg-secondary);
+    padding: 0 10px;
+  }
+  /* --- Code Blocks --- */
+  .code-container {
+    position: relative;
+    margin: 32px 0;
+    border-radius: 16px;
+    overflow: hidden;
+    box-shadow: 0 15px 50px rgba(0, 0, 0, 0.4);
+  }
+  .code-header {
+    background: var(--gradient-main);
+    padding: 16px 24px;
+    font-size: 1rem;
+    color: white;
+    font-weight: 600;
+    display: flex;
+    align-items: center;
+    gap: 8px;
+  }
+  .code-header::before {
+    content: '⚡';
+    font-size: 1.2rem;
+  }
+  pre {
+    font-family: 'Fira Code', monospace;
+    background: var(--code-bg);
+    border: none;
+    padding: 32px;
+    overflow-x: auto;
+    margin: 0;
+    position: relative;
+  }
+  code {
+    font-family: 'Fira Code', monospace;
+    color: var(--pink-soft);
+    font-size: 1rem;
+    line-height: 1.6;
+    font-weight: 500;
+  }
+  /* --- Stats Grid --- */
+  .stats-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
+    gap: 24px;
+    margin: 40px 0;
+  }
+  .stat-card {
+    background: linear-gradient(135deg, rgba(236, 72, 153, 0.15), rgba(168, 85, 247, 0.15));
+    backdrop-filter: blur(10px);
+    padding: 28px;
+    border-radius: 20px;
+    border: 2px solid rgba(244, 114, 182, 0.3);
+    text-align: center;
+    transition: all 0.4s cubic-bezier(0.175, 0.885, 0.32, 1.275);
+    position: relative;
+    overflow: hidden;
+  }
+  .stat-card:hover {
+    transform: translateY(-8px) scale(1.05);
+    box-shadow: 0 20px 60px var(--shadow-pink);
+    border-color: var(--pink-bright);
+  }
+  .stat-card::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: -100%;
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.1), transparent);
+    transition: left 0.6s ease;
+  }
+  .stat-card:hover::before {
+    left: 100%;
+  }
+  .stat-number {
+    font-size: 2.5rem;
+    font-weight: 700;
+    background: var(--gradient-main);
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    background-clip: text;
+    margin-bottom: 12px;
+    text-shadow: 0 0 30px var(--shadow-pink);
+  }
+  .stat-label {
+    color: var(--text-muted);
+    font-size: 1rem;
+    text-transform: uppercase;
+    letter-spacing: 1px;
+    font-weight: 500;
+  }
+  /* --- Warning Box --- */
+  .warning-box {
+    background: linear-gradient(135deg, rgba(255, 20, 147, 0.15), rgba(255, 105, 180, 0.1));
+    border: 2px solid var(--pink-neon);
+    border-radius: 16px;
+    padding: 24px;
+    margin: 32px 0;
+    position: relative;
+    box-shadow: 0 10px 40px rgba(255, 20, 147, 0.2);
+  }
+  .warning-box::before {
+    content: '';
+    position: absolute;
+    top: -12px;
+    left: 24px;
+    background: var(--bg-secondary);
+    padding: 0 8px;
+    font-size: 1.5rem;
+  }
+  .warning-icon {
+    color: var(--pink-neon);
+    font-size: 1.4rem;
+    margin-right: 12px;
+    animation: glow 2s ease-in-out infinite alternate;
+  }
+  @keyframes glow {
+    from { text-shadow: 0 0 10px var(--pink-neon); }
+    to { text-shadow: 0 0 20px var(--pink-neon), 0 0 30px var(--pink-neon); }
+  }
+  /* --- Responsive Design --- */
+  @media (max-width: 768px) {
+    .container {
+      padding: 60px 30px;
+    }
+    .main-title {
+      font-size: 3rem;
+    }
+    .content-section {
+      padding: 30px;
+    }
+    .stats-grid {
+      grid-template-columns: 1fr;
+    }
+  }
+  /* --- Decorative Elements --- */
+  .divider {
+    height: 2px;
+    background: var(--gradient-main);
+    border-radius: 1px;
+    margin: 60px auto;
+    width: 60%;
+    position: relative;
+    overflow: hidden;
+  }
+  .divider::before {
+    content: '';
+    position: absolute;
+    top: 0;
+    left: -100%;
+    width: 100%;
+    height: 100%;
+    background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.6), transparent);
+    animation: sweep 3s infinite;
+  }
+  @keyframes sweep {
+    0% { left: -100%; }
+    100% { left: 100%; }
+  }
+</style>
+<!-- Header -->
+<div class="header">
+  <h1 class="main-title">Discord Unveiled Dataset</h1>
+  <div class="license-badge">📄 CC-BY-4.0 Licensed</div>
+</div>
+<!-- Main Content -->
+<div class="content-section">
+  <div class="section-title">
+    <div class="section-icon">📚</div>
+    Dataset Overview
+  </div>
+  <p>this repo contains the dataset from:</p>
+  <p><a href="https://arxiv.org/abs/2502.00627" target="_blank">https://arxiv.org/abs/2502.00627</a></p>
+  <div class="quote-block">
+    Discord Unveiled: A Comprehensive Dataset of Public Communication (2015-2024), the most extensive Discord public server's data to date. The dataset comprises over 2.05 billion messages from 4.74 million users across 3,167 public servers, representing approximately 10% of servers listed in Discord's Discovery feature. Spanning from Discord's launch in 2015 to the end of 2024, it offers a robust temporal and thematic framework for analyzing decentralized moderation, community governance, information dissemination, and social dynamics. Data was collected through Discord's public API, adhering to ethical guidelines and privacy standards via anonymization techniques. Organized into structured JSON files, the dataset facilitates seamless integration with computational social science methodologies.
+  </div>
+  <!-- Stats Grid -->
+  <div class="stats-grid">
+    <div class="stat-card">
+      <div class="stat-number">2.05B</div>
+      <div class="stat-label">Messages</div>
+    </div>
+    <div class="stat-card">
+      <div class="stat-number">4.74M</div>
+      <div class="stat-label">Users</div>
+    </div>
+    <div class="stat-card">
+      <div class="stat-number">3,167</div>
+      <div class="stat-label">Servers</div>
+    </div>
+    <div class="stat-card">
+      <div class="stat-number">2015-2024</div>
+      <div class="stat-label">Time Span</div>
+    </div>
+  </div>
+</div>
+<div class="content-section">
+  <div class="section-title">
+    <div class="section-icon">💾</div>
+    Dataset Size & Information
+  </div>
+  <p>I have not personally uncompressed the entire thing, but 350 of the total 3K+ json files was over 350GB.</p>
+</div>
+<div class="content-section">
+  <div class="section-title">
+    <div class="section-icon">🔧</div>
+    Decompression Instructions
+  </div>
+  <p>To decompress the dataset, use:</p>
+  <div class="code-container">
+    <div class="code-header">Terminal Command</div>
+    <pre><code>zstd -d -c {file_name}.zst | tar -xvf - -C {output_path}</code></pre>
+  </div>
+</div>
+<div class="content-section">
+  <div class="section-title">
+    <div class="section-icon">⚠️</div>
+    Important Notice
+  </div>
+  <div class="warning-box">
+    <span class="warning-icon">⚠️</span>
+    <strong>Data Processing Required:</strong> the data will probably need *extensive* cleaning and more thorough PII removal to get to a usuable state :3
+  </div>
+</div>
+<div class="divider"></div>
+<!-- Thanks Claude XD -->
+</div>
+</body>
+</html>