# Chinese Social Analytics: Sample Dataset

**Use case:** 

Build an analytics report from the included synthetic Douyin, Xiaohongshu and Weibo rows. Replace them with your authorized dataset; no social-network scraping is performed.

## Input

```json
{
  "rows": [
    {
      "id": "demo-0-0",
      "url": "https://example.com/douyin/demo-0-0",
      "text": "科技新品 测试 0 #科技",
      "createTime": 1785549600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 20,
        "commentCount": 2,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 1000
      },
      "demo": true
    },
    {
      "id": "demo-0-1",
      "url": "https://example.com/douyin/demo-0-1",
      "text": "科技新品 测试 1 #科技",
      "createTime": 1785639600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 23,
        "commentCount": 3,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 1100
      },
      "demo": true
    },
    {
      "id": "demo-0-2",
      "url": "https://example.com/douyin/demo-0-2",
      "text": "科技新品 测试 2 #科技",
      "createTime": 1785729600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 26,
        "commentCount": 4,
        "shareCount": 3,
        "collectCount": 4,
        "playCount": 1200
      },
      "demo": true
    },
    {
      "id": "demo-0-3",
      "url": "https://example.com/douyin/demo-0-3",
      "text": "科技新品 测试 3 #科技",
      "createTime": 1785819600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 29,
        "commentCount": 5,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 1300
      },
      "demo": true
    },
    {
      "id": "demo-0-4",
      "url": "https://example.com/douyin/demo-0-4",
      "text": "科技新品 测试 4 #科技",
      "createTime": 1785909600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 32,
        "commentCount": 6,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 1400
      },
      "demo": true
    },
    {
      "id": "demo-0-5",
      "url": "https://example.com/douyin/demo-0-5",
      "text": "科技新品 测试 5 #科技",
      "createTime": 1785999600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 35,
        "commentCount": 7,
        "shareCount": 3,
        "collectCount": 4,
        "playCount": 1500
      },
      "demo": true
    },
    {
      "id": "demo-0-6",
      "url": "https://example.com/douyin/demo-0-6",
      "text": "科技新品 测试 6 #科技",
      "createTime": 1786089600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 38,
        "commentCount": 8,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 1600
      },
      "demo": true
    },
    {
      "id": "demo-0-7",
      "url": "https://example.com/douyin/demo-0-7",
      "text": "科技新品 测试 7 #科技",
      "createTime": 1785574800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 41,
        "commentCount": 9,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 1700
      },
      "demo": true
    },
    {
      "id": "demo-0-8",
      "url": "https://example.com/douyin/demo-0-8",
      "text": "科技新品 测试 8 #科技",
      "createTime": 1785664800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 44,
        "commentCount": 10,
        "shareCount": 3,
        "collectCount": 4,
        "playCount": 1800
      },
      "demo": true
    },
    {
      "id": "demo-0-9",
      "url": "https://example.com/douyin/demo-0-9",
      "text": "科技新品 测试 9 #科技",
      "createTime": 1785754800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 47,
        "commentCount": 11,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 1900
      },
      "demo": true
    },
    {
      "id": "demo-0-10",
      "url": "https://example.com/douyin/demo-0-10",
      "text": "科技新品 测试 10 #科技",
      "createTime": 1785844800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 50,
        "commentCount": 12,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 2000
      },
      "demo": true
    },
    {
      "id": "demo-0-11",
      "url": "https://example.com/douyin/demo-0-11",
      "text": "科技新品 测试 11 #科技",
      "createTime": 1785934800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 53,
        "commentCount": 13,
        "shareCount": 3,
        "collectCount": 4,
        "playCount": 2100
      },
      "demo": true
    },
    {
      "id": "demo-0-12",
      "url": "https://example.com/douyin/demo-0-12",
      "text": "科技新品 测试 12 #科技",
      "createTime": 1785981600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 56,
        "commentCount": 14,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 2200
      },
      "demo": true
    },
    {
      "id": "demo-0-13",
      "url": "https://example.com/douyin/demo-0-13",
      "text": "科技新品 测试 13 #科技",
      "createTime": 1786071600,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 59,
        "commentCount": 15,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 2300
      },
      "demo": true
    },
    {
      "id": "demo-0-14",
      "url": "https://example.com/douyin/demo-0-14",
      "text": "科技新品 测试 14 #科技",
      "createTime": 1785556800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 62,
        "commentCount": 16,
        "shareCount": 3,
        "collectCount": 4,
        "playCount": 2400
      },
      "demo": true
    },
    {
      "id": "demo-0-15",
      "url": "https://example.com/douyin/demo-0-15",
      "text": "科技新品 测试 15 #科技",
      "createTime": 1785646800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 65,
        "commentCount": 17,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 2500
      },
      "demo": true
    },
    {
      "id": "demo-0-16",
      "url": "https://example.com/douyin/demo-0-16",
      "text": "科技新品 测试 16 #科技",
      "createTime": 1785736800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 68,
        "commentCount": 18,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 2600
      },
      "demo": true
    },
    {
      "id": "demo-0-17",
      "url": "https://example.com/douyin/demo-0-17",
      "text": "科技新品 测试 17 #科技",
      "createTime": 1785826800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 71,
        "commentCount": 19,
        "shareCount": 3,
        "collectCount": 4,
        "playCount": 2700
      },
      "demo": true
    },
    {
      "id": "demo-0-18",
      "url": "https://example.com/douyin/demo-0-18",
      "text": "科技新品 测试 18 #科技",
      "createTime": 1785916800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d0",
        "name": "Demo Douyin 0",
        "username": "demo_d0",
        "followersCount": 1000,
        "verified": false
      },
      "statistics": {
        "diggCount": 74,
        "commentCount": 20,
        "shareCount": 1,
        "collectCount": 4,
        "playCount": 2800
      },
      "demo": true
    },
    {
      "id": "demo-0-19",
      "url": "https://example.com/douyin/demo-0-19",
      "text": "科技新品 测试 19 #科技",
      "createTime": 1786006800,
      "hashtags": [
        "科技",
        "新品"
      ],
      "authorMeta": {
        "id": "d1",
        "name": "Demo Douyin 1",
        "username": "demo_d1",
        "followersCount": 1500,
        "verified": false
      },
      "statistics": {
        "diggCount": 77,
        "commentCount": 21,
        "shareCount": 2,
        "collectCount": 4,
        "playCount": 2900
      },
      "demo": true
    },
    {
      "id": "demo-1-0",
      "url": "https://example.com/xhs/demo-1-0",
      "title": "生活好物 0",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785549600000,
      "engagement": {
        "liked_count": 30,
        "comments_count": 3,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-1",
      "url": "https://example.com/xhs/demo-1-1",
      "title": "生活好物 1",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785639600000,
      "engagement": {
        "liked_count": 32,
        "comments_count": 4,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-2",
      "url": "https://example.com/xhs/demo-1-2",
      "title": "生活好物 2",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785729600000,
      "engagement": {
        "liked_count": 34,
        "comments_count": 5,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-3",
      "url": "https://example.com/xhs/demo-1-3",
      "title": "生活好物 3",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785819600000,
      "engagement": {
        "liked_count": 36,
        "comments_count": 6,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-4",
      "url": "https://example.com/xhs/demo-1-4",
      "title": "生活好物 4",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785909600000,
      "engagement": {
        "liked_count": 38,
        "comments_count": 7,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-5",
      "url": "https://example.com/xhs/demo-1-5",
      "title": "生活好物 5",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785999600000,
      "engagement": {
        "liked_count": 40,
        "comments_count": 8,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-6",
      "url": "https://example.com/xhs/demo-1-6",
      "title": "生活好物 6",
      "desc": "合成商品分享 #生活",
      "timestamp": 1786089600000,
      "engagement": {
        "liked_count": 42,
        "comments_count": 9,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-7",
      "url": "https://example.com/xhs/demo-1-7",
      "title": "生活好物 7",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785574800000,
      "engagement": {
        "liked_count": 44,
        "comments_count": 10,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-8",
      "url": "https://example.com/xhs/demo-1-8",
      "title": "生活好物 8",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785664800000,
      "engagement": {
        "liked_count": 46,
        "comments_count": 11,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-9",
      "url": "https://example.com/xhs/demo-1-9",
      "title": "生活好物 9",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785754800000,
      "engagement": {
        "liked_count": 48,
        "comments_count": 12,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-10",
      "url": "https://example.com/xhs/demo-1-10",
      "title": "生活好物 10",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785844800000,
      "engagement": {
        "liked_count": 50,
        "comments_count": 13,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-11",
      "url": "https://example.com/xhs/demo-1-11",
      "title": "生活好物 11",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785934800000,
      "engagement": {
        "liked_count": 52,
        "comments_count": 14,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-12",
      "url": "https://example.com/xhs/demo-1-12",
      "title": "生活好物 12",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785981600000,
      "engagement": {
        "liked_count": 54,
        "comments_count": 15,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-13",
      "url": "https://example.com/xhs/demo-1-13",
      "title": "生活好物 13",
      "desc": "合成商品分享 #生活",
      "timestamp": 1786071600000,
      "engagement": {
        "liked_count": 56,
        "comments_count": 16,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-14",
      "url": "https://example.com/xhs/demo-1-14",
      "title": "生活好物 14",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785556800000,
      "engagement": {
        "liked_count": 58,
        "comments_count": 17,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-15",
      "url": "https://example.com/xhs/demo-1-15",
      "title": "生活好物 15",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785646800000,
      "engagement": {
        "liked_count": 60,
        "comments_count": 18,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-16",
      "url": "https://example.com/xhs/demo-1-16",
      "title": "生活好物 16",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785736800000,
      "engagement": {
        "liked_count": 62,
        "comments_count": 19,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-17",
      "url": "https://example.com/xhs/demo-1-17",
      "title": "生活好物 17",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785826800000,
      "engagement": {
        "liked_count": 64,
        "comments_count": 20,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-18",
      "url": "https://example.com/xhs/demo-1-18",
      "title": "生活好物 18",
      "desc": "合成商品分享 #生活",
      "timestamp": 1785916800000,
      "engagement": {
        "liked_count": 66,
        "comments_count": 21,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x0",
        "nickname": "Demo XHS 0",
        "red_id": "demo_x0",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-1-19",
      "url": "https://example.com/xhs/demo-1-19",
      "title": "生活好物 19",
      "desc": "合成商品分享 #生活",
      "timestamp": 1786006800000,
      "engagement": {
        "liked_count": 68,
        "comments_count": 22,
        "shared_count": 2,
        "collected_count": 5,
        "nice_count": 99
      },
      "author": {
        "userid": "x1",
        "nickname": "Demo XHS 1",
        "red_id": "demo_x1",
        "verified": false
      },
      "tag_info": {
        "title": "生活"
      },
      "keyword": "好物",
      "type": "normal",
      "demo": true
    },
    {
      "id": "demo-2-0",
      "url": "https://example.com/weibo/demo-2-0",
      "text": "合成新闻 科技发布 0 #科技#",
      "created_at": "Sat, 01 Aug 2026 02:00:00 GMT",
      "attitudes_count": 10,
      "reposts_count": 0,
      "comments_count": 2,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-1",
      "url": "https://example.com/weibo/demo-2-1",
      "text": "合成新闻 科技发布 1 #科技#",
      "created_at": "Sun, 02 Aug 2026 03:00:00 GMT",
      "attitudes_count": 11,
      "reposts_count": 1,
      "comments_count": 3,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-2",
      "url": "https://example.com/weibo/demo-2-2",
      "text": "合成新闻 科技发布 2 #科技#",
      "created_at": "Mon, 03 Aug 2026 04:00:00 GMT",
      "attitudes_count": 12,
      "reposts_count": 2,
      "comments_count": 4,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-3",
      "url": "https://example.com/weibo/demo-2-3",
      "text": "合成新闻 科技发布 3 #科技#",
      "created_at": "Tue, 04 Aug 2026 05:00:00 GMT",
      "attitudes_count": 13,
      "reposts_count": 3,
      "comments_count": 5,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-4",
      "url": "https://example.com/weibo/demo-2-4",
      "text": "合成新闻 科技发布 4 #科技#",
      "created_at": "Wed, 05 Aug 2026 06:00:00 GMT",
      "attitudes_count": 14,
      "reposts_count": 0,
      "comments_count": 6,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-5",
      "url": "https://example.com/weibo/demo-2-5",
      "text": "合成新闻 科技发布 5 #科技#",
      "created_at": "Thu, 06 Aug 2026 07:00:00 GMT",
      "attitudes_count": 15,
      "reposts_count": 1,
      "comments_count": 7,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-6",
      "url": "https://example.com/weibo/demo-2-6",
      "text": "合成新闻 科技发布 6 #科技#",
      "created_at": "Fri, 07 Aug 2026 08:00:00 GMT",
      "attitudes_count": 16,
      "reposts_count": 2,
      "comments_count": 8,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-7",
      "url": "https://example.com/weibo/demo-2-7",
      "text": "合成新闻 科技发布 7 #科技#",
      "created_at": "Sat, 01 Aug 2026 09:00:00 GMT",
      "attitudes_count": 17,
      "reposts_count": 3,
      "comments_count": 9,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-8",
      "url": "https://example.com/weibo/demo-2-8",
      "text": "合成新闻 科技发布 8 #科技#",
      "created_at": "Sun, 02 Aug 2026 10:00:00 GMT",
      "attitudes_count": 18,
      "reposts_count": 0,
      "comments_count": 10,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-9",
      "url": "https://example.com/weibo/demo-2-9",
      "text": "合成新闻 科技发布 9 #科技#",
      "created_at": "Mon, 03 Aug 2026 11:00:00 GMT",
      "attitudes_count": 19,
      "reposts_count": 1,
      "comments_count": 11,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-10",
      "url": "https://example.com/weibo/demo-2-10",
      "text": "合成新闻 科技发布 10 #科技#",
      "created_at": "Tue, 04 Aug 2026 12:00:00 GMT",
      "attitudes_count": 20,
      "reposts_count": 2,
      "comments_count": 12,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-11",
      "url": "https://example.com/weibo/demo-2-11",
      "text": "合成新闻 科技发布 11 #科技#",
      "created_at": "Wed, 05 Aug 2026 13:00:00 GMT",
      "attitudes_count": 21,
      "reposts_count": 3,
      "comments_count": 13,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-12",
      "url": "https://example.com/weibo/demo-2-12",
      "text": "合成新闻 科技发布 12 #科技#",
      "created_at": "Thu, 06 Aug 2026 02:00:00 GMT",
      "attitudes_count": 22,
      "reposts_count": 0,
      "comments_count": 14,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-13",
      "url": "https://example.com/weibo/demo-2-13",
      "text": "合成新闻 科技发布 13 #科技#",
      "created_at": "Fri, 07 Aug 2026 03:00:00 GMT",
      "attitudes_count": 23,
      "reposts_count": 1,
      "comments_count": 15,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-14",
      "url": "https://example.com/weibo/demo-2-14",
      "text": "合成新闻 科技发布 14 #科技#",
      "created_at": "Sat, 01 Aug 2026 04:00:00 GMT",
      "attitudes_count": 24,
      "reposts_count": 2,
      "comments_count": 16,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-15",
      "url": "https://example.com/weibo/demo-2-15",
      "text": "合成新闻 科技发布 15 #科技#",
      "created_at": "Sun, 02 Aug 2026 05:00:00 GMT",
      "attitudes_count": 25,
      "reposts_count": 3,
      "comments_count": 17,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-16",
      "url": "https://example.com/weibo/demo-2-16",
      "text": "合成新闻 科技发布 16 #科技#",
      "created_at": "Mon, 03 Aug 2026 06:00:00 GMT",
      "attitudes_count": 26,
      "reposts_count": 0,
      "comments_count": 18,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-17",
      "url": "https://example.com/weibo/demo-2-17",
      "text": "合成新闻 科技发布 17 #科技#",
      "created_at": "Tue, 04 Aug 2026 07:00:00 GMT",
      "attitudes_count": 27,
      "reposts_count": 1,
      "comments_count": 19,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-18",
      "url": "https://example.com/weibo/demo-2-18",
      "text": "合成新闻 科技发布 18 #科技#",
      "created_at": "Wed, 05 Aug 2026 08:00:00 GMT",
      "attitudes_count": 28,
      "reposts_count": 2,
      "comments_count": 20,
      "user": {
        "id": "w0",
        "screen_name": "Demo Weibo 0",
        "followers_count": 2000
      },
      "demo": true
    },
    {
      "id": "demo-2-19",
      "url": "https://example.com/weibo/demo-2-19",
      "text": "合成新闻 科技发布 19 #科技#",
      "created_at": "Thu, 06 Aug 2026 09:00:00 GMT",
      "attitudes_count": 29,
      "reposts_count": 3,
      "comments_count": 21,
      "user": {
        "id": "w1",
        "screen_name": "Demo Weibo 1",
        "followers_count": 2000
      },
      "demo": true
    }
  ],
  "datasetId": "buyerDatasetId",
  "fieldMap": {},
  "platform": "auto",
  "timezone": "Asia/Shanghai",
  "engagementDenominator": "views",
  "topCreators": 6,
  "topHashtags": 10,
  "topPosts": 5,
  "topWords": 10,
  "maxItems": 100
}
```

## Output

```json
{
  "schemaVersion": {
    "label": "schemaVersion",
    "format": "text"
  },
  "type": {
    "label": "type",
    "format": "text"
  },
  "sourceUrl": {
    "label": "sourceUrl",
    "format": "text"
  },
  "found": {
    "label": "found",
    "format": "text"
  },
  "status": {
    "label": "status",
    "format": "text"
  },
  "resultCount": {
    "label": "resultCount",
    "format": "text"
  },
  "partial": {
    "label": "partial",
    "format": "text"
  },
  "error": {
    "label": "error",
    "format": "text"
  },
  "warnings": {
    "label": "warnings",
    "format": "text"
  },
  "checkedAt": {
    "label": "checkedAt",
    "format": "text"
  },
  "evidence": {
    "label": "evidence",
    "format": "text"
  },
  "confidence": {
    "label": "confidence",
    "format": "text"
  },
  "action": {
    "label": "action",
    "format": "text"
  },
  "demo": {
    "label": "demo",
    "format": "text"
  },
  "unprocessed": {
    "label": "unprocessed",
    "format": "text"
  },
  "platform": {
    "label": "platform",
    "format": "text"
  },
  "authorId": {
    "label": "authorId",
    "format": "text"
  },
  "authorName": {
    "label": "authorName",
    "format": "text"
  },
  "aliases": {
    "label": "aliases",
    "format": "text"
  },
  "postId": {
    "label": "postId",
    "format": "text"
  },
  "text": {
    "label": "text",
    "format": "text"
  },
  "posts": {
    "label": "posts",
    "format": "text"
  },
  "likes": {
    "label": "likes",
    "format": "text"
  },
  "comments": {
    "label": "comments",
    "format": "text"
  },
  "shares": {
    "label": "shares",
    "format": "text"
  },
  "views": {
    "label": "views",
    "format": "text"
  },
  "followers": {
    "label": "followers",
    "format": "text"
  },
  "collections": {
    "label": "collections",
    "format": "text"
  },
  "engagement": {
    "label": "engagement",
    "format": "text"
  },
  "engagementRate": {
    "label": "engagementRate",
    "format": "text"
  },
  "meanEngagement": {
    "label": "meanEngagement",
    "format": "text"
  },
  "medianEngagement": {
    "label": "medianEngagement",
    "format": "text"
  },
  "growthRate": {
    "label": "growthRate",
    "format": "text"
  },
  "zScore": {
    "label": "zScore",
    "format": "text"
  },
  "hashtags": {
    "label": "hashtags",
    "format": "text"
  },
  "topWords": {
    "label": "topWords",
    "format": "text"
  },
  "hour": {
    "label": "hour",
    "format": "text"
  },
  "weekday": {
    "label": "weekday",
    "format": "text"
  },
  "timezone": {
    "label": "timezone",
    "format": "text"
  },
  "mappingEvidence": {
    "label": "mappingEvidence",
    "format": "text"
  },
  "synthetic": {
    "label": "synthetic",
    "format": "text"
  },
  "timestamp": {
    "label": "timestamp",
    "format": "text"
  },
  "inputIndex": {
    "label": "inputIndex",
    "format": "text"
  },
  "duplicateInputIndexes": {
    "label": "duplicateInputIndexes",
    "format": "text"
  },
  "hashtag": {
    "label": "hashtag",
    "format": "text"
  },
  "timingUnit": {
    "label": "timingUnit",
    "format": "text"
  },
  "inputPosts": {
    "label": "inputPosts",
    "format": "text"
  },
  "rejectedPosts": {
    "label": "rejectedPosts",
    "format": "text"
  },
  "duplicatePosts": {
    "label": "duplicatePosts",
    "format": "text"
  },
  "missingTimestamps": {
    "label": "missingTimestamps",
    "format": "text"
  },
  "missingEngagement": {
    "label": "missingEngagement",
    "format": "text"
  }
}
```

## About this Actor

This example demonstrates how to use [Douyin Xiaohongshu Weibo Analytics Report Builder](https://apify.com/zinin/douyin-xiaohongshu-weibo-analytics-report-builder.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/zinin/douyin-xiaohongshu-weibo-analytics-report-builder.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/zinin/douyin-xiaohongshu-weibo-analytics-report-builder.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).