seed_data.json
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"source_url": "https://weibo.com/aj/_hotsearch",
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},
{
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"topic": "新中式穿搭成潮流",
"source": "小红书热点",
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"reason": "时尚赛道,种草属性强,电商转化路径清晰"
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{
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"topic": "A股突破4000点",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
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"weighted_score": 69.4,
"reason": "金融市场关注度高,但娱乐性弱,付费转化低"
},
{
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"topic": "年轻人寺庙游打卡成风",
"source": "微博热搜",
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"reason": "新生活方式,内容创作空间大,图片分享属性强"
},
{
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"topic": "《王者荣耀》新赛季版本更新",
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"weighted_score": 84.4,
"reason": "头部游戏IP,用户粘性极高,内容生态成熟"
},
{
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"topic": "多地推出房票安置政策",
"source": "百度热搜",
"source_url": "https://top.baidu.com/board?tab=realtime",
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"conversion": 40
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"reason": "房产政策话题,实用性高但受众有限"
},
{
"id": 16,
"topic": "国货美妆双11销量暴涨",
"source": "小红书热点",
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},
{
"id": 17,
"topic": "大学生特种兵式旅游",
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"reason": "流行生活方式,内容可看性强,传播性好"
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{
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"topic": "AI生成内容侵权案宣判",
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"source_url": "https://weibo.com/aj/_hotsearch",
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"reason": "法律前沿话题,专业性强,争议性大"
},
{
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"topic": "医院推出陪诊师新职业",
"source": "知乎热榜",
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"reason": "新兴职业,社会关注度高,有故事性"
},
{
"id": 20,
"topic": "短视频平台上线AI配音",
"source": "抖音热榜",
"source_url": "https://www.douyin.com/aweme/v1/web/hot/search/list/",
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"conversion": 78
},
"weighted_score": 74.8,
"reason": "AI工具类内容,操作性强,用户需求明确"
},
{
"id": 21,
"topic": "离婚冷静期实施效果争议",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1100000,
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"controversy": 92,
"engagement": 80,
"conversion": 45
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"weighted_score": 71.8,
"reason": "社会议题,舆论关注高,但内容敏感"
},
{
"id": 22,
"topic": "露营经济持续升温",
"source": "小红书热点",
"source_url": "https://www.xiaohongshu.com/explore",
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"controversy": 50,
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"weighted_score": 74.4,
"reason": "生活方式赛道,内容精美,电商转化强"
},
{
"id": 23,
"topic": "Meta发布新一代AR眼镜",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
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"engagement": 78,
"conversion": 70
},
"weighted_score": 74.6,
"reason": "科技前沿产品,讨论度高,但落地时间未知"
},
{
"id": 24,
"topic": "县城咖啡店月入10万",
"source": "知乎热榜",
"source_url": "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total",
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"weighted_score": 73.5,
"reason": "创业故事类内容,励志属性强,用户爱看"
},
{
"id": 25,
"topic": "多省再现抢房潮",
"source": "百度热搜",
"source_url": "https://top.baidu.com/board?tab=realtime",
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"engagement": 68,
"conversion": 55
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"weighted_score": 67.5,
"reason": "房产话题敏感,实用性强但娱乐性弱"
},
{
"id": 26,
"topic": "《原神》5.0版本前瞻",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
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"engagement": 92,
"conversion": 88
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"weighted_score": 85.1,
"reason": "顶流游戏IP,内容生态成熟,玩家期待值高"
},
{
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"topic": "00后整顿职场引热议",
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"source_url": "https://weibo.com/aj/_hotsearch",
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"conversion": 60
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"weighted_score": 78.8,
"reason": "职场话题戳中痛点,代入感强,传播性好"
},
{
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"topic": "演唱会黄牛票价格飙升",
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"controversy": 90,
"engagement": 78,
"conversion": 70
},
"weighted_score": 74.4,
"reason": "民生话题,关注度高,有话题性"
},
{
"id": 29,
"topic": "农村老人短视频成网红",
"source": "抖音热榜",
"source_url": "https://www.douyin.com/aweme/v1/web/hot/search/list/",
"heat_score": 950000,
"dimensions": {
"market_heat": 72,
"ip_value": 88,
"controversy": 60,
"engagement": 90,
"conversion": 75
},
"weighted_score": 77.9,
"reason": "正能量故事,人物鲜明,内容有温度"
},
{
"id": 30,
"topic": "新研究发现AI有意识迹象",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1580000,
"dimensions": {
"market_heat": 84,
"ip_value": 75,
"controversy": 95,
"engagement": 88,
"conversion": 55
},
"weighted_score": 81.2,
"reason": "科技前沿+伦理争议,关注度和话题性兼备"
},
{
"id": 31,
"topic": "多地试点数字货币工资",
"source": "百度热搜",
"source_url": "https://top.baidu.com/board?tab=realtime",
"heat_score": 680000,
"dimensions": {
"market_heat": 65,
"ip_value": 48,
"controversy": 78,
"engagement": 62,
"conversion": 45
},
"weighted_score": 61.7,
"reason": "政策前瞻话题,专业性强但受众有限"
},
{
"id": 32,
"topic": "海底捞推出夜市摆摊",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 820000,
"dimensions": {
"market_heat": 70,
"ip_value": 72,
"controversy": 65,
"engagement": 85,
"conversion": 80
},
"weighted_score": 74.8,
"reason": "商业模式创新,贴近民生,讨论度高"
},
{
"id": 33,
"topic": "电视剧《狂飙》海外爆火",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1320000,
"dimensions": {
"market_heat": 78,
"ip_value": 92,
"controversy": 70,
"engagement": 88,
"conversion": 85
},
"weighted_score": 83.5,
"reason": "文化出海标杆,IP价值高,二创空间大"
},
{
"id": 34,
"topic": "大学生兼职陪拍月入过万",
"source": "小红书热点",
"source_url": "https://www.xiaohongshu.com/explore",
"heat_score": 780000,
"dimensions": {
"market_heat": 68,
"ip_value": 78,
"controversy": 55,
"engagement": 82,
"conversion": 85
},
"weighted_score": 74.4,
"reason": "新职业类型,有故事性,种草属性强"
},
{
"id": 35,
"topic": "SpaceX星舰第五次发射成功",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1450000,
"dimensions": {
"market_heat": 82,
"ip_value": 70,
"controversy": 60,
"engagement": 80,
"conversion": 65
},
"weighted_score": 73.9,
"reason": "科技大事件,关注度高,但内容同质化严重"
},
{
"id": 36,
"topic": "景区无人机表演事故",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 920000,
"dimensions": {
"market_heat": 72,
"ip_value": 50,
"controversy": 85,
"engagement": 78,
"conversion": 40
},
"weighted_score": 67.8,
"reason": "突发事件,有新闻价值,但缺乏IP价值"
},
{
"id": 37,
"topic": "汉服婚礼成新潮流",
"source": "小红书热点",
"source_url": "https://www.xiaohongshu.com/explore",
"heat_score": 850000,
"dimensions": {
"market_heat": 70,
"ip_value": 85,
"controversy": 50,
"engagement": 88,
"conversion": 90
},
"weighted_score": 78.0,
"reason": "传统文化创新,内容精美,婚庆转化强"
},
{
"id": 38,
"topic": "明星直播带货翻车",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1280000,
"dimensions": {
"market_heat": 78,
"ip_value": 45,
"controversy": 95,
"engagement": 92,
"conversion": 60
},
"weighted_score": 75.4,
"reason": "娱乐话题,关注度高,槽点满满"
},
{
"id": 39,
"topic": "AI孙燕姿侵权争议",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1050000,
"dimensions": {
"market_heat": 75,
"ip_value": 60,
"controversy": 92,
"engagement": 85,
"conversion": 50
},
"weighted_score": 74.5,
"reason": "AI+音乐+版权多重话题,争议性强"
},
{
"id": 40,
"topic": "县城兴起共享茶室",
"source": "知乎热榜",
"source_url": "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total",
"heat_score": 580000,
"dimensions": {
"market_heat": 60,
"ip_value": 75,
"controversy": 55,
"engagement": 70,
"conversion": 72
},
"weighted_score": 67.1,
"reason": "新商业模式,有调研价值"
},
{
"id": 41,
"topic": "《庆余年2》收视率破纪录",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 2180000,
"dimensions": {
"market_heat": 92,
"ip_value": 98,
"controversy": 65,
"engagement": 95,
"conversion": 90
},
"weighted_score": 89.8,
"reason": "顶级IP续作,商业价值顶级,内容生态完整"
},
{
"id": 42,
"topic": "年轻人开始流行存钱",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 980000,
"dimensions": {
"market_heat": 74,
"ip_value": 55,
"controversy": 72,
"engagement": 80,
"conversion": 65
},
"weighted_score": 70.8,
"reason": "理财话题,贴近生活,但缺乏爆点"
},
{
"id": 43,
"topic": "多所高校推出AI课程",
"source": "知乎热榜",
"source_url": "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total",
"heat_score": 720000,
"dimensions": {
"market_heat": 68,
"ip_value": 62,
"controversy": 70,
"engagement": 72,
"conversion": 58
},
"weighted_score": 67.0,
"reason": "教育话题,专业性强但受众有限"
},
{
"id": 44,
"topic": "探店达人月收入曝光",
"source": "抖音热榜",
"source_url": "https://www.douyin.com/aweme/v1/web/hot/search/list/",
"heat_score": 890000,
"dimensions": {
"market_heat": 72,
"ip_value": 78,
"controversy": 68,
"engagement": 85,
"conversion": 80
},
"weighted_score": 76.9,
"reason": "职业揭秘类内容,好奇心驱动,转化路径清晰"
},
{
"id": 45,
"topic": "新能源汽车保费上涨",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 820000,
"dimensions": {
"market_heat": 70,
"ip_value": 42,
"controversy": 82,
"engagement": 72,
"conversion": 55
},
"weighted_score": 65.8,
"reason": "实用话题,但争议性有限"
},
{
"id": 46,
"topic": "虚拟主播塌房引争议",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1050000,
"dimensions": {
"market_heat": 75,
"ip_value": 68,
"controversy": 88,
"engagement": 88,
"conversion": 60
},
"weighted_score": 76.4,
"reason": "虚拟偶像话题,新鲜度高,槽点密集"
},
{
"id": 47,
"topic": "盲盒经济走向理性",
"source": "小红书热点",
"source_url": "https://www.xiaohongshu.com/explore",
"heat_score": 650000,
"dimensions": {
"market_heat": 62,
"ip_value": 70,
"controversy": 65,
"engagement": 75,
"conversion": 78
},
"weighted_score": 70.0,
"reason": "消费分析类内容,有数据支撑"
},
{
"id": 48,
"topic": "足浴店推出麻将服务",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 750000,
"dimensions": {
"market_heat": 68,
"ip_value": 65,
"controversy": 72,
"engagement": 82,
"conversion": 70
},
"weighted_score": 71.0,
"reason": "新奇商业模式,有话题性"
},
{
"id": 49,
"topic": "AI写作工具爆火",
"source": "抖音热榜",
"source_url": "https://www.douyin.com/aweme/v1/web/hot/search/list/",
"heat_score": 1120000,
"dimensions": {
"market_heat": 78,
"ip_value": 68,
"controversy": 75,
"engagement": 85,
"conversion": 82
},
"weighted_score": 78.3,
"reason": "工具类内容,需求明确,实用性强"
},
{
"id": 50,
"topic": "马拉松比赛中出现替跑",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 680000,
"dimensions": {
"market_heat": 65,
"ip_value": 45,
"controversy": 78,
"engagement": 70,
"conversion": 40
},
"weighted_score": 61.8,
"reason": "体育新闻,有话题性但缺乏IP价值"
},
{
"id": 51,
"topic": "退休老人成短视频主力军",
"source": "抖音热榜",
"source_url": "https://www.douyin.com/aweme/v1/web/hot/search/list/",
"heat_score": 920000,
"dimensions": {
"market_heat": 72,
"ip_value": 82,
"controversy": 55,
"engagement": 88,
"conversion": 75
},
"weighted_score": 75.7,
"reason": "银发经济赛道,故事性强,有温度"
},
{
"id": 52,
"topic": "电商平台运费险争议",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 850000,
"dimensions": {
"market_heat": 70,
"ip_value": 40,
"controversy": 88,
"engagement": 75,
"conversion": 55
},
"weighted_score": 67.9,
"reason": "消费者权益话题,关注度高"
},
{
"id": 53,
"topic": "国漫《哪吒2》票房突破50亿",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 2580000,
"dimensions": {
"market_heat": 96,
"ip_value": 98,
"controversy": 60,
"engagement": 95,
"conversion": 92
},
"weighted_score": 90.1,
"reason": "国漫巅峰之作,商业成功,IP价值顶级"
},
{
"id": 54,
"topic": "大学生流行Gap Year",
"source": "知乎热榜",
"source_url": "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total",
"heat_score": 780000,
"dimensions": {
"market_heat": 70,
"ip_value": 75,
"controversy": 78,
"engagement": 82,
"conversion": 60
},
"weighted_score": 73.8,
"reason": "生活方式话题,戳中年轻人痛点"
},
{
"id": 55,
"topic": "直播答题App重新上线",
"source": "抖音热榜",
"source_url": "https://www.douyin.com/aweme/v1/web/hot/search/list/",
"heat_score": 680000,
"dimensions": {
"market_heat": 65,
"ip_value": 58,
"controversy": 70,
"engagement": 78,
"conversion": 72
},
"weighted_score": 69.3,
"reason": "互动玩法,有怀旧属性"
},
{
"id": 56,
"topic": "明星健康体检报告泄露",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1150000,
"dimensions": {
"market_heat": 76,
"ip_value": 35,
"controversy": 90,
"engagement": 88,
"conversion": 30
},
"weighted_score": 67.9,
"reason": "娱乐话题,关注度高但缺乏正向价值"
},
{
"id": 57,
"topic": "VR游戏设备销量增长",
"source": "百度热搜",
"source_url": "https://top.baidu.com/board?tab=realtime",
"heat_score": 720000,
"dimensions": {
"market_heat": 68,
"ip_value": 72,
"controversy": 55,
"engagement": 75,
"conversion": 78
},
"weighted_score": 71.2,
"reason": "硬件赛道,测评内容需求大"
},
{
"id": 58,
"topic": "职场PUA话题持续发酵",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 1280000,
"dimensions": {
"market_heat": 80,
"ip_value": 55,
"controversy": 92,
"engagement": 90,
"conversion": 50
},
"weighted_score": 75.9,
"reason": "职场痛点话题,代入感强,传播性好"
},
{
"id": 59,
"topic": "社区食堂成养老新方案",
"source": "知乎热榜",
"source_url": "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total",
"heat_score": 620000,
"dimensions": {
"market_heat": 62,
"ip_value": 70,
"controversy": 60,
"engagement": 68,
"conversion": 65
},
"weighted_score": 65.6,
"reason": "民生话题,有社会价值但娱乐性弱"
},
{
"id": 60,
"topic": "游戏陪玩行业监管加强",
"source": "微博热搜",
"source_url": "https://weibo.com/aj/_hotsearch",
"heat_score": 780000,
"dimensions": {
"market_heat": 68,
"ip_value": 50,
"controversy": 85,
"engagement": 75,
"conversion": 55
},
"weighted_score": 68.4,
"reason": "行业规范话题,有新闻价值"
}
]
}