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"chengde", "chengdu", "chenzhou", "chiayi", "chiayicounty", "chifeng", "chizhou", "chongqing", "chongzuo", "chuxiong", "chuzhou", "dali", "dalian", "dandong", "danzhou", "daqing", "datong", "daxinganling", "dazhou", "dehong", "deyang", "dezhou", "dingan", "dingxi", "diqing", "dongfang", "dongguan", "dongying", "enshi", "ezhou", "fangchenggang", "foshan", "fushun", "fuxin", "fuyang", "fuzhou", "fuzhou-jiangxi", "gannan", "ganzhou", "ganzi", "golog", "guangan", "guangyuan", "guangzhou", "guigang", "guilin", "guiyang", "guyuan", "haibei", "haidong", "haikou", "hainanzang", "haixi", "hami", "handan", "hangzhou", "hanzhong", "harbin", "hebi", "hechi", "hefei", "hegang", "heihe", "hengshui", "hengyang", "heyuan", "heze", "hezhou", "hinggan", "hohhot", "honghe", "hotan", "hsinchu", "hsinchucounty", "huaian", "huaibei", "huaihua", "huainan", "hualien", "huanggang", "huangnan", "huangshan", "huangshi", "huizhou", "huludao", "hulunbuir", "huyanghe", "huzhou", "jiamusi", "jian", "jiangmen", "jiaozuo", "jiaxing", "jiayuguan", "jieyang", "jilin", "jinan", "jinchang", "jincheng", "jingdezhen", "jingmen", "jingzhou", "jinhua", "jining", "jinzhong", "jinzhou", "jiujiang", "jiuquan", "jixi", "jiyuan", "kaifeng", "kaohsiung", "karamay", "kashgar", "keelung", "kekedala", "kizilsu", "kunming", "kunyu", "laibin", "langfang", "lanzhou", "ledong", "leshan", "lhasa", "liangshan", "lianyungang", "liaocheng", "liaoyang", "liaoyuan", "lijiang", "lincang", "linfen", "lingao", "lingshui", "linxia", "linyi", "lishui", "liupanshui", "liuzhou", "longnan", "longyan", "loudi", "luan", "luohe", "luoyang", "luzhou", "lvliang", "maanshan", "maoming", "meishan", "meizhou", "mianyang", "miaoli", "mudanjiang", "nagqu", "nanchang", "nanchong", "nanjing", "nanning", "nanping", "nantong", "nantou", "nanyang", "neijiang", "newtaipei", "ningbo", "ningde", "nyingchi", "ordos", "panjin", "panzhihua", "penghu", "pingdingshan", "pingliang", "pingtung", "pingxiang", "puer", "putian", "puyang", "qiandongnan", "qianjiang", "qiannan", "qianxinan", "qingdao", "qingyang", "qingyuan", "qinhuangdao", "qinzhou", "qiongzhong", "qiqihar", "qitaihe", "quanzhou", "qujing", "quzhou", "rizhao", "sanmenxia", "sanming", "sansha", "sanya", "shanghai", "shangluo", "shangqiu", "shangrao", "shannan", "shantou", "shanwei", "shaoguan", "shaoxing", "shaoyang", "shennongjia", "shenyang", "shenzhen", "shigatse", "shihezi", "shijiazhuang", "shiyan", "shizuishan", "shuanghe", "shuangyashan", "shuozhou", "siping", "songyuan", "suihua", "suining", "suizhou", "suqian", "suzhou", "suzhou-anhui", "tacheng", "taian", "taichung", "tainan", "taipei", "taitung", "taiyuan", "taizhou", "taizhou-zhejiang", "tangshan", "taoyuan", "tianjin", "tianmen", "tianshui", "tieling", "tiemenguan", "tongchuan", "tonghua", "tongliao", "tongling", "tongren", "tumushuke", "tuncheng", "turpan", "ulanqab", "urumqi", "wanning", "weifang", "weihai", "weinan", "wenchang", "wenshan", "wenzhou", "wuhai", "wuhan", "wuhu", "wujiaqu", "wuwei", "wuxi", "wuzhishan", "wuzhong", "wuzhou", "xiamen", "xian", "xiangtan", "xiangxi", "xiangyang", "xianning", "xiantao", "xianyang", "xiaogan", "xilingol", "xingtai", "xining", "xinxiang", "xinyang", "xinyu", "xinzhou", "xishuangbanna", "xuancheng", "xuchang", "xuzhou", "yaan", "yanan", "yanbian", "yancheng", "yangjiang", "yangquan", "yangzhou", "yantai", "yibin", "yichang", "yichun", "yichun-jiangxi", "yilan", "yili", "yinchuan", "yingkou", "yingtan", "yiyang", "yongzhou", "yueyang", "yulin", "yulin-shaanxi", "yuncheng", "yunfu", "yunlin", "yushu", "yuxi", "zaozhuang", "zhangjiajie", "zhangjiakou", "zhangye", "zhangzhou", "zhanjiang", "zhaoqing", "zhaotong", "zhengzhou", "zhenjiang", "zhongshan", "zhongwei", "zhoukou", "zhoushan", "zhuhai", "zhumadian", "zhuzhou", "zibo", "zigong", "ziyang", "zunyi"], "industries": ["KTV", "中医馆", "二手回收(如手机_家电_废品)", "五金加工厂", "五金店", "便利店", "停车场", "健身房", "儿童乐园", "剧本杀", "加油站", "发廊(男女理发_烫染)", "口腔诊所", "咖啡店", "地摊", "奶茶店(茶饮连锁)", "婚庆", "宠物医院", "宠物店", "宠物美容店", "家政公司", "家电专卖(线下门店)", "家电维修", "密室逃脱", "干果店", "开锁", "彩票店", "快递驿站", "快餐店(中式_西式)", "手机维修店", "打印店_图文快印", "按摩推拿", "搬家", "教育培训(K12或成人技能)", "教育机构(K12_兴趣培训)", "早餐店", "月子中心", "服装零售(线下门店)", "母婴店", "民宿", "汽车维修店", "洗浴中心", "洗衣店", "洗车行(洗车_汽车美容)", "火锅", "烘焙坊(面包蛋糕_甜品)", "烟酒店", "烧烤店", "照相馆(证件照_写真)", "牙科诊所", "玩具店", "珠宝店", "瑜伽馆", "生鲜超市", "电动车行", "电影院", "眼镜店", "纹身店(刺青艺术)", "综合诊所", "网吧(网咖)", "美发店", "美容院(生活美容)", "美甲美睫店", "自行车行", "花店", "药店(连锁药房)", "菜市场", "超市", "跨境电商3C(如手机配件_小家电)", "跨境电商独立站(服装_家居等)", "连锁药店", "酒吧", "酒店", "面馆", "鲜花店"]}, "cells_total": 28800, "cells_filled": 0, "fill_rate": 0.0, "note": "城市×行业 交叉页当前为 0：城页（SG）讲景点/美食/机会，行业页（CN）讲行业总线评分，两者互不交叉。已覆盖的只有两条「独立轴」：25 个城市页 + 75 个行业页。", "econ": {"axes_kind": "economic industry", "axes_source": "central.city_opportunities.industries (city-reported, 、 separated)", "industries": ["VR", "乳业", "互联网", "信息", "光电", "军工", "农业", "农牧", "农牧业", "冰雪产业", "冶金", "制造", "制造业", "化工", "医药", "商贸", "外贸", "大数据", "家电", "工程机械", "房地产", "数字经济", "文化", "文娱", "文旅", "新能源", "旅游", "显示面板", "民族手工业", 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The legacy city x local-service-category axis stays at 0 because those cross pages do not exist."}, "city_rows": [{"slug": "aba", "cn": "阿坝藏族羌族自治州", "en": "Aba", "tier": "tourist", "url": "https://infogap.store/china/aba/", "poi_total": 75, "poi_attr": 25, "poi_food": 25, "poi_hotel": 25, "status": "pending", "blocks": {"city_json": true, "district": true, "food": false, "opportunity": true, "scenic": false}, "data_status": "已评分", "industries": "电子、医药、金融、文旅"}, {"slug": "aksu", "cn": "阿克苏地区", "en": "Aksu", "tier": "tourist", "url": "https://infogap.store/china/aksu/", "poi_total": 75, "poi_attr": 25, "poi_food": 25, "poi_hotel": 25, "status": "pending", "blocks": {"city_json": true, "district": true, "food": false, "opportunity": true, "scenic": false}, "data_status": "已评分", "industries": "能源、旅游、商贸、农业"}, {"slug": "alaer", "cn": "阿拉尔", "en": "Aral", "tier": "other", "url": "https://infogap.store/china/alaer/", "poi_total": 75, "poi_attr": 25, "poi_food": 25, "poi_hotel": 25, "status": 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{"slug": "baicheng", "cn": "白城", "en": "Baicheng", "tier": "other", "url": "https://infogap.store/china/baicheng/", "poi_total": 75, "poi_attr": 25, "poi_food": 25, "poi_hotel": 25, "status": "pending", "blocks": {"city_json": true, "district": true, "food": false, "opportunity": true, "scenic": false}, "data_status": "已评分", "industries": "汽车、轨道客车、医药、农业"}, {"slug": "baise", "cn": "百色", "en": "Baise", "tier": "other", "url": "https://infogap.store/china/baise/", "poi_total": 75, "poi_attr": 25, "poi_food": 25, "poi_hotel": 25, "status": "pending", "blocks": {"city_json": true, "district": true, "food": false, "opportunity": true, "scenic": false}, "data_status": "已评分", "industries": "食品、铝业、电子、旅游"}, {"slug": "baisha", "cn": "白沙黎族自治县", "en": "Baisha", "tier": "other", "url": "https://infogap.store/china/baisha/", "poi_total": 75, "poi_attr": 25, "poi_food": 25, "poi_hotel": 25, "status": "pending", "blocks": {"city_json": true, "district": true, "food": false, "opportunity": true, 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"https://shengminglian.com.cn/seo_pages/%E7%BE%8E%E5%AE%B9%E9%99%A2%28%E7%94%9F%E6%B4%BB%E7%BE%8E%E5%AE%B9%29.html", "curve_dir": "无曲线数据", "curve_delta": null, "has_curve": false}, {"industry": "美甲美睫店", "url": "https://shengminglian.com.cn/seo_pages/%E7%BE%8E%E7%94%B2%E7%BE%8E%E7%9D%AB%E5%BA%97.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "自行车行", "url": "https://shengminglian.com.cn/seo_pages/%E8%87%AA%E8%A1%8C%E8%BD%A6%E8%A1%8C.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "花店", "url": "https://shengminglian.com.cn/seo_pages/%E8%8A%B1%E5%BA%97.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "药店(连锁药房)", "url": "https://shengminglian.com.cn/seo_pages/%E8%8D%AF%E5%BA%97%28%E8%BF%9E%E9%94%81%E8%8D%AF%E6%88%BF%29.html", "curve_dir": "无曲线数据", "curve_delta": null, "has_curve": false}, {"industry": "菜市场", "url": "https://shengminglian.com.cn/seo_pages/%E8%8F%9C%E5%B8%82%E5%9C%BA.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "超市", "url": "https://shengminglian.com.cn/seo_pages/%E8%B6%85%E5%B8%82.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "跨境电商3C(如手机配件_小家电)", "url": "https://shengminglian.com.cn/seo_pages/%E8%B7%A8%E5%A2%83%E7%94%B5%E5%95%863C%28%E5%A6%82%E6%89%8B%E6%9C%BA%E9%85%8D%E4%BB%B6_%E5%B0%8F%E5%AE%B6%E7%94%B5%29.html", "curve_dir": "无曲线数据", "curve_delta": null, "has_curve": false}, {"industry": "跨境电商独立站(服装_家居等)", "url": "https://shengminglian.com.cn/seo_pages/%E8%B7%A8%E5%A2%83%E7%94%B5%E5%95%86%E7%8B%AC%E7%AB%8B%E7%AB%99%28%E6%9C%8D%E8%A3%85_%E5%AE%B6%E5%B1%85%E7%AD%89%29.html", "curve_dir": "无曲线数据", "curve_delta": null, "has_curve": false}, {"industry": "连锁药店", "url": "https://shengminglian.com.cn/seo_pages/%E8%BF%9E%E9%94%81%E8%8D%AF%E5%BA%97.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "酒吧", "url": "https://shengminglian.com.cn/seo_pages/%E9%85%92%E5%90%A7.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "酒店", "url": "https://shengminglian.com.cn/seo_pages/%E9%85%92%E5%BA%97.html", "curve_dir": "上行", "curve_delta": 2.723, "has_curve": true}, {"industry": "面馆", "url": "https://shengminglian.com.cn/seo_pages/%E9%9D%A2%E9%A6%86.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}, {"industry": "鲜花店", "url": "https://shengminglian.com.cn/seo_pages/%E9%B2%9C%E8%8A%B1%E5%BA%97.html", "curve_dir": "走平", "curve_delta": 0.0, "has_curve": true}]}, "traffic": {"method": "对 /var/log/nginx 全部可读日志（含 .gz 轮转）逐行分类：self / scanner / search_bot / ai_crawler / unknown_external。CN 站点日志窗口 2026-09-13→09-21（9 天），SG 站点（infogap.access.log）窗口 2026-09-12→09-21（10 天）。", "self_rules": {"ip_prefix": ["127.", "123.249.92.", "123.249.105.", "121.69.", "43.128.104.100(SG自身)"], "ua_contains": ["lingxi-inventory/1.0", "internal-workstatus/1.0", "curl/", "infogap-sitemap-check", "infogap-indexnow-push", "Wget/", "python-requests"], "note": "121.69 段 = 本机专用浏览器的验收流量（用户 2026-09-21 确认自家）；123.249.92/105 与 127.0.0.0/8 = 服务器自访；SG 侧 43.128.104.100 = 该机自访自己公网 IP"}, "cn": {"window": "2026-09-13 → 2026-09-21", "log_files": {"access.log": 27989, "access.log.1": 48981, "access.log.2.gz": 36209, "access.log.3.gz": 7285, "access.log.4.gz": 1785, "access.log.5.gz": 4480, "access.log.6.gz": 5244, "access.log.7.gz": 4173, "access.log.8.gz": 7236}, "total_requests": 143382, "by_class": {"self": 118032, "scanner": 14984, "unknown_external": 7248, "search_bot": 978, "ai_crawler": 2140}, "geo_pages_by_class": {"self": 15273, "ai_crawler": 193, "unknown_external": 19, "scanner": 9, "search_bot": 4}, "geo_pages_total_non_self": 225, "geo_days": {"2026-09-13": {"self": 2344, "unknown_external": 2, "search_bot": 1}, "2026-09-14": {"self": 6, "search_bot": 1, "scanner": 1}, "2026-09-15": {"self": 8}, "2026-09-16": {"self": 9, "unknown_external": 1, "search_bot": 1, "scanner": 2}, "2026-09-17": {"self": 14}, "2026-09-18": {"self": 445}, "2026-09-19": {"self": 3680, "scanner": 5, "unknown_external": 1}, "2026-09-20": {"self": 5521, "unknown_external": 3, "scanner": 1, "search_bot": 1}, "2026-09-21": {"self": 3246, "unknown_external": 12, "ai_crawler": 193}}, "ai_crawler_identity": {"GPTBot/1.4 (OpenAI)": 749, "note": "74.7.227.9 / 74.7.227.26 等 OpenAI 段；193 次落在 /seo_pages/* 与 /geo/ 地图页上；来源 referer 含 https://www.shengminglian.com.cn 与 http://123.249.92.159"}, "search_bot_identity": {"Baiduspider": 1, "PetalBot": 12, "360Spider": 15, "note": "search_bot 全站 978 次，落在 geo 页面的只有 4 次"}, "human_evidence": "geo 页面 9 天内非自家、非机器人、非扫描器的请求 19 次（unknown_external）；逐条看过，均为境外机房 IP 的抓取/预览，无一条具备真实用户特征（无搜索来源 referer、无后续资源请求）", "control_observation": "同期 /qianchenxiaowu/（非 geo 产品页）在 2026-09-21 07:34 出现一波同秒并发、含真实中国电信上海住宅 IP（180.163.x / 183.241.25.145）的访问 —— 说明真实用户流量在本日志里是可识别的；geo 页面没有这种形态的流量"}, "sg": {"window": "2026-09-12 → 2026-09-21", "log_prefix": "infogap.access.log", "by_class": {"self": 30500, "datacenter_other": 9389, "possible_human": 5856, "scanner": 2021, "search_bot": 915, "ai_crawler": 705}, "days": {"2026-09-12": {"self": 8, "datacenter_other": 420, "possible_human": 253, "scanner": 84, "ai_crawler": 272, "search_bot": 53}, "2026-09-13": {"self": 12, "datacenter_other": 590, "possible_human": 357, "scanner": 248, "search_bot": 45, "ai_crawler": 297}, "2026-09-14": {"self": 1128, "datacenter_other": 1425, "possible_human": 631, "scanner": 74, "search_bot": 1, "ai_crawler": 2}, "2026-09-15": {"self": 97, "datacenter_other": 466, "possible_human": 430, "scanner": 515, "ai_crawler": 1}, "2026-09-16": {"self": 884, "datacenter_other": 1049, "possible_human": 339, "scanner": 96, "search_bot": 27, "ai_crawler": 1}, "2026-09-17": {"self": 495, "datacenter_other": 1317, "possible_human": 506, "scanner": 650, "search_bot": 7, "ai_crawler": 88}, "2026-09-18": {"self": 514, "datacenter_other": 501, "possible_human": 591, "scanner": 95, "search_bot": 47, "ai_crawler": 34}, "2026-09-19": {"self": 7171, "datacenter_other": 138, "possible_human": 1061, "scanner": 124, "search_bot": 602, "ai_crawler": 3}, "2026-09-20": {"self": 13978, "datacenter_other": 3263, "possible_human": 864, "scanner": 86, "search_bot": 115, "ai_crawler": 1}, "2026-09-21": {"self": 6213, "datacenter_other": 220, "possible_human": 824, "scanner": 49, "search_bot": 18, "ai_crawler": 6}}, "china_pages_by_class": {"/china/": {"self": 1450, "possible_human": 9, "datacenter_other": 22, "scanner": 8, "ai_crawler": 2, "search_bot": 2}, "/china/badaling/": {"self": 1427, "possible_human": 4, "datacenter_other": 11, "scanner": 5, "ai_crawler": 2, "search_bot": 2}, "/china/night/": {"self": 1411, "possible_human": 2, "datacenter_other": 7, "scanner": 2, "ai_crawler": 2, "search_bot": 2}, "/china/beijing/": {"self": 816, "possible_human": 4, "datacenter_other": 7, "scanner": 6, "ai_crawler": 2, "search_bot": 2}, "/china/shanghai/": {"self": 632, "possible_human": 4, "datacenter_other": 1, "scanner": 1}, "/china/xian/": {"self": 618, "possible_human": 2, "datacenter_other": 1, "scanner": 1}, "/china/chengdu/": {"self": 616, "possible_human": 1, "datacenter_other": 2, "scanner": 1}}, "possible_human_caveat": "5856 条 possible_human 逐条抽样后基本都是伪装成浏览器的抓取/预览：例如 Authorized-IP-HTTP-Checker、Palo Alto Networks 扫描、ForestEngine、CyberConvoyScout、visionheight.com/scan、fake iPhone UA 从腾讯云 IP 打首页。城市页上的 possible_human 只有 1–9 条/页/10 天。", "search_engine_referers": {"total": 44, "www.google.com": 27, "www.baidu.com": 16, "www.yahoo.com": 1, "verdict": "44 条里绝大多数落在 `/` 且来自机房 IP（华为云 1.94.x/124.70.x、腾讯云 43.x/49.x、146.190.81.240），形态是 SEO 工具/扫描器伪造 referer；无一条指向 /china/<城市>/ 页面。即：城市页 10 天内没有任何来自搜索结果的真实到访证据。"}}, "cost_reference": {"source": "/mnt/data/www/research/ads-scout-20260921.html（搜索工 2026-09-21 报告）", "cpc": {"google_search_shopping_typical_usd": "0.4–2.6", "google_b2b_usd": 10.27, "google_competitor_kw_usd": 12.8, "google_extreme_single_click_usd": 335.8, "meta_usd": "0.3–1.5", "reddit_usd": "0.13–0.19"}, "cpm": {"meta_healthy_usd": "9–25", "meta_observed_usd": "42–63", "reddit_usd": 9.65, "openai_ads_usd": 60}, "self_built_page": {"cash_cost_industry_page": 0.0, "cash_cost_city_page": null, "evidence": "行业页由静态生成器写出（/mnt/data/www/seo_pages/，20–30KB/页，无外部 API 调用）；城市页流水线 /opt/citypages/pipeline.py 逐城运行，queue.json 记录实测铺页耗时 218s–456s/城（机器时间，非现金）；翻译环节的 LLM 花费未入库 → 写「未知」"}, "fx_note": "报告原文为美元；按 1 美元 ≈ 7.1 元换算（换算率是假设，不是实测）"}}, "gaps": {"cells_considered": 26850, "scoring": "score = city_demand(0.45·GDP位 + 0.35·人口位 + 0.20·机会分) × industry_demand(上行1.0/走平0.55/下行0.25) ÷ 补页成本(有POI数据0.8 / 少量0.9 / 无数据1.4)", "top50": [{"city": "北京", "province": "北京", "industry": "KTV", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "中医馆", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "五金店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "便利店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "健身房", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "咖啡店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "宠物店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "家政公司", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "母婴店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "烧烤店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "牙科诊所", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "珠宝店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "北京", "province": "北京", "industry": "酒店", "city_demand": 0.962, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.22, "city_page_exists": true, "industry_page_exists": true, "poi_total": 975}, {"city": "上海", "province": "上海", "industry": "KTV", "city_demand": 0.961, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.1, "city_page_exists": true, "industry_page_exists": true, "poi_total": 646}, {"city": "上海", "province": "上海", "industry": "中医馆", "city_demand": 0.961, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.1, "city_page_exists": true, "industry_page_exists": true, "poi_total": 646}, {"city": "上海", "province": "上海", "industry": "五金店", "city_demand": 0.961, "industry_dir": "上行", "cost_factor": 0.8, "score": 120.1, "city_page_exists": 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