酒店评分、评论及回复文本数据集

酒店评分、评论及回复文本数据集

V1.0
最新更新:2026-02-22 17:54:05
样本数:500
文件大小:1.2G
文件格式:JSON
数据领域:文本
持有人:墨比乌斯公司
行业范围:酒店评分数据集,评论文本数据,互动对话数据集,情感分析,客户服务文本数据
适用方向:智能客服,情感分析,客户满意度调查
数据集介绍

近年来,随着旅游和在线预订市场的快速发展,酒店收到的顾客评论和反馈变得越来越重要。然而,这些文本数据的非结构化特性对数据分析和客户服务提出了挑战。目前的解决方案主要依赖于手动分析或简单的情感分析模型,难以处理海量数据并深入理解顾客需求。该数据集针对酒店行业存在的自动化客户服务和智能化分析需求,提供了一套高质量的评分、评论及回复文本数据,用于提升对话分析和情感判断的准确性。该数据集的文本是通过收集在线旅游平台上的公开评论和回复数据而获得,采集过程严格遵循隐私保护和数据合规要求。在质量控制方面,数据经过多轮标注与一致性检查,同时由语言学专家和行业顾问团队进行审核,确保了数据标注的一致性与准确性。标注团队由20名语言学背景的人员组成,具备丰富的文本数据处理经验。数据预处理包括去噪、分词、情感标注等步骤,使用最新的NLP技术工具进行处理。数据存储采用JSON格式,结构清晰,易于整合和扩展。

示例样本展示
[
  {
    "language": "EN",
    "content": "The hotel is located in the city center, a bustling area, yet very quiet. The room is exquisite and very clean. Upon entering, there is a faint scent of detergent, proving that the sheets and blankets are definitely clean. It feels very cozy.",
    "roomTypeName": "Standard Twin Room",
    "travelTypeText": "Family and Kids",
    "feedbackList": [
      {
        "content": "Walking together is fate; walking together is happiness. With your support and companionship, we feel both comforted and delighted. We will surely continue to work hard. Your satisfaction is our relentless pursuit.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Since I brought my child along for studying, I chose a hotel close to the subway to minimize walking. Reviews mentioned it was a bit noisy, and indeed, before getting up in the morning, the rumbling of the subway can be heard. But since I had to get up early anyway, this can be overlooked. After all, you can't have all the benefits of being close to the subway. Transfers are very convenient. The staff are very kind, enthusiastic, and thoughtful. The breakfast had everything it should and was quite good.",
    "roomTypeName": "Standard Queen Room",
    "travelTypeText": "Business Trip",
    "feedbackList": [
      {
        "content": "Dear guest, hello! Thank you for staying at Shanghai Global Harbor Mercure Hotel and giving us a full five-star rating. We wish you a happy life. The hotel is about a five-minute walk from Jinshajiang Road subway station, within walking distance to Global Harbor Shopping Center, and about a 20-minute drive to Nanjing West Road and the Bund to experience the charm of Shanghai. It is also about a 20-minute drive from Shanghai Hongqiao Airport and Hongqiao Railway Station. Convenient transportation makes it your best choice for travel and shopping.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "The window faces Global Harbor with a great view. Global Harbor has a very European style. At first glance, it looks very nice, but upon closer inspection, you can still see many traces of age. You can go to the rooftop to enjoy the breeze.",
    "roomTypeName": "Superior Queen Room",
    "travelTypeText": "Solo Travel",
    "feedbackList": [
      {
        "content": "Dear guest, hello! Thank you for staying at Shanghai Global Harbor Mercure Hotel and giving us a full five-star rating. We wish you a happy life. The hotel is about a five-minute walk from Jinshajiang Road subway station, within walking distance to Global Harbor Shopping Center, and about a 20-minute drive to Nanjing West Road and the Bund to experience the charm of Shanghai. It is also about a 20-minute drive from Shanghai Hongqiao Airport and Hongqiao Railway Station. Convenient transportation makes it your best choice for travel and shopping.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Overall review: very poor, seriously inconsistent with the Ctrip rating.\n1. The hotel's exterior signage is too small and hard to find, and the lobby is too small.\n2. The room soundproofing is extremely poor. It is right next to the ring road subway station, and the sound of the tracks is unbearable. The soundproofing facilities are terrible. I stayed three nights and informed the front desk that I needed a quiet room, but they assigned me the room closest to the tracks, which was simply unbelievable. The next day, they moved me to a middle double room, which was slightly better but still not good. I could clearly hear the neighbors moving and talking after midnight. The most ridiculous part was that I couldn't stay in the room during the day because the 15th floor above was undergoing demolition and moving, with nonstop noise. Taking a nap was impossible. I reported this to the front desk multiple times, but they said the 15th floor was not their hotel and they couldn't solve it. This service is just outrageous. I had to take the elevator myself to the 15th floor to negotiate with the workers to get a slight improvement. Also, outside the building, there was a piling machine digging trenches to install drainage pipes, and the noise was unbearable. I am extremely disappointed with this hotel.\n3. Breakfast was average, no highlights, the taste was so-so, and the variety and area were limited.\n4. The only highlight was a tall, handsome front desk staff member who was very enthusiastic when helping me with my luggage. Thank you.\n5. Based on my experience, the high rating of this hotel is quite puzzling. The 15th floor is about to be renovated. Guests who need a quiet environment should take note.",
    "roomTypeName": "Standard Queen Room",
    "travelTypeText": "Solo Travel",
    "feedbackList": [
      {
        "content": "Dear guest, hello! Thank you for staying at Shanghai Global Harbor Mercure Hotel and for your feedback. We are very sorry that your stay did not provide a good experience. Regarding the renovation on the 15th floor you mentioned, the hotel has already communicated with the person in charge to postpone the construction time to avoid disturbing guests. We also apologize for not providing you with a satisfactory solution immediately upon receiving your feedback. We will train our staff to prevent similar situations in the future. Thank you again for your feedback, which helps us recognize our shortcomings. We will strive to improve quality and service as soon as possible and look forward to welcoming you again! Wishing you a happy life.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "",
      "ratingAll": "1.5",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Exceeded expectations, the room was tidy and clean, with free late-night snacks and fruit, very thoughtful~",
    "roomTypeName": "Standard Twin Room",
    "travelTypeText": "Business Trip",
    "feedbackList": [
      {
        "content": "Life is a series of encounters, all great fate. Thank you very much for your support. May Mercure accompany you to share wonderful moments on your future journeys!",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Visiting Shanghai for the patchwork exhibition was a very nice stay. The cleaning staff was very enthusiastic and polite. The front desk lady had a beautiful smile and even gave me breakfast and a gift, plus extended my checkout time~~",
    "roomTypeName": "Standard Twin Room",
    "travelTypeText": "Friends traveling",
    "feedbackList": [
      {
        "content": "Dear guest, hello! Thank you for staying at Shanghai Global Harbor Mercure Hotel and giving us a full five-star rating. We wish you a happy life. The hotel is about a five-minute walk from Jinshajiang Road subway station, within walking distance to Global Harbor Shopping Center, and about a 20-minute drive to Nanjing West Road and the Bund to experience the charm of Shanghai. It is also about a 20-minute drive from Shanghai Hongqiao Airport and Hongqiao Railway Station. Convenient transportation makes it your best choice for travel and shopping.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Convenient transportation, close to Jinshajiang Road subway station, right next to Global Harbor. The room supplies were very clean. The water, tea, and coffee packets provided were nice. It seems Mercure is a brand above Jiudian All Seasons.",
    "roomTypeName": "Standard Twin Room",
    "travelTypeText": "Business Trip",
    "feedbackList": [
      {
        "content": "Dear guest, thank you for choosing us! Every positive review warms Mercure's heart. Thank you for your support and love. Having you accompany us makes us feel very warm! Mercure will continue to work hard to provide you with better service. We look forward to serving you again. Wishing you happiness every day!",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Convenient travel, just a walk to the subway, right opposite Global Harbor. The room is fully equipped, clean, and tidy.",
    "roomTypeName": "Guest Suite",
    "travelTypeText": "Business Trip",
    "feedbackList": [
      {
        "content": "Dear guest, hello! Thank you for staying at Shanghai Global Harbor Mercure Hotel and giving us a full five-star rating. We wish you a happy life. The hotel is about a five-minute walk from Jinshajiang Road subway station, within walking distance to Global Harbor Shopping Center, and about a 20-minute drive to Nanjing West Road and the Bund to experience the charm of Shanghai. It is also about a 20-minute drive from Shanghai Hongqiao Airport and Hongqiao Railway Station. Convenient transportation makes it your best choice for travel and shopping.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "The room was clean, the front desk service was excellent, and Auntie Sheng from housekeeping was warm and enthusiastic. A very pleasant stay!",
    "roomTypeName": "Standard Queen Room",
    "travelTypeText": "Solo Travel",
    "feedbackList": [
      {
        "content": "Time flows silently like water. Happiness is a blessing, meeting you is luck. We look forward to your next visit to witness Mercure's growth together.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Excellent",
      "ratingAll": "5.0",
      "ratingMax": 5
    }
  },
  {
    "language": "EN",
    "content": "Very convenient access, within 300 meters of the hotel are subway lines 3, 4, and 13. The rail transit is convenient. There is also the famous Global Harbor Shopping Center for one-stop shopping, dining, and entertainment. The service attitude is also good.",
    "roomTypeName": "Standard Queen Room",
    "travelTypeText": "Solo Travel",
    "feedbackList": [
      {
        "content": "Dear guest, hello! Thank you for staying at Shanghai Global Harbor Mercure Hotel and for your feedback. We are glad to receive your recognition, but a little regretful that you did not give us a full five-star rating. The hotel will work hard to identify shortcomings and strive to earn your full five-star recognition soon. We look forward to seeing you again soon. Wishing you a happy life. The hotel is about a five-minute walk from Jinshajiang Road subway station, within walking distance to Global Harbor Shopping Center, about a 20-minute drive to Nanjing West Road and the Bund to experience the charm of Shanghai, and about a 20-minute drive from Shanghai Hongqiao Airport and Hongqiao Railway Station. Convenient transportation makes it your best choice for travel and shopping.",
        "language": "EN"
      }
    ],
    "ratingInfo": {
      "commentLevel": "Very good",
      "ratingAll": "4.5",
      "ratingMax": 5
    }
  }
]
数据结构总览
字段类型描述
文件名string文件名
评论文本text用户对酒店进行的评分和评论的详细文字内容。
回复语言string标识酒店回复内容所使用的语言类型
回复内容string酒店对用户评价作出的具体回复文字内容
评分信息Object汇总用户对酒店的各类评分相关数据,为对象数据类型
酒店回复列表Array酒店针对用户评价的回复内容集合,为数组数据类型
出行类型string标识用户本次出行的类别,区分出行目的
房型名称string记录用户实际入住的酒店具体房型
评价内容string用户对酒店入住体验的核心描述,含入住感受、细节体验等
语言string标识评价内容所使用的语言类型
评价等级string基于用户评分判定的酒店评价等级,如优秀、很好等
综合评分string用户对酒店的整体打分结果,为字符串型数值
满分分值int该酒店评分体系中的最高可得分值,为数值类型
授权与合规说明
项目内容
授权类型CC-BY-NC-SA 4.0(非商业署名共享)
商业使用需申请专属订阅或授权合同(支持按月/按调用次数收费)
隐私与脱敏无PII,无真实公司名,模拟场景均符合行业标准
合规体系中国《数据安全法》 / 欧盟GDPR / 企业数据可访问日志支持

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