NikitaSirotkin/airline-customer-reviews

---
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: 'airline_customer_reviews'
size_categories:
- n<1K
source_datasets:
- 'extended|https://www.kaggle.com/datasets/juhibhojani/airline-reviews'
tags:
- adaption
- preference-training
- travel
- transportation
- corporate-business
task_categories: []
task_ids: []
---

This dataset is a remastered version of this [dataset](https://www.kaggle.com/datasets/juhibhojani/airline-reviews) prepared using [Adaption's](https://frontend-pharos-app-dev.vercel.app/app/auth) Adaptive Data platform.

# airline_customer_reviews

This dataset contains a collection of customer reviews and feedback specifically regarding various airlines, such as Binter Canarias and Adria Airways. The entries include short textual statements ranging from positive comments about flight comfort to negative complaints about service quality. Each sample represents a direct user opinion or a label indicating the airline being reviewed.

### Dataset size

There are 655 data points in this dataset. This is a preference training dataset.

### Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 203.3%.

### Domain
- Travel (46%)
- Transportation (20%)
- Corporate-business (16%)

### Language
- English (100%)

### Tone
- Critical (26%)
- Informative (24%)
- Informal (22%)

### Evaluation Results

- **Quality Gains:**
<img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/769cb0e6-741c-45e3-b189-7c14df6a6f0e.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

- **Grade Improvement:**
<img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/df40da20-3bf1-4c10-a3fd-159fc3dca35d.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

- **Percentile Chart:**
<img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/7a61e6a6-3b66-4d0c-8127-3130eececc7f.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

annotations_creators: []
language:
- 英语
language_creators: []
license: []
multilinguality:
- 单语言（monolingual）
pretty_name: 'airline_customer_reviews'
size_categories:
- 数据量小于1000（n<1K）
source_datasets:
- 扩展自|https://www.kaggle.com/datasets/juhibhojani/airline-reviews
tags:
- 自适应（adaption）
- 偏好训练（preference-training）
- 旅游（travel）
- 交通出行（transportation）
- 企业商务（corporate-business）
task_categories: []
task_ids: []

本数据集是基于[原数据集](https://www.kaggle.com/datasets/juhibhojani/airline-reviews)重制而来，由[Adaption](https://frontend-pharos-app-dev.vercel.app/app/auth)的自适应数据平台制作完成。

# 航空乘客评论数据集（airline_customer_reviews）

本数据集收录了多家航空公司的乘客评论与反馈，涵盖Binter加那利航空、亚德里亚航空等航司。数据条目均为简短文本表述，内容覆盖从航班舒适度的正面评价到服务质量的负面投诉等各类用户评价。每条样本均包含用户的直接评价，或标注了被评论的航司名称。

### 数据集规模
本数据集共包含655个数据点，属于偏好训练（preference-training）数据集。

### 重制数据集质量
最终质量评级为A级，相对质量提升幅度达203.3%。

### 应用领域
- 旅游（travel）：46%
- 交通出行（transportation）：20%
- 企业商务（corporate-business）：16%

### 语言属性
- 英语（en）：100%

### 文本语调
- 批判性（Critical）：26%
- 信息性（Informative）：24%
- 非正式性（Informal）：22%

### 评估结果
- **质量提升情况：**

- **评级提升情况：**

- **百分位分布图：**