Hairstyle Survey Dataset

This dataset was developed from an online survey conducted with 44 participants, designed to study hairstyle preference patterns across three styles: Traditional Full Man Bun, Anime-inspired Hairstyle, and Modern Ponytail Hairstyle. Participants viewed short video samples of each hairstyle and reported their preferences. To achieve a balanced dataset size, 6 synthetic entries were added, totaling 50 records. The dataset is intended for exploratory and inferential analysis, not for predictive modeling, as the sample size may be insufficient for robust machine learning applications. The dataset contains 10 columns, each representing specific attributes of the participants or their responses: Column Description Name Participant’s name Gender Male or Female Watches_anime Familiarity with anime and related hairstyles (Yes/No) Relation Relationship of the participant with the surveyor (used to assess bias) Hairstyle_length_of_participant Participant’s own hairstyle length Cultural_background Participant’s cultural or regional background Survey_medium Mode of survey administration (Online) Liked_hairstyle_complexity Perceived difficulty of creating the preferred hairstyle Liked_hairstyle_length Preferred hair length (Short/Medium/Long) Liked_hairstyle_type Chosen hairstyle category (Traditional/Anime/Modern)本数据集源自一项面向44名参与者开展的线上调查，旨在探究三类发型的偏好模式：传统全男士丸子头（Traditional Full Man Bun）、动漫灵感发型（Anime-inspired Hairstyle）以及现代马尾发型（Modern Ponytail Hairstyle）。参与者需观看每种发型的短视频样本，并反馈自身偏好。为平衡数据集规模，我们额外添加了6条合成数据，最终总记录数达50条。本数据集仅适用于探索性与推断性分析，而非预测建模——因样本量不足以支撑稳健的机器学习应用。 本数据集共包含10个字段，各字段对应参与者的特定属性或调研反馈如下： 字段（Column） 说明（Description） 姓名（Name） 参与者姓名 性别（Gender） 参与者性别（男/女） 动漫接触度（Watches_anime） 对动漫及相关发型的熟悉程度（是/否） 调查关系（Relation） 参与者与调研者的关系（用于评估偏差） 参与者自身发型长度（Hairstyle_length_of_participant） 参与者自身的发型长度 文化背景（Cultural_background） 参与者的文化或地域背景 调研实施方式（Survey_medium） 调研实施方式（线上） 偏好发型制作难度感知（Liked_hairstyle_complexity） 对偏好发型制作难度的感知 偏好发型长度（Liked_hairstyle_length） 偏好的发型长度（短/中/长） 选定发型类别（Liked_hairstyle_type） 选定的发型类别（传统/动漫/现代）