Urdu Consumer Demand Analysis Dataset

This dataset consists of 2931 rows and 5 columns, making it a valuable resource for research in the domain of sentiment analysis, language processing, and market demand analysis, with a specific focus on comments written in the Urdu language. The dataset is structured as follows: Usernames: This column contains usernames or identifiers associated with individuals who have provided comments in Urdu. Comment: In this column, you will find comments written in the Urdu language. These comments cover a wide range of topics, including user experiences, opinions, and feedback related to various products and services. Gender: This column captures the gender information of the users who left comments. Gender data can be instrumental in conducting gender-based analysis or understanding the perspectives of different user groups within the Urdu-speaking community. Brand (Laptop Brand): This column specifies the laptop brand or product that is the subject of the user comments written in Urdu. It helps categorize comments by brand, allowing for brand-specific analysis within the context of the Urdu-speaking audience. Label: The "Label" column provides labels or categories associated with the Urdu comments. These labels represent sentiment scores (e.g., positive (1), negative(0), neutral(2)). With this dataset containing usernames, Urdu language comments, gender information, laptop brand references, and associated labels, it serves as a comprehensive resource for research focused on sentiment analysis, market demand analysis, and linguistic studies within the Urdu-speaking community. Researchers can use this dataset to gain insights into user opinions, preferences, and language patterns in the context of product reviews and market analysis.本数据集包含2931条样本与5个字段，是情感分析、语言处理及市场需求分析领域研究的宝贵资源，其核心聚焦于乌尔都语（Urdu）撰写的评论内容。数据集结构如下： 1. 用户名（Usernames）：该字段存储发布乌尔都语评论的用户的用户名或身份标识。 2. 评论（Comment）：该字段收录以乌尔都语撰写的评论，内容覆盖用户针对各类产品与服务的体验、观点及反馈，涉及主题广泛。 3. 性别（Gender）：该字段记录发表评论的用户性别信息，可用于开展基于性别的分析，或探究乌尔都语使用者群体中不同用户群体的视角差异。 4. 品牌（笔记本电脑品牌）(Brand (Laptop Brand))：该字段指明用户评论所指向的笔记本电脑品牌或产品，支持按品牌对评论进行分类，便于在乌尔都语受众场景下开展特定品牌的针对性分析。 5. 标签（Label）：该字段为乌尔都语评论提供分类标签，此类标签对应情感评分（例如：积极（1）、消极（0）、中性（2））。 本数据集涵盖用户名、乌尔都语评论、用户性别信息、笔记本电脑品牌关联信息及对应情感标签，是面向乌尔都语社群开展情感分析、市场需求分析及语言学研究的综合性资源。研究人员可借助该数据集，获取产品评论与市场分析场景下的用户观点、偏好及语言模式相关的深入洞察。