Survey Data - Cluster Analysis of Pet Owners

The "Cluster Analysis of Pet Owners" dataset, consisting of 250 entries, provides a detailed view of various dimensions of pet ownership. It contains Likert scale items answered from 1 - Strongly Disagree to 4 - Strongly Agree. It includes personal assessments of the impact pets have on owners' well-being, with statements like "Owning a pet has helped my health" and "Owning a pet adds to my happiness." Additionally, it captures attachment levels and the emotional bonds owners feel toward their pets through statements such as "I am very attached to my pet" and "My pet and I have a close relationship." This dimension reflects how pet ownership affects emotional well-being and connection, critical for understanding the strength of these owner-pet relationships.Beyond emotional bonds, the dataset explores the interaction frequency and nature between owners and pets, such as through statements like "I play with my pet quite often" and "I often take my pet along when I visit friends." A separate set of variables examines companionship, with items like "My pet is like a friend that can keep me from being lonely," highlighting pets' social and emotional roles. Furthermore, the dataset includes Recency, Frequency, and Monetary (RFM) metrics, likely indicating recent engagement levels, frequency of interaction, and expenditures on pets. This mix of emotional, social, and financial metrics provides a rich basis for clustering pet owners based on their behaviors, attachment levels, and perceived benefits of pet ownership."宠物主人聚类分析"数据集（Cluster Analysis of Pet Owners）包含250条条目，全面呈现了宠物饲养的多维度特征。该数据集采用李克特量表（Likert scale）条目，评分范围为1（完全不同意）至4（完全同意）。其中涵盖了主人对宠物影响自身福祉的个人评价，相关表述包括"饲养宠物有助于我的健康"与"饲养宠物提升了我的幸福感"。此外，数据集通过"我非常依恋我的宠物""我与我的宠物关系亲密"等表述，记录了主人对宠物的依恋程度与情感联结强度。这一维度反映了宠物饲养对主人情感福祉与宠物-主人联结的影响，是理解二者关系紧密程度的关键指标。除情感联结外，数据集还探讨了主人与宠物的互动频率与互动属性，例如通过"我时常与我的宠物玩耍""我拜访朋友时经常携带宠物同行"这类表述进行调研。另有一组变量聚焦于陪伴属性，相关条目如"我的宠物如同能帮我驱散孤独的挚友"，凸显了宠物的社交与情感支撑角色。此外，数据集还包含最近参与度、互动频率与宠物消费金额（Recency, Frequency, and Monetary，简称RFM）指标，该类指标可反映主人近期互动参与度、互动频率与宠物相关支出情况。这些融合了情感、社交与财务维度的多类指标，为基于主人行为特征、依恋程度与宠物饲养感知收益的宠物主人聚类分析提供了丰富的数据基础。