快手平台广东省护肤子类目成交占比分析数据

采集快手平台订单数据并展开精细计算，了解护肤行业各子类目在广东省的销售情况，精准洞察市场需求，帮助从业者们能够清晰把握该省各子类目产品的热度与偏好，在产品研发、产能调配、市场布局等多方面做出科学决策，进而推动整个护肤行业从同质化竞争走向精细化、差异化运营。数据收集：收集快手平台24年1月-10月广东省销售相关的数据，包括订单来源、订单号，订单创建时间，三级类目等。
数据处理：对数据进行清洗、删除重复数据，处理缺失值，识别和处理异常值，确保数据的准确性和一致性。
数据分析：对数据进行统计分析，统计广东省护肤行业各子类目成交量，然后通过字段“三级类目”分别进行数据分析，唇部精华成交占比=唇部精华成交量/总成交量，以此类推。计算出各子类目在广东省的成交占比，重点成交类目喷雾，唇部精华，面部精华。

Collected order data from the Kuaishou platform and conducted meticulous calculations to analyze the sales performance of each skincare sub-category in Guangdong Province, accurately gain precise insights into market demands, help practitioners clearly grasp the popularity and consumption preferences of products under each sub-category in this province, make data-driven scientific decisions in product R&D, production capacity allocation, market layout and other aspects, thus driving the entire skincare industry away from homogeneous competition and toward refined and differentiated operations. Data Collection: Collected sales-related data of Guangdong Province from the Kuaishou platform between January and October 2024, covering order source, order number, order creation time, third-level category and other related fields. Data Processing: Cleaned the dataset, removed duplicate entries, addressed missing values, identified and handled outliers to guarantee the accuracy and consistency of the data. Data Analysis: Conducted statistical analysis on the dataset, calculated the transaction volume of each skincare sub-category in Guangdong Province, then performed segmented analysis based on the "third-level category" field. For example, the transaction proportion of lip serum = transaction volume of lip serum / total transaction volume, and so forth. The transaction proportion of each sub-category in Guangdong Province was then calculated, with key high-performing transaction categories including sprays, lip serums and facial serums.

搜集汇总

背景与挑战

背景概述

该数据集记录了快手平台2024年1月至10月广东省护肤子类目的成交数据，包括各子类目的成交量及占比，旨在帮助从业者分析市场需求和消费者偏好。数据规模为1641条，更新频次为按需更新。