生猪产业电商市场分析数据集

数据集通过整合电商云多板块业务，已采用加密技术对个人敏感信息进行脱敏处理的生猪产品数据集合，包括：1、统计局、农业厅、海关、行业协会公开数据（如贵州省生猪定点屠宰量、存栏量、饲养成本与收益、进出口数据、人口数等）；2、电商平台公开交易数据（如生猪品类价格、销量、销售额）。数据清洗规则包括剔除异常值（如价格偏离市场均值50%的记录）、统一计量单位（如将“头/公斤”标准化），并按时间、地域、品类（如：猪肉类、猪骨类、猪副食品（如猪蹄、猪耳朵、猪大肠等））维度分类存储。最终通过基础统计分析（如成本-价格-收益-相关性、网络零售增长率）为客户输出定制化数据分析报告。

This dataset is a collection of pig product data integrated across multiple business segments of e-commerce cloud platforms, with personal sensitive information properly desensitized via encryption technologies. It includes two categories of publicly available data:
1. Data released by statistical bureaus, agricultural departments, customs authorities and industry associations, including but not limited to the designated pig slaughter volume, pig inventory, breeding costs and profits, import and export data and population figures in Guizhou Province;
2. Public transaction data from e-commerce platforms, covering the prices, sales volumes and sales revenues of pig product categories.

The data cleaning protocols include removing outliers (e.g., records where the price deviates by 50% from the market average), standardizing measurement units (e.g., unifying the unit of "head/kg"), and storing the data categorized by dimensions including time, region and product category (e.g., pork, pork bones, pig by-products such as pig trotters, pig ears, pig intestines, etc.).

Finally, customized data analysis reports are provided to clients based on basic statistical analyses, such as cost-price-profit correlation analysis and online retail growth rate analysis.

搜集汇总

背景与挑战

背景概述

生猪产业电商市场分析数据集是一个2GB规模、月更新的数据集，聚焦于生猪养殖、交易及消费全链条的线上化趋势。该数据集用于贵州市场生猪产业监测与政策制定，提供电商平台价格与销量数据，支持养殖企业、政府和电商平台进行数据分析和决策。数据结构包含日期、地区、平台、品牌、类目、店铺、商品、价格、销量和销售额等详细信息。