养猪场母猪淘汰明细分析数据

通过量化分析养猪场母猪淘汰明细数据，根据各淘汰类型数据占比猪场可精准识别生产瓶颈并制定改进策略。根据数据分析从而优化养殖方式，改进养殖环境方法，优化整体生产节奏，减少产房空置时间等，同时也为产业内的养殖企业提高产品质量和生产效率提供技术支持和决策依据。促进养殖产业向科学、高效、模式可移植的方向发展。1.数据来源：企业内部智能猪场管理平台，2.数据采集：企业通过智能猪场管理平台采集2024年1月-2025年6月养猪场母猪淘汰明细数据，并对数据进行清洗，去除异常值、消除重复数据，确保数据的准确性 3.算法公式：产仔少占比=产仔少淘汰数/淘汰总数、长期不发情占比=长期不发情淘汰数/淘汰总数、流产占比=流产淘汰数/淘汰总数、产死胎占比=产死胎淘汰数/淘汰总数、脚痛（肢蹄病）占比=脚痛（肢蹄病）淘汰数/淘汰总数、屡配不孕占比=屡配不孕淘汰数/淘汰总数、老胎龄占比=老胎龄淘汰数/淘汰总数、流脓占比=流脓淘汰数/淘汰总数、久病淘汰占比=久病淘汰淘汰数/淘汰总数。This dataset is developed based on quantitative analysis of detailed culling data of sows in pig farms. By leveraging the proportion of each culling category, pig farms can accurately identify production bottlenecks and formulate targeted improvement strategies. Data analysis outcomes can optimize breeding practices, enhance breeding environment management, regulate overall production rhythm, reduce empty time of farrowing houses, and provide technical support and decision-making basis for breeding enterprises in the industry to improve product quality and production efficiency, thus promoting the breeding industry toward a scientific, efficient and model-transplantable development path. 1. Data Source: Internal intelligent pig farm management platform of the enterprise 2. Data Collection: The enterprise collects detailed culling data of sows in pig farms from January 2024 to June 2025 via the intelligent pig farm management platform, and conducts data cleaning by removing outliers and duplicate records to ensure data accuracy 3. Algorithm Formulas: Proportion of low litter size = Number of sows culled due to low litter size / Total number of culled sows Proportion of long-term anestrus = Number of sows culled due to long-term anestrus / Total number of culled sows Proportion of abortion = Number of sows culled due to abortion / Total number of culled sows Proportion of stillbirth = Number of sows culled due to stillbirth / Total number of culled sows Proportion of lameness (limb and hoof disease) = Number of sows culled due to lameness (limb and hoof disease) / Total number of culled sows Proportion of repeated breeding failure = Number of sows culled due to repeated breeding failure / Total number of culled sows Proportion of advanced maternal age = Number of sows culled due to advanced maternal age / Total number of culled sows Proportion of purulent infection = Number of sows culled due to purulent infection / Total number of culled sows Proportion of chronic illness = Number of sows culled due to chronic illness / Total number of culled sows

搜集汇总

背景与挑战

背景概述

该数据集记录了2024年1月至2025年6月养猪场母猪淘汰明细，包含712条数据，详细统计了淘汰原因如老胎龄、流脓等及其占比，用于分析生产瓶颈和优化养殖策略，提升产业效率。