养猪场母猪分娩分析数据

通过量化分析养猪场母猪分娩数据及各异常产仔数占比，猪场可精准识别母猪生产瓶颈并制定改进策略提高母猪分娩健仔数量。根据数据分析从而优化养殖方式，改进养殖环境方法等，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：母猪分娩数据统计的时间段是2025年1月-6月，企业通过智能猪场管理平台采集在生产中产生的数据，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：健仔总数=SUM(健仔数）、死胎总数=SUM(死胎数）、木乃伊总数=SUM(木乃伊数）、畸形总数=SUM（畸形数）、弱仔总数=SUM（弱仔数），总产仔总数=SUM(总产仔),根据产仔类型来统计各类型占比，健仔数占比=健仔总数/总产仔总数，死胎数占比=死胎总数/总产仔总数，木乃伊数占比=木乃伊总数/总产仔总数，畸形数占比=畸形总数/总产仔总数，弱仔数占比=弱仔总数/总产仔总数。By quantitatively analyzing sow farrowing data and the proportion of abnormal litter outcomes in pig farms, farm operators can accurately identify sow production bottlenecks and formulate targeted improvement strategies to increase the number of healthy piglets per farrowing. Such data analysis can be used to optimize breeding methods and improve breeding environment practices, while providing technical support and decision-making basis for breeding enterprises in the industry to enhance product quality and production efficiency, thus promoting the development of the breeding industry towards a scientific, efficient and mode-transplantable direction. 1. Data Source: Internal intelligent pig farm management platform of the enterprise 2. Data Collection: The statistical period for sow farrowing data is from January to June 2025. The enterprise collects on-site production data via the intelligent pig farm management platform, and performs data cleaning by removing outliers and eliminating duplicate records to ensure data accuracy 3. Algorithmic Formulas: Total number of healthy piglets = SUM(Number of healthy piglets) Total number of stillborn piglets = SUM(Number of stillborn piglets) Total number of mummified piglets = SUM(Number of mummified piglets) Total number of malformed piglets = SUM(Number of malformed piglets) Total number of weak piglets = SUM(Number of weak piglets) Total number of born piglets = SUM(Total number of born piglets) Proportions of each litter type are calculated based on litter categories: Proportion of healthy piglets = Total number of healthy piglets / Total number of born piglets Proportion of stillborn piglets = Total number of stillborn piglets / Total number of born piglets Proportion of mummified piglets = Total number of mummified piglets / Total number of born piglets Proportion of malformed piglets = Total number of malformed piglets / Total number of born piglets Proportion of weak piglets = Total number of weak piglets / Total number of born piglets

搜集汇总

背景与挑战

背景概述

该数据集包含1143条母猪分娩记录，覆盖2025年1月至6月，详细记录了健仔数、死胎数等产仔类型数据及其占比。数据来源于企业智能猪场管理平台，用于量化分析母猪生产瓶颈，帮助优化养殖策略，提高健仔数量和整体生产效率。