养猪场乳猪死淘原因分析数据

通过量化分析养猪场乳猪死淘原因及各个类型占比数据，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：死淘总数=SUM(数量）根据死淘类型来统计各类型占比，腹泻占比=腹泻总数/死淘总数，急性链球菌占比=急性链球菌总数/死淘总数，疾病占比=疾病总数/死淘总数，弱残占比=弱残总数/死淘总数，瘦小占比=瘦小总数/死淘总数，压死占比=压死总数/死淘总数，胀气死亡占比=胀气死亡总数/死淘总数。

By quantitatively analyzing the causes of piglet culling and mortality and the proportion data of each type in pig farms, farms can accurately identify production bottlenecks and formulate improvement strategies. Data analysis helps optimize breeding methods and breeding environment improvement measures, while providing technical support and decision-making basis for breeding enterprises in the industry to enhance product quality and production efficiency. This promotes the development of the pig breeding industry toward a scientific, efficient, and model-replicable direction.
1. Data Source: Internal intelligent pig farm management platform of the enterprise
2. Data Collection: The enterprise collects on-site production data via the intelligent pig farm management platform, and conducts data cleaning by removing outliers and duplicate records to ensure data accuracy.
3. Algorithm Formulas: Total number of culled and deceased piglets = SUM(quantity). The proportions of each culling/mortality type are calculated as follows:
- Proportion of diarrhea cases = Total diarrhea cases / Total culled and deceased piglets
- Proportion of acute streptococcosis cases = Total acute streptococcosis cases / Total culled and deceased piglets
- Proportion of other diseases = Total disease cases / Total culled and deceased piglets
- Proportion of weak and disabled piglets = Total weak and disabled piglets / Total culled and deceased piglets
- Proportion of underweight piglets = Total underweight piglets / Total culled and deceased piglets
- Proportion of crushed deaths = Total crushed deaths / Total culled and deceased piglets
- Proportion of bloating-related deaths = Total bloating-related deaths / Total culled and deceased piglets

搜集汇总

背景与挑战

背景概述

该数据集记录了养猪场乳猪死淘的详细原因和统计数据，包含704条记录，涵盖腹泻、瘦小、压死等多种死淘类型及其占比，其中瘦小原因占比最高（54.89%）。数据来源于企业内部智能平台，通过清洗和算法计算占比，旨在帮助猪场精准识别生产瓶颈、优化养殖策略，提升产品质量和效率。