办公文具、办公耗材销售稳定度数据
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通过分析办公文具、办公耗材在不同省份的销售稳定系数与销售稳定级别，可为企业的市场决策提供有力支持。该分析广泛应用于以下场景： 评估产品销售表现：基于历史销售数据，全面了解各类产品在不同省份市场的销售稳定度，识别高波动性与高稳定性区域，科学预测未来需求趋势，从而合理平衡采购计划与库存管理，降低缺货或积压风险。1.数据采集：本数据集基于宏伟天马工业互联网平台，采集办公文具、办公耗材在不同省份、一级分类、销售产品、年份、Q1第一季度销售额（万元）、Q2第二季度销售额（万元）、Q3第三季度销售额（万元）、Q4第四季度销售额（万元）等信息。宏伟天马工业互联网平台和本数据集归属于浙江宏伟供应链集团股份有限公司。2.算法加工：计算QAS季度平均销售额（万元）=(Q1第一季度销售额（万元）+Q2第二季度销售额（万元）+Q3第三季度销售额（万元）+Q4第四季度销售额（万元）)/4，QV季度方差=((Q1第一季度销售额（万元）-QAS季度平均销售额（万元）)²+(Q2第二季度销售额（万元）-QAS季度平均销售额（万元）)²+(Q3第三季度销售额（万元）-QAS季度平均销售额（万元）)²+(Q4第四季度销售额（万元）-QAS季度平均销售额（万元）)²)/4,QSD季度标准差=（QV季度方差）½，用以计算SSC销售稳定系数=QSD季度标准差/QAS季度平均销售额； 利用SSC销售稳定系数来评价办公文具、办公耗材年度销售到该地区的SSL销售稳定级别，判断方法如下：若SSC销售稳定系数≥1.5，则SSL销售稳定级别为不稳定；若SSC销售稳定系数<1.5，则SSL销售稳定级别为稳定。
Analyzing the sales stability coefficients (SSC) and sales stability levels (SSL) of office stationery and office consumables across different provinces can provide robust support for enterprises' market decision-making. This analysis is widely applied in the following scenario: Evaluating product sales performance: Based on historical sales data, comprehensively understand the sales stability of various products in provincial markets, identify regions with high volatility and high stability, scientifically forecast future demand trends, thereby reasonably balancing procurement planning and inventory management to reduce the risks of stockouts and overstock. 1. Data Collection: This dataset is developed based on the Hongwei Tianma Industrial Internet Platform, collecting information including provinces, first-level product categories, sold products, sales years, Q1 (first quarter) sales revenue (in ten thousand yuan), Q2 (second quarter) sales revenue (in ten thousand yuan), Q3 (third quarter) sales revenue (in ten thousand yuan), Q4 (fourth quarter) sales revenue (in ten thousand yuan) for office stationery and office consumables. Both the Hongwei Tianma Industrial Internet Platform and this dataset belong to Zhejiang Hongwei Supply Chain Group Co., Ltd. 2. Algorithm Processing: Calculate the quarterly average sales (QAS, in ten thousand yuan) as the average of quarterly sales revenue across four quarters: (Q1_rev + Q2_rev + Q3_rev + Q4_rev)/4. Calculate the quarterly variance (QV) as [(Q1_rev - QAS)² + (Q2_rev - QAS)² + (Q3_rev - QAS)² + (Q4_rev - QAS)²]/4. Calculate the quarterly standard deviation (QSD) as the square root of QV. The sales stability coefficient (SSC) is computed as SSC = QSD / QAS. The sales stability level (SSL) for office stationery and office consumables sold in a given region annually is evaluated using SSC, with the following criteria: If SSC ≥ 1.5, the SSL is classified as "unstable"; if SSC < 1.5, the SSL is classified as "stable".
