宽温伺服电机优势型号识别数据

根据宽温伺服电机在浙江地区的销售数据，分析基于工作温度范围特征（如-55℃ - 85℃、-40℃ - 70℃、-20℃ - 60℃）和电机功率特征（如100W、200W、300W）的各型号销售占比，识别出优势型号。该数据可为制造商、经销商及零售商提供精准决策支持，帮助优化代理产品结构、区域库存管理、营销策略制定及供应链协同方案。1.数据收集和预处理：（1）数据收集：收集公司宽温伺服电机的销售数据，包括统计周期、产品名称、订单编号、销售区域、购买数量/个、工作温度范围、电机功率。（2）数据预处理：对收集的原始数据进行清洗。
2.计算销售总量：利用SUM函数将历史采集的购买数量累加得到总销量。
3.基于工作温度范围特征识别优势型号：（1）按工作温度范围分组（如-55℃ - 85℃、-40℃ - 70℃、-20℃ - 60℃等），计算各工作温度范围销售总量及占比。（2）比较各工作温度范围销售占比，占比最高的为基于工作温度范围的优势型号。
4.基于电机功率特征识别优势型号：（1）按电机功率分组（如100W、200W、300W等），计算各电机功率销售总量及占比。（2）比较各电机功率销售占比，占比最高的为基于电机功率的优势型号。

Based on the sales data of wide-temperature servo motors in Zhejiang Province, this dataset analyzes the sales proportion of each model based on two characteristic dimensions: operating temperature range (e.g., "-55℃ - 85℃", "-40℃ - 70℃", "-20℃ - 60℃") and motor power (e.g., "100W", "200W", "300W"), and identifies the dominant models. This dataset can provide accurate decision-making support for manufacturers, distributors and retailers, helping to optimize the structure of agency products, regional inventory management, marketing strategy formulation and supply chain collaboration schemes.

1. Data Collection and Preprocessing:
(1) Data Collection: Collect the sales data of the company's wide-temperature servo motors, including statistical cycle, product name, order number, sales region, purchase quantity (unit: piece), operating temperature range and motor power.
(2) Data Preprocessing: Clean the collected raw data.

2. Calculate Total Sales Volume: Use the SUM function to accumulate the historically collected purchase quantities to obtain the total sales volume.

3. Identify Dominant Models Based on Operating Temperature Range Characteristics:
(1) Group by operating temperature range (e.g., "-55℃ - 85℃", "-40℃ - 70℃", "-20℃ - 60℃", etc.), calculate the total sales volume and proportion of each operating temperature range.
(2) Compare the sales proportions of each operating temperature range, and the model with the highest proportion is the dominant model based on the operating temperature range.

4. Identify Dominant Models Based on Motor Power Characteristics:
(1) Group by motor power (e.g., "100W", "200W", "300W", etc.), calculate the total sales volume and proportion of each motor power.
(2) Compare the sales proportions of each motor power, and the model with the highest proportion is the dominant model based on the motor power.

搜集汇总

背景与挑战

背景概述

该数据集包含659条宽温伺服电机销售记录，每月更新，用于分析不同工作温度范围和电机功率的销售占比，识别优势型号，为制造商和经销商提供决策支持。