冷冻食品袋销售各个区域的金额分析数据

通过销帮帮CRM交易平台采集本公司冷冻食品袋的销售订单，将不同的销售订单以各个区县来划分，从而计算各个区县每个月的销售金额，再计算出12个月的销售金额的方差大小，方差大小用来评价各个区县的销售情况，从而用于评估所有企业的生产和销售策略，所有企业可以通过该数据了解冷冻食品袋在不同区县的销售行情，以平衡生产和销售冷冻食品袋数量。步骤1：通过销帮帮CRM交易平台采集本公司冷冻食品袋的销售订单，将不同的销售订单以区县来划分归类，从而将各年度每个月销售至不同区县的金额，从一月至十二月依次用x1,x2...x12表示，并汇总计算得到各个区县当年的总销售金额x。步骤2：计算各区县的月平均销售金额x̅=各个区县当年的总销售金额x/12。步骤3：根据方差公式计算方差s^2={(x1-x̅)^2+(x2-x̅)^2+(x3-x̅)^2+…+(x12-x̅)^2}/12，从而得到各个区县的方差s^2大小。步骤4：当方差s^2小于0.01评价该区域为销售超平稳型区域。当方差s^2大于等于0.01并且小于等于0.03评价该区域为销售一般平稳型区域。当方差s^2大于0.03评价该区域为销售波动型区域。对于销售超平稳型区域，所有企业无需时时关注该区域的行情，可每月保持好冷冻食品袋的生产和销售数量；对于销售一般平稳型区域，所有企业需每季度关注该区域的行情，适当调整冷冻食品袋的生产和销售数量；而对于销售波动型区域，所有企业需每月时时关注该区域的行情，了解该区域的销售行情变化，以适应大幅度调整冷冻食品袋的生产和销售数量变化。

This dataset is constructed by collecting sales orders of the company's frozen food packaging bags through the XiaoBangbang CRM trading platform. All sales orders are categorized by districts and counties, allowing the calculation of monthly sales revenue for each district and county. The variance of the 12-month sales revenue is then computed to evaluate the sales performance of each region, which supports all enterprises in evaluating their production and sales strategies. Enterprises can utilize this dataset to understand the sales trends of frozen food packaging bags across different regions, thereby balancing their production and sales quantities of frozen food packaging bags. The detailed construction steps are outlined below:
1. Step 1: Collect sales orders of the company's frozen food packaging bags via the XiaoBangbang CRM trading platform, classify these orders by districts and counties, label the monthly sales revenue of each district and county from January to December as x₁, x₂, ..., x₁₂, and calculate the total annual sales revenue x for each district and county.
2. Step 2: Compute the monthly average sales revenue of each district and county: $ar{x} = x / 12$, where x represents the total annual sales revenue of the target district and county.
3. Step 3: Calculate the variance $s^2$ using the standard variance formula: $s^2 = frac{(x_1 - ar{x})^2 + (x_2 - ar{x})^2 + (x_3 - ar{x})^2 + dots + (x_{12} - ar{x})^2}{12}$, thus obtaining the variance value $s^2$ for each district and county.
4. Step 4: Classify regions based on their variance values:
- "Super-stable sales region": when $s^2 < 0.01$;
- "Generally stable sales region": when $0.01 leq s^2 leq 0.03$;
- "Fluctuating sales region": when $s^2 > 0.03$.
Corresponding operational recommendations are provided for each category: For super-stable sales regions, enterprises do not need to closely monitor their sales trends and can maintain consistent production and sales volumes of frozen food packaging bags on a monthly basis. For generally stable sales regions, enterprises should monitor their sales trends quarterly and make appropriate adjustments to the production and sales volumes of frozen food packaging bags. For fluctuating sales regions, enterprises need to closely track their sales trends monthly to grasp changes in sales conditions and make substantial adjustments to the production and sales volumes of frozen food packaging bags accordingly.

搜集汇总

数据集介绍

特点

该数据集记录了冷冻食品袋在不同区域的销售金额数据，包含757条记录，每年更新。通过计算各区域月销售金额的方差，评估销售稳定性，为企业提供生产和销售策略参考。