荆州市跨境电商出口海外金额分析数据

通过系统录入的方式进行清洗、加工、汇总，汇总跨境销售每个月各区域各行业出口各个国家的出口金额，通过计算各个区域每个月出口金额的方差大小，以用来评价各个区域的出口情况，从而用于评估各区域所有企业的生产和出口策略，本行业所有企业可以通过往年数据了解本行业在该国的淡旺季，以平衡生产和出口数量。步骤1：统计跨境出口各个年度的每个月出口各个国家的出口金额（以美元/万元为单元），并依次用x1,x2...x12表示（一月出口金额=x1，x2...），并汇总计算得到当年的总出口金额=x。步骤2：计算月平均出口金额x̅=总出口金额x/12。步骤3：根据方差公式，计算方差s2={(x1-x̅)^2+(x2-x̅)^2+(x3-x̅)^2+…+(x12-x̅)^2}/12，结果取小数点后三位。步骤4：当方差s2小于0.5评价该国为出口超平稳型区域。当方差s大于等于0.5并且小于等于1评价该国为出口一般平稳型区域。当方差s2大于1评价该国为出口波动型区域。对于出口超平稳型区域，本行业所有企业无需时时关注该国行情，可每月保持好产品的生产和出口数量；对于出口一般平稳型区域，本行业所有企业需每季度关注该国行情，适应调整产品的生产和出口数量；而对于出口波动型区域，本行业所有企业需每月关注该国行情，了解淡旺季情况变化，大幅度调整产品的生产和出口数量

This dataset is cleaned, processed and aggregated through systematic data entry, which compiles the monthly export values to various countries for each region and industry in cross-border sales. The variance of the monthly export values of each region is calculated to evaluate the export performance of different regions, thereby assisting in assessing the production and export strategies of all enterprises within each region. All enterprises in the target industry can use historical data to understand the peak and off-peak seasons of their industry in a given country, so as to balance their production and export volumes.

Step 1: Count the annual monthly export values to each country in cross-border exports, denominated in units of USD per ten thousand yuan, denote them as x₁, x₂, ..., x₁₂ respectively (x₁ represents the export value in January, and so on), and calculate the total annual export value as x.
Step 2: Calculate the monthly average export value x̅ = total annual export value x / 12.
Step 3: Calculate the variance s² using the standard variance formula: s² = [(x₁ - x̅)² + (x₂ - x̅)² + (x₃ - x̅)² + … + (x₁₂ - x̅)²] / 12, and retain three decimal places for the final result.
Step 4: Classify regions based on the calculated variance: regions with s² < 0.5 are defined as ultra-stable export regions; regions with 0.5 ≤ s ≤ 1 are defined as generally stable export regions; regions with s² > 1 are defined as volatile export regions.

For ultra-stable export regions, all enterprises in the industry do not need to closely monitor local market trends and can maintain consistent product production and export volumes each month. For generally stable export regions, all enterprises in the industry need to follow local market trends every quarter and adjust product production and export volumes accordingly. For volatile export regions, all enterprises in the industry need to pay close attention to local market trends every month, grasp changes in peak and off-peak seasons, and make substantial adjustments to product production and export volumes.

搜集汇总

数据集介绍

特点

该数据集包含荆州市跨境电商出口海外的月度金额数据，涵盖2022年的出口情况，数据规模为1125条。通过计算月平均出口金额和方差，评估各区域的出口波动情况，帮助企业调整生产和出口策略。