西点盒在全国的需求价格弹性分析数据

为更好了解不同区域对西点盒的市场需求情况，现对西点盒的需求弹性数据进行采集计算。采集西点盒在各个月的需求数据和价格数据，得到该西点盒的需求价格弹性，如果西点盒需求量变动的比率大于价格变动的比率，那么西点盒需求富有弹性，说明顾客对于价格变化的敏感程度，弹性越大，需求对价格变化越敏感，本行业的所有企业可以适当的降低西点盒价格来获得较多的收益。如果西点盒需求缺乏弹性，本行业的所有企业可以适当的提高西点盒价格来获得较多的收益，该项数据对本行业所有企业的市场营销决策有重要意义。数据采集：采集相关西点盒在各个月的需求数据和价格数据，按照区域进行整理归纳，得到该西点盒在不同区域的需求量变动数值和价格变化数值。 2.算法规则：对采集得到的数据按照如下公式进行计算：需求弹性系数Ed=-(△Q/Q)÷(△P/P），得到需求弹性系数。式中：Q表示产品的需求量，单位为个；P表示产品的价格，单位为元；△Q表示需求量同比变动值，单位为个；△P表示价格同比变动值，单位为元。取需求弹性系数的绝对值|Ed|作为分析数据时的参考系数。 3.数据分析：根据|Ed|的数值可分析该西点盒的需求价格弹性。（1）0<|Ed|<1（需求缺乏弹性），说明需求量变动幅度小于价格变动幅度；（2）|Ed|=1（单位需求价格弹性），说明需求量变动幅度与价格变动幅度相同，这表示价格每提高1%或降低1%,需求量会相应地减少或增加1%；（3）|Ed|>1（需求富有弹性），说明需求量变动幅度大于价格变动幅度；（4）|Ed|=0（需求完全无弹性），说明需求量变动幅度对价格变动幅度没有影响。

To gain a better understanding of the market demand for pastry boxes across different regions, this dataset collects and calculates demand price elasticity data for pastry boxes. Specifically, monthly demand and price data of pastry boxes are collected to derive the price elasticity of demand for such products.

If the percentage change in the quantity demanded of pastry boxes exceeds the percentage change in their price, the demand for pastry boxes is considered price elastic. This indicates that customers are highly sensitive to price fluctuations: the greater the elasticity, the more sensitive demand is to price changes. In this case, all enterprises in the industry can appropriately lower the price of pastry boxes to achieve higher revenue. Conversely, if the demand for pastry boxes is price inelastic, all enterprises in the industry can appropriately raise the price of pastry boxes to gain higher revenue. This dataset holds significant importance for the marketing decision-making of all enterprises in the pastry box industry.

1. Data Collection: Collect monthly demand and price data of relevant pastry boxes, then organize and summarize the data by region to obtain the changes in quantity demanded and price of pastry boxes across different regions.

2. Algorithm Rules: Calculate the collected data using the following formula to obtain the demand elasticity coefficient:
[ E_d = -frac{Delta Q / Q}{Delta P / P} ]
Where:
- ( Q ): Quantity demanded of the product, unit: piece
- ( P ): Price of the product, unit: yuan
- ( Delta Q ): Year-on-year change in quantity demanded, unit: piece
- ( Delta P ): Year-on-year change in price, unit: yuan
The absolute value ( |E_d| ) of the demand elasticity coefficient is taken as the reference coefficient for data analysis.

3. Data Analysis: Analyze the price elasticity of demand for pastry boxes based on the value of ( |E_d| ):
(1) ( 0 < |E_d| < 1 ) (Price inelastic demand): Indicates that the magnitude of change in quantity demanded is smaller than the magnitude of change in price;
(2) ( |E_d| = 1 ) (Unitary price elasticity of demand): Indicates that the magnitude of change in quantity demanded is exactly the same as the magnitude of change in price, meaning that a 1% increase or decrease in price will lead to a corresponding 1% decrease or increase in quantity demanded;
(3) ( |E_d| > 1 ) (Price elastic demand): Indicates that the magnitude of change in quantity demanded is greater than the magnitude of change in price;
(4) ( |E_d| = 0 ) (Perfectly inelastic demand): Indicates that changes in quantity demanded have no impact on price fluctuations.

搜集汇总

背景与挑战

背景概述

该数据集记录了西点盒在全国范围内的需求价格弹性分析数据，包含533条记录，每月更新，涵盖产品规格、区域、需求量和价格等字段，通过计算需求弹性系数帮助企业评估价格敏感度，优化市场营销策略。数据集基于标准算法计算弹性，支持企业根据弹性类型（如缺乏弹性或富有弹性）调整定价，以提升收益。