Demand prediction method and system, storage medium and electronic equipment

Abstract

The embodiment of the invention provides a demand prediction method and system, a storage medium and electronic equipment. The method comprises the following steps: obtaining a target object transaction number from order data information, and obtaining transaction volume feature data in a historical date; acquiring holiday and festival feature data under historical dates; determining a selected historical date according to a historical date selection rule, and calculating an average value of the transaction volume of the target object under the selected historical date to obtain average quantity feature data; and inputting the transaction volume feature data, the holiday and festival feature data and the average volume feature data into a demand prediction model, and predicting the target object demand quantity under the target date to obtain a prediction result. According to the invention, the future demand quantity of the site target object can be predicted, and the problem of unbalanced supply and demand can be avoided.

Description

technical field [0001] The present invention relates to the technical field of data analysis, in particular to a demand forecasting method, system, storage medium and electronic equipment. Background technique [0002] With the advent of the sharing era, shared items bring convenience to people's lives. Shared items usually need to be picked up and returned at a specific site. Affected by the flow of people and usage demand in the area where the site is located, different sites have different demands for shared items. This will cause some sites to have a shortage of shared items, while others have A situation of oversupply. Therefore, it is necessary to forecast the demand for shared items on the site, and to achieve the balance between the supply and demand of shared items by optimizing the number of shared items at the site. Contents of the invention [0003] The purpose of the embodiments of the present invention is to provide a demand forecasting method, system, stor...

AI Technical Summary

Problems solved by technology

Shared items usually need to be picked up and returned at a specific site. Affected by the flow of people and usage demand in the area where the site is located, different sites have different demands for shared items. This will cause some sites to have a shortage of shared items, while others have oversupply situation

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