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Analysis on Forecasting the Consumption of Telecom Customers -Study Based on the Kunming Data

机译：基于昆明数据预测电信客户消费的分析

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摘要

In this paper we extract 18, 950 cost standard customers from the original data of 29, 999 telecom customers from Kunming city and various counties, and make the time series model and logistic regression model, hoping to judge the customers' online situation and test the accuracy of the models respectively through the amount of consumption of the customers from the previous months. The purpose of this paper is to provide early warnings for telecom companies against "freak" customers whose charges and quantity of phone calls drop dramatically, so as to take relevant measures to let them stay on the line effectively.
机译：在本文中，我们从昆明市和各个县的原始数据提取18,950成本标准客户，从昆明市和各个县，并制作时间序列模型和逻辑回归模型，希望判断客户的在线情况并测试通过前几个月的客户消费量分别进行模型的准确性。本文的目的是为电信公司提供对针对“怪胎”客户的早期警告，其指控和数量的电话呼叫急剧下降，以便采取相关措施，让他们有效地留在线。

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