Performance correlation analysis of business-to-business transactions and its application to corporate growth forecast

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  • 企業間取引の業績相関分析と取引情報を取り込んだ企業成長予測

Abstract

<p>It is important in practice to predict growing companies from data. The purpose of this study is to investigate the performance correlation between companies and apply it to the corporate growth forecast. We use the transaction data of TOKYO SHOKO RESEARCH, LTD as well as the financial data. We found that there is a positive correlation between sales growth rates between companies. Then we performed machine learning analysis for corporate growth forecast including business partner information of forecasting companies. As a result, we confirmed that the performance of prediction is improved. Finally, we compared the results of two cases with/without the information of the business partner.</p>

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