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Published on Monday, May 8, 2017 | Updated on Sunday, May 13, 2018

Document number 17/13

Tracking chinese vulnerability in real time using Big Data

We develop an indicator to track vulnerability sentiment in China. In order to ensure robustness and depth, we use a combination of traditional macroeconomic and financial time series with textual analysis using Big Data techniques.The index is composed by the following dimensions: state owned enterprises; shadow banking; housing market bubble and exchange rate market.

Associated documents for downloading

  • Report (PDF) Tracking-Chinese-Vulnerability-in-Real-Time-Using-Big-Data_Bank-of-England_Oct2017 English May 8, 2017

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