Nowcasting Unemployment Using Neural Networks and Multi-Dimensional Google Trends Data

Nowcasting Unemployment Using Neural Networks and Multi-Dimensional Google Trends Data

This article forms an attempt to expand the ability of online search queries to predict initial jobless claims in the United States and further explore the intricacies of Google Trends. In contrast to researchers who used only a small number of search queries or limited themselves to job agency expl...

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Bibliographic Details
Main Authors: Andrius Grybauskas, Vaida Pilinkienė, Mantas Lukauskas, Alina Stundžienė, Jurgita Bruneckienė
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Economies
Subjects:
LSTM
neural networks
unemployment
nowcasting
artificial intelligence
Google Trends
Online Access:https://www.mdpi.com/2227-7099/11/5/130

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https://www.mdpi.com/2227-7099/11/5/130

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