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Universal scaling of human flow remain unchanged during the COVID-19 pandemic

Published Online: 2021-10-10

Published Print: 2021-12

Authors

Shida, Yohei

Takayasu, Hideki

Havlin, Shlomo

Takayasu, Misako http://orcid.org/0000-0002-2467-614X
Funding

Funding for this research was provided by:

Grant-in-Aid for Scientific Research (18H01656)

Israel Science Foundation (189/19)

China-Israel Science Foundation (3132/19)

Japan Science Foundation with MOST, BSF-NSF, ARO, the BIU Center for Research in Applied Cryptography and Cyber Security, and DTRA (HDTRA-1-19-1-0016)
License Information

Text and Data Mining valid from 2021-10-10

Version of Record valid from 2021-10-10
More Information

Article History

Received: 27 April 2021

Accepted: 11 September 2021

First Online: 10 October 2021

Declarations

:

: The GPS data we analyzed are anonymized and no personal information is included. Our analyses focus on macroscopic human flow patterns, so there is no need for informed consent.

: The authors declare that they have no competing interests.

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