COVID-19 outbreak response: a first assessment of mobility changes in Italy following national lockdown

Pepe, Emanuele, Bajardi, Paolo, Gauvin, Laetitia, Privitera, Filippo, Lake, Brennan, Cattuto, Ciro, Tizzoni, Michele·2020·medRxiv

Cited by (370)

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  11. Social practices and energy use at home during the first Italian lockdown due to Covid-19
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  18. Empirical dynamics of railway delay propagation identified during the large-scale Rastatt disruption
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  19. Machine Learning–Based Prediction of Growth in Confirmed COVID-19 Infection Cases in 114 Countries Using Metrics of Nonpharmaceutical Interventions and Cultural Dimensions: Model Development and Validation
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  54. A city cluster risk-based approach for Sars-CoV-2 and isolation barriers based on anonymized mobile phone users' location data
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  71. Public Mobility Data Enables COVID-19 Forecasting and Management at Local and Global Scales
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  78. Unveiling the paths of COVID-19 in a large city based on public transportation data
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  79. Ordinary differential equations
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  87. Direct modelling from GPS data reveals daily-activity-dependency of effective reproduction number in COVID-19 pandemic
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  88. Population mobility change for controlling the transmission of COVID-19: mobile phone data analysis in nine cities of China
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  89. Italy on COVID-19: Response and Strategy
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  90. Public Mobility Data Enables COVID-19 Forecasting and Management at Local and Global Scales
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  92. COVID-19 and the economy: job loss and economic shutdown
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  94. Remaking time: Cultural semiotic transformations of temporality during the early days of the COVID-19 pandemic and lockdown
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  95. Varieties of Mobility Measures: Comparing Survey and Mobile Phone Data during the COVID-19 Pandemic
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  96. Away from the cities? A medium-to-long-term investigation of how the COVID-19 pandemic has changed population spatial patterns in Italy
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  97. Potential fields and fluctuation-dissipation relations derived from human flow in urban areas modeled by a network of electric circuits
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  98. Effect of COVID-19 infection related experiences on social behaviors when a state of emergency is declared: a cohort study
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  100. EPIC30M: An Epidemics Corpus of Over 30 Million Relevant Tweets
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