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US Mobility

Introduction

It is critical to analyze and study the different aspects of population movement (mobility, trips and population at home) as it can provide meaningful insights to

  1. Understand spending and economical behavior to optimize business decisions such as marketing, staffing, advertising etc.
  2. Curb disease spread. Mobility information has been heavily studied to track COVID-19 spread [1][2]
  3. Better transport facilities and fleet / traffic management
  4. Better understanding on population/location based characteristics on movement dynamics

Data Source and Basic Transformations

The trips data is released by BTS

Country Level Time Series

Mobility Metrics vs Time

Image 1

  • 7 day periodicity observed in all data due to weekday/weekend differences

  • Lower mobility in winter months compared to summer months

  • Sharp drop observed at March 2020 due to nationwide restrictions and shutdown related to COVID

  • Increase in mobility/trips seen in Jun 2020 due to easing/lifting COVID based restrictions

Percentage of Country Population Staying At Home

Image 2

  • Higher % stay at home during weekends (also true in 2019)

  • Lower % during summer/fall months

County Level Insights

Image 3 Image 4 Image 5

Mobility Forecast

Mobility Reduction

Conclusions

References

[1] Kissler, S.M., Kishore, N., Prabhu, M. et al. Reductions in commuting mobility correlate with geographic differences in SARS-CoV-2 prevalence in New York City. Nat Commun 11, 4674 (2020). https://doi.org/10.1038/s41467-020-18271-5

[2] Measuring mobility to monitor travel and physical distancing interventions: a common framework for mobile phone data analysis Kishore, Nishant et al. The Lancet Digital Health, Volume 2, Issue 11, e622 - e628. https://doi.org/10.1016/S2589-7500(20)30193-X

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