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codes for: Alba, C., Pan, B., Yin, J. et al. COVID-19’s impact on visitation behavior to US national parks from communities of color: evidence from mobile phone data. Scientific Reports 12, 13398 (2022).

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Please cite as: Alba, C., Pan, B., Yin, J. et al. COVID-19’s impact on visitation behavior to US national parks from communities of color: evidence from mobile phone data. Scientific Reports 12, 13398 (2022). https://doi.org/10.1038/s41598-022-16330-z

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contains the codes.

Includes the features (extraction of POIs, data wrangling, computing of racial demographics) and models (such as the analysis and visualizations)

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Contains data

Note that only aggregated data could be displayed. Specific vistation-level data to each park at a cbg level could be obtained from SafeGraph's website. Refer to their terms of service for more info.

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codes for: Alba, C., Pan, B., Yin, J. et al. COVID-19’s impact on visitation behavior to US national parks from communities of color: evidence from mobile phone data. Scientific Reports 12, 13398 (2022).

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