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[]
[null,null,null,null,null,null,null,"Copyright © 2021 Society of Actuaries"]
[null,"A Tool for Graphing Google's Global, Country-Level Mobility Data"]
[null,"Google's mobility data can be downloaded from here: https://www.google.com/covid19/mobility/"]
[null,"Documentation is available here: https://www.google.com/covid19/mobility/data_documentation.html?hl=en"]
[]
[null,"This tool creates graphs of Google's moblity data. This version of the tool contains global, country-level data from February 15, 2020 through September 9, 2021."]
[null,"Going forward, the tool will be updated each month to reflect the latest available mobility data."]
[null,"Google compiles the mobility dataset using anonymized information from cell phone users who have turned on their \"Location History\" setting."]
[null,"The data shows how visitors to (or time spent in) categorized places change compared to the baseline period, where the baseline was computed"]
[null,"with data from January 3, 2020 to February 6, 2020."]
[]
[null,"Tab","Description"]
[null,"Graph","Plot time series of country-level mobility data. The x-axis represents time, while the y-axis represents the mobility data."]
[null,"Map","Display the mobility data on a map of the world."]
[null,"Data","Google mobility data for each country with data, from February 15, 2020 through September 9, 2021."]
[]
[null,"If you publish results based on the mobility data, please add the following attribution:"]
[]
[null,null,"Google LLC \"Google COVID-19 Community Mobility Reports\"."]
[null,null,"https://www.google.com/covid19/mobility/ Accessed: <date>"]

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[]
[null,"Graph of Country-Level Google Mobility Data: % Change Relative to Baseline Period"]
[]
[]
[]
[]
[null,{"$f":"B8 & \" \" &B9","v":"United States workplaces"},"Data Label to Show on Graph"]
[null,"United States","Select Country"]
[null,"workplaces","Select Mobility Data"]
[null,14,"Days in Moving Average (*)"]
[null,"2020-03-01","First Day to Graph"]
[null,"2021-09-09","Last Day to Graph"]
[]
[]
[]
[null,"(*) If you set \"Days in Moving Average\" equal to \"5\","]
[null,"for example, then the time series plotted on the "]
[null,"graph will be a lagged 5-day moving average. The value"]
[null,"shown for May 15 will be equal to the average computed"]
[null,"from May 11 through May 15. You may set the moving average"]
[null,"parameter to any value between 1 and 14. A value of 1 indicates"]
[null,"that the time series is not a moving average, but rather is simply"]
[null,"the data itself, without any averaging period."]
[]
[]
[]
[]
[null,null,null,"United States transit_stations","United States workplaces"]
[null,null,"2020-03-01",2.4,0.1]
[null,null,"2020-03-02",3.1,2]
[null,null,"2020-03-03",3.3,2.1]
[null,null,"2020-03-04",3.4,2.2999999999999998]
[null,null,"2020-03-05",3.5,2.5]
[null,null,"2020-03-06",3.6,2.6]
[null,null,"2020-03-07",3.7,2.7]
[null,null,"2020-03-08",3.7,2.7]
[null,null,"2020-03-09",3.6,2.5]
[null,null,"2020-03-10",3.2,2.2000000000000002]
[null,null,"2020-03-11",2.9,2]
[null,null,"2020-03-12",2.1,1.6]
[null,null,"2020-03-13",1.1000000000000001,1]
[null,null,"2020-03-14",-0.1,0.6]
[null,null,"2020-03-15",-1.6,-0.1]
[null,null,"2020-03-16",-3.3,-1.7]
[null,null,"2020-03-17",-5.4,-3.8]
[null,null,"2020-03-18",-7.6,-6.2]
[null,null,"2020-03-19",-10.4,-8.8000000000000007]
[null,null,"2020-03-20",-13.1,-11.5]
[null,null,"2020-03-21",-16.2,-13.6]
[null,null,"2020-03-22",-19.7,-15.9]
[null,null,"2020-03-23",-23,-18.899999999999999]
[null,null,"2020-03-24",-26.1,-21.9]
[null,null,"2020-03-25",-29.3,-25.1]
[null,null,"2020-03-26",-32.299999999999997,-28.3]
[null,null,"2020-03-27",-35.1,-31.1]
[null,null,"2020-03-28",-37.9,-33.4]
[null,null,"2020-03-29",-40.6,-35.6]
[null,null,"2020-03-30",-42.6,-37.6]
[null,null,"2020-03-31",-44.2,-39.200000000000003]
[null,null,"2020-04-01",-45.5,-40.5]
[null,null,"2020-04-02",-46.6,-41.7]
[null,null,"2020-04-03",-47.6,-42.7]
[null,null,"2020-04-04",-48.6,-43.6]
[null,null,"2020-04-05",-49.3,-44.3]
[null,null,"2020-04-06",-49.6,-44.9]
[null,null,"2020-04-07",-50,-45.4]
[null,null,"2020-04-08",-50.3,-45.7]
[null,null,"2020-04-09",-50.7,-46.1]
[null,null,"2020-04-10",-51.1,-46.8]
[null,null,"2020-04-11",-51.1,-47.1]
[null,null,"2020-04-12",-51.4,-47.6]
[null,null,"2020-04-13",-51.8,-47.8]
[null,null,"2020-04-14",-51.9,-47.9]
[null,null,"2020-04-15",-51.9,-47.9]
[null,null,"2020-04-16",-51.9,-47.8]
[null,null,"2020-04-17",-51.9,-47.6]
[null,null,"2020-04-18",-51.6,-47.4]
[null,null,"2020-04-19",-51.4,-47.1]
[null,null,"2020-04-20",-51.1,-47]
[null,null,"2020-04-21",-51,-46.9]
[null,null,"2020-04-22",-50.8,-46.7]
[null,null,"2020-04-23",-50.5,-46.5]
[null,null,"2020-04-24",-50.2,-45.9]
[null,null,"2020-04-25",-49.7,-45.5]
[null,null,"2020-04-26",-49.1,-44.9]
[null,null,"2020-04-27",-48.6,-44.5]
[null,null,"2020-04-28",-48.3,-44.4]
[null,null,"2020-04-29",-48.1,-44.2]
[null,null,"2020-04-30",-47.9,-44.1]
[null,null,"2020-05-01",-47.3,-43.9]
[null,null,"2020-05-02",-46.4,-43.6]
[null,null,"2020-05-03",-45.7,-43.1]
[null,null,"2020-05-04",-45.4,-42.9]
[null,null,"2020-05-05",-44.9,-42.6]
[null,null,"2020-05-06",-44.6,-42.2]
[null,null,"2020-05-07",-44,-41.9]
[null,null,"2020-05-08",-43.5,-41.5]
[null,null,"2020-05-09",-43,-41.1]
[null,null,"2020-05-10",-42.2,-40.4]
[null,null,"2020-05-11",-41.9,-40.1]
[null,null,"2020-05-12",-41.6,-39.799999999999997]
[null,null,"2020-05-13",-41.2,-39.4]
[null,null,"2020-05-14",-40.9,-39.1]
[null,null,"2020-05-15",-40.6,-38.9]
[null,null,"2020-05-16",-40.6,-38.6]
[null,null,"2020-05-17",-40.5,-38.1]
[null,null,"2020-05-18",-40.4,-37.9]
[null,null,"2020-05-19",-40.200000000000003,-37.6]
[null,null,"2020-05-20",-39.9,-37.4]
[null,null,"2020-05-21",-39.5,-37.1]
[null,null,"2020-05-22",-39,-37]
[null,null,"2020-05-23",-38.6,-36.6]
[null,null,"2020-05-24",-38.4,-36.4]
[null,null,"2020-05-25",-38.6,-38.6]
[null,null,"2020-05-26",-38.4,-38.299999999999997]
[null,null,"2020-05-27",-38.1,-38]
[null,null,"2020-05-28",-37.799999999999997,-37.6]
[null,null,"2020-05-29",-37.5,-37.299999999999997]
[null,null,"2020-05-30",-36.9,-36.4]
[null,null,"2020-05-31",-36.299999999999997,-35.799999999999997]
[null,null,"2020-06-01",-35.799999999999997,-35.6]
[null,null,"2020-06-02",-35.5,-35.299999999999997]
[null,null,"2020-06-03",-35.299999999999997,-35]
[null,null,"2020-06-04",-35.1,-34.700000000000003]
[null,null,"2020-06-05",-35,-34.4]
[null,null,"2020-06-06",-34.6,-33.799999999999997]
[null,null,"2020-06-07",-34.299999999999997,-33.200000000000003]
[null,null,"2020-06-08",-33.299999999999997,-30.6]
[null,null,"2020-06-09",-33.1,-30.4]
[null,null,"2020-06-10",-32.799999999999997,-30.3]
[null,null,"2020-06-11",-32.5,-30.1]
[null,null,"2020-06-12",-32.1,-30]
[null,null,"2020-06-13",-31.6,-29.9]
[null,null,"2020-06-14",-31.1,-29.6]
[null,null,"2020-06-15",-30.9,-29.5]
[null,null,"2020-06-16",-30.5,-29.4]
[null,null,"2020-06-17",-30.2,-29.4]
[null,null,"2020-06-18",-29.9,-29.3]
[null,null,"2020-06-19",-29.5,-29.3]
[null,null,"2020-06-20",-29.1,-29.1]
[null,null,"2020-06-21",-28.8,-28.9]
[null,null,"2020-06-22",-28.6,-29.1]
[null,null,"2020-06-23",-28.4,-29.2]
[null,null,"2020-06-24",-28.1,-29.2]
[null,null,"2020-06-25",-27.9,-29.2]
[null,null,"2020-06-26",-27.7,-29.3]
[null,null,"2020-06-27",-27.7,-29.4]
[null,null,"2020-06-28",-27.6,-29.4]
[null,null,"2020-06-29",-27.6,-29.4]
[null,null,"2020-06-30",-27.5,-29.5]
[null,null,"2020-07-01",-27.2,-29.6]
[null,null,"2020-07-02",-26.7,-29.8]
[null,null,"2020-07-03",-26.9,-31.3]
[null,null,"2020-07-04",-27.6,-32.5]
[null,null,"2020-07-05",-27.6,-32.9]
[null,null,"2020-07-06",-27.4,-33.1]
[null,null,"2020-07-07",-27.4,-33.200000000000003]
[null,null,"2020-07-08",-27.4,-33.299999999999997]
[null,null,"2020-07-09",-27.4,-33.4]
[null,null,"2020-07-10",-27.6,-33.5]
[null,null,"2020-07-11",-27.7,-33.5]
[null,null,"2020-07-12",-27.8,-33.700000000000003]
[null,null,"2020-07-13",-27.8,-33.9]
[null,null,"2020-07-14",-27.9,-33.9]
[null,null,"2020-07-15",-28.1,-33.9]
[null,null,"2020-07-16",-28.6,-33.799999999999997]
[null,null,"2020-07-17",-28.6,-32.4]
[null,null,"2020-07-18",-27.9,-31.3]
[null,null,"2020-07-19",-28,-31.1]
[null,null,"2020-07-20",-28.1,-30.9]
[null,null,"2020-07-21",-28.4,-30.8]
[null,null,"2020-07-22",-28.5,-30.8]
[null,null,"2020-07-23",-28.6,-30.7]
[null,null,"2020-07-24",-28.5,-30.7]
[null,null,"2020-07-25",-28.5,-30.8]
[null,null,"2020-07-26",-28.6,-30.9]
[null,null,"2020-07-27",-28.6,-30.9]
[null,null,"2020-07-28",-28.7,-30.9]
[null,null,"2020-07-29",-28.7,-30.9]
[null,null,"2020-07-30",-28.7,-31]
[null,null,"2020-07-31",-28.6,-31]
[null,null,"2020-08-01",-28.6,-31.1]
[null,null,"2020-08-02",-28.6,-31.1]
[null,null,"2020-08-03",-28.5,-31.1]
[null,null,"2020-08-04",-28.6,-31.2]
[null,null,"2020-08-05",-28.4,-31.2]
[null,null,"2020-08-06",-28.4,-31.2]
[null,null,"2020-08-07",-28.3,-31.2]
[null,null,"2020-08-08",-28.2,-31.2]
[null,null,"2020-08-09",-28.1,-31.2]
[null,null,"2020-08-10",-28.1,-31.2]
[null,null,"2020-08-11",-28,-31.2]
[null,null,"2020-08-12",-28.1,-31.1]
[null,null,"2020-08-13",-28.1,-31.1]
[null,null,"2020-08-14",-28.1,-31.1]
[null,null,"2020-08-15",-28.2,-31.1]
[null,null,"2020-08-16",-28.2,-31.1]
[null,null,"2020-08-17",-28.3,-31.1]
[null,null,"2020-08-18",-28.2,-30.9]
[null,null,"2020-08-19",-28.4,-30.8]
[null,null,"2020-08-20",-28.4,-30.7]
[null,null,"2020-08-21",-28.4,-30.6]
[null,null,"2020-08-22",-28.5,-30.6]
[null,null,"2020-08-23",-28.6,-30.5]
[null,null,"2020-08-24",-28.6,-30.4]
[null,null,"2020-08-25",-28.8,-30.3]
[null,null,"2020-08-26",-28.8,-30.1]
[null,null,"2020-08-27",-28.9,-30.1]
[null,null,"2020-08-28",-28.9,-29.9]
[null,null,"2020-08-29",-29.1,-29.9]
[null,null,"2020-08-30",-28.9,-29.7]
[null,null,"2020-08-31",-28.9,-29.5]
[null,null,"2020-09-01",-28.9,-29.5]
[null,null,"2020-09-02",-28.9,-29.4]
[null,null,"2020-09-03",-28.6,-29.4]
[null,null,"2020-09-04",-28.4,-29.4]
[null,null,"2020-09-05",-28.1,-29.7]
[null,null,"2020-09-06",-28.2,-29.9]
[null,null,"2020-09-07",-28.7,-32.4]
[null,null,"2020-09-08",-28.6,-32.4]
[null,null,"2020-09-09",-28.6,-32.4]
[null,null,"2020-09-10",-28.6,-32.4]
[null,null,"2020-09-11",-28.6,-32.200000000000003]
[null,null,"2020-09-12",-28.5,-32.1]
[null,null,"2020-09-13",-28.7,-32.1]
[null,null,"2020-09-14",-28.8,-31.9]
[null,null,"2020-09-15",-28.9,-31.7]
[null,null,"2020-09-16",-28.9,-31.6]
[null,null,"2020-09-17",-29.1,-31.4]
[null,null,"2020-09-18",-29.5,-31.1]
[null,null,"2020-09-19",-29.7,-30.7]
[null,null,"2020-09-20",-29.7,-30.4]
[null,null,"2020-09-21",-29.2,-27.7]
[null,null,"2020-09-22",-29.4,-27.4]
[null,null,"2020-09-23",-29.5,-27.2]
[null,null,"2020-09-24",-29.6,-27]
[null,null,"2020-09-25",-29.6,-26.9]
[null,null,"2020-09-26",-29.7,-26.7]
[null,null,"2020-09-27",-29.7,-26.6]
[null,null,"2020-09-28",-29.9,-26.6]
[null,null,"2020-09-29",-30.1,-26.5]
[null,null,"2020-09-30",-30.1,-26.4]
[null,null,"2020-10-01",-30.1,-26.2]
[null,null,"2020-10-02",-30,-26.1]
[null,null,"2020-10-03",-29.9,-26.1]
[null,null,"2020-10-04",-29.9,-26.1]
[null,null,"2020-10-05",-29.9,-26]
[null,null,"2020-10-06",-29.7,-25.9]
[null,null,"2020-10-07",-29.7,-25.9]
[null,null,"2020-10-08",-29.6,-25.8]
[null,null,"2020-10-09",-29.4,-25.8]
[null,null,"2020-10-10",-29.4,-25.9]
[null,null,"2020-10-11",-29.4,-25.9]
[null,null,"2020-10-12",-29.4,-26.3]
[null,null,"2020-10-13",-29.3,-26.3]
[null,null,"2020-10-14",-29.1,-26.1]
[null,null,"2020-10-15",-29.1,-26.2]
[null,null,"2020-10-16",-29.1,-26.3]
[null,null,"2020-10-17",-29.1,-26.3]
[null,null,"2020-10-18",-29.1,-26.3]
[null,null,"2020-10-19",-29.1,-26.2]
[null,null,"2020-10-20",-29.1,-26.1]
[null,null,"2020-10-21",-29.1,-26.1]
[null,null,"2020-10-22",-29.1,-26]
[null,null,"2020-10-23",-29.1,-25.9]
[null,null,"2020-10-24",-29.2,-25.9]
[null,null,"2020-10-25",-29.4,-25.9]
[null,null,"2020-10-26",-29.2,-25.5]
[null,null,"2020-10-27",-29.2,-25.4]
[null,null,"2020-10-28",-29.4,-25.4]
[null,null,"2020-10-29",-29.8,-25.4]
[null,null,"2020-10-30",-29.9,-25.4]
[null,null,"2020-10-31",-30.1,-25.3]
[null,null,"2020-11-01",-30.6,-25.4]
[null,null,"2020-11-02",-30.7,-25.4]
[null,null,"2020-11-03",-30.9,-25.5]
[null,null,"2020-11-04",-31.1,-25.5]
[null,null,"2020-11-05",-31.4,-25.5]
[null,null,"2020-11-06",-31.6,-25.4]
[null,null,"2020-11-07",-31.9,-25.4]
[null,null,"2020-11-08",-32,-25.4]
[null,null,"2020-11-09",-32.1,-25.4]
[null,null,"2020-11-10",-32.299999999999997,-25.4]
[null,null,"2020-11-11",-32.6,-25.9]
[null,null,"2020-11-12",-32.799999999999997,-26]
[null,null,"2020-11-13",-33,-26]
[null,null,"2020-11-14",-33.4,-26]
[null,null,"2020-11-15",-33.6,-26]
[null,null,"2020-11-16",-33.799999999999997,-26]
[null,null,"2020-11-17",-34,-25.9]
[null,null,"2020-11-18",-34.1,-26.1]
[null,null,"2020-11-19",-34.200000000000003,-26.1]
[null,null,"2020-11-20",-34.200000000000003,-26.2]
[null,null,"2020-11-21",-34.1,-26.2]
[null,null,"2020-11-22",-34.4,-26.2]
[null,null,"2020-11-23",-34.4,-26.5]
[null,null,"2020-11-24",-34.299999999999997,-26.9]
[null,null,"2020-11-25",-33.6,-27]
[null,null,"2020-11-26",-35.299999999999997,-30.5]
[null,null,"2020-11-27",-36.1,-32.6]
[null,null,"2020-11-28",-36.4,-33.200000000000003]
[null,null,"2020-11-29",-36.1,-33.299999999999997]
[null,null,"2020-11-30",-36.200000000000003,-33.5]
[null,null,"2020-12-01",-36.1,-33.6]
[null,null,"2020-12-02",-36.200000000000003,-33.6]
[null,null,"2020-12-03",-36.299999999999997,-33.6]
[null,null,"2020-12-04",-36.6,-33.6]
[null,null,"2020-12-05",-37.1,-33.6]
[null,null,"2020-12-06",-37.4,-33.6]
[null,null,"2020-12-07",-37.6,-33.4]
[null,null,"2020-12-08",-38.1,-33.1]
[null,null,"2020-12-09",-38.700000000000003,-32.6]
[null,null,"2020-12-10",-37.1,-29.1]
[null,null,"2020-12-11",-36.5,-27]
[null,null,"2020-12-12",-36.5,-26.4]
[null,null,"2020-12-13",-37,-26.4]
[null,null,"2020-12-14",-37.1,-26.3]
[null,null,"2020-12-15",-37.299999999999997,-26.3]
[null,null,"2020-12-16",-37.5,-26.4]
[null,null,"2020-12-17",-37.9,-26.8]
[null,null,"2020-12-18",-37.799999999999997,-26.9]
[null,null,"2020-12-19",-37.200000000000003,-27]
[null,null,"2020-12-20",-36.799999999999997,-26.9]
[null,null,"2020-12-21",-36.4,-27.2]
[null,null,"2020-12-22",-35.9,-27.6]
[null,null,"2020-12-23",-35.299999999999997,-28.2]
[null,null,"2020-12-24",-35.6,-30.3]
[null,null,"2020-12-25",-37.700000000000003,-34]
[null,null,"2020-12-26",-38.1,-35.1]
[null,null,"2020-12-27",-37.799999999999997,-35.4]
[null,null,"2020-12-28",-37.700000000000003,-36.1]
[null,null,"2020-12-29",-37.799999999999997,-37]
[null,null,"2020-12-30",-37.5,-37.700000000000003]
[null,null,"2020-12-31",-37.4,-38.799999999999997]
[null,null,"2021-01-01",-39.299999999999997,-41.9]
[null,null,"2021-01-02",-39.9,-42.6]
[null,null,"2021-01-03",-40.1,-42.9]
[null,null,"2021-01-04",-40.4,-42.7]
[null,null,"2021-01-05",-40.9,-42.4]
[null,null,"2021-01-06",-41.6,-41.9]
[null,null,"2021-01-07",-41.5,-39.9]
[null,null,"2021-01-08",-39.700000000000003,-36.299999999999997]
[null,null,"2021-01-09",-39.6,-35.299999999999997]
[null,null,"2021-01-10",-40.1,-35.200000000000003]
[null,null,"2021-01-11",-40.200000000000003,-34.4]
[null,null,"2021-01-12",-40.4,-33.6]
[null,null,"2021-01-13",-40.6,-32.799999999999997]
[null,null,"2021-01-14",-40.6,-31.4]
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{"sheet":"map","index":2,"n_rows":165,"n_cols":568,"rows_kept":165,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Map of Country-Level Google Mobility Data: % Change Relative to Baseline Period"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Note that blank areas on the map correspond to countries"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"for which mobility data was not available."]
[]
[null,"Input Parameters",null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-24"]
[null,"workplaces","Select Mobility Data"]
[null,14,"Days in Moving Average (*)"]
[null,"2020-03-01","First Day to Plot"]
[null,"2021-09-09","Last Day to Plot"]
[null,14,"Days in Each Time \"Step\" (**)"]
[]
[null,"(*) If you set \"Days in Moving Average\" equal to \"5\","]
[null,"for example, then the time series plotted on the "]
[null,"graph will be a lagged 5-day moving average. The value"]
[null,"shown for May 15 will be equal to the average computed"]
[null,"from May 11 through May 15. You may set the moving average"]
[null,"parameter to any value between 1 and 14. A value of 1 indicates"]
[null,"that the time series is not a moving average, but rather is simply"]
[null,"the data itself, without any averaging period."]
[]
[null,"(**) If this parameter is set equal to \"1\", the graph will move forward"]
[null,"1 day at a time. If you sent the parameter equal to N days, it will move "]
[null,"forward N days at a time."]
[]
[]
[]
[null,null,null,"workplaces"]
[]
[]
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{"sheet":"raw data","index":4,"n_rows":959,"n_cols":576,"rows_kept":139,"cut":true,"hidden":true,"merged":[],"bounds":{"rows_first":62,"rows_last":15,"rows_between":62,"halvings":5}}
[]
[null,"Google Mobility Data: % Change from Baseline"]
[null,"The data below runs from February 15, 2020 to September 9, 2021"]
[]
[null,null,"#","Metric"]
[null,null,1,"retail_and_recreation"]
[null,null,2,"grocery_and_pharmacy"]
[null,null,3,"parks",null,null,null,"place unordered data set below, and then run Load_Data to correctly order the countries"]
[null,null,4,"transit_stations"]
[null,null,5,"workplaces"]
[null,null,6,"residential"]
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