r graphics output · 2020. 8. 10. · individual models inner bands: 50% prediction intervals outer...

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National Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 10000 20000 30000 40000 New Weekly Deaths Reported UGA-CEID Columbia-UNC Columbia DDS LSHTM Geneva GT-DeepCOVID IHME JCB JHU Karlen LANL LNQ MOBS NotreDame-Mobility Oliver Wyman PSI QJHong ESG RPI-UW STH UA UCLA UCM UMass-MB UM ERDC USC YYG Bands: 95% Prediction Intervals Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 10000 20000 30000 40000 Ensemble Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 50000 150000 250000 Total Deaths Reported Auquan UGA-CEID Columbia-UNC MIT-ORC Columbia DDS LSHTM Geneva GT-DeepCOVID IHME JCB JHU Karlen LANL LNQ MOBS NotreDame-Mobility Oliver Wyman PSI QJHong ESG RPI-UW STH UA UCLA UCM UMass-MB UM ERDC USC YYG Bands: 95% Prediction Intervals Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 50000 150000 250000 Ensemble Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Alabama Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 200 400 600 800 1000 New Weekly Deaths Reported UGA-CEID CMU Columbia DDS LSHTM Geneva GT-DeepCOVID IHME JCB JHU Karlen LANL LNQ MOBS NotreDame-Mobility Oliver Wyman PSI ESG RPI-UW UA UCLA UMass-MB UM ERDC USC YYG Bands: 95% Prediction Intervals Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 200 400 600 800 1000 Ensemble Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 1000 2000 3000 4000 5000 Total Deaths Reported Auquan UGA-CEID MIT-ORC Columbia DDS LSHTM Geneva GT-DeepCOVID IHME JCB JHU Karlen LANL LNQ MOBS NotreDame-Mobility Oliver Wyman PSI ESG RPI-UW UA UCLA UMass-MB UM ERDC USC YYG Bands: 95% Prediction Intervals Jun-15 Jul-01 Jul-15 Aug-01 Aug-15 Sep-01 0 1000 2000 3000 4000 5000 Ensemble Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals

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Page 1: R Graphics Output · 2020. 8. 10. · Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Alabama Jun−15 Jul−01 Jul−15 Aug−01 Aug−15

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National

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ReportedUGA−CEIDColumbia−UNCColumbiaDDSLSHTMGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBSNotreDame−Mobility

Oliver WymanPSIQJHongESGRPI−UWSTHUAUCLA

UCMUMass−MBUMERDCUSCYYG

Bands: 95% Prediction Intervals

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ReportedAuquanUGA−CEIDColumbia−UNCMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIQJHongESGRPI−UWSTH

UAUCLAUCMUMass−MBUMERDCUSCYYG

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Alabama

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Page 2: R Graphics Output · 2020. 8. 10. · Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Alabama Jun−15 Jul−01 Jul−15 Aug−01 Aug−15

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Alaska

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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1015

2025

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

Bands: 95% Prediction Intervals ●

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1015

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

Bands: 95% Prediction Intervals

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American Samoa

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Page 3: R Graphics Output · 2020. 8. 10. · Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Alabama Jun−15 Jul−01 Jul−15 Aug−01 Aug−15

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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Tota

l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGUA

UCLAUMass−MBUMERDCUSCYYG

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Page 4: R Graphics Output · 2020. 8. 10. · Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Alabama Jun−15 Jul−01 Jul−15 Aug−01 Aug−15

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GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

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UCLAUCMUMass−MBUMERDCUSCYYG

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLAUCM

UMass−MBUMERDCUSCYYG

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ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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Tota

l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Connecticut

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ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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0070

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

Bands: 95% Prediction Intervals

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Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

Bands: 95% Prediction Intervals

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Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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1015

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQNotreDame−MobilityOliver WymanPSIUAUCLA

UMass−MBERDCUSCYYG

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0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDS

GenevaGT−DeepCOVIDIHMEJCBJHUKarlen

LANLLNQNotreDame−MobilityOliver WymanPSIUA

UCLAUMass−MBERDCUSCYYG

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Florida

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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0015

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Tota

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Page 7: R Graphics Output · 2020. 8. 10. · Individual models Inner Bands: 50% Prediction Intervals Outer Bands: 95% Prediction Intervals Alabama Jun−15 Jul−01 Jul−15 Aug−01 Aug−15

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Dea

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDGT−CHHSIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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0060

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Tota

l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTMGeneva

GT−DeepCOVIDGT−CHHSIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

Bands: 95% Prediction Intervals

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Guam

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

01

2

New

Wee

kly

Dea

ths

ReportedUGA−CEIDGenevaJCB

JHULNQNotreDame−MobilityPSI

ESGUCLAUMass−MBUSC

YYG

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46

810

12

Tota

l Dea

ths

ReportedUGA−CEIDGenevaJCB

JHULNQNotreDame−MobilityPSI

ESGUCLAUMass−MBUSC

YYG

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Hawaii

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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4060

80

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGeneva

IHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUA

UCLAUMass−MBERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

100

150

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDS

GenevaIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESG

UAUCLAUMass−MBERDCUSCYYG

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Idaho

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

010

0015

0020

0025

00

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

Bands: 95% Prediction Intervals ● ● ● ● ● ● ● ● ● ●

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

0020

0030

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Illinois

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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040

060

080

0

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

020

0060

0010

000

1400

0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Indiana

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

030

050

070

0

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

0030

0050

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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Iowa

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

020

030

040

050

0

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

010

0015

0020

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

020

4060

8010

012

0

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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040

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080

0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Kentucky

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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050

010

0015

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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040

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080

012

00

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

020

0040

0060

0080

0010

000

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBERDCUSCYYG

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Maine

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

05

1015

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

100

150

200

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

100

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

0030

0050

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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040

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080

0

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

0010

000

1500

0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

020

030

040

0

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

020

0040

0060

0080

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

050

015

0025

00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

020

040

060

080

012

00

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

0020

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00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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100

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New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Wee

kly

Dea

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ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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ReportedUGA−CEIDCMUColumbiaDDSGeneva

IHMEJCBJHUKarlenLANLLNQ

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UCLAUMass−MBUMERDCUSCYYG

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0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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Wee

kly

Dea

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

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ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

010

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050

070

0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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North Carolina

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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2030

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60

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Northern Mariana Islands

Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

0

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Wee

kly

Dea

ths

ReportedUGA−CEIDGeneva

JCBJHULNQ

ESGUCLAUMass−MB

USCYYG

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ReportedUGA−CEIDGeneva

JCBJHULNQ

ESGUCLAUMass−MB

USCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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Wee

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ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

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UAUCLAUMass−MBUMERDCUSCYYG

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JHULANLLNQNotreDame−Mobility

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PSIUCLAUMass−MBUSC

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l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGRPI−UWUAUCLA

UMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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South Dakota

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Wee

kly

Dea

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ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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kly

Dea

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

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NotreDame−MobilityOliver WymanPSIESGRPI−UWSTHUA

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWSTH

UAUCLAUMass−MBUMERDCUSCYYG

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IHMEJCBJHUKarlenLANLLNQMOBS

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UMERDCUSCYYG

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GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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23

45

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANL

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8010

0

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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1015

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Wee

kly

Dea

ths

ReportedUGA−CEIDGeneva

JCBJHULANL

LNQNotreDame−MobilityPSI

UMass−MBUSCYYG

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JCBJHULANL

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UMass−MBUSCYYG

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kly

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ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

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UCLAUMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSLSHTMGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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l Dea

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ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSLSHTM

GenevaGT−DeepCOVIDIHMEJCBJHUKarlenLANL

LNQMOBSNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−MobilityOliver WymanPSIESGUAUCLAUMass−MB

UMERDCUSCYYG

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040

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Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGenevaGT−DeepCOVID

IHMEJCBJHUKarlenLANLLNQMOBS

NotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UWUA

UCLAUMass−MBUMERDCUSCYYG

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00

Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−FREDNotreDame−MobilityOliver WymanPSIESGRPI−UW

UAUCLAUMass−MBUMERDCUSCYYG

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Jun−15 Jul−01 Jul−15 Aug−01 Aug−15 Sep−01

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1015

20

New

Wee

kly

Dea

ths

ReportedUGA−CEIDCMUColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANL

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UAUCLAUMass−MBERDCUSCYYG

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Tota

l Dea

ths

ReportedAuquanUGA−CEIDMIT−ORCColumbiaDDSGeneva

GT−DeepCOVIDIHMEJCBJHUKarlenLANLLNQ

MOBSNotreDame−MobilityOliver WymanPSIESGUAUCLA

UMass−MBERDCUSCYYG

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