●

●

●●

●●

●●

●●

National

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

000

1500

00

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ImperialISUJHULANLMITMOBSNavigatorPSI

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●

●●

●●

●●

●●

●● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

000

1500

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●● ●

●●

●●

●●

●

Alabama

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

500

1500

2500

ReportedAuquanCovid19SimCANColumbiaIHMEISU

JHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●● ●

●●

●●

●●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ● ● ● ● ● ● ●●

Alaska

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

3050

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

JHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

● ● ● ● ● ● ● ● ●● ● ●

● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

3050

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ● ●●

● ● ● ●●

Arizona

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00ReportedAuquanCovid19SimCANColumbiaLSHTMIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ● ● ●●

● ● ● ●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ●● ● ● ● ● ●

●

Arkansas

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

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

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

California

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

040

0080

0012

000Reported

AuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

040

0080

0012

000Ensemble

Individual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●

●●

●● ●

Colorado

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

500

1500

2500

ReportedAuquanCovid19SimCANColumbiaIHMEISU

JHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●

●●

●

●●

●● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●

●

●●

●● ● ●

Connecticut

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●

●

●

●●

●● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●

●●

●●

●●

●

Delaware

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●

●●

●●

●●

● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●

●

●

●●

● ●●

District of Columbia

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

060

010

00ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●

●

●

●●

● ●● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

060

010

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Florida

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0060

00

ReportedAuquanCovid19SimCANColumbiaLSHTMIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0060

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Georgia

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

2000

4000

6000Reported

AuquanCovid19SimCANColumbiaLSHTMGT_CHHSIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●●

●●

●●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ● ● ● ● ● ● ● ●

Guam

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

01

23

45

67Reported

PSIYYG

Bands: 95% Prediction Intervals

● ● ● ● ● ● ● ● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

01

23

45

67Ensemble

Individual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ●●

● ● ● ● ● ● ●

Hawaii

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

3050

70

ReportedAuquanCovid19SimCANColumbiaIHMEJHU

LANLMITMOBSNavigatorPSISWCUA

UCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals● ●

●● ● ● ● ● ● ● ●

● ●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

3050

70

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●● ●

●● ● ● ●

Idaho

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

150

200Reported

AuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

●

●

●● ●

●● ● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

150

200Ensemble

Individual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Illinois

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

0010

000

1500

0

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNotreDameNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

●●

●● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

0010

000

1500

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●

●

●●

●●

● ●

Indiana

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

1000

3000

5000

ReportedAuquanCovid19SimCANColumbiaLSHTMIHMEISU

JHULANLMITMOBSNotreDameNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●

●●

●●

● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

0050

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●● ●

●●

●

●●

●●

Iowa

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●● ●

●●

●

●●

●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●● ● ●

● ●

Kansas

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

0ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●●

● ● ●● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

0EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

● ●

Kentucky

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

060

010

00

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHMEISU

JHULANLMITMOBSNotreDameNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●●

●●

●● ●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

060

010

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●●

●●

● ●● ●

Louisiana

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

0050

00

ReportedAuquanCovid19SimCANColumbiaIHMEISU

JHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

●

●

●●

●●

● ●● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

0050

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

● ●

Maine

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

5010

015

020

025

0

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●

●●

●●

●●

● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

150

200

250

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Maryland

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

●●

● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●

●

●●

●●

● ●

Massachusetts

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

0010

000

1500

0

ReportedAuquanCovid19SimCANColumbiaLSHTMIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●

●

●●

●●

● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

0010

000

1500

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●

●●

●●

● ● ●

Michigan

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0060

0010

000

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHMEISU

JHULANLMITMOBSNotreDameNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

●

●

●

●●

●●

● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0060

0010

000

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ●●

●●

●●

●●

●

Minnesota

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNotreDameNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ●●

●●

●●

●●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Mississippi

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

500

1500

2500

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

● ● ● ●

Missouri

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0020

00ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●●

●● ● ● ●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0020

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●● ● ● ● ● ● ●

Montana

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

3050

70ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

● ● ● ● ● ● ●● ● ●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

3050

70EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ●●

● ●●

●● ●

●

Nebraska

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

0

ReportedAuquanCovid19SimCANColumbiaIHMEISU

JHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ●●

● ●●

●● ●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

● ●● ● ● ●

Nevada

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●● ●

● ● ● ● ● ●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ●●

●●

●●

●●

New Hampshire

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

200

400

600

800

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ● ●●

●●

●●

●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●

●●

●● ● ● ●

New Jersey

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

0015

000

2500

0

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●

●

●●

●● ● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

0015

000

2500

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●

●●

●●

●

New Mexico

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

060

010

00ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●

●●

●●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

060

010

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●●

●● ● ● ● ●

New York

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

000

4000

0

ReportedAuquanCovid19SimCANColumbiaLSHTMIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

●

●

●●

●● ● ● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

000

4000

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ●●

●●

●●

● ● ●

North Carolina

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

00

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDGT_CHHSIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ●●

●●

●●

● ● ●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ●●

●●

●●

●● ●

North Dakota

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

5010

015

020

0ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ●●

●●

●●

●● ●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

150

200Ensemble

Individual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ● ● ● ● ● ● ● ●

Northern Mariana Islands

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

01

23

4ReportedYYG

Bands: 95% Prediction Intervals

● ● ● ● ● ● ● ● ● ● ● ● ●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

01

23

4EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Ohio

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

0050

00

ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNotreDameNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0030

0050

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

● ●●

● ● ●

Oklahoma

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●

●●

● ●●

● ● ● ● ●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

040

060

080

0EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

● ● ● ● ● ●

Oregon

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

030

050

0

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●● ● ● ● ● ● ● ●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

030

050

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●

●

●

●●

●●

●

Pennsylvania

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

4000

8000

1200

0

ReportedAuquanCovid19SimCANColumbiaLSHTMIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●

●

●

●●

●●

● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

040

0080

0012

000

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●●

●● ● ●

● ●

Puerto Rico

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

200

ReportedCovid19SimLANLPSIYYG

Bands: 95% Prediction Intervals

●

●

●●

●● ● ●

● ● ●● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

200

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●

●●

●

Rhode Island

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●

●●

●● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ●● ● ● ● ● ● ●

South Carolina

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

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

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ●●

●● ●

● ●●

South Dakota

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

200

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ● ●●

●● ●

● ●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

200

EnsembleIndividual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ● ● ● ●● ● ●

●●

Tennessee

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

500

1000

1500

ReportedAuquanCovid19SimCANColumbiaIHMEISU

JHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals● ● ● ● ●

● ● ●●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

● ●

Texas

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00ReportedAuquanCovid19SimCANColumbiaLSHTMGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSISWC

UAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

● ●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

0040

0060

00EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

● ●● ●

● ●●

● ●●

Utah

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

030

050

0

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ● ●● ●

● ●●

● ●●

●●

●●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

030

050

0

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

●

●● ● ● ● ● ● ●

Vermont

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

4060

8010

0ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

●

●

●● ● ● ● ● ● ● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

4060

8010

0EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●

● ●

● ●

● ● ● ● ●

Virgin Islands

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

05

1015Reported

LANLPSIYYG

Bands: 95% Prediction Intervals●

● ●

● ●

● ● ● ● ● ● ●

● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

05

1015Ensemble

Individual models

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

● ●

Virginia

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−010

1000

2000

3000

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●●

●●

●●

● ●●

● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

010

0020

0030

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●● ●

● ●●

Washington

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

●●

●●

●● ●

● ●● ● ● ● ●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

015

0025

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●

● ●●

● ●● ●

West Virginia

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

150

200Reported

AuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals ●●

●

● ●●

● ●● ● ●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

100

150

200Ensemble

Individual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

●●

●●

●●

●●

Wisconsin

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00

ReportedAuquanCovid19SimCANColumbiaIHMEISU

JHULANLMITMOBSNotreDameNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals●

●●

●●

●●

●●

●●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

050

010

0015

00

EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html

●●

● ● ● ●

●● ● ●

Wyoming

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

4060

80ReportedAuquanCovid19SimCANColumbiaGT−DeepCOVIDIHME

ISUJHULANLMITMOBSNavigatorPSI

SWCUAUCLAUMass−MBERDCUTYYG

Bands: 95% Prediction Intervals

Cum

ulat

ive

repo

rted

dea

ths

●●

● ● ● ●

●● ● ● ●

●●

●

Apr−15 May−01 May−15 Jun−01 Jun−15 Jul−01

020

4060

80EnsembleIndividual models

Bands: 95% Prediction Intervals

Update: 2020−06−16 https://www.cdc.gov/coronavirus/2019−ncov/covid−data/forecasting−us.html