National
Nov−01 Dec−01 Jan−01
050
0015
000
2500
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlen
LANLMOBSUCLAUSC
Nov−01 Dec−01 Jan−01
050
0015
000
2500
0
New
Hos
pita
l Adm
issi
ons
●●●●●
●●●●●●●
●●●●
●●●●●●●
●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Alabama
Nov−01 Dec−01 Jan−01
010
030
050
070
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
030
050
070
0
New
Hos
pita
l Adm
issi
ons
●●●
●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Alaska
Nov−01 Dec−01 Jan−01
05
1015
2025
30
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
05
1015
2025
30
New
Hos
pita
l Adm
issi
ons
●●●●
●●●●●●●●
●●●●●
●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Arizona
Nov−01 Dec−01 Jan−01
020
040
060
080
010
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
010
00
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Arkansas
Nov−01 Dec−01 Jan−01
050
150
250
350
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
150
250
350
New
Hos
pita
l Adm
issi
ons
●●●●●●●●
●●●●●●●●●●●●●●
●●●●●
●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
California
Nov−01 Dec−01 Jan−01
020
0040
0060
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
0040
0060
00
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●
●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Colorado
Nov−01 Dec−01 Jan−01
050
100
200
300
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
200
300
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●
●●●●●●●
●●●
●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Connecticut
Nov−01 Dec−01 Jan−01
050
100
200
300
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
200
300
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●
●
●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Delaware
Nov−01 Dec−01 Jan−01
020
4060
8010
012
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
8010
012
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●
●●●●●●●
●
●●●●●●
●
●
●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
District of Columbia
Nov−01 Dec−01 Jan−01
020
4060
80
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPH
GT−DeepCOVIDIHMEJHU−IDDJHU−APL
KarlenLANLUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
80
New
Hos
pita
l Adm
issi
ons
●●●●●
●●●●●●●●●
●●●●●●
●
●●●●●
●
●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Florida
Nov−01 Dec−01 Jan−01
050
010
0015
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
010
0015
00
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●
●●●●●●●●●●●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Georgia
Nov−01 Dec−01 Jan−01
050
010
0015
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPH
IHMEJHU−IDDJHU−APLKarlen
LANLMOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
010
0015
00
New
Hos
pita
l Adm
issi
ons
●
●●●●●
●●●●●●●●●●●●●●●●
●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Hawaii
Nov−01 Dec−01 Jan−01
05
1015
2025
30
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPH
IHMEJHU−IDDJHU−APLKarlen
LANLMOBSUCSBUSC
Nov−01 Dec−01 Jan−01
05
1015
2025
30
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●
●●●●
●●●●●
●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Idaho
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●
●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Illinois
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●
●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Indiana
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●
●●●●●●●●●
●●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Iowa
Nov−01 Dec−01 Jan−01
050
100
150
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHIHME
JHU−IDDJHU−APLKarlenLANLMOBS
UCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
New
Hos
pita
l Adm
issi
ons
●●●●
●●●●
●●●●●●●
●●●●●●●
●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Kansas
Nov−01 Dec−01 Jan−01
050
100
200
300
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
200
300
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●
●●●●●●
●●●●●●
●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Kentucky
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●
●●●●●●●
●●●
●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Louisiana
Nov−01 Dec−01 Jan−01
010
020
030
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●
●●
●●●●●●●
●●●●●●●●●
●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Maine
Nov−01 Dec−01 Jan−01
020
4060
80
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
80
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●
●●●●●●●●●●●●●
●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Maryland
Nov−01 Dec−01 Jan−01
010
020
030
040
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
040
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Massachusetts
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Michigan
Nov−01 Dec−01 Jan−01
010
030
050
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
030
050
0
New
Hos
pita
l Adm
issi
ons
●
●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Minnesota
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●
●●●
●●●●●
●●●●●●●●●
●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Mississippi
Nov−01 Dec−01 Jan−01
050
100
150
200
250
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
200
250
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●
●●●●
●●●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Missouri
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●
●●●●●●●
●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Montana
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Nebraska
Nov−01 Dec−01 Jan−01
050
100
150
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●
●●●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Nevada
Nov−01 Dec−01 Jan−01
050
150
250
350
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
150
250
350
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
New Hampshire
Nov−01 Dec−01 Jan−01
020
4060
80
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
80
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●
●●●●●●●●●●●●
●●●
●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
New Jersey
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
New Mexico
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
●●●●●●●●
●●●●●●●●●●●●●●●
●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
New York
Nov−01 Dec−01 Jan−01
050
010
0015
0020
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHIHME
JHU−IDDJHU−APLKarlenLANLMOBS
UCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
010
0015
0020
00
New
Hos
pita
l Adm
issi
ons
●●●●●●
●●●●●●●●●●●●●●●●●●●
●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
North Carolina
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●
●●●●●●●
●●●●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
North Dakota
Nov−01 Dec−01 Jan−01
010
2030
4050
60
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
2030
4050
60
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●
●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Ohio
Nov−01 Dec−01 Jan−01
020
060
010
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPH
IHMEJHU−IDDJHU−APLKarlen
LANLMOBSUCSBUSC
Nov−01 Dec−01 Jan−01
020
060
010
00
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●
●●●
●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Oklahoma
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
0
New
Hos
pita
l Adm
issi
ons
●●●●●
●●●●●●●
●●
●●●
●●●
●
●●
●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Oregon
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●
●●●●●●
●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Pennsylvania
Nov−01 Dec−01 Jan−01
020
060
010
0014
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
060
010
0014
00
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●
●●●●●
●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Puerto Rico
Nov−01 Dec−01 Jan−01
020
4060
8012
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimJHU−IDDJHU−APL
KarlenLANLUSC
Nov−01 Dec−01 Jan−01
020
4060
8012
0
New
Hos
pita
l Adm
issi
ons
●
●●●●●●●
●●●●●●●●●●
●●●●●●●
●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Rhode Island
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
4060
8010
0
New
Hos
pita
l Adm
issi
ons
●●●●
●●●
●
●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
South Carolina
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPH
IHMEJHU−IDDJHU−APLKarlen
LANLMOBSUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
040
050
0
New
Hos
pita
l Adm
issi
ons
●●
●●●●●●●●●
●●●●●
●●●●●●●
●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
South Dakota
Nov−01 Dec−01 Jan−01
010
2030
4050
6070
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
2030
4050
6070
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●
●●●●●
●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Tennessee
Nov−01 Dec−01 Jan−01
020
040
060
080
010
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
020
040
060
080
010
00
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●
●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Texas
Nov−01 Dec−01 Jan−01
050
010
0020
00
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
010
0020
00
New
Hos
pita
l Adm
issi
ons
●
●●●●●●●
●●●
●●●●
●●●
●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Utah
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●
●●●●●●
●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Vermont
Nov−01 Dec−01 Jan−01
05
1015
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
05
1015
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●
●●
●●●●●●
●
●●●●●
●●
●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Virgin Islands
Nov−01 Dec−01 Jan−01
05
1015
20
New
Hos
pita
l Adm
issi
ons
ReportedJHU−IDDJHU−APL
LANLUSC
Nov−01 Dec−01 Jan−01
05
1015
20
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Virginia
Nov−01 Dec−01 Jan−01
010
030
050
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
030
050
0
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●
●●●●●●●
●●●
●●●●
●●●
●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Washington
Nov−01 Dec−01 Jan−01
050
100
150
200
250
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
200
250
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●
●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
West Virginia
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
050
100
150
200
New
Hos
pita
l Adm
issi
ons
●●●●●●●●●●●●●●●●●●●●●●●●
●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Wisconsin
Nov−01 Dec−01 Jan−01
010
020
030
040
0
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
020
030
040
0
New
Hos
pita
l Adm
issi
ons
●●●●●●
●●●●●●●
●●●●●●●
●●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Wyoming
Nov−01 Dec−01 Jan−01
010
2030
4050
New
Hos
pita
l Adm
issi
ons
ReportedCovid19SimColumbiaGoogle−HSPHGT−DeepCOVID
IHMEJHU−IDDJHU−APLKarlenLANL
MOBSUCLAUCSBUSC
Nov−01 Dec−01 Jan−01
010
2030
4050
New
Hos
pita
l Adm
issi
ons
●●●●●●●●
●●●●●●●●●●●●●
●●●●●●●
EnsembleIndividual models
Inner Bands: 50% Prediction IntervalsOuter Bands: 95% Prediction Intervals
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
American Samoa*
Dec−29 Jan−04 Jan−08 Jan−12 Jan−16 Jan−20 Jan−24
0
New
Hos
pita
l Adm
issi
ons
JHU−IDD JHU−APL
Bands: 95% Prediction Intervals
*The daily number of new COVID−19 hospital admissions are not reported for this jurisdiction
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Guam*
Dec−29 Jan−04 Jan−08 Jan−12 Jan−16 Jan−20 Jan−24
05
1015
New
Hos
pita
l Adm
issi
ons
JHU−IDD JHU−APL
Bands: 95% Prediction Intervals
*The daily number of new COVID−19 hospital admissions are not reported for this jurisdiction
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html
Northern Mariana Islands*
Dec−29 Jan−04 Jan−08 Jan−12 Jan−16 Jan−20 Jan−24
02
46
New
Hos
pita
l Adm
issi
ons
JHU−IDD JHU−APL
Bands: 95% Prediction Intervals
*The daily number of new COVID−19 hospital admissions are not reported for this jurisdiction
Update: 2020−12−28 https://www.cdc.gov/coronavirus/2019−ncov/cases−updates/hospitalizations−forecasts.html