InfluenzaFacilityHospitalization

adrio.cdc.InfluenzaFacilityHospitalization(
    self,
    *,
    fix_redacted=False,
    fix_missing=False,
)

Loads influenza hospitalization data from HealthData.gov’s “COVID-19 Reported Patient Impact and Hospital Capacity by Facility” dataset. The data were reported by healthcare facilities on a weekly basis, starting 2019-12-29 and ending 2024-04-21, although the data is not complete over this entire range, nor over the entire United States.

This ADRIO supports geo scopes at US State and County granularities in 2019. The data loaded will be matched to the simulation time frame. The result is a 2D matrix where the first axis represents reporting weeks during the time frame and the second axis is geo scope nodes. Values are tuples of date and the integer number of reported hospitalizations. The data contain sentinel values (-999999) which represent values redacted for the sake of protecting patient privacy – there were between 1 and 3 cases reported by the facility on that date.

NOTE: the data source has a number of issues representing Alaska geography. It uses borough 02280 which isn’t in the Census geography until 2020, and simultaneously uses pre-1980 Alaska geography (02080, 02120, 02210, and 02260). This makes these data inaccessible via this ADRIO. If Alaska data is important for your use-case, we recommend processing the data another way.

Parameters

fix_redacted: Fix[np.int64] | int | Callable[[], int] | Literal[False] = False

The method to use to replace redacted values (-999999 in the data).

fix_missing: Fill[np.int64] | int | Callable[[], int] | Literal[False] = False

The method to use to fix missing values.

See Also

The dataset documentation.

Attributes

result_format: ResultFormat[np.int64]

Information about the format of the ADRIO’s resulting data.

This is an abstract method.

Methods

Name	Description
estimate_data	Estimate the data usage for this ADRIO in a RUME.
with_context	Constructs a clone of this instance which has access to the given context.
inspect	Produce an inspection of the ADRIO’s data for the current context.
evaluate	Evaluates the ADRIO in the current context.