-
Notifications
You must be signed in to change notification settings - Fork 67
Release NCHS Mortality #315
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Merged
Merged
Changes from 4 commits
Commits
Show all changes
5 commits
Select commit
Hold shift + click to select a range
92254f9
Added NCHS to API docs
krivard b6d1843
NCHS release: fix wording of flu signals
krivard db16f7b
NCHS release: add more context to lag/backfill discussion
krivard 32718b3
NCHS release: Add section on missingness
krivard 83fe21f
NCHS Release: suggested edits
krivard File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,101 @@ | ||
--- | ||
title: NCHS Mortality Data | ||
parent: Data Sources and Signals | ||
grand_parent: COVIDcast Epidata API | ||
--- | ||
|
||
# NCHS Mortality Data | ||
{: .no_toc} | ||
|
||
* **Source name:** `nchs-mortality` | ||
* **First issued:** Epiweek 50 2020 (6-12 December 2020) | ||
* **Number of data revisions since 19 May 2020:** 0 | ||
* **Date of last change:** Never | ||
* **Available for:** state (see [geography coding docs](../covidcast_geography.md)) | ||
* **License:** [NCHS Data Use Agreement](https://www.cdc.gov/nchs/data_access/restrictions.htm) | ||
|
||
This data source of national provisional death counts is based on death | ||
certificate data received and coded by the National Center for Health Statistics | ||
[(NCHS)](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm). | ||
|
||
| Signal | Description | | ||
| --- | --- | | ||
| `deaths_covid_incidence_num` | Number of weekly new deaths with confirmed or presumed COVID-19 | | ||
| `deaths_covid_incidence_prop` | Number of weekly new deaths with confirmed or presumed COVID-19, per 100,000 population | | ||
| `deaths_allcause_incidence_num` | Number of weekly new deaths from all causes | | ||
| `deaths_allcause_incidence_prop` | Number of weekly new deaths from all causes, per 100,000 population | | ||
| `deaths_flu_incidence_num` | Number of weekly new deaths involving Influenza and at least one of (Pneumonia, COVID-19)| | ||
| `deaths_flu_incidence_prop` | Number of weekly new deaths involving Influenza and at least one of (Pneumonia, COVID-19), per 100,000 population | | ||
| `deaths_pneumonia_notflu_incidence_num` | Number of weekly new deaths involving Pneumonia, excluding Influenza deaths | | ||
| `deaths_pneumonia_notflu_incidence_prop` | Number of weekly new deaths involving Pneumonia, excluding Influenza deaths, per 100,000 population | | ||
| `deaths_covid_and_pneumonia_notflu_incidence_num`| Number of weekly new deaths involving COVID-19 and Pneumonia, excluding Influenza | | ||
| `deaths_covid_and_pneumonia_notflu_incidence_prop`| Number of weekly new deaths involving COVID-19 and Pneumonia, excluding Influenza, per 100,000 population | | ||
|`deaths_pneumonia_or_flu_or_covid_incidence_num`| Number of weekly new deaths involving Pneumonia, Influenza, or COVID-19| | ||
|`deaths_pneumonia_or_flu_or_covid_incidence_prop`| Number of weekly new deaths involving Pneumonia, Influenza, or COVID-19, per 100,000 population| | ||
|`deaths_percent_of_expected`| The number of weekly new deaths for all causes in 2020 compared to the average number across the same week in 2017–2019| | ||
|
||
These signals are taken directly from [Table | ||
1](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm) without | ||
changes. National provisional death counts include deaths occurring within the | ||
50 states and the District of Columbia that have been received and coded as of | ||
the date specified during a given time period. The deaths are classified based | ||
on a new ICD-10 code. (Note that the classification is based on all the codes on | ||
the death certificate, not just the primary cause of death). The codes that are | ||
considered for each signals are described in detail | ||
[here](https://github.com/cmu-delphi/covidcast-indicators/blob/nchs_mortality/nchs_mortality/DETAILS.md#metrics-level-1-m1). We | ||
export the state-level data as-is in a weekly format. | ||
|
||
## Table of contents | ||
{: .no_toc .text-delta} | ||
|
||
1. TOC | ||
{:toc} | ||
|
||
## Geographical Exceptions | ||
|
||
New York City is considered as a special state in the NCHS Mortality data, but | ||
krivard marked this conversation as resolved.
Show resolved
Hide resolved
|
||
we don't consider NYC separately. The death counts for NYC are included in New | ||
York State in our reports. | ||
|
||
## Report Using Epiweeks | ||
|
||
We report the NCHS Mortality data in a weekly format (`time_type=week` \& | ||
`time_value=\{YYYYWW\}`, where `YYYYWW` refers to an epiweek). The CDC defines | ||
the [epiweek](https://wwwn.cdc.gov/nndss/document/MMWR_Week_overview.pdf) as | ||
seven days, from Sunday to Saturday. We check the week-ending dates provided in | ||
the NCHS morality data and use Python package | ||
[epiweeks](https://pypi.org/project/epiweeks/) to convert them into epiweek | ||
format. | ||
|
||
## Missingness | ||
|
||
NCHS suppresses some data to protect individual privacy and avoid publishing | ||
low-confidence figures. This includes data for jurisdictions where counts are | ||
between 1 and 9, and data for weeks where the counts are less than 50% of the | ||
expected number, since these provisional counts are highly incomplete and | ||
potentially misleading. | ||
|
||
## Lag and Backfill | ||
|
||
There is a lag in time between when the death occurred and when the death | ||
certificate is completed, submitted to NCHS, and processed for reporting | ||
purposes. The death counts for earlier weeks are continually revised and may | ||
increase or decrease as new and updated death certificate data are received from | ||
the states by NCHS. This delay can range from 1 week to 8 weeks or even more. | ||
krivard marked this conversation as resolved.
Show resolved
Hide resolved
|
||
Some states report deaths on a daily basis, while other states report deaths weekly | ||
or monthly. State vital record reporting may also be affected or delayed by | ||
COVID-19 related response activities which make death counts not comparable | ||
across states. We check for updates reported by NCHS every weekday but will | ||
report the signals weekly (on Monday). | ||
|
||
## Source and Licensing | ||
|
||
This data was originally published by the National Center for Health Statistics, | ||
and is made available here as a convenience to the forecasting community under | ||
the terms of the original license. The NCHS places restrictions on how this | ||
dataset may be used: you may not attempt to identify any individual included in | ||
the data, whether by itself or through linking to other | ||
individually=identifiable data; you may only use the dataset for statistical | ||
reporting and analysis. The full text of the [NCHS Data Use | ||
Agreement](https://www.cdc.gov/nchs/data_access/restrictions.htm) is available | ||
from their website. |
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.