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Merge pull request #1722 from cmu-delphi/release/delphi-epidata-4.1.41
Release Delphi Epidata 4.1.41
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‎.bumpversion.cfg‎

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[bumpversion]
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current_version = 4.1.40
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current_version = 4.1.41
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commit = False
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tag = False
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‎dev/local/setup.cfg‎

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[metadata]
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name = Delphi Development
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version = 4.1.40
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version = 4.1.41
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[options]
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packages =

‎docs/Gemfile.lock‎

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jekyll-seo-tag (~> 2.1)
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minitest (5.17.0)
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multipart-post (2.1.1)
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nokogiri (1.18.9)
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nokogiri (1.19.1)
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mini_portile2 (~> 2.8.2)
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racc (~> 1.4)
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octokit (4.20.0)

‎docs/api/01meta.md‎

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```python
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# Import
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from epidatpy import CovidcastEpidata, EpiDataContext, EpiRange
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from epidatpy import EpiDataContext
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# Fetch data
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epidata = EpiDataContext()
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res = epidata.pub_meta()
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print(res)
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print(res()['epidata'])
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```
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</div>
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‎docs/api/cdc.md‎

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```python
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# Import
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from epidatpy import CovidcastEpidata, EpiDataContext, EpiRange
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from epidatpy import EpiDataContext
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# Fetch data
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epidata = EpiDataContext()
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res = epidata.pvt_cdc(auth='auth_token', locations=['nat'], epiweeks=[201501])
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print(res)
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print(res.df())
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```
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</div>
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‎docs/api/covid_hosp.md‎

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@@ -23,6 +23,9 @@ title: COVID-19 Reported Patient Impact and Hospital Capacity by State Timeserie
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This dataset provides daily surveys of hospital COVID-19 capacity and patient impact, as reported by US hospitals. Data is acquired from HealthData.gov. It is a mirror of the "COVID-19 Reported Patient Impact and Hospital Capacity by State Timeseries" and "COVID-19 Reported Patient Impact and Hospital Capacity by State" datasets provided by HHS via healthdata.gov. The latter provides more frequent updates, so it is combined with the former to create a single dataset which is as recent as possible.
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> **Note:** Administration of this dataset has moved to the National Healthcare Safety Network (NHSN). See [NHSN Respiratory Hospitalizations](covidcast-signals/nhsn.md) for the current data source.
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{: .note }
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HHS performs up to four days of forward-fill for missing values in the
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[facility-level data](covid_hosp_facility.md) which are aggregated to make this
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state-level dataset. This sometimes results in repeated values in the state-level data.
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```python
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# Import
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from epidatpy import CovidcastEpidata, EpiDataContext, EpiRange
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from epidatpy import EpiDataContext, EpiRange
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# Fetch data
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epidata = EpiDataContext()
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res = epidata.pub_covid_hosp(states="MA", dates=20200510)
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print(res)
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res = epidata.pub_covid_hosp_state_timeseries(states="MA", dates=20200510)
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print(res.df())
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```
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</div>
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‎docs/api/covid_hosp_facility.md‎

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This dataset provides facility-level daily surveys of hospital COVID-19 capacity and patient impact. Data is acquired from HealthData.gov. It is a mirror of the "COVID-19 Reported Patient Impact and Hospital Capacity by Facility" dataset provided by HHS via healthdata.gov.
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> **Note:** Administration of this dataset has moved to the National Healthcare Safety Network (NHSN). See [NHSN Respiratory Hospitalizations](covidcast-signals/nhsn.md) for the current data source.
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{: .note }
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HHS performs up to four days of forward-fill for missing values.
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Starting October 1, 2022, some facilities are only required to report annually.
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```python
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# Import
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from epidatpy import CovidcastEpidata, EpiDataContext, EpiRange
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from epidatpy import EpiDataContext, EpiRange
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# Fetch data
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epidata = EpiDataContext()
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res = epidata.pub_covid_hosp_facility(hospital_pks="390119", collection_weeks=EpiRange(20201201, 20201207))
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print(res)
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print(res.df())
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```
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</div>
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‎docs/api/covid_hosp_facility_lookup.md‎

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{: .no_toc}
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This endpoint is a companion to the [`covid_hosp_facility` endpoint](covid_hosp_facility.md). It provides a way to find unique identifiers and other metadata for facilities of interest.
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> **Note:** Administration of this dataset has moved to the National Healthcare Safety Network (NHSN). See [NHSN Respiratory Hospitalizations](covidcast-signals/nhsn.md) for the current data source.
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{: .note }
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A total of 4922 facilities are included.
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Metadata is derived from the "COVID-19 Reported Patient Impact and Hospital Capacity by Facility" dataset provided by HHS via healthdata.gov.
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```python
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# Import
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from epidatpy import CovidcastEpidata, EpiDataContext, EpiRange
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from epidatpy import EpiDataContext
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# Fetch data
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epidata = EpiDataContext()
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res = epidata.pub_covid_hosp_facility_lookup(city="southlake")
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print(res)
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print(res.df())
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```
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</div>
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‎docs/api/covidcast-signals/chng.md‎

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| `smoothed_adj_outpatient_covid` | Same, but with systematic day-of-week effects removed; see [details below](#day-of-week-adjustment) <br/> **Earliest date available:** 2020-02-01 |
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| `smoothed_outpatient_cli` | Estimated percentage of outpatient doctor visits primarily about COVID-related symptoms, based on Change Healthcare claims data that has been de-identified in accordance with HIPAA privacy regulations, smoothed in time using a Gaussian linear smoother <br/> **Earliest date available:** 2020-02-01 |
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| `smoothed_adj_outpatient_cli` | Same, but with systematic day-of-week effects removed; see [details below](#day-of-week-adjustment) <br/> **Earliest date available:** 2020-02-01 |
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| `smoothed_outpatient_flu` | Estimated percentage of outpatient doctor visits with confirmed influenza, based on Change Healthcare claims data that has been de-identified in accordance with HIPAA privacy regulations, smoothed in time using a Gaussian linear smoother <br/> **Earliest issue available:** 2021-12-06 <br/> **Earliest date available:** 2020-02-01 |
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| `smoothed_adj_outpatient_flu` | Same, but with systematic day-of-week effects removed; see [details below](#day-of-week-adjustment) <br/> **Earliest issue available:** 2021-12-06 <br/> **Earliest date available:** 2020-02-01 |
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| `smoothed_outpatient_flu` | Estimated percentage of outpatient doctor visits with confirmed influenza, based on Change Healthcare claims data that has been de-identified in accordance with HIPAA privacy regulations, smoothed in time using a Gaussian linear smoother <br/> **Earliest date available:** 2020-02-01 |
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| `smoothed_adj_outpatient_flu` | Same, but with systematic day-of-week effects removed; see [details below](#day-of-week-adjustment) <br/> **Earliest date available:** 2020-02-01 |
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## Table of Contents
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{: .no_toc .text-delta}

‎docs/api/covidcast-signals/google-symptoms.md‎

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| **Data Source** | Google |
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| **Geographic Levels** | National, Department of Health & Human Services (HHS) Regions, State, County, Hospital Referral Region (HRR), Metropolitan Statistical Area (MSA) (see [geography coding docs](../covidcast_geography.md)) |
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| **Temporal Granularity** | Daily (see [date format docs](../covidcast_times.md)) |
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| **Reporting Cadence** | Inactive - No longer updated after November 16th, 2025 |
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| **Reporting Cadence** | Inactive - No longer updated after November 16th, 2025 (see [Symptom sets](#symptom-sets) for details) |
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| **Date of last data revision:** | March 14th, 2025 (see [data revision docs](#changelog)) |
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| **Temporal Scope Start** | February 13th, 2020, with some variation depending on geographic area|
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| **License** | [Google Terms of Service](https://policies.google.com/terms) |
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Until January 20, 2022, we had separate signals for symptoms Anosmia, Ageusia, and their sum.
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| Signal | Description |
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| --- | --- |
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| `s01_raw_search` | The average of Google search volume for related searches of symptom set _s01_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s01_smoothed_search` | The average of Google search volume for related searches of symptom set _s01_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s02_raw_search` | The average of Google search volume for related searches of symptom set _s02_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s02_smoothed_search` | The average of Google search volume for related searches of symptom set _s02_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s03_raw_search` | The average of Google search volume for related searches of symptom set _s03_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s03_smoothed_search` | The average of Google search volume for related searches of symptom set _s03_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s04_raw_search` | The average of Google search volume for related searches of symptom set _s04_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s04_smoothed_search` | The average of Google search volume for related searches of symptom set _s04_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s05_raw_search` | The average of Google search volume for related searches of symptom set _s05_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s05_smoothed_search` | The average of Google search volume for related searches of symptom set _s05_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s06_raw_search` | The average of Google search volume for related searches of symptom set _s06_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s06_smoothed_search` | The average of Google search volume for related searches of symptom set _s06_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s07_raw_search` | The average of Google search volume for related searches of symptom set _s07_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s07_smoothed_search` | The average of Google search volume for related searches of symptom set _s07_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `scontrol_raw_search` | The average of Google search volume for related searches of symptom set _scontrol_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `scontrol_smoothed_search` | The average of Google search volume for related searches of symptom set _scontrol_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `anosmia_raw_search` | Google search volume for anosmia-related searches, in arbitrary units that are normalized for overall search users. _This signal is no longer updated as of 20 January, 2022._ <br/> **Earliest date available:** 2020-02-13 |
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| `anosmia_smoothed_search` | Google search volume for anosmia-related searches, in arbitrary units that are normalized for overall search users, smoothed by 7-day average. _This signal is no longer updated as of 20 January, 2022._ <br/> **Earliest date available:** 2020-02-20 |
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| `ageusia_raw_search` | Google search volume for ageusia-related searches, in arbitrary units that are normalized for overall search users. _This signal is no longer updated as of 20 January, 2022._ <br/> **Earliest date available:** 2020-02-13 |
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| `ageusia_smoothed_search` | Google search volume for ageusia-related searches, in arbitrary units that are normalized for overall search users, smoothed by 7-day average. _This signal is no longer updated as of 20 January, 2022._ <br/> **Earliest date available:** 2020-02-20 |
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| `sum_anosmia_ageusia_raw_search` | The sum of Google search volume for anosmia and ageusia related searches, in an arbitrary units that are normalized for overall search users. _This signal is no longer updated as of 20 January, 2022._ <br/> **Earliest date available:** 2020-02-13 |
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| `sum_anosmia_ageusia_smoothed_search` | The sum of Google search volume for anosmia and ageusia related searches, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. _This signal is no longer updated as of 20 January, 2022._ <br/> **Earliest date available:** 2020-02-20 |
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| Signal | Status | Description |
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| --- | --- | --- |
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| `s01_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s01_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s01_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s01_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s02_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s02_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s02_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s02_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s03_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s03_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s03_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s03_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s04_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s04_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s04_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s04_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s05_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s05_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s05_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s05_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s06_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s06_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s06_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s06_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `s07_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s07_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `s07_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _s07_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `scontrol_raw_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _scontrol_, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2017-08-15 |
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| `scontrol_smoothed_search` | Ended Nov 2025 | The average of Google search volume for related searches of symptom set _scontrol_, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2017-08-21 |
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| `anosmia_raw_search` | Ended Jan 2022 | Google search volume for anosmia-related searches, in arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2020-02-13 |
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| `anosmia_smoothed_search` | Ended Jan 2022 | Google search volume for anosmia-related searches, in arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2020-02-20 |
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| `ageusia_raw_search` | Ended Jan 2022 | Google search volume for ageusia-related searches, in arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2020-02-13 |
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| `ageusia_smoothed_search` | Ended Jan 2022 | Google search volume for ageusia-related searches, in arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2020-02-20 |
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| `sum_anosmia_ageusia_raw_search` | Ended Jan 2022 | The sum of Google search volume for anosmia and ageusia related searches, in an arbitrary units that are normalized for overall search users. <br/> **Earliest date available:** 2020-02-13 |
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| `sum_anosmia_ageusia_smoothed_search` | Ended Jan 2022 | The sum of Google search volume for anosmia and ageusia related searches, in an arbitrary units that are normalized for overall search users, smoothed by 7-day average. <br/> **Earliest date available:** 2020-02-20 |
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## Table of Contents

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