March 4, 2020 to March 6, 2021

Variables affected:

Tags: CTP Backfill

The Total antibody tests (specimens) figure we have been capturing for Arizona is actually Total antibody tests (people). Arizona also provides a true Total antibody tests (specimens) number on their dashboard. We are moving our Total antibody tests (specimens) timeseries into Total antibody tests (specimens), and will begin capturing Total antibody tests (specimens) from their data dashboard, and backfill this timeseries through 07/16/20 from the graph on Arizona's dashboard.

May 7, 2020 to March 6, 2021

Variables affected:

Tags: CTP Backfill CTP Process / Source Change

The Total antibody tests (specimens) figure we have been capturing for Arizona is actually Total antibody tests (people). We are moving our Total antibody tests (specimens) timeseries into Total antibody tests (people).

March 1, 2021

Variables affected:

Tags: State Anomalies

On March 1, 2021, Arizona's Ever hospitalized decreased by 10 without explanation.

March 1, 2021

Variables affected:

Tags: State Anomalies

On March 1, 2021, Arizona announced via the official Arizona Department of Health Twitter that due to death certificate matching, Confirmed deaths increased by 1, and Probable deaths decreased by 2. As a result, Deaths (confirmed + probable) decreased by 1.

April 14, 2020 to February 22, 2021

Variables affected:

Tags: CTP Backfill CTP Process / Source Change

Clearing duplicate recoveries field after switch to hosp. discharges.

February 22, 2021

Variables affected:

Tags: State Anomalies

On February 22, 2021, Arizona [announced](https://twitter.com/AZDHS/status/1363869914356994054?s=20) via the Department of Health's official Twitter that no new deaths were reported. Additionally, there was a decrease of 3 deaths (confirmed and probable) due to death certificate matching.

January 18, 2021

Variables affected:

Tags: State Anomalies State Data Note

On January 18, 2021 Arizona [announced](https://twitter.com/AZDHS/status/1351183189100867586) via the official Arizona Department of Health twitter that their reported Deaths (confirmed and probable) decreased by one due to de-duplication of the data.

January 9, 2021

Variables affected:

Tags: State Anomalies

On January 9, 2021, Arizona announced that the number of COVID-19 patients in ICU was incomplete on their COVID-19 dashboard, and we sourced Currently in ICU from the official Arizona Department of Health twitter.

January 7, 2021

Variables affected:

Tags: State Anomalies

On January 7, 2021, Arizona announced that 238 of their deaths were identified through their death certificate matching process.

December 28, 2020

Variables affected:

Tags: State Anomalies State Data Note

On December 28, 2020, Arizona noted that due to the holiday weekend, multiple days of case reviews were completed, resulting in the data for December 28, 2020 being higher than usual. As a result, they reported more Positive PCR tests (people) than Total PCR tests (people), which caused their Negative PCR tests (people), which is calculated as Total PCR tests (people) minus Positive PCR tests (people) to decrease.

December 10, 2020

Variables affected:

Tags: CTP API / Logic Changes

As of December 10, 2020, Arizona's total test results are drawn from our `totalTestsViral` field instead of calculated via positive+negative.

March 4, 2020 to December 8, 2020

Variables affected:

Tags: CTP Backfill New Dataset / Timeseries

On December 10, 2020, we backfilled Arizona's Total PCR Tests (specimens) from 3/2-12/8 using data that appeared on Arizona's dashboard on December 8, 2020.

December 9, 2020

Variables affected:

Tags: Other New Metric

On December 9, 2020, Arizona began reporting Total PCR Tests (test encounters)

December 1, 2020

Variables affected:

Tags: State Anomalies State Data Note

On December 1, 2020, Arizona announced that figures reported on December 1, 2020, would be higher than normal due to a delay in case review and reported over the Thanksgiving weekend.

November 5, 2020

Variables affected:

Tags: CTP Backfill CTP Backfill Mistake Correction

On November 5, 2020, Negative PCR tests (people), was incorrectly calculated as {Total PCR tests (people) - Cases (confirmed plus probable)} instead of {Total PCR tests (people) - Positive PCR tests (people)}. On November 23, 2020 we corrected this error.

November 20, 2020

Variables affected:

Tags: CTP Backfill CTP Backfill Mistake Correction

On November 20, 2020, Arizona's Currently hospitalized got deleted from our data. Fixing this mistake.

November 13, 2020

Variables affected:

Tags: CTP Backfill Mistake Correction CTP Backfill

On November 13, 2020, we corrected a typo in Total PCR tests (people) and Negative PCR tests (people).

November 1, 2020

Variables affected:

On November 1, 2020, Arizona's Deaths (confirmed) decreased from 5664 to 5663.

October 6, 2020

Variables affected:

On 10/6, The Arizona Department of Health Services announced that they were removing cases who had been admitted to a hospital but had not been hospitalized from their total hospitalization counts. This resulted in a decrease of Arizona's cumulative hospitalizations, from 22303 to 19987. https://directorsblog.health.azdhs.gov/covid-19-hospitalizations-in-arizona/?utm_source=TWITTER&utm_medium=AZDHS&utm_campaign=covid19,Director's+Blog&utm_content=3840149936&linkId=101333440

March 4, 2020 to September 24, 2020

Variables affected:

Tags: CTP Backfill State Annotation / Source Change CTP API / Logic Changes

AZ's historical testing timeseries represents unique people, not specimens, according to outreach

March 4, 2020 to September 25, 2020

Variables affected:

Update totalTestResults to draw from unique people instead of pos+neg.

September 18, 2020

Variables affected:

On 9/18, AZ officially changed their policy around reporting positive antigen tests as presumptive cases as per the CSTE definition, resulting in a large increase in probable cases and a slight decrease in confirmed cases, likely from shuffling around case counts.

September 16, 2020

Variables affected:

On 9/16, AZ started combining PCR and antigen testing and reporting as “Diagnostic” tests. We are recording this number for Total Tests (PCR) for now, resulting in a jump of ~16K tests today.

August 30, 2020 to August 31, 2020

Variables affected:

Tags: State Anomalies

On August 30 and August 31, the Arizona Department of Health removed duplicate case records from their data. As a result, total deaths decreased by 1 on August 31, and cumulative hospitalizations decreased on August 30 and August 31.

April 2, 2020 to July 26, 2020

Variables affected:

Tags: CTP Backfill CTP Backfill Mistake Correction

On 5/13 data entry entered the wrong number of PCR tests in AZ. This fixes the number from 165k to 127K

August 23, 2020 to August 24, 2020

Variables affected:

On August 23 and August 24, 2020 Arizona's Ever hospitalized metric decreased by 22 and 30, respectively. We were unable to find an explanation for the decreases.

August 12, 2020 to August 13, 2020

Variables affected:

States Grades not published for 8/12-8/13

June 11, 2020 to July 28, 2020

Variables affected:

Backfilled probable cases until 6/11 by subtracting confirmed cases from total cases. For 6/12 and 7/17 - 8/4, carried the same probable value because hover feature was broken on those days.

August 5, 2020

Variables affected:

On 8/5, the confirmed/probable hover started working again. We are now recording probable cases, and have resumed recording confirmed cases, and death, as well as switching back to normal calc. for neg. cases

July 30, 2020

Variables affected:

On 7/30 the negativeTestsViral was entered incorrectly, which also impacted the report totalTestResults for that day. This correct the totalTestResults from 903,954 to 913,266

July 28, 2020 to July 30, 2020

Variables affected:

On July 28 and July 29, we noticed that Arizona's Now hospitalized metric decreased slightly while it's Ever hospitalized metric increased significantly. We were unable to find an explanation for the increassa.

July 18, 2020

Variables affected:

On July 18, AZ's dashboard stopped displaying the confirmed vs. probable breakdown of cases and deaths with its hover-over feature. We are going to back-fill the breakdown once AZ provides the historical numbers.

June 21, 2020 to June 23, 2020

Variables affected:

Tags: State / Metric No Update

Between June 21, 2020 and June 23, 2020, Arizona did not update its cumulative hospitalized metric.

March 4, 2020 to June 23, 2020

Variables affected:

Tags: CTP Backfill

On June 23, 2020 we backfilled our time series for Ever hospitalized to match Arizona's time series which was regularly revised.

May 7, 2020

Variables affected:

Tags: New Metric

On May 7, 2020, Arizona started reporting antibody tests in units of people.

April 13, 2020

Variables affected:

Tags: New Metric

On April 13, 2020, Arizona started reporting current hospitalization metrics.