March 15, 2020

Variables affected:

Tags: CTP Backfill

On March 15, 2020, we captured a value for Montana's Pending, but Montana did not provide this data point on any other day. To ensure that we have a consistent timeseries extending to multiple days for each data point in our historical data, we are clearing this value.

March 6, 2021

Variables affected:

Tags: State Anomalies

On March 6, 2021, Montana’s Confirmed cases decreased by 173 without explanation.

March 7, 2020

Variables affected:

Tags: CTP API / Logic Changes CTP Backfill

Prepped montana for switch to using explicit Total Tests (PCR) for totalTestResults, and switched them. The prep included backfilling Total Tests (PCR) for the first ~month of the pandemic with data from screenshots and totalTestResults that were calculated from explicit values. Also cleared out negatives back to 3/20, as they were not explicit.

Total test results dropped by 5147.

March 7, 2020 to March 5, 2021

Variables affected:

Tags: CTP Backfill

Extending MT's Total Tests (PCR) time series back to 3/7 using explicit-negatives-based TTR up until 3/20 and screenshots for the rest where available. Also wiped MT's negatives column back to 3/20, the last time we collected explicit negatives from them.

March 3, 2021

Variables affected:

Tags: State Anomalies

On March 3, 2021, Montana's Confirmed cases decreased by 125 without explanation.

March 2, 2021

Variables affected:

Tags: State Anomalies

On March 2, 2021, Montana's **Confirmed cases** decreased by 91 without explanation.

February 26, 2021

Variables affected:

Tags: State / Metric No Update

On February 26, 2021, Montana did not update their **Confirmed cases** or **Probable cases** before the time of our daily update.

February 25, 2021

Variables affected:

Tags: State Anomalies State Data Note

On February 25, 2021, Montana’s Confirmed cases decreased by 83 without explanation.

February 24, 2021

Variables affected:

Tags: State Anomalies State Data Note

On February 24, 2021, Montana’s Confirmed cases decreased by 117 without explanation.

February 22, 2021

Variables affected:

Tags: State Anomalies

On February 22, 2021, Montana's **Deaths (confirmed and probable)** decreased by 1 without explanation.

February 14, 2021

Variables affected:

Tags: State Anomalies

On February 14, 2021, Montana's **Ever hospitalized** value dropped by 2 with no explanation.

February 5, 2021

Variables affected:

Tags: State Anomalies

On February 05, 2021, Montana's **Deaths (confirmed and probable)** decreased by 1 without explanation.

January 31, 2021

Variables affected:

Tags: State Anomalies

On January 31, 2021, Montana's Ever hospitalized decreased by 1 without explanation.

December 1, 2020

Variables affected:

Tags: CTP Backfill CTP Backfill Mistake Correction

On December 1, 2020, we accidentally captured a number for Montana's Total PCR tests. Montana does not currently report this metric, and we corrected the error and removed this number from our timeseries on January 27, 2021.

April 30, 2020 to January 26, 2021

Variables affected:

Tags: CTP Backfill CTP Process / Source Change

On January 26, 2021, Montana reported that they include a breakdown of confirmed and probable cases on a report linked in the demographics tab of their dashboard. After further investigation, we determined that the Confirmed cases number we had been capturing included both confirmed and probable cases. On January 27, 2021, we cleared our entire Confirmed cases timeseries from April 30, 2020 through January 26, 2021. Beginning on January 27, 2021, we will capture Confirmed cases and Probable cases from the report linked in the demographics tab of their dashboard, and will backfill our timeseries as we are able to.

January 10, 2021

Variables affected:

Tags: State Anomalies

On January 10, 2021, Montana's Cumulative Hospitalized number decreased from 3,837 to 3,834 without explanation.

January 2, 2021

Variables affected:

Tags: State / Metric No Update

On January 2, 2021, Montana noted that they should be publishing updated hospitalization on Januray 2, 2021, however this update was not available as of the time we publish data. Current ICU and currently on Ventilator data points have not been updated.

January 1, 2021

Variables affected:

Tags: State / Metric No Update State Data Note

On December 25, 2020, Montana announced on their COVID-19 dashboard that there would be no update to their data on December 25, 2020, or on January 1, 2021 due to the holidays. We were able to update Currently in ICU, and Currently on Ventilator from Montana's separate source.

December 26, 2020

Variables affected:

Tags: State / Metric No Update

On December 26, 2020, hospitalization metrics did not update for these states.

December 25, 2020

Variables affected:

Tags: State / Metric No Update

On December 25, 2020, Montana announced on their COVID-19 dashboard that there would be no update to their data on December 25, 2020, or on January 1, 2021 due to the holidays. We were able to update **Now hospitalized** from Montana's separate hospitalization source.

December 14, 2020

Variables affected:

Tags: State / Metric No Update

On December 14, 2020, Montana announced that due to updates to their data reporting system on December 13, 2020, no new cases could be reported on December 13, 2020. We were unable to update Cases (confirmed + probable) and Negative PCR tests (people) on December 14, 2020.

November 27, 2020

Variables affected:

Tags: State Anomalies

On November 27, 2020, Montana's Cumulative hospitalized number decreased by 8 hospitalizations, and their Deaths (confirmed plus probable) number decreased by 1 death.

November 24, 2020

Variables affected:

Tags: State / Metric No Update

On November 24, 2020, Montana did not update their current hospitalization data. We carried over values for: Currently hospitalized/Now hospitalized

November 23, 2020

Variables affected:

Tags: CTP Backfill CTP Process / Source Change

On November 24, 2020, we identified a new source for Montana's Currently in ICU and Currently on Ventilator. We will begin capturing these metrics in our daily update on November 24, 2020. However, we were able to find the pdf for November 23, 2020, so we are backfilling Montana's Currently in ICU and Currently on Ventilator for November 23, 2020.

November 16, 2020

Variables affected:

Tags: State Anomalies

On November 16, 2020, Montana’s Confirmed cases increased by more than their **Total PCR tests (specimens) **without explanation. As a result, Negative test results which are calculated by subtracting Positive PCR tests (people) from Total PCR tests (specimens) decreased.

November 8, 2020

Variables affected:

On November 8, 2020, Montana's Recovered number decreased by 32.

August 12, 2020 to August 13, 2020

Variables affected:

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

March 28, 2020 to August 12, 2020

Variables affected:

MT reports Total Tests in unclear units, but we had been recording them as People. Additionally, we identified a way to backfill 5/17-3/28 from state data. Moved Total Tests from Total PCR Tests (people) to Total Tests (PCR) and then added data from backfill to Total Tests (PCR)

April 8, 2020

Variables affected:

Tags: New Metric

On April 8, 2020, MOntana started reporting recovered cases.