Closed bfjia closed 4 months ago
Potentially could consider using outbreak numbers that is still available via the Health-infobase to track overall Canadian trends. The correlation between outbreak numbers and case numbers is very high.
Cases by age and gender CSV still report cases/hospitalization for the week of Jun 8th. https://health-infobase.canada.ca/src/data/covidLive/covid19-epiSummary-ageGender.csv -- This data, however is under reported as it excludes values that does not have gender/age information
BC Cases: https://bccdc.shinyapps.io/respiratory_covid_sitrep/ -- Case counts can be extracted using the SVG line elements.
Will outbreak definition be consistent?
For the correlation plots, highlight the last month.
Outbreak/Cases plot with last 4 data points highlighted in red
Another source of data could be the case positivity rate from the respiratory virus reports. https://www.canada.ca/en/public-health/services/surveillance/respiratory-virus-detections-canada/2023-2024/week-23-ending-june-8-2024.html
Sally: Could you take a look to see which has been most correlated with reported case numbers (and each other): outbreaks, test positivity, or test positivity*test number
Doesnt look like the negative correlation with positivity is due to a change in methodology. Recent data (since 2024-01-01) were all non correlative.
Gender data is still updated weekly. Outbreak data is updated monthly. Positivity data updated weekly.
As of July 3rd, the Outbreaks CSV seems to have changed. Overall, it seems lower compared to before for the last year
This is the correlation for the new outbreak CSV
Link to the outbreak CSV: https://health-infobase.canada.ca/src/data/covidLive/covid19-epiSummary-outbreaks-settings.csv Link to the positivity CSV: https://health-infobase.canada.ca/src/data/covidLive/covid19-epiSummary-labIndicators2.csv Link to the gender CSV: https://health-infobase.canada.ca/src/data/covidLive/covid19-epiSummary-ageGender.csv
Outbreak CSV from June 18th, 2024: https://1drv.ms/u/s!Ahefjh1UXa259qBCV1eFiccSC9yVPQ?e=clJBjd Outbreak CSV from July 3rd, 2024. https://1drv.ms/u/s!Ahefjh1UXa259qBJUndDLnDhB9EJ1A?e=qn8k6v
I think the positivity data are OK. I took a look at the test positivity times test number and it correlates well with case numbers (see attached excel file). I don't get negative correlations, so maybe there was a bug?
The little hockey stick at the bottom left is caused by the "number of detections" (=positivity*tests) being more accurate near the present than the case reporting.
Positivity correlates less well (but still positive):
[Above use the case counts in covid19-epiSummary-weeklyEpiCur from https://health-infobase.canada.ca/covid-19/current-situation.html ]
Link to the positivity CSV is also still present at the bottom of https://health-infobase.canada.ca/covid-19/ (search for lab indicators)
Doesnt look like the negative correlation with positivity is due to a change in methodology. Recent data (since 2024-01-01) were all non correlative.
The different here is actually due to the fact that i used a wrong dataset. The Respiratory Virus Detections dashboard didn't actually exist until this week's update. Previously it was reported here via HTML tables. https://web.archive.org/web/20240603032930/https://www.canada.ca/en/public-health/se[…]us-detections-canada/2023-2024/week-18-ending-may-4-2024.html I been using the Positive human coronavirus (HCoV) tests data which is incorrect and not actually COVID related.
Aha! Glad that is sorted. I think we can go with detections moving forward. Interestingly, this page makes it sound like the data reported to PHAC is # of tests and # of detections, from which positivity is calculated (so we're just backtracking to get number of detections): https://health-infobase.canada.ca/respiratory-virus-detections/understanding.html
I spent some time looking at sources of provincial COVID-19 case counts today given the recent news about the InfoBase, and it's not looking great. I welcome suggestions and links if you know there's another source of this information.
Provinces with data still available*:
Provinces that's no longer available:
For reference, we currently have data for BC/AB/ON/QC/NS/NB/NL using the Health InfoBase CSV.
Should we lose the Health InfoBase CSV, we will only have consistent data from Quebec, Alberta is OK and manageable, and New Brunswick with a 1 month delay.