Translate

Thursday, October 14, 2021

Some critical markers, data, charts for 10/08/2021 VAERS DB report

 Click to enlarge charts and graphs.  All my data analysis removes duplicate VAERS_ID. The table directly below uses the 'symptom fields' for the term greps. Various symptoms, fatality, age, gender and other markers have missing or inappropriate fields in some of the data. The missing/inappropriate data is ignored. Code:


Wednesday, September 29, 2021

Some critical markers, data, charts for 09/24/2021 VAERS DB report

Click to enlarge charts and graphs.  All my data analysis removes duplicate VAERS_ID. The table directly below uses the 'symptom fields' for the term greps. Various symptoms, fatality, age, gender and other markers have missing or inappropriate fields in some of the data. The missing/inappropriate data is ignored. Code:

Thursday, September 9, 2021

US Covid19 daily vaccinations don't reveal any significant or predictable statistical correlation with daily US Covid19 deaths/cases

 

Chart Data for cases, deaths, vaccinations from  "Our World in DataMathieu, E., Ritchie, H., Ortiz-Ospina, E. et al. A global database of COVID-19 vaccinations. Nat Hum Behav (2021) Code for this post here.

The long term data for US Covid-19 daily vaccinations, deaths and cases *is scaled* and plotted below in a seven day rolling average. A table of the R language correlation coefficient (using 'cor' which is scaled 1 to -1) is far below.   The table and visual inspection reveal a fairly strong correlation between daily Covid cases and daily Covid deaths. For 2021 only, US Covid daily vaccinations have a correlation coefficient with both cases and deaths close to '0'. This would indicate no correlative relationship between daily vaccinations with either daily cases or daily deaths.

In the second chart,  three overlay rectangles represent three distinct and separate temporal relationships between daily vaccinations and daily cases/deaths over the course of the pandemic:

  1. The green rectangle graphs daily vaccinations increasing while daily cases/deaths decrease.
  2. The purple rectangle graphs daily vaccinations decreasing while daily cases/deaths continue to decrease.
  3. The blue rectangle graphs daily vaccinations increasing while daily cases/deaths increase.
Click to enlarge the charts.

Saturday, July 24, 2021

Recent articles and research on Vaccine Induced Immune Escape

Questions about Global Vaccination

Two charts with regression lines below  the break are from a data download from "Our World in Data".  Code is available on request. The charts are intended to show both daily and 7 day averages of:
  • scaled new vaccinations (red)
  • scaled new deaths (black)
  • new cases since the start of vaccinations per daily and  for seven day average (blue).
By visual inspection, the world is apparently climbing its third ladder of cases/deaths peak since the start of mass vaccinations in late 2020. There is little question for some of us that the onslaught of highly transmissible variants means that cases, deaths, hospitalizations will continue to both accumulate and rise as mass vaccination continues. I have these questions:
  • Are the vaccines actually helping us fight Covid-19?
  • Are the vaccines creating through 'immune escape' continuing cycles of more virulent and/or more transmissible variants?
  • Is global vaccination a strategy that will bring continued death to many?
Far below the charts are recent posts and papers that help examine these questions. Click to enlarge the charts.

Sunday, June 13, 2021

VAERS analysis and snapshots from the Friday, 06/11/2021 VAERS drop

Some VAERS snapshots analysis from the Friday, 06/11/2021 VAERS drop  representing data to 6/4/2021. These tables and charts are produced with R packages (libraries) from CRAN and Bioconductor including data.table, tm, graph, Rgraphviz, wordcloud.  Some of my R code can be found here.  Click to enlarge the screen shots, charts, and word clouds. View this blog on a wide screen.