Last Date Dose Administered Multi-Dose Mortality Averages

#indefinite #inoculations #dangerous #ineffective

The goal of this study is to get an idea of the average number of “Days to Onset” for recipients of multiple COVID-19 inoculations. Numerous VAERS analysts including myself have discovered a pattern of obfuscation in VAERS reports. The discrepancies include but are not limited the number of doses, the onset date, days to onset, vax date, location and age. The data discrepancies were discovered during research of VAERS fatality reports for the States & Territories of the United States of America.

The study analyzed over 15,000 reports. The data was screened and cleaned over a period of months in 2022. The data includes the weekly data released on Friday November 04, 2022. About 10% of the reports required cleaning. The goal of the study was estimate what the average “Days to Onset” is for the different dose levels from the “Last Date Dose Administered”.

In some of the 3, 4 and 5 dose cases the “VAX DATE” is from the primary DOSE#1 & DOSE#2 series. As a result the averages for “Days to Onset” in DOSE#3, DOSE#4 and DOSE#5 can be artificially increased by inputs ranging from around 90 days to over 365 days. How much dose this reporting practice alter the averages?

The study had a few parameters for DOSE#3, DOSE#4 & DOSE#5. If the date of those doses wasn’t disclosed or couldn’t be determined from other clues such as a the “Write-Up” the “DAYS to ONSET” input was marked with “X”. The case will not be factored into the averages. In the case of extra dose administered the dose level of the case remains at the determined level. For example on DOSE#4 a recipient was inoculated with an extra dose. The “Write-Up” makes it very clear it’s DOSE#5. The report will be in the DOSE#5 cohort. The data was sourced from www.medalerts.org

In 1,950 of the cases the DOSE level could not be determined. This was after screening the report for lot numbers and reading the “Write-Up”. 449 reports were from the Janssen/J&J shot. 618 reports were from Moderna. 859 reports were from Pzifer-Biontech. 24 reports were “UNK” manufacturer. The overall average “DAYS to ONSET” for this cohort is 63.294 days. The Janssen/J&J average is 55.755 days. The Moderna average is 72.816 days. The Pfizer-Biontech average is 59.217. The “UNK” average is 10.158 days.

In the DOSE#1 cohort there are 4,407 reports with an average of 73.912 days. The J&J shot had 1,245 cases. In 242 cases “DAYS to ONSET” information is unknown. Before the cleaning the average registered at 153.36 days. After cleaning the data for 3 cases the average is 104.8 days. In two of the cases, VAERS #1198107 & #2058775, the “VAX DATE” was the birth date of the decedent. In one case the “DAYS to ONSET” was reduced from 19,420 to 32. The other case with a “DAYS to ONSET” of 29,299 was eliminated since the true “VAX DATE” wasn’t available. The pre-clean average is highlighted in yellow in purple column. The post-clean average is on its right side!

The Moderna inoculation has 1,724 DOSE#1 cases. The cohort average before cleaning was 55.57 days. After cleaning the data the average was lowered to 33.25 days. In VAERS#974138 the “DAYS to ONSET” was 36,896 because the “VAX DATE” was from January of 1920!! In this case the “VAX DATE” was adjusted to the January date of 2021. The estimated “DAYS to ONSET”was adjusted to 4 days. The Pfizer-Biontech inoculation has 1,426 DOSE#1 cases. The averages stayed the same before and after cleaning at 33.94 days.

The DOSE#2 cohort has a total of 7,033 cases. 72 cases belong to Janssen/J&J. The average for this cohort is 81.34 days. After cleaning 5 cases from the first part of 2021 the average “DAYS to ONSET” the average for cases with a DOSE#2 date is 62.02 days. The Moderna cohort has 3,150 DOSE#2 cases. The average “DAYS to ONSET” for this cohort is 138.65 days. No Moderna DOSE#2 cases required cleaning. The Pfizer-Biontech cohort has 3,763 cases. The average “DAYS to ONSET” before cleaning was 155.44 days. 3 cases required cleaning. After cleaning the average is 137.96 days. There are 9 DOSE#2 cases with an unknown manufacturer. That average is 94 days.

The DOSE#2 Cohort has a small percentage of mixed manufacturer cases. 16 cases are JANSSEN(1)-MODERNA-(2). Their average before cleaning was 85 days. After cleaning 1 case the average is 67.86 days. 9 cases are from JANSSEN(1)-PFIZER-BIONTECH(2). Their average remains at 71.44 days. 1 case is a JANSSEN(1)-UNK(2). The average is 22 days. 1 case is from the MODERNA(1)-JANSSEN(2) cohort. The average is 8 days. 5 cases are from MODERNA(1)-PFIZER-BIOTECH(2). The average is 69.75 days. 1 case is PFIZER-BIONTECH(1)-JANNSEN(2). The average is 213 days. 4 cases are PFIZER-BIONTECH(1)-MODERNA(2). The average is 145 days.

There are 1,544 DOSE#3 cases in the study. 1 case is from JANSSEN/J&J. The average is 14 days. There are 677 Moderna cases. There are 821 Pfizer-Biontech cases. There are 4 cases with an “UNKNOWN” manufacturer. There are small cohorts of mixed-manufacturer cases. MODERNA-PFIZER has 23 cases. Pfizer-Janssen has 3 cases and Pfizer-Moderna has 15 cases.

The pre-clean average for 665 Moderna DOSE#3 cases was 152.55 days. After cleaning the average is 72.61 days. In one case “VAX DATE” was reported as the victim’s date of birth. The “Write-Up” stated the victim died one day after a booster in December 2021. For Pfizer-Biontech DOSE#3 cases the pre-clean average was 112.07 days. After cleaning the average is 76.82 days. Here is a screenshot of the research.

In the smaller DOSE#3 cohorts of MODERNA-PFIZER and PFIZER-MODERNA adjustments were made. MODERNA-PFIZER was reduced to 70.5 days from 122.1 days while PFIZER-MODERNA was reduced to 52.5 days from 189.27 days

The DOSE#4 Cohort accounted for a little over 1% of the total cases with 161 cases. The pre-clean average was 76.38 days. After cleaning the average was reduced to 24.27 days. In one case the “VAX DATE” is from 2017! The “DAYS to ONSET” is reported at 1,661 days! The report indicates the victim’s onset began the next day! That case number is 2297615.

The averages for DOSE#4 Moderna, Pfizer-Biontech, MODERNA-PFIZER and PFIZER-MODERNA all wind up in a range of 22-23 days after cleaning. The LDDA, Last Date Dose Administered, method is showing a disturbing trend of “DAYS to ONSET” significantly lowering in fatality events. Here are some screenshots from the DOSE#4 cohorts.

DOSE#5 events make up .10% of the data at this point. While this cohort is novel the averages are declining from the DOSE#4 level. Thank you for reading and sharing. Sharing is caring!