Time Window Paradox
Second Excerpt from the Data Paradoxes Section of the TB Methodology
For some reason, I haven’t been able to write lately. It’s a difficult time of year for some people. Instead of writing something new, below is another paradox from the Top-Down Investigation, Bottom-Up Verification Method (TBM).
Here it is.
Time-Window Paradox seems almost like magic. There will be no signal in various mathematical and or visual representations of data sets. However, if you aggregate the totals into larger periods such as a year, and shift the start time of a period, then the signal appears. The easiest way to explain this is to depict it. Here is “D69.5” “Secondary thrombocytopenia,” a known issue from Covid vaccines documented many times over. Figure 4 demonstrates this paradox well.
Figure 4
Figure 4 left side clearly shows that there is no anomaly to the trend when looking at a calendar year representation of “D69.5” “Secondary Thrombocytopenia” data from Minnesota. While Massachusetts (not pictured here) showed a strong signal in the raw data visualization in a calendar year annual bar graph, Minnesota shows no major signal except that 2019 is a little lower than one would expect given a linear positive slope trend. However, the fiscal year graph on the right, each bar beginning July 1 and representing a whole 365 days of data, clearly shows that the second half of 2021 and first half of 2022 experienced a significant 50% increase year over year. This Time-Window Paradox hides signals in standard methods that are not robust in descriptive statistics visualization methodology. The raw data numbers are too low to see a signal well on a daily or weekly graph even with curve smoothing. Figure 5 depicts significant excess with all three (3) states combined and using 51-day curve smoothing. Though combining three (3) states that are 1,300 miles apart can create its own data paradoxes, the graph still tells the story of negative externality of death involving thrombocytopenia.
Figure 5
END OF EXCERPT
That is the original prose. It will be rewritten to be more easily understood.
The graph in Figure 5 surely shows significant excess over the winter of 2021/2022 and in early 2023. Thrombocytopenia is a sure result of Covid-19 “vaccines.”
God Bless you all
Dear John thank you for your work, it sure helps me and others who have lost loved ones. I lost 2 sisters a son and a friend in USA all vaxed to death by the poison that was injected.
My siblings there are 9 who have taken the jab with at least 2 who have had 5 or six with one sister having a pacemaker installed and another who has gone deaf. I can't talk to them though I have tried but they are in denial.
God is in control, and I pray for all who are fighting this great evil
Dearest John, I am in the middle of watching “It’s a wonderful life “ with Jimmy Stewart and I took a break and saw your email, I immediately went to remember your Q and A after your amazing presentation with Charles Kovess). You spoke about your faith in God and you referred to the 10 commandments. I was in awe of your spiritual strength in your answer to a question about the future. You are truly walking with the 7 gifts of the Holy Spirit wisdom, understanding, counsel, fortitude, knowledge, piety and Fear of the Lord (everything comes from God.) now watching Its a wonderful since it has been many years…it captures so much of the human endeavors like your journey of truth, pain, dedication and knowing all guided with the love of God.
Merry Christmas John to you and your boys !! I know you have John Jr joining from heaven. Pray, hope and don’t worry!!!!!! ( I met you in Houston at your talk)