Once again, I am in awe at the elegance and simplicity of the argument and exposition. I'm a math/stats prof, and I say you would make a fine math teacher yourself. Maybe you can start a math website...? ;)
I was a savant in quadratic equations in high school. I could do them in my head. One day the gorgeous new math teacher passed out a sheet of quadratic equations to solve before she lectured on them. While she lectured, I wrote the answers on the sheet and handed it in on my way out. The next day, she handed it back to me with an "I" grade. I asked her if the answers were right. She said that they were and the "I" was because I hadn't shown the work. I told I had done the work in my head and handed it back to her. After she'd taken roll, she sat in the back of the class with a stack of paperwork and sent several of us to the blackboard where she dictated quadratic equations to solve. I was in the first group. I wrote the quadratic equation on the board and the answer to it just below it. She looked up to find me looking at her. She got a funny look on her face while digging for the sheet I'd handed back to her. She beckoned me to her, scratched out the "I", wrote an "A" and told me to sit down. She never asked me to show work again.
I really remember Ms. Kelly. She was fresh out of college with a teaching credential and all the boys in class were interested in learning something other than math:-) I became her pet because I defended her from the worst bad boy in the class.
Max min and related rates are on my bucket list. You have any calculus offerings? Interestingly, integration and differentials were significantly easier.
A quicker way to cut through the nonsense, though it's fun to point out the lies, damned lies and statistics, is to note that the whole covid pandemic is an artefact and there is no such thing in reality as a covid case nor a covid death https://georgiedonny.substack.com/p/there-is-no-covid
I was thinking the same thing. Igor, I am an engineer and spend a lot of time doing technical training, you have a gift for finding and explaining the truth where statistics are involved. You sir are a beast.
That isn't how to measure 'vaccine effectivness'. There is no connection between 'vaccines' and 'cases' established by the difference in "case rate". Both the lines on the graph follow a similar pattern. If there was something called efficacy the lines or atleast the 'vaccinated' one would have got lower than they were before the 'vaccine'. Atleast this is what is implied by the word "case". The way to measure efficacy is with an 'antibody test' since creating 'antibodies' is all a 'vaccine' claims to do. Disease numbers are another thing altogether not established by such prc data that is measuring a unknown somthing for unknown reasons. There is lies about a virus when none has been isolated suggesting that this is a cover story for an entirely different meaning of this data. Perhaps pheremones since the 'unvaccinated' appear to be effected by the 'vaccine' according to that graph. Maybe a sort of double winter cycle created when it should only have one wave a year.
And keep in mind that the "Case" definition has been corrupt since 2020, and probably 2019, with use of PCR tests. In 2021 I was not allowed to comment on the JAMA site to ask for authors' definitions of "Laboratory-confirmed Covid."
wastewater ? how do they separate the wastewater from jabbed and unjabbed? do the unjabbed P more? I guess Killifornia as a total is a wastwater to be honest. I regret the few good people living there, having to stay because of job or property. I wish we could get them out of there.
They measure the virus load in a random quantity of waste water, compare it to the waste from a random infected patient, times the number of people using that sewer, and calculate an estimate of how many are infected. It's an estimate based on statistics and possibilities. It's probably more accurate than the fake numbers emitted by the medics, and smells about the same.
Just so you know, the main way that ALL of California localities have been overstating the effectiveness of vaccination is by overestimating the vaccinated population AND underestimating the total population, which results in a severe underestimate of the unvaccinated.
From Santa Clara County's own website:
"The percent of the total population vaccinated is calculated using an estimated County population of 1,927,470 people, the U.S. Census Bureau, 2015-2019 American Community Survey 5-Year Estimates."
But if you look at the actual 2020 census data, the population of Santa Clara County is 1,936,259. And that is as of 2020. The 2010 census had the population of Santa Clara County at 1,781,642, so we would expect the actual current population to be about 2% higher than the 2020 census estimate.
"The number of people not yet vaccinated by demographic group is based in part on estimates from a population-based survey sample, which is subject to limitations. ... For this reason, the displayed percent of residents vaccinated in a given demographic group is capped at 95%."
The REAL reason they cap the demographic data at 95% is because their raw data show over 100% vaccination rate in older demographics! You used to be able to download these raw data for Santa Clara, but I can't find that functionality anymore. However, you can still download the raw data for vaccination rates in San Francisco by neighborhood: https://data.sfgov.org/COVID-19/COVID-19-Vaccinations-Given-to-SF-Residents-by-Geo/ejrc-vnwu
Note that the number of residents vaccinated significantly EXCEEDS the total population in many neighborhoods, including the second row, which is the largely black neighborhood of Bayview. According to the raw data, SF's vaccination rate for residents of Bayview is 41,184 count_vaccinated divided by 37,917 subgroup _population, a vaccination rate of 108.6%!
Note that the total recipients column significantly EXCEEDS the subgroup population column in many demographics, including first two rows of the data, which are the citywide above 50 and above 65 demographics. According to the raw data, San Francisco's vaccination rate for all residents above 50 is 294,382 total recipients divided by 292,025 subgroup population, for a vaccination rate of 100.8%! And San Francisco's vaccination rate for all residents above 65 is 136,816 total recipients divided by 135,027 subgroup population, for a vaccination rate of 101.3%!
These sorts of clear and undeniably impossible vaccination overcounts and/or population undercounts allow localities all across California (and probably the rest of the world as well) to produce skewed and meaningless graphs, such as the second graph on this page: https://sf.gov/data/covid-19-cases-and-deaths
Basically, if you pretend that only a tiny percentage of your population is unvaccinated (San Francisco is now claiming that a whopping 96.5% of its residents over 12 have received at least one vaccine dose), then you can make the case rates look far better for the vaccinated than for the unvaccinated.
Thank you, Igor. I wondered how this was done. It took some diligence and brains to do this. Too bad they couldn’t do it for good rather than evil. Such is the world we live in.
Anti-vaxer cop-killers rigged remote house for ambush. Top news story headline The Australian news paper Thurs Dec 15 2022. I haven’t found any relevance to vaccines to this tragic story anywhere. How disgracefully disrespectful to the police who lost their lives in this tragic event to manipulate this story in order to suit the MSM irrelevant agenda and narrative.
You are saying bring an ANTI VAXX Bio Weapon is bad? And ALL POLICE are traitors for doing NOTHING while we are still being genocide by the WEF/Khazarian Mafia. No sympathy here
I like your comment but don’t think we are “privileged “ to know the truth. I worked hard to know and to defend the truth. It wasn’t handed to me. Maybe I’m privileged to have a good brain? ❤️
Traitor Australian police were ambushed and killed. Expect much MUCH more of this as the world finds out these traitors were complicit in genocide #DIEDSUDDENLY
Not really sure. From what I know so far this was just a routine investigation by the Queensland police in Queensland for a request for a missing person on behalf of the NSW police. The police officers killed were young and recently out of police academy. It’s not yet known, to my knowledge, the motivation for this senseless murder.
It's tragic. Murder is no cure for murder, to quote Frederick Douglass. I'm sorry for the young cops. Their deaths will not restore the lives of the vaxxed.
The most important data fake I think you mentioned is the two week lag post injectioning to be considered killed, umm, I mean doped, duped, and delivered.
They wait two weeks to exclude the worst injured and dead, who don't count.
I have a small Point of Sales company in Portland Oregon. Something very serious is happening in my opinion. I had several store owners get injured, one had a son die andother had a manager who was 40 die. But now everyone is sick constantly...most of the vaxxed have had covid and or a cold already this year.....Something just isnt right.
I've heard in other instances that upon hospital admission - if you don't have your AgendaID2020 "I've been 5× jabbed" card in your pocket, to prove your status... They list you as unvaccinated.
Also, are they actually counting 2× jabbed folks from January of 2021 as "vaccinated", still? I suspect that they're only counting those whose 'boosting' is still in the effective window of a month or two (maybe six) as "vaccinated". Otherwise, you'd expect that the point at which the jabs reach negative effectiveness - would be putting their stats lopsided, in the other direction.
How do they count their cases? We have lots of evidence most of the statistics we've been shown are inaccurate at best, or fraudulent. We'll need much more detailed investigation to estimate what the real numbers are. Garbage in, garbage out.
Considering that the vax is for strains of sars2 that are no longer prevalent, and has been proven to degrade immune function, not improve it, and the neighboring counties of this densely populated area had much different results, their conclusion is certainly wrong. If I was interested (I'm not), I'd be investigating their data collection.
What we really need is competent determination of what the biological effects of the vax are (by lot number, which apparently varies), and diagnostics for those effects. We should be able to test anyone and determine their pathogens, immune status, and whether vaxed. We can't, because we don't. We don't because the prime directive of the corrupt government-industrial medical complex is to sell vax to everyone, repeatedly, forever. It keeps the population frightened and submissive, and is highly profitable to legions of corrupt grifters from the president down to the hospital janitors. The objective and our single focus needs to be on making it stop. We can figure out the details later.
How do you know it is a "vax for strains of sars2" ? It is pretty difficult to work out what is in one. You might be able to determine it has carbon in it or some metals but to say it is a vax for strains of sars cov2 is really pinning the details down rather than working them out later. It would be like telling a Christian to stop holy communion. They would think you were crazy. You would need to say satanic rituals to get their attention or atleast something more neutral.
Close by, at Stanford last year, some grad students used the dregs of some Moderna shots for a lab project and published the RNA sequence. As I recall, it was close to the Wuhan strain recipe.
Yeah, with these guys we should probably attach "allegedly" to their claims. I've seen a few claims of allegedly competent labs allegedly doing alleged analysis of alleged samples, and have described a pretty wide range of observations. Seems likely the whole thing has been a scam, top to bottom, with some occasional truths, possibly accidental.
"What other data-faking methods do they use?" Well, it may be a small number, but those who died from the jab are permanently and completely immune from further Covid cases. If they're still counted among the vaccinated, that would be fakery.
Once again, I am in awe at the elegance and simplicity of the argument and exposition. I'm a math/stats prof, and I say you would make a fine math teacher yourself. Maybe you can start a math website...? ;)
Thank you ! :-) :-)
I do have a math website: https://www.algebra.com/
If only you'd been my math teacher.
I know... :) I wrote to you in the last couple of weeks.
I was a savant in quadratic equations in high school. I could do them in my head. One day the gorgeous new math teacher passed out a sheet of quadratic equations to solve before she lectured on them. While she lectured, I wrote the answers on the sheet and handed it in on my way out. The next day, she handed it back to me with an "I" grade. I asked her if the answers were right. She said that they were and the "I" was because I hadn't shown the work. I told I had done the work in my head and handed it back to her. After she'd taken roll, she sat in the back of the class with a stack of paperwork and sent several of us to the blackboard where she dictated quadratic equations to solve. I was in the first group. I wrote the quadratic equation on the board and the answer to it just below it. She looked up to find me looking at her. She got a funny look on her face while digging for the sheet I'd handed back to her. She beckoned me to her, scratched out the "I", wrote an "A" and told me to sit down. She never asked me to show work again.
Great story Vonu. 🤩
I really remember Ms. Kelly. She was fresh out of college with a teaching credential and all the boys in class were interested in learning something other than math:-) I became her pet because I defended her from the worst bad boy in the class.
Good one , I hope some teachers realize the impact they made on our lives, in a positive way !
Max min and related rates are on my bucket list. You have any calculus offerings? Interestingly, integration and differentials were significantly easier.
mostly algebra
Algebra is based. 😎
"Max min and related rates are on my bucket list"
Um - you want learn types of math on your bucket list?
Nerdpower Level 1000! Kudos. I guess.
I am way more than a nerd 🫢
I just figure it’s more logical than it seems. I was defeated by it. I want to win. : )
A quicker way to cut through the nonsense, though it's fun to point out the lies, damned lies and statistics, is to note that the whole covid pandemic is an artefact and there is no such thing in reality as a covid case nor a covid death https://georgiedonny.substack.com/p/there-is-no-covid
🐒
Wow 🤩
Ah very cool. You are very talented.
I was thinking the same thing. Igor, I am an engineer and spend a lot of time doing technical training, you have a gift for finding and explaining the truth where statistics are involved. You sir are a beast.
That isn't how to measure 'vaccine effectivness'. There is no connection between 'vaccines' and 'cases' established by the difference in "case rate". Both the lines on the graph follow a similar pattern. If there was something called efficacy the lines or atleast the 'vaccinated' one would have got lower than they were before the 'vaccine'. Atleast this is what is implied by the word "case". The way to measure efficacy is with an 'antibody test' since creating 'antibodies' is all a 'vaccine' claims to do. Disease numbers are another thing altogether not established by such prc data that is measuring a unknown somthing for unknown reasons. There is lies about a virus when none has been isolated suggesting that this is a cover story for an entirely different meaning of this data. Perhaps pheremones since the 'unvaccinated' appear to be effected by the 'vaccine' according to that graph. Maybe a sort of double winter cycle created when it should only have one wave a year.
https://whatreallymakesyouill.com/antibodies-immunity-dispelling-two-more-myths/
And keep in mind that the "Case" definition has been corrupt since 2020, and probably 2019, with use of PCR tests. In 2021 I was not allowed to comment on the JAMA site to ask for authors' definitions of "Laboratory-confirmed Covid."
Commiefornia just following their big pharma and CDC fraud masters. Their holiday bonuses probably depend on jabs sold, commission basis.
"Nazifornia" sounds and it describes it better.
Nazis and Marxists/commies all came out of Germany originally so you are both right.
Nazis for business and big pharma, Marxists/commies for academia, government etc.
We can catch them just like this. We should think of more ways. Good work.
It's not surprising at all. Our authorities have the worst possible combination of incompetency, dishonesty and wickedness.
Thank you for your hard work uncovering them.
wastewater ? how do they separate the wastewater from jabbed and unjabbed? do the unjabbed P more? I guess Killifornia as a total is a wastwater to be honest. I regret the few good people living there, having to stay because of job or property. I wish we could get them out of there.
They use mixed wastewater from all sorts of people
Wow
I grew up in Santa Clara county 50 years ago. It isn’t the same
They measure the virus load in a random quantity of waste water, compare it to the waste from a random infected patient, times the number of people using that sewer, and calculate an estimate of how many are infected. It's an estimate based on statistics and possibilities. It's probably more accurate than the fake numbers emitted by the medics, and smells about the same.
Just so you know, the main way that ALL of California localities have been overstating the effectiveness of vaccination is by overestimating the vaccinated population AND underestimating the total population, which results in a severe underestimate of the unvaccinated.
From Santa Clara County's own website:
"The percent of the total population vaccinated is calculated using an estimated County population of 1,927,470 people, the U.S. Census Bureau, 2015-2019 American Community Survey 5-Year Estimates."
But if you look at the actual 2020 census data, the population of Santa Clara County is 1,936,259. And that is as of 2020. The 2010 census had the population of Santa Clara County at 1,781,642, so we would expect the actual current population to be about 2% higher than the 2020 census estimate.
"The number of people not yet vaccinated by demographic group is based in part on estimates from a population-based survey sample, which is subject to limitations. ... For this reason, the displayed percent of residents vaccinated in a given demographic group is capped at 95%."
The REAL reason they cap the demographic data at 95% is because their raw data show over 100% vaccination rate in older demographics! You used to be able to download these raw data for Santa Clara, but I can't find that functionality anymore. However, you can still download the raw data for vaccination rates in San Francisco by neighborhood: https://data.sfgov.org/COVID-19/COVID-19-Vaccinations-Given-to-SF-Residents-by-Geo/ejrc-vnwu
Note that the number of residents vaccinated significantly EXCEEDS the total population in many neighborhoods, including the second row, which is the largely black neighborhood of Bayview. According to the raw data, SF's vaccination rate for residents of Bayview is 41,184 count_vaccinated divided by 37,917 subgroup _population, a vaccination rate of 108.6%!
You can also still download SF vaccination data broken down by race and age: https://data.sfgov.org/COVID-19/COVID-19-Vaccinations-Given-to-SF-Residents-by-Dem/g8hh-rwgb
Note that the total recipients column significantly EXCEEDS the subgroup population column in many demographics, including first two rows of the data, which are the citywide above 50 and above 65 demographics. According to the raw data, San Francisco's vaccination rate for all residents above 50 is 294,382 total recipients divided by 292,025 subgroup population, for a vaccination rate of 100.8%! And San Francisco's vaccination rate for all residents above 65 is 136,816 total recipients divided by 135,027 subgroup population, for a vaccination rate of 101.3%!
These sorts of clear and undeniably impossible vaccination overcounts and/or population undercounts allow localities all across California (and probably the rest of the world as well) to produce skewed and meaningless graphs, such as the second graph on this page: https://sf.gov/data/covid-19-cases-and-deaths
Basically, if you pretend that only a tiny percentage of your population is unvaccinated (San Francisco is now claiming that a whopping 96.5% of its residents over 12 have received at least one vaccine dose), then you can make the case rates look far better for the vaccinated than for the unvaccinated.
However, if you plot San Francisco's own official published case rates per neighborhood compared to their own official published vaccination rates by neighborhood, you get a very different picture: https://www.reddit.com/r/WayOfTheBern/comments/xg94rm/official_sf_government_data_the_more_vaccinated/
Frankly, I don’t think it matters if they are caught. One either follows this cult, or not, math will not make a difference.
true... whelp
Still, I think there's value in documenting it. For history's sake, at the least.
exactly and everybody needs to get that
Thank you, Igor. I wondered how this was done. It took some diligence and brains to do this. Too bad they couldn’t do it for good rather than evil. Such is the world we live in.
Anti-vaxer cop-killers rigged remote house for ambush. Top news story headline The Australian news paper Thurs Dec 15 2022. I haven’t found any relevance to vaccines to this tragic story anywhere. How disgracefully disrespectful to the police who lost their lives in this tragic event to manipulate this story in order to suit the MSM irrelevant agenda and narrative.
"Just following orders" has been the refuge for scoundrels through history.
Human nature. Pavlov described it for dogs. We have a lot in common.
But that's too much work for many. Easier to comply and await feeding time.
Is this the story you are referring to?
https://www.dailymail.co.uk/news/article-11537163/Female-cop-killer-Stacey-Train-shot-dead-running-house-rifle-Missing-weeks-before.html
The 'Australian' made it all about her being an antivaxxer, but it sounds like she was a lot of things.
You are saying bring an ANTI VAXX Bio Weapon is bad? And ALL POLICE are traitors for doing NOTHING while we are still being genocide by the WEF/Khazarian Mafia. No sympathy here
I’m sure they didn't know, many people didn’t. Please don’t forget that we are privileged to know and have the responsibility to save others.
I like your comment but don’t think we are “privileged “ to know the truth. I worked hard to know and to defend the truth. It wasn’t handed to me. Maybe I’m privileged to have a good brain? ❤️
They really haven't figured out why we can see and they can't. I think a lot of it has to do with a lack of faith in consensus.
Traitor Australian police were ambushed and killed. Expect much MUCH more of this as the world finds out these traitors were complicit in genocide #DIEDSUDDENLY
Well said. I am sorry to say it is the same culprits today. The Nazis never went away, merely diversified. Many came to the USA, hence today's issues.
https://alphaandomegacloud.wordpress.com/covid-19-summary/
Not really sure. From what I know so far this was just a routine investigation by the Queensland police in Queensland for a request for a missing person on behalf of the NSW police. The police officers killed were young and recently out of police academy. It’s not yet known, to my knowledge, the motivation for this senseless murder.
Which means they joined KNOWING they were NAZIs pushing lockdowns and VAXX Bio Weapons on the citizenry. No sympathy.
The citizenry didn't have to roll over for the shots and lockdowns. They're culpable also.
It's tragic. Murder is no cure for murder, to quote Frederick Douglass. I'm sorry for the young cops. Their deaths will not restore the lives of the vaxxed.
Once again ... nice going, Igor! (Foot surgery seems to not be diminishing brain capacity.)
It actually does!!! The pain makes it harder to concentrate, it is not horrible pain mind you, just an annoyance that comes every few minutes
Oyyy...sorry to hear! In that case, doubly nice going! .... to fast healing!!
Constant pain is a huge distraction. It also changes brain chemistry. I hope it is ebbing.
I wish you fast recovery, and you should also appreciate the pain. The pain proves you will have a foot to potentially stand on.
Yes. Can you get CBD where you are Igor? I know people who swear by it.
The most important data fake I think you mentioned is the two week lag post injectioning to be considered killed, umm, I mean doped, duped, and delivered.
They wait two weeks to exclude the worst injured and dead, who don't count.
Don't die if you want to be counted.
I have a small Point of Sales company in Portland Oregon. Something very serious is happening in my opinion. I had several store owners get injured, one had a son die andother had a manager who was 40 die. But now everyone is sick constantly...most of the vaxxed have had covid and or a cold already this year.....Something just isnt right.
Six hours drive north of you, and a ferry ride, we have the same situation.
According to the gov't and press it is because we haven't masked and injected enough.
Somehow I think when they hear our complaints and say hey you havent been vaxxed enuf, they mean please work and kill this person next jab?
I've heard in other instances that upon hospital admission - if you don't have your AgendaID2020 "I've been 5× jabbed" card in your pocket, to prove your status... They list you as unvaccinated.
Also, are they actually counting 2× jabbed folks from January of 2021 as "vaccinated", still? I suspect that they're only counting those whose 'boosting' is still in the effective window of a month or two (maybe six) as "vaccinated". Otherwise, you'd expect that the point at which the jabs reach negative effectiveness - would be putting their stats lopsided, in the other direction.
And this is why no data means anything.
The definitions don't mean anything.
Bad data, and bad definitions.
Garbage in, garbage out.
Starting with highly inaccurate PCR, and going downhill from there.
Can you go downhill from PCR pseudo-test? I wonder what TPTB actually look for in the water samples.
Ha! I see your point, but I meant it was one of the first things in the ridiculously-bad-policy cascade.
Bingo!
Sounds like voting in Maricopa County AZ!
I know in Oregon that is true. A nurse said someone 63 and older needs 6 shots to be considered vaxxed properly.
Thank you for the confirmation!
How do they count their cases? We have lots of evidence most of the statistics we've been shown are inaccurate at best, or fraudulent. We'll need much more detailed investigation to estimate what the real numbers are. Garbage in, garbage out.
Considering that the vax is for strains of sars2 that are no longer prevalent, and has been proven to degrade immune function, not improve it, and the neighboring counties of this densely populated area had much different results, their conclusion is certainly wrong. If I was interested (I'm not), I'd be investigating their data collection.
What we really need is competent determination of what the biological effects of the vax are (by lot number, which apparently varies), and diagnostics for those effects. We should be able to test anyone and determine their pathogens, immune status, and whether vaxed. We can't, because we don't. We don't because the prime directive of the corrupt government-industrial medical complex is to sell vax to everyone, repeatedly, forever. It keeps the population frightened and submissive, and is highly profitable to legions of corrupt grifters from the president down to the hospital janitors. The objective and our single focus needs to be on making it stop. We can figure out the details later.
How do you know it is a "vax for strains of sars2" ? It is pretty difficult to work out what is in one. You might be able to determine it has carbon in it or some metals but to say it is a vax for strains of sars cov2 is really pinning the details down rather than working them out later. It would be like telling a Christian to stop holy communion. They would think you were crazy. You would need to say satanic rituals to get their attention or atleast something more neutral.
https://odysee.com/@lancewdetrick:b/IA---Breaking-Free-from-Deception-and-Control-with-Andrew-Kaufman,-M.D.:8
Close by, at Stanford last year, some grad students used the dregs of some Moderna shots for a lab project and published the RNA sequence. As I recall, it was close to the Wuhan strain recipe.
Yeah, with these guys we should probably attach "allegedly" to their claims. I've seen a few claims of allegedly competent labs allegedly doing alleged analysis of alleged samples, and have described a pretty wide range of observations. Seems likely the whole thing has been a scam, top to bottom, with some occasional truths, possibly accidental.
Nobody on any "side" trusts any data, period.
They may use it if it supports what they already believe.
"What other data-faking methods do they use?" Well, it may be a small number, but those who died from the jab are permanently and completely immune from further Covid cases. If they're still counted among the vaccinated, that would be fakery.