A First Look at Presidential Approval Ratings with Math Recognition
This short video takes a first look at historical Presidential approval ratings (approval polls from Gallup and other polling services) from Harry Truman through Joe Biden using our math recognition and automated model fitting technology. Our Math Recognition (MathRec) engine has a large, expanding database of known mathematics and uses AI and pattern recognition technology to identify likely candidate mathematical models for data such as the Presidential Approval ratings data. It then automatically fits these models to the data and provides a ranked list of models ordered by goodness of fit, usually the coefficient of determination or “R Squared” metric. It automates, speeds up, and increases the accuracy of data analysis — finding actionable predictive models for data.
Article: http://wordpress.jmcgowan.com/wp/article-a-first-look-at-presidential-approval-ratings/
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10
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How to Analyze Data Using a Baseline Linear Model in Python
Video on how to analyze data using a baseline linear model in the Python programming language. A baseline linear model is often a good starting point, reference for developing and evaluating more advanced usually non-linear models of data.
Article with source code: http://wordpress.jmcgowan.com/wp/article-how-to-analyze-data-with-a-baseline-linear-model-in-python/
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6
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How to Extract Data from Images of Plots
Short video on how to extract data from images of plots using WebPlotDigitizer, a free, open-source program available for Windows, Mac OS X, and Linux platforms.
WebPlotDigitizer web site: https://automeris.io/WebPlotDigitizer/
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Ukraine COVID and Biden Approval Ratings Deeper Dive
Short video discussing results of analyzing President Biden's declining approval ratings and the possible effect of the COVID pandemic and Ukraine crises on the approval ratings.
A detailed explanation of the analysis discussed can be found in the previous video "How to Analyze Simple Data Using Python"
available on all of our video channels (see list below)
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10
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How to Analyze Simple Data Using Python
Video on how to analyze simple data using the Python programming language using President Biden's approval ratings as an example.
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3
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How to Analyze Simple Data in LibreOffice Calc
Video on how to perform a simple analysis of simple data in LibreOffice Calc, a free open-source "clone" of Microsoft Excel. Demonstrates how to use the Trend Line feature in LibreOffice Calc Charts. Discusses how to use the R Squared goodness of fit statistic to evaluate the analaysis.
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7
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How to Copy Table Data from Difficult Web Pages
Short video on how to copy table data from a difficult web page where normal table data selection in the web browser (Firefox in our example) fails. Shows how to export a PDF copy of the page using Microsoft Print to PDF in Firefox, how to extract the tables quickly from the PDF file into CSV or other disk files, how to quickly copy the CSV file data in the Windows clipboard using the Windows/DOS CLIP command, and finally how to paste the clipboard CSV data into the LibreOffice Calc spreadsheet. LibreOffice is a free open-source program largely compatible (a "clone") with MS Office. Calc is similar to MS Excel although there are some differences.
Quick summary of Windows/DOS commands used:
DOS> camelot -p all - f csv -o polling.csv stream "Polling Report March 27 2022 Table.pdf"
DOS> clip < polling-page-1-table-1.csv
DOS> clip < polling-page-2-table-1.csv
DOS> clip < polling-page-3-table-1.csv
Camelot PDF Table Extraction: https://camelot-py.readthedocs.io/en/master/index.html
The difficult web page shown: https://www.pollingreport.com/biden_job.htm
CORRECTION: I mispoke at about 15:00 minutes into the video, saying LEFT CLICK on the mouse when I meant RIGHT CLICK. Most popup menus in LibreOffice Calc are brought up by right clicking with the mouse or trackball as in other programs. There is a correction subtitle in the video as well.
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13
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Ukraine and Biden Approval Ratings
Brief video on the Ukraine crisis and President Joe Biden's Approval Ratings with comparisons to the Presidential approval ratings boosts from September 11, Pearl Harbor, the Cuban Missile Crisis, and the Iran Hostage Crisis.
Related Article: http://wordpress.jmcgowan.com/wp/article-ukraine-and-president-bidens-approval-rating/
References:
https://news.gallup.com/poll/4924/bush-job-approval-highest-gallup-history.aspx
https://historyinpieces.com/research/jfks-presidential-approval-ratings
https://news.gallup.com/poll/116677/Presidential-Approval-Ratings-Gallup-Historical-Statistics-Trends.aspx
https://adamfreedmanusps.wordpress.com/the-case-of-franklin-d-roosevelt/
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31
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The Omicron Bind
Short video about the contradictions in claims by public health authorities suggested by the huge surges in COVID-19 casea and deaths usually attributed to the Omicron variant and how the authorities may be trying to explain away these increasingly obvious contradictions without admitting mistakes. We again review the missing uncertainties, error bars or confidence intervals in claims by public health authorities in many contexts.
Article: http://wordpress.jmcgowan.com/wp/article-the-omicron-bind/
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6
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How to Rename Columns in LibreOffice Calc Spreadsheet Chart
Short video on how to change the column names in a LibreOffice Calc spreadsheet chart. LibreOffice Calc is a free open-source Microsoft Excel "clone" that operates similar to Excel although not exactly the same, read and writes many Excel spreadsheet formats as well as its own spreadsheet format. The video illustrates some other subtleties of configuring the Calc chart as well.
The trick is to check the "First row as label" checkbox in the Chart Wizard if it is not checked automatically, making sure the first row of the selected data in the spreadsheet contains the desired column labels (not the Column A, B, C,... default). Depending on the data block that the user selects, the Chart Wizard does not always check the "First row as label" checkbox automatically. The video shows detailed specific examples of both the problem -- getting Column A, B, C... instead of the desired labels and the solution for getting the desired column labels.
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10
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COVID: Airborne Spread
Video on airborne spread of COVID-19 and other respiratory diseases such as tuberculosis and influenza, discussing implications for lockdowns, masks, and other measures. About twenty-five (25) minutes.
References:
"The Experiment that Proved Airborne Disease Transmission"
Johns Hopkins Bloomberg School of Public Health, July 17, 2020
https://publichealth.jhu.edu/2020/the-experiment-that-proved-airborne-disease-transmission
"It Is Time to Address Airborne Transmission of Coronavirus Disease 2019 (COVID-19)"
by Lidia Morawska and Donald K Milton
Clinical Infectious Diseases, Volume 71, Issue 9, 1 November 2020, Pages 2311–2313, https://doi.org/10.1093/cid/ciaa939
Published: 06 July 2020
https://academic.oup.com/cid/article/71/9/2311/5867798
“Do Masks Work?” by Jeffrey H. Anderson, City Journal, August 11, 2021
https://www.city-journal.org/do-masks-work-a-review-of-the-evidence
More than 150 Comparative Studies and Articles on Mask Ineffectiveness and Harms by Paul Elias Alexander, (libertarian) Brownstone Institute, December 20, 2021
https://brownstone.org/articles/more-than-150-comparative-studies-and-articles-on-mask-ineffectiveness-and-harms/
“Masks don’t work” by Denis Rancourt
https://vaccinechoicecanada.com/wp-content/uploads/masks-dont-work-denis-rancourt-april-2020.pdf
“Mask studies reach a new scientific low point,” by Vinay Prasad, Brownstone Institute, Feb. 6, 2022
https://brownstone.org/articles/mask-studies-reach-a-new-scientific-low-point/
Unmasked: The Global Failure of COVID Mask Mandates
by Ian Miller, Post Hill Press, New York, 2022
https://posthillpress.com/book/unmasked-the-global-failure-of-covid-mask-mandates
https://www.amazon.com/Unmasked-Global-Failure-COVID-Mandates/dp/1637583761/ref=sr_1_1?crid=E8JFVOKFAB78&keywords=unmasked+ian+miller&qid=1644186195&sprefix=unmasked+ian+miller%2Caps%2C158&sr=8-1
Image References/Licenses
https://commons.wikimedia.org/wiki/File:Mask_used_by_a_plague_doctor_Wellcome_L0025227.jpg
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172
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Libertarian Myths of the Silicon Valley: Ghostbusters
Seventeen minute video on the wildly popular Libertarian "Ghostbusters" Myth of the Silicon Valley.
References:
Steve Jobs from: https://upload.wikimedia.org/wikipedia/commons/b/b7/Ambassador_Betty_E._King_at_Steve_Jobs_Exhibit_Opening.jpg
Ronald Reagan: https://www.reaganlibrary.gov/archives/photo/officialportraits
V2 Rocket Diagram: https://upload.wikimedia.org/wikipedia/commons/1/1f/V-2_rocket_diagram_%28with_English_labels%29.svg
Werner von Braun: https://upload.wikimedia.org/wikipedia/commons/5/56/Wernher_von_Braun_1960.jpg
Bayh-Dole Act: https://bayhdolecoalition.org/wp-content/uploads/2020/01/bayh-dole.pdf
NCSA Mosaic: https://www.ncsa.illinois.edu/research/project-highlights/ncsa-mosaic/
Mosaic Wikipedia Page: https://en.wikipedia.org/wiki/Mosaic_(web_browser)
Uncle Same: https://upload.wikimedia.org/wikipedia/commons/5/59/J._M._Flagg%2C_I_Want_You_for_U.S._Army_poster_%281917%29.jpg
Federal R&D Spending Report: https://crsreports.congress.gov/product/pdf/R/R46341
Marc Andreesen: https://upload.wikimedia.org/wikipedia/commons/9/94/Marc_Andreessen-9.jpg
The Android Administration Article: https://theintercept.com/2016/04/22/googles-remarkably-close-relationship-with-the-obama-white-house-in-two-charts/
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47
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Hillbilly Horror News: Climate Change Edition
Short video on Hillbilly Horror News, ostensible news stories that promote extreme fear of hillbillies, crackers, white trash, mostly white rural Americans and blaming rural people for increasing levels of carbon dioxide in the atmosphere and presumed climate change or global warming.
References:
NOAA CO2 Levels https://gml.noaa.gov/ccgg/trends/
VP Al Gore Picture https://upload.wikimedia.org/wikipedia/commons/c/c5/Al_Gore%2C_Vice_President_of_the_United_States%2C_official_portrait_1994.jpg
Al Gore Joins Kleiner Perkins https://money.cnn.com/2007/11/11/news/newsmakers/gore_kleiner.fortune/
China Coal Power Expanding https://e360.yale.edu/features/despite-pledges-to-cut-emissions-china-goes-on-a-coal-spree
China CO2 Emissions https://ourworldindata.org/co2-emissions
https://www.globalcarbonproject.org/
http://www.globalcarbonatlas.org/en/CO2-emissions
Planet of the Humans Documentary https://planetofthehumans.com/
https://upload.wikimedia.org/wikipedia/en/2/2b/Planet-of-the-humans.jpg
https://taibbi.substack.com/p/planet-of-the-censoring-humans
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19
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COVID: Unmasked
Short video book review of Unmasked: The Global Failure of Mask Mandates by Ian Miller
References:
Written Book Review: http://wordpress.jmcgowan.com/wp/book-review-unmasked-by-ian-miller/
https://www.amazon.com/Unmasked-Global-Failure-COVID-Mandates/dp/1637583761/ref=sr_1_1?crid=E8JFVOKFAB78&keywords=unmasked+ian+miller&qid=1644186195&sprefix=unmasked+ian+miller%2Caps%2C158&sr=8-1
https://www.city-journal.org/do-masks-work-a-review-of-the-evidence
https://brownstone.org/articles/more-than-150-comparative-studies-and-articles-on-mask-ineffectiveness-and-harms/
https://vaccinechoicecanada.com/wp-content/uploads/masks-dont-work-denis-rancourt-april-2020.pdf
https://brownstone.org/articles/mask-studies-reach-a-new-scientific-low-point/
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121
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1
comment
COVID: A Golden Bridge
A short video on how to convince elites to declare victory and move on from the COVID pandemic and disastrous pandemic responses. Embracing the omicron variant as a live attenuated vaccine, culturing omicron in labs and modifying it to reduce lethality and transmissibility to make a better live attenutated vaccine, embracing ubiquitous aerosol transmission of respiratory illnesses and moving past largely ineffective, extremely costly measures such as lockdowns, masks, etc. is discussed. The extreme dangers of continued doubling down on failed policies are explained.
References:
Spurious Sun Tzu Golden Bridge quote: https://www.goodreads.com/quotes/53037-build-your-opponent-a-golden-bridge-to-retreat-across
Sun Tzu's Art of War in English: http://classics.mit.edu/Tzu/artwar.1b.txt (See Chapter 7: Maneuvering, Passage 36 for the actual quote: "When you surround an army, leave an outlet free. Do not press a desperate foe too hard.")
https://www.quora.com/What-is-your-understanding-and-interpretation-of-Sun-Tzus-quote-%E2%80%9CBuild-your-opponent-a-golden-bridge-to-retreat-across-%E2%80%9D?share=1
https://en.wikipedia.org/wiki/Battle_of_Adrianople
https://upload.wikimedia.org/wikipedia/commons/2/2e/Charles_Darwin_seated_crop.jpg
https://www.cnn.com/2021/12/02/world/south-africa-omicron-origins-covid-cmd-intl/index.html
https://upload.wikimedia.org/wikipedia/commons/7/74/Klaus_Schwab_WEF_2008_%28cropped%29.jpg
https://upload.wikimedia.org/wikipedia/commons/4/43/Ex%C3%A9cution_de_Marie_Antoinette_le_16_octobre_1793.jpg
https://www.nbcnews.com/business/economy/why-trump-killed-tpp-why-it-matters-you-n710781
https://publichealth.jhu.edu/2020/the-experiment-that-proved-airborne-disease-transmission
https://unchartedterritories.tomaspueyo.com/p/covid-end-game
https://upload.wikimedia.org/wikipedia/commons/a/a8/Bill_Gates_2017_%28cropped%29.jpg
https://upload.wikimedia.org/wikipedia/commons/5/5d/Castle_Bravo_Blast.jpg
https://upload.wikimedia.org/wikipedia/commons/d/d4/Justus_Sustermans_-_Portrait_of_Galileo_Galilei%2C_1636.jpg
https://upload.wikimedia.org/wikipedia/commons/e/e0/Francis_Collins_official_photo.jpg
https://upload.wikimedia.org/wikipedia/commons/e/ed/Jeremy_Farrar_C0058569_Wellcome_Images.jpg
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18
views
COVID: Pandemia
Short video review of Pandemia by Alex Berenson, a highly critical account of the COVID pandemic and pandemic response.
References:
Written review: http://wordpress.jmcgowan.com/wp/book-review-pandemia-by-alex-berenson/?fbclid=IwAR0OdRBd-be5OZwI_jSn46QPyaEGVqTZz8JvEVmQRc1rLS0Wbuf7zWpsXi0
Alex Berenson Substack: https://alexberenson.substack.com/
Martin Kulldorff Deleted: https://brownstone.org/articles/kulldorff-deleted-famed-epidemiologist-and-early-opponent-of-lockdowns-banned-by-linkedin/
https://www.engadget.com/2009-07-17-amazon-remotely-deletes-orwell-e-books-from-kindles-unpersons-r.html
Pfizer/ADM Citric Acid Conspiracy: https://link.springer.com/chapter/10.1007/3-540-34222-2_5
Fraud and the Pharmaceutical Industry: https://documents.uow.edu.au/~bmartin/dissent/documents/health/pharmfraud.html
https://thebulletin.org/2021/08/how-covid-19s-origins-were-obscured-by-the-east-and-the-west/
Roll of MRI in the diagnosis of multiple sclerosis: https://pubmed.ncbi.nlm.nih.gov/16400831/
Antinuclear antibody test for lupus: https://www.lupus.org/resources/the-antinuclear-antibody-ana-test
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317
views
COVID: A Plague Upon Our House
Short video review of Scott Atlas's A Plague Upon Our House book about his experiences as COVID adviser to the Trump White House from the end of July to December 1, 2021. The lack of references and data on key topics, Trump's indecisiveness or disingenuousness, and other topics are discussed.
References:
Longer written review (about 3,000 words): http://wordpress.jmcgowan.com/wp/book-review-a-plague-upon-our-house-by-scott-atlas/
Article rationalizing away failure of face masks in 1918: https://www.healthaffairs.org/do/10.1377/forefront.20200508.769108/full/
https://www.city-journal.org/do-masks-work-a-review-of-the-evidence
https://brownstone.org/articles/more-than-150-comparative-studies-and-articles-on-mask-ineffectiveness-and-harms/
Article on Johns Hopkins experiments on airborne transmission of tuberculosis and probably other respiratory illnesses: https://publichealth.jhu.edu/2020/the-experiment-that-proved-airborne-disease-transmission
FEC document reporting $1 million Pfizer donation to Trumps' inauguration in 2016. Search for Pfizer or jump to page 163 of 510 in the PDF document.
Article on blood clotting in COVID-19: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7644431/
US CDC FluView web site: https://gis.cdc.gov/grasp/fluview/mortality.html
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38
views
Hillbilly Horror News, Trump, and COVID
About twenty-five minute video on Hillbilly Horror News, ostensible news stories that promote extreme fear of hillbillies, crackers, white trash, mostly white rural Americans, a genre which has exploded in frequency and significance since the election of Donald Trump and plays a central role in strong emotional reactions both to Trump and the COVID pandemic. The video discusses how to response to Hillbilly Horror News and prevent it from causing your or others to do something not in your interest.
References:
Book of Revelation for Dummies: https://www.amazon.com/Book-Revelation-Dummies-Larry-Helyer/dp/0470045213/ref=sr_1_11?crid=7NMGE5V59MR&keywords=book+of+revelation&qid=1642635850&sprefix=book+of+revelation%2Caps%2C175&sr=8-11&asin=0470045213&revisionId=&format=4&depth=1
Time Maga Hat Wearing Kentucky Teens Taunt Indigenous American Story: https://time.com/5507911/kentucky-teens-maga-indigenous-peoples-march-viral-video/
Modern Racial Purity Story (VOX): https://www.vox.com/2014/12/22/7431391/guess-where-white-americans-have-the-most-african-ancestry
Racial Diversity in Churches: https://www.pewresearch.org/fact-tank/2015/07/27/the-most-and-least-racially-diverse-u-s-religious-groups/ft_15-07-23_religiondiversityindex-1/
It Can't Happen Here: https://en.wikipedia.org/wiki/It_Can't_Happen_Here
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44
views
Hillbilly Horror News COVID Edition
Short video on the central role of Hillbilly Horror News -- frightening, ostensibly real stories about the menace posed by hillbillies, rednecks, "poor white trash," crackers and other negative stereotypes of rural, almost always white people -- in the misleading COVID pandemic "news" using the false Oklahoma rural hospitals overloaded by ivermectin overdoses preventing treatment of gunshot victims in hyper-violent rural Oklahoma as an example.
References:
https://www.kxmx.com/post/ivermectin-overdose-not-an-issue-at-sallisaw-emergency-room-or-hospital
https://tatumreport.com/claims-ivermectin-overdoses-debunked-oklahoma-hospital/
https://kfor.com/news/local/patients-overdosing-on-ivermectin-backing-up-rural-oklahoma-hospitals-ambulances/
https://www.dailywire.com/news/associated-press-adds-embarrassing-correction-to-article-claiming-70-of-calls-to-mississippi-poison-control-were-about-ivermectin-ingestion
BIRD GROUP Ivermectin Site: https://bird-group.org/
FDA Ivermectin: https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
https://www.newsweek.com/patients-overdosing-ivermectin-are-clogging-oklahoma-ers-doctor-1625631
US Census: America a Nation of Small Towns
https://www.census.gov/library/stories/2020/05/america-a-nation-of-small-towns.html
New York Times Swine Flu Fiasco Article: https://www.nytimes.com/1976/12/21/archives/swine-flu-fiasco.html
https://www.nbcboston.com/news/local/provincetown-sees-progress-containing-covid-outbreak/2454317/
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82
views
Don't Watch the News
Video on why I don't watch the news and you shouldn't either with tips on alternatives to the "news."
References:
https://www.fbi.gov/news/stories/-serial-killers-part-5-wayne-williams-and-the-atlanta-child-murders
The List by Chet Detliner with Jeff Pugh: https://www.amazon.com/List-Chet-Dettlinger/dp/0942894049
Columbia Journalism Review "What scientist shortage?" article: https://archives.cjr.org/reports/what_scientist_shortage.php
Congress Presses Probe into NSF Prediction of Scientist Shortage
https://www.edwardtufte.com/tufte/scientist_1091
Nayirah Testimony Image: https://en.wikipedia.org/wiki/File:Nayirah_(testimony).jpg
https://en.wikipedia.org/wiki/Nayirah_testimony
Walter Cronkite on TV in 1976: https://commons.wikimedia.org/wiki/File:Walter_Cronkite_on_television_1976.jpg
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23
views
Hillbilly Horror News
About twenty minute video on Hillbilly Horror News -- frightening, ostensibly real stories about the menace posed by hillbillies, rednecks, "poor white trash," crackers and other negative stereotypes of rural, almost always white people, using the 1996 HBO documentary Paradise Lost and its depiction of the West Memphis Three case, recently in the news after the West Memphis police reported locating "missing evidence" for further DNA testing, as an example.
References:
"Evidence believed lost in West Memphis Three case found at police department.",
December 23, 2021 https://news.yahoo.com/evidence-believed-lost-west-memphis-015634200.html
Hillbilly Horrors, Redneck Nightmares and Backwoods Terror IMDB Movie List
https://www.imdb.com/list/ls004015088/
Johnny Depp Public Domain Image: https://commons.wikimedia.org/wiki/File:Johnny-depp-11282050886iSaKg.jpg
Peter Jackson Image
https://commons.wikimedia.org/wiki/File:Peter_Jackson_ONZ_(cropped).jpg
Author: New Zealand Government, Office of the Governor-General
License: https://gg.govt.nz/copyright-and-licensing
Bayview Trailer Park (public domain)
https://commons.wikimedia.org/wiki/File:Bayview_trailer_park016.jpg
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109
views
EVIL NERDS: Should you trust the Scientists?
About twenty (20) minute video (not counting credits) on the many cases where a large group of scientists -- a "scientific community" -- was wrong, greatly underestimated the uncertainties in their conclusion -- "science" -- a frequent occurrence historically in fields such as biology and medicine where controlled laboratory experiments are difficult and time consuming.
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14
views
COVID Death Numbers: The Fine Print
About thirty (30) minute video reviewing the broad disclaimer on the CDC FluView web site and the COVID Death Numbers on the FluView site.
References:
http://wordpress.jmcgowan.com/wp/article-known-problems-with-us-cdcs-pneumonia-influenza-and-covid-19-pic-death-numbers/
https://www.authorea.com/users/425106/articles/547336-improving-cdc-data-practices-recommendations-for-improving-the-united-states-centers-for-disease-control-cdc-data-practices-for-pneumonia-influenza-and-covid-19-v-1-1?commit=e787c438ae88a6e358f7a7de5ddb2cf3d901f072
Fluview Pneumonia, Influenza, and COVID-19 deaths plot web site: https://gis.cdc.gov/grasp/fluview/mortality.html
Leading Causes of Death Report for 2017 (see page 9 for table): https://www.cdc.gov/nchs/data/nvsr/nvsr68/nvsr68_06-508.pdf
Fluview Web Site (top level): https://www.cdc.gov/flu/weekly/fluviewinteractive.htm
Recent somewhat critical POLITICO article on CDC Data (Dec 20, 2021): ‘It is embarrassing’: CDC struggles to track Covid cases as Omicron looms
URL: https://www.politico.com/news/2021/12/20/cdc-covid-omicron-delta-tracking-525621
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50
views
Known Problems with US CDC COVID Death Numbers
Sixteen minute video on known problems with the US Centers for Disease Control (CDC) Pneumonia, Influenza and COVID-19 (PIC) death numbers.
References:
http://wordpress.jmcgowan.com/wp/article-known-problems-with-us-cdcs-pneumonia-influenza-and-covid-19-pic-death-numbers/
https://www.authorea.com/users/425106/articles/547336-improving-cdc-data-practices-recommendations-for-improving-the-united-states-centers-for-disease-control-cdc-data-practices-for-pneumonia-influenza-and-covid-19-v-1-1?commit=e787c438ae88a6e358f7a7de5ddb2cf3d901f072
Fluview Pneumonia, Influenza, and COVID-19 deaths plot web site: https://gis.cdc.gov/grasp/fluview/mortality.html
Leading Causes of Death Report for 2017 (see page 9 for table): https://www.cdc.gov/nchs/data/nvsr/nvsr68/nvsr68_06-508.pdf
Fluview Web Site (top level): https://www.cdc.gov/flu/weekly/fluviewinteractive.htm
Recent somewhat critical POLITICO article on CDC Data (Dec 20, 2021): ‘It is embarrassing’: CDC struggles to track Covid cases as Omicron looms
URL: https://www.politico.com/news/2021/12/20/cdc-covid-omicron-delta-tracking-525621
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28
views
How to Fight COVID Hysteria
Fifteen minute video on how to fight COVID Hysteria -- a video segment from the longer COVID Hysteria, Mass Formation, and the Worldview video. All or the vast majority of people often cannot process, will not accept, and reject data and evidence, even many personal experiences perceived to conflict with their worldview. A change of worldview usually is produced only by sustained, repeated powerful, usually negative experiences over a long period of time, at least six months and often years. Thus, we must focus on repeated negative personal experiences during the COVID pandemic that contradict the mainstream COVID narrative to get people to think more clearly about the situation. Several examples of common negative experiences that contradict the mainstream narrative are listed in the video.
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