Annals of Internal Medicine “Mask Benefit Claims Inconclusive”, Lund University Lockdown Models Heavily Flawed” Plus new Data Vaccine to Population Ratio

Annals of Internal Medicine “Mask Benefit Claims Inconclusive”, Lund University Lockdown Models Heavily Flawed” Plus new Data Vaccine to Population Ratio

This week we review the above plus start mining data in reference to COVID-19 Vaccine rate and Hospital Occupancy correlations overall.

#facecoverings #lockdown #SARS-CoV-2

Update Alert 4: Masks for Prevention of Respiratory Virus Infections, Including SARS-CoV-2, in Health Care and Community Settings

https://www.acpjournals.org/doi/10.7326/L20-1429

Model used to evaluate lockdowns was flawed

https://www.eurekalert.org/pub_releases/2020-12/lu-mut122620.php#.X-0C4mY4JOE.wordpress

data, peer reviewed, study, lockdown effectiveness, pandemic, data analytics, python, matploblib, pandas, biostatistics, corona, sarscov2 data, masks, face covering, danmask19, seaborn, owid, our world in data, covid testing, , vector, danish study, denmark study, virus, micron, aerosolized, covid aerosol, sars-cov-2 micron size, mask filtration, vitamin d, uvc , mask, mask effectiveness, surgical mask harms, nasal deposition, airflow, b cell, denmask, Sweden, owid, healthdata, micronized, airborne

Sars-COV-2 confirmed aerosolized below 1um, Masks may officially do more harm than good, plus data


1. We review now the very strong hypothesis that Sars-COV-2 is now aerosolized on a sub-micron level greatly reducing any impact PPE may have and greatly increasing transmission vectors. 2. Immunity to COVID-19 appears to last at least 8 months with significant B cell memory. 3. Plus deep dive into global Data that really shows there is no real clear pandemic mitigation strategy that is having any real-world effect except unnecessarily causing hardship among the subject populace.

#sarscov2 #aerosolized #covid

Data Sources
HealthData .gov
Our World in Data
Covid Tracking Project

Article Links (Current New) :
Assessment of Air Contamination by SARS-CoV-2 in Hospital Settings
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2774463?s=03

UH Mānoa researcher examines why people choose to wear face coverings
https://www.eurekalert.org/pub_releases/2020-12/uoha-umr121820.php#.X-Fc482Kb5o.wordpress

COVID immunity lasts up (at least) to 8 months, new data reveals
https://www.eurekalert.org/pub_releases/2020-12/mu-cil122020.php#.X-KF5Sew4mI.wordpress

Masks may be worse than no mask if COVID-19 is aerosolized. UV light, Cadmium, and Vit. D all Corr,

This week we look at one of the worst cases of media bias to date in reference to the study: Effects of mask-wearing on the inhalability and deposition of airborne SARS-CoV-2 aerosols in human upper airway. Cadmiun and heightened mortality, UV light in relation to COVID and Vitamin D, again.
#sarscov2aerosol #micron #surgicalmask
Study Sources:
‘Alarmingly high’ vitamin D deficiency in the United Kingdom
https://www.eurekalert.org/pub_releases/2020-12/uosa-hv121420.php#.X9jqniRdpbA.wordpress

COVID-19 does not damage auditory system, Tel Aviv University and Galilee Medical Center study finds
https://www.eurekalert.org/pub_releases/2020-12/afot-cdn121520.php#.X9lCpb8uT8Q.wordpress

LED lights found to kill coronavirus: Global first in fight against COVID-19
https://www.eurekalert.org/pub_releases/2020-12/afot-llf121420.php#.X9gQC1QniyA.wordpress

‘The mask matters: How masks affect airflow, protection effectiveness
Effects of mask-wearing on the inhalability and deposition of airborne SARS-CoV-2 aerosols in human upper airway
In this study, we found that the protective efficacy of a mask for the nasal airway decreases at lower inhalation flow rates. Particularly at 15 l/min, the nasal retention of 1 µm–3 µm ambient aerosols is even higher by wearing a 65% filtration mask than without a mask at all.’
https://aip.scitation.org/doi/10.1063/5.0034580

SARS-CoV-2-like particles very sensitive to temperature
https://www.eurekalert.org/pub_releases/2020-12/uou-spv121720.php#.X92jmCoxRLw.wordpress

New study links cadmium to more severe flu, pneumonia infections
https://www.eurekalert.org/pub_releases/2020-12/uom-nsl121020.php#.X924gekaJHI.wordpress

COVID-19 spread increases when UV levels decrease
https://www.eurekalert.org/pub_releases/2020-12/hjap-csi121620.php#.X92vSB3cwpQ.wordpress

COVID-19 as the Leading Cause of Death in the United States
https://jamanetwork.com/journals/jama/fullarticle/2774465?guestAccessKey=d0b5e5b7-a997-49c2-9000-c0f1842ce76c&utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=121720

Reference to the DENMASK study:
https://www.acpjournals.org/doi/10.7326/M20-6817

API Sources:
Our wold in Data
COVID Tracking Project
HealthData.gov

Added:
Minimum Sizes of Respiratory Particles Carrying SARS-CoV-2 and the Possibility of
Aerosol Generation

Molnupiravir, may fully suppress virus transmission within 24 hours – Green Tea inhibits Sars-COV-2

Today we look at this week’s COVID data and research 1 Molnupiravir ( MK-4482 ), may fully suppress virus transmission within 24 hours 2 Chemical compounds in foods can inhibit a key SARS-CoV-2 enzyme 3 Vehicles and Testing Sites possible COVID vectors 4 BMJ says no to Many school COVID restrictions Plus tons of HeatMaps, Correlations, Graphs, and Charts questioning whether many world leaders have any clue about anything actually. 😉

#molnupiravir#mk4482#greentea

https://clinicalnews.org/2020/12/03/o…https://clinicalnews.org/2020/11/30/r…https://clinicalnews.org/2020/12/04/r…https://clinicalnews.org/2020/11/30/c…

COVID-19 Surgical Mask Random Trial Offer Little to No Protection, British Gov’t Wrong on most Data

This week we run the data analytics on Face Coverings and Country Stats using Seaborn and Pandas as well as cover the DANMASK-19 randomized trial, The Daily Mails fight with the British Government attempt to terrorize it, citizens, with bad COVID data. The Possible transmission of COVID-19 from pets to humans continues to gain traction, etc… #covid19 #masks #facecoverings Data API Sources: Our World in Data Covid Tracking Project Effectiveness of Adding a Mask Recommendation to Other Public Health Measures to Prevent SARS-CoV-2 Infection in Danish Mask Wearers https://www.acpjournals.org/doi/10.7326/M20-6817 A cluster randomised trial of cloth masks compared with medical masks in healthcare workers https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4420971/ https://www.dailymail.co.uk/news/article-8973737/Fury-government-uses-Twitter-propaganda-tool-attack-Mails-covid-analysis.html https://www.washingtonpost.com/health/2020/11/20/mask-danish-study/ https://clinicalnews.org/2020/11/19/how-the-polio-vaccine-virus-occasionally-becomes-dangerous/ https://clinicalnews.org/2020/11/18/two-k-state-studies-focus-on-sars-cov-2-transmission-in-domestic-cats-pigs/ https://clinicalnews.org/2020/11/16/alarming-covid-19-study-shows-80-of-respondents-report-significant-symptoms-of-depression/

COVID – Vitamin C breakthrough, Baricitinib dramatically improves Survival, Lockdowns and Endemics

This week in Data analysis we start building a face covering (mask) data frame and disease outbreaks. Breakthrough discoveries in Vitamin C and an Arthritis drug Baricitinib. As well as future disease outbreak concerns, vaccine hazards, and sars-cov-2 animal transmission. #covid19 #vitaminc #Baricitinib https://www.eurekalert.org/pub_releas… #sarsvac https://journals.plos.org/plosone/art… #polio https://www.pnas.org/content/115/5/10… #influenza https://www.eurekalert.org/pub_releas… #endemic https://science.sciencemag.org/conten… #zoo https://www.eurekalert.org/pub_releas… #lancetpred https://www.eurekalert.org/pub_releas… #arth

COVID cases skyrocket mysteriously prior to the election while the mortality rate sharply declines

This week we look at the sharp rise in COVID-19 cases prior to the Election (Data Analytics), while mortality globally continues to naturally decline with many modern countries now reporting few to no related deaths. In addition, we pull in the Census.Gov Household Pulse Survey Data to review pandemic lockdown hardships. #covid19 #pandemic #dataanalysis Sources: covidtracking, OWID, U.S.Census

Vit. D the Most underutilized COVID tool, Low Income Households Crushed by Lockdowns, Plus Data

This week we look at how bad the lockdown is affecting low-income families, and ask why after so many months Vitamin D has been ignored. As well as Low Dose Aspirin has a powerful benefit against COVID. #aspirin #covid #lockdown Study finds over 80% of COVID-19 patients have vitamin D deficiency https://www.eurekalert.org/pub_releases/2020-10/tes-sfo102220.php#.X5ibhuBizBU.wordpress Death rates among people with severe COVID-19 drop by a half in England https://www.eurekalert.org/pub_releases/2020-10/uoe-dra102720.php#.X5iZJ_Rg_T8.wordpress New study: aspirin use reduces risk of death in hospitalized patients https://www.eurekalert.org/pub_releases/2020-10/uoms-nsa102220.php https://www.census.gov/data-tools/demo/hhp/#/?measures=EVR

COVID Vaccines not being tested to work, CBD a COVID Lung Saver?, Shoes thee COVID carrier and Data.

This week we review disturbing vaccine study requirements, CBD an incredible gem if possibly protecting the lungs and restoring oxygen levels, and a strong correlation as to shoes being an unrecognized major disease vector. In addition to looking at COVID data correlations to which countries are locking down in response Sars-COV-2 to those which have not or have done little. #covidvaccine #covidvector #covidnews Data Sources API for DataFrames: The COVID Tracking Project Our wold in Data (Oxford) Links: https://www.eurekalert.org/pub_releases/2020-10/uoo-ecw102220.php#.X5N_7_DuPM0.wordpress https://www.eurekalert.org/pub_releases/2020-10/b-cvt102020.php#.X5OGbCHAYR8.wordpress https://www.eurekalert.org/pub_releases/2020-10/mcog-chr101620.php#.X45lOsCeu4k.wordpress https://wwwnc.cdc.gov/eid/article/26/7/20-0885_article

COVID19 Analytics – Mask Trash and Shoes a Major Spreader, Newsom & Fauci Being Odd, Florida Wins

Our weekly review of the current COVID data and country comparisons as well as other oddities such as Mask Litter, Trash Cans, and Shoes being unintended spreaders. All this under the guise of Amateur Python Analytics. Brief CSV File Request Code below (Pandas). That will allow you to pull Oxford University Data up to the current date. Enjoy 😉

This is a long one, next week I will make it A LOT shorter.

#covid19 #sarscov2 #data

Code Snippet:
import pandas as pd
import csv
import requests
younameit = pd.read_csv(‘https://covid.ourworldindata.org/data/owid-covid-data.csv’)

https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/bulletins/deathsduetocoronaviruscovid19comparedwithdeathsfrominfluenzaandpneumoniaenglandandwales/deathsoccurringbetween1januaryand31august2020

https://wwwnc.cdc.gov/eid/article/26/7/20-0885_article

https://www.eurekalert.org/pub_releases/2020-10/uoh-rci100120.php#.X3fUGZsAGM0.wordpress

https://www.cidrap.umn.edu/news-perspective/2020/04/commentary-masks-all-covid-19-not-based-sound-data

Pandemic Charting – Weaponizing Uncertainty – Countries Do better with a Light touch – Python Data

More COVID Research Information Censored

More COVID Research Censored CDC and the WHO, to my dismay, are either directly or indirectly controlling the flow of information and research, possibly creating an echo chamber of bias. The level of censorship is getting so out of control; it is highly likely now it may be resulting in harm in a variety of societal dimensions. As well as the Freedom to Speech is becoming rapidly stratified among those in positions of wealth, power, or fame, It is becoming painfully apparent that self-proclaimed thought leaders may not be behooving us in times of crisis, manufactured, self-inflicted, or real. At the very least, by not reviewing and growing from our errors, we are, in all essence, committed to repeating them. Freedom of Speech, in its most basic form, is simply the freedom to speak. Take that right away from one, and you build a case to take it away from all, for, of course, your own protection. #censorship #freedomofspeech #covid