Python

EUDRAVIGILANCE at 1228780 VAERS at 700065, Bromelain, Sea Lettuce,  prostacyclin, mAbs, FOIA, Imprinting is here plus DATA

EUDRAVIGILANCE at 1228780 VAERS at 700065, Bromelain, Sea Lettuce, prostacyclin, mAbs, FOIA, Imprinting is here plus DATA Data Sources: GISAID HEALTHDATA GOV CDC OUR WORLD IN DATA VAERS EUDRAVIGILANCE #bromelain #sealettuce # preexisting Beneficial Properties of Bromelain https://www.mdpi.com/2072-6643/13/12/4313/htm#B79-nutrients-13-04313 A natural… Read More ›

Accessing the COVID-19 EUDRAVIGILANCE Vaccine Reaction reports with Python’s Pandas (BASIC)

import pandas as pd import datetime import plotly.express as px import re mod = pd.read_csv(‘MODERNA.csv’,parse_dates=[‘EV Gateway Receipt Date’]) pfi = pd.read_csv(‘PFIZER.csv’,parse_dates=[‘EV Gateway Receipt Date’]) ast = pd.read_csv(‘ASTRA.csv’,parse_dates=[‘EV Gateway Receipt Date’]) jan = pd.read_csv(‘JANS.csv’,parse_dates=[‘EV Gateway Receipt Date’]) len(mod),len(pfi),len(pfi2),len(ast),len(jan) mod.head() pd.set_option(‘display.max_colwidth’, 1500)… Read More ›

How to access CDC Vaccine Adverse Reaction Reports with Python Code – BASIC

How to access CDC Vaccine Adverse Reaction Reports with Python Code – BASIC import pandas as pdimport repd.set_option(‘display.max_columns’, None)vdata=pd.read_csv(‘2021VAERSData.csv’, encoding=’latin1′,low_memory=False)vvax = pd.read_csv(‘2021VAERSVAX.csv’,encoding=’latin1′,low_memory=False)vsymp = pd.read_csv(‘2021VAERSSYMPTOMS.csv’,encoding=’latin1′,low_memory=False)vdata.head()vvax.head()vsymp.head()tt = vsymp.duplicated(subset=[‘VAERS_ID’])tt = tt.value_counts()print(tt)a = len(vdata)b = len(vvax)c = len(vsymp)print(a,b,c)vt= vdata.duplicated(subset=[“VAERS_ID”])vt= (vt.value_counts())vv= vvax.duplicated(subset=[“VAERS_ID”])vv= (vv.value_counts())vs= vsymp.duplicated(subset=[“VAERS_ID”])vs= (vs.value_counts())print(vt,’\n’,vv,’\n’,vs)v1… Read More ›

EUDRAVIGILANCE at 1115395 VAERS at 639876, Clove, Heparin, benfooxythiamine may be heavy hitters in positive outcomes, Plus Data

Data Sources: GISAID HEALTHDATA GOV CDC OUR WORLD IN DATA VAERS EUDRAVIGILANCE #clove #heparin #benfooxythiamine Novel pectin from crude polysaccharide of Syzygium aromaticum against SARS-CoV-2 activities by targeting 3CLpro https://www.biorxiv.org/content/10.1101/2021.10.27.466067v1 Heparin dose capable of preventing COVID-19 deaths is four times… Read More ›

Vaccine Adverse Event Reactions Reports 376,296 , food supplement shows promise against SARS-CoV-2 plus Data

Vaccine Adverse Event Reactions Reports 376,296 , food supplement shows promise against SARS-CoV-2 plus Data #niclosamide #spermidine #vaers A tapeworm drug against SARS-CoV-2? https://www.eurekalert.org/pub_releases/2021-06/c-ub-atd062121.php#.YNEk-UjS0K8.wordpress How shadow banks have exploited the COVID-19 crisis https://www.eurekalert.org/pub_releases/2021-06/cbs-hsb062221.php#.YNJbz74sG04.wordpress Tree pollen carries SARS-CoV-2 particles farther, facilitates… Read More ›

Antigen Test 72% False Positive rate, Vaccine Failure under estimated, Corona waste kills animals throughout the entire world + Data

Antigen Test 72% False Positive rate, Vaccine Failure under estimated, Corona waste kills animals throughout the entire world + Data testaccuracy #falsepositive #data Updated Cochrane review assesses how accurate rapid tests are for detecting COVID-19https://www.eurekalert.org/pub_releases/2021-03/w-ucr032421.php#.YFtnklukywE.wordpressThough risk is minuscule, infection after… Read More ›

Vitamin B6 may help keep COVID-19’s cytokine storms at bay, vaccines may cause mammograms false positives plus Data

Vitamin B6 may help keep COVID-19’s cytokine storms at bay, vaccines may cause mammograms false positives plus Data #mammogram #b6 #covid Vitamin B6 may help keep COVID-19’s cytokine storms at bay https://www.eurekalert.org/pub_releases/2021-02/hu-vbm022421.php Household Transmission of SARS-CoV-2 https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2776908 Abnormal sodium levels… Read More ›

Nasal Spray keeps Sars-COV-2 viral load zero with intense exposure, ozone works, plus data

Nasal Spray keeps Sars-COV-2 viral load zero with intense exposure, ozone works, plus data Our weekly collection  pandemic data plus new research Could a nasal spray prevent coronavirus transmission? https://www.eurekalert.org/pub_releases/2021-02/cuim-can021621.php#.YC9d0IJjGUA.wordpress Asthmatics no higher risk dying from COVID, review of studies… Read More ›

New Vitamin, Melatonin, Seaweed Research into Sars-COV-2. Plus DATA tracking overall mortality correlation with second dose vaccine administration.

Articles Covered: How vitamins, steroids and potential antivirals might affect SARS-CoV-2 Melatonin produced in the lungs prevents infection by novel coronavirus Research shows people with high omega-3 index less likely to die from COVID-19 Global analysis suggests COVID-19 is seasonal… Read More ›