Python

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

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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 ›

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

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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 ›

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

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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 ›

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

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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 ›

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

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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 ›

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

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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 ›

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

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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 ›

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

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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 ›

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

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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 ›