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
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
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
import pandas as pd
younameit = pd.read_csv(‘https://covid.ourworldindata.org/data/owid-covid-data.csv’)
Vitamin D may be more effective than masks and distancing combined for COVID ?
In patients older than 40 years they observed that those patients who were vitamin D sufficient were 51.5 percent less likely to die from the infection compared to patients who were vitamin D deficient or insufficient with a blood level of 25-hydroxyvitamin D less than 30 ng/mL.
Holick, who most recently published a study which found that a sufficient amount of vitamin D can reduce the risk of catching coronavirus by 54 percent, believes that being vitamin D sufficient helps to fight consequences from being infected not only with the corona virus but also other viruses causing upper respiratory tract illnesses including influenza. “There is great concern that the combination of an influenza infection and a coronal viral infection could substantially increase hospitalizations and death due to complications from these viral infections.”
#covid19 #sarscov2 #vitaminD
Kaufman HW, Niles JK, Kroll MH, Bi C, Holick MF (2020) SARS-CoV-2 positivity rates associated with circulating 25-hydroxyvitamin D levels. PLOS ONE 15(9): e0239252. https://doi.org/10.1371/journal.pone.0239252
We are led to question whether the recommended social distancing measures to prevent SARS-CoV-2 transmission could increase the number of other serious instabilities. The breaking of the contagion pathways reduces the sharing of microorganisms between people, thus favoring dysbiosis, which, in turn, may increase the poor prognosis of the disease. #covid #microbiome #dysbiosis Célia P. F. Domingues, João S. Rebelo, Francisco Dionisio, Ana Botelho, Teresa Nogueira. The Social Distancing Imposed To Contain COVID-19 Can Affect Our Microbiome: a Double-Edged Sword in Human Health. mSphere, 2020; 5 (5) DOI: 10.1128/mSphere.00716-20 https://msphere.asm.org/content/5/5/e00716-20
Is there a correlation between Positive cases and Hospitalizations? Below is the API for python access, open to all who desire to filter the data. I want to just give easy access to all the beginner students data scientists out there, such as myself..Explore and Discover: **My Apologies It says High Def, but does not look High Def on video here**
Code: import matplotlib.pyplot as plt import pandas as pd from scipy import stats import statsmodels.api as sm import requests import time from IPython.display import clear_output response = requests.get(“https://covidtracking.com/api/v1/us/daily.csv”) covid = response.content ccc = open(“daily.csv”,”wb”) ccc.write(covid) ccc.close() df = pd.read_csv(“daily.csv”, index_col = ‘date’) df.head() data = df[[‘positiveIncrease’,’hospitalizedIncrease’]] dataT = df[[‘positiveIncrease’,’hospitalizedIncrease’,’hospitalizedCurrently’]] dataD = df[[‘hospitalizedIncrease’,’deathIncrease’]] dataT.head(20) plt.figure(figsize=(20,10)) Y = data[‘positiveIncrease’] X = data[‘hospitalizedIncrease’] plt.scatter(X,Y) plt.ylabel(“Tested Positive Increase”) plt.xlabel(“Hospitalization Increase”) plt.show() Y1 = sm.add_constant(Y) reg = sm.OLS(X, Y1).fit() reg.summary() data.plot(y=[‘hospitalizedIncrease’,’positiveIncrease’],xticks=data.index[0:len(data):30], rot=90, figsize=(20,10) ) for x in range(len(data)): plt.figure(figsize=(20,10)) plt.xticks( data.index.values[0:len(data):30], rotation = 90, fontsize=20 ) plt.plot(data.tail(x))
In a new study in Cell Discovery, Chen-Yu Zhang’s group at Nanjing University and two other groups from Wuhan Institute of Virology and the Second Hospital of Nanjing present a novel finding that absorbed miRNA MIR2911 in honeysuckle decoction (HD) can directly target SARS-CoV-2 genes and inhibit viral replication. Drinking of HD accelerate the negative conversion of COVID-19 patients.
#mir2911 #sarcov2 #honeysuckle
Zhou, L., Zhou, Z., Jiang, X. et al. Absorbed plant MIR2911 in honeysuckle decoction inhibits SARS-CoV-2 replication and accelerates the negative conversion of infected patients. Cell Discov 6, 54 (2020). https://doi.org/10.1038/s41421-020-00197-3
The highest production was found in the rice bran (ca. 742 ng/g dw), followed by the buckwheat bran (ca. 631 ng/g dw), after fermentation. Meanwhile, the addition of L. brevis was able to dominate indigenous microbes during fermentation and thus greatly improve microbial safety during the fermentation of different grain materials. #b12 #vegan #fermentation https://helda.helsinki.fi/bitstream/handle/10138/317682/insitufo.pdf?sequence=1&isAllowed=y In situ fortification of vitamin B12 in grain materials by fermentation withPropionibacterium freudenreichii, Chong Xie ISBN 978-951-51-6355-4 (PAPERBACK) ISBN 978-951-51-6356-1 (PDF, http://ETHESIS.HELSINKI.FI) ISSN 0355-1180 UNIGRAFIA HELSINKI 2020
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