covid 19 2021

https://pride.tamuc.edu/congratulations2020/groups/watch-shang-chi-and-the-legend-of-the-ten-rings-full-movie-online/
https://pride.tamuc.edu/congratulations2020/groups/putlockershdwatch-shang-chi-and-the-legend-of-the-ten-rings-2021-full-movie-online-free/
https://pride.tamuc.edu/congratulations2020/groups/123movies-watch-full-shang-chi-and-the-legend-of-the-ten-rings-2021-movie-online-free/
https://pride.tamuc.edu/congratulations2020/groups/watch-shang-chi-and-the-legend-of-the-ten-rings-2021-online-movie-full-hd-download-720p-1080p-free/
https://pride.tamuc.edu/congratulations2020/groups/watch-full-shang-chi-and-the-legend-of-the-ten-rings-2021-online-full-movie-free-hd-1080p/
https://pride.tamuc.edu/congratulations2020/groups/watch-shang-chi-and-the-legend-of-the-ten-rings-2021-full-movie/
https://pride.tamuc.edu/congratulations2020/groups/watch-shang-chi-and-the-legend-of-the-ten-rings-2021-hd-full-online-free-1800261492/

https://pride.tamuc.edu/congratulations2020/groups/movies-watch-it-came-from-below-online-full-free-on-putlocker/
https://pride.tamuc.edu/congratulations2020/groups/hd-watch-it-came-from-below-2021-hd-online-full-free-download/
https://pride.tamuc.edu/congratulations2020/groups/watch-it-came-from-below-2021-full-movie/
https://pride.tamuc.edu/congratulations2020/groups/watch-it-came-from-below-2021-hd-full-online-free/
https://pride.tamuc.edu/congratulations2020/groups/123movies-watch-full-it-came-from-below-2021-movie-online-free-hd-download/
https://pride.tamuc.edu/congratulations2020/groups/watch-free-download-it-came-from-below-2021-torrent-movie-in-hd/

https://pride.tamuc.edu/congratulations2020/groups/voir-shang-chi-et-la-legende-des-dix-anneaux-streaming-vf-2021-complet-gratuit/
https://pride.tamuc.edu/congratulations2020/groups/shang-chi-et-la-legende-des-dix-anneaux-streaming-vf-2021-full-film-en-hd/
https://pride.tamuc.edu/congratulations2020/groups/hdregarder-shang-chi-et-la-legende-des-dix-anneaux-streaming-vf-gratuit-film-complet/
https://pride.tamuc.edu/congratulations2020/groups/regarder-hd-shang-chi-et-la-legende-des-dix-anneaux-2021-streaming-vf-film-complet-en-francais-hd/
https://pride.tamuc.edu/congratulations2020/groups/regarder-shang-chi-et-la-legende-des-dix-anneaux-2021-hd-vf-streaming-complet-en-ligne-et-vostfr/
https://pride.tamuc.edu/congratulations2020/groups/regarder-shang-chi-et-la-legende-des-dix-anneaux-film-2021-complet-en-streaming-vf-francais/

https://www.gimkit.com/ink/read/61361e215b019600235bd1d5
https://www.gimkit.com/ink/read/613620035b019600235bf23f
https://www.gimkit.com/ink/read/613620cc5b019600235bfdb4
https://www.gimkit.com/ink/read/6136216c5b019600235c081d
https://www.gimkit.com/ink/read/613622165b019600235c11f1
https://www.gimkit.com/ink/read/613622a55b019600235c1c37
https://www.gimkit.com/ink/read/613622f75b019600235c1f71
https://www.gimkit.com/ink/read/613623595b019600235c2563

https://www.gimkit.com/ink/read/613623fa5b019600235c31a0
https://www.gimkit.com/ink/read/613624a95b019600235c3b90
https://www.gimkit.com/ink/read/613625065b019600235c4089
https://www.gimkit.com/ink/read/6136255f5b019600235c42ed
https://www.gimkit.com/ink/read/613625d85b019600235c4ad6
https://www.gimkit.com/ink/read/613626d55b019600235c57b4

https://www.gimkit.com/ink/read/613627c15b019600235c6ccc
https://www.gimkit.com/ink/read/613628c15b019600235c7c7d
https://www.gimkit.com/ink/read/613629c75b019600235c8ea5
https://www.gimkit.com/ink/read/61362d315b019600235cc1dc
https://www.gimkit.com/ink/read/61362dff5b019600235cce05
https://www.gimkit.com/ink/read/61362e555b019600235cd32c

https://www.gimkit.com/ink/read/61362ee55b019600235cdbca
https://www.gimkit.com/ink/read/61362f3d5b019600235ce21c
https://www.gimkit.com/ink/read/613630185b019600235cf3f6
https://www.gimkit.com/ink/read/613630c55b019600235cfd77

https://www.gimkit.com/ink/read/6136317a5b019600235d0717
https://www.gimkit.com/ink/read/613634125b019600235d41d2
https://www.gimkit.com/ink/read/613636805b019600235d7096
https://www.gimkit.com/ink/read/613637265b019600235d7e0f
https://www.gimkit.com/ink/read/613637885b019600235d85c9
https://www.gimkit.com/ink/read/613637f15b019600235d8c2d

https://www.gimkit.com/ink/read/61363cd75b019600235de8e3
https://www.gimkit.com/ink/read/61363d4b5b019600235deec0
https://www.gimkit.com/ink/read/61363d9b5b019600235df235
https://www.gimkit.com/ink/read/61363e0a5b019600235dfb21
https://www.gimkit.com/ink/read/61363e6d1d858d00237dd10d

https://medium.com/@gagahbungah669/assistir-shang-chi-e-a-lenda-dos-dez-an%C3%A9is-2021-dublado-filme-online-gr%C3%A1tis-84d3505afb91

https://wakelet.com/wake/KIVjQHNTfbdbCvXzSz_ev
https://wakelet.com/wake/KP8GedaVbTpf9JowxgCd6
https://wakelet.com/wake/tKt3JA3r-fEoi3V-5Ofmz
https://wakelet.com/wake/mOW9PIG_7z52ajZNtdtBL

https://wakelet.com/wake/POtPO75Lno7vm2yXaAYg2
https://wakelet.com/wake/MEqBiZ5F8wt8LDs8gYQlb
https://wakelet.com/wake/LSvlseQ8rqSLe0JEQsa-E
https://wakelet.com/wake/tPcQNATpAFBqA9ez_wzlK
https://wakelet.com/wake/XvUmklA2lCj4T-TUjs2lh
https://wakelet.com/wake/B2lvsP9b_zPDg8T_DRBCN

https://wakelet.com/wake/YfFC626CA7KCUpqJNkP6s
https://wakelet.com/wake/Szdnw9pb5mzGJvz-MtdYg
https://wakelet.com/wake/fSKInWPp6NsS_qHzXA0uH
https://wakelet.com/wake/ENM_l-0KuP3dAcgKwpguD
https://wakelet.com/wake/khDg3bTltlCgCfhS-_f7k

http://scoot.net/stolen/index.html?scoot=169515
http://www.wdir1.com/link/1067799/best-movies-2021
https://penzu.com/p/42fc5569

What is GEEK

Buddha Community

Next.JS Developer

1620127560

Data Scientist Creates Python Script To Track Available Slots For Covid Vaccinations

Bhavesh Bhatt, Data Scientist from Fractal Analytics posted that he has created a Python script that checks the available slots for Covid-19 vaccination centres from CoWIN API in India. He has also shared the GitHub link to the script.

The YouTube content creator posted, “Tracking available slots for Covid-19 Vaccination Centers in India on the CoWIN website can be a bit strenuous.” “I have created a Python script which checks the available slots for Covid-19 vaccination centres from CoWIN API in India. I also plan to add features in this script of booking a slot using the API directly,” he added.

We asked Bhatt how did the idea come to fruition, he said, “Registration for Covid vaccines for those above 18 started on 28th of April. When I was going through the CoWIN website – https://www.cowin.gov.in/home, I found it hard to navigate and find empty slots across different pin codes near my residence. On the site itself, I discovered public APIs shared by the government [https://apisetu.gov.in/public/marketplace/api/cowin] so I decided to play around with it and that’s how I came up with the script.”

Talking about the Python script, Bhatt mentioned that he used just 2 simple python libraries to create the Python script, which is datetime and requests. The first part of the code helps the end-user to discover a unique district_id. “Once he has the district_id, he has to input the data range for which he wants to check availability which is where the 2nd part of the script comes in handy,” Bhatt added.

#news #covid centre #covid news #covid news india #covid python #covid tracing #covid tracker #covid vaccine #covid-19 news #data scientist #python #python script

Aketch Rachel

1618099140

How Is TCS Helping With COVID-19 Testing In India

COVID-19 cases have only been on the rise. With the non-availability of effective drugs and vaccines, one of the effective ways to control it is to detect it early in patients. However, the task is easier said than done. While a large number of test kits are being produced, they are not enough to conduct testing in large numbers.

Government-run body, C-CAMP or Centre for Cellular and Molecular Platform, has been a key enabler in driving COVID-19 testing as it has been aggressively building, managing and scaling the ecosystem of MSMEs to produce test kits indigenously. However, they might not be enough.

#opinions #c-camp #c-camp tcs #covid-19 #covid-19 testing #tcs #tcs covid-19

Abigail Cassin

1596574500

How The New AI Model For Rapid COVID-19 Screening Works?

With the current pandemic spreading like wildfire, the requirement for a faster diagnosis can not be more critical than now. As a matter of fact, the traditional real-time polymerase chain reaction testing (RT-PCR) using the nose and throat swab has not only been termed to have limited sensitivity but also time-consuming for operational reasons. Thus, to expedite the process of COVID-19 diagnosis, researchers from the University of Oxford developed two early-detection AI models leveraging the routine data collected from clinical reports.

In a recent paper, the Oxford researchers revealed the two AI models and highlighted its effectiveness in screening the virus in patients coming for checkups to the hospital — for an emergency checkup or for admitting in the hospital. To validate these real-time prediction models, researchers used primary clinical data, including lab tests of the patients, their vital signs and their blood reports.

Led by a team of doctors — including Dr Andrew Soltan, an NIHR Academic Clinical Fellow at the John Radcliffe Hospital, Professor David Clifton from Oxford’s Institute of Biomedical Engineering, and Professor David Eyre from the Oxford Big Data Institute — the research initiated with developing ML algorithms trained on COVID-19 data and pre-COVID-19 controls to identify the differences. The study has been aimed to determine the level of risk a patient can have to have COVID-19.

#opinions #covid screening #covid-19 news #covid-19 screening test #detecting covid

Anna Yusef

1612362000

Charting COVID-19 Data With Python

Charting provides a powerful way to visualize and explore your data by helping to uncover patterns, trends, relationships, and structures that might not be apparent when looking at a table or map. The COVID-19 pandemic has created voluminous streams of data for scientists, researchers, and decision-makers to visualize, analyze, and understand through a variety of data analysis packages and tools.

This blog walks through visualizing characteristics and trends of the COVID-19 pandemic in the United States during 2020 using the integration between Python and ArcGIS Platform.

Preparing the Data

To get started, I’ll load and prepare the data using pandas, but you can use whatever Python tools you prefer. I’m acquiring the data from the New York Times COVID-19 data repository (publicly accessible here), and I’m filtering the data to include only dates from the complete year of 2020.

import pandas as pd
from arcgis.features import GeoAccessor
import arcpy
arcpy.env.workspace = 'memory'

DATA_URL = 'https://raw.githubusercontent.com/nytimes/covid-19-data/master/us-states.csv'
# load data with pandas, create new fields, and filter

daily_df = (
    pd.read_csv(DATA_URL, parse_dates=['date'])
        .sort_values(['state', 'date'])
        .rename(columns={
            'cases': 'cases_total',
            'deaths': 'deaths_total'
        })
        .assign(
            cases_new = lambda df: df.groupby('state')['cases_total'].diff().clip(lower=0),
            deaths_new = lambda df: df.groupby('state')['deaths_total'].diff().clip(lower=0)
        )
        .query("'2020-01-01' <= date <= '2020-12-31'")
        .reset_index(drop=True)
)

Here’s a quick look at the prepared dataset. Notice that there is an individual row for each date and state combination. These rows will be summarized and aggregated when I visualize this data with charts.

#python #covid-19 #covid 19 #charting

Alex Riley

1607510226

Best Web App Ideas To Make Money In 2021 - Application Startup Guide

Some Popular Web App Ideas for 2021

Are you looking for best web application business ideas that make money in 2021?

There are lots of simple web app ideas but all those web application business ideas do not make money.