Theo Sanderson. (2021, December 16). 71.9% of cases in London with specimens from 13 December were Omicron. Overall London cases are already reaching the maximum values ever seen in the pandemic. Https://t.co/CJF5kQqBpl [Tweet]. @theosanderson. https://twitter.com/theosanderson/status/1471537690650812420
3,630 Matching Annotations
- Dec 2021
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future.a16z.com future.a16z.com
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NFTs have received a lot of attention lately because of high sales volumes. In the past 30 days there has been over $300M in NFT sales:
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www.forbes.com www.forbes.com
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No, United Way isn’t sitting still—it recently teamed up with Salesforce.org to roll out a new app called Philanthropy Cloud. For now, however, upstart Benevity rules the online workplace giving space.
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beachfront.digital beachfront.digital
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I buy domains on a regular basis and often from more than one registrar because of a better deal or TLD availability. As a result, I tend to forget I have some domains! True story, I once ran a WHOIS search on a domain I own.
The subtext here is, "that's why i created BeachfrontDigital". But this shows how "apps" (and systems) have poisoned how we conceptualize problems and their solutions.
The simplest solution to the problem described is a document, not a never-finished/never-production-ready app. Bespoke apps have lots of cost overhead. Documents, on the other hand—even documents with rich structure—are cheap.
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www.medrxiv.org www.medrxiv.org
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Simon, M. A., Luginbuhl, R. D., & Parker, R. (2021). Reduced Incidence of Long-COVID Symptoms Related to Administration of COVID-19 Vaccines Both Before COVID-19 Diagnosis and Up to 12 Weeks After (p. 2021.11.17.21263608). https://doi.org/10.1101/2021.11.17.21263608
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arcadia.io arcadia.io
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New Study Finds Vaccine Dose Timing Reduces Risk of Long-COVID in Unvaccinated Patients. (2021, December 15). Arcadia.Io. https://arcadia.io/press-release-vaccine-dose-timing-reduces-long-covid-risk/
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Altmann, D. M., & Boyton, R. J. (2021). SARS-Cov-2 immune waning and reinfection in care-home settings. The Lancet. Healthy Longevity, 2(12), e776–e777. https://doi.org/10.1016/S2666-7568(21)00276-2
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twitter.com twitter.com
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Dr Duncan Robertson. (2021, December 15). Cases on the dashboard exclude reinfections.And there are a lot of reinfections as far as Omicron is concerned h/t @AlistairHaimes and @Peston And this is only cases reported today—Not from infections today With a 2-day doubling time for Omicron, this isn’t great https://t.co/fU2RLhshtn [Tweet]. @Dr_D_Robertson. https://twitter.com/Dr_D_Robertson/status/1471156538681315336
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Covid: UK reports highest daily cases since the pandemic began. (2021, December 15). BBC News. https://www.bbc.com/news/uk-59673150
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- education
- lang:en
- UK
- government
- variant
- COVID-19
- data
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- NHS
- epidemic
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- delta
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- Omicron
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- Christmas
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www.nature.com www.nature.com
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Replicating scientific results is tough—But essential. (2021). Nature, 600(7889), 359–360. https://doi.org/10.1038/d41586-021-03736-4
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twitter.com twitter.com
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Eric Topol. (2021, December 14). Graph of Pfizer 3rd shot (booster) vs Omicron symptomatic infection, restoring to 75% protection, significantly less compared to its effect vs Delta (95%) with 95% CI, @UKHSA data, vs unvaccinated https://ft.com/content/8a6a0ec8-fd07-49cd-a3f5-386a06269a5c by @hannahkuchler @donatopmancini @mroliverbarnes https://t.co/PHMDZGIgDj [Tweet]. @EricTopol. https://twitter.com/EricTopol/status/1470744717398720513
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www.abc.net.au www.abc.net.au
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NSW could have 25,000 COVID-19 cases per day by next month, modelling suggests. (2021, December 14). ABC News. https://www.abc.net.au/news/2021-12-15/nsw-covid-19-infections-reach-three-month-high-1360-new-cases/100700866
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www.medrxiv.org www.medrxiv.org
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Colosi, E., Bassignana, G., Contreras, D. A., Poirier, C., Boëlle, P.-Y., Cauchemez, S., Yazdanpanah, Y., Lina, B., Fontanet, A., Barrat, A., & Colizza, V. (2021). Screening and vaccination against COVID-19 to minimize school closure (p. 2021.08.15.21261243). https://doi.org/10.1101/2021.08.15.21261243
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Iacobucci, G. (2021). Covid-19 and pregnancy: Vaccine hesitancy and how to overcome it. BMJ, 375, n2862. https://doi.org/10.1136/bmj.n2862
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blogs.worldbank.org blogs.worldbank.org
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multistakeholder data governance
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twitter.com twitter.com
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ReconfigBehSci. (2021, December 13). RT @peterdodds: Excess deaths are now above 900,000 in the US. Conservative estimate as reporting takes weeks to fill in: Https://cdc.gov/nchs/nvss/vsrr/covid19/excess_deaths.htm… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1470436197935763456
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Visual, F. T., & team, D. J. (n.d.). Covid-19 vaccine tracker: The global race to vaccinate. Retrieved 13 December 2021, from https://ig.ft.com/coronavirus-vaccine-tracker/
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twitter.com twitter.com
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Tom Moultrie. (2021, December 12). Given the comedic misinterpretation of the South African testing data offered by @BallouxFrancois (and many others!) last night ... I offer some tips having contributed to the analysis of the testing data for the @nicd_sa since April last year. (1/6) [Tweet]. @tomtom_m. https://twitter.com/tomtom_m/status/1469954015932915718
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twitter.com twitter.com
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Max Roser. (2021, December 11). The number of confirmed COVID cases is rising in all of Southern Africa. Https://t.co/3hP7f3zoqt [Tweet]. @MaxCRoser. https://twitter.com/MaxCRoser/status/1469634777078710274
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Mahase, E. (2021). Covid-19: Do vaccines work against omicron—and other questions answered. BMJ, 375, n3062. https://doi.org/10.1136/bmj.n3062
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- antiviral
- lang:en
- work from home
- EU
- research
- risk
- variant
- data
- response
- mask wearing
- South Africa
- treatment
- restrictions
- delta
- vaccine
- hospitalization
- domestic measures
- travel ban
- booster
- reinfection
- UK
- PCR
- transmissibility
- COVID-19
- Europe
- infection rate
- epidemiology
- Africa
- modeling
- is:article
- antibody
- testing
- Omicron
- detection
- severity
- mutation
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twitter.com twitter.com
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💉💉 Henry Madison DPhil. (2021, December 12). Denmark, already up shit creek because of Delta, has just met Omicron. Near-vertical growth. #auspol #covid19aus https://t.co/Jhvs3dWWhK [Tweet]. @RageSheen. https://twitter.com/RageSheen/status/1470125914788818944
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www.npr.org www.npr.org
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Wood, D., & Brumfiel, G. (2021, December 5). Pro-Trump counties now have far higher COVID death rates. Misinformation is to blame. NPR. https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
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twitter.com twitter.com
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Theo Sanderson. (2021, December 8). SGTF Regional data to Dec 6 from https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1039470/Omicron_SGTF_case_update.pdf (Last data point would be expected to be incomplete based on the dates and so to slightly understate growth. And also will already have moved substantially from the midpoint of that last week on 3rd Dec.) https://t.co/1L6tM0sXIZ [Tweet]. @theosanderson. https://twitter.com/theosanderson/status/1468648673668128775
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twitter.com twitter.com
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Dave Keating. (2021, December 8). Boris Johnson’s continued pretence that UK is one of the most vaccinated countries in the world, repeated again in press conference just now announcing new restrictions, is getting tiresome. That has not been the case for many many months, despite 🇬🇧🇺🇸 vaccine hoarding early on. Https://t.co/tQt6aXGtNI [Tweet]. @DaveKeating. https://twitter.com/DaveKeating/status/1468655107436802052
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inews.co.uk inews.co.uk
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Omicron cases may be far higher than currently confirmed, variant marker analysis reveals. (2021, December 8). Inews.Co.Uk. https://inews.co.uk/news/health/omicron-covid-cases-may-be-seven-times-higher-than-confirmed-1341156
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paulramsayfoundation.org.au paulramsayfoundation.org.au
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twitter.com twitter.com
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AIMOS. (2021, November 30). How can we connect #metascience to established #science fields? Find out at this afternoon’s session at #aimos2021 Remco Heesen @fallonmody Felipe Romeo will discuss. Come join us. #OpenScience #OpenData #reproducibility https://t.co/dEW2MkGNpx [Tweet]. @aimos_inc. https://twitter.com/aimos_inc/status/1465485732206850054
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thl.fi thl.fi
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THL recommends coronavirus vaccinations for at-risk children aged 5 to 11 years, for the entire age group require more information on safety—Press release—THL. (n.d.). Finnish Institute for Health and Welfare (THL), Finland. Retrieved December 6, 2021, from https://thl.fi/en/web/thlfi-en/-/thl-recommends-coronavirus-vaccinations-for-at-risk-children-aged-5-to-11-years-for-the-entire-age-group-require-more-information-on-safety?redirect=%2Fen%2Fweb%2Fthlfi-en%2Fwhats-new
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www.open.online www.open.online
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Primo caso di variante Omicron in Italia. L’Iss: «Identificata sequenza nel paziente positivo in Campania». (2021, November 27). Open. https://www.open.online/2021/11/27/covid-19-campania-caso-sospetto-variante-omicron/
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twitter.com twitter.com
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Alistair Haimes. (2021, December 3). @nicfreeman1209 Ok, so vax take-up in Gauteng is 38.6%. Given 9% of inpatients whose vax status is known are vaxxed, I think that’s pretty encouraging (odds, log odds, etc.) https://t.co/eAAfIQ8BQT [Tweet]. @AlistairHaimes. https://twitter.com/AlistairHaimes/status/1466711359329120258
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www.theguardian.com www.theguardian.com
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Sridhar, D. (2021, November 28). How bad will the Omicron Covid variant be in Britain? Three things will tell us. The Guardian. https://www.theguardian.com/commentisfree/2021/nov/28/omicron-covid-variant-britain-southern-africa
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- lang:en
- UK
- government
- immunity
- strategy
- public health measures
- variant
- home-testing kit
- transmission
- COVID-19
- data
- virus genome
- stock market
- travel restrictions
- mask wearing
- mask mandate
- South Africa
- England
- is:news
- mortality
- protection
- testing
- vaccine
- hospitalization
- Omicron
- science
- travel ban
- booster
- health outcome
- vaccine efficacy
- predominant strain
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twitter.com twitter.com
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Lindiwe Mazibuko. (2021, November 27). When literally every country “banning” you has a higher infection rate 🙄 https://t.co/NZMuf9Pfx5 [Tweet]. @LindiMazibuko. https://twitter.com/LindiMazibuko/status/1464539078611939333
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bnonews.com bnonews.com
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News, B. N. O. (2021, November 26). Tracking COVID-19 variant Omicron. BNO News. https://bnonews.com/index.php/2021/11/omicron-tracker/
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twitter.com twitter.com
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Jorge A. Caballero, MD. (2021, December 3). #Omicron is sending more kids to the hospital than #Delta in South Africa https://t.co/bv5CxIag2u [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1466658311227404292
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twitter.com twitter.com
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Paul Mainwood. (2021, November 29). @mroliverbarnes If it’s anything like Beta, then boosters should clobber it just fine. Https://t.co/LPX0GAXn1y [Tweet]. @PaulMainwood. https://twitter.com/PaulMainwood/status/1465263524104609792
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twitter.com twitter.com
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Art Poon. (2021, November 28). Our first https://filogeneti.ca/CoVizu update with B.1.1.529. As expected, number of mutations is well over molecular clock prediction (~13 diffs). Relatively low numbers of identical genomes implies large number of unsampled infections. We update every two days from GISAID. https://t.co/m8w2CjL1c0 [Tweet]. @art_poon. https://twitter.com/art_poon/status/1465001066194481162
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www.theguardian.com www.theguardian.com
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Harrison, V. (2021, December 2). Omicron variant fuelling ‘exponential’ rise in Covid cases, say South Africa officials. The Guardian. https://www.theguardian.com/world/2021/dec/02/omicron-variant-fuelling-exponential-rise-in-covid-cases-say-south-africa-officials
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twitter.com twitter.com
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Eric Feigl-Ding. (2021, December 2). A rise in possible #Omicron in England—Tripling (0.1 to 0.3) of S-Gene dropout PCR signal, which is a proxy for Omicron (before 🧬 sequencing confirms). @_nickdavies estimates this represents around ~60 cases in 🏴. Still early—But it displacing #DeltaVariant is not good sign. 🧵 https://t.co/4aIiqiVsqH [Tweet]. @DrEricDing. https://twitter.com/DrEricDing/status/1466234026843205637
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twitter.com twitter.com
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Andrew L. Croxford. (2021, December 1). Switzerland just clocked 10,466 cases today, which normalised to the U.K. would be 81,500, with a positive test frequency of 15.83%. Https://t.co/fxjSaL9n3O [Tweet]. @andrew_croxford. https://twitter.com/andrew_croxford/status/1466034479156404226
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gianluca c 🏴☠️🇻🇪 #TeamFauci #MaskUp #no GBD. (2021, November 29). Gauteng just updated 47 week and its shit https://t.co/yu5aLzwoJE [Tweet]. @gianlucac1. https://twitter.com/gianlucac1/status/1465300644336738308
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assets.publishing.service.gov.uk assets.publishing.service.gov.uk
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COVID-19 vaccine surveillance report—Week 47. (n.d.). 46.
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- is:report
- UK
- lang:en
- protection
- research
- clinical trials
- vaccine
- delta
- immune response
- UKHSA
- COVID-19
- data
- approval
- vaccine efficacy
- safety profile
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twitter.com twitter.com
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Tigress. (2021, November 30). Child Vaccinations England 30th November (Data to 29th) 16-17 59.4% 0.1% up on previous day 12-15 41.6% 0.2% up on previous day #coronavirus #COVID19 #SARSCoV2 [Tweet]. @TigressEllie. https://twitter.com/TigressEllie/status/1465757968444633090
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- Nov 2021
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link.springer.com link.springer.com
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Local file Local file
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Grimmer & Stewart (2013) - Text as Data: The Promise and Pitfalls of Automatic ContentAnalysis Methods for Political Texts
- urn:x-pdf:5bb906b65a58358ba98fbc3ee72836f9
- https://is.gd/rBVTEI
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Malamud’s General Index
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www.thelancet.com www.thelancet.com
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Wheatley, A. K., & Juno, J. A. (2021). COVID-19 vaccines in the age of the delta variant. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(21)00688-5
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twitter.com twitter.com
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Stephen Reicher. (2021, November 26). 55.1% of the worlds population has had one dose of Covid vaccine. 29% in South Africa 10.1% in Africa as a whole Only 6% of Africans are fully vaccinated So is it any surprise new variants are arising from Africa? What doesn’t go around (as vaccine) Comes around (as Covid). Https://t.co/0X0vZ6flmc [Tweet]. @ReicherStephen. https://twitter.com/ReicherStephen/status/1464202267196858380
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twitter.com twitter.com
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BNO Newsroom. (2021, November 26). South Africa reports 2,828 new coronavirus cases, an increase of 258% from last week, with a positivity rate of 9.1% [Tweet]. @BNODesk. https://twitter.com/BNODesk/status/1464280278197846025
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twitter.com twitter.com
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Meaghan Kall. (2021, November 26). B.1.1.529 in the UK • Designated a Variant Under Investigation (VUI) VUI-21NOV-01 • No cases in the UK 🇬🇧 to date • Enhanced case finding & rapid assessment is underway https://t.co/0DGvlgvdPR [Tweet]. @kallmemeg. https://twitter.com/kallmemeg/status/1464210457795907588
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Wise, J. (2021). Headlines play down the gravity of covid-19 in children. BMJ, 375, n2826. https://doi.org/10.1136/bmj.n2826
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www.bmj.com www.bmj.com
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Mahase, E. (2021). Covid-19: Vaccine uptake during pregnancy has increased but deprived areas lag behind, data show. BMJ, 375, n2932. https://doi.org/10.1136/bmj.n2932
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www.tensorflow.org www.tensorflow.org
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This tutorial uses a weather time series dataset recorded by the Max Planck Institute for Biogeochemistry.
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twitter.com twitter.com
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Prof. Christina Pagel. (2021, November 24). Meanwhile AY.4.2 (Delta grandchild) continues its very slow path to English dominance. Makes life a bit harder by being a bit more transmissible but luckily doesn’t seem any worse than Delta in any other respect. Https://t.co/kB0V0Z66GT [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1463508172941967365
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dasaptaerwin.net dasaptaerwin.net
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Collecting and disseminating progress
"collecting and diseminating progress..." dapat diterjemahkan dengan menggunakan perangkat yang telah ada (misal: repositori kampus dan Repositori Ilmiah Nasional) dengan memenuhi prinsip F.A.I.R (Findable, Accessible, Interoperable, and Resuable).
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researchmgt.monash.edu researchmgt.monash.edu
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Weapons of Affect: The Imperative for Transdisciplinary Information Systems Design
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www.gov.uk www.gov.uk
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journals.sagepub.com journals.sagepub.com
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Two sources of secondary data, namely the ICT in education survey and a set of EU-SILC derived indicators,
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twitter.com twitter.com
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Chise 🧬🧫🦠💉🔜 MFF. (2021, November 21). If you’re wondering what difference a booster makes. Https://t.co/858ZpST7Kh [Tweet]. @sailorrooscout. https://twitter.com/sailorrooscout/status/1462441020948459525
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twitter.com twitter.com
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Charles #GetCovered-ba 🩺. (2021, November 13). America 2021 in one image. Https://t.co/SuTCkCp2Pm [Tweet]. @charles_gaba. https://twitter.com/charles_gaba/status/1459565881214836743
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twitter.com twitter.com
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Paul Mainwood. (2021, November 18). Holy guacamole. Https://t.co/mIcWJMHdHJ [Tweet]. @PaulMainwood. https://twitter.com/PaulMainwood/status/1461337249950404625
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twitter.com twitter.com
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Gearoid Reidy. (2021, November 22). Tokyo coronavirus case count for today is just 6 Previous two Mondays: 7, 18 7-day average: 17.1 Serious cases -1 to 8 Newly reported deaths: 1 https://t.co/RMcui7EaZf [Tweet]. @GearoidReidy. https://twitter.com/GearoidReidy/status/1462694865964175361
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www.health.state.mn.us www.health.state.mn.us
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COVID-19 Vaccine Breakthrough Weekly Update—Minnesota Dept. Of Health. (n.d.). Retrieved November 23, 2021, from https://www.health.state.mn.us/diseases/coronavirus/stats/vbt.html
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twitter.com twitter.com
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European Commission 🇪🇺. (2021, November 23). Data shows us that the higher the vaccination rate, the lower the death rate. #COVID19 #VaccinesWork https://t.co/mORrrQOPsj [Tweet]. @EU_Commission. https://twitter.com/EU_Commission/status/1463119478099693571
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colab.research.google.com colab.research.google.com
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gothamist.com gothamist.com
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Jeffrey-Wilensky, Jaclyn, and Caroline Lewis. ‘NY Nursing Homes See Overnight Surge In Employee COVID Vaccinations Thanks To State Mandate’. Gothamist, 1 October 2021. https://gothamist.com.
Tags
- New York
- overnight surge
- lang:en
- government
- vaccine hesitancy
- is:website
- governor kathy hochul
- state mandate
- employee covid vaccine
- new york
- COVID data
- pandemic
- vaccine mandate
- nursing home
- COVID-19
- new york city
- vaccine reluctance
- hospital
- nursing staff
- nursing homes
- vaccinations
- nursing home employee
- vaccine
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www.nytimes.com www.nytimes.com
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Holder, Josh. ‘Tracking Coronavirus Vaccinations Around the World’. The New York Times, 29 January 2021, sec. World. https://www.nytimes.com/interactive/2021/world/covid-vaccinations-tracker.html.
Tags
- lang:en
- around the world
- wealthy countries
- government
- income level
- vaccine dose
- partially vaccinated
- university of oxford
- worldwide
- COVID-19
- data
- maps
- countries
- world
- region
- is:news
- interactive graph
- covid-19 vaccine
- vaccine
- fully vaccinated
- unvaccinated
- vaccine programs
- Covax
- coronavirus
Annotators
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www.bbc.co.uk www.bbc.co.uk
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Covid cases highest in younger children in England. (2021, November 18). BBC News. https://www.bbc.com/news/health-59336666
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alvinntnu.github.io alvinntnu.github.io
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URL
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deepblue.lib.umich.edu deepblue.lib.umich.edu
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"The Guide to Social Science Data Preparation and Archiving is aimed at those engaged in the cycle of research, from applying for a research grant, through the data collection phase, and ultimately to preparation of the data for deposit in a public archive: " from tweet
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My UIs are data/store driven. The UI is just a way to visualize the data. Your data could flow through all of of the extensions and the extensions can make decisions (e.g. setting visible to false). Like middlewares in a Connect/Express/Polka app. And the UI doesn't even know about all this, it just updates with the current state and makes sure it's consistent.
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hackernoon.com hackernoon.com
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Personally, I prefer an event-based communication, but I don't think it's actually better. The only problem with props is that it can cause problems if badly managed, but normally, both of them are ok. In real life, I would opt for storage.
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stackoverflow.com stackoverflow.com
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$('#example').DataTable({ headerCallback: function headerCallback(thead, data, start, end, display) { $(thead) .find('th') .first() .html('Displaying ' + (end - start) + ' records'); } }); Note that the first parameter might actually be the first tr inside the thead, not necessarily the thead element itself, contrary to what is stated in the DataTables documentation. In complex scenarios with multiple header rows (trs), you might need to select like this: $('#example').DataTable({ headerCallback: function headerCallback(thead, data, start, end, display) { $(thead) .closest('thead') .find('th') .first() .html('Displaying ' + (end - start) + ' records'); } });
Personalizzare le celle th di una DataTable
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www.abc.net.au www.abc.net.au
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‘A Small Number of Fully Vaccinated People with COVID-19 in NSW Have Died — Here’s Why’. ABC News, 28 September 2021. https://www.abc.net.au/news/2021-09-29/why-a-small-number-of-fully-vaccinated-people-have-died-of-covid/100497770.
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twitter.com twitter.com
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COVID-19 Living Evidence. (2021, November 12). As of 12.11.2021, we have indexed 257,633 publications: 18,674 pre-prints 238,959 peer-reviewed publications Pre-prints: BioRxiv, MedRxiv Peer-reviewed: PubMed, EMBASE, PsycINFO https://t.co/ytOhLG90Pi [Tweet]. @evidencelive. https://twitter.com/evidencelive/status/1459163720450519042
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twitter.com twitter.com
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Jeffrey Barrett. (2021, October 19). Proportion of AY.4.2 (now on http://covid19.sanger.ac.uk) has been steadily increasing in England, which is a pattern that is quite different from other AY lineages. Several of them rose when there was still Alpha to displace, but none has had a consistent advantage vs other Delta. Https://t.co/mD5gQzKxgV [Tweet]. @jcbarret. https://twitter.com/jcbarret/status/1450408485829718039
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twitter.com twitter.com
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The Lancet on Twitter. (n.d.). Twitter. Retrieved 12 November 2021, from https://twitter.com/TheLancet/status/1457694980605153283
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abcnews.go.com abcnews.go.com
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News, A. B. C. (n.d.). COVID-19 vaccine mandates moving the needle, experts say. ABC News. Retrieved November 11, 2021, from https://abcnews.go.com/Health/covid-19-vaccine-mandates-moving-needle-experts/story?id=80928249
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www.nature.com www.nature.com
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Smith, C., Odd, D., Harwood, R., Ward, J., Linney, M., Clark, M., Hargreaves, D., Ladhani, S. N., Draper, E., Davis, P. J., Kenny, S. E., Whittaker, E., Luyt, K., Viner, R., & Fraser, L. K. (2021). Deaths in children and young people in England after SARS-CoV-2 infection during the first pandemic year. Nature Medicine, 1–8. https://doi.org/10.1038/s41591-021-01578-1
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arxiv.org arxiv.org
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Just because a dataset is publicly available doesn't mean that you can use it to build commercial AI software.
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lilianweng.github.io lilianweng.github.io
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It partitions optimizer state, gradients and parameters across multiple data parallel processes via a dynamic communication schedule to minimize the communication volume.
ZeRO-DP 的原理是什么？
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www.theguardian.com www.theguardian.com
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Schreiber, M. (2021, October 16). US throws out millions of doses of Covid vaccine as world goes wanting. The Guardian. https://www.theguardian.com/world/2021/oct/16/us-throws-out-millions-doses-covid-vaccine-world-shortages
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twitter.com twitter.com
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BK Titanji #ILookLikeAScientist. (2021, November 2). I simply can’t get over this graph @FT https://t.co/Uozp7yBs9n [Tweet]. @Boghuma. https://twitter.com/Boghuma/status/1455493059534376963
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www.theguardian.com www.theguardian.com
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Spiegelhalter, D., & Masters, A. (2021, November 7). We can be confident there have been far more than 5 million global Covid deaths. The Guardian. https://www.theguardian.com/theobserver/commentisfree/2021/nov/07/we-can-be-confident-there-have-been-far-more-than-5-million-covid-deaths
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journals.sagepub.com journals.sagepub.com
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Kovacs, M., Hoekstra, R., & Aczel, B. (2021). The Role of Human Fallibility in Psychological Research: A Survey of Mistakes in Data Management. Advances in Methods and Practices in Psychological Science, 4(4), 25152459211045930. https://doi.org/10.1177/25152459211045930
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twitter.com twitter.com
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The Lancet Infectious Diseases on Twitter. (n.d.). Twitter. Retrieved 5 November 2021, from https://twitter.com/TheLancetInfDis/status/1456218131572068367
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github.com github.com
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I find some of XDG's default dirs, especially ~/.local/share/whatever, to be very annoying. (Almost as annoying as having ~/snap polluting my home dir, but for a different reason.) I shouldn't have to type such long paths or navigate three folders deep in order to access my data files. I therefore make use of the XDG_DATA_HOME environment variable for XDG-style programs, so they will put my files somewhere convenient. However, I don't think Snap can honor that variable, because AppArmor rules require fixed paths. Given 1 & 2, I think ~/.snap/data is a sensible compromise, at least until the underlying components are flexible enough to let the user choose.
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www.google.com www.google.com
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If you would like to use Google's cloud to store and sync your Chrome data but you don't want Google to access the data, you can encrypt your synced Chrome data with your own sync passphrase.
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www.economist.com www.economist.com
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South-eastern Europe has followed a similar pattern. November and December 2020 were particularly lethal, with Bulgaria recording the highest weekly excess-mortality rates of any country in our tracker.
Post summer-2021 unattributed excess deaths have started rising sharply in Greece.
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The table below shows that, in most places, the number of excess deaths (compared with our baseline) is greater than the number of covid-19 fatalities officially recorded by the government.
India is not included in this super-usefull Excess Mortality table.
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github.com github.com
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Interesting URL lists.
Tags
Annotators
URL
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NHS Test and Trace has not spent £37bn so far. (16:10:35.640943+00:00). Full Fact. https://fullfact.org/online/37bn-test-trace-spending/
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acpinternist.org acpinternist.org
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Frost, M. (n.d.). Busting COVID-19 vaccination myths. Retrieved November 2, 2021, from https://acpinternist.org/archives/2021/11/busting-covid-19-vaccination-myths.htm
Tags
- lang:en
- BIPOC
- vaccine effectiveness
- online
- risk
- USA
- vaccine confidence
- health information
- FDA
- data
- trust
- COVID-19
- disinformation
- anti-vaccine
- vaccination rate
- misinformation
- immunization
- safety
- is:webpage
- mortality
- young people
- vaccine
- social media
- campaign
- public confidence
- misconception
- speaking engagement
- infodemic
Annotators
URL
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twitter.com twitter.com
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Henk-Jan Westeneng on Twitter. (n.d.). Twitter. Retrieved November 2, 2021, from https://twitter.com/HJWesteneng/status/1455304431038308352 i
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www.theguardian.com www.theguardian.com
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Sample, I., & editor, I. S. S. (2021, November 1). One in four 35- to 54-year-olds in England not complying with Covid self-isolation. The Guardian. https://www.theguardian.com/world/2021/nov/01/one-in-four-35--to-54-year-olds-in-england-not-complying-with-covid-self-isolation
Tags
- UK
- lang:en
- Summer
- England
- is:news
- self-isolation
- compliance
- statistics
- vaccine
- COVID-19
- data
- mental health
- behavioral science
Annotators
URL
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- Oct 2021
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www.youtube.com www.youtube.com
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indie_SAGE. (2021, October 29). Indie_SAGE 29.10.21. https://www.youtube.com/watch?v=1vGdRA_7hu8
Tags
Annotators
URL
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www.theguardian.com www.theguardian.com
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Saner, E. (2021, October 26). The psychology of masks: Why have so many people stopped covering their faces? The Guardian. https://www.theguardian.com/world/2021/oct/26/the-great-cover-up-why-the-uk-stopped-wearing-face-masks
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twitter.com twitter.com
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Gil Feldman. (2021, October 26). @EricTopol Updated data from Israel. The booster works, without any doubt! Red (empty battery): Un-vax Light green (half battery): 2nd dose without the booster Green (full battery): With the booster https://t.co/HbZBvDMQs6 [Tweet]. @feldman_gil. https://twitter.com/feldman_gil/status/1452845319251767299
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www.theguardian.com www.theguardian.com
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Saner, E. (2021, October 26). The psychology of masks: Why have so many people stopped covering their faces? The Guardian. https://www.theguardian.com/world/2021/oct/26/the-great-cover-up-why-the-uk-stopped-wearing-face-masks
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www.dailymail.co.uk www.dailymail.co.uk
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UK’s daily Covid deaths hit SEVEN-MONTH high of 223 while cases jump 13% in a week to 43,738 | Daily Mail Online. (n.d.). Retrieved October 25, 2021, from https://www.dailymail.co.uk/news/article-10108203/UKs-daily-Covid-deaths-hit-SEVEN-MONTH-high-223-cases-jump-13-week-43-738.html
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theconversation.com theconversation.com
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Christiano, A., Neimand, A., & Barry, J. J. (n.d.). Half of unvaccinated workers say they’d rather quit than get a shot – but real-world data suggest few are following through. The Conversation. Retrieved 25 October 2021, from http://theconversation.com/half-of-unvaccinated-workers-say-theyd-rather-quit-than-get-a-shot-but-real-world-data-suggest-few-are-following-through-168447
Tags
- lang:en
- survey
- is:webpage
- employee
- USA
- unvaccinated
- vaccine mandate
- COVID-19
- data
- workplace
- quit
- employer
Annotators
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www.medrxiv.org www.medrxiv.org
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Hulme, W. J., Williamson, E. J., Green, A., Bhaskaran, K., McDonald, H. I., Rentsch, C. T., Schultze, A., Tazare, J., Curtis, H. J., Walker, A. J., Tomlinson, L., Palmer, T., Horne, E., MacKenna, B., Morton, C. E., Mehrkar, A., Fisher, L., Bacon, S., Evans, D., … Goldacre, B. (2021). Comparative effectiveness of ChAdOx1 versus BNT162b2 COVID-19 vaccines in Health and Social Care workers in England: A cohort study using OpenSAFELY [Preprint]. Epidemiology. https://doi.org/10.1101/2021.10.13.21264937
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www.theguardian.com www.theguardian.com
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Yates, K. (2021, October 21). Britain’s Covid numbers show we need to move immediately to ‘plan B.’ The Guardian. https://www.theguardian.com/commentisfree/2021/oct/21/britain-covid-numbers-plan-b-data
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www.theguardian.com www.theguardian.com
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Sparrow, A. (2021, October 21). UK Covid: Over 50,000 cases reported for first time since July as Johnson rejects calls to move to ‘plan B’ – as it happened. The Guardian. https://www.theguardian.com/politics/live/2021/oct/21/uk-covid-coronavirus-live-news-plan-b-lockdown-vaccines
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arxiv.org arxiv.org
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www.science.org www.science.org
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Pagel, C., & Yates, C. A. (2021). Tackling the pandemic with (biased) data. Science, 374(6566), 403–404. https://doi.org/10.1126/science.abi6602
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twitter.com twitter.com
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ReconfigBehSci. (2021, October 22). RT @Dr2NisreenAlwan: ONS data published today: 1.8% of the England population had covid during the weeking ending 16 Oct. That is 1 in 55 p… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1451560617416937479
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epjdatascience.springeropen.com epjdatascience.springeropen.com
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Schlosser, F., & Brockmann, D. (2021). Finding disease outbreak locations from human mobility data. EPJ Data Science, 10(1), 1–17. https://doi.org/10.1140/epjds/s13688-021-00306-6
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knowablemagazine.org knowablemagazine.org
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How online misinformation spreads. (n.d.). Retrieved October 19, 2021, from https://knowablemagazine.org/article/society/2021/how-online-misinformation-spreads
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China’s ‘zero Covid’ vs Singapore’s ‘living with it’: Rapid low-cost testing could mean we don’t need to choose | South China Morning Post. (n.d.). Retrieved October 15, 2021, from https://www.scmp.com/comment/opinion/article/3152167/chinas-zero-covid-vs-singapores-living-it-rapid-low-cost-testing
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www.theguardian.com www.theguardian.com
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Pfizer Covid jab ‘90% effective against hospitalisation for at least 6 months’ | Coronavirus | The Guardian. (n.d.). Retrieved October 19, 2021, from https://www.theguardian.com/world/2021/oct/05/pfizer-covid-jab-90-effective-against-hospitalisation-for-at-least-6-months?CMP=Share_iOSApp_Other
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datastandardsunited.org datastandardsunited.org
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ecdataworks.org ecdataworks.org
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www.kaggle.com www.kaggle.com
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State of Data Science and Machine Learning 2021
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Annotators
URL
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Iacobucci, G. (2021). Covid and flu: What do the numbers tell us about morbidity and deaths? BMJ, n2514. https://doi.org/10.1136/bmj.n2514
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twitter.com twitter.com
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John Roberts on Twitter: “154k booster 💉reported today in 🏴, bringing the total to 1.58m, out of 4.56m. So that’s another 3m eligible for a jab as soon as they can be scheduled in. 1/ https://t.co/tw1JmrOiUo” / Twitter. (n.d.). Retrieved October 15, 2021, from https://twitter.com/john_actuary/status/1445785517774176262
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www.nytimes.com www.nytimes.com
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Covid and Age—The New York Times. (n.d.). Retrieved October 15, 2021, from https://www.nytimes.com/2021/10/12/briefing/covid-age-risk-infection-vaccine.html
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www.theguardian.com www.theguardian.com
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Covid booster shots important to stop infection, finds English study | Coronavirus | The Guardian. (n.d.). Retrieved October 14, 2021, from https://www.theguardian.com/world/2021/oct/14/covid-booster-shots-important-to-stop-infection-finds-english-study
Tags
- UK
- lang:en
- breakthrough infection
- epidemiology
- protection
- is:news
- research
- data analysis
- risk
- vaccine
- science
- transmission
- COVID-19
- booster
Annotators
URL
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Baraniuk, Chris. ‘Covid-19: How the UK Vaccine Rollout Delivered Success, so Far’. BMJ 372 (18 February 2021): n421. https://doi.org/10.1136/bmj.n421.
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Gurdasani, Deepti. ‘Vaccinating Adolescents in England: A Risk-Benefit Analysis’. OSF Preprints, 4 August 2021. https://doi.org/10.31219/osf.io/grzma.
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twitter.com twitter.com
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Greg Jericho. (2021, August 29). The next fortnight could get pretty damn ugly. Here’s hoping the we are near the peak https://t.co/HW1JY4xy8c [Tweet]. @GrogsGamut. https://twitter.com/GrogsGamut/status/1431789682380066818
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twitter.com twitter.com
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ReconfigBehSci. (2021, July 6). RT @mvankerkhove: I’m struggling with how best to stress how fragile the global situation is, so I’ll be blunt: Each week >2.6 million cas… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1412416348676820992
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twitter.com twitter.com
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ReconfigBehSci. (2021, July 6). RT @mvankerkhove: I’m struggling with how best to stress how fragile the global situation is, so I’ll be blunt: Each week >2.6 million cas… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1412416348676820992
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twitter.com twitter.com
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Conor Sen. (2021, July 2). It’s July 4th calendar-related but yesterday was the first day where TSA passenger traffic exceeded the same-day 2019 level: Https://t.co/VybCfB07PZ [Tweet]. @conorsen. https://twitter.com/conorsen/status/1410930230630420480
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @STWorg: Updates to the wiki of COVID-19 vaccine misinformation: Safety syringes retract: Https://t.co/q7Y1kV7pio Fertility not affe…’ / Twitter. (n.d.). Retrieved 10 October 2021, from https://twitter.com/SciBeh/status/1398370401319673858
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www.ons.gov.uk www.ons.gov.uk
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Prevalence of ongoing symptoms following coronavirus (COVID-19) infection in the UK - Office for National Statistics. (n.d.). Retrieved 10 October 2021, from https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/prevalenceofongoingsymptomsfollowingcoronaviruscovid19infectionintheuk/7october2021
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www.aappublications.org www.aappublications.org
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Study: Myocarditis risk 37 times higher for children with COVID-19 than uninfected peers | American Academy of Pediatrics. (n.d.). Retrieved October 10, 2021, from https://www.aappublications.org/news/2021/08/31/covid-myocarditis-risk-children-083121
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Local file Local fileUntitled1
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he person describing his or her “life world” dis- covers new relationships and patterns during the interview; the researcher who occasionally “summarizes” or “re- flects” what has been heard is, in fact, condensing and interpreting the flow of meaning.
as interview progresses, the informant may create new meaning as recounting of memories...
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www.bitbybitbook.com www.bitbybitbook.com
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billing data created by electric utilities
That's really true. For example, we can use the big data of electricity to depict the resumption rate of factories after the pandemic.
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twitter.com twitter.com
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Pablo Tsukayama on Twitter. (n.d.). Twitter. Retrieved 4 October 2021, from https://twitter.com/pablotsukayama/status/1435725621599027202
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www.theguardian.com www.theguardian.com
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Cassidy, C. (2021, September 24). ‘Absolutely madness’: Melbourne teenagers reveal they are behind leading Covid tracking website. The Guardian. https://www.theguardian.com/australia-news/2021/sep/24/absolutely-madness-melbourne-teenagers-reveal-they-are-behind-leading-covid-tracking-website
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www.hindustantimes.com www.hindustantimes.com
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ICMR removes Ivermectin, HCQ from revised guidelines on Covid-19 treatment. (2021, September 24). Hindustan Times. https://www.hindustantimes.com/india-news/icmr-removes-ivermectin-hcq-from-revised-guidelines-on-covid-19-treatment-101632461755113.html
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fullfact.org fullfact.org
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Full Fact. ‘What Do We Know about the Covid-19 Vaccines Crossing the Placenta?’, 16:58:51+00:00. https://fullfact.org/pregnant-then-screwed/vaccines-crossing-placenta/.
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www.frontiersin.org www.frontiersin.org
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Shih, S.-F., Wagner, A. L., Masters, N. B., Prosser, L. A., Lu, Y., & Zikmund-Fisher, B. J. (2021). Vaccine Hesitancy and Rejection of a Vaccine for the Novel Coronavirus in the United States. Frontiers in Immunology, 12, 558270. https://doi.org/10.3389/fimmu.2021.558270
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www.theguardian.com www.theguardian.com
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Nicholas, J., & Evershed, N. (n.d.). Covid-19 vaccine Australia rollout tracker by state: total number of people and per cent vaccinated, daily vaccine doses and rate of progress. The Guardian. Retrieved September 20, 2021, from https://www.theguardian.com/australia-news/datablog/ng-interactive/2021/sep/20/covid-19-vaccine-rollout-australia-vaccination-rate-progress-how-many-people-vaccinated-percent-tracker-australian-states-number-total-daily-live-data-stats-updates-news-schedule-tracking-chart-percentage-new-cases-today
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Miller, A. (2021, August 27). States Pull Back on Covid Data Even Amid Delta Surge. Kaiser Health News. https://khn.org/news/article/states-pull-back-on-covid-data-even-amid-delta-surge/
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Miller, A. (2021, August 27). States Pull Back on Covid Data Even Amid Delta Surge. Kaiser Health News. https://khn.org/news/article/states-pull-back-on-covid-data-even-amid-delta-surge/
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www.timesofisrael.com www.timesofisrael.com
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AFP. (n.d.). Early Israeli data signals Delta strain may bypass vaccine, cause mild illness. Retrieved September 9, 2021, from https://www.timesofisrael.com/early-israeli-data-signals-delta-strain-may-bypass-vaccine-cause-mild-illness/
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ourworldindata.org ourworldindata.org
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Coronavirus Pandemic Data Explorer. (n.d.). Our World in Data. Retrieved March 3, 2021, from https://ourworldindata.org/coronavirus-data-explorer
Tags
- Cambodia
- lang:en
- Netherlands
- San Marino
- Mongolia
- Niger
- Haiti
- Vanuatu
- Venezuela
- Mexico
- Herzegovina
- Trinidad
- Vietnam
- Guinea-Bissau
- Guyana
- Switzerland
- New Zealand
- United Arab Emirates
- Costa Rica
- Lithuania
- Liberia
- Ethiopia
- Greece
- South Africa
- Libya
- mortality
- Slovakia
- Bolivia
- Oceania
- vaccine
- Panama
- Philipines
- Cape Verde
- chart
- Czechia
- Bosnia
- Burkina Faso
- Eritrea
- Germany
- Spain
- Macao
- Timor
- Nicaragua
- Turkey
- Barbuda
- El Salvador
- Uganda
- Uzbekistan
- Tunisia
- Northern Cyprus
- World
- table
- Djobouti
- Turks and Caicos Islands
- Algeria
- Belgium
- Lebanon
- Brazil
- Asia
- Botswana
- Georgia
- Bermuda
- Jersey
- Lesotho
- Samoa
- China
- Monaco
- Tajikistan
- Cote d'ivoire
- Angola
- Togo
- Solomon Islands
- Denmark
- Belarus
- graph
- Rwanda
- South Korea
- Chad
- Oman
- Sao Tome and Principe
- Afghanistan
- Mauritius
- Iceland
- Tobago
- Thailand
- Hungary
- Albania
- test
- Peru
- Honduras
- UK
- Guatemala
- case fatality rate
- Malta
- Micronesia
- Nigeria
- Liechtenstein
- Kosovo
- Africa
- Comoros
- Guinea
- Morocco
- Mozambique
- Ireland
- Sweden
- Sierra Leone
- Norway
- Madagascar
- Bhutan
- Sri Lanka
- Japan
- Argentina
- Zimbabwe
- Vatican
- Bangladesh
- USA
- Colombia
- Bahrain
- Hong Kong
- Sudan
- Estonia
- Ukraine
- Paraguay
- Poland
- Benin
- Andorra
- Israel
- Dominician Republic
- Papua New Guinea
- Saint Lucia
- Senegal
- Cayman Islands
- Mashall Islands
- Latvia
- Greenland
- Kenya
- France
- Kyrgyzstan
- Dominica
- Equatorial Guinea
- Syria
- Canada
- Congo
- Grenadines
- Luxembourg
- Palestine
- Ghana
- Indonesia
- Taiwan
- Chile
- South America
- Bulgaria
- Faeroe Islands
- Malaysia
- Slovenia
- Laos
- Maldives
- Armenia
- Gabon
- Saint Helena
- Europe
- Europian Union
- Isle of Man
- Zambia
- Saint Kitts and Nevis
- Mali
- Grenada
- Tanzania
- Iraq
- Moldova
- Cyprus
- Uruguay
- Belize
- Italy
- Yemen
- Cameroon
- case
- Central African Republic
- Mauritania
- Malawi
- Serbia
- Kuwait
- Iran
- Qatar
- Australia
- Azerbaijan
- Suriname
- Croatia
- Fiji
- data
- Russia
- India
- Barbados
- is:webpage
- Kazakhstan
- Saint Vincent
- Austria
- Ecuador
- Finland
- Gambia
- Portugal
- map
- Seychelles
- Nepal
- Gibraltar
- Guernsey
- Saudi Arabia
- Anguilla
- Eswatini
- Somalia
- Jordan
- COVID-19
- Bahamas
- Antigua
- Burundi
- Democratic Republic of Congo
- Pakistan
- Egypt
- death
- Falkland Islands
- North Macedonia
- Cuba
- Jamaica
- Romania
- Singapore
- Montenegro
- Namibia
- Myanmar
- South Sudan
- North America
Annotators
URL
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www.vaccinestoday.eu www.vaccinestoday.eu
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Finnegan, G. (2021, September 8). How France overcame COVID-19 vaccine scepticism. VaccinesToday. https://www.vaccinestoday.eu/stories/how-france-overcame-covid-19-vaccine-scepticism/
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blog.gdeltproject.org blog.gdeltproject.org
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Quantifying The COVID-19 Public Health Media Narrative Through TV & Radio News Analysis – The GDELT Project. (n.d.). Retrieved May 14, 2021, from https://blog.gdeltproject.org/quantifying-the-covid-19-public-health-media-narrative-through-tv-radio-news-analysis/
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api.gdeltproject.org api.gdeltproject.org
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GDELT Summary: Television Explorer: hydroxychloroquine AND (Station:CNN OR Station:FOXNEWS OR Station:MSNBC) AND PublicationDate>=3/1/2020. (n.d.). Retrieved May 14, 2021, from https://api.gdeltproject.org/api/v2/summary/summary?d=iatv&t=summary&k=hydroxychloroquine+&ts=custom&sdt=20200301000000&fs=station%3ACNN&fs=station%3AFOXNEWS&fs=station%3AMSNBC&svt=zoom&swvt=zoom&ssc=yes&sshc=yes&swc=yes&stcl=yes&c=1
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publichealthcollaborative.org publichealthcollaborative.org
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Misinformation Alerts - Public Health Communications Collaborative. (n.d.). Public Health Communication Collaborative. Retrieved September 24, 2021, from https://publichealthcollaborative.org/misinformation-alerts/
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www.theguardian.com www.theguardian.com
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Tapper, J. (2021, September 18). Ministers told to bar EU from UK trial data in vaccines row. The Observer. https://www.theguardian.com/society/2021/sep/18/ministers-told-bar-eu-uk-trial-data-vaccines-row-england-deputy-chief-medical-guinea-pigs
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www.miamiherald.com www.miamiherald.com
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Florida changed its COVID-19 data, creating an ‘artificial decline’ in recent deaths. (n.d.). Miami Herald. Retrieved September 2, 2021, from https://www.miamiherald.com/news/coronavirus/article253796898.html
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www.mdpi.com www.mdpi.com
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Mazumdar, S., & Thakker, D. (2020). Citizen Science on Twitter: Using Data Analytics to Understand Conversations and Networks. Future Internet, 12(12), 210. https://doi.org/10.3390/fi12120210
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thorax.bmj.com thorax.bmj.com
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Clift, A. K., von Ende, A., Tan, P. S., Sallis, H. M., Lindson, N., Coupland, C. A. C., Munafò, M. R., Aveyard, P., Hippisley-Cox, J., & Hopewell, J. C. (2021). Smoking and COVID-19 outcomes: An observational and Mendelian randomisation study using the UK Biobank cohort. Thorax, thoraxjnl-2021-217080. https://doi.org/10.1136/thoraxjnl-2021-217080
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www.theguardian.com www.theguardian.com
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Covid: 37% of people have symptoms six months after infection | Coronavirus | The Guardian. (n.d.). Retrieved October 1, 2021, from https://www.theguardian.com/world/2021/sep/28/covid-37-of-people-have-symptoms-six-months-after-infection?CMP=Share_iOSApp_Other
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abcnews.go.com abcnews.go.com
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Ohio health care workers warn of “astronomical” COVID-19 pediatric surge—ABC News. (n.d.). Retrieved October 1, 2021, from https://abcnews.go.com/Health/ohio-health-care-workers-warn-astronomical-covid-19/story?id=80309375
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- Sep 2021
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wiki.gccollab.ca wiki.gccollab.ca
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www.theguardian.com www.theguardian.com
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The difficulties of estimating long Covid | David Spiegelhalter and Anthony Masters | The Guardian. (n.d.). Retrieved September 28, 2021, from https://www.theguardian.com/theobserver/commentisfree/2021/sep/26/the-difficulties-of-estimating-long-covid
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twitter.com twitter.com
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David Leonhardt on Twitter: ‘The political divide over vaccinations is so large that almost every reliably blue state now has a higher vaccination rate than almost every reliably red state. https://t.co/grkrSb1cuE 🧵 https://t.co/BgZMsW1QrH’ / Twitter. (n.d.). Twitter. Retrieved 27 September 2021, from https://twitter.com/DLeonhardt/status/1442454472144293898
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www.cbc.ca www.cbc.ca
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Miller, A. (2021, September 25). A Canadian COVID-19 study that turned out to be wrong has spread like wildfire among anti-vaxxers | CBC News. CBC. https://www.cbc.ca/news/health/covid-19-vaccine-study-error-anti-vaxxers-1.6188806
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www.ctvnews.ca www.ctvnews.ca
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Discussions underway with countries to accept Canadians with mixed vaccines: Tam. (2021, September 24). Coronavirus. https://www.ctvnews.ca/health/coronavirus/discussions-underway-with-countries-to-accept-canadians-with-mixed-vaccines-tam-1.5599084
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twitter.com twitter.com
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Ashish K. Jha, MD, MPH. (2021, September 23). The world has administered 6 billion doses of COVID vaccines to 3.4 Billion people For people waiting for more data before getting the shot The data is in We’ve vaccinated nearly half of all humanity The vaccines are safe [Tweet]. @ashishkjha. https://twitter.com/ashishkjha/status/1440880130331746307
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Rosselli, R., Martini, M., & Bragazzi, N. L. (2016). The old and the new: Vaccine hesitancy in the era of the Web 2.0. Challenges and opportunities. Journal of Preventive Medicine and Hygiene, 57(1), E47–E50.
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Build data pipelines, the easy way
orchest
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Iacobucci, G. (2021). Covid-19: How is vaccination affecting hospital admissions and deaths? BMJ, n2306. https://doi.org/10.1136/bmj.n2306
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WFSB. “Answer Desk: Should We Be Concerned about New COVID Variants This Fall?” Accessed September 20, 2021. https://www.wfsb.com/news/answer-desk-should-we-be-concerned-about-new-covid-variants-this-fall/article_301bcd2a-14dd-11ec-9d6e-c3dc18f6232c.html.
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twitter.com twitter.com
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Full Fact on Twitter. (n.d.). Twitter. Retrieved 20 September 2021, from https://twitter.com/FullFact/status/1439197512741658627
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twitter.com twitter.com
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Sam Wang on Twitter: “These are risk levels that you pose to other people. They’re compared with you as—A nonsmoker—A sober driver—A vaccinated person. Unvaccinated? 5x as likely to get sick, for 3x as long. Total risk to others? 15x a vaccinated person Details:https://t.co/ckTWaivK8n https://t.co/PhpLvX2dsm” / Twitter. (n.d.). Retrieved September 19, 2021, from https://twitter.com/SamWangPhD/status/1438361144759132167
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twitter.com twitter.com
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People with weak immune systems may need COVID booster shots: Infectious disease expert. (n.d.). Fox Business. Retrieved 17 September 2021, from http://video.foxbusiness.com/v/6272871561001/
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steppsociety.com steppsociety.com
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unherd.com unherd.com
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Are we heading for another winter lockdown? - UnHerd. (n.d.). Retrieved September 14, 2021, from https://unherd.com/2021/09/are-we-heading-for-another-winter-lockdown/
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www.imperial.ac.uk www.imperial.ac.uk
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Global study estimates 1.5 million children have lost a caregiver from COVID-19 | Imperial News | Imperial College London. (n.d.). Retrieved September 14, 2021, from https://www.imperial.ac.uk/news/226833/global-study-estimates-15-million-children/
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Axios-Ipsos poll: 60% voters back Biden COVID vaccine mandates—Axios. (n.d.). Retrieved September 14, 2021, from https://www.axios.com/axios-ipsos-poll-covid-vaccine-mandates-biden-c0b7af63-6de0-4ec2-82bf-fb85e3e021ea.html
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www.bmj.com www.bmj.com
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Munro, C. (2021). Covid-19: Boys are more at risk of myocarditis after vaccination than of hospital admission for covid. BMJ, n2251. https://doi.org/10.1136/bmj.n2251
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sciencebasedmedicine.org sciencebasedmedicine.org
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Dumpster diving in the VAERS database to find more COVID-19 vaccine-associated myocarditis in children | Science-Based Medicine. (n.d.). Retrieved September 14, 2021, from https://sciencebasedmedicine.org/dumpster-diving-in-vaers-doctors-fall-into-the-same-trap-as-antivaxxers/
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www.datagrom.com www.datagrom.com
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From data warehouses, to data lakes, to snowflake/databricks. Plus strengths/weaknesses of both services
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www.newscientist.com www.newscientist.com
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Wilson, C. (n.d.). What we know so far about booster shots and the covid-19 vaccines. New Scientist. Retrieved 13 September 2021, from https://www.newscientist.com/article/mg25133513-500-what-we-know-so-far-about-booster-shots-and-the-covid-19-vaccines/
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www.cdc.gov www.cdc.gov
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Bajema, K. L. (2021). Effectiveness of COVID-19 mRNA Vaccines Against COVID-19–Associated Hospitalization—Five Veterans Affairs Medical Centers, United States, February 1–August 6, 2021. MMWR. Morbidity and Mortality Weekly Report, 70. https://doi.org/10.15585/mmwr.mm7037e3
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thecultures.libsyn.com thecultures.libsyn.com
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Data Sabbath
Surfing around on other topics and came across the suggestion of a "data Sabbath" which suggests taking a day off of screens, social media, etc. What a nice little framing.
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matt-rickard.com matt-rickard.com
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In 2020, 35% of respondents said they used Docker. In 2021, 48.85% said they used Docker. If you look at estimates for the total number of developers, they range from 10 to 25 million. That's 1.4 to 3 million new users this year.
Rapidly growing popularity of Docker (2020 - 2021)
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www.medrxiv.org www.medrxiv.org
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Aleta, A., Blas-Laína, J. L., Anglés, G. T., & Moreno, Y. (2021). Unraveling the COVID-19 hospitalization dynamics in Spain using publicly available data (p. 2021.09.03.21263086). https://www.medrxiv.org/content/10.1101/2021.09.03.21263086v1
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www.theguardian.com www.theguardian.com
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Nearly 300% more Covid patients in US hospitals at weekend than a year ago | US news | The Guardian. (n.d.). Retrieved September 8, 2021, from https://www.theguardian.com/us-news/2021/sep/07/us-covid-patients-hospitals-surge
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psycnet.apa.org psycnet.apa.org
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in the middle of their sixth, seventh, and eighth grade school years. Peer nominations were used to assess two types of social status (peer acceptance and popularity) and three behavioral reputations (academic, prosocial, and physical aggression).
These are the grades that the data was collected from.
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josephsdavid.github.io josephsdavid.github.io
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twitter.com twitter.com
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Jonathan Robinson on Twitter. (n.d.). Twitter. Retrieved 6 September 2021, from https://twitter.com/jon_m_rob/status/1431734411335176199
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twitter.com twitter.com
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Ed Tubb. (2021, August 31). Explaining: The unvaccinated group should have much (much) higher natural protection from COVID by virtue of being younger on average; the fact this group is showing up in hospital much more often despite this tells you the vaccine is even more effective than we know. Https://t.co/dRLEXbc0rE [Tweet]. @EdTubb. https://twitter.com/EdTubb/status/1432702965140398080
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Taylor, L. (2021). The Venezuelan health-care workers secretly collecting COVID stats. Nature, 597(7874), 20–21. https://doi.org/10.1038/d41586-021-02276-1
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twitter.com twitter.com
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Jeremy Howard. (2021, August 29). I’ve been analyzing the UK covid data and I’ve just discovered something shocking. Cases in chidrens in England have just smashed all-time highs. Nearly double what they’ve ever been before. And rising VERY rapidly. Schools are about to reopen. With far fewer restrictions. Https://t.co/rNhW4U98BR [Tweet]. @jeremyphoward. https://twitter.com/jeremyphoward/status/1432118975060594691
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www.science.org www.science.org
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Kraemer, M. U. G., Hill, V., Ruis, C., Dellicour, S., Bajaj, S., McCrone, J. T., Baele, G., Parag, K. V., Battle, A. L., Gutierrez, B., Jackson, B., Colquhoun, R., O’Toole, Á., Klein, B., Vespignani, A., COVID-19 Genomics UK (COG-UK) Consortium‡, Volz, E., Faria, N. R., Aanensen, D. M., … Pybus, O. G. (2021). Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B.1.1.7 emergence. Science, 373(6557), 889–895. https://doi.org/10.1126/science.abj0113
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twitter.com twitter.com
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David Dowdy on Twitter: “@NEJM joining the waning immunity debate. I’m going to push back a bit. Data from @UCSDHealth of vax effectiveness in health workers: 94% in June, 65% in July. Interpreted as ‘likely to be due to...delta and waning immunity over time, compounded by end of masking requirements.’ https://t.co/flDOfBbTs7” / Twitter. (n.d.). Retrieved September 2, 2021, from https://twitter.com/davidwdowdy/status/1433254675915157504?s=20
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www.nature.com www.nature.com
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Zuckerman, E. (2021). Demand five precepts to aid social-media watchdogs. Nature, 597(7874), 9–9. https://doi.org/10.1038/d41586-021-02341-9
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- Aug 2021
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beeckcenter.georgetown.edu beeckcenter.georgetown.edu
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www.fda.gov www.fda.gov
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Sentinel Common Data ModelExternal Link Disclaimer OHDSI Observational Medical Outcomes Partnership (OMOP) Common Data ModelExternal Link Disclaimer Informatics for Integrating Biology and the Bedside (i2b2)External Link Disclaimer / Accrual to Clinical Trials (ACT) Common Data ModelExternal Link Disclaimer Patient-Centered Outcomes Research Network (PCORnet) Common Data ModelExternal Link Disclaimer United States Core Data for Interoperability (USCDI) Health Level Seven (HL7) Fast Healthcare Interoperability Resources (FHIR)External Link Disclaimer Clinical Data Interchange Standards Consortium (CDISC) Study Data Tabulation Model (SDTM)External Link Disclaimer CDISC SDTM COVID-19 companion guideExternal Link Disclaimer U.S. Department of Veterans Affairs Electronic Health Record (EHR) System National Cancer Institute (NCI) Cancer Data Standards Registry and Repository (caDSR)
All the clinical data standard links
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aspe.hhs.gov aspe.hhs.gov
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Common Data Model Harmonization (CDMH) and Open Standards for Evidence Generation
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static1.squarespace.com static1.squarespace.com
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4The solution, using the Adapter AnalogySentineli2b2/ACTOMOPPCORNET▪Different countries use different “outlets”.▪There is a need for travel adapters.The Solution: ▪Use a converter between various adapters.▪Allow researchers to ask a question once and receive results from many different sources using a common agreed-upon standard structure, or a Common Data Model.
Types of various data harmonization formats
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Sentinel, PCORnet versions 3.1 and 4.0, OMOP and i2b2/ACT
Data Harmonization Formats
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RWD leveraging Clinical Data Interchange Standards Consortium (CDISC) Study Data Tabulation Model (SDTM) via the FDA Gateway
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Latest Data on COVID-19 Vaccinations by Race/Ethnicity | KFF. (n.d.). Retrieved August 27, 2021, from https://www.kff.org/coronavirus-covid-19/issue-brief/latest-data-on-covid-19-vaccinations-race-ethnicity/
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