- Sep 2021
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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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twitter.com twitter.com
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Seth Trueger on Twitter: “@IdiotTracker @RyanMarino from the makers of ivermectin https://t.co/oEhAaWhqK3” / Twitter. (n.d.). Retrieved August 27, 2021, from https://twitter.com/MDaware/status/1404856892812316677
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jnnp.bmj.com jnnp.bmj.com
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Rogers, J. P., Watson, C. J., Badenoch, J., Cross, B., Butler, M., Song, J., Hafeez, D., Morrin, H., Rengasamy, E. R., Thomas, L., Ralovska, S., Smakowski, A., Sundaram, R. D., Hunt, C. K., Lim, M. F., Aniwattanapong, D., Singh, V., Hussain, Z., Chakraborty, S., … Rooney, A. G. (2021). Neurology and neuropsychiatry of COVID-19: A systematic review and meta-analysis of the early literature reveals frequent CNS manifestations and key emerging narratives. Journal of Neurology, Neurosurgery & Psychiatry, jnnp-2021-326405. https://doi.org/10.1136/jnnp-2021-326405
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www.opendemocracy.net www.opendemocracy.net
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www.google.com www.google.com
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Annotators
URL
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datainnovation.org datainnovation.org
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twitter.com twitter.com
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Prof. Christina Pagel on Twitter: “THREAD latest on B.1.617.2 variant in England: B.1.617.2 (1st discovered in India) is now dominant in England. Here is a thread summarising latest PHE report and Sanger local data. TLDR: it is NOT good news. 1/7” / Twitter. (n.d.). Retrieved August 24, 2021, from https://twitter.com/chrischirp/status/1399333330286415876
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twitter.com twitter.com
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(2) Seth Trueger on Twitter: “maybe, just maybe, VAERS is being flooded with false reports from bad actors with ulterior motives? Https://t.co/HYTYKIOd64” / Twitter. (n.d.). Retrieved August 23, 2021, from https://twitter.com/MDaware/status/1417893813184512004
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www.politico.com www.politico.com
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Inside America’s Covid-reporting breakdown—POLITICO. (n.d.). Retrieved August 23, 2021, from https://www.politico.com/news/2021/08/15/inside-americas-covid-data-gap-502565
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covid19-vaccine-report.ecdc.europa.eu covid19-vaccine-report.ecdc.europa.eu
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“Week 32, 2021.” Accessed August 23, 2021. https://covid19-vaccine-report.ecdc.europa.eu/.
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medium.com medium.com
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Are 7 French fries too many?. A causal inference explainer | by Ellie Murray | Medium. (n.d.). Retrieved August 22, 2021, from https://medium.com/@EpiEllie/are-7-french-fries-too-many-d6226e78dc1f
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twitter.com twitter.com
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(((Howard Forman))) on Twitter. (n.d.). Twitter. Retrieved 21 August 2021, from https://twitter.com/thehowie/status/1428350804516212737
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(((Howard Forman))). (2021, August 20). Btw- VERY similar to findings in Israel. Https://t.co/vmC9q77Yux https://t.co/zVZt9sx4Vg [Tweet]. @thehowie. https://twitter.com/thehowie/status/1428516782432731142
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www.motherjones.com www.motherjones.com
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Since it was founded by longtime charity executive Pierre Barnoti as the international offshoot of a Montreal animal welfare charity, SPCAI has spent little more than 20 percent of its total revenue on actual programs and services that help animals.
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www.reddit.com www.reddit.com
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datashare.simplecast.com datashare.simplecast.com
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www.haaretz.com www.haaretz.com
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These Israeli COVID-19 graphs prove Pfizer vaccine works—Israel News—Haaretz.com. (n.d.). Retrieved August 17, 2021, from https://www.haaretz.com/israel-news/israel-covid-graphs-prove-vaccines-works-delta-pfizer-1.10101640
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www.theguardian.com www.theguardian.com
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We shouldn’t be giving Covid boosters while millions wait for a first dose | Andrew Pollard and Seth Berkley | The Guardian. (n.d.). Retrieved August 17, 2021, from https://www.theguardian.com/commentisfree/2021/aug/13/covid-boosters-dose-vaccine
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twitter.com twitter.com
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Mark Davyd. “This Is the Most Important Graph of the ‘Third Wave’. Thanks to @guardian for Producing It. Https://T.Co/IVBwP6QWxc.” Tweet. @markdavyd (blog), July 2, 2021. https://twitter.com/markdavyd/status/1410803538901573633.
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twitter.com twitter.com
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Youyang Gu on Twitter: “People were worried cases would spike further when the UK lifted almost all remaining restrictions in July. The opposite happened. We must acknowledge that restrictions aren’t all that effective in Western countries. (Except Australia, who just entered their 6th lockdown) https://t.co/l7tygXQqn7” / Twitter. (n.d.). Retrieved August 13, 2021, from https://twitter.com/youyanggu/status/1423415277765734402
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twitter.com twitter.com
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Ireland Vaccine Progress. “Dose 1 of 2 Progress ▓▓▓▓▓▓▓▓▓▓░░░░░ 68.5% Fully Vaccinated Progress ▓▓▓▓▓▓▓▓▓░░░░░░ 57.1% As of Wednesday, 14 Jul 2021. Note: Percentages of 16+ Population Only. Data Sources in Bio. #CovidVaccine #COVID19 #COVID19Ireland Https://T.Co/QeiFYM4LcD.” Tweet. @IrelandVaccine (blog), July 15, 2021. https://twitter.com/IrelandVaccine/status/1415688619575103492.
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www.legalanthology.ch www.legalanthology.ch
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One thing I'd like forward-looking hypertext toolmakers to keep in mind is the ability for the tools to help people answer questions like "What led to legalanthology.ch hosting a copy of this document? Given a URL from one organization, is it possible to look at the graph of internal backlinks (let me focus narrowly on incoming edges originating from the same host)?"
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www.thelancet.com www.thelancet.com
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Kadambari, S., & Vanderslott, S. (2021). Lessons about COVID-19 vaccine hesitancy among minority ethnic people in the UK. The Lancet Infectious Diseases, S1473309921004047. https://doi.org/10.1016/S1473-3099(21)00404-7
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Breakthrough cases aren’t the cause of the US Covid-19 surge—Vox. (n.d.). Retrieved August 11, 2021, from https://www.vox.com/22602039/breakthrough-cases-covid-19-delta-variant-masks-vaccines
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cgdev.org cgdev.org
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Center For Global Development. “Three New Estimates of India’s All-Cause Excess Mortality during the COVID-19 Pandemic.” Accessed August 11, 2021. https://cgdev.org/publication/three-new-estimates-indias-all-cause-excess-mortality-during-covid-19-pandemic.
Tags
- Consumer Pyramid Household Survey
- death
- pandemic
- Coronavirus
- data source
- statistical confidence
- civil registration
- attendant accountability
- COVID-19
- India
- authoritative estimate
- is:article
- age-specific infection fatality rates
- lang:en
Annotators
URL
cgdev.org/publication/three-new-estimates-indias-all-cause-excess-mortality-during-covid-19-pandemic -
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indianexpress.com indianexpress.com
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The Indian Express. “Why We Need to Count the Covid Dead,” July 20, 2021. https://indianexpress.com/article/opinion/columns/india-covid-deaths-second-wave-7412619/.
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twitter.com twitter.com
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Rafael Irizarry. (2021, August 8). Vaccines work in a gif update: COVID19 cases versus vaccination rates in US states through time. The Delta variant effect can be seen clearly starting in July. States with lower vaccination rates are affected much worse. Https://t.co/e0SQpa8Qg0 [Tweet]. @rafalab. https://twitter.com/rafalab/status/1424440520361787392
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papress.com papress.com
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from its roots
Ha!
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www.theguardian.com www.theguardian.com
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Six EU states overtake UK Covid vaccination rates as Britain’s rollout slows. (2021, August 6). The Guardian. http://www.theguardian.com/world/2021/aug/06/six-eu-states-overtake-uk-covid-vaccination-britain-rollout-slows
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firstdraftnews.org firstdraftnews.org
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Vaccine Misinformation Insights Report: June. (n.d.). First Draft. Retrieved 4 August 2021, from https://firstdraftnews.org:443/long-form-article/vaccine-misinformation-insights-report-june/
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www.frontiersin.org www.frontiersin.org
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Figueiras, Maria J., Jihane Ghorayeb, Mariana V. C. Coutinho, João Marôco, and Justin Thomas. ‘Levels of Trust in Information Sources as a Predictor of Protective Health Behaviors During COVID-19 Pandemic: A UAE Cross-Sectional Study’. Frontiers in Psychology 0 (2021). https://doi.org/10.3389/fpsyg.2021.633550.
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www.washingtonpost.com www.washingtonpost.com
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‘Analysis | People Are More Anti-Vaccine If They Get Their Covid News from Facebook than from Fox News, Data Shows’. Washington Post. Accessed 4 August 2021. https://www.washingtonpost.com/politics/2021/07/27/people-are-more-anti-vaccine-if-they-get-their-covid-19-news-facebook-rather-than-fox-news-new-data-shows/.
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psyarxiv.com psyarxiv.com
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Jørgensen, Frederik Juhl, Alexander Bor, and Michael Bang Petersen. ‘How the Development, Features and Roll-Out of a SARS-COV-2 Vaccine Shape Public Acceptance: A Conjoint Experiment in a Large Representative Sample of Danes’. PsyArXiv, 28 June 2021. https://doi.org/10.31234/osf.io/4y8ap.
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twitter.com twitter.com
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John Thornhill on Twitter: “Good news: Vaccine hesitancy collapses Smart data analysis from @TheEconomist https://t.co/cQcajRtEM6 https://t.co/IWIbUsEFXG” / Twitter. (n.d.). Retrieved August 1, 2021, from https://twitter.com/johnthornhillft/status/1418510295241269248
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twitter.com twitter.com
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Trisha Greenhalgh on Twitter: “LONG THREAD on masks. Mute if not interested. Do masks work? Why do some people claim they don’t work? Do they cause harm? What kinds of masks should we wear? How does masking need to change now we know that Covid is airborne? When can we stop wearing them? Get your popcorn. 1/” / Twitter. (n.d.). Retrieved August 1, 2021, from https://twitter.com/trishgreenhalgh/status/1414294003479089154
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- Jul 2021
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twitter.com twitter.com
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Hiroki Sayama. (2021, May 28). Weekly update This will be the last US domestic visualization Details -> https://github.com/hsayama/COVID-19-geographical-animations https://t.co/Mz23MDaa6l [Tweet]. @HirokiSayama. https://twitter.com/HirokiSayama/status/1398344774843781128
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twitter.com twitter.com
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Juliet Pulliam, PhD. (2021, June 28). My take (3/4): The last 15 months have been brutal for those of us in SA, as in most of the world. The next few months will continue to try us. Vaccination brings our best hope of making COVID manageable. [Tweet]. @SACEMAdirector. https://twitter.com/SACEMAdirector/status/1409392605901864962
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Why are fully vaccinated people testing positive for Covid? | Financial Times. (n.d.). Retrieved July 28, 2021, from https://www.ft.com/content/0f11b219-0f1b-420e-8188-6651d1e749ff
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www.theguardian.com www.theguardian.com
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Has England reached a peak in Covid infections? | Graham Medley | The Guardian. (n.d.). Retrieved July 28, 2021, from https://www.theguardian.com/commentisfree/2021/jul/26/when-england-peak-covid-infections-trajectory-pandemic?CMP=Share_iOSApp_Other
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jamanetwork.com jamanetwork.com
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If we had truly robust standards for electronic data interchange and less anxiety about privacy, these kinds of data could be moved around more freely in a structured format. Of course, there are regional exchanges where they do. The data could also be created in structured format to begin with.
This does exist. Fast Healthcare Interoperability Resources (FHIR; pronounced 'fire') is an open standard that describes data formats and elements (the 'resources' in the name), as well as an application programming interface (API) for exchanging electronic health records.
See more here: https://hl7.org/fhir/
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www.theguardian.com www.theguardian.com
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What is behind the latest fall in cases of Covid across the UK? | Coronavirus | The Guardian. (n.d.). Retrieved July 27, 2021, from https://www.theguardian.com/world/2021/jul/26/what-is-behind-the-latest-fall-in-cases-of-covid-across-the-uk
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psyarxiv.com psyarxiv.com
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Leising, D., Grenke, O., & Cramer, M. (2021). Visual Argument Structure Tool (VAST). PsyArXiv. https://doi.org/10.31234/osf.io/dvfq7
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twitter.com twitter.com
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Alan McNally 💙. (2021, February 5). Our latest lab data for B.1.1.7 prevalence in Pillar 2 samples, as determined by SGTF. Clearly now plateauing at 80-90%. Which to me suggests there are other lineages as transmissible as B.1.1.7......... Https://t.co/toA0GyVsZz [Tweet]. @alanmcn1. https://twitter.com/alanmcn1/status/1357701944027004929
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journals.sagepub.com journals.sagepub.com
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Sheetal, A., Feng, Z., & Savani, K. (2020). Using Machine Learning to Generate Novel Hypotheses: Increasing Optimism About COVID-19 Makes People Less Willing to Justify Unethical Behaviors. Psychological Science, 31(10), 1222–1235. https://doi.org/10.1177/0956797620959594
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NIHR HPRU in Behavioural Science and Eval Bristol. (2021, May 27). Event: The CONQUEST study has collected data on the contacts, behaviour & symptoms of staff & students @BristolUni during #COVID19 to inform policy & math modelling. Join us for this webinar on 8 June for an update on the study, its impact & future plans. Https://t.co/DHrmferP0L https://t.co/25cOASdyKJ [Tweet]. @HPRU_BSE. https://twitter.com/HPRU_BSE/status/1397906695775473671
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twitter.com twitter.com
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ReconfigBehSci. (2021, June 9). RT @EricTopol: How to reduce the case fatality rate in each age group? Give them vaccines By @VictimOfMaths https://t.co/S0d9tpfxao https:… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1402655685217718272
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twitter.com twitter.com
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Nick Holliman. (2021, May 30). @anthonybmasters @d_spiegel A quick visual summary of data on this week’s article by @anthonybmasters & @d_spiegel The outlook is uncertain, although we have survived a variant once already (B.1.1.7). The data on the effect of variants is analysed as fast as it (reliably) arrives. Https://t.co/vOKmCxYMGT https://t.co/3ZeJJTdRs3 [Tweet]. @binocularity. https://twitter.com/binocularity/status/1398957348492918784
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twitter.com twitter.com
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ReconfigBehSci. (2021, June 4). RT @EricTopol: Coverage of this report @FT by @hannahkuchler https://t.co/hOE20nyUbC https://t.co/QsOzxHdVCl [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1400889235813507072
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www.technologyreview.com www.technologyreview.com
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Do your neighbors want to get vaccinated? (n.d.). MIT Technology Review. Retrieved 11 February 2021, from https://www.technologyreview.com/2021/01/16/1016264/covid-vaccine-acceptance-us-county/
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twitter.com twitter.comTwitter2
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Leah Keating on Twitter: “This work with @DavidJPOS and @gleesonj is now on arXiv (https://t.co/hxjZnCmKcM): ‘A multi-type branching process method for modelling complex contagion on clustered networks’ Here is a quick overview of our paper: (1/6) https://t.co/3jQ2flhk71” / Twitter. (n.d.). Retrieved July 23, 2021, from https://twitter.com/leahakeating/status/1418150117106978816
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Adam Kucharski on Twitter: “As Delta spreads, cases starting to rise again across Europe... Https://t.co/mwyFVlUPVY” / Twitter. (n.d.). Retrieved July 12, 2021, from https://twitter.com/AdamJKucharski/status/1412498377619673095
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devops.com devops.com
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59% of organizations are following agile principles, but only 4% of these organizations are getting the full benefit.
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Ward, K. P. (2021). Parenting During COVID-19: A Sentiment Analysis of Reddit Data. PsyArXiv. https://doi.org/10.31234/osf.io/4ukmd
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twitter.com twitter.com
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The Greek Analyst on Twitter: ‘Vaccines work, people https://t.co/5Fb8d8evqf’ / Twitter. (n.d.). Retrieved 22 July 2021, from https://twitter.com/GreekAnalyst/status/1417506969028546569
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www.youtube.com www.youtube.comYouTube1
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i feel for for tool builders that are serious about building useful software interoperability can actually be a huge 00:45:22 spoon uh to their success um it'll make easier to acquire users it will make it easier to help users embed your own tool in their workflows um you may be also losing some users but 00:45:34 that's okay i guess because it'll create sustainable pressure to you for you to focus on an audience well and build really really useful services for them and if you do that they also won't leave as easily
I agree. I think companies that allow their users to take their data and run when they want to just create trust. Gone are the days when users automatically thought companies had their best interests at heart, as compared with current-day surveillance capitalists.
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Annotators
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www.reuters.com www.reuters.com
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Analysis: Pfizer/BioNTech bid for booster doses premature, more data needed -experts | Reuters. (n.d.). Retrieved July 19, 2021, from https://www.reuters.com/world/pfizerbiontech-bid-booster-doses-premature-more-data-needed-experts-2021-07-12/
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Local file Local file
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The most common impression is that a developer is someone who is a genius and is able to process massive algorithms in their head in a computer-like way to produce code. This is a misguided idea. Developers are just regular people who have invested their time to learn a programming language and to understand the tools, techniques, nuances, and quirks of the technology they are using to produce results. Any professional job, be it a bricklayer, plumber, or indeed a developer, requires you to learn the tools of the trade to build what people need. A developer, by my definition, is simply someone who creates something out of nothing. A property developer takes a piece of land and produces homes for people to live in. A web developer produces apps or websites from nothing.
How to create a developer mindset
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stackoverflow.com stackoverflow.com
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whereas now, they know that user@domain.com was subscribed to xyz.net at some point and is unsubscribing. Information is gold. Replace user@domain with abcd@senate and xyz.net with warezxxx.net and you've got tabloid gold.
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twitter.com twitter.com
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Conor Kelly. (2021, July 14). Correlation between vaccination coverage and COVID hospitalizations per million over time, by state https://t.co/g6AMTDXOzb [Tweet]. @CohoKelly. https://twitter.com/CohoKelly/status/1415310919266095113
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twitter.com twitter.com
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BNO Newsroom. (2021, July 14). COVID-19 hospitalizations in Missouri have reached a 5-month high https://t.co/342RW903WS [Tweet]. @BNODesk. https://twitter.com/BNODesk/status/1415105797575610368
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Padilla, L., Hosseinpour, H., Fygenson, R., Howell, J., Chunara, R., & Bertini, E. (2021). Effects of COVID-19 Uncertainty Visualizations on Novice Risk Estimates. PsyArXiv. https://doi.org/10.31234/osf.io/6axc7
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www.politico.com www.politico.com
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Delta variant said to be far more widespread than federal estimates—POLITICO. (n.d.). Retrieved July 8, 2021, from https://www.politico.com/news/2021/07/08/delta-coronavirus-variant-widespread-498787?utm_source=dlvr.it&utm_medium=twitter
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www.sciencehistory.org www.sciencehistory.org
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>Wikipedia</span> in Index card - Wikipedia (<time class='dt-published'>07/03/2021 21:36:58</time>)</cite></small>
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www.theatlantic.com www.theatlantic.com
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The AstraZeneca Vaccine Blood-Clot Issue Won’t Go Away—The Atlantic. (n.d.). Retrieved July 2, 2021, from https://www.theatlantic.com/health/archive/2021/03/astrazeneca-vaccine-blood-clot-issue-wont-go-away/618451/
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www.thelancet.com www.thelancet.com
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Khan, M. S., Ali, S. A. M., Adelaine, A., & Karan, A. (2021). Rethinking vaccine hesitancy among minority groups. The Lancet, 397(10288), 1863–1865. https://doi.org/10.1016/S0140-6736(21)00938-7
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twitter.com twitter.com
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Meaghan Kall 🏳️🌈 on Twitter: “The updated cumulative growth curves showing continued exponential growth of B.1.617.2.. Https://t.co/3fmEwU7cP3” / Twitter. (n.d.). Retrieved July 2, 2021, from https://twitter.com/kallmemeg/status/1397981951907217411
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twitter.com twitter.com
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Adam Kucharski on Twitter: “Useful data 👇– quick look suggests odds ratio for detection of B.1.617.2 relative to non-B.1.617.2 in vaccinated group compared to controls is 2.7 (95% CI: 0.7-10) after one dose and 1.2 (0.4-3.6) after two...” / Twitter. (n.d.). Retrieved July 2, 2021, from https://twitter.com/AdamJKucharski/status/1400443351908892675?s=20
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- Jun 2021
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iannotate.org iannotate.org
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some projects to add to the world of linked data
I'm so excited to hear an update on this project!
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Annotators
URL
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Website makes false claims about vaccines and miscarriages—Full Fact. (n.d.). Retrieved June 30, 2021, from https://fullfact.org/online/Covid-vaccine-miscarriage-false/
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www.nature.com www.nature.com
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Castro, M. C., Gurzenda, S., Turra, C. M., Kim, S., Andrasfay, T., & Goldman, N. (2021). Reduction in life expectancy in Brazil after COVID-19. Nature Medicine. https://doi.org/10.1038/s41591-021-01437-z
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twitter.com twitter.com
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Helen McArdle on Twitter: “The good news: An astonishing 98.2% of over-60s in Scotland are now fully vaccinated. That’s an amazing uptake. It doesn’t mean they are 100% protected of course (and especially not when case rates are high) but their risk of hospitalisation/death is cut by over 90% https://t.co/DzAxkpLvcR” / Twitter. (n.d.). Retrieved June 30, 2021, from https://twitter.com/HMcArdleHT/status/1409821893557768195
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twitter.com twitter.comTwitter1
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Max Roser on Twitter: “Confirmed COVID deaths have increased very rapidly in Namibia. Https://t.co/WKZw6UsZvg” / Twitter. (n.d.). Retrieved June 30, 2021, from https://twitter.com/MaxCRoser/status/1409785445274341376
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jonudell.net jonudell.net
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But here's the twist. That edit window is wired to your personal cloud. That's where your words land. Then you syndicate your words back to the site you're posting to.
This is more or less how linked data notifications work. (And Solid, of course, goes beyond that.)
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Annotators
URL
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www.economist.com www.economist.com
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See how age and illnesses change the risk of dying from covid-19 | The Economist. (n.d.). Retrieved June 29, 2021, from https://www.economist.com/graphic-detail/covid-pandemic-mortality-risk-estimator
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twitter.com twitter.com
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RichardBrown on Twitter: “@Richard_Florida Still pretty slow recovery in London too @nicolegelinas. Https://t.co/nH9FOpV386” / Twitter. (n.d.). Retrieved June 29, 2021, from https://twitter.com/MinorPlaces/status/1407018950714605574
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twitter.com twitter.com
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A Marm Kilpatrick on Twitter: “How effective are vaccines vs severe & all disease, death, infection, & transmission? Very nice collection of studies assessing different aspects of vaccine protection by Julia Shapiro (on twitter?) @nataliexdean @betzhallo @ilongini & 2 others. Thread https://t.co/mhe0DufVtH” / Twitter. (n.d.). Retrieved June 28, 2021, from https://twitter.com/DiseaseEcology/status/1395848357461954563
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dockatevaccineblog.wordpress.com dockatevaccineblog.wordpress.com
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Don’t Go Breaking My Heart (Myocarditis and the mRNA COVID-19 Vaccines) – Doctor Kate’s Info Blog. (n.d.). Retrieved June 28, 2021, from https://dockatevaccineblog.wordpress.com/2021/06/27/dont-go-breaking-my-heart-myocarditis-and-the-mrna-covid-19-vaccines/#more-382
Tags
- myocarditis
- heart inflammation
- children
- anti-vaccine
- is:webpage
- data
- science
- COVID-19
- lang:en
- risk perception
- safety
- vaccine
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www.theguardian.com www.theguardian.com
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Why most people who now die with Covid in England have had a vaccination | David Spiegelhalter and Anthony Masters | The Guardian. (n.d.). Retrieved June 28, 2021, from https://www.theguardian.com/theobserver/commentisfree/2021/jun/27/why-most-people-who-now-die-with-covid-have-been-vaccinated?CMP=Share_iOSApp_Other
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twitter.com twitter.com
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Jeremy Faust MD MS (ER physician) on Twitter: “Number of Covid cases among children in US: >4 million. Number of Covid deaths in US children: 300-400. Number of kids vaccinated: 7 million. Number of kids who died from vaccine-related myocarditis: Zero. #vaccinate @bhrenton @RickABright @angie_rasmussen @celinegounder” / Twitter. (n.d.). Retrieved June 28, 2021, from https://twitter.com/jeremyfaust/status/1408880589319647243?s=20
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vip.politicsmeanspolitics.com vip.politicsmeanspolitics.com
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Systematic gaslighting by dangerous ideologies. (n.d.). Retrieved June 28, 2021, from https://vip.politicsmeanspolitics.com/2021/06/15/systematic-gaslighting-by-dangerous-ideologies/
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journals.sagepub.com journals.sagepub.com
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Smith, A. M., Willroth, E. C., Gatchpazian, A., Shallcross, A. J., Feinberg, M., & Ford, B. Q. (2021). Coping With Health Threats: The Costs and Benefits of Managing Emotions. Psychological Science, 09567976211024260. https://doi.org/10.1177/09567976211024260
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blogs.bmj.com blogs.bmj.com
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What is behind the low covid-19 vaccine take-up in some ethnic minorities? - The BMJ. (n.d.). Retrieved June 27, 2021, from https://blogs.bmj.com/bmj/2021/04/08/what-is-behind-the-low-covid-19-vaccine-take-up-in-some-ethnic-minorities/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
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twitter.com twitter.com
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Michael Makris on Twitter: “The cumulative incidence of VITT after AZ first vaccination in the UK is continuing to increase with the latest data being 1 in 81,000. However this is rather misleading because VITT is age related with a higher incidence in the young. Https://t.co/CSjshAoRsN” / Twitter. (n.d.). Retrieved June 27, 2021, from https://twitter.com/ProfMakris/status/1395457748721184777?s=20
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twitter.com twitter.com
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Deepti Gurdasani on Twitter: “I’m still utterly stunned by yesterday’s events—Let me go over this in chronological order & why I’m shocked. - First, in the morning yesterday, we saw a ‘leaked’ report to FT which reported on @PHE_uk data that was not public at the time🧵” / Twitter. (n.d.). Retrieved June 27, 2021, from https://twitter.com/dgurdasani1/status/1396373990986375171
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edmonton.ctvnews.ca edmonton.ctvnews.ca
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Here’s how effective COVID-19 vaccines have been in Alberta | CTV News. (n.d.). Retrieved June 26, 2021, from https://edmonton.ctvnews.ca/here-s-how-effective-covid-19-vaccines-have-been-in-alberta-1.5456656
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www.medrxiv.org www.medrxiv.org
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Bolze, A., Cirulli, E. T., Luo, S., White, S., Cassens, T., Jacobs, S., Nguyen, J., Ramirez, J. M., Sandoval, E., Wang, X., Wong, D., Becker, D., Laurent, M., Lu, J. T., Isaksson, M., Washington, N. L., & Lee, W. (2021). Rapid displacement of SARS-CoV-2 variant B.1.1.7 by B.1.617.2 and P.1 in the United States [Preprint]. Infectious Diseases (except HIV/AIDS). https://doi.org/10.1101/2021.06.20.21259195
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www.theguardian.com www.theguardian.com
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Long Covid: Snapshot poll finds more than 1m people with symptoms in UK | Long Covid | The Guardian. (n.d.). Retrieved June 26, 2021, from https://www.theguardian.com/society/2021/apr/01/long-covid-snapshot-poll-finds-million-people-symptoms-uk?CMP=Share_iOSApp_Other
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psyarxiv.com psyarxiv.com
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Moss, A. J., Rosenzweig, C., Jaffe, S. N., Gautam, R., Robinson, J., & Litman, L. (2021). Bots or inattentive humans? Identifying sources of low-quality data in online platforms [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/wr8ds
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www.reuters.com www.reuters.com
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FDA to add warning about rare heart inflammation to Pfizer, Moderna vaccines | Reuters. (n.d.). Retrieved June 25, 2021, from https://www.reuters.com/business/healthcare-pharmaceuticals/us-panel-review-heart-inflammation-cases-after-pfizer-moderna-vaccines-2021-06-23
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Mentioned by Heather Staines
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Annotators
URL
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www.theatlantic.com www.theatlantic.com
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Heathers, James. ‘Putting Microchips in Vaccines Is a Terrible Idea, When You Think About It’. The Atlantic, 3 June 2021. https://www.theatlantic.com/technology/archive/2021/06/microchipped-vaccines-15-minute-investigation/619081/.
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www.medrxiv.org www.medrxiv.org
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Woolf, K., McManus, I. C., Martin, C. A., Nellums, L. B., Guyatt, A. L., Melbourne, C., Bryant, L., Gogoi, M., Wobi, F., Al-Oraibi, A., Hassan, O., Gupta, A., John, C., Tobin, M. D., Carr, S., Simpson, S., Gregary, B., Aujayeb, A., Zingwe, S., … Pareek, M. (2021). Ethnic differences in SARS-CoV-2 vaccine hesitancy in United Kingdom healthcare workers: Results from the UK-REACH prospective nationwide cohort study [Preprint]. Public and Global Health. https://doi.org/10.1101/2021.04.26.21255788
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www.nature.com www.nature.com
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Remmel, A. (2021). COVID vaccines and safety: What the research says. Nature, 590(7847), 538–540. https://doi.org/10.1038/d41586-021-00290-x
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www.theguardian.com www.theguardian.com
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How vaccines are affecting Covid-19 outbreaks globally | World news | The Guardian. (n.d.). Retrieved June 18, 2021, from https://www.theguardian.com/world/ng-interactive/2021/apr/21/how-vaccines-are-affecting-covid-19-outbreaks-globally?CMP=Share_iOSApp_Other
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indieweb.org indieweb.org
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=== Databases ===
Potential sources for book/library related data for importing/supporting one's own personal library:
- [[Open Library]] ([https://openlibrary.org/developers/api API])
- [https://isbndb.com/ ISBNdb] ([https://isbndb.com/apidocs/v2 API])
- [https://books.google.com/ Google Books] ([https://developers.google.com/books/terms API])
- [[Amazon]]
- [[Goodreads]]
- [https://www.worldcat.org Worldcat] ([https://www.worldcat.org/affiliate/tools?atype=wcapi API])
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graphql-ruby.org graphql-ruby.org
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It works, but a stronger solution is to treat errors as data.
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blog.scholasticahq.com blog.scholasticahq.com
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To get closer to attaining coveted “rich” metadata and ultimately contribute to a “richer” scholarly communication ecosystem, journals first need to have machine-readable metadata that is clean, consistent, and as interoperable as possible.
What WordPress plugins provide structured metadata functionality for OpenPhysio.
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www.audienceplay.com www.audienceplay.com
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“The data does not exist independently in the world, nor is it generated spontaneously. Data is constructed by people, from people,” (source 1).
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Burton, J. W., Cruz, N., & Hahn, U. (2021). Reconsidering evidence of moral contagion in online social networks. Nature Human Behaviour. https://doi.org/10.1038/s41562-021-01133-5
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www.theguardian.com www.theguardian.com
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Rapid Covid tests used in mass UK programme get scathing US report | Coronavirus | The Guardian. (n.d.). Retrieved June 12, 2021, from https://www.theguardian.com/world/2021/jun/11/us-health-agency-gives-innova-lateral-flow-covid-tests-scathing-review
Tags
- is:news
- FDA
- data
- government
- COVID-19
- mass testing
- accuracy
- Innova
- risk
- lang:en
- US Food and Drug Agency
- UK
- concern
- USA
- lateral flow
- intervention
- rapid COVID test
Annotators
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www.theguardian.com www.theguardian.com
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Covid variants: How much protection do the different vaccines offer? (2021, June 3). The Guardian. http://www.theguardian.com/world/2021/jun/03/covid-variants-delta-alpha-how-much-protection-vaccines
Tags
- is:news
- symptomatic
- death
- disease
- vaccine
- data
- efficacy
- trial
- COVID-19
- vaccination
- infection
- lang:en
- England
- pandemic
- restriction
- protection
- effectiveness
- variant
- rate
- delta
- lift
Annotators
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epjdatascience.springeropen.com epjdatascience.springeropen.com
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Baghal, T. A., Wenz, A., Sloan, L., & Jessop, C. (2021). Linking Twitter and survey data: Asymmetry in quantity and its impact. EPJ Data Science, 10(1), 1–20. https://doi.org/10.1140/epjds/s13688-021-00286-7
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psyarxiv.com psyarxiv.com
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Teague, S., Shatte, A. B. R., Fuller-Tyszkiewicz, M., & Hutchinson, D. M. (2021). Social media monitoring of mental health during disasters: A scoping review of methods and applications. PsyArXiv. https://doi.org/10.31234/osf.io/ykz2n
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twitter.com twitter.com
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Madhu Pai, MD, PhD on Twitter: “#COVID19 surge in Uganda looks ominous Vaccine coverage = 1.5% with 1 dose https://t.co/TRAjEVC59U” / Twitter. (n.d.). Retrieved June 7, 2021, from https://twitter.com/paimadhu/status/1401010082884853768
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Local file Local file
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Green and Murphy,Renaissance Rhetoric; Plett,English Renaissance; Middleton,Memory Systems; British Library,Incunabula Short Title Catalogue. Green and Murphy were the primary source. Middleton and Plett, who compiled memorytreatises as a distinct category, allowed me to add extra titles to Green and Murphy’s listings. An Excel file containing the266 early modern treatises graphed here can be emailed upon request.
Sources of data for this paper. I'd definitely love to get a copy of this Excel file. Might be worth expanding to other languages, countries, and timeperiods as well.
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www.theguardian.com www.theguardian.com
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UK tightens borders and travel rules as variants spark new alarm | Coronavirus | The Guardian. (n.d.). Retrieved June 5, 2021, from https://www.theguardian.com/world/2021/jun/03/concern-over-delta-covid-variant-tightens-borders-of-uk
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Salisbury, H. (2021). Helen Salisbury: Should patients worry about their data? BMJ, 373, n1325. https://doi.org/10.1136/bmj.n1325
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www.cs.sfu.ca www.cs.sfu.caTrees1
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A tree is a particular kind of graph.
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Annotators
URL
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loc.gov loc.gov
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This doesn't seem entirely trust-worthy/useful.
The native name seems incorrect/missing for some languages, like German, Hebrew, compared to https://gist.github.com/piraveen/fafd0d984b2236e809d03a0e306c8a4d
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stackoverflow.com stackoverflow.com
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The US Library of Congress has been designated the official registration authority by the ISO and they publish the entire, official, up-to-date list as a trivial to parse text file for free.
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gist.github.com gist.github.com
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gist.github.com gist.github.com
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www.w3.org www.w3.org
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Language Range ... matches ... does not match de de, de-CH, de-AT, de-DE, de-1901, de-AT-1901 en, fr-CH
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Because ISO code lists were not always free and because they change over time, a key idea was to create a permanent, stable registry for all of the subtags valid in a language tag.
Why was it not free???
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dba.stackexchange.com dba.stackexchange.com
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FROM test x1 LEFT JOIN test x2 ON x1.id = (x2.data->>'parent')::INT;
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Wanted: Rules for pandemic data access that everyone can trust. (2021). Nature, 594(7861), 8–8. https://doi.org/10.1038/d41586-021-01460-7
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www.bmj.com www.bmj.com
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Mahase, E. (2021). Covid-19: Government faces legal challenge over alleged suppression of school data. BMJ, 373, n1408. https://doi.org/10.1136/bmj.n1408
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dplyr.tidyverse.org dplyr.tidyverse.org
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variables or computations to group by
data-masking
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Annotators
URL
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- May 2021
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www.sciencemag.org www.sciencemag.org
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Wadman, M. (2021). Antivaccine activists use a government database on side effects to scare the public. Science. https://doi.org/10.1126/science.abj6981
Tags
- vaccine-safety
- Centers for Disease Control and Prevention
- misinformation
- data
- blood clots
- anti-vaxxer
- government
- false
- COVID-19
- bad science
- is:article
- lang:en
- VAERS
- CDC
- public
- USA
- science
- misleading
- side-effects
- antivaccine
- Fox News
- misinterpretation
- Vaccine Adverse Events Reporting System
- activism
- vaccine
- database
Annotators
URL
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On April 27, 2021, Portugal's data protection authority, the National Data Protection Commission, ordered Statistics Portugal, in carrying out the national census, to suspend processing of personal data in any third country that lacks adequate privacy protections, including the United States
Cloudflare
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www.eventbrite.com www.eventbrite.com
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Data Collection and Integration to Enhance Public Health Registration, Thu, Jun 10, 2021 at 1:00 PM | Eventbrite. (n.d.). Retrieved May 28, 2021, from https://www.eventbrite.com/e/data-collection-and-integration-to-enhance-public-health-registration-156146370999
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Wang, C. J. (2021). Contact-tracing app curbed the spread of COVID in England and Wales. Nature, d41586-021-01354–01358. https://doi.org/10.1038/d41586-021-01354-8
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The O’Reilly report suggests that the second-most significant barrier to AI adoption is a lack of quality data, with 18% of respondents saying their organization is only beginning to realize the importance of high-quality data.
Data quality is secondary in the sense that data can be cleaned but generating test data for training AI is a non-starter.
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humanitas.ai humanitas.ai
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www.theguardian.com www.theguardian.com
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No 10 ‘tried to block’ data on spread of new Covid variant in English schools | Coronavirus | The Guardian. (n.d.). Retrieved May 24, 2021, from https://www.theguardian.com/world/2021/may/22/no-10-tried-to-block-data-on-spread-of-new-covid-variant-in-english-schools
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www.connectedpapers.com www.connectedpapers.com
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The research found that working 55 hours or more a week was associated with a 35% higher risk of stroke and a 17% higher risk of dying from heart disease, compared with a working week of 35 to 40 hours.
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Annotators
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moodle.southwestern.edu moodle.southwestern.edu
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To investigate these hypotheses, I created an election-year-country dataset covering the period from the early 1990s to the present for all post- communist democracies.7 The dataset is structured as a quasi-time series of 93 parliamentary elections in 17 countries from 1991 to 2012, and the depen-dent variable is the natural log of the radical right party’s combined vote share in elections held at time t.
this is the data, her explanation of the dataset she created
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www.skyhunter.com www.skyhunter.com
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a hypermedia server might use sensors to alert users to the arrival of new material: if a sensor were attached to a document, running a new link to the document would set off the sensor
Linked data notifications?
(I like the "sensor" imagery.)
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Annotators
URL
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graph.global graph.global
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Surely RDF already has something like this...? I tried looking around briefly but couldn't find it.
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howtomeasureghosts.substack.com howtomeasureghosts.substack.com
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>Kevin Marks</span> in "@alexstamos You gave a pithy quote about 'strangers' which downplayed the sustained attempts by the social silos to gather and document our lives in their dossiers and cash in on it. @matlock explains more here https://t.co/lo4dG4CuqV" / Twitter (<time class='dt-published'>05/18/2021 19:32:39</time>)</cite></small>
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www.global-solutions-initiative.org www.global-solutions-initiative.org
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>Maria Farrell</span> in What is Ours is Only Ours to Give — Crooked Timber (<time class='dt-published'>05/18/2021 11:28:17</time>)</cite></small>
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www.dougengelbart.org www.dougengelbart.org
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Draft notes, E-mail, plans, source code, to-do lists, what have you
The personal nature of this information means that users need control of their information. Tim Berners-Lee's Solid (Social Linked Data) project) looks like it could do some of this stuff.
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www.frontiersin.org www.frontiersin.org
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Di Sebastiano, K. M., Chulak-Bozzer, T., Vanderloo, L. M., & Faulkner, G. (2020). Don’t Walk So Close to Me: Physical Distancing and Adult Physical Activity in Canada. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.01895
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data-collective.org.uk data-collective.org.uk
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URL
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www.nytimes.com www.nytimes.com
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Kramer, J. (2021, May 7). In Covid Vaccine Data, L.G.B.T.Q. People Fear Invisibility. The New York Times. https://www.nytimes.com/2021/05/07/health/coronavirus-lgbtq.html
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Jacobson Vann, J. C., Jacobson, R. M., Coyne‐Beasley, T., Asafu‐Adjei, J. K., & Szilagyi, P. G. (2018). Patient reminder and recall interventions to improve immunization rates. The Cochrane Database of Systematic Reviews, 2018(1). https://doi.org/10.1002/14651858.CD003941.pub3
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wintoncentre.maths.cam.ac.uk wintoncentre.maths.cam.ac.uk
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Winton Centre Cambridge. (n.d.). Retrieved May 12, 2021, from https://wintoncentre.maths.cam.ac.uk/news/latest-data-mhra-blood-clots-associated-astra-zeneca-covid-19-vaccine/
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psyarxiv.com psyarxiv.com
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Westgate, Erin, Nick Buttrick, Yijun Lin, and Gaelle Milad El Helou. ‘Pandemic Boredom: Predicting Boredom and Its Consequences during Self-Isolation and Quarantine’. PsyArXiv, 11 May 2021. https://doi.org/10.31234/osf.io/78kma.
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communityfoundations.ca communityfoundations.ca
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twitter.com twitter.com
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Darren Dahly on Twitter. (n.d.). Twitter. Retrieved 1 May 2021, from https://twitter.com/statsepi/status/1385127211699691520
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twitter.com twitter.com
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ReconfigBehSci on Twitter. (n.d.). Twitter. Retrieved 1 March 2021, from https://twitter.com/SciBeh/status/1351197475282022404
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Ashokkumar, A., & Pennebaker, J. W. (2021). The Social and Psychological Changes of the First Months of COVID-19. PsyArXiv. https://doi.org/10.31234/osf.io/a34qp
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opportunityinsights.org opportunityinsights.org
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The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data. (2020, May 7). Opportunity Insights. https://opportunityinsights.org/paper/tracker/
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twitter.com twitter.com
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ReconfigBehSci. (2020, November 18). @danielmabuse yes, we all make mistakes, but a responsible actor also factors the kinds of mistakes she is prone to making into decisions on what actions to take: I’m not that great with my hands, so I never contemplated being a neuro-surgeon. Not everyone should be a public voice on COVID [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1329002783094296577
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twitter.com twitter.comTwitter1
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Robert Colvile. (2021, February 16). The vaccine passports debate is a perfect illustration of my new working theory: That the most important part of modern government, and its most important limitation, is database management. Please stick with me on this—It’s much more interesting than it sounds. (1/?) [Tweet]. @rcolvile. https://twitter.com/rcolvile/status/1361673425140543490
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twitter.com twitter.com
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Stephan Lewandowsky. (2021, March 6). 25 March deadline for submissions to our ‘special track’ https://t.co/qwLxCCSjks at Data for Policy conference, 14-16 September at UCL. Please consider submitting @SciBeh @stefanmherzog @Sander_vdLinden https://t.co/A8KSC1Tkh9 [Tweet]. @STWorg. https://twitter.com/STWorg/status/1368280722709110789
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twitter.com twitter.com
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Tommy Shane on Twitter. (n.d.). Twitter. Retrieved 14 February 2021, from https://twitter.com/tommyshane/status/1357385093514461184
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘the SciBeh initiative is about bringing knowledge to policy makers and the general public, but I have to say this advert I just came across worries me: Where are the preceding data integrity and data analysis classes? Https://t.co/5LwkC1SVyF’ / Twitter. (n.d.). Retrieved 18 February 2021, from https://twitter.com/SciBeh/status/1362344945697308674
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twitter.com twitter.com
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Jens von Bergmann on Twitter. (n.d.). Twitter. Retrieved 3 March 2021, from https://twitter.com/vb_jens/status/1329450564019761156
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>Maria Farrell</span> in What is Ours is Only Ours to Give — Crooked Timber (<time class='dt-published'>05/06/2021 13:32:31</time>)</cite></small>
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www.ianbrown.tech www.ianbrown.tech
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>Maria Farrell</span> in What is Ours is Only Ours to Give — Crooked Timber (<time class='dt-published'>05/06/2021 13:32:31</time>)</cite></small>
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psyarxiv.com psyarxiv.com
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Rohrer, J. M., Schmukle, S., & McElreath, R. (2021). The Only Thing That Can Stop Bad Causal Inference Is Good Causal Inference. PsyArXiv. https://doi.org/10.31234/osf.io/mz5jx
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twitter.com twitter.com
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ReconfigBehSci. (2021, May 4). RT @CT_Bergstrom: In today’s much-discussed @nytimes story from @apoorva_nyc (https://t.co/WoyAuPyQNt) there is a graph that I find quite p… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1389740184158183427
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www.propublica.org www.propublica.org
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Martin, N. (n.d.). Nobody Accurately Tracks Health Care Workers Lost to COVID-19. So She Stays Up At Night Cataloging the Dead. ProPublica. Retrieved March 1, 2021, from https://www.propublica.org/article/nobody-accurately-tracks-health-care-workers-lost-to-covid-19-so-she-stays-up-at-night-cataloging-the-dead?token=k0iWSlfCBQl5DBRfyvJNIuVaKXSL22HN
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www.quantamagazine.org www.quantamagazine.org
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Cepelewicz, J. (n.d.). The Hard Lessons of Modeling the Coronavirus Pandemic. Quanta Magazine. Retrieved February 11, 2021, from https://www.quantamagazine.org/the-hard-lessons-of-modeling-the-coronavirus-pandemic-20210128/
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NERVTAG paper on COVID-19 variant of concern B.1.1.7. (n.d.). GOV.UK. Retrieved March 1, 2021, from https://www.gov.uk/government/publications/nervtag-paper-on-covid-19-variant-of-concern-b117
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Ross, J. S. (2021). Covid-19, open science, and the CVD-COVID-UK initiative. BMJ, 373, n898. https://doi.org/10.1136/bmj.n898
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The Data Visualizations Behind COVID-19 Skepticism. (n.d.). The Data Visualizations Behind COVID-19 Skepticism. Retrieved March 27, 2021, from http://vis.csail.mit.edu/covid-story/
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- Apr 2021
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twitter.com twitter.com
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Benjy Renton on Twitter: “For those who are wondering: There is a slight association (r = 0.34) between the percentage a county voted for Trump in 2020 and estimated hesitancy levels. As @JReinerMD mentioned, GOP state, county and local levels need to do their part to promote vaccination. Https://t.co/ZY2lUqHgLd” / Twitter. (n.d.). Retrieved April 28, 2021, from https://twitter.com/bhrenton/status/1382330404586274817
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twitter.com twitter.com
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Seth Trueger. (2021, April 16). *far lower than expectations that’s < 1 in 10k, which is way better than 95% https://t.co/mxQ84MFKc2 [Tweet]. @MDaware. https://twitter.com/MDaware/status/1383065988204220419
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twitter.com twitter.com
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Mehdi Hasan. (2021, April 12). ‘Given you acknowledged...in March 2020 that Asian countries were masking up at the time, saying we shouldn’t mask up as well was a mistake, wasn’t it... At the time, not just in hindsight?’ My question to Dr Fauci. Listen to his very passionate response: Https://t.co/BAf4qp0m6G [Tweet]. @mehdirhasan. https://twitter.com/mehdirhasan/status/1381405233360814085
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Zur Studie der Heinrich-Böll Stiftung vom Dezember, die jetzt vom IPCC debattiert wird.
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twitter.com twitter.com
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(20) Carolyn Barber, MD on Twitter: ‘@VincentRK Thank you. Very helpful. Retweeting this which lines up with your UK data. Https://t.co/ECNaGuqiaB’ / Twitter. (n.d.). Retrieved 24 April 2021, from https://twitter.com/cbarbermd/status/1381407627884695556
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Tollefson, J. (2021, April 16). The race to curb the spread of COVID vaccine disinformation. Nature. https://www.nature.com/articles/d41586-021-00997-x?error=cookies_not_supported&code=0d3302c0-59b3-4065-8835-2a6d99ca35cc
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investors.modernatx.com investors.modernatx.com
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Moderna Provides Clinical and Supply Updates on COVID-19 Vaccine Program Ahead of 2nd Annual Vaccines Day. (2021, April 13). Moderna, Inc. https://investors.modernatx.com/news-releases/news-release-details/moderna-provides-clinical-and-supply-updates-covid-19-vaccine
Tags
- data
- efficacy
- COVID-19
- press release
- booster
- vaccination
- supply
- moderna
- biotechnology
- lang:en
- dose
- antibody
- is:webpage
- clinical
- variant
- global
Annotators
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arxiv.org arxiv.org
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Yang, K.-C., Pierri, F., Hui, P.-M., Axelrod, D., Torres-Lugo, C., Bryden, J., & Menczer, F. (2020). The COVID-19 Infodemic: Twitter versus Facebook. ArXiv:2012.09353 [Cs]. http://arxiv.org/abs/2012.09353
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journals.sagepub.com journals.sagepub.com
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Scheel, Anne M., Mitchell R. M. J. Schijen, and Daniël Lakens. ‘An Excess of Positive Results: Comparing the Standard Psychology Literature With Registered Reports’. Advances in Methods and Practices in Psychological Science 4, no. 2 (1 April 2021): 25152459211007468. https://doi.org/10.1177/25152459211007467.
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blogs.bmj.com blogs.bmj.com
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Nabavi, N., & Dobson, J. (2021, April 21). Covid-19 new variants—known unknowns. The BMJ Opinion. https://blogs.bmj.com/bmj/2021/04/21/covid-19-new-variants-known-unknowns/?utm_campaign=shareaholic&utm_medium=twitter&utm_source=socialnetwork
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www.nejm.org www.nejm.org
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Shimabukuro, Tom T., Shin Y. Kim, Tanya R. Myers, Pedro L. Moro, Titilope Oduyebo, Lakshmi Panagiotakopoulos, Paige L. Marquez, et al. ‘Preliminary Findings of MRNA Covid-19 Vaccine Safety in Pregnant Persons’. New England Journal of Medicine 0, no. 0 (21 April 2021): null. https://doi.org/10.1056/NEJMoa2104983.
Tags
- pregnant
- women
- preliminary
- fever
- birth
- neonatal
- data
- research
- Vaccine Adverse Event Reporting System
- COVID-19
- vaccination
- is:article
- preterm
- lang:en
- injection
- VAERS
- v-safe pregnancy registry
- infant
- v-safe after vaccination health checker
- pain
- abortion
- myalgia
- headache
- mRNA
- chills
- safety
- maternal
- medicine
Annotators
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www.geeksforgeeks.org www.geeksforgeeks.org
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Drop missing values from the dataframeIn this method we can see that by using dropmissing() method, we are able to remove the rows having missing values in the data frame. Drop missing values is good for those datasets which are large enough to miss some data that will not affect the prediction and it’s not good for small datasets it may lead to underfitting the models.
Listwise Deletion
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www.thelancet.com www.thelancet.com
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Ten scientific reasons in support of airborne transmission of SARS-CoV-2—The Lancet. (n.d.). Retrieved April 19, 2021, from https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00869-2/fulltext
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Local file Local file
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Taquet, M. (2021, April 15). COVID-19 and cerebral venous thrombosis: a retrospective cohort study of 513,284 confirmed COVID-19 cases. https://doi.org/10.17605/OSF.IO/H2MT7
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www.imperial.ac.uk www.imperial.ac.uk
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More transmissible and evasive SARS-CoV-2 variant growing rapidly in Brazil | Imperial News | Imperial College London. (n.d.). Imperial News. Retrieved 18 April 2021, from https://www.imperial.ac.uk/news/216053/more-transmissible-evasive-sarscov2-variant-growing/
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ec.europa.eu ec.europa.eu
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ec.europa.eu ec.europa.eu
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GDP & main components pin EU countries.
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ec.europa.eu ec.europa.eu
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twitter.com twitter.com
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Jeremy Faust MD MS (ER physician) on Twitter: “Let’s talk about the background risk of CVST (cerebral venous sinus thrombosis) versus in those who got J&J vaccine. We are going to focus in on women ages 20-50. We are going to compare the same time period and the same disease (CVST). DEEP DIVE🧵 KEY NUMBERS!” / Twitter. (n.d.). Retrieved April 15, 2021, from https://twitter.com/jeremyfaust/status/1382536833863651330
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www.dataprotectionreport.com www.dataprotectionreport.com
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www.pnas.org www.pnas.org
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West, J. D., & Bergstrom, C. T. (2021). Misinformation in and about science. Proceedings of the National Academy of Sciences, 118(15). https://doi.org/10.1073/pnas.1912444117
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www.theguardian.com www.theguardian.com
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UCL team’s claim that herd immunity set to be achieved in UK disputed | Coronavirus | The Guardian. (n.d.). Retrieved April 12, 2021, from https://www.theguardian.com/world/2021/apr/09/ucl-team-claim-covid-19-herd-immunity-achieved-uk-disputed-scientists
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www.washingtonpost.com www.washingtonpost.com
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Emails show Trump officials celebrate efforts to change CDC reports on coronavirus—The Washington Post. (n.d.). Retrieved April 12, 2021, from https://www.washingtonpost.com/health/2021/04/09/cdc-covid-political-interference/
Tags
- politics
- Trump
- Donald Trump
- scientific integrity
- Centers for Disease Control and Prevention
- schools
- political interference
- misinformation
- data
- scientific practice
- scientific advice
- government
- COVID-19
- bad science
- is:article
- lang:en
- CDC
- public health
- economy
- children
- response
- USA
- science
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Covid: Red states vaccinating at lower rate than blue states—CNNPolitics. (n.d.). Retrieved April 12, 2021, from https://edition.cnn.com/2021/04/10/politics/vaccinations-state-analysis/
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www.theguardian.com www.theguardian.com
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UK’s Covid vaccine programme on track despite AstraZeneca problems | Vaccines and immunisation | The Guardian. (n.d.). Retrieved April 12, 2021, from https://www.theguardian.com/society/2021/apr/11/uks-covid-vaccine-programme-on-track-despite-astrazeneca-problems
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