- Apr 2021
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reallifemag.com reallifemag.com
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The privacy policy — unlocking the door to your profile information, geodata, camera, and in some cases emails — is so disturbing that it has set off alarms even in the tech world.
This Intercept article covers some of the specific privacy policy concerns Barron hints at here. The discussion of one of the core patents underlying the game, which is described as a “System and Method for Transporting Virtual Objects in a Parallel Reality Game" is particularly interesting. Essentially, this system generates revenue for the company (in this case Niantic and Google) through the gamified collection of data on the real world - that selfie you took with squirtle is starting to feel a little bit less innocent in retrospect...
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Yelp, like Google, makes money by collecting consumer data and reselling it to advertisers.
This sentence reminded me of our "privacy checkup" activity from week 7 and has made me want to go and review the terms of service for some of the companies featured in this article- I don't use yelp, but Venmo and Lyft are definitely keeping track of some of my data.
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med.stanford.edu med.stanford.edu
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The insertion of an algorithm’s predictions into the patient-physician relationship also introduces a third party, turning the relationship into one between the patient and the health care system. It also means significant changes in terms of a patient’s expectation of confidentiality. “Once machine-learning-based decision support is integrated into clinical care, withholding information from electronic records will become increasingly difficult, since patients whose data aren’t recorded can’t benefit from machine-learning analyses,” the authors wrote.
There is some work being done on federated learning, where the algorithm works on decentralised data that stays in place with the patient and the ML model is brought to the patient so that their data remains private.
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medium.com medium.com
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To improve the usability of text fields and to determine which text field variables to alter, our researchers and designers conducted two studies between November 2016 and February 2017, with actual users.
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You might not always notice, but Material Design is constantly evolving and iterating based on research.
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www.peakgrantmaking.org www.peakgrantmaking.org
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foundation.mozilla.org foundation.mozilla.org
- Mar 2021
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www.theatlantic.com www.theatlantic.com
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The scholars Nick Couldry and Ulises Mejias have called it “data colonialism,” a term that reflects our inability to stop our data from being unwittingly extracted.
I've not run across data colonialism before.
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www.bloomberg.com www.bloomberg.com
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Younger Brazilians Are Dying From Covid in an Alarming New Shift. (2021, March 26). Bloomberg.Com. https://www.bloomberg.com/news/articles/2021-03-26/younger-brazilians-are-dying-from-covid-in-an-alarming-new-shift
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tatianamac.com tatianamac.com
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Visualise written content into a more dynamic way. Many people, some neurodivergent folks especially, benefit from information being distilled into diagrams, comics, or less word-dense formats. Visuals can also benefit people who might not read/understand the language you wrote it in. They can also be an effective lead-in to your long-form from visually-driven avenues like Pinterest or Instagram.
This is also a great exercise for readers and learners. If the book doesn't do this for you already, spend some time to annotate it or do it yourself.
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science.sciencemag.org science.sciencemag.org
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Monod, Mélodie, Alexandra Blenkinsop, Xiaoyue Xi, Daniel Hebert, Sivan Bershan, Simon Tietze, Marc Baguelin, et al. ‘Age Groups That Sustain Resurging COVID-19 Epidemics in the United States’. Science 371, no. 6536 (26 March 2021). https://doi.org/10.1126/science.abe8372.
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www.medrxiv.org www.medrxiv.org
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Ioannidis, John P. A. (2020) ‘The Infection Fatality Rate of COVID-19 Inferred from Seroprevalence Data’. MedRxiv. https://doi.org/10.1101/2020.05.13.20101253.
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data.cdc.gov data.cdc.gov
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Calgary, Open. ‘COVID-19 Case Surveillance Public Use Data with Geography | Data | Centers for Disease Control and Prevention’. Accessed 26 March 2021. https://data.cdc.gov/Case-Surveillance/COVID-19-Case-Surveillance-Public-Use-Data-with-Ge/n8mc-b4w4.
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theconversation.com theconversation.com
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Hale, Thomas. ‘What We Learned from Tracking Every COVID Policy in the World’. The Conversation. Accessed 26 March 2021. http://theconversation.com/what-we-learned-from-tracking-every-covid-policy-in-the-world-157721.
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github.com github.com
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The repository also contains the datasets used in our experiments, in JSON format. These are in the data folder.
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en.wikipedia.org en.wikipedia.org
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In computer science, a tree is a widely used abstract data type that simulates a hierarchical tree structure
a tree (data structure) is the computer science analogue/dual to tree structure in mathematics
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en.wikipedia.org en.wikipedia.org
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graph theory is the study of graphs, which are mathematical structures used to model pairwise relations between objects
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www.nature.com www.nature.com
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Nsoesie, E. O., Oladeji, O., Abah, A. S. A., & Ndeffo-Mbah, M. L. (2021). Forecasting influenza-like illness trends in Cameroon using Google Search Data. Scientific Reports, 11(1), 6713. https://doi.org/10.1038/s41598-021-85987-9
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scholar.google.com scholar.google.com
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Webpages for hundreds of hospitals require users to click through to find prices, undermining federal transparency rule, Journal analysis shows
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puntofisso.net puntofisso.net
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www.theguardian.com www.theguardian.com
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Carl Bergstrom: “People are using data to bullshit.” (2020, August 1). The Guardian. http://www.theguardian.com/science/2020/aug/01/carl-bergstrom-people-are-using-data-to-bullshit
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journals.sagepub.com journals.sagepub.com
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Hoogeveen, S., Sarafoglou, A., & Wagenmakers, E.-J. (2020). Laypeople Can Predict Which Social-Science Studies Will Be Replicated Successfully: Advances in Methods and Practices in Psychological Science. https://doi.org/10.1177/2515245920919667
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www.newscientist.com www.newscientist.com
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Stokel-Walker, C. (n.d.). Concerns raised about pubs collecting data for coronavirus tracing. New Scientist. Retrieved June 25, 2020, from https://www.newscientist.com/article/2246965-concerns-raised-about-pubs-collecting-data-for-coronavirus-tracing/
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twitter.com twitter.com
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Carl T. Bergstrom on Twitter. (n.d.). Twitter. Retrieved 19 February 2021, from https://twitter.com/CT_Bergstrom/status/1357799981977985025
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twitter.com twitter.com
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ReconfigBehSci. (2021, January 14). RT @d_spiegel: Extraordinary data from Scotland on excess deaths by cause and location in 2020 https://t.co/41KClWvMyr 6,686 deaths involvi… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1349741040664776706
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www.sciencedirect.com www.sciencedirect.com
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Perra, N. (2021). Non-pharmaceutical interventions during the COVID-19 pandemic: A review. Physics Reports. https://doi.org/10.1016/j.physrep.2021.02.001
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twitter.com twitter.com
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OC. (2021, January 22). Leadership. One of the most important and non-trivial steps taken by @JoeBiden is the decision to prioritize the protection of those at the highest risk. In Israel, our analysis shows that municipalities at low SES have the lowest rates of vaccination of at-risk populations.1/4 https://t.co/1aiqymQlMQ [Tweet]. @MDCaspi. https://twitter.com/MDCaspi/status/1352590064900038662
Tags
- high risk
- pandemic
- vaccination
- infections
- vaccine
- metric
- education
- healthcare
- policy experts
- lang:en
- data
- virus cases
- elders
- reduction
- vulnerable
- transparency
- accurate
- lower socio-economic status
- rates
- is:tweet
- municipalities
- data scientists
- COVID-19
- policy makers
- Israel
- leadership
Annotators
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twitter.com twitter.com
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Ashish K. Jha, MD, MPH. (2020, December 12). Michigan vs. Ohio State Football today postponed due to COVID But a comparison of MI vs OH on COVID is useful Why? While vaccines are coming, we have 6-8 hard weeks ahead And the big question is—Can we do anything to save lives? Lets look at MI, OH for insights Thread [Tweet]. @ashishkjha. https://twitter.com/ashishkjha/status/1337786831065264128
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scholarphi.org scholarphi.org
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>hyperlink.academy</span> in The Future of Textbooks (<time class='dt-published'>03/18/2021 23:54:19</time>)</cite></small>
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journals.lww.com journals.lww.com
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Clinical Data Systems to Support Public Health Practice: A National Survey of Software and Storage Systems Among Local Health Departments
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www.theguardian.com www.theguardian.com
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the Guardian. ‘There’s No Proof the Oxford Vaccine Causes Blood Clots. So Why Are People Worried? | David Spiegelhalter’, 15 March 2021. http://www.theguardian.com/commentisfree/2021/mar/15/evidence-oxford-vaccine-blood-clots-data-causal-links.
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www.thelancet.com www.thelancet.com
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Vijayasingham, L., Bischof, E., & Wolfe, J. (2021). Sex-disaggregated data in COVID-19 vaccine trials. The Lancet, 397(10278), 966–967. https://doi.org/10.1016/S0140-6736(21)00384-6
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www.pnas.org www.pnas.org
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Hong, B., Bonczak, B. J., Gupta, A., Thorpe, L. E., & Kontokosta, C. E. (2021). Exposure density and neighborhood disparities in COVID-19 infection risk. Proceedings of the National Academy of Sciences, 118(13). https://doi.org/10.1073/pnas.2021258118
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Coenen, A., & Gureckis, T. (2021). The distorting effects of deciding to stop sampling information. PsyArXiv. https://doi.org/10.31234/osf.io/tbrea
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www.nature.com www.nature.com
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Guglielmi, G. (2020). Coronavirus and public holidays: What the data say. Nature, 588(7839), 549–549. https://doi.org/10.1038/d41586-020-03545-1
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www.nature.com www.nature.com
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Savaris, R. F., G. Pumi, J. Dalzochio, and R. Kunst. ‘Stay-at-Home Policy Is a Case of Exception Fallacy: An Internet-Based Ecological Study’. Scientific Reports 11, no. 1 (5 March 2021): 5313. https://doi.org/10.1038/s41598-021-84092-1.
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www.thelancet.com www.thelancet.com
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Varsavsky, Thomas, Mark S. Graham, Liane S. Canas, Sajaysurya Ganesh, Joan Capdevila Pujol, Carole H. Sudre, Benjamin Murray, et al. ‘Detecting COVID-19 Infection Hotspots in England Using Large-Scale Self-Reported Data from a Mobile Application: A Prospective, Observational Study’. The Lancet Public Health 6, no. 1 (1 January 2021): e21–29. https://doi.org/10.1016/S2468-2667(20)30269-3.
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twitter.com twitter.com
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ReconfigBehSci. ‘RT @rypan: After 365 Days of Aggregating COVID Data, the Volunteers at Https://T.Co/Bhl4cjts8N Are Passing the Baton Back to @HHSGov & @CDC…’. Tweet. @SciBeh (blog), 9 March 2021. https://twitter.com/SciBeh/status/1369567816026841088.
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Weber, Hannah Recht, Lauren. ‘As Vaccine Rollout Expands, Black Americans Still Left Behind’. Kaiser Health News (blog), 29 January 2021. https://khn.org/news/article/as-vaccine-rollout-expands-black-americans-still-left-behind/.
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quillette.com quillette.com
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Quillette. ‘Rise of the Coronavirus Cranks’, 16 January 2021. https://quillette.com/2021/01/16/rise-of-the-coronavirus-cranks/.
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arxiv.org arxiv.org
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Gupta, Prateek, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, et al. ‘COVI-AgentSim: An Agent-Based Model for Evaluating Methods of Digital Contact Tracing’. ArXiv:2010.16004 [Cs], 29 October 2020. http://arxiv.org/abs/2010.16004.
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jedkolko.com jedkolko.com
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Jed. ‘The Geography of the COVID19 Third Wave | Jed Kolko’. Accessed 25 February 2021. http://jedkolko.com/2020/10/18/the-geography-of-the-covid19-third-wave/.
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www.washingtonpost.com www.washingtonpost.com
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Long, Heather. ‘Millions of Americans Are Heading into the Holidays Unemployed and over $5,000 behind on Rent’. Washington Post. Accessed 26 February 2021. https://www.washingtonpost.com/business/2020/12/07/unemployed-debt-rent-utilities/.
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www.census.gov www.census.gov
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U.S. Census Bureau. (2021, February 4). Small Business Pulse Survey Shows Shift in Expectations from Spring to Winter. The United States Census Bureau. https://www.census.gov/library/stories/2021/01/small-business-pulse-survey-shows-shift-in-expectations-from-spring-to-winter.html?utm_campaign=20210126msacos1ccstors&utm_medium=email&utm_source=govdelivery
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www.washingtonpost.com www.washingtonpost.com
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Meckler, L. (2021, January 26). CDC finds scant spread of coronavirus in schools with precautions in place. Washington Post. https://www.washingtonpost.com/education/cdc-school-virus-spread/2021/01/26/bf949222-5fe6-11eb-9061-07abcc1f9229_story.html?wpmk=1&wpisrc=al_news__alert-hse--alert-national&utm_source=alert&utm_medium=email&utm_campaign=wp_news_alert_revere&location=alert&pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJjb29raWVuYW1lIjoid3BfY3J0aWQiLCJpc3MiOiJDYXJ0YSIsImNvb2tpZXZhbHVlIjoiNWE0ZTVmZjg5YmJjMGYwMzU5M2MxMzQ0IiwidGFnIjoid3BfbmV3c19hbGVydF9yZXZlcmUiLCJ1cmwiOiJodHRwczovL3d3dy53YXNoaW5ndG9ucG9zdC5jb20vZWR1Y2F0aW9uL2NkYy1zY2hvb2wtdmlydXMtc3ByZWFkLzIwMjEvMDEvMjYvYmY5NDkyMjItNWZlNi0xMWViLTkwNjEtMDdhYmNjMWY5MjI5X3N0b3J5Lmh0bWw_d3Btaz0xJndwaXNyYz1hbF9uZXdzX19hbGVydC1oc2UtLWFsZXJ0LW5hdGlvbmFsJnV0bV9zb3VyY2U9YWxlcnQmdXRtX21lZGl1bT1lbWFpbCZ1dG1fY2FtcGFpZ249d3BfbmV3c19hbGVydF9yZXZlcmUmbG9jYXRpb249YWxlcnQifQ.lDTv2Ht4JO64K3NlGmF4Uk3pW4oGuD4Vetm18lpknHY
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- united states
- transmission
- CDC
- mask
- prevention
- is:news
- data
- social distancing
- education
- asymptomatic
- COVID-19
- policy
- lang:en
- sports
- remote schooling
Annotators
URL
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www.sciencedirect.com www.sciencedirect.com
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Goolsbee, Austan, and Chad Syverson. ‘Fear, Lockdown, and Diversion: Comparing Drivers of Pandemic Economic Decline 2020’. Journal of Public Economics 193 (1 January 2021): 104311. https://doi.org/10.1016/j.jpubeco.2020.104311.
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media.ed.ac.uk media.ed.ac.uk
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Li, Y. (2020, October 18). Public health measures and R. Media Hopper Create. https://media.ed.ac.uk/media/1_1uhkv3uc
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McCabe, Stefan, Leo Torres, Timothy LaRock, Syed Arefinul Haque, Chia-Hung Yang, Harrison Hartle, and Brennan Klein. ‘Netrd: A Library for Network Reconstruction and Graph Distances’. ArXiv:2010.16019 [Physics], 29 October 2020. http://arxiv.org/abs/2010.16019.
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inews.co.uk inews.co.uk
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Fears for double Covid vaccine dosing as GPs left without up-to-date data amid NHS IT chaos. (2020, December 11). Inews.Co.Uk. https://inews.co.uk/news/health/covid-vaccines-fears-double-dosing-gps-nhs-it-chaos-exclusive-792346
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psyarxiv.com psyarxiv.com
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Kejriwal, M., & Shen, K. (2021, March 9). Affective Correlates of Metropolitan Food Insecurity and Misery during COVID-19. https://doi.org/10.31234/osf.io/6zxfe
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Heroy, Samuel, Isabella Loaiza, Alexander Pentland, and Neave O’Clery. ‘Controlling COVID-19: Labor Structure Is More Important than Lockdown Policy’. ArXiv:2010.14630 [Physics], 5 November 2020. http://arxiv.org/abs/2010.14630.
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Cantwell, G. T., Kirkley, A., & Newman, M. E. J. (2020). The friendship paradox in real and model networks. ArXiv:2012.03991 [Physics]. http://arxiv.org/abs/2012.03991
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www.theguardian.com www.theguardian.com
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Boseley, S. (2021, March 15). Coronavirus: report scathing on UK government’s handling of data. The Guardian. https://www.theguardian.com/world/2021/mar/15/mp-report-scathing-on-uk-goverment-handling-and-sharing-of-covid-data
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www.forbes.com www.forbes.com
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The urgent argument for turning any company into a software company is the growing availability of data, both inside and outside the enterprise. Specifically, the implications of so-called “big data”—the aggregation and analysis of massive data sets, especially mobile
Every company is described by a set of data, financial and other operational metrics, next to message exchange and paper documents. What else we find that contributes to the simulacrum of an economic narrative will undeniably be constrained by the constitutive forces of its source data.
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en.wikipedia.org en.wikipedia.org
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The granularity of data refers to the size in which data fields are sub-divided
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aatishb.com aatishb.com
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Double-time for the world.
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www.nesta.org.uk www.nesta.org.uk
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rapidreviewscovid19.mitpress.mit.edu rapidreviewscovid19.mitpress.mit.edu
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Editorial Office · Rapid Reviews COVID-19. (n.d.). Rapid Reviews COVID-19. Retrieved 6 March 2021, from https://rapidreviewscovid19.mitpress.mit.edu/editors2
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @d_spiegel: Excellent new Covid RED dashboard from UCL https://t.co/wHMG8LzTUb Would be good to also know (a) how many contacts isolate…’ / Twitter. (n.d.). Retrieved 6 March 2021, from https://twitter.com/SciBeh/status/1323316018484305920
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medium.com medium.com
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a data donation platform that allows users of browsers to donate data on their usage of specific services (eg Youtube, or Facebook) to a platform.
This seems like a really promising pattern for many data-driven problems. Browsers can support opt-in donation to contribute their data to improve Web search, social media, recommendations, lots of services that implicitly require lots of operational data.
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twitter.com twitter.com
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DataBeers Brussels. (2020, October 26). ⏰ Our next #databeers #brussels is tomorrow night and we’ve got a few tickets left! Don’t miss out on some important and exciting talks from: 👉 @svscarpino 👉 Juami van Gils 👉 Joris Renkens 👉 Milena Čukić 🎟️ Last tickets here https://t.co/2upYACZ3yS https://t.co/jEzLGvoxQe [Tweet]. @DataBeersBru. https://twitter.com/DataBeersBru/status/1320743318234562561
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twitter.com twitter.com
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Cailin O’Connor. (2020, November 10). New paper!!! @psmaldino look at what causes the persistence of poor methods in science, even when better methods are available. And we argue that interdisciplinary contact can lead better methods to spread. 1 https://t.co/C5beJA5gMi [Tweet]. @cailinmeister. https://twitter.com/cailinmeister/status/1326221893372833793
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twitter.com twitter.com
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ReconfigBehSci. (2020, November 23). RT @lakens: Ongoing, an incredibly awesome talk on computational reproducibility by @AdinaKrik. Slides: Https://t.co/QslHW3gEtm. If you are… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1331265422109396995
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twitter.com twitter.com
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The COVID Tracking Project. (2020, November 19). Our daily update is published. States reported 1.5M tests, 164k cases, and 1,869 deaths. A record 79k people are currently hospitalized with COVID-19 in the US. Today’s death count is the highest since May 7. Https://t.co/8ps5itYiWr [Tweet]. @COVID19Tracking. https://twitter.com/COVID19Tracking/status/1329235190615474179
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twitter.com twitter.com
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Flightradar24. (2020, November 24). The skies above North America at Noon ET on the Tuesday before Thanksgiving. Active flights 2018: 6,815 2019: 7,630 2020: 6,972 📡 https://t.co/NePPWZCDVp https://t.co/WOY9j0BXpx [Tweet]. @flightradar24. https://twitter.com/flightradar24/status/1331286193875640322
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www.gov.uk www.gov.uk
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Coronavirus cases by local authority: Epidemiological data, 27 November 2020. (n.d.). GOV.UK. Retrieved 4 March 2021, from https://www.gov.uk/government/publications/coronavirus-cases-by-local-authority-epidemiological-data-27-november-2020
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guides.rubyonrails.org guides.rubyonrails.org
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These methods should be used with caution, however, because important business rules and application logic may be kept in callbacks. Bypassing them without understanding the potential implications may lead to invalid data.
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Unrealistic optimism about future life events: A cautionary note. (n.d.). Retrieved March 4, 2021, from https://psycnet.apa.org/fulltext/2010-22979-001.pdf?auth_token=a25fd4b7f008a50b15fd7b0f1fdb222fc38373f4
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data.wprdc.org data.wprdc.org
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @AdamJKucharski: Summary of NERVTAG view on new SARS-CoV-2 variant, from 18 Dec (full document here: Https://t.co/yll9beVI9A) https://t.…’ / Twitter. (n.d.). Retrieved 2 March 2021, from https://twitter.com/SciBeh/status/1341034652082036739
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www.google.co.uk www.google.co.uk
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Greene, G. (1999). The Woman who Knew Too Much: Alice Stewart and the Secrets of Radiation. University of Michigan Press.
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @AdamJKucharski: Alice Stewart on epidemiology (from: Https://t.co/mt3pAwCLXP) https://t.co/P5oI6k4HjG’ / Twitter. (n.d.). Retrieved 2 March 2021, from https://twitter.com/SciBeh/status/1341017627746050049
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twitter.com twitter.com
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David Spiegelhalter. (2020, December 17). Wow, Our World in Data now showing both Sweden and Germany having a higher daily Covid death rate than the UK https://t.co/EKx7ntil6m https://t.co/YCy4a0DrqP [Tweet]. @d_spiegel. https://twitter.com/d_spiegel/status/1339493869394780160
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twitter.com twitter.com
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Rowland Manthorpe. (2020, December 16). What’s happening with the data about the vaccine? Well, let’s put it this way: There’s a lot to sort out A THREAD on my reporting today [Tweet]. @rowlsmanthorpe. https://twitter.com/rowlsmanthorpe/status/1339347825147195392
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psyarxiv.com psyarxiv.com
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Hyland, P., Vallières, F., Shevlin, M., Bentall, R. P., McKay, R., Hartman, T. K., McBride, O., & Murphy, J. (2021). Resistance to COVID-19 vaccination has increased in Ireland and the UK during the pandemic. PsyArXiv. https://doi.org/10.31234/osf.io/ry6n4
Tags
- ireland
- pandemic
- vaccine resistance
- UK
- vaccination
- statistical analysis
- is:preprint
- vaccine
- second wave
- resistance
- social behavior
- China
- lang:en
- public health
- Russia
- longitudinal
- officials
- cross-sectional data
- communication strategies
- vaccine hesitance
- COVID-19
- statistics
- attitudes
Annotators
URL
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @PsyArXivBot: Resistance to COVID-19 vaccination has increased in Ireland and the UK during the pandemic https://t.co/AgKErDr7Yj’ / Twitter. (n.d.). Retrieved 2 March 2021, from https://twitter.com/SciBeh/status/1366707710151053312
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Szabelska, A., Pollet, T. V., Dujols, O., Klein, R. A., & IJzerman, H. (2021). A Tutorial for Exploratory Research: An Eight-Step Approach. PsyArXiv. https://doi.org/10.31234/osf.io/cy9mz
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www.bloomberg.com www.bloomberg.com
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Covid-19 Isn’t the Only Thing Shortening American Lives. (2021, February 23). Bloomberg.Com. https://www.bloomberg.com/opinion/articles/2021-02-23/covid-19-isn-t-the-only-thing-shortening-american-lives
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www.youtube.com www.youtube.com
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JAMA Network. (2020, November 6). Herd Immunity as a Coronavirus Pandemic Strategy. https://www.youtube.com/watch?v=2tsUTAWBJ9M
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twitter.com twitter.com
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Erich Neuwirth. (2020, November 11). #COVID19 #COVID19at https://t.co/9uudp013px Zu meinem heutigen Bericht sind Vorbemerkungen notwendig. Das EMS - aus dem kommen die Daten über positive Tests—Hat anscheinend ziemliche Probleme. Heute wurden viele Fälle nachgemeldet. In Wien gab es laut diesem [Tweet]. @neuwirthe. https://twitter.com/neuwirthe/status/1326556742113746950
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www.statnews.com www.statnews.com
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A hidden success in the Covid-19 mess: The internet. (2020, November 11). STAT. https://www.statnews.com/2020/11/11/a-hidden-success-in-the-covid-19-mess-the-internet/
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www.theguardian.com www.theguardian.com
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Geddes, L. (2020, November 15). Damage to multiple organs recorded in ‘long Covid’ cases. The Guardian. https://www.theguardian.com/world/2020/nov/15/damage-to-multiple-organs-recorded-in-long-covid-cases
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- Feb 2021
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thestatsgeek.com thestatsgeek.com
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Confounding vs. Effect modification – The Stats Geek. (n.d.). Retrieved February 27, 2021, from https://thestatsgeek.com/2021/01/13/confounding-vs-effect-modification/
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www.nature.com www.nature.com
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Chwalisz, C. (2021). The pandemic has pushed citizen panels online. Nature, 589(7841), 171–171. https://doi.org/10.1038/d41586-021-00046-7
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www.coursera.org www.coursera.org
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Data on blockchains are different from data on the Internet, and in one important way in particular. On the Internet most of the information is malleable and fleeting. The exact date and time of its publication isn't critical to past or future information. On a blockchain, the truth of the present relies on the details of the past. Bitcoins moving across the network have been permanently stamped from the moment of their coinage.
data on blockchain vs internet
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osf.io osf.io
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Armeni, Kristijan, Loek Brinkman, Rickard Carlsson, Anita Eerland, Rianne Fijten, Robin Fondberg, Vera Ellen Heininga, et al. ‘Towards Wide-Scale Adoption of Open Science Practices: The Role of Open Science Communities’. MetaArXiv, 6 October 2020. https://doi.org/10.31222/osf.io/7gct9.
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twitter.com twitter.com
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ReconfigBehSci. (2020, December 6). RT @statsepi: Lol ok. Https://t.co/eCPpU3Linv [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1335894181248643073
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osf.io osf.io
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Peer, L., Orr, L., & Coppock, A. (2020). Active Maintenance: A Proposal for the Long-term Computational Reproducibility of Scientific Results. SocArXiv. https://doi.org/10.31235/osf.io/8jwhk
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advances.sciencemag.org advances.sciencemag.org
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Morgan, A. C., Way, S. F., Hoefer, M. J. D., Larremore, D. B., Galesic, M., & Clauset, A. (2021). The unequal impact of parenthood in academia. Science Advances, 7(9), eabd1996. https://doi.org/10.1126/sciadv.abd1996
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Dickie, Mure, and John Burn-Murdoch. ‘Scotland Reaps Dividend of Covid Response That Diverged from England’, 25 February 2021. https://www.ft.com/content/e1eddd2f-cb0b-4c7a-8872-2783810fae8d.
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the-turing-way.netlify.com the-turing-way.netlify.comWelcome1
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github.com github.com
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Tree Navigation
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www.nature.com www.nature.com
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Chande, A., Lee, S., Harris, M., Nguyen, Q., Beckett, S. J., Hilley, T., Andris, C., & Weitz, J. S. (2020). Real-time, interactive website for US-county-level COVID-19 event risk assessment. Nature Human Behaviour, 4(12), 1313–1319. https://doi.org/10.1038/s41562-020-01000-9
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twitter.com twitter.com
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ReconfigBehSci. (2021, January 12). RT @shaunabrail: Our 4th dashboard launches today at https://t.co/tBn16KDr6h. It focuses on changes in work, revealing a range of employmen… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1349058908023873538
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twitter.com twitter.com
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Dr Elaine Toomey on Twitter. (n.d.). Twitter. Retrieved 24 February 2021, from https://twitter.com/ElaineToomey1/status/1357343820417933316
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twitter.com twitter.com
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Christina Pagel. (2021, February 23). 1. LONG THREAD ON COVID, LOCKDOWN & THE ROADMAP: TLDR: There’s a lot to like about the roadmap – but it could be & should be made much more effective. Because this will be tying current situation to the roadmap, I’m concentrating on English data Read on… (22 tweets—Sorry) [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1364019581971558401
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trailblazer.to trailblazer.to
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Trailblazer will automatically create a new Context object around your custom input hash. You can write to that without interferring with the original context.
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twitter.com twitter.com
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IrrationalLabs. (2021, February 3). We designed an intervention that reduced shares of flagged content on TikTok by 24% via a large scale RCT, thread 👇1/7 [Tweet]. @IrrationalLabs. https://twitter.com/IrrationalLabs/status/1357033901311451140
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en.wikipedia.org en.wikipedia.org
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A type constructor M that builds up a monadic type M T
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Monads achieve this by providing their own data type (a particular type for each type of monad), which represents a specific form of computation
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en.wikipedia.org en.wikipedia.org
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Purely functional programming may also be defined by forbidding state changes and mutable data.
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Purely functional data structures are persistent. Persistency is required for functional programming; without it, the same computation could return different results.
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trailblazer.to trailblazer.to
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What this means is: I better refrain from writing a new book and we rather focus on more and better docs.
I'm glad. I didn't like that the book (which is essentially a form of documentation/tutorial) was proprietary.
I think it's better to make documentation and tutorials be community-driven free content
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ather, data is passed around from operation to operation, from step to step. We use OOP and inheritance solely for compile-time configuration. You define classes, steps, tracks and flows, inherit those, customize them using Ruby’s built-in mechanics, but this all happens at compile-time. At runtime, no structures are changed anymore, your code is executed dynamically but only the ctx (formerly options) and its objects are mutated. This massively improves the code quality and with it, the runtime stability
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psyarxiv.com psyarxiv.com
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Aczel, Balazs, Marton Kovacs, and Rink Hoekstra. ‘The Role of Human Fallibility in Psychological Research: A Survey of Mistakes in Data Management’. PsyArXiv, 5 November 2020. https://doi.org/10.31234/osf.io/xcykz.
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assets.publishing.service.gov.uk assets.publishing.service.gov.uk
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GOV.UK. „Investigation of Novel SARS-CoV-2 Variant: Variant of Concern 202012/01“. Zugegriffen 22. Februar 2021. https://www.gov.uk/government/publications/investigation-of-novel-sars-cov-2-variant-variant-of-concern-20201201.
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- mutation
- virus
- surveillance
- UK
- transmission
- tracking
- healtcare
- public health
- technical
- COVID-19
- briefing
- data
- investigation
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crystalprisonzone.blogspot.com crystalprisonzone.blogspot.com
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Joe. (2021, January 26). Crystal Prison Zone: I tried to report scientific misconduct. How did it go? Crystal Prison Zone. http://crystalprisonzone.blogspot.com/2021/01/i-tried-to-report-scientific-misconduct.html
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- false
- is:blog
- unreliable
- significant
- table
- non-signficant
- science
- correction
- lang:en
- outcome
- value
- data
- misconduct
- result
- self-correction
- statistic
- forge
- scientific
- test
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www.youtube.com www.youtube.com
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otra prueba de hypothesis en youtube
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www.youtube.com www.youtube.com
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Miguel Andariego comentó en este momento:
Sería mejor arrancar con Duckduckgo para no promover del todo al gigante.
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twitter.com twitter.com
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Kit Yates. (2021, January 22). Is this lockdown 3.0 as tough as lockdown 1? Here are a few pieces of data from the @IndependentSage briefing which suggest that despite tackling a much more transmissible virus, lockdown is less strict, which might explain why we are only just keeping on top of cases. [Tweet]. @Kit_Yates_Maths. https://twitter.com/Kit_Yates_Maths/status/1352662085356937216
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www.thelancet.com www.thelancet.com
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Li, You, Harry Campbell, Durga Kulkarni, Alice Harpur, Madhurima Nundy, Xin Wang, and Harish Nair. ‘The Temporal Association of Introducing and Lifting Non-Pharmaceutical Interventions with the Time-Varying Reproduction Number (R) of SARS-CoV-2: A Modelling Study across 131 Countries’. The Lancet Infectious Diseases 21, no. 2 (1 February 2021): 193–202. https://doi.org/10.1016/S1473-3099(20)30785-4.
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www.washingtonpost.com www.washingtonpost.com
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Dam, A. V. (n.d.). Analysis | We’ve been cooped up with our families for almost a year. This is the result. Washington Post. Retrieved 18 February 2021, from https://www.washingtonpost.com/road-to-recovery/2021/02/16/pandemic-togetherness-never-have-so-many-spent-so-much-time-with-so-few/
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- human behaviour
- is:blog
- pandemic
- house
- family
- children
- isolation
- COVID-19
- lockdown
- home
- lang:en
- USA
- togetherness
- data
- children and family
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twitter.com twitter.com
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David Speigelhalter. (2021, January 26). @d_spiegel: COVID deaths within 28 days of +ve test may reach 100,000 today. But ONS data https://t.co/I4GVcUncll show that over 100,00… [Tweet]. https://twitter.com/d_spiegel/status/1354021097822425093?s=20
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Excel: Why using Microsoft’s tool caused Covid-19 results to be lost. (2020, October 5). BBC News. https://www.bbc.com/news/technology-54423988
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psyarxiv.com psyarxiv.com
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Lo, C., Mani, N., Kartushina, N., Mayor, J., & Hermes, J. (2021, February 11). e-Babylab: An Open-source Browser-based Tool for Unmoderated Online Developmental Studies. https://doi.org/10.31234/osf.io/u73sy
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en.wikipedia.org en.wikipedia.org
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This is done to separate internal representations of information from the ways information is presented to and accepted from the user.
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psyarxiv.com psyarxiv.com
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Lakens, D. (2021). Sample Size Justification. PsyArXiv. https://doi.org/10.31234/osf.io/9d3yf
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www.timesofisrael.com www.timesofisrael.com
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Jeffay, N. (n.d.). Israel sees 60% drop in hospitalizations for age 60-plus 3 weeks after 1st shot. Retrieved 16 February 2021, from https://www.timesofisrael.com/israel-sees-60-drop-in-hospitalizations-for-over-60s-in-weeks-after-vaccination/
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www.thelancet.com www.thelancet.com
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Huang, C., Wang, Y., Li, X., Ren, L., Zhao, J., Hu, Y., Zhang, L., Fan, G., Xu, J., Gu, X., Cheng, Z., Yu, T., Xia, J., Wei, Y., Wu, W., Xie, X., Yin, W., Li, H., Liu, M., … Cao, B. (2020). Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. The Lancet, 395(10223), 497–506. https://doi.org/10.1016/S0140-6736(20)30183-5
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psyarxiv.com psyarxiv.com
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Perez Santangelo, A., & Solovey, G. (2020, November 9). Time to Shine: Reliable Response-Timing Using R-Shiny for Online Experiments. https://doi.org/10.31234/osf.io/nuxdg
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qz.com qz.com
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A fairly comprehensive list of problems and limitations that are often encountered with data as well as suggestions about who should be responsible for fixing them (from a journalistic perspective).
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Benford’s Law is a theory which states that small digits (1, 2, 3) appear at the beginning of numbers much more frequently than large digits (7, 8, 9). In theory Benford’s Law can be used to detect anomalies in accounting practices or election results, though in practice it can easily be misapplied. If you suspect a dataset has been created or modified to deceive, Benford’s Law is an excellent first test, but you should always verify your results with an expert before concluding your data has been manipulated.
This is a relatively good explanation of Benford's law.
I've come across the theory in advanced math, but I'm forgetting where I saw the proof. p-adic analysis perhaps? Look this up.
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More journalistic outlets should be publishing data explainers about where their data and analysis come from so that readers can double check it.
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There is no worse way to screw up data than to let a single human type it in.
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Edwards, D. A., Ausiello, D., Salzman, J., Devlin, T., Langer, R., Beddingfield, B. J., Fears, A. C., Doyle-Meyers, L. A., Redmann, R. K., Killeen, S. Z., Maness, N. J., & Roy, C. J. (2021). Exhaled aerosol increases with COVID-19 infection, age, and obesity. Proceedings of the National Academy of Sciences, 118(8). https://doi.org/10.1073/pnas.2021830118
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In America, the number of searches at the time of the lockdown in 2020 for boredom rose by 57 percent, loneliness by 16 percent and worry by 12 percent.
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in Europe at the time of the lockdown in 2020 for boredom rose by 93 percent, loneliness 40 percent and worry 27 percent
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www.npr.org www.npr.org
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Early Data Shows Striking Racial Disparities In Who’s Getting The COVID-19 Vaccine. (n.d.). NPR.Org. Retrieved 11 February 2021, from https://www.npr.org/sections/coronavirus-live-updates/2021/01/28/961703505/early-data-shows-striking-racial-disparities-in-whos-getting-the-covid-19-vaccin
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medium.com medium.com
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Makulec, A. (2021, February 1). Demystifying Vaccination Metrics. Medium. https://medium.com/nightingale/demystifying-vaccination-metrics-cd0a29251dd2
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www.olivertacke.de www.olivertacke.de
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Educational Data Mining (EDM) and Learning Analytics (LA) are among the top buzzwords of the EdTech scene right now.
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Report of 8% vaccine efficacy for elderly debunked by German government. (14:24:16+00:00). Full Fact. https://fullfact.org/health/german-astrazeneca-8-percent-handelsblatt/
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cytoscape.org cytoscape.org
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Cytoscape is an open source software platform for visualizing complex networks and integrating these with any type of attribute data. A lot of Apps are available for various kinds of problem domains, including bioinformatics, social network analysis, and semantic web.
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psyarxiv.com psyarxiv.com
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Spadaro, G., Tiddi, I., Columbus, S., Jin, S., Teije, A. t., & Balliet, D. (2020, October 28). The Cooperation Databank. https://doi.org/10.31234/osf.io/rveh3
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- Jan 2021
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www.nytimes.com www.nytimes.com
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Baker, M., & Saldanha, A. (2021, January 21). A year after the U.S. recorded its first virus case, the outbreak has ravaged the nation and deaths remain high. The New York Times. https://www.nytimes.com/2021/01/21/us/a-year-after-the-us-recorded-its-first-virus-case-the-outbreak-has-ravaged-the-nation-and-deaths-remain-high.html
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filosofia.arcos.org.br filosofia.arcos.org.br
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8/10 a 14/10 - Leitura dos textos do Módulo 814/10, 19:00 a 20:30 - Encontro presencial para conversar sobre os
Acredito que as datas estejam eradas. Quais seriam as corretas?
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www.reddit.com www.reddit.com
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Surveys in a time of Covid [u/hamilton_ian] (2020-01-28). Reddit. Retrieved from: https://www.reddit.com/r/BehSciAsk/comments/l739ru/surveys_in_a_time_of_covid/
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www.thelancet.com www.thelancet.com
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Sabino, Ester C., Lewis F. Buss, Maria P. S. Carvalho, Carlos A. Prete, Myuki A. E. Crispim, Nelson A. Fraiji, Rafael H. M. Pereira, u. a. „Resurgence of COVID-19 in Manaus, Brazil, despite High Seroprevalence“. The Lancet 0, Nr. 0 (27. Januar 2021). https://doi.org/10.1016/S0140-6736(21)00183-5.
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www.nature.com www.nature.com
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(2021). How epidemiology has shaped the COVID pandemic. Nature, 589, 491-492. Doi: 10.1038/d41586-021-00183-z
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cardozolawreview.com cardozolawreview.com
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Cardozo Law Review. „COVID-19 and Digital Contact Tracing: Regulating the Future of Public Health Surveillance“, 27. Januar 2021. https://cardozolawreview.com/covid-19-and-digital-contact-tracing-regulating-the-future-of-public-health-surveillance/.
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www.medrxiv.org www.medrxiv.org
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MacKenna, Brian, Helen J. Curtis, Caroline E. Morton, Peter Inglesby, Alex J. Walker, Jessica Morley, Amir Mehrkar, u. a. „Trends, Regional Variation, and Clinical Characteristics of COVID-19 Vaccine Recipients: A Retrospective Cohort Study in 23.4 Million Patients Using OpenSAFELY.“ MedRxiv, 26. Januar 2021, 2021.01.25.21250356. https://doi.org/10.1101/2021.01.25.21250356.
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www.forbes.com www.forbes.com
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Data analysis, and the parts of statistics which adhere to it, must…take on the characteristics of science rather than those of mathematics…
Is data analysis included in data science? If not, what is the relationship between them?
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www.cgdev.org www.cgdev.org
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this paper identifies / lists 5 reasons to follow the money in health care. These reasons are applicable to social services or other areas of philanthropy as well.
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @NatureNews: COVID curbed carbon emissions in 2020—But not by much, and new data show global CO2 emissions have rebounded: Https://t.c…’ / Twitter. (n.d.). Retrieved 20 January 2021, from https://twitter.com/SciBeh/status/1351840770823757824
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Corral. A., (2020). Scientific comment on "Tail risk of contagious diseases" Cornell University Physics and Society. Retrieved from: https://arxiv.org/abs/2007.06876
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covid-19.iza.org covid-19.iza.org
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Kim. S., Koh. K., Zhang. X., (2020) Short-Term Impact of COVID-19 on Consumption and Labor Market Outcomes: Evidence from Singapore. Institute of labor economics. Retrieved from: https://covid-19.iza.org/publications/dp13354/
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covid-19.iza.org covid-19.iza.org
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Naudé. W., (2020). Artificial Intelligence against COVID-19: An Early Review. Institute of Labor Economics. Retrieved from: https://covid-19.iza.org/publications/dp13110/
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www.newscientist.com www.newscientist.com
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Spiegelhalter. D. (2020). David Spiegelhalter: How to be a coronavirus statistics sleuth. New Scientist. Retrieved from: https://www.newscientist.com/article/mg24732954-000-david-spiegelhalter-how-to-be-a-coronavirus-statistics-sleuth/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1597271080
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register.gotowebinar.com register.gotowebinar.com
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American Psychological Association. (2020). Adapting your research methods in response to COVID-19.
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doc.rust-lang.org doc.rust-lang.org
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We could change the definition of Cons to hold references instead, but then we would have to specify lifetime parameters. By specifying lifetime parameters, we would be specifying that every element in the list will live at least as long as the entire list. The borrow checker wouldn’t let us compile let a = Cons(10, &Nil); for example, because the temporary Nil value would be dropped before a could take a reference to it.
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material-ui.com material-ui.com
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www.w3.org www.w3.org
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Why is CORS important? Currently, client-side scripts (e.g., JavaScript) are prevented from accessing much of the Web of Linked Data due to "same origin" restrictions implemented in all major Web browsers. While enabling such access is important for all data, it is especially important for Linked Open Data and related services; without this, our data simply is not open to all clients. If you have public data which doesn't use require cookie or session based authentication to see, then please consider opening it up for universal JavaScript/browser access. For CORS access to anything other than simple, non auth protected resources
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getbible.net getbible.netAPI1
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github.com github.com
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docs.api.bible docs.api.bible
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github.com github.com
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labs.bible.org labs.bible.org
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www.theatlantic.com www.theatlantic.com
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Zhang, S. (2020, December 1). The Long Haul of Vaccine Results Is Just Beginning. The Atlantic. https://www.theatlantic.com/health/archive/2020/12/vaccine-trials-can-still-surprise-us/617247/
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www-nature-com.ezproxy.rice.edu www-nature-com.ezproxy.rice.edu
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Indeed, the cell-lysate approach was found to be associated with superior sensitivity in some cases5.
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Likewise, privacy is an important issue in BCI ethics since the captured neural signals can be used to gain access to a user’s private information. Ethicists have raised concerns about how BCI data is stored and protected.
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logicmag.io logicmag.io
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Alongside the companies that gather data, there are newly powerful companies that build the tools for organizing, processing, accessing, and visualizing it—companies that don’t take in the traces of our common life but set the terms on which it is sorted and seen. The scraping of publicly available photos, for instance, and their subsequent labeling by low-paid human workers, served to train computer vision algorithms that Palantir can now use to help police departments cast a digital dragnet across entire populations.
organizing the mass of information is the real tricky part
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- Dec 2020
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medium.com medium.com
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What is a data-originated component? It’s a kind of component that is primarily designed and built for either: displaying, entering, or customizing a given data content itself, rather than focusing on the form it takes. For example Drawer is a non data-originated component, although it may include some. Whereas Table, or Form, or even Feed are good examples of data-originated components.
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informationisbeautiful.net informationisbeautiful.net
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docdrop.org docdrop.org
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ever transitioning from teaching high school to teaching the university then coming to the to the community college i've become very fascinated with kind of how students move from one to the other
Interesting to see trends in data and identify experiences that indicates continuity from high schools in the area to SPSCC (for instance as a Running start), and then to SMU. What are the variety of pathways that students who enrolled at SPSCC decide to, apply, get admission, and funding. What is the percentage of transfers from SPSCC to SMU?
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academic.oup.com academic.oup.com
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flow cytometry data were analyzed in R using the flowCore Bioconductor package (
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medium.com medium.com
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“provenance” — broadly, where did data arise, what inferences were drawn from the data, and how relevant are those inferences to the present situation? While a trained human might be able to work all of this out on a case-by-case basis, the issue was that of designing a planetary-scale medical system that could do this without the need for such detailed human oversight.
Data Provenance
The discipline of thinking about:
(1) where did the data arise? (2) what inferences were drawn (3) how relevant are those inferences to the present situation?
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There is a different narrative that one can tell about the current era. Consider the following story, which involves humans, computers, data and life-or-death decisions, but where the focus is something other than intelligence-in-silicon fantasies. When my spouse was pregnant 14 years ago, we had an ultrasound. There was a geneticist in the room, and she pointed out some white spots around the heart of the fetus. “Those are markers for Down syndrome,” she noted, “and your risk has now gone up to 1 in 20.” She further let us know that we could learn whether the fetus in fact had the genetic modification underlying Down syndrome via an amniocentesis. But amniocentesis was risky — the risk of killing the fetus during the procedure was roughly 1 in 300. Being a statistician, I determined to find out where these numbers were coming from. To cut a long story short, I discovered that a statistical analysis had been done a decade previously in the UK, where these white spots, which reflect calcium buildup, were indeed established as a predictor of Down syndrome. But I also noticed that the imaging machine used in our test had a few hundred more pixels per square inch than the machine used in the UK study. I went back to tell the geneticist that I believed that the white spots were likely false positives — that they were literally “white noise.” She said “Ah, that explains why we started seeing an uptick in Down syndrome diagnoses a few years ago; it’s when the new machine arrived.”
Example of where a global system for inference on healthcare data fails due to a lack of data provenance.
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www.nature.com www.nature.com
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Cyranoski, D. (2020). Arab nations first to approve Chinese COVID vaccine—Despite lack of public data. Nature, 588(7839), 548–548. https://doi.org/10.1038/d41586-020-03563-z
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graphics.stanford.edu graphics.stanford.edu
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Treemaps are a visualization method for hierarchies based on enclosure rather than connection [JS91]. Treemaps make it easy to spot outliers (for example, the few large files that are using up most of the space on a disk) as opposed to parent-child structure.
Treemaps visualize enclosure rather than connection. This makes them good visualizations to spot outliers (e.g. large files on a disk) but not for understanding parent-child relationships.
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github.com github.com
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One way to do that is to export them from @sapper/app directly, and rely on the fact that we can reset them immediately before server rendering to ensure that session data isn't accidentally leaked between two users accessing the same server.
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www.thelancet.com www.thelancet.com
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Gatalo. O., Tseng. K., Hamilton. A., Lin., G. Klein., E. (2020). Associations between phone mobility data and COVID-19 cases. The Lancet Infectious Diseases. https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(20)30725-8/fulltext
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twitter.com twitter.com
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ReconfigBehSci @SciBeh (2020) For those who might think this issue isn't settled yet, the piece include below has further graphs indicating just how much "protecting the economy" is associated with "keeping the virus under control" Twitter. Retrieved from: https://twitter.com/i/web/status/1306216113722871808
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www.projectionscentral.com www.projectionscentral.com
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www.symphonyretailai.com www.symphonyretailai.com
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leighblackall.blogspot.com leighblackall.blogspot.com
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I haven't met anyone who makes this argument who then says that a one stop convenient, reliable, private and secure online learning environment can’t be achieved using common every day online systems
Reliable: As a simple example, I'd trust Google to maintain data reliability over my institutional IT support.
And you'd also need to make the argument for why learning needs to be "private", etc.
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twitter.com twitter.com
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A Marm Kilpatrick. (2020, December 8). FDA Pfizer/BioNTech vaccine efficacy results are great, but aren’t nearly as great as presented for severe infections. Everyone has seen fig below on cases in vaccine (blue) & placebo (red) over time. Thread. Https://t.co/vlZyZgJ7hr https://t.co/9ZWeWCko1x [Tweet]. @DiseaseEcology. https://twitter.com/DiseaseEcology/status/1336446195284070400
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www.gq.com www.gq.com
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And then there was what Lanier calls “data dignity”; he once wrote a book about it, called Who Owns the Future? The idea is simple: What you create, or what you contribute to the digital ether, you own.
See Tim Berners-Lee's SOLID project.
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Julienne, H., Lavin, C., Belton, C., Barjakova, M., Timmons, S., & Lunn, P. D. (2020, December 3). Behavioural pre-testing of COVID Tracker, Ireland’s contact-tracing app. https://doi.org/10.31234/osf.io/9cguq
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developers.cloudflare.com developers.cloudflare.com
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interference2020.org interference2020.org
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stackoverflow.blog stackoverflow.blog
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Venturebeat reports that 87% of data science projects never make it to production, while redapt claims it is 90%.
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www.vilhuber.com www.vilhuber.com
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a
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- Nov 2020
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www.nature.com www.nature.com
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Nogrady, B. (2020). What the data say about asymptomatic COVID infections. Nature, 587(7835), 534–535. https://doi.org/10.1038/d41586-020-03141-3
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advances.sciencemag.org advances.sciencemag.org
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Charoenwong, B., Kwan, A., & Pursiainen, V. (2020). Social connections with COVID-19–affected areas increase compliance with mobility restrictions. Science Advances, 6(47), eabc3054. https://doi.org/10.1126/sciadv.abc3054
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digitalguardian.com digitalguardian.com
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Identify, classify, and apply protective measures to sensitive data. Data discovery and data classification solutions help to identify sensitive data and assign classification tags dictating the level of protection required. Data loss prevention solutions apply policy-based protections to sensitive data, such as encryption or blocking unauthorized actions, based on data classification and contextual factors including file type, user, intended recipient/destination, applications, and more. The combination of data discovery, classification, and DLP enable organizations to know what sensitive data they hold and where while ensuring that it's protected against unauthorized loss or exposure.
[[BEST PRACTICES FOR DATA EGRESS MANAGEMENT AND PREVENTING SENSITIVE DATA LOSS]]
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Egress filtering involves monitoring egress traffic to detect signs of malicious activity. If malicious activity is suspected or detected, transfers can be blocked to prevent sensitive data loss. Egress filtering can also limit egress traffic and block attempts at high volume data egress.
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Data Egress vs. Data IngressWhile data egress describes the outbound traffic originating from within a network, data ingress, in contrast, refers to the reverse: traffic that originates outside the network that is traveling into the network. Egress traffic is a term used to describe the volume and substance of traffic transferred from a host network to an outside network.
[[DATA EGRESS VS. DATA INGRESS]]
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Data Egress MeaningData egress refers to data leaving a network in transit to an external location. Outbound email messages, cloud uploads, or files being moved to external storage are simple examples of data egress. Data egress is a regular part of network activity, but can pose a threat to organizations when sensitive data is egressed to unauthorized recipients.Examples of common channels for data egress include:EmailWeb uploadsCloud storageRemovable media (USB, CD/DVD, external hard drives)FTP/HTTP transfers
[[Definition/Data Egress]]
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