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.)
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.)
Surely RDF already has something like this...? I tried looking around briefly but couldn't find it.
<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>
<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>
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.
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
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
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
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/
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.
Darren Dahly on Twitter. (n.d.). Twitter. Retrieved 1 May 2021, from https://twitter.com/statsepi/status/1385127211699691520
ReconfigBehSci on Twitter. (n.d.). Twitter. Retrieved 1 March 2021, from https://twitter.com/SciBeh/status/1351197475282022404
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
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/
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
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
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
Tommy Shane on Twitter. (n.d.). Twitter. Retrieved 14 February 2021, from https://twitter.com/tommyshane/status/1357385093514461184
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
Jens von Bergmann on Twitter. (n.d.). Twitter. Retrieved 3 March 2021, from https://twitter.com/vb_jens/status/1329450564019761156
<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>
<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>
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
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
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
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/
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
Ross, J. S. (2021). Covid-19, open science, and the CVD-COVID-UK initiative. BMJ, 373, n898. https://doi.org/10.1136/bmj.n898
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/
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
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
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
Zur Studie der Heinrich-Böll Stiftung vom Dezember, die jetzt vom IPCC debattiert wird.
(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
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
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
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
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.
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
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.
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
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
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
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/
GDP & main components pin EU countries.
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
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
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
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/
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/
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
Wenn die Temperaturen bis 2100 um 4 Grad steigen, werden ca. 40% des antarktischen Schelfeises mit hoher Wahrscheinlichkeit kollabieren.
Interesting to see this actually hosted by GitHub pages.
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...
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.
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.
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.
You might not always notice, but Material Design is constantly evolving and iterating based on research.
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.
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
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.
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.
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.
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.
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.
The repository also contains the datasets used in our experiments, in JSON format. These are in the data folder.
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
graph theory is the study of graphs, which are mathematical structures used to model pairwise relations between objects
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
Webpages for hundreds of hospitals require users to click through to find prices, undermining federal transparency rule, Journal analysis shows
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
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
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/
Carl T. Bergstrom on Twitter. (n.d.). Twitter. Retrieved 19 February 2021, from https://twitter.com/CT_Bergstrom/status/1357799981977985025
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
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
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
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
<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>
Clinical Data Systems to Support Public Health Practice: A National Survey of Software and Storage Systems Among Local Health Departments
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.
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
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
Coenen, A., & Gureckis, T. (2021). The distorting effects of deciding to stop sampling information. PsyArXiv. https://doi.org/10.31234/osf.io/tbrea
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
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.
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.
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.
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/.
Quillette. ‘Rise of the Coronavirus Cranks’, 16 January 2021. https://quillette.com/2021/01/16/rise-of-the-coronavirus-cranks/.
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.
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/.
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/.
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
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
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.
Li, Y. (2020, October 18). Public health measures and R. Media Hopper Create. https://media.ed.ac.uk/media/1_1uhkv3uc
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.
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
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
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.
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
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
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.
The granularity of data refers to the size in which data fields are sub-divided
Double-time for the world.
Editorial Office · Rapid Reviews COVID-19. (n.d.). Rapid Reviews COVID-19. Retrieved 6 March 2021, from https://rapidreviewscovid19.mitpress.mit.edu/editors2
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
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.
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
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
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
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
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
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
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.
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
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
Greene, G. (1999). The Woman who Knew Too Much: Alice Stewart and the Secrets of Radiation. University of Michigan Press.
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
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
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
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
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
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
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
JAMA Network. (2020, November 6). Herd Immunity as a Coronavirus Pandemic Strategy. https://www.youtube.com/watch?v=2tsUTAWBJ9M
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
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/
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
Confounding vs. Effect modification – The Stats Geek. (n.d.). Retrieved February 27, 2021, from https://thestatsgeek.com/2021/01/13/confounding-vs-effect-modification/
Chwalisz, C. (2021). The pandemic has pushed citizen panels online. Nature, 589(7841), 171–171. https://doi.org/10.1038/d41586-021-00046-7
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
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.
ReconfigBehSci. (2020, December 6). RT @statsepi: Lol ok. Https://t.co/eCPpU3Linv [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1335894181248643073
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
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
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.
Tree Navigation
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
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
Dr Elaine Toomey on Twitter. (n.d.). Twitter. Retrieved 24 February 2021, from https://twitter.com/ElaineToomey1/status/1357343820417933316
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
Trailblazer will automatically create a new Context object around your custom input hash. You can write to that without interferring with the original context.
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
A type constructor M that builds up a monadic type M T
Monads achieve this by providing their own data type (a particular type for each type of monad), which represents a specific form of computation
Purely functional programming may also be defined by forbidding state changes and mutable data.
Purely functional data structures are persistent. Persistency is required for functional programming; without it, the same computation could return different results.
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
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
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.
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.
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
otra prueba de hypothesis en youtube
Miguel Andariego comentó en este momento:
Sería mejor arrancar con Duckduckgo para no promover del todo al gigante.
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
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.
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/
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
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
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
This is done to separate internal representations of information from the ways information is presented to and accepted from the user.
Lakens, D. (2021). Sample Size Justification. PsyArXiv. https://doi.org/10.31234/osf.io/9d3yf
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/
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
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
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).
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.
More journalistic outlets should be publishing data explainers about where their data and analysis come from so that readers can double check it.
There is no worse way to screw up data than to let a single human type it in.
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
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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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
Makulec, A. (2021, February 1). Demystifying Vaccination Metrics. Medium. https://medium.com/nightingale/demystifying-vaccination-metrics-cd0a29251dd2
Educational Data Mining (EDM) and Learning Analytics (LA) are among the top buzzwords of the EdTech scene right now.
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/
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.