https://github.com/karlicoss/hypexport
A python script from karlicoss to export/access your Hypothes.is data: annotations and profile info
link to https://hyp.is/VZ2G7IPiEeutw1PTsBrlLw/github.com/collignon/annotation-tools
https://github.com/karlicoss/hypexport
A python script from karlicoss to export/access your Hypothes.is data: annotations and profile info
link to https://hyp.is/VZ2G7IPiEeutw1PTsBrlLw/github.com/collignon/annotation-tools
Let’s look at a recent paper by Xia, Bao, Lo, Xing, Hassan, & Li entitled Measuring Program Comprehension: A Large-Scale Field Study with Professionals and published in IEEE Transactions on Software Engineering, 44, 951-976, 2018. This paper is quite interesting in that it describes in great details how the figures are obtained. And it says that Comprehension took on average ~58%.
Developers spend most of their time figuring the system out

A New York Times article uses the same temperature dataset you have been using to investigate the distribution of temperatures and temperature variability over time. Read through the article, paying close attention to the descriptions of the temperature distributions.
Unfortunately, like most NYT content, this article is behind a paywall. I'm partly reading this as I plan to develop a set of open education resources myself and the problem of how to manage dead/unavailable links looks like a key stumbling block.
Tyler Black, MD. (2021, December 10). Statistics Canada has been asking kids about mental health during the pandemic. Initially, after the first 5 months (with school shutdowns, summer break, lots of restrictions), more kids said they were better than worse, most reported no change. 86% “No change or better” [/1] https://t.co/3shKtrxEVU [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1469380405451100162
James 💙 Neill - 😷 🇪🇺🇮🇪🇬🇧🔶. (2021, December 31). Latest Covid primary diagnosis supplement data, by region. London? #Omicron is #NotMild https://england.nhs.uk/statistics/statistical-work-areas/covid-19-hospital-activity/ https://t.co/gUBo7sTZT5 [Tweet]. @jneill. https://twitter.com/jneill/status/1476856305411366930
ReconfigBehSci. (2022, January 31). RT @AbraarKaran: 2/ @nytimes https://t.co/7ynCtx2Q85 [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1488433826628083715
Richard. (2021, October 17). @fascinatorfun Letter to parents sent to me by a friend today … https://t.co/Ivn93WLD9t [Tweet]. @dikt54. https://twitter.com/dikt54/status/1449763622020866055
Helen Branswell 🇺🇦 on Twitter. (n.d.). Twitter. Retrieved April 1, 2022, from https://twitter.com/HelenBranswell/status/1478835175580741633
Barnes, O., & Burn-Murdoch, J. (2022, January 7). Covid hospital admissions in Greater Manchester surpass last winter’s peak. Financial Times. https://www.ft.com/content/6a8a52f3-d940-4d70-a30b-111a3a646089
ReconfigBehSci on Twitter: ‘@alexdefig are you really going to claim that responses to the introduction of passports on uptake across 4 other countries are evidentially entirely irrelevant to whether or not passports are justified or not?’ / Twitter. (n.d.). Retrieved 31 March 2022, from https://twitter.com/SciBeh/status/1444358068280565764
Strategic, cost-efficient evidence-building relies onstrong data governance that facilitates the access, pro-tection, and use of program and other administrativedata to enable and support secondary uses, including for
The statutemakes agency evidence-building plans, known as LearningAgendas, foundational to building a culture of evidencegeneration and use.
Unwin, H. J. T., Hillis, S., Cluver, L., Flaxman, S., Goldman, P. S., Butchart, A., Bachman, G., Rawlings, L., Donnelly, C. A., Ratmann, O., Green, P., Nelson, C. A., Blenkinsop, A., Bhatt, S., Desmond, C., Villaveces, A., & Sherr, L. (2022). Global, regional, and national minimum estimates of children affected by COVID-19-associated orphanhood and caregiver death, by age and family circumstance up to Oct 31, 2021: An updated modelling study. The Lancet Child & Adolescent Health, 6(4), 249–259. https://doi.org/10.1016/S2352-4642(22)00005-0
Eric Topol. (2022, February 28). The Omicron crisis in Hong Kong. This is a graph of fatalities, not cases @OurWorldInData https://t.co/JbZCM3SNUq [Tweet]. @EricTopol. https://twitter.com/EricTopol/status/1498327329096933381
Sample, I., & editor, I. S. S. (2022, March 10). UK Covid cases rising among those aged 55 and over. The Guardian. https://www.theguardian.com/world/2022/mar/10/uk-covid-cases-rising-among-those-aged-55-and-over
Campbell, D., & editor, D. C. H. policy. (2022, March 10). Global Covid-19 death toll ‘may be three times higher than official figures.’ The Guardian. https://www.theguardian.com/world/2022/mar/10/global-covid-19-death-toll-may-be-three-times-higher-than-official-figures
Adam, D. (2022). COVID’s true death toll: Much higher than official records. Nature, 603(7902), 562–562. https://doi.org/10.1038/d41586-022-00708-0
The audit found that the CIO has limited insight into each Sector’s entire data holdings given a decentralized model, and lack of centralized guidance, standard definitions, and corporate data management system. CMSS representatives acknowledged that the NRCan Data Inventory is not a complete listing of NRCan datasets; however, it was found that it serves as a good starting point in identifying datasets held within the Department. However, per TBS guidance, a complete departmental inventory should include a list of all datasets even if they are identified as not eligible for release.
ReconfigBehSci. (2022, January 10). RT @GeraldGmboowa: Genomic epidemiology of SARS-CoV-2 in Africa focused on different 🌍regions @AfricaCDC https://bit.ly/3tcDuJl. Using A… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1480595472834338827
Uittenhove, K., Jeanneret, S., & Vergauwe, E. (2022). From lab-based to web-based behavioural research: Who you test is more important than how you test. PsyArXiv. https://doi.org/10.31234/osf.io/uy4kb
wsbgnl. (2022, January 17). Weekly Massachusetts covid cases per 100,000 population by race/ethnicity https://covid.cdc.gov/covid-data-tracker/#demographicsovertime https://t.co/ZlImOnqtEX [Tweet]. @wsbgnl. https://twitter.com/wsbgnl/status/1483069806202920986
ReconfigBehSci. (2022, January 1). RT @wanderer_jasnah: Quick glance at B.1.640.2 before anyone asks me about it: It’s basically B.1.1.7 w/a large Spike NTD deletion. I see… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1478289563776962563
Jens von Bergmann. (2021, December 14). Every time a new variant with a selective advantage is making the rounds, but especially this time. Https://t.co/fDEq54nHCl [Tweet]. @vb_jens. https://twitter.com/vb_jens/status/1470604121640030214
Trevor Bedford on Twitter. (n.d.). Twitter. Retrieved 29 March 2022, from https://twitter.com/trvrb/status/1466076761427304453
Prof. Christina Pagel 🇺🇦. (2021, December 6). This is very high for a Monday https://t.co/q1zTsJcYiM [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1467894035666939911
ReconfigBehSci on Twitter: ‘RT @PeterHotez: I’m trying to reconcile Pfizer’s optimistic statements about 3rd dose protection against omicron https://t.co/mIWDowkDW6 v…’ / Twitter. (n.d.). Retrieved 29 March 2022, from https://twitter.com/SciBeh/status/1468568425308078088
Mauritsen, Anne Lundahl, Theiss Bendixen, and Henrik Reintoft Christensen. ‘Does a Pandemic Increase Religiosity in a Secular Nation? A Longitudinal Examination’. PsyArXiv, 18 February 2022. https://doi.org/10.31234/osf.io/qsgej.
ReconfigBehSci. (2021, December 28). RT @covid_explorer: Bonjour @19h30RTS, voici l’évolution des infections pour Denmark, Switzerland, France, Unitedkingdom: Https://t.co/dRY… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1475868623105400841
Kerr, P. J., Cattadori, I. M., Liu, J., Sim, D. G., Dodds, J. W., Brooks, J. W., Kennett, M. J., Holmes, E. C., & Read, A. F. (2017). Next step in the ongoing arms race between myxoma virus and wild rabbits in Australia is a novel disease phenotype. Proceedings of the National Academy of Sciences, 114(35), 9397–9402. https://doi.org/10.1073/pnas.1710336114
Edward Nirenberg 🇺🇦. (2022, March 2). I see a lot of people sharing a document from Pfizer describing pharmacovigilance data from spontaneous reporting and the vast, vast majority of people are not interpreting it correctly so here’s a thread on what it actually says. 🧵 https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf [Tweet]. @ENirenberg. https://twitter.com/ENirenberg/status/1498852915758485509
Eran Segal. (2021, August 17). Israel data showing the decay of vaccine efficacy over time. Y-axis is cases per 1000 from July 7 to Aug 10, for unvaccinated, and for people vaccinated at different times Cases are higher in those vaxed earlier Despite world-data caveats, this seems quite compelling https://t.co/5aNz48AC8F [Tweet]. @segal_eran. https://twitter.com/segal_eran/status/1427696623988117505
Natalie E. Dean, PhD. (2021, August 17). Real-world data from Israel show a growing gap between the earliest vaccinated (blue arrow) and the recently vaccinated (green arrow) within age groups. Confounding is always a concern (are these groups fundamentally different?) but the magnitude of the difference is notable. Https://t.co/s8pevRbax8 [Tweet]. @nataliexdean. https://twitter.com/nataliexdean/status/1427703094062706691
Desirables: * data export * data import (POSSE/PESOS) * collaboration (wiki/fanclub, annotations)
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ReconfigBehSci on Twitter: ‘RT @CT_Bergstrom: I also dislike the choice of axis scales. I don’t mind line graphs with axes that don’t go to zero (https://t.co/EpPNR9Lx…’ / Twitter. (n.d.). Retrieved 22 March 2022, from https://twitter.com/SciBeh/status/1477181158425251840
Data integrity is a good thing. Constraining the values allowed by your application at the database-level, rather than at the application-level, is a more robust way of ensuring your data stays sane.
This is particularly useful in cases where you want to separate your data migrations from your schema migrations or where you have multiple steps in your migration process that must have other steps invoked throughout.
The code will work without exception but it doesn’t set correct association, because the defined classes are under namespace AddStatusToUser. This is what happens in reality: role = AddStatusToUser::Role.create!(name: 'admin') AddStatusToUser::User.create!(nick: '@ka8725', role: role)
There are three keys to backfilling safely: batching, throttling, and running it outside a transaction. Use the Rails console or a separate migration with disable_ddl_transaction!.
Active Record creates a transaction around each migration, and backfilling in the same transaction that alters a table keeps the table locked for the duration of the backfill. class AddSomeColumnToUsers < ActiveRecord::Migration[7.0] def change add_column :users, :some_column, :text User.update_all some_column: "default_value" end end
No need to construct strings that then need to be deconstructed later.
I believe we need the break free of these anachronistic designs and use event loggers, not message loggers
µ/log's idea is to replace the "3 Pillars of Observability" with a more fundamental concept: "the event"
bold goal
Event-based data is easy to index, search, augment, aggregate and visualise therefore can easily replace traditional logs, metrics and traces.
Han, Y., & Adolphs, R. (2022, February 4). Trait resilience protects against depression caused by loneliness during the COVID pandemic. https://doi.org/10.31234/osf.io/9dac6
ReconfigBehSci. (2022, February 2). RT @AndreasShrugged: Meta-shmeta analysis. They claim they find that lockdowns reduced mortality in Europe and U.S. only by 0.2%. After bro… [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1489499513219911686
Their alignment rule is based on the principle that any primitiveobject of K bytes must have an address that is a multiple of K.
data alignment 的原则是什么?
Linked data makes it possible to completely decouple computable information from the system that ordinarily houses it.
75% of people in the U.S. never tweet.On an average weeknight in January, just 1% of U.S. adults watched primetime Fox News (2.2 million). 0.5% tuned into MSNBC (1.15 million).Nearly three times more Americans (56%) donated to charities during the pandemic than typically give money to politicians and parties (21%).
ReconfigBehSci. (2022, February 17). @thackerpd @STWorg “carping about anti-vaxxers”? You mean constant attempts to try and save lives and end pandemic by generating, curating and promoting research data on the benefits of vaccination and/or generating, curating and promoting data that undercuts the wilful disinformation on vaxx? [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1494201269724012546
Government of Canada Professsional Development Data Strategy
wsbgnl. (2022, January 6). Daily COVID-19 hospitalization in the US: observed and forecasted https://covid19forecasthub.org https://t.co/f1rqUhz1mE [Tweet]. @wsbgnl. https://twitter.com/wsbgnl/status/1479162051306033153
Working on a new data visceralization. I’m particularly interested in the tactile quality of this one. Covid deaths from 3/2020-6/2021
<script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>Working on a new data visceralization. I’m particularly interested in the tactile quality of this one. Covid deaths from 3/2020-6/2021 pic.twitter.com/MjFZCqDP4x
— Jacqueline Wernimont (@profwernimont) March 1, 2022
let zeta = getProcessControl.bind(this); Object.setPrototypeOf(zeta, Object.getPrototypeOf(this)); return zeta;
useful pattern
Schwierigkeiten oft zu ineffizienten Abläufen, und damit verbunden einer unnötig langen „time-to-data“.
Linked Data bezieht sich dabei auf die technische Aufbereitung der Daten, so dass eine Verknüpfung (Linking) der Daten möglich ist. Das dabei zum Einsatz kommende Datenmodell ist RDF, das ursprünglich für das Semantic Web entwickelt wurde.
Support search by postcode!
Tyler Black, MD. (2022, January 25). /1 Hi Lucy and your colleagues. Your advocacy toolkit contains poorly sourced, contexted, and biased information on mental health during the pandemic/schooling. And I have receipts too! (Thread) #urgencyofnormal https://t.co/JeWKE0iGn1 [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1486111652076527623
Julia Raifman. (2022, February 8). About 33K children were hospitalized in 6 weeks during the Omicron wave, so far https://covid.cdc.gov/covid-data-tracker/#new-hospital-admissions https://t.co/o70q2x01dU [Tweet]. @JuliaRaifman. https://twitter.com/JuliaRaifman/status/1491038027912998914
Zachary Rubin, MD. (2022, February 21). @stormnelius @MDaware @JeanneNoble18 @CNN Here is the reality… https://t.co/wNATnToa42 [Tweet]. @rubin_allergy. https://twitter.com/rubin_allergy/status/1495591633722695691
When the C.D.C. published the first significant data on the effectiveness of boosters in adults younger than 65 two weeks ago, it left out the numbers for a huge portion of that population: 18- to 49-year-olds, the group least likely to benefit from extra shots, because the first two doses already left them well-protected.
US is not only the worst country from a death/cases standpoint, but also its governmental health services are not adept to the task.
US is a failed state in many domains outside defense & security.
indie_SAGE. (2022, February 11). Indie_SAGE 11.02.2022. https://www.youtube.com/watch?v=0GC9QsKfrNc
Cornelius Roemer. (2022, February 12). Fantastic work by @UKHSA comparing serial intervals of BA.1, BA.2 and Delta as published in the most recent technical briefing. BA.2 seems to have even shorter serial interval than BA.1 This could help explain different relative growth rates of BA.2 vs BA.1 in different countries https://t.co/Gch94Ew8CX [Tweet]. @CorneliusRoemer. https://twitter.com/CorneliusRoemer/status/1492434232664375304
JoHo. (2022, February 19). Updated graph with numbers the “flu=covid for kids” folks are too afraid to share. Https://t.co/ZEoFi6WIAE [Tweet]. @JHowardBrainMD. https://twitter.com/JHowardBrainMD/status/1495135194059362305
Prof Brendan Crabb. (2022, February 19). There’s some urgency to understand what’s going on here... #COVID19 https://t.co/cGY5JfQogJ [Tweet]. @CrabbBrendan. https://twitter.com/CrabbBrendan/status/1494961166954631169
Boris Johnson: Do not throw caution to the wind on Covid. (2022, February 20). BBC News. https://www.bbc.com/news/uk-60446908
Altarawneh, H. N., Chemaitelly, H., Hasan, M. R., Ayoub, H. H., Qassim, S., AlMukdad, S., Coyle, P., Yassine, H. M., Al-Khatib, H. A., Benslimane, F. M., Al-Kanaani, Z., Al-Kuwari, E., Jeremijenko, A., Kaleeckal, A. H., Latif, A. N., Shaik, R. M., Abdul-Rahim, H. F., Nasrallah, G. K., Al-Kuwari, M. G., … Abu-Raddad, L. J. (2022). Protection against the Omicron Variant from Previous SARS-CoV-2 Infection. New England Journal of Medicine, 0(0), null. https://doi.org/10.1056/NEJMc2200133
Freja Kirsebom. (2022, January 7). Today we publish our latest analysis where we stratify by age to investigate vaccine effectiveness (VE) against Omicron in adults aged 65 years and older in England. Https://t.co/y73uto6kll 1/14 [Tweet]. @freja_kirsebom. https://twitter.com/freja_kirsebom/status/1479528228079509516
Bill Hanage. (2022, January 7). So a brief thread on the state of the pandemic in the Boston area. It is quite plausible that about 10% of the population is currently infected, more in some age groups than others. A lot of omicron. What next? 1/n https://t.co/aXgc5GYk0V [Tweet]. @BillHanage. https://twitter.com/BillHanage/status/1479574053807697920
Dr. Peter Hotez: Omicron is like a fast-moving freight train. (n.d.). MSN. Retrieved February 20, 2022, from https://www.msn.com/en-us/news/us/dr-peter-hotez-omicron-is-like-a-fast-moving-freight-train/vi-AARPfVG
Eric Feigl-Ding. (2022, January 13). WATCH📺—Despite 97.5% of all adults in England🏴 with antibodies to #COVID19 (via vax/infection)–hospitalizations still surging. Why? Because variants like #Omicron are adapting. Need multivalent vax, plus ➡️N95 & ventilation are agnostic to variants—Key! Https://t.co/gDNRJIWojX [Tweet]. @DrEricDing. https://twitter.com/DrEricDing/status/1481732793482813443
Marc Veldhoen. (2022, January 18). US data via @OurWorldInData Let not anyone tell you that vaccines do not work https://t.co/N535pp1kGJ [Tweet]. @Marc_Veld. https://twitter.com/Marc_Veld/status/1483433139208962050
Mancini, D. P., & Smyth, J. (2022, February 16). Merck struggles to win European approval for Covid-19 antiviral pill. Financial Times. https://www.ft.com/content/2cf0b6cc-b07b-4ff9-a833-42eb1798a576
To achieve nimbleness, we can simplify the data landscape by using a semantic fabric, popularly called data fabric, based on a strong Metadata Management operating model.
data fabric
Wordle's spread on social media was enabled in part by its low-tech approach for e.g. sharing scores.
One low-tech approach that could've been used here for data persistence would be to generate and prompt the user to save their latest scorecard in PDF or Word format—only it's not a PDF or Word format, but instead "wordlescore.html" file, albeit one that they are able to save to disk and double click to open all the same. When they need to update their scorecard with today's data, you use window.open to show a page that prompts the user to open their most recent scorecard (using either Ctrl+/Cmd+O, or by navigating to the place where they saved it on disk via bookmark). What's not apparent on sight alone is that their wordlescore.html also contains a JS payload as an inline script. When wordlescore.html is opened, it's able to communicate with the Wordle tab via postMessage to window.opener, request the newest data from the app, and then update wordlescore.html itself as appropriate.
Alastair Grant. (2022, February 16). Samples likely to be BA.2 (SGT positive in TaqPath data) now make up 34% of COVID cases in England. The proportion has roughly doubled in a week. That represents a growth in absolute numbers of BA.2, even if overall infections are falling at the same rate as reported cases https://t.co/LNr5baChby [Tweet]. @AlastairGrant4. https://twitter.com/AlastairGrant4/status/1493880986660225024
Data Mining und Knowledge Discovery in Databases be-inhalten Methoden der Informations- und Wissensextraktion aus strukturierten Datensätzen [99].
Data Mining-Systeme
Entscheidungs- und Führungsinformationssysteme beruhen zumeist auf bereichsbezogenen, integrierten und zeitlich veränderli-chen Datensammlungen, sog. Data Warehouses.
Data-Warehouse-Systeme:
Nerd, G. M.-K. H. (2021, December 29). Ivermectin Didn’t Save Uttar Pradesh From Covid-19. Elemental. https://gidmk.medium.com/ivermectin-didnt-save-uttar-pradesh-from-covid-19-17684f49d8b3
Professor Susan Michie. (2021, December 27). We (UK) don’t have to be here: It’s a political (and harmful) choice. Https://t.co/gIL3bmA17i [Tweet]. @SusanMichie. https://twitter.com/SusanMichie/status/1475436150420656131
Deepti Gurdasani. (2022, January 10). Lots of people dismissing links between COVID-19 and all-cause diabetes. An association that’s been shown in multiple studies- whether this increase is due to more diabetes or SARS2 precipitating diabetic keto-acidosis allowing these to be diagnosed is not known. A brief look👇 [Tweet]. @dgurdasani1. https://twitter.com/dgurdasani1/status/1480546865812840450
Eric Topol. (2022, January 18). It seems the people who write the vaccines w/ a booster aren’t working against Omicron are completely out of touch with the data I’d consider ~90% effectiveness vs hospitalization pretty, pretty damn good https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1046853/technical-briefing-34-14-january-2022.pdf Especially compared with 44% without a booster https://t.co/y8ixbmG8uH [Tweet]. @EricTopol. https://twitter.com/EricTopol/status/1483543711623512065
Eric Feigl-Ding. (2022, January 17). Pandemic leadership matters. #COVID19 mortality per capita by state. 📍Public health is policy, policy is politics. 📍Human behavior is often driven by misinformation. 📍Misinformation is often driven by politics. 📍Politics can be changed by voting—Unless voters can’t. Https://t.co/pFkndQZrfr [Tweet]. @DrEricDing. https://twitter.com/DrEricDing/status/1483181226815012867
APPG on Coronavirus. (2022, January 18). 🗣Dr.Claire Steves continued: “Looking in the national core studies, from cohort studies across the UK we’ve looked at 10 different longitudinal studies. Our best estimates are that about 5% of middle aged people are experiencing long term.. 27/ #APPGCoronavirus #LongCovid [Tweet]. @AppgCoronavirus. https://twitter.com/AppgCoronavirus/status/1483453895061999618
Adam Kucharski. (2022, January 18). Below analysis was two years ago (https://bbc.co.uk/news/health-51148303). As well as providing an early warning about the COVID threat, it’s a good illustration of what is often an under-appreciated point: If we want to make sense of epidemic data and dynamics in real-time, we need models… 1/ https://t.co/ZdpzOq3Bzp [Tweet]. @AdamJKucharski. https://twitter.com/AdamJKucharski/status/1483368504392880128
F. Perry Wilson, MD MSCE. (2022, February 4). If you, like me, are “skipping ahead” during the ACIP meeting re: Moderna vaccine—This slide really drives home the benefit / risk paradigm among the group at highest risk of myocarditis (men 18-35). 2 million shots = 1903 avoided hospitalizations, and 68 myocarditis cases. Https://t.co/3nzWXGXyD1 [Tweet]. @fperrywilson. https://twitter.com/fperrywilson/status/1489649379979972609
neuer Typ von Datenplattform für die Speicherung, Integrationund Analyse aller Arten von (Roh-)daten etabliert
Data Lake als ein neuer Typ von Datenplattform
Data-Lake-Management-Plattformen stellen Werkzeugen-Suiten dar, die auf der Basiseines Datenkatalogs weitere Funktionalitäten für das Datenmanagement im Data Lakeintegrieren. Typischerweise geht es um ergänzende Funktionalitäten für ETL, Self-Service-Data-Preparation und Datenföderation (engl. data federation), die eng mit dem Datenkatalogintegriert sind.
Data-Lake-Management-Plattformen
Den Kern für das Metadatenmanagement im Data Lake bilden originäre Data-Lake-Metadaten sowie Ergebnis-Metadaten
Kern für das Metadatenmanagement im Data Lake
Originäre Data-Lake-Metadaten sind Metadaten über die im Data Lake gespeichertenDaten, z.B. Daten in relationalen Datenbanken und Message-Queues des DataLake.
Originäre Data-Lake-Metadaten
Mit dem zunehmenden Einsatz von Data Lakes ergeben sich in der industriellen Praxiserweiterte Anforderungen, insbesondere hinsichtlich der Sicherstellung von Transparenz,Qualität und Compliance der Daten im Data Lake sowie der Unterstützung von Self-Service-Szenarien für Fachanwender. Diese Anforderungen machen Metadatenmanagement3imData Lake zum kritischen Erfolgsfaktor [QHV16, HGQ16]. Es soll damit verhindert werden,dass aus dem Data Lake ein Datensumpf (engl. data swamp) [HGQ16] entsteht, also eineDatenplattform mit nicht mehr sinnvoll nutzbaren Daten.
Metadatenmanagement für Data Lakes
Sie helfen beispielsweise, die heterogenen Datensilos eines Unternehmens zu erschließen, sie intelligent zu verknüpfen, neu zu interpretieren und im Firmen-Intranet gezielt bereitzustellen.
Potential von semantischen Technologien: Auflösung von heterogenen Daten-Silos Technologie: Linked Data
Darüber hinaus ist ein wichtiger Trend Linked Data im Unternehmensumfeld zu etablieren, um eine neue Generation semantischer, vernetzter Daten-Anwendungen auf Basis des Linked Data Paradigmas zu entwickeln, zu etablieren und erfolgreich zu vermarkten. Im BMBF Wachstumskernprojekt „Linked Enterprise Data Services“ entsteht hierfür beispielsweise eine Technologieplattform, die es Unternehmen ermöglichen soll, neue Dienstleistungen im Web 3.0 zu etablieren.
BMBF Wachstumskernprojekt „Linked Enterprise Data Services
Tom Moultrie on Twitter. (n.d.). Twitter. Retrieved February 13, 2022, from https://twitter.com/tomtom_m/status/1472561128240824324
Carl Baker. (2022, February 11). When I last updated this chart in September, the maximum y-axis value was ~120. Https://t.co/Fhywj3xweI [Tweet]. @carlbaker. https://twitter.com/carlbaker/status/1492096944390475798
Coronavirus (COVID-19) Infection Survey, UK - Office for National Statistics. (n.d.). Retrieved February 13, 2022, from https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/11february2022
Gabriel Hébert-Mild™ ⓥ. (2022, February 10). New epi data from Denmark 🧵🧵—Denmark has lost control. Rocketing covid+ hospitalizations for the elderly. New record for hospitalized babies 1/3 https://t.co/5RbuejEF5B [Tweet]. @Gab_H_R. https://twitter.com/Gab_H_R/status/1491723356315529217
Mahase, E. (2022). Covid-19: What do we know about omicron sublineages? BMJ, 376, o358. https://doi.org/10.1136/bmj.o358
Because CENS was an academic research lab, faculty members held a large amount of power to decide which projects students pursued and what issues students faced during design, testing, and implem
CENS seems like it takes its job seriously. Like I said in my other annotation for week 5. Just because data scientists are trying to root out bias in all forms doesn't mean it is always effective or that what is effective can't be improved.
A third introduced me to an app that allowed us to upload bibliographic data to our personal databases just by scanning a book’s ISBN number with a phone camera.
I'm pretty sure I can wire up something simple to do this to dovetail with Zotero.
Informing the Placement Continuum: Classifying Children in Out-of-Home Placement Using Integrated Administrative Data
American Medical Association (AMA). (2021, December 6). Peter Hotez, MD, PhD, on the omicron variant and Delta winter surge | COVID-19 Update for Dec. 6, 20. https://www.youtube.com/watch?v=WnfpC1_N2Mg
Claudia Sahm. (2022, January 5). “We, as experts, have a responsibility to policymakers and everyday people to match the strength of our recommendations to the strength of our data. When I read Oster, I see a tone and conviction that far exceeds the many limitations of her data.” https://t.co/NqWwj0hi28 [Tweet]. @Claudia_Sahm. https://twitter.com/Claudia_Sahm/status/1478532000441151488
COVID-19 takes serious toll on heart health—A full year after recovery. (n.d.). Retrieved February 11, 2022, from https://www.science.org/content/article/covid-19-takes-serious-toll-heart-health-full-year-after-recovery
Eine wesentliche Idee von Linked Data ist es, dass Daten und Informationen un-terschiedlichster Herkunft und Struktur auf Basis von Standards interpretiert, (weiter-)verarbeitet, verknüpft und schließlich dem User in einer Form präsentiert werden können,sodass dieser seine Aufwände zur Informationsgewinnung und -aufbereitung verringernkann
Leitidee von Linked Data
bbil-dung 2.8 zeigt einen Überblick über die sogenannte „Linking Open Data Cloud“
Abbildung
Peter R. Hansen. (2022, February 3). Weighting, is the answer. The only study to find lockdowns ⬆️mortality is given weight 91.8% = 7390/8030, and then you get -0.2% to be the estimate. To summarize: -0.2% META-STUDY ESTIMATE is based on 91.8% ONE STUDY and 8.2% ALL OTHER STUDIES. https://t.co/j6e7ziPNAI [Tweet]. @ProfPHansen. https://twitter.com/ProfPHansen/status/1489366528956919808
Large enterprises and organizations use a vast variety ofdifferent information systems, databases, portals, wikis andKnowledge Bases [KBs] combining hundreds and thousandsof data and information sources.
Problemstellung: Big Data
The unified approachhas the advantage, that the enterprise has more control overthe data and quality, and the data querying is significantlyfaster.
he transitionary approach is advisable when datasecurity plays a vital role.
COVID-19 vaccine doses donated to COVAX. (n.d.). Our World in Data. Retrieved February 10, 2022, from https://ourworldindata.org/grapher/covax-donations
James 💙 Neill - 😷 🇪🇺🇮🇪🇬🇧🔶. (2022, January 14). @Kit_Yates_Maths Update. Note @UKHSA has revised recent RSV downwards. Https://t.co/tkGQRivemE [Tweet]. @jneill. https://twitter.com/jneill/status/1482009727760539649
Charles #GetCovered-ba 🩺. (2022, February 10). Yup. Https://t.co/UyKb4IVxUn [Tweet]. @charles_gaba. https://twitter.com/charles_gaba/status/1491617409261838340
Seth Trueger. (2022, February 9). I don’t think it’s the time to stop masking yet but let’s not pretend the big line isn’t going down https://t.co/UNjeOCTAD0 [Tweet]. @MDaware. https://twitter.com/MDaware/status/1491254938114326532
Tulio de Oliveira. (2022, February 9). As expected, Omicron BA.2 takes over in South Africa, close to 100% of the new genomes. What does it mean? Https://t.co/SAb9mGYSjN [Tweet]. @Tuliodna. https://twitter.com/Tuliodna/status/1491483399265075202
Country State (belongs to country) City (belongs to State) Neighborhood (belongs to city)
Yaniv Erlich on Twitter. (n.d.). Twitter. Retrieved February 8, 2022, from https://twitter.com/erlichya/status/1482847821397176325
Willett, J. D. S. (n.d.). Omicron: Vaccines remain the best defence against this COVID-19 variant and others. The Conversation. Retrieved February 8, 2022, from http://theconversation.com/omicron-vaccines-remain-the-best-defence-against-this-covid-19-variant-and-others-174195
Krutika Kuppalli, MD FIDSA. (2022, January 14). If you had #COVID19 once you can get it again (and again). Risk of reinfection in England with #Omicron was ~5.4 fold higher compared to #Delta The relative risk were 6.36 & 5.02 for unvaxxd & vaxxd cases—Implies protection against reinfection by Omicron may be as low as 19% [Tweet]. @KrutikaKuppalli. https://twitter.com/KrutikaKuppalli/status/1482074117742288898
Campbell, D., & Davis, N. (2022, January 14). Covid booster jabs in England to be thrown away as demand falls. The Guardian. https://www.theguardian.com/society/2022/jan/14/covid-booster-jabs-in-england-to-be-thrown-away-as-demand-falls
PaedsHaemDoc. (2022, January 9). Had the misfortune (via @fatemperor) to come across Dr Paul Alexander -apparently credentialed yet in single blog post demonstrates perfectly either a disconnect from rational thought or deliberate misinformation spreading of the #masspsychosis of the anti-Vax crew let’s examine https://t.co/Ctd49cb1qK [Tweet]. @dr_barrett. https://twitter.com/dr_barrett/status/1479986071832248322
Jorge A. Caballero, MD (jorgecaballero.eth). (2022, January 10). 🧵/ I just spoke with two journalists about data that shows how the U.S. healthcare system is collapsing before our eyes. The million dollar question during both interviews was, “What else could we be doing right now?” The answer: Flatten the hospitalization curve. Now. [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1480607009867132928
Adam Kucharski. (2022, February 8). Below figure being widely shared (from: Https://cdc.gov/mmwr/volumes/71/wr/mm7106e1.htm), but think it’s important to include uncertainty (i.e. 95% confidence intervals) when reporting estimates: Cloth mask: 56% (-17%-83%) lower odds than no mask Surgical mask: 66% (10%-87%) N95/KN95: 83% (36%-95%) https://t.co/SkPhF7CAJf [Tweet]. @AdamJKucharski. https://twitter.com/AdamJKucharski/status/1490946644837543938
Yaneer Bar-Yam on Twitter. (n.d.). Twitter. Retrieved February 7, 2022, from https://twitter.com/yaneerbaryam/status/1474091037861761026
Jorge A. Caballero, MD (jorgecaballero.eth). (2022, January 3). NEW: Daily #COVID19 admissions among U.S. children are twice as high as they were during the peak of the Delta wave source: HHS, https://healthdata.gov/Hospital/COVID-19-Reported-Patient-Impact-and-Hospital-Capa/g62h-syeh https://t.co/JqCksJevoU [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1478086649271578626
Tyler Black, MD. (2022, January 4). /1 =-=-=-=-=-=-=- Thread: Mortality in 2020 and myths =-=-=-=-=-=-=- 2020, unsurprisingly, came with excess death. There was an 18% increase in overall mortality, year on year. But let’s dive in a little bit deeper. The @CDCgov has updated WONDER, its mortality database. Https://t.co/DbbvvbTAZQ [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1478501508132048901
Adele Groyer. (2022, January 8). Friday report is now out. Https://covidactuaries.org/2022/01/07/the-friday-report-issue-58/ I am struck that perception of a “mild” Covid situation is relative. In SA natural deaths were >30% higher than predicted in Dec. The last time weekly death rates in E&W were more than 30% above 2015-19 levels was in Jan 2021. Https://t.co/S9fkn2WFVk [Tweet]. @AdeleGroyer. https://twitter.com/AdeleGroyer/status/1479760460589191170
Gabriel Hébert-Mild™ ⓥ. (2022, January 17). Manaus, Brazil ⚠️ Hospitalizations—Herd immunity attempt #4665—What do you see? Https://t.co/aFwC2bTUk2 [Tweet]. @Gab_H_R. https://twitter.com/Gab_H_R/status/1483023177890643970
This looks like an interesting tool for moving from notes to an outline to a written document. Could be interesting for dovetailing with a zettelkasten.
How to move data from something like Obsidian to Ginko Writer though?
Dr Emma Hodcroft. (2022, January 28). Just to clarify some confusion about what “Omicron” is. “Omicron” has always applied to the whole family (BA.1-3—We’ve known about them all since late-Nov/early-Dec). But the prevalence of BA.1 meant that it got shorthanded as ’Omicron’—That’s causing some confusion now!🥴 https://t.co/M4FwzGbluo [Tweet]. @firefoxx66. https://twitter.com/firefoxx66/status/1486999566725656576
Dr Nisreen Alwan 🌻. (2022, January 21). 8% of UK primary school kids had covid last week. Eight percent. Https://t.co/RKP23YxcYd [Tweet]. @Dr2NisreenAlwan. https://twitter.com/Dr2NisreenAlwan/status/1484647167956598787
(((Howard Forman))). (2022, January 21). NYC update (GREAT news heading into weekend) Cases down 43% with positive rate 7.3% (Manhattan 6.2%). Lowest rate since December 15. Hospital census down 13% back to levels of January 2. All trends (except deaths) favorable. Thanks to everyone who has helped get us here. Https://t.co/MLmptWLxKv [Tweet]. @thehowie. https://twitter.com/thehowie/status/1484608013885480962
Mike Honey 💉💉💉. (2022, January 27). Here’s the latest variant picture for Australia. BA.1 (Omicron) is still very dominant. The new sub-lineage BA.1.1 (with the Spike R346K mutation) is significant, but not growing rapidly. Https://t.co/LsOCkUQhai [Tweet]. @Mike_Honey_. https://twitter.com/Mike_Honey_/status/1486654152939765766
Barnes, O., & Alabi, L. O. (2022, January 27). UK coronavirus cases tick up 10%, symptom tracker app shows. Financial Times. https://www.ft.com/content/f9833324-7986-48c4-a96c-153049ed9b5a
BNO Newsroom. (2022, January 28). U.S. COVID update: Daily cases drop 13 days in a row, deaths still rising—New cases: 546,598—Average: 600,789 (-29,966)—States reporting: 46/50—In hospital: 143,574 (-2,881)—In ICU: 25,099 (-254)—New deaths: 3,061—Average: 2,525 (+88) Data: Https://newsnodes.com/us [Tweet]. @BNODesk. https://twitter.com/BNODesk/status/1486860664291446787
Prof. Christina Pagel. (2022, January 31). Update on growth of Omicron subvariant BA.2 in England from Wellcome Sanger data. Growing in all regions. The main Omicron variant we’ve had so far is BA.1. There is then its child BA.1.1 with an extra mutation and its brother BA.2 which is pretty different to BA.1. 1/2 https://t.co/iVxrf01P4o [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1488127760291799041
Seth Trueger. (2022, February 2). Cases are down but deaths have not peaked yet https://t.co/yM2U3lt1kl [Tweet]. @MDaware. https://twitter.com/MDaware/status/1488916026590957573
List of conventional power plants in Germany and European countries
James 💙 Neill - 😷 🇪🇺🇮🇪🇬🇧🔶. (2022, January 27). Norman has NOIDea Covid is almost entirely notified by labs not GPs. Norman is an embarrassment to @QMUL 🤦 https://t.co/3EqNd25OXZ [Tweet]. @jneill. https://twitter.com/jneill/status/1486671110372577290
(((Howard Forman))). (2022, February 3). Connecticut Cases down 19%. Positive rate is 6.6%, similar to early December. We are at comparable case levels to last winter. Hospitalizations down 32%. Deaths continue to decline, down 22%. Https://t.co/vqhn1AwM6b [Tweet]. @thehowie. https://twitter.com/thehowie/status/1489334682596429825
Elaine Maxwell. (2022, February 3). In the latest @ONS estimates of #LongCovid (up to 2nd Jan 2022), only 87 thousand of the 1.33 million cases were admitted to hospital with their acute Covid19 infection. [Tweet]. @maxwele2. https://twitter.com/maxwele2/status/1489179055412989953
Ashish K. Jha, MD, MPH on Twitter. (n.d.). Twitter. Retrieved February 2, 2022, from https://twitter.com/ashishkjha/status/1487868684412628996
Mahan Ghafari, ماهان غفاری. (2022, February 1). After the daily covid-19 cases in Iran dropped to record-low numbers last month, it is now back in full swing due to omicron! Map on the left (mostly coloured in blue) shows the situation in late december and the one on the right is from 2 days ago (many in amber or red). 1/ https://t.co/vgpwuiymbl [Tweet]. @Mahan_Ghafari. https://twitter.com/Mahan_Ghafari/status/1488481042847698946
Prof. Christina Pagel. (2022, January 26). here is BA.2 growth in Denmark. Https://t.co/stake8vHvq [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1486300603735330816
Viki Male on Twitter: “@jtmayes3 @kevinault Let’s begin by taking the 172,000 number at face value. About 190,000 ppl have been vaccinated during pregnancy in the US. So if that were true it’s a miscarriage rate of 90%… 1/ https://t.co/cXYXDv1UgB” / Twitter. (n.d.). Retrieved February 2, 2022, from https://twitter.com/VikiLovesFACS/status/1487313040785686528
Henry, J., & Tapper, J. (2022, January 29). Schools in England reinstate mask wearing rules as Covid cases soar. The Observer. https://www.theguardian.com/world/2022/jan/29/schools-in-england-reinstate-mask-wearing-rules-as-covid-and-absenteeism-soar
Joe Sill on Twitter. (n.d.). Twitter. Retrieved February 2, 2022, from https://twitter.com/joe_sill/status/1473489055136497664
Eric Topol. (2022, January 28). New and noteworthy data for vaccine effectiveness vs hospitalization, posted @CDCgov https://covid.cdc.gov/covid-data-tracker/#covidnet-hospitalizations-vaccination For age 65+, last week December, per 100,000 people Unvaccinated 239.7 2-dose vaccinated 26.8 3-dose (booster vaccinated) 4.8 That’s 98% reduction, 3-dose vs unvaccinated https://t.co/sSh8LPhAdm [Tweet]. @EricTopol. https://twitter.com/EricTopol/status/1486920474797826051
US government moves to end daily COVID-19 death reporting by hospitals. (n.d.). World Socialist Web Site. Retrieved February 2, 2022, from https://www.wsws.org/en/articles/2022/01/15/hhhs-j15.html
Gabriel Hébert-Mild™ ⓥ. (2022, February 1). UK Deaths following a reinfection! Tell me what you see here 👀 https://t.co/TbVAksnvrW [Tweet]. @Gab_H_R. https://twitter.com/Gab_H_R/status/1488623303463952387
Adam, D. (2022). Will Omicron end the pandemic? Here’s what experts say. Nature, 602(7895), 20–21. https://doi.org/10.1038/d41586-022-00210-7
Incidence of Omicron: One-in-five Canadians report COVID-19 infection in their household since Dec. 1. (2022, January 31). Angus Reid Institute. https://angusreid.org/omicron-incidence-restrictions/
Torjesen, I. (2022). Covid-19: Peak of viral shedding is later with omicron variant, Japanese data suggest. BMJ, 376, o89. https://doi.org/10.1136/bmj.o89
Mackay, A. I. M. & PhD. (2022, January 29). Thank goodness we did all the work. Virology Down Under. https://virologydownunder.com/thank-goodness-we-did-all-the-work/
Andrew Account for lags Kunzmann. (2022, January 30). Wait two years before we can tell who took the correct approach. OK, we’ll check back in March. Https://t.co/9ypiVCK428 [Tweet]. @1987Andrewk. https://twitter.com/1987Andrewk/status/1487727392286248963
Routen, A., O’Mahoney, L., Ayoubkhani, D., Banerjee, A., Brightling, C., Calvert, M., Chaturvedi, N., Diamond, I., Eggo, R., Elliott, P., Evans, R. A., Haroon, S., Herret, E., O’Hara, M. E., Shafran, R., Stanborough, J., Stephenson, T., Sterne, J., Ward, H., & Khunti, K. (2022). Understanding and tracking the impact of long COVID in the United Kingdom. Nature Medicine, 28(1), 11–15. https://doi.org/10.1038/s41591-021-01591-4
Just An Ordinary Bloke. (2022, January 30). PORTUGAL 90% of the Country is double dosed. This is what a good job looks like https://t.co/WctxHqsO8z [Tweet]. @Unusual_Times. https://twitter.com/Unusual_Times/status/1487756024450887687
Just An Ordinary Bloke. (2022, January 30). PORTUGAL 90% of the Country is double dosed. This is what a good job looks like https://t.co/WctxHqsO8z [Tweet]. @Unusual_Times. https://twitter.com/Unusual_Times/status/1487756024450887687 i
Tom Wenseleers. (2022, January 30). Seems that the second Omicron subvariant BA.2 may soon be about to cause cases to start rising again in South Africa... Or at least to stop the decline in new infections. Shows how fast immunity wanes & evolution can catch up. Https://t.co/3y4xqPgZ0L [Tweet]. @TWenseleers. https://twitter.com/TWenseleers/status/1487919837670219781
Michael Wagner. (2022, January 26). Omicron wave and its consequences.... Https://t.co/jNCYe2pa6k [Tweet]. @MichiWagner4. https://twitter.com/MichiWagner4/status/1486400536635129859
Early data indicate vaccines still protect against Omicron’s sister variant, BA.2. (2022, January 28). STAT. https://www.statnews.com/2022/01/28/early-data-indicate-vaccines-still-protect-against-omicrons-sister-variant-ba-2/
Evershed, N. (n.d.). The simple numbers every government should use to fight anti-vaccine misinformation. The Guardian. Retrieved January 30, 2022, from https://www.theguardian.com/news/datablog/ng-interactive/2022/jan/28/the-simple-numbers-every-government-should-use-to-fight-anti-vaccine-misinformation
Taylor, L. (2022). Covid-19: CoronaVac immunity is strongest after boosting with a different vaccine. BMJ, 376, o210. https://doi.org/10.1136/bmj.o210
Jorge A. Caballero, MD (jorgecaballero.eth). (2022, January 25). I’m not sure what to say anymore https://t.co/wapOCaoD6X [Tweet]. @DataDrivenMD. https://twitter.com/DataDrivenMD/status/1485914512360235010
Male, V. (2022). Menstruation and covid-19 vaccination. BMJ, 376, o142. https://doi.org/10.1136/bmj.o142
Infectious Diseases. (2022, January 26). In France, a recent rise in hospitalizations raises the concern that BA.2 may not just be the harmless wake of BA.1’s powerboat Yellow line—Hospital admission Black line—Death in hospital Red line—ICU admission [Tweet]. @InfectiousDz. https://twitter.com/InfectiousDz/status/1486306246823391237
Elliott, P., Eales, O., Bodinier, B., Tang, D., Wang, H., Jonnerby, J., Haw, D., Elliott, J., Whitaker, M., Walters, C., Atchison, C., Diggle, P., Page, A., Trotter, A., Ashby, D., Barclay, W., Taylor, G., Ward, H., Darzi, A., … Donnelly, C. (2022). Post-peak dynamics of a national Omicron SARS-CoV-2 epidemic during January 2022 [Working Paper]. http://spiral.imperial.ac.uk/handle/10044/1/93887
Woolcock, E. Y., Chris Smyth, Nicola. (n.d.). Record school infections mean national Covid cases no longer falling. Retrieved January 27, 2022, from https://www.thetimes.co.uk/article/record-school-infections-mean-national-covid-cases-no-longer-falling-k2t6js59s
Zimmerman, M. I., Porter, J. R., Ward, M. D., Singh, S., Vithani, N., Meller, A., Mallimadugula, U. L., Kuhn, C. E., Borowsky, J. H., Wiewiora, R. P., Hurley, M. F. D., Harbison, A. M., Fogarty, C. A., Coffland, J. E., Fadda, E., Voelz, V. A., Chodera, J. D., & Bowman, G. R. (2021). SARS-CoV-2 simulations go exascale to predict dramatic spike opening and cryptic pockets across the proteome. Nature Chemistry, 13(7), 651–659. https://doi.org/10.1038/s41557-021-00707-0
Amanda Lenhart and Kellie Owens, Good Intentions, Bad Inventions: The Four Myths of Healthy Tech (New York: Data & Society Research Institute, 2020), http://datasociety.net/pubs/Good-Intentions-Bad-Inventions.pdf.
Landing page for the article at Data & Society: https://datasociety.net/library/good-intentions-bad-inventions/
Coronavirus: Inside a long COVID clinic as patient who was “fit and healthy” can now “barely do anything.” (n.d.). Sky News. Retrieved January 25, 2022, from https://news.sky.com/story/coronavirus-inside-a-long-covid-clinic-as-patient-who-was-fit-and-healthy-can-now-barely-do-anything-12522619
Mike Honey 💉💉💉. (2022, January 22). Here’s the latest variant picture for BA.2 (Omicron). Globally it has been far less common than it’s sibling BA.1 lineage. The frequency of BA.2 is rising rapidly in several countries, notably India, Denmark & Singapore. 🧵 https://t.co/nE926hn9ws [Tweet]. @MikeHoney. https://twitter.com/Mike_Honey_/status/1484707779327950855
WHO/Europe. (2022, January 24). 732 days of #COVID19 in the WHO European Region – in 15 figures 👉 https://bit.ly/3rHKfAB Find out more in the thread 👇 https://t.co/3QGLeQ4jsO [Tweet]. @WHO_Europe. https://twitter.com/WHO_Europe/status/1485650319489052674
Budak, C., Soroka, S., Singh, L., Bailey, M., Bode, L., Chawla, N., Davis-Kean, P., Choudhury, M. D., Veaux, R. D., Hahn, U., Jensen, B., Ladd, J., Mneimneh, Z., Pasek, J., Raghunathan, T., Ryan, R., Smith, N. A., Stohr, K., & Traugott, M. (2021). Modeling Considerations for Quantitative Social Science Research Using Social Media Data. PsyArXiv. https://doi.org/10.31234/osf.io/3e2ux
Dr. Cecília Tomori. (2022, January 25). Maryland 24,183 new cases South Korea 8,571 new cases Maryland population 6.2 million South Korea population 51.82 million Perspective, even w SK sharply rising & MD headed down (hope it continues). [Tweet]. @DrTomori. https://twitter.com/DrTomori/status/1485792047252520962
Dave McNally. (2022, January 23). For the BA.2 watchers, looks like it doubling roughly every 4 days in the UK at the moment. Would make it the dominant strain around about February 14th. Maybe it is time to move away from the Greek alphabet and move onto their Gods instead. Eros variant? Https://t.co/G6mR5DUkz8 [Tweet]. @OliasDave. https://twitter.com/OliasDave/status/1485048710623076355
(((Howard Forman))). (2022, January 24). NYC update Positive rate 6.6%. Cases fewest since 12/13. Hospital census lowest since 1/1/2022. Hospital admits lowest since 12/22/2021. All indicators (except deaths) declining rapidly, but still well above pre-Omicron levels. Expect more swift progress this week. Https://t.co/IhKlwEEkXp [Tweet]. @thehowie. https://twitter.com/thehowie/status/1485719209359421452
Dr. Melvin Sanicas, #GetVaccinated. (2022, January 24). Smart people change their minds. They reconsider things they thought they’d already figure out when offered compelling data contradicting their previous understanding. Last week we saw the Swiss data. This is from #USA. #scicomm #dataviz #VaccinesSaveLives (h/t @OurWorldInData) https://t.co/Z5ONLNXr2u [Tweet]. @Vaccinologist. https://twitter.com/Vaccinologist/status/1485704680550412303
Notez que le coût pour une grande sécurité est incroyablement élevé. Si vous voulez fournir des données sur lesquelles vous êtes capable d’effectuer des calculs de manière complètement homomorphe, la taille va être extrêmement grande par rapport aux données initiales. Actuellement, c’est quelque chose qui n’est pas exploitable pour des calculs de type big data.
Ne pas faire de big data avec des donnees personnelles et faire du chiffrement homomorphe sur les donnees personnelles
casey briggs. (2022, January 22). Both Victoria and New South Wales are seeing continued improvement in COVID-19 hospitalisation https://t.co/O9rB6rqeIV [Tweet]. @CaseyBriggs. https://twitter.com/CaseyBriggs/status/1485013320336052227
James 💙 Neill - 😷 🇪🇺🇮🇪🇬🇧🔶. (2022, January 23). Of 51,141 deaths due to ischaemic heart diseases 32,872 (64.3%) had pre-existing conditions.💔 Do those 33k heart disease deaths not count? Or is an absence of pre-existing conditions only required for Covid deaths...😡⁉️ Source: ONS England 2019 [Tweet]. @jneill. https://twitter.com/jneill/status/1485327886164844546
Crane, M., & University, T. O. S. (n.d.). Vaccine hesitance dropped faster among Blacks, study finds. Retrieved January 24, 2022, from https://medicalxpress.com/news/2022-01-vaccine-hesitance-faster-blacks.html
Patone, M., Mei, X. W., Handunnetthi, L., Dixon, S., Zaccardi, F., Shankar-Hari, M., Watkinson, P., Khunti, K., Harnden, A., Coupland, C. A., Channon, K. M., Mills, N. L., Sheikh, A., & Hippisley-Cox, J. (2021). Risk of myocarditis following sequential COVID-19 vaccinations by age and sex (p. 2021.12.23.21268276). medRxiv. https://doi.org/10.1101/2021.12.23.21268276
Dr Satoshi Akima. (2022, January 8). I’ve had people mention rising case numbers in Japan and South Korea. But let’s really put that rise into perspective. Nations that have early accepted that #COVIDisAirborne simply fair better https://t.co/KaoE26gQ0N [Tweet]. @ToshiAkima. https://twitter.com/ToshiAkima/status/1479724180840988673
Kamrath, C., Rosenbauer, J., Eckert, A. J., Siedler, K., Bartelt, H., Klose, D., Sindichakis, M., Herrlinger, S., Lahn, V., & Holl, R. W. (2022). Incidence of Type 1 Diabetes in Children and Adolescents During the COVID-19 Pandemic in Germany: Results From the DPV Registry. Diabetes Care, dc210969. https://doi.org/10.2337/dc21-0969