Did you enjoy this long list of weird charts? The money continues to pour in. Eliza Strickland is a senior editor at IEEE Spectrum, where she covers AI, biomedical engineering, and other topics. One main feature of coronavirus lockdowns around the world is the complete or partial closure of borders, which brought much of international travel to a halt. "Covid and climate have brought us to a threshold.". The Tricky Ways Fox News Uses Data - Business Insider Which set of figures you believe to be the most accurate is unimportant, but the issue highlights the problems with data collection and misleading graphs drawn from problematic data. What do you wonder? The US has also experienced a giant labor shortage, especially in the leisure and entertainment sector; and there were a record 10m job openings in the country at the end of June. How can researchers tell if male and female dinosaurs, like the stegosaur, were different? After a Covid-induced blip last year, greenhouse gas emissions have roared back in 2021, further dampening slim hopes that the world will keep within the 1.5C limit. That said, they were able to determine that the vast majority of sharks that attacked humans were great white sharks, followed by tiger sharks and then bull sharks. But a new statistical approach offers insight into this question and others across science. Anyone who got a positive test result counted onceas a positive. Democratic governors instituted stricter lockdown measures than their Republican counterparts. Creating these evaluations "feels like a new part of the AI scientific field," Clark says. The Curse Of The Cluster. When the vaccines were touted as having been created at warp speed, well, we in science were very proud of that, but the way that was heard by a lot of people was, Ooo, they probably cut corners, Schaffner said. A major story during the pandemic has been the global supply crisis, which has been attributed to the various shocks that the worlds economies have undergone since the outbreak. The worst graphstypically misuse visual proximity, manipulate data, and omit important details from chart titles and captions [1]. Copyright 2023 IEEE All rights reserved. You can still enjoy your subscription until the end of your current billing period. Tech downturn layoffs so far this year So the fact that negative results were counted multiple times becomes hugely problematic. News. Why havent people gotten upset about how our social distancing signs are fostering innumeracy? China's massive solar farms transforming world energy, so small that it registers as a "blip", hardly distinguishable from the year-to-year fluctuations of the carbon cycle, The past decade was the hottest on record, In Europe it was the hottest year ever, while globally 2020 tied with 2016 as the warmest, El Nio event (a large band of warm water that forms in the Pacific Ocean every few years), largest wildfires ever recorded in the US states of California, "black summer" of fires in eastern Australia, the thin, dark seasonal ice that is increasingly taking its place, twice as much carbon as the atmosphere does, Brazil, the Democratic Republic of the Congo and Indonesia, The revolutionary plan to save the Congo Basin. . Check if your 27 April comes after 28 April, 1st May comes before 30th April, and the 2nd of May comes after the 6th and 5th of May. The World Economic Forum launched a campaign this year to plant one trillion trees to absorb carbon. 5. You name the illness, whether its a communicable disease or its diabetes, minority populations are disadvantaged in terms of the impact of disease, said Schaffner. Since 1990 the world has lost 178 million hectares of forest (690,000 square miles) an area the size of Libya. Many countries went into months of lockdown in 2020 in a bid to stem the spread of Covid-19, which reduced cross-border travel and accelerated job losses. Statistics. 2023 CNBC LLC. While many trends in AI were largely unaffected by the global pandemic, this chart shows that private investment in 2020 skewed toward certain sectors that have played big roles in the world's response to COVID-19. Statistics is the application of mathematical concepts to understanding and analysing large collections of data. According to the Grantham Institute, it is possible though not conclusively shown that 2018 Arctic conditions provoked the "Beast from the East" winter storm in Europe in 2018 by altering the jet stream, a current of air high in the atmosphere. The exceptionally warm temperatures triggered the largest wildfires ever recorded in the US states of California and Colorado, and the "black summer" of fires in eastern Australia. The example here shows error rates in speech-recognition programs from leading companies. Even then, you would want to label the axis with the correct log scale; The Fox News graph failed to divulge they used a quasi -logarithmic scale. Both continuous permafrost (long, uninterrupted stretches of permafrost) and discontinuous (a more fragmented kind) are in decline. Heres the best strategy for your firstguess, Did male and female dinosaurs differ? CNN . The amount of CO2 in the atmosphere reached record levels in 2020, hitting 417 parts per million in May. 5. The IMF said in October the world economy has started to . COVID Testing. From logarithmic scales to time travel, here are a few of the worst Covid-19 related . Global corporate investment in AI soared to nearly $68 billion in 2020, an increase of 40 percent over the year before. But is it bad? 4. News in 2021 | Nature What should a secular society really look like? Daniel Kornev - Chief Executive Officer - LinkedIn As we reach the second anniversary of the pandemic being declared a national emergency in the US, infectious disease experts suggest with caveats that the worst could be over and that we could soon see something like life before Covid-19, at least in terms of gathering with others indoors. Its hard to imagine that there was a time when Zoom and other videoconferencing platforms were not a part of daily life for white-collar workers in the United States. Visual displays in the news media become critical during escalating events such as the COVID-19 pandemic, as they facilitate the communication of complex information to the public. He then went through a series of terrible Fox News graphs, including one that tried to show the top marginal tax rate exploding under former President Barack Obama, even though the actual increase . That wave caused the highest number of hospitalizations throughout the entire pandemic, at one point leading to a seven-day average of almost 160,000 hospitalizations. If one part of the climate system changes, the rest of the system will respond," says Stroeve. Preclinical research the kind that takes place before testing on humans often guides decisions about which potential treatments should continue to clinical trials. IEEE websites place cookies on your device to give you the best user experience. Misleading Graphs: Real Life Examples - Statistics How To Here is our take on some of the key trends in the data infra market in 2023. Whatever the actual number is, it could have been significantly lower had more people decided to get vaccinated against the virus, Lessler said. Spectrum: Autism Research News. Join one million Future fans by liking us onFacebook, or follow us onTwitterorInstagram. Graphics of the year making sense of 2021 | Financial Times 15 Graphs You Need to See to Understand AI in 2021. For a full comparison of Standard and Premium Digital, click here. SAN FRANCISCO, Feb. 28, 2023 /PRNewswire/ -- Edge & Node, the initial team behind The Graph, a decentralized indexing protocol for querying blockchain data, today announced that it has begun running an active indexer operation on The Graph's decentralized . NVIDIA GeForce 531.18 WHQL Graphics Driver Released As of Dec. 29, 2021, Canada recorded more than 2 million confirmed COVID-19 cases, with 30,353 recorded deaths. The unemployment rate was 3.7% in November 2022. NBC News is tracking the status of state-level abortion laws and restrictions across the country, as well as exceptions in places where bans are in effect. Experts warn that fake news sites are weakening the public's ability to distinguish . "We're seeing these innovations flow through to another area of AI really quickly," he says. Murdaugh, 54, was found guilty Thursday of murdering his wife and younger son in June 2021. November unemployment fell for Hispanic workers and Black women, while holding steady overall Even though many Black people have managed to overcome their vaccine hesitancy, its unlikely that many more unvaccinated people in that demographic and others will opt to get the shots, said Schaffner. 15 Bad Data Visualization Examples - Rigorous Themes A few creative ways graphs have been used this year to distort Covid-19 facts. It is consistently one of the 10 most popular websites ranked by Similarweb and formerly Alexa; as of 2022, Wikipedia . Thousands more Australians died in 2022 than expected. While most of the time . You may also opt to downgrade to Standard Digital, a robust journalistic offering that fulfils many users needs. 2019/Nature Communications/BBC). Of the 200 activities of daily life shown therein, AI systems had the toughest time recognizing the activity of coffee drinking in both 2019 and 2020. There's a larger issue with bias here that bedevils all forms of AI, including computer vision and decision-support tools. We dont do terribly well with our influenza vaccine campaigns we do OK but not great and I think we would have a hard time telling people to roll up both sleeves.. What Five Graphs from the U.N. Climate Report Reveal About Our - Eos Student Bullying Is Down Significantly - US News & World Report NBC News visualizations and data analysis | NBC News The AllSides chart focuses solely on political bias. Your source for the latest research news. All Rights Reserved. Christina Koch/NASA November 1, 2021 A new statistical technique is helping answer thequestion, Do the math when measuring social distancing: two metres is not the same as sixfeet, COVID death data can be shared to make it look like vaccines dont work, or worse but thats not the wholepicture, The thousands of vulnerable people harmed by Facebook and Instagram are lost in Metas average userdata, Statistical ecology can unlock the power of biodiversity data inAfrica, Does batting second in T20 world cup cricket offer a crucial advantage? Laurence Shaw, Nottingham Trent University, Ian Varley, Nottingham Trent University and Bradley Sprouse, Nottingham Trent University, Adrian Esterman, University of South Australia, Richard Border, University of California, Los Angeles and Noah Zaitlen, University of California, Los Angeles, Paul Allin, Imperial College London; Diane Coyle, University of Cambridge, and Tim Jackson, University of Surrey, Sharon DeWitte, University of South Carolina, Jonathan B. Santo, University of Nebraska Omaha and Kelly Rhea MacArthur, University of Nebraska Omaha, Konstantinos Pelechrinis, University of Pittsburgh and Wayne Winston, Indiana University, Derek Horstmeyer, George Mason University, Evan Thomas Saitta, University of Chicago, Egan J Chernoff, University of Saskatchewan, Jacques Raubenheimer, University of Sydney, Joseph Bak-Coleman, University of Washington, Henintsoa Onivola Minoarivelo, University of Cape Town; Francisco Cervantes Peralta, University of Cape Town, and Timothy Kuiper, University of Cape Town, Christopher Drovandi, Queensland University of Technology, Professor of the Practice of Data Science, Washington University in St Louis, Senior Lecturer in Statistics, University of Glasgow, Professor of Economics and Public Policy, ANU College of Arts and Social Sciences, Australian National University, Professor of Business and Sports Analytics, University of Leeds, Professor of Biostatistics and Epidemiology, University of South Australia, Professor of Statistics and Interim Dean, College of Science, Virginia Tech, Professor of Statistics, Queensland University of Technology, Associate Professor, Centre for Social Research and Methods, Director, Centre for Economic Policy Research (CEPR), Australian National University, Professor of Bioinformatics, Walter and Eliza Hall Institute, Associate Professor of Mathematical Sciences, University of Technology Sydney, Biostatistician, The University of Melbourne, Professor, Future Fellow and Head of Statistics at UNSW, and a Deputy Director of the Australian Centre of Excellence in Mathematical and Statistical Frontiers (ACEMS), UNSW Sydney, Assistant Professor, Department of Statistics and Actuarial Science, University of Waterloo, Laureate Professor of Mathematics, University of Newcastle. By using our websites, you agree to the placement of these cookies. Premium Digital includes access to our premier business column, Lex, as well as 15 curated newsletters covering key business themes with original, in-depth reporting. For an optimal experience visit our site on another browser. "The intensity of those fires and number of people being killed is truly significant," says Siegert. US labor force participation in January was also only about 62%, which remained more than a percentage point less than before the pandemic, said Barankay. As workers slowly return to offices, will work life snap back to how it was in 2019? Chart of the change in total US employment from the month before the pandemic began causing massive job losses, February 2020. Game Ready This new Game Ready Driver provides the best gaming experience for the latest new titles supporting NVIDIA DLSS 3 technology including Atomic Heart and the closed Beta of THE FINALS. Chart comparing US race/ethnicities share of the Covid-19 deaths to their share of the US population. LinkedIn found that the global pandemic did not put a dent in AI hiring in 2020. Between 1979-2018, the proportion of Arctic sea ice that is at least five years old declined from 30% to 2%, according to the IPCC. If you haven't had time to read the AI Index Report for 2021, which clocks in at 222 pages, don't worrywe've got you covered. Wrong audience. Welcome to the newly launched Education Spotlight page! The MarketWatch News Department was not involved in the creation of this content. All Rights Reserved. Explaining the news through visualizations and data analysis from the NBC News Digital Data/Graphics team. These invented stories supported by bad data are part of a new trend. How does life expectancy differ among ethnic and racial groups? How has Covid changed this relationship? Look at the graph: What do you notice? . What to the stats really say? But 2020 was unusual because the world experienced a La Nia event (the reverse of El Nio, with a cooler band of water forming). "China has a stated policy of getting journal publications," he notes, and government agencies play a larger role in research, whereas in the United States, a good portion of R&D happens within corporations. Data from that same survey tells a similar story about race/ethnic identity. Composite: Getty Images/EPA/Shutterstock, How Covid shook the US: eight charts that capture the last two years. IPCC [2021] The takeaway: The world has warmed 1.1C compared to preindustrial levels, and regional hot spots already feel the heat, but we have not surpassed the Paris Agreement goal of limiting . Now that the number of Omicron cases and hospitalizations have plummeted, elected officials and business leaders again feel confident in their reading of the waves but Schaffner does not necessarily share their assessment. Such a toll is equivalent to the 15th most populous city in the country, more than San Francisco, Washington DC or Boston. If you do nothing, you will be auto-enrolled in our premium digital monthly subscription plan and retain complete access for $69 per month. Stopping COVID-19 with Misleading Graphs | by Nikita Kotsehub | Towards More than 965,000 people have died from Covid during the pandemic. While inequality within countries has gone up as a result . Workers expectations of their employers also changed significantly during the pandemic. university There are any number of excellent STEM programs that focus on girls and underrepresented minorities. Data from LinkedIn shows that Brazil, India, Canada, Singapore, and South Africa had the highest growth in AI hiring from 2016 to 2020. Mathematical model suggests information processing lies at the heart of decision making. Global income inequality has gone down. Enter keywords to search for news articles: . The oldest person in the world, Kane Tanaka of Japan, died in April 2022 at 119 years. Currently around 65% of the population is fully vaccinated. Simply log into Settings & Account and select "Cancel" on the right-hand side. Forget about logarithmic scales, missing or truncated data, this graph performs a very special trick: Time travel. Visual displays in the news media become critical during escalating events such as the COVID-19 pandemic, as they facilitate the communication of complex information to the public.