And because the Arctic is warming faster than lower latitudes, there is a weakening of the jet stream. All; 2023; 2022 . people had to meet strict requirements (e.g. If youd like to retain your premium access and save 20%, you can opt to pay annually at the end of the trial. Weve had multiple false dawns that the worst is over and now hopes are growing again, with controls easing, but experts have cautioned we must remain vigilant for new variants and prepare for an endemic phase of the disease. Deeply interested readers can dive into the report to learn more; it contains chapters on R&D, technical performance, the economy, AI education, ethical challenges of AI applications, diversity in AI, and AI policy and national strategies. 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 . In part because of school closures, lots of women left the labor force, and now we are starting to see a trickle back into the labor force, said Barankay. Graphs data structures that show the relationship among objects are highly versatile. "Temperature difference between the equator and poles drives a lot of our large-scale weather systems, including the jet stream," says Stroeve. Copyright 2023 IEEE All rights reserved. But attempts to replicate 50 studies found the odds of getting the same results were only about 50-50. The summer of 2020 saw sea ice area at its second lowest on record, and sea ice extent (a larger measure, which includes ocean areas where at least 15% ice appears) also at its second lowest. It is obviously good news if prosperity is more shared across the globe. In Europe it was the hottest year ever, while globally 2020 tied with 2016 as the warmest. Australias new pay equality law risks failing women unless we make this simplefix, A brief history of statistics in football: why actual goals remain king in predicting who willwin, World Cup 2022: how injuries could affect the rest of the domestic and Champions Leagueseason, Thousands more Australians died in 2022 than expected. The meteoric rise of natural language processing (NLP) seems to be following the trajectory of computer vision, which went from an academic subspecialty to widespread commercial deployment over the past decade. For caring about the article information quality. Max Roser, CC BY-SA. Is there a limit to human life expectancy? The best news, sport, entertainment, science and technology infographics for print and digital media. The 2021 AI Index provides insight into jobs, publications, diversity, and more. This graph is visually deceptive, inverting and misstating the information that rankings are supposed to convey. Amid the global threats posed by climate change, spiralling energy costs, insecure employment and widening inequality, the need to rethink our notion of progress is now an urgent priority. Debut drug for Rett syndrome at edge of approval . That means if a person tested negative six times, then the negative count got updated by six. 2021 Stress in America Graphs. CNBC stories featuring tables, charts, infographics, and data visualizations. In the past years, AI has gotten really, really good at static image recognition; the next frontier in computer vision is video. The IMF said in October the world economy has started to recover, but warned the return to pre-pandemic levels will be "long, uneven, and uncertain.". NBC News tracked what the president talked about in tonights address. What do you wonder? NBC News is tracking monthly inflation levels for gas, flights, groceries and more. There were deaths from COVID and . Yet most companies seem unaware or unconcerned about the risks accompanying this new technology. Heres the best strategy for your firstguess, Did male and female dinosaurs differ? The boom in investment from pharma-related companies is the most obvious, but it also seems possible that the increased funding for edtech and gaming has something to do with the fact that students and adults alike have spent a lot of the last year in front of their computers. Off the coast of Los Angeles a record-breaking flotilla of container ships has been waiting to unload goods. The massive document, produced by the Stanford Institute for Human-Centered Artificial Intelligence, is packed full of data and graphs, and we've plucked out 15 that provide a snapshot of the current state of AI. 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.. 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. Border encounters reach 21-year high. being pressured into doing things they did not want . 2019/Nature Communications/BBC). The number, compiled by Johns . Updated regularly. What's to be done? While most of the time . Permafrost contains a huge amount of greenhouse gases, including CO2 and methane, which are released into the atmosphere as it thaws. "They have also suffered greater job or income losses.". Most sectors lost jobs. CNN . Want to learn more about this feature? The Startup Frenzy Is Over. BHUBANESWAR: The crime graph in Odisha is rising with the state recording 15% rise in overall crime in 2022 compared against 2021, data shared by the government in the assembly on Monday revealed. Chart of the change in total US employment from the month before the pandemic began causing massive job losses, February 2020. Global estimates of modern-day slavery by the United Nations reveal improving methods for calculating the data. How can researchers tell if male and female dinosaurs, like the stegosaur, were different? The heatwave accelerated the melting of sea ice in the East Siberian and Laptev seas and delayed the usual Arctic freeze by almost two months. Forced laborers lived in prison cells at one palm oil plantation in Indonesia. The lack of large numbers of fossils makes it hard to study sexual dimorphism in dinosaurs. Read about statistics software, news and research from research institutes around the world. People dont randomly select who they have children with. Your source for the latest research news. 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. People of lower income were less likely to get vaccinated. Explaining the news through visualizations and data analysis from the NBC News Digital Data/Graphics team. It's easy to imagine a graph depicting a social media network's web of connections. At an April 6, 2020, Coronavirus Task Force Briefing, the president claimed that testing was "going up at a rapid rate.". Since the start of the vaccine campaign in December 2020, 79.4 per cent of people . If one part of the climate system changes, the rest of the system will respond," says Stroeve. These graphs were published in the New York Times article "179 Reasons You Probably Don't Need to Panic About Inflation" published on Aug. 18, 2021. Whatever the actual number is, it could have been significantly lower had more people decided to get vaccinated against the virus, Lessler said. "White ice reflects a lot of energy from the Sun and helps slow the rate of global warming," says Michael Meredith, a polar researcher at the British Antarctic Survey. One benchmark of performance is the ActivityNet data set, which contains nearly 650 hours of footage from a total of 20,000 videos. This article investigates the use of graphs in Korea's news media during the COVID-19 outbreak. Gain a global perspective on the US and go beyond with curated news and analysis from 600 Imagine how the many rows and columns that consist of numbers can be very confusing to interpret, hence the need for data visualization . Hard to compare. You may change or cancel your subscription or trial at any time online. U.S. gun violence: The story in charts and graphs. Wrong audience. A few creative ways graphs have been used this year to distort Covid-19 facts. From unprecedented wildfires across the US to the extraordinary heat of Siberia, the impacts of climate change were felt in every corner of the world in 2020. This article investigates the use of graphs in Korea's news media during the COVID-19 outbreak. 55319 31 . Clive Palmer says vaccines dont work and Craig Kelly is among those misinterpreting statistics to suggest COVID vaccines are causing more deaths overseas. The unemployment rate was 3.7% in November 2022. When I come to a place that . An estimated 45% of all carbon on land is stored in trees and forest soil. . Got a confidential news tip? Standard Digital includes access to a wealth of global news, analysis and expert opinion. Researchers are building systems that can recognize various activities from video clips, since that type of recognition could be broadly useful if ported over to the real world (think about self-driving cars, surveillance cameras, and so forth). 2023 2 125240 . Fake news websitesmany with official-sounding names and professional-looking designsare multiplying. What do you notice and wonder about the intensity, peak and duration of respiratory illnesses in the U.S.? 2023 CNBC LLC. The current unemployment rate, which measures the percentage of workers who want a job but don't have one, has remained low as the U.S. economy continues to rebound from COVID-19. This seems like a major problem, since coffee drinking is the fundamental activity from which all other activities flow. "We're seeing these innovations flow through to another area of AI really quickly," he says. There has been an avalanche of new stories that says boosters are good things, and they havent taken advantage of it, so I think we have pretty much reached a maximum, and if going forward, an annual booster may be required, that will be a hard sell, said Schaffner. As of Nov. 1, more than 150 countries and territories had eased Covid-related travel restrictions, according to the United Nations World Tourism Organization. February 22, 2021. Image classifier systems from a variety of companies were trained on the standard ImageNet database, and ranked on the amount of time it took to train them. Some industries, however, still have far fewer jobs, particularly those that necessitate people working in person, such as mining and logging, leisure and hospitality and education and health services. Join one million Future fans by liking us onFacebook, or follow us onTwitterorInstagram. America's largest lender, Quicken Loans, was writing $1 billion of loans per day! Global corporate investment in AI soared to nearly $68 billion in 2020, an increase of 40 percent over the year before. Governments have increased spending to protect jobs and support workers. 7 of the 10 states most dependent on the federal government were Republican-voting, with the average red state receiving $1.05 per dollar spent. LinkedIn found that the global pandemic did not put a dent in AI hiring in 2020. 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 . The IMF said in October the world economy has started to . We want to hear from you. A Snapchat video placing him near the scene was the final "nail" sealing the case, state Attorney . SINGAPORE The Covid-19 pandemic has sent the global economy into one of its worst recessions ever, and it isn't yet clear when a full recovery will be in place. With that in mind, here are the charts to watch in 2022: 1: Jobs: There were 148.6 million workers employed through November, according to the BLS's payrolls survey. Beyond GDP: changing how we measure progress is key to tackling a world in crisis three leadingexperts, Old age isnt a modern phenomenon many people lived long enough to grow old in the olden days,too, Women are better at statistics than theythink, The mathematics of human behaviour: how my new model can spot liars and counter disinformation, The hot hand is a real basketball phenomenon but only some players have the ability to go on these, Major study shows the need to improve how scientists approach, Want to master Wordle? The problem? Statistics. After operating an Indexer altruistically in The Graph network for two years, E&N officially joins The Graph's diversified indexer base. Over the last two months, the percentage of people who have been fully vaccinated has only increased by about three percentage points, from 61% of the US population to 64%. By. 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. The report states the impact of this speedup: "Imagine the difference between waiting a few seconds for a system to train versus waiting a few hours, and what that difference means for the type and volume of ideas researchers explore and how risky they might be.". "We are seeing record levels every year," says Ralph Keeling, head of the CO2 programme at the Scripps Institution of Oceanography, which has been tracking CO2 concentrations from the Mauna Loa observatory in Hawaii since 1958. Record temperatures, including 2016, usually coincide with an El Nio event (a large band of warm water that forms in the Pacific Ocean every few years), which results in large-scale warming of ocean surface temperatures. AI research is booming: More than 120,000 peer-reviewed AI papers were published in 2019. The World Economic Forum launched a campaign this year to plant one trillion trees to absorb carbon. Ethical concerns related to AI, such as privacy and fairness, are one of the hottest topics in AI research today, but apparently business hasn't yet gotten the memo. We would have to create new vaccines and start vaccinating all over again, which would have all the impact of the proverbial lead balloon, said Schaffner. Articles on Graphs. For an optimal experience visit our site on another browser. Preclinical studies are an important part of biomedical research, often guiding future trials in humans. Read about our approach to external linking. Click this link for the original source of this article. 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. In 2015-20 the annual deforestation rate was 10 million hectares (39,000 square miles, or about the size of Iceland), compared to 12 million hectares (46,000 square miles) in the previous five years. The next Irish general election to Dil ireann, the lower house of Ireland's parliament, the Oireachtas, will be held by March 2025, to elect between 171 and 181 TDs across Dil constituencies of between 3 and 5 seats.. To download a larger version of each chart, right . News. How do global temperatures for the last eight years compare to the mid-20th century average temperature? Phone: 617-253-2709 . What do you notice in the graph? Argentina's number of COVID-19 tests. High temperature anomalies have become greater and more frequent in recent years on land, air and sea (Credit: NOAA/BBC). For perspective, I recreated what the graph should look like with correct intervals on the y-axis (left), compared to a logarithmic scale similar to the one used by the Fox News graphic (right): You should only use log scales when there are clear reasons to graph order of magnitude. by Shaena Montanari / 2 March 2023. November unemployment fell for Hispanic workers and Black women, while holding steady overall Graphs about income, education, health care and the pandemic can help students think critically about stubborn and growing inequalities in American society. How has Covid changed this relationship? However, while the BJP's vote share has oscillated between 49.85% in 2002 and 49.50% in 2017, the party's seat tally has dwindled in each successive election - from 127 seats in 2002 (49.85%) to 119 seats in 2007 (49.12%), 115 seats in 2012 (48.85%) and 99 seats in 2017 . 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At first glance, this graph from Jacksonville FL mayor Lenny curry on Twitter (@lennycurry) is typical of many graphs to emerge from the state of Florida this year that arent quite what they seem: Dont be surprised if you cant immediately see whats wrong with this graph: Its not the visual thats the problem, but rather the data behind it. Kevin Durant is one of the NBA players who shows the ability to go on hot streaks. Cristina Banks, director of the Interdisciplinary Center for Healthy Workplaces at the University of California, Berkeley, said the forced changes of the crisis have opened up possibilities. The U.S. Food and Drug Administration plans to make an approval decision on the first-ever drug for girls and women with Rett syndrome by 12 March. AI4ALL comes to mind. But a new statistical approach offers insight into this question and others across science. Subscribe now to receive Census Bureau news releases and updates via email or SMS. But many restrictions remain in place to limit movements across the borders, said UNWTO. Frances Lucas Hernandez was unable to play the rest of World Cup after injuring his hamstring in Frances first match. Put the text of the Bible into AI and let it answer questions to see if it can make sense of what is often poorly written and often seems contradictory. She holds a masters degree in journalism from Columbia University. or Murdaugh, 54, was found guilty Thursday of murdering his wife and younger son in June 2021. The U.S. surgeon general released a brochure this week warning against misleading memes and graphs online in an effort to stamp out "health misinformation." Americans received more than 15 billion political texts in 2022, after a Supreme Court decision paved the way for unlimited political texting. Welcome to the newly launched Education Spotlight page! One way to work on embedded bias and discrimination in AI systems is to ensure diversity in the groups that are building them. 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 . 9. Currently around 65% of the population is fully vaccinated. There are no answers yet, but I think instead of following blindly a leader in an industry, some people are engaging in conversations and saying: Why cant we have people working worldwide and all different hours?, Original reporting and incisive analysis, direct from the Guardian every morning, In just two years, Covid has killed nearly 1 million people in the US. Measuring the performance of NLP systems has become tricky: "Academics are coming up with metrics they think no one can beat, then a system comes along in six months and beats it," Clark says. Failure to replicate research results suggests a need to increase the quality of studies. "There's a high chance we . Undergraduate students at the University of Nebraska Omaha collaborate on a group assignment for a STEM course. Then that summer, the Delta variant, which was twice as contagious as previous variants, arrived in the US, causing a new wave of infections and worries. They show the year . The money continues to pour in. Image: Yale University What's wrong with this picture? What do you wonder? Forget about logarithmic scales, missing or truncated data, this graph performs a very special trick: Time travel. 2023. Bad graphs and inaccurate data can cause readers to draw the wrong conclusions. From logarithmic scales to time travel, here are a few of the worst Covid-19 related graphs to come out this year. If you need to show that your country is great at testing people, just ask Argentinian media for advice, they have done a great job with the following graph: They also started the scale ay y = 30, presumably to minimize the 33 cases on March 18. Oct. 21, 2021. Late last month, the United States reached what CBS News called a " grim milestone ," topping 6 million confirmed Covid-19 cases. Press Inquiries. Note: The death toll in Syria and Turkey for the recent earthquake has surpassed 40,000 (as of . The International Monetary Fund forecast the global economy could shrink 4.4% this year, before bouncing back to 5.2% growth in 2021. Whats Going On in This Graph? 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. The most important auto race of the season is looming; it will be broadcast live on national television and could bring major . 7. A lot of the issue comes in the way the data is presented. The current Taoiseach is Leo Varadkar, leader of Fine Gael . As of February 2022, the US is still 2.1m jobs behind that benchmark. Crimes in Odisha rose by 15% last year. Workers expectations of their employers also changed significantly during the pandemic. But is it bad? In this article, we will look at how Argentinian, Russian, and Georgian media have been "fighting" the outbreak by manipulating graphs. COVID was behind the majority of them. The latest developments in autism research. BJP aims for best show ever; Congress hopes it's graph will keep rising. Tech downturn layoffs so far this year Kiki Cahyadi/Anadolu Agency via Getty Images. To learn more, read our Privacy Policy. Statistical pitfalls in GWAS can result in misleading conclusions about whether some traits (like long horns or spotted skin, in the case of dinosaurs) are genetically linked. Yes, language models for tasks like speech recognition and text generation have gotten really good in general. What do you notice about these 22 temperature trend graphs? Jack Clark, codirector of the AI Index Steering Committee, tells IEEE Spectrum that the data seems like "an indicator of academic success" for China, and is also a reflection of different AI ecosystems in different countries. Enter keywords to search for news articles: Submit. Researchers test their systems for performance, but few test their systems for harmful bias. You can still enjoy your subscription until the end of your current billing period. The Arctic sea ice has been diminishing rapidly since detailed records began in the 1970s, in a feedback cycle of warming and melting (Credit: NSIDC/BBC). COVID Testing. Premium access for businesses and educational institutions. 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