Here's our roundup of the worst infographics of 2020. people had to meet strict requirements (e.g. 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. The 2021 AI Index provides insight into jobs, publications, diversity, and more. November unemployment fell for Hispanic workers and Black women, while holding steady overall "We saw record levels again this year despite Covid.". The World Economic Forum launched a campaign this year to plant one trillion trees to absorb carbon. Corporations may not care about AI ethics yet, but researchers increasingly do. What do you wonder? At an April 6, 2020, Coronavirus Task Force Briefing, the president claimed that testing was "going up at a rapid rate.". being the subject of rumors. What's to be done? 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. While planting trees might help cancel out the last 10 years of CO2 emissions, it cannot solve the climate crisis on its own, according to Waring. It had dipped as low as 60%. Eliza Strickland is a senior editor at IEEE Spectrum, where she covers AI, biomedical engineering, and other topics. Lessler attributes the difference between the official Covid death tally and the CDC excess death count to Covid deaths that did not get attributed to Sars-CoV-2, but that being said, I think detailed analysis will be needed before we can say that with 100% certainty. Plus, both sources (Florida Department of Health and an experienced Data Scientist) are, at first glance, reputable, making it even more of a challenge to figure out who is right. 1. From logarithmic scales to time travel, here are a few of the worst Covid-19 related graphs to come out this year. Of those who were tested: Notice that the graph isnt countsits percentages. Soils in the permafrost region, which spans around 23 million square kilometres (8.9 million square miles) across Siberia, Greenland, Canada and the Arctic, hold twice as much carbon as the atmosphere does almost 1,600 billion tonnes. As of February 2022, the US is still 2.1m jobs behind that benchmark. The loss of ice is believed to be disrupting weather patterns around the world already. Oct. 21, 2021. Imtiyaz Shaikh | Anadolu Agency | Getty Images, The International Monetary Fund forecast the global economy. How does life expectancy differ among ethnic and racial groups? . Informational charts from January Stress Snapshot. The latest developments in autism research. It's old news that Chinese researchers are publishing the most peer-reviewed papers on AIChina took that lead in 2017. Schaffner is also . Publication Date: March 4, 2021. Research from Meta and some scientists shows no harm from social media, but other research and whistleblower testimony show otherwise. COVID Testing. 7. We haven't had that for 55 million years. From logarithmic scales to time travel, here are a few of the worst Covid-19 related . The year 2020 was more than 1.2C hotter than the average year in the 19th Century. Despite being 25 years old, the Dixon-Coles model is still the gold standard of football prediction. Nowhere is that increase in heat more keenly felt than in the Arctic. The last time CO2 levels exceeded 400 parts per million was around four million years ago, during the Pliocene era, when global temperatures were 2-4C warmer and sea levels were 10-25 metres (33-82 feet) higher than they are now. . Tech downturn layoffs so far this year Graphic News latest infographics. 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. There were deaths from COVID and . The March 2023 issue of IEEE Spectrum is here! The AllSides Chart. There is a promising trend of growing research and training in statistical ecology in Africa. You may also opt to downgrade to Standard Digital, a robust journalistic offering that fulfils many users needs. 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. "The intensity of those fires and number of people being killed is truly significant," says Siegert. Data is a real-time snapshot *Data is delayed at least 15 minutes. organisation Look at the graph: What do you notice? News. The share of homes sold to absentee owners has increased since 2020 across nine major metro areas, an NBC News analysis of real estate data found. This week, LeBron James, the Los Angeles Lakers forward, became the N.B.A.s career scoring leader. Stanford Institute for Human-Centered Artificial Intelligence, 12 Graphs That Explain the State of AI in 2022 , 50 Years Later, Were Still Living in the Xerox Altos World. Personal income increased $131.1 billion, or 0.6 percent at a monthly rate, while consumer spending increased $312.5 billion, or 1.8 percent, in January. 55319 31 . "The vaccine discovery is a shot in the arm, but not until 2022," Citi economists said in a report in early December. By using our websites, you agree to the placement of these cookies. 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. It has been two years since the US declared a national emergency because of Covid these graphics show the costs and cautious hopes for the future. Corporations are steadily increasing their adoption of AI tools in such industries as telecom, financial services, and automotive. December 14, 2022. We are in the process of writing and adding new material (compact eBooks) exclusively available to our members, and written in simple English, by world leading experts in AI, data science, and machine learning. We support credit card, debit card and PayPal payments. The problem? CNBC stories featuring tables, charts, infographics, and data visualizations. News. BBC Future brings you our round-up of where we are on climate change at the start of 2021, according to five crucial measures of climate health. All Rights Reserved. being made fun of, called names or insulted. Simply log into Settings & Account and select "Cancel" on the right-hand side. 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. IEEE websites place cookies on your device to give you the best user experience. 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. Mathematical model suggests information processing lies at the heart of decision making. What's Going On in This Graph? "If you're an industry, you have less incentive to do journal articles," he says. Failure to replicate research results suggests a need to increase the quality of studies. Since so many students take part in conferences, he notes, "in a few years, there will be a load of people going into industry that have come up in this milieu.". | Earthquakes. Statistics is the application of mathematical concepts to understanding and analysing large collections of data. In 2018, it took 6.2 minutes to train the best system; in 2020 it took 47 seconds. While Black people were less likely than white and Hispanic people to get vaccinated, they overcame their vaccine hesitancy more quickly than white people, according to a study in the Journal of the American Medical Association. Since 1990 the world has lost 178 million hectares of forest (690,000 square miles) an area the size of Libya. The worst graphstypically misuse visual proximity, manipulate data, and omit important details from chart titles and captions [1]. We want to hear from you. 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. People of lower income were less likely to get vaccinated. Check out our lists from 2020, 2019, 2018, 2016, 2015 and 2014. journalists in 50+ countries covering politics, business, innovation, trends and more. Beyond the increase in conference papers, however, there's not much to measure. Correlating causation. News 17 Dec 2021. Note: The death toll in Syria and Turkey for the recent earthquake has surpassed 40,000 (as of . We want to hear from you. Fox News Image:https://twitter.com/Carnage4Life/status/1246579721585868800, Lenny Currys graph:https://twitter.com/lennycurry/status/1264577936079958022/photo/1, [1] Misrepresenting COVID-19: Lying With Charts During the Second Golde, [2]FSCJ Data Scientist Says The Way Fla. Presents COVID-19 Numbers Is , [4]States accused of fudging or bungling COVID-19 testing data. , , GM . UN slavery estimate raises question: Are 50 million people really enslavedtoday? February 22, 2021. NBC News is tracking monthly inflation levels for gas, flights, groceries and more. But a new statistical approach offers insight into this question and others across science. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. 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. These countries are doing the same, Black unemployment rate falls to pandemic-era low in April. Testing restrictions loosened mid-April, but testing took a couple of months to become widespread. The International Monetary Fund forecast the global economy could shrink 4.4% this year, before bouncing back to 5.2% growth in 2021. Average monthly temperature in New Haven, CT. This graph is visually deceptive, inverting and misstating the information that rankings are supposed to convey. Black Americans were significantly more likely to die of Covid, even though the Black population is younger than the nationwide average. It is thought to have contributed to the collapse of a huge fuel tank in the Russian Arctic in May, which leaked 20,000 tonnes of diesel into a river. A central tenet of statistics is to describe the variations in a data . As of Dec. 29, 2021, Canada recorded more than 2 million confirmed COVID-19 cases, with 30,353 recorded deaths. "We are accelerating global warming by reducing the amount of Arctic sea ice.". Image: Yale University What's wrong with this picture? "Protecting existing forests is even more important than planting new ones. 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. AI4ALL comes to mind. Global estimates of modern-day slavery by the United Nations reveal improving methods for calculating the data. As well as being a symptom of climate change, the loss of ice is also a driver of it. By Hannah Fry. 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. All 2023 2022 2021 2020 More 2019 2018 2017 2016 2015 2014 2013 2012 2006 2023. & Natural History Museum, London. John Carter has only an hour to decide. The Curse Of The Cluster. Today's NLP is also powered by deep learning, and Clark of the AI Index says it has inherited strategies from computer vision work, such as training on huge databases and fine-tuning for specific applications. Governments increased spending to cushion the economic damage, but are now left with a huge debt pile to reckon with in the coming years. We selected 12 dates that represent turning points in the outbreak of the disease and collected news stories . Global income inequality has gone down. Home // News & Advocacy // Press Room // Press Releases // January 2021 Stress in America Graphs. "Vulnerable workers are bearing the brunt of the crisis. What to the stats really say? Multi-year ice is also thicker and more reflective than the thin, dark seasonal ice that is increasingly taking its place. Whistleblower RebekahJones, who was reportedly fired for refusing to manipulate data for the Florida Department of Health [2], maintains her own website with what she reports to be the correct figures [3]. You may change or cancel your subscription or trial at any time online. A Snapchat video placing him near the scene was the final "nail" sealing the case, state Attorney . Such a toll is equivalent to the 15th most populous city in the country, Area chart of weekly deaths from all causes from January 2019 to February 2022. NBC News tracked what the president talked about in tonights address. If one part of the climate system changes, the rest of the system will respond," says Stroeve. being threatened with harm. Phone: 617-253-2709 MIT News Office This has been true of the impact of Covid.. Try full digital access and see why over 1 million readers subscribe to the FT, Purchase a Trial subscription for $1 for 4 weeks, You will be billed $69 per month after the trial ends, Russian far-right fighter claims border stunt exposes Putins weakness, Germany seeks to buy Leopard tanks from Switzerland, Germany and Italy stall EU ban on combustion engines, Russia on alert after reconnaissance group crosses over from Ukraine, Ukraine asks EU for 250,000 artillery shells a month, Panic station at Fox News: how the Murdochs agonised over Trumps loss, UK cabbage king turns to plant-based proteins, UK housing market braced for make-or-break spring, Saudi owner of Londons most expensive house sued over alleged unpaid private jet bills, Fears for London market after SoftBanks Arm and building group CRH opt for New York, There are no domestic equity investors: why companies are fleeing Londons stock market, Deluge of inflation data pushes US borrowing costs to 2007 levels, Live news updates from March 3: Amazon pauses HQ2 construction, UK regulators launch LME probe, This Brexit breakthrough doesnt move the dial for the City, Joe Biden teaches the EU a lesson or two on big state dirigisme, Elon Musks Twitter is dying a slow and tedious death. Meanwhile, central banks around the world slashed interest rates and purchased more assets to inject more money into the financial system. It is consistently one of the 10 most popular websites ranked by Similarweb and formerly Alexa; as of 2022, Wikipedia . 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. The US is a large and diverse country. Many have serious problems with harmful bias, such as performing poorly on a subset of people or generating text that reflects historical prejudice. When forests are cut down or burned, the soil is disturbed and carbon dioxide is released. The oldest person in the world, Kane Tanaka of Japan, died in April 2022 at 119 years. They are often used to deliberately mislead, not inform. Globally, government measures to cushion the pandemic's economic blow totaled $12 trillion, the IMF said in October. . As Guterres noted in his December State of the Planet speech, "Let's be clear: Human activities are at the root of our descent towards chaos. Thawing permafrost also damages existing infrastructure and destroys the livelihoods of the indigenous communities who rely on the frozen ground to move around and hunt. Crimes in Odisha rose by 15% last year. From factors like the number of extra games to the time non-competing players go on break, having the World Cup in the middle of the domestic season could increase injuries. Researchers test their systems for performance, but few test their systems for harmful bias. . 5. Graphs are a great tool to appeal to a wide audience. The chart above shows the rise in ethics-related papers at AI conferences, which the AI Index's Clark sees as an encouraging sign. Workers expectations of their employers also changed significantly during the pandemic. 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. Murdaugh, 54, was found guilty Thursday of murdering his wife and younger son in June 2021. "Soils globally contain more carbon than all plants and atmosphere put together," says Waring. U.S. gun violence: The story in charts and graphs. Social media users share charts and graphs often with the same underlying data to advocate opposing approaches to the pandemic. Both continuous permafrost (long, uninterrupted stretches of permafrost) and discontinuous (a more fragmented kind) are in decline. 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? Global corporate investment in AI soared to nearly $68 billion in 2020, an increase of 40 percent over the year before. This graph, with data from the Computer Research Association's annual survey, shows that women make up only about 20 percent of graduates from AI-related Ph.D. programs in North America. 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Feb 24, 2023 (The Expresswire) -- Pre-Post COVID-19 Report is Covered - Final Report Will Add the Analysis of the . The news this year is that, as of 2020, papers by Chinese researchers that were published in AI journals are receiving the largest share of citations. Whats Going On in This Graph? Grafissimo/DigitalVision Vectors via Getty Images. 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. For example, lets say youre comparing mammal weights. Robert F Kennedy on the presidential campaign trail in 1968. People dont randomly select who they have children with. analyse how our Sites are used. CO2 levels. In addition to the limited testing, there was another another major issue. 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: 3. Its rifts and inequities were laid bare and worsened by the virus. Chart comparing US race/ethnicities share of the Covid-19 deaths to their share of the US population. and other data for a number of reasons, such as keeping FT Sites reliable and secure, The past decade was the hottest on record. Allowing forests to regrow naturally and rewilding huge areas of land, a process known as natural regeneration, is the most cost-effective and productive way to capture CO2 and boost overall biodiversity, according to Waring. Considering the vast differences between, say, mice and elephants, it can be hard to fit 3 ounces and a ton on the same graph. Explaining the news through visualizations and data analysis from the NBC News Digital Data/Graphics team. Sign up for free newsletters and get more CNBC delivered to your inbox. Much of that carbon is stored in the form of methane, a potent greenhouse gas with a global warming impact 84 times higher than CO2. Featured News. Still, there will be "clear improvement" in the global economy in 2021, partly because "it's not hard to be better than 2020," they said. How will college students experience their classes in 2025 in-person, online or with a hybrid combination? The amount of CO2 in the atmosphere . Such a toll is equivalent to the 15th most populous city in the country, more than San Francisco, Washington DC or Boston. This seems like a major problem, since coffee drinking is the fundamental activity from which all other activities flow. Mortgage lenders handed out a record $4.4 trillion in home loans in 2020. - Kris Edelkamp - Must Video appeared first on best news here. "Temperature difference between the equator and poles drives a lot of our large-scale weather systems, including the jet stream," says Stroeve. June 14, 2021. 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. Thousands more Australians died in 2022 than expected. Compare Bidens approval rating with that of Trump, Obama, Bush and Clinton. LinkedIn found that the global pandemic did not put a dent in AI hiring in 2020. What should a secular society really look like? 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. Anyway, this is an area to watch over the coming years. Note: The death toll in Syria and Turkey for the recent earthquake has surpassed 40,000 (as of Feb. 15). Bright white sea ice plays an important role in reflecting heat from the Sun back out into space, a bit like a reflective jacket. Click this link for the original source of this article. This is one of the greatest comebacks . Press Inquiries. Some people are starting to think about how could we design work that will really benefit people and businesses, Banks said. 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. But when the pandemic forced business leaders to temporarily or permanently close their buildings, the world changed. "We have put 100ppm of CO2 in the atmosphere in the last 60 years," says Martin Siegert, co-director of the Grantham Institute for climate change and the environment at Imperial College London. Copyright 20102023, The Conversation US, Inc. Geoff Cumming is a Friend of The Conversation. The Bureau of Labor Statistics tracks unemployment and jobs on a monthly basis. 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. or Americans received more than 15 billion political texts in 2022, after a Supreme Court decision paved the way for unlimited political texting. A Division of NBCUniversal. BJP aims for best show ever; Congress hopes it's graph will keep rising. But Justin Lessler, an epidemiology professor at the University of North Carolina, suspects that is an undercount. Explaining the news through visualizations and data analysis from the NBC News Digital Data/Graphics team. Susannah Maidment et al. It is obviously good news if prosperity is more shared across the globe. Currently around 65% of the population is fully vaccinated. Good graphs are powerful tools to convey data, but they can be skewed to fit an agenda. But using a logarithmic scale ensures that your data fits clearly on a single graph, otherwise youll have clusters of unreadable small mammal weights near y = 0. Creating these evaluations "feels like a new part of the AI scientific field," Clark says. There were two occasions, just before Delta and just before Omicron, where as a society and public health community, we thought we were on the verge of some variation of success, said William Schaffner, an infectious diseases expert at Vanderbilt University School of Medicine. Governments have increased spending to protect jobs and support workers. Global Business and Financial News, Stock Quotes, and Market Data and Analysis. They also started the scale ay y = 30, presumably to minimize the 33 cases on March 18. This chart shows performance on two versions of a reading comprehension test called SQuAD, in which an AI language model has to answer multiple choice questions based on a paragraph of text. The Organisation for Economic Co-operation and Development, an intergovernmental entity, said that in some countries, the early effects of Covid-19 on labor markets were "ten times larger than that observed in the first months of the 2008 global financial crisis.". This graph shows that the money is being channeled into fewer AI startups. For a full comparison of Standard and Premium Digital, click here.
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