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. Many have serious problems with harmful bias, such as performing poorly on a subset of people or generating text that reflects historical prejudice. During the first half of 2021, people regained a sense of hope after an extraordinary year filled with death, job loss and isolation from family and friends. A Division of NBCUniversal. Phone: 617-253-2709 . Enter keywords to search for news articles: . November unemployment fell for Hispanic workers and Black women, while holding steady overall If you made it past early childhood, your chances got better to see your golden years. When testing first began in Florida. The next graph takes misleading axes a step further. Four charts showing the trendlines of deaths per capita for the USs Northeast, South, Midwest and Western regions. We selected 12 dates that represent turning points in the outbreak of the disease and collected news stories . To download a larger version of each chart, right . We haven't had that for 55 million years. After the turbulent year of 2020, BBC Future takes stock on the state of the climate at the beginning of 2021. Considering the vast differences between, say, mice and elephants, it can be hard to fit 3 ounces and a ton on the same graph. Got a confidential news tip? A handpicked selection of stories from BBC Future, Culture, Worklife, and Travel, delivered to your inbox every Friday. "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. "The intensity of those fires and number of people being killed is truly significant," says Siegert. Graphs, maps and charts from The Times -- and an invitation to students to discuss them live. Subscribe now to receive Census Bureau news releases and updates via email or SMS. Did you enjoy this long list of weird charts? | Earthquakes. 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.. A study shows that a select group of NBA players really do go on hot streaks by making more shots in a row than statistics suggest they should. "With many workers still unemployed, small businesses struggling, and 8090 million people likely to fall into extreme poverty in 2020 as a result of the pandemic even after additional social assistance it is too early for governments to remove the exceptional support," said IMF. The worst graphstypically misuse visual proximity, manipulate data, and omit important details from chart titles and captions [1]. 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. Make sure your vertical scale is the right size. This has been true of the impact of Covid.. Heres the best strategy for your firstguess, Did male and female dinosaurs differ? Schaffner is also . CO2 levels. Currently around 65% of the population is fully vaccinated. 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. "Temperature difference between the equator and poles drives a lot of our large-scale weather systems, including the jet stream," says Stroeve. Argentina's number of COVID-19 tests. Publication Date: March 4, 2021. 4. being made fun of, called names or insulted. Author: BestNews Here This content is courtesy of, and owned and copyrighted by, https://bestnewshere.com and its author. Delayed parenthood and fewer kids: An analysis of new fertility data shows how the modern U.S. family has evolved over time. Graphs data structures that show the relationship among objects are highly versatile. 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. Global estimates of modern-day slavery by the United Nations reveal improving methods for calculating the data. Dec. 2, 2021 Mathematicians . Some graphs are intended to deliberately mislead; Others are meant to shock. There were deaths from COVID and deaths with COVID but other deaths are also likely linked to the viruss impact on our health and our medical care. Researchers test their systems for performance, but few test their systems for harmful bias. "Protecting existing forests is even more important than planting new ones. ; Twenty-nine states sent more to the federal government than they received, compared to just nine states in 2021.; Of the states that sent more than they received, 52% were Democrat-voting and 48% were Republican-voting. In 2018, it took 6.2 minutes to train the best system; in 2020 it took 47 seconds. 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. 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. By using our websites, you agree to the placement of these cookies. CO2 emissions have risen rapidly since the 1970s (Credit: European Commission JRC EDGAR/Crippa et al. In 2020, deforestation of the Amazon rainforest surged to a 12-year high. And in some cases, well-meaning graph producers just got it all plain wrong. by Shaena Montanari / 2 March 2023. All; 2023; 2022 . 2019/Nature Communications/BBC). The graph shows all life on earth which includes all plants, animals, and humans. 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? It took 25 months for a model to surpass human performance on the first version, but just 10 months for one to beat humans at the harder task. UN slavery estimate raises question: Are 50 million people really enslavedtoday? But is it bad? Look at the graph: What do you notice? A central tenet of statistics is to describe the variations in a data . Graphs about income, education, health care and the pandemic can help students think critically about stubborn and growing inequalities in American society. 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. While inequality within countries has gone up as a result . Football pundits Jamie Carragher (left) and Gary Neville rarely agree on the outcome of a game. The time when Scotland really gave 110%. View Listings, Data Science Central Weekly Digest, 7 Dec 2020, Boxx Technologies W3 Data Science Workstation, https://twitter.com/Carnage4Life/status/1246579721585868800, https://twitter.com/lennycurry/status/1264577936079958022/photo/1, Misrepresenting COVID-19: Lying With Charts During the Second Golde, FSCJ Data Scientist Says The Way Fla. Presents COVID-19 Numbers Is , States accused of fudging or bungling COVID-19 testing data, Sorry, There Are No Shortcuts To Transformation, Best 9 Mobile Apps to Develop Your Data Science Skills in 2023, Its No Big Deal, but ChatGPT Changes Everything Part III, Ten Productivity Hacks using ChaptGPT Generative AI Prompts, Do Not Sell or Share My Personal Information. Join one million Future fans by liking us onFacebook, or follow us onTwitterorInstagram. To learn more, read our Privacy Policy. A collection of graphs, maps and charts organized by topic and graph type from three years of Whats Going On in This Graph?. "They have also suffered greater job or income losses.". Standard Digital includes access to a wealth of global news, analysis and expert opinion. Browse Graphs news, research and analysis from The Conversation . Georgia state Rep. Jasmine Clark, a Democrat with a doctorate in microbiology, said the graph was a prime example of malfeasanceSadly it feels like theres been an attempt to make the data fit the narrative, and thats not how data works. Heres APs recreation of what the data should look like if ordered correctly, date-wise: The takeaway from all of this is, unfortunately, take all graphs with a pinch of salt and consult the actual data, not a snapshot before making a decision. NVIDIA has released a new WHQL (Windows Hardware Quality Labs) gaming driver for Windows 10 and Windows 11.This driver belongs to the R530 family (530.xx to 534.xx) and brings the following changes:. Want to learn more about this feature? What do you notice in the graph? 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. Mark Zuckerbergs company says the kids are all right, but the data it presents is only about how the average social media user is doing. 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. 2021 Stress in America Graphs. 15. News. Keeping a safe distance from each other isnt made simpler when units of measurement are being butchered. 21.3% , . Global corporate investment in AI soared to nearly $68 billion in 2020, an increase of 40 percent over the year before. How has Covid changed this relationship? This graph is visually deceptive, inverting and misstating the information that rankings are supposed to convey. What do you wonder? Creating these evaluations "feels like a new part of the AI scientific field," Clark says. Vaccines became widely available; the number of Covid-19 cases and hospitalizations decreased; and the weather warmed, which allowed people to more easily gather and worry less about contracting the virus. For caring about the article information quality. Note: The death toll in Syria and Turkey for the recent earthquake has surpassed 40,000 (as of Feb. 15). 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. There is a promising trend of growing research and training in statistical ecology in Africa. There was no ice on the planet then and it was 12C warmer," says Siegert. 2023 CNBC LLC. That is 100 times faster than previous natural increases, such as those that occurred towards the end of the last ice age more than 10,000 years ago. Graphs are a great tool to appeal to a wide audience. When forests are cut down or burned, the soil is disturbed and carbon dioxide is released. AI4ALL comes to mind. IE 11 is not supported. Adrian Esterman, University of South Australia. We selected 12 dates that represent turning points in the outbreak of the disease and collected news stories including . 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. Because we want 2021 to be so much better, and because Venngage is the simple and powerful infographics tool to help you get there, we've also outlined some tips to help prevent bad infographics this year and in the years to come. Many groups are working on issues such as opaque decision making by AI systems (called the explainability problem), embedded bias and discrimination, and privacy intrusion. Research has stalled, funds have evaporated and many scientists are still struggling to get out. 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. The 2021 AI Index provides insight into jobs, publications, diversity, and more. 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. "It's more of a prestige thing.". The previous graph showed that private investment is still increasing year over year, but at a slower pace. Get this delivered to your inbox, and more info about our products and services. The World Economic Forum launched a campaign this year to plant one trillion trees to absorb carbon. Sign up for free newsletters and get more CNBC delivered to your inbox. While most of the time . The silliest, most misleading chart of the week comes from KELO-TV, which compares teacher pay in South Dakota and five adjoining states by showing lower rankings as higher numbers:. But a new statistical approach offers insight into this question and others across science. They also started the scale ay y = 30, presumably to minimize the 33 cases on March 18. . 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. cookies Copyright 2023 IEEE All rights reserved. More than 965,000 people have died from Covid during the pandemic. Most sectors lost jobs. That include: A major consequence of the pandemic-induced economic slump is an increase in job losses globally. 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. The Curse Of The Cluster. CNN . That's up considerably . While universities have increased the number of AI-related courses on both the undergraduate and graduate level, and the number of tenure-track faculty jobs has increased accordingly, academia still can't absorb the growing number of fresh AI Ph.D.'s released into the world each year. 6. 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. Maths can describe how we update our views to make a decision based on the information available. The lack of large numbers of fossils makes it hard to study sexual dimorphism in dinosaurs. Will it be beaten? All Rights Reserved. A lot of the issue comes in the way the data is presented. 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. The number, compiled by Johns . It gives the graph a flattened look. | Earthquakes, Teach About Inequality With These 28 New York Times Graphs, Over 60 New York Times Graphs for Students to Analyze, Introduction to Whats Going On in This Graph?. Frances Lucas Hernandez was unable to play the rest of World Cup after injuring his hamstring in Frances first match. But many restrictions remain in place to limit movements across the borders, said UNWTO. 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 . People dont randomly select who they have children with. MIT News Office. 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. All told, there were at least . 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. The year 2020 was more than 1.2C hotter than the average year in the 19th Century. The colored bars are also arranged in a different order for each date. people had to meet strict requirements (e.g. More in Data Visualizations. . Area chart of the pace it took to fully vaccinate the US population. But 2020 was unusual because the world experienced a La Nia event (the reverse of El Nio, with a cooler band of water forming). Check out our lists from 2020, 2019, 2018, 2016, 2015 and 2014. 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. 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. The money continues to pour in. Data from that same survey tells a similar story about race/ethnic identity. 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. America's largest lender, Quicken Loans, was writing $1 billion of loans per day! The past decade was the hottest on record. According to the Associated Press [4], The State of Georgia indulged in time travel with date hopping back and forth along the x-axis to produce a staircase effect. "The vaccine discovery is a shot in the arm, but not until 2022," Citi economists said in a report in early December. I think its played a big role because being vaccinated decreases your mortality so much, and a pretty high percentage of deaths have been among the unvaccinated, he said. 1. Explaining the news through visualizations and data analysis from the NBC News Digital Data/Graphics team. In Europe it was the hottest year ever, while globally 2020 tied with 2016 as the warmest. COVID was behind the majority ofthem, Heads or tails: What statistical models tell us about the probability of living beyond110, People dont mate randomly but the flawed assumption that they do is an essential part of many studies linking genes to diseases andtraits. The enshittification of apps is real. Forget about logarithmic scales, missing or truncated data, this graph performs a very special trick: Time travel. We are a very large and diverse country so the end of the pandemic wont happen simultaneously but maybe by the end of March and the beginning of April, we can be there over most of the country. Bad graphs and inaccurate data can cause readers to draw the wrong conclusions. Good graphs are powerful tools to convey data, but they can be skewed to fit an agenda. The current Taoiseach is Leo Varadkar, leader of Fine Gael . How companies coped during the pandemic and their ability to transition back depended on the extent their work can be done from home, said the University of Pennsylvanias Barankay. CNBC stories featuring tables, charts, infographics, and data visualizations. Red states had significantly lower rates of vaccination against Covid than blue states. Correlating causation. 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. 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. How the biggest companies plan mass lay-offs, The benefits of revealing neurodiversity in the workplace, Tim Peake: I do not see us having a problem getting to Mars, Michelle Yeoh: Finally we are being seen, Our ski trip made me question my life choices, Apocalypse then: lessons from history in tackling climate shocks. For example, lets say youre comparing mammal weights. The 33rd Dil must be dissolved by the president at the request of the Taoiseach no later than 19 February 2025. There have been more than 1 million excess deaths from Covid and other health issues in the US during the pandemic, according to the Centers for Disease Control and Prevention (CDC). How will college students experience their classes in 2025 in-person, online or with a hybrid combination? Click this link for the original source of this article. Press Contact: Abby Abazorius Email: abbya@mit.edu. This seems like a major problem, since coffee drinking is the fundamental activity from which all other activities flow. 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.