• The lack of help from referees has merely reduced home sides’ advantage, rather than eliminating it Link
    The Economist Data Team Sun 26 Jul 2020 01:57

    LOCKDOWNS WERE particularly frustrating for football devotees, who had no live matches to watch while stuck at home. But the fans most pleased by the sport’s return may be statisticians. For them, empty stadiums are not a cheerless last resort, but rather a chance to tackle a great quandary: why do travelling teams tend to lose?

    Most studies have blamed referees for trying to placate fans. In one experiment, officials were shown recorded games and asked how they would have ruled. They were kinder to home sides when they could hear baying fans than when the sound was muted. Some analyses of live matches have found more bias with denser crowds. Before this summer, few competitive fixtures were played without fans. One study from this May found just 160 cases since 2002. In this small sample, the home team’s edge vanished. Referees gave similar numbers of cards for fouls to both sides, and visitors won almost as often as hosts did.

    This finding could easily be skewed...

  • As Europe enters a new phase of the pandemic, The Economist will regularly update figures on the number of covid-19 cases and deaths Link
    The Economist Data Team Sun 26 Jul 2020 00:07

    AT THE beginning of spring much of Europe shut down to slow the spread of covid-19, which has infected nearly 3m people and taken the lives of about 200,000 in the continent’s 54 countries and territories, from the Atlantic to the Urals. The first wave of infections appears largely to have abated. Countries are returning to some semblance of normality—albeit with social-distancing measures in place. Now that governments are loosening restrictions on their citizens, the fear is that the virus could return.

  • Our interactive map divides America into 500 areas. For each of these we show cases and deaths per 100,000 people Link
    The Economist Data Team Sat 25 Jul 2020 23:06

    Whether it is a second wave or just the continuation of the first, one thing is certain: covid-19 in America is getting worse. On July 23rd the number of confirmed cases in the country surpassed 4m, with new infections increasing at an alarming rate of 70,000 a day. President Donald Trump, who has sought to downplay the severity of the pandemic, conceded on July 21st that things “will get worse before they get better”.

  • Although the pattern varies widely by league, the total share of cards received by home teams has risen from 46% before lockdowns to 50% afterwards Link
    The Economist Data Team Sat 25 Jul 2020 12:16

    LOCKDOWNS WERE particularly frustrating for football devotees, who had no live matches to watch while stuck at home. But the fans most pleased by the sport’s return may be statisticians. For them, empty stadiums are not a cheerless last resort, but rather a chance to tackle a great quandary: why do travelling teams tend to lose?

    Most studies have blamed referees for trying to placate fans. In one experiment, officials were shown recorded games and asked how they would have ruled. They were kinder to home sides when they could hear baying fans than when the sound was muted. Some analyses of live matches have found more bias with denser crowds. Before this summer, few competitive fixtures were played without fans. One study from this May found just 160 cases since 2002. In this small sample, the home team’s edge vanished. Referees gave similar numbers of cards for fouls to both sides, and visitors won almost as often as hosts did.

    This finding could easily be skewed...

  • The covid-19 outbreak was primarily confined to America's north-eastern states in April and May, but is now wreaking havoc in the South Link
    The Economist Data Team Sat 25 Jul 2020 11:06

    Whether it is a second wave or just the continuation of the first, one thing is certain: covid-19 in America is getting worse. On July 23rd the number of confirmed cases in the country surpassed 4m, with new infections increasing at an alarming rate of 70,000 a day. President Donald Trump, who has sought to downplay the severity of the pandemic, conceded on July 21st that things “will get worse before they get better”.

  • Why do travelling teams tend to lose? Data from empty stadiums help explain which factors cause home advantage Link
    The Economist Data Team Sat 25 Jul 2020 03:01

    LOCKDOWNS WERE particularly frustrating for football devotees, who had no live matches to watch while stuck at home. But the fans most pleased by the sport’s return may be statisticians. For them, empty stadiums are not a cheerless last resort, but rather a chance to tackle a great quandary: why do travelling teams tend to lose?

    Most studies have blamed referees for trying to placate fans. In one experiment, officials were shown recorded games and asked how they would have ruled. They were kinder to home sides when they could hear baying fans than when the sound was muted. Some analyses of live matches have found more bias with denser crowds. Before this summer, few competitive fixtures were played without fans. One study from this May found just 160 cases since 2002. In this small sample, the home team’s edge vanished. Referees gave similar numbers of cards for fouls to both sides, and visitors won almost as often as hosts did.

    This finding could easily be skewed...

  • Our second-wave tracker covers 39 countries, combining data from 173 sub-national areas Link
    The Economist Data Team Sat 25 Jul 2020 01:01

    AT THE beginning of spring much of Europe shut down to slow the spread of covid-19, which has infected nearly 3m people and taken the lives of about 200,000 in the continent’s 54 countries and territories, from the Atlantic to the Urals. The first wave of infections appears largely to have abated. Countries are returning to some semblance of normality—albeit with social-distancing measures in place. Now that governments are loosening restrictions on their citizens, the fear is that the virus could return.

  • At present, America’s south-eastern cities are being hardest hit by covid-19 Link
    The Economist Data Team Fri 24 Jul 2020 23:11

    Whether it is a second wave or just the continuation of the first, one thing is certain: covid-19 in America is getting worse. On July 23rd the number of confirmed cases in the country surpassed 4m, with new infections increasing at an alarming rate of 70,000 a day. President Donald Trump, who has sought to downplay the severity of the pandemic, conceded on July 21st that things “will get worse before they get better”.

  • The Economist's data team has created a series of interactive maps, charts and tables tracking covid-19 cases and deaths across America Link
    The Economist Data Team Fri 24 Jul 2020 21:01

    Whether it is a second wave or just the continuation of the first, one thing is certain: covid-19 in America is getting worse. On July 23rd the number of confirmed cases in the country surpassed 4m, with new infections increasing at an alarming rate of 70,000 a day. President Donald Trump, who has sought to downplay the severity of the pandemic, conceded on July 21st that things “will get worse before they get better”.

  • Data analysis by @21stClub shows that home teams still create more chances to score Link
    The Economist Data Team Fri 24 Jul 2020 19:05

    LOCKDOWNS WERE particularly frustrating for football devotees, who had no live matches to watch while stuck at home. But the fans most pleased by the sport’s return may be statisticians. For them, empty stadiums are not a cheerless last resort, but rather a chance to tackle a great quandary: why do travelling teams tend to lose?

    Most studies have blamed referees for trying to placate fans. In one experiment, officials were shown recorded games and asked how they would have ruled. They were kinder to home sides when they could hear baying fans than when the sound was muted. Some analyses of live matches have found more bias with denser crowds. Before this summer, few competitive fixtures were played without fans. One study from this May found just 160 cases since 2002. In this small sample, the home team’s edge vanished. Referees gave similar numbers of cards for fouls to both sides, and visitors won almost as often as hosts did.

    This finding could easily be skewed...

  • To monitor the danger of “second waves”, we assembled data on covid-19 cases and deaths for 39 countries, and for 173 sub-national areas Link
    The Economist Data Team Fri 24 Jul 2020 14:25

    AT THE beginning of spring much of Europe shut down to slow the spread of covid-19, which has infected nearly 3m people and taken the lives of about 200,000 in the continent’s 54 countries and territories, from the Atlantic to the Urals. The first wave of infections appears largely to have abated. Countries are returning to some semblance of normality—albeit with social-distancing measures in place. Now that governments are loosening restrictions on their citizens, the fear is that the virus could return.

  • RT @TheEconomist: What is the Big Mac index and how does it work? A short thread about The Economist's currency valuation interactive ? (1/…
    The Economist Data Team Fri 24 Jul 2020 13:50
  • Our new coronavirus tracker is live. Explore the data for different European countries and regions Link
    The Economist Data Team Fri 24 Jul 2020 13:20

    AT THE beginning of spring much of Europe shut down to slow the spread of covid-19, which has infected nearly 3m people and taken the lives of about 200,000 in the continent’s 54 countries and territories, from the Atlantic to the Urals. The first wave of infections appears largely to have abated. Countries are returning to some semblance of normality—albeit with social-distancing measures in place. Now that governments are loosening restrictions on their citizens, the fear is that the virus could return.

  • Data show that without crowds, referees penalise home teams as much as away teams Link
    The Economist Data Team Fri 24 Jul 2020 12:15

    LOCKDOWNS WERE particularly frustrating for football devotees, who had no live matches to watch while stuck at home. But the fans most pleased by the sport’s return may be statisticians. For them, empty stadiums are not a cheerless last resort, but rather a chance to tackle a great quandary: why do travelling teams tend to lose?

    Most studies have blamed referees for trying to placate fans. In one experiment, officials were shown recorded games and asked how they would have ruled. They were kinder to home sides when they could hear baying fans than when the sound was muted. Some analyses of live matches have found more bias with denser crowds. Before this summer, few competitive fixtures were played without fans. One study from this May found just 160 cases since 2002. In this small sample, the home team’s edge vanished. Referees gave similar numbers of cards for fouls to both sides, and visitors won almost as often as hosts did.

    This finding could easily be skewed...

  • RT @J_CD_T: After a lengthy break, @ECONdailycharts has gone back to sport in this week’s Graphic Detail, using a fascinating analysis of e…
    The Economist Data Team Fri 24 Jul 2020 12:05
  • Why do posthumous albums often outperform albums released while the artists are alive? Link
    The Economist Data Team Fri 24 Jul 2020 05:35
  • All five posthumous albums we studied performed better in their first week than previous works by the same artists Link
    The Economist Data Team Thu 23 Jul 2020 23:10
  • In the world of hip-hop at least, the sales boost generated by posthumous albums may be growing Link
    The Economist Data Team Thu 23 Jul 2020 17:24

    BY NOW HIP-HOP fans are all too familiar with the success that can come after an artist’s untimely death. Tupac Shakur and Notorious B.I.G, two American rappers who were murdered in 1996 and 1997, respectively, have released more music in death than in life. Other well-known rappers to notch up hits after their deaths include Eazy-E (1995), Big L (2000) and J Dilla (2006). The past few years have seen a flurry of such posthumous hits. Last week Juice WRLD, a rapper who died in December, debuted atop America’s Billboard charts with his second album, “Legends Never Die”. By one reckoning, it is the most successful posthumous release in two decades.

    An analysis by The Economist suggests that, in the world of hip-hop at least, the sales boost generated by posthumous albums may be growing. We looked at recent releases by hip-hop artists Lil Peep, XXXTentacion, Mac Miller, Pop Smoke and Juice WRLD. To measure the commercial success of a release, we used the Album-Equivalent...

  • Shanghai’s STAR market, an exchange for Chinese tech stocks, ranks second globally by capital raised in IPOs so far this year. It is just one year old Link
    The Economist Data Team Thu 23 Jul 2020 11:54

    SHANGHAI’S STAR market, a stock exchange for China’s home-grown technology firms, celebrates its first birthday today. It has much to cheer about. Launched with an ambition to rival Nasdaq, a venue in New York where many American tech giants are listed, the toddler has surpassed the older ChiNext exchange in Shenzhen and already ranks second globally by capital raised in IPOs so far this year. And it just received a lovely present. On July 20th Ant Group, the financial-services arm of Alibaba, an e-commerce giant, said it had chosen STAR as one of two exchanges on which it is planning its long-awaited listing (the other winner is Hong Kong, which has also grown popular among fast-growing Chinese companies). Though the exact size and timing of the offering are still unknown, it could well turn out to be the largest IPO ever. Ant was last valued at $150bn in 2018; listing even a small portion of its shares could place it above Saudi Aramco’s IPO last year, the largest yet at...

  • The Big Mac index makes exchange-rate theory more digestible Link
    The Economist Data Team Wed 22 Jul 2020 23:54

    THE BIG MAC index was invented by The Economist in 1986 as a lighthearted guide to whether currencies are at their “correct” level. It is based on the theory of purchasing-power parity (PPP), the notion that in the long run exchange rates should move towards the rate that would equalise the prices of an identical basket of goods and services (in this case, a burger) in any two countries.

  • Shanghai’s STAR market, one year old today, has done exceptionally well Link
    The Economist Data Team Wed 22 Jul 2020 17:33

    SHANGHAI’S STAR market, a stock exchange for China’s home-grown technology firms, celebrates its first birthday today. It has much to cheer about. Launched with an ambition to rival Nasdaq, a venue in New York where many American tech giants are listed, the toddler has surpassed the older ChiNext exchange in Shenzhen and already ranks second globally by capital raised in IPOs so far this year. And it just received a lovely present. On July 20th Ant Group, the financial-services arm of Alibaba, an e-commerce giant, said it had chosen STAR as one of two exchanges on which it is planning its long-awaited listing (the other winner is Hong Kong, which has also grown popular among fast-growing Chinese companies). Though the exact size and timing of the offering are still unknown, it could well turn out to be the largest IPO ever. Ant was last valued at $150bn in 2018; listing even a small portion of its shares could place it above Saudi Aramco’s IPO last year, the largest yet at...

  • When it comes to beliefs about covid-19, a new survey suggests that foolhardiness comes with age, and prudence with youth Link
    The Economist Data Team Wed 22 Jul 2020 15:03

    DURING THE pandemic, young people have often been accused of endangering their elders by flocking to beaches and returning prematurely to cafes, restaurants and bars. But younger folk are no more cavalier about the coronavirus than their older counterparts. In fact the evidence suggests that, if anything, it is old people who underestimate the risks posed by the virus.

    In a new working paper, researchers from Harvard University, Bocconi University and the University of Oxford report the results of a survey in May of more than 1,500 Americans about the health risks posed by covid-19 for themselves and others. The preliminary results show that respondents aged 18-34 consider themselves to be nearly three times more likely to contract the disease than respondents over 70 do. On average, they reckon they have a 8.75% chance of catching it; over-70s put their own risk at only 3% (see chart). The authors suggest that this may be because young people have more active lives and...

  • Younger Americans surveyed consider themselves more likely to catch covid-19, and to die from it, than older respondents do Link
    The Economist Data Team Wed 22 Jul 2020 08:03

    DURING THE pandemic, young people have often been accused of endangering their elders by flocking to beaches and returning prematurely to cafes, restaurants and bars. But younger folk are no more cavalier about the coronavirus than their older counterparts. In fact the evidence suggests that, if anything, it is old people who underestimate the risks posed by the virus.

    In a new working paper, researchers from Harvard University, Bocconi University and the University of Oxford report the results of a survey in May of more than 1,500 Americans about the health risks posed by covid-19 for themselves and others. The preliminary results show that respondents aged 18-34 consider themselves to be nearly three times more likely to contract the disease than respondents over 70 do. On average, they reckon they have a 8.75% chance of catching it; over-70s put their own risk at only 3% (see chart). The authors suggest that this may be because young people have more active lives and...

  • A recent survey suggests Americans aged 18-34 consider themselves to be nearly three times more likely to contract covid-19 than respondents over 70 do Link
    The Economist Data Team Wed 22 Jul 2020 01:08

    DURING THE pandemic, young people have often been accused of endangering their elders by flocking to beaches and returning prematurely to cafes, restaurants and bars. But younger folk are no more cavalier about the coronavirus than their older counterparts. In fact the evidence suggests that, if anything, it is old people who underestimate the risks posed by the virus.

    In a new working paper, researchers from Harvard University, Bocconi University and the University of Oxford report the results of a survey in May of more than 1,500 Americans about the health risks posed by covid-19 for themselves and others. The preliminary results show that respondents aged 18-34 consider themselves to be nearly three times more likely to contract the disease than respondents over 70 do. On average, they reckon they have a 8.75% chance of catching it; over-70s put their own risk at only 3% (see chart). The authors suggest that this may be because young people have more active lives and...

  • Young people are no more cavalier about the coronavirus than their older counterparts Link
    The Economist Data Team Tue 21 Jul 2020 20:18

    DURING THE pandemic, young people have often been accused of endangering their elders by flocking to beaches and returning prematurely to cafes, restaurants and bars. But younger folk are no more cavalier about the coronavirus than their older counterparts. In fact the evidence suggests that, if anything, it is old people who underestimate the risks posed by the virus.

    In a new working paper, researchers from Harvard University, Bocconi University and the University of Oxford report the results of a survey in May of more than 1,500 Americans about the health risks posed by covid-19 for themselves and others. The preliminary results show that respondents aged 18-34 consider themselves to be nearly three times more likely to contract the disease than respondents over 70 do. On average, they reckon they have a 8.75% chance of catching it; over-70s put their own risk at only 3% (see chart). The authors suggest that this may be because young people have more active lives and...

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