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One of the favorable factors for Iraq in recent years was the surge in oil production, adding 1 million barrels a day to reach 3.3 million barrels a day. It surged to an average of 3.7 million barrels a day in December 2014 after a deal with the Kurdish region in northern Iraq for an additional 550,000 barrels a day in exchange for Kurds getting a 17% share of federal revenues. This helped Iraq overcome other problems. The drop in oil prices has led to a 40% drop in revenues and the invasion by Islamic State in a loss of some production.The federal budget of $101 billion planned revenues is based on an oil price of $56 and exports of 3.3 million barrels a day, resulting in a $20 billion deficit. It assumes $10 billion in new tax revenues which may be hard to achieve with a lack of strong central government. Experts on Iraq's oil industry say large investments are needed to offset declining oil production from older oil fields in southern Iraq. Oil exports were 2.5 million barrels a day in 2014, and experts say even this will be hard to achieve for 2015. Investments could come from western oil companies, but Iraq and the Kurdistan region are behind in payments to oil companies. Iraq is considering issuing bonds for $10-$15 billion....

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Advertising revenues increased for Google, Facebook and Amazon in 2020 as these three companies took over 50% of total ad revenues in 2020. Large companies shifted more ad spending from television and print media to digital in the pandemic after finding the return on ad spending was increasing on digital. Smaller companies including the jump in startup companies increasing from 300,000 a month over the decade to 500,000 by July 2020, put all their ad dollars into digital. The result is that the pandemic has given the 3 digital companies a dominant role in the advertising economy. More time spent in front of computer screens, more ec-commerce, new business formation, and tech companies ability to steadily increase return on ad investment, has produced strong revenue generation. The pandemic had the effect of increasing retail purchases online from 10% to 16% in the second quarter of 2020. Biscuit maker Mondelez found that return on ad spending was 25% higher on digital compared to television and now spends about half of its $1.1 billion ad budget on digital. Trendy garment makers are seeing returns on ad spending that are high with quadrupling of sales following a doubling of ad budget for active apparel maker Vuori of California. Small advertisers such as Vuori are the reason digital ad spending has remained strong for Google, Facebook and Amazon. For furniture maker Steelcase in Michigan the return on ad spending on digital using Amazon made up for the lack of sales from its brick stores. It increased online staff from 2 to 25 and was able to bring in $30 in sales dollars from $1 in digital ad spending. ...

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Credit card balances of Brazilians increased by 29% in 2009, of Chinese by 17%, according to the Lafferty Group.

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British prime minister Theresa May makes a bid for working class votes in the 2017 election, just as the Labor party under Jeremy Corbyn announces its own manifesto seeking working class votes. May has proposed increasing the minimum wage to 60% of median earnings by 2020, and increased funding for the National Health Service by 8 billion pounds over 5 years. Corporate taxes will be reduced from 19 to 17% compared to Labor Party raising it to 26% under Corbyn's manifesto. Some of the Labor Party's supporters in the north of Britain are leaving the party because of dissatisfaction with Labor's leadership.

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Marco Rubio has shown an exceptional grasp of Latin America from his days representing Florida in the Senate, about a decade in the Senate when he has closely followed events and acquired a deep knowledge of Latin America. His answers at Congressional hearing were exceptionally good, and showed an ability and earnest desire to get good results for the Venezuelan people, sharing aninterest in the good for Latin America being a person of latin American origin who speaks fluent Spanish as a native language. Points made by Venezuela in answering questions from senators in the US Senate hearings- All of Latin America welcomed the US action to remove Maduro from Venezuela.  It affects Colombia and neighboring countries. Colombian rebel groups control parts of Venezuelan territory and operate from there.  Multiple administrations had deals with Maduro. Maduro kept none of the deals including the one with Biden for free and fair elections.  To be realistic in situations such as Spain, Paraguay, there were transitions before safe and fair return to normalcy and democratic government returned after decades of dictatorship. RUbio showed an exceptional grasp of the Latin Ameican situation and reminded senator Murphy that he had been in the Senate for decade and worked with the senators now on the other side to remove Maduro amd nothing had worked. Venezuela is a rich country , the most affluent in Latin America. It does not need money from the US. Before the Chavez dictatorship it was a country with democratic forms of government, and a country friendly to the US.  The action taken was a quarantine not a blockade. By controlling oil going out of Venezuela the lifeline for the country the US has control over its finances and the economy, budgets, the government finances. The immediate task was getting the oil out of the country as there was no place to put it and US had it sold at market prices not sent to China at a 20% discount for which Venezuela got nothing except paying off debt to China. The current authorites are cooperating with the US on the budget, they have to submit budget requests and the US approves it item by item and an audit agency is being set up including Ex-Im. Bank an other options to make sure the money is being spent on salaries and for the Venezuelan people. The money goes to an account for Venezuela at the US Treasury Department. In 4 weeks a lot has been accomplished. What happens in 6 months - for that actions are more important than words, it should be a marked improvement over today. Including setting up the US diplomatic presence in Caracas which means talking to the government on the ground, talking to civil society, talking to the Opposition.  ...

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US president DJT meets with Rutte of the Netherlands Jan 21, 2026. He says he has come up with a framework for US acquisition of Greenland, rights title, and ownership of the island for US security and world security. He called for immediate negotiations with the goal of US acquisition of the island of Greenland.  The political situation is evolving in this way. Germany is key in the developments for the US to acquire Greenland. Britain is standing it out with the Nordic countries as Starmer has shifted to the side of Sweden and Denmark with little to gain for the Labor government which is facing local elections and popularity of Reform UK Party. In this situation Italy and Germany have taken a posture of not making any statements. Germany facing Russian intervention in Ukrain on the east needs the US for joint security at a critical juncture when Russia and the US have agreed to respect each others area of influence. Italy is run by a northern Italy party leaning to the anti-immigration stance taken by DJT in the US. It makes little difference to Netherlands, Germany/Austria/Switzerland and Italy who controls Greenland and in the context of Russian advances and nuclear weapons technology would prefer US move to acquire Greenland and rapidly build up defenses in Greenland with large investments. To not disturb the alliance's northern countries (Britain and Nordics) Germany has taken a back seat to the rhetoric yet will be in the deciding role because of its stable government, support from all parts of the political spectrum for US control of Greenland except for the coalition junior partner the SPD. The SPD Defense Minister Pistorius may form parts of the SPD that see US owning the island as positive in the bolstering of its defense capabilities with th $1 trillion outlay in the budgeted investments. Starmer may have misread DJT and US support as the US president can make a very good case for US owning Greenland and getting Denmark to accept the offer of Harry Truman of $100 million made in 1947, updated for what that sum is today which is $1.5 billion. As DJT pointed out Macron has no longevity for his government in France, and cannot speak for that country. As Treasury Secretary Bessent who along with Rubio is part of the team that will work with the president says, Denmark is irrelevant to the issues US faces for US and world security. It is a small country, Denmark, with a population of 6 million most of it in the area near Copenhagen. Houston or Dallas has a much larger population. For Denmark to decide on momentous issues of US security for the entire eastern seaboard or world security, with ownership essential for the US,  when climate has made the Arctic important, is something the US does not accept.   ...

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WSJ Quiz on data centers- test your knowledge. Does China have the most data centers? No the US with 4000, followed by Britain with 515 and Germany with 500 showing that China is not in the AI craze the way the US is even though the idea of the US falling behind in AI is used to get trillions of dollars in AI funding. This only means infrastructure that is dilapidated and broken in the US will not be replaced, and that the US plan to reindustrialize to get jobs will lack funding as dollars are diverted from these essential and vital needs to AI. Eventually Asian countries with new infrastructure will find ways to get that US technology without having to pay for it. The American public will be paying for this AI craze. We at Lyrarc.com checked how many data centers China has built? The number is 250 data centers are operational and note this in the MIT Technology Review it says 80% of these data centers are not being used, there is 80% overcapacity in China. Because China's AI such as Deep Seek is designed so that it uses less computing power. What this means is that only the US will put over 3 times the combined data centers put in by China, UK and Germany for AI and US will put in 16 times the data centers China has put in. As China only needs or is using 20% of its 250 operational data centers or 50 data centers the US is putting in 80 times the data center capacity China is using in 2026. Why 80 times? Because China has a Plan and it can manage the supply to the need or demand. In the US each company is trying to put so many in so it can get the leadership position in the market. For example Amazon puts in $200 billion instead of the $100 billion it can afford simply to be in the leadership ranks. There is much wasteful spending in the US market system than China's coordinated effort in a new technology even though ideologues like to say the US system is superior, and a plan by the state is frowned upon in the US, costing the US dearly when it lost its entire manufacturing base to China while economists said everything was OK. Even the WSJ Quiz fails to ask the question we asked about China and how many data centers China has actually made operational, how much is overcapacity- 250 datacenters and 80% overcapacity. Showing how little the public knows and even WSJ has looked into, giving a few companies such as Google, Amazon, Apple, Microsoft and others the freedom to spend in a reckless way so that future infrastructure investments and reindustrialization investments will be crowded out in the US economy. And economists as usual will say its OK. ...

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Opinion polls in France show a drop of 20 points in popularity for president Hollande after just 6 months in office, from 60% to 40%. Hollande is seen in France as slow to make decisions compared to his predecessor Sarkozy. Hollande has suffered in popularity over the decision to increase value added taxes to give tax rebates of $26 billion to companies hiring new workers starting in 2014. The opinion to the left is that this hurts the working class which has to pay more in taxes. Jean-Luc Melenchon of the Leftist Front, which asked voters to vote for Hollande, went so far as to cal the program "a shame." And the Greens with two ministers in the government have discussed withdrawing from the government. The conservative supporters of Sarkozy question the need to wait till 2014 considering the 10% unemployment and closing factories. They also cite the $39 billion figure recommended for payroll tax cuts, not tax rebates, by the commission setup by Hollande to look at ways to revive the economy. Centrist parties say the bloated government which takes up half of the economy is a cause of the problems. Hollande's Socialist supporters question the wisdom of moving this quickly to reduce the budget deficit to 3% of GDP by 2013, as required by committments to the EU, especially now that the downturn is seen by the EU, the IMF and the Bank of France as prolonged....

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U.S. presidential candidate Mitt Romney is questioned about the depth of his beliefs by John Harwood, at the November 9, 2011, Oakland University, Michigan, televised presidential debate. Harwood asked Romney if his positions on issues "are rooted in something deeper than the fact that you are running for office." Romeny's response was that he had been married for 42 years, and "been in the same church all my life," and worked at the same firm Bain & Co. and Bain Capital, for 25 years, that he was a man of steadiness and constancy." On key economic issues such as revival of the auto industry and foreclosures, both major issues in Michigan, Romney continued to maintain that the loans made by the government to Chrysler and GM were a mistake. Oakland University is only half a mile from Chrysler headquarters. This view was challenged by Rick Snyder, Republican governor of the state of Michigan, who said- "it wasn't just one or two companies that were at risk, but the entire national suply chain." On foreclosures Romney maintained his position that the government should let the market work, even if this means millions of foreclosures. Romney said: "Markets work. When you have government play its heavy hand, markets blow up and people get hurt," putting the blame for the housing crisis on Fannie Me and Freddie Mac, agencies with a government guarantee that encouraged indiscriminate housing loans. ...

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The increasing likelihood that Greece will exit the eurozone. This happens as the New Democracy party fails to form a coalition and the other parties are offered a chance to form a coalition. The other opposition parties gained far more votes than New Democracy and Pasok in the elections and some parties favor Greece exiting the eurozone. New elections will be held in June if no government is formed. The current government of Lucas Papademos says it needs an extra year to complete the privatizations, public sector layoffs and improvements in tax collection, giving Greece till 2015 to get the job done. As a senior advisor to Papademos, George Pagoulatos, put it: "There is a sense that Greece has passed its pain threshold... Greece needs some oxygen to breathe." Both the Ifo Institute's Sinn and John Taylor see the exit from the eurozone as the best option for Greece, as interest rates on Greek debt have been reduced and Greek banks recapitalized with the March 2012 bailout. John Taylor, WSJ, Feb. 22, 2012, A Better Grecian Bailout/ WSJ, Feb. 17, 2012, Interview: Ifo's Sinn: In Greece's Interest to Leave the Eurozone.This may already be the preparation the IMF, ECB, EU, and the Greece government has laid out as an option if the voters in Greece overwhelmingly rejected further austerity. This now appears to have happened and far more quickly than politicians in Athens, Brussels and Berlin had anticipated....

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Helena Morrissey of the 30% Club has helped increase the representation of women on Board of Directors in Britain to 23%. This is nearly double the figure in 2010. Helena Morrissey uses a non-confrontational approach, getting men to join the organization and having them act as advocates with other men in senior positions. She learned this after using other approaches which were less effective. She focusses on telling chairman of the boards that having women on the board provides different perspectives, and points to studies that show about 30% lets a minority voice be heard. Homogenous boards have been known to provide no new thinking or fresh perspective, a problem at many companies. The opportunity opened up with the finsncial crisis of 2008 and widespread opinion that the boards had failed to understand the crisis that was coming. She and 14 other women got the support of 2 prominent board chairmen in 2010 to start the 30's Club. A Commision by the new government led by Lord Davies provided additional impetus by recommending that 25% of a board be voluntarily set for women. Early in her career Helena was turned down for a promotion because she had a baby. She has nine children, which her husband a journalist helps take care of at home, making her situation even more unique. Helena Morissey is CEO of Newton Asset Management in London's financial district....

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In the 2004 elections Islamic parties in Indonesia had 38% of the vote, this dropped to 28% in 2009, and polls show it is expected to drop to 20% in upcoming 2014 elections. The high of 38% in 2004 followed years of corruption under the Suharto regime and promises of clean government from Islamic parties. The anti-corruption issue has been taken up by successive governments and the popular Yudhoyono administration, leaving Islamic parties without that issue. Missing in this account of Indonesia and Islamic parties is a little bit of history that throws light on the subject. Indonesia was Hindu for the longest period of any large Muslim nation in Asia. In fact Indonesia converted to Islam only about 400 years ago, and has a strong underlying Hindu and Buddhist tradition including reverence for the Hindu god Hanuman, which can be found nowhere else. The Islam of the Crusades and of expansion across the Asian and European continent is a phenomenon foreign to the Indonesian islands. Gajah Mada who helped bring most of Malaya, Indonesia and parts of the Philippines under the Hindu Majapahit empire around 1350, was a symbol of patriotism in the fight against Dutch colonial rule from 1700-1948. The conversion to Islam came with Muslim traders from Malaya in the period 1400-1600. The name Indonesia itself is from a Greek word indus and enos for islands used by British ethnologist George Earl to refer to the archipelago. ...

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Are bubble type incentives inflating the size of the U.S. auto market in 2012-2013 as happened in the past decade. This could hurt future sales. Japanese automakers have sharply increased incentives to make a come back after the tsunami and earhtquake restricted supplies. U.S. automakers are reluctant to go further down the incentives route that hurt them in the past decade. The result is higher inventories for Detroit automakers, another undesirable result. General Motors had 5 months of Malibu supply at dealers in Nov. 2012 at the current sales rate, Ford 4 months of Fiesta subcompact inventory and 73 days of total inventory overall, Chrysler 6 months of 2013 Dodge Dart inventory. GM has 3 months of Chevy Cruze inventory, and 138 days of Chevy Silverado pickup truck inventory. GM decided to idle one of two plants making the Cruze. In contrast Toyota has 2 months inventory for the Camry and Corolla. The largest incentives in the U.S. market are from Nissan, a 55% jump to average $4,273 in Nov. 2012 from $2,764 in Jan 2012. Honda increased incentives to average $2,428 from $1,978 in Feb. 2012, a 23% increase. Toyota up to average $2,075 in Nov 2012 from $1717 in Jan. 2012, a 21% increase, according to TrueCar.com, with zero percent interest rates not counted in these numbers. Ford offers $2895 off its 2013 Focus sedan, which has 2 months inventory. General Motors offers between $2900 and $3500 in average incentives , according to TrueCar.com....

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Tom Albanese of Australia's Rio Tinto resigns, ending a six year period at the company, after taking a $14 billion loss in Jan 2013. Of this $10-11 billion is for the failed Alcan Aluminium acquisition, and $3 billion for the acquisition of Riversdale Mining with coking coal assets in Mozambique. The Alcan Aluminium acquisition has resulted in $30 billion in wirtedowns for Rio Tinto including the latest writedown. Aluminium prices have declined 22% since 2007. The coking coal prices have declined 43% since 2011. Shipping coking coal down the Zambezi would require dredging the river and approvals, the coal is also of poor quality requiring additional processing. Sam Walsh who headed the iron operations since 2004 takes over as new CEO. Walsh has managed the large Pilbara iron ore projects on time and on budget. Earnings on the large iron ore projects have increased 15 times since 2004, with near doubling of production. Rio Tinto is the world's second largest iron ore producer. The focus of operations will now be on developing iron ore deposits to meet demand from China, India, Russia and the Middle East. A string of CEO's of commodity producers have resigned. Anglo American's CEO Cynthia Carroll resigned after investing in an iron ore project in Brazil in 2007 which cost $5.6 billion more than expected to develop. Going to remote regions of the world has increased risks for mining companies and overoptimistic projections have hurt the companies badly....

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Lego A/S CEO, Jorgen Vig Knudstrop, talks to the WSJ's Jens Hansegard. Lego is based in a small town in central Denmark. Lego's sales revenue has tripled since 2007, and net profit increased by 35% to about $1 billion for 2012. The building block segment in the toy business is growing rapidly with growth of about 20% in the last year. The overall global toy business is stagnant, with declining prices, difficult economic conditions and competition from the consumer electronics products. Lego is not affected by this because it is able to price products for sets of bricks and figures at a premium, and stays ahead by coming up with innovative products. Lego has 85% share of the U.S. building-block market. Lego is a family owned company started in 1947 which faced difficulty in 2004 with a fall in sales. Under Knudstrop's direction it has recovered and shown strong sales growth, especially in the U.S. with 26% growth in 2012. His approach was to focus on nostalgia themes, Hollywood themes, and come up with innovative products for girls. This includes the Lego City, Lego Star Wars, Lego Friends themes. Lego invests heavily on R&D and plants. About 60% of revenue in 2012 was from launches of new products. The new Lego Friends theme for girls tripled sales to girls, creating a remarkable sales opportunity. Knudstrop's philosophy is to remain humble and aggressvely pursue new opportunities....

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Huge losses sustained by sovereign wealth funds. Estimated $350 billion for Gulf foreign reserve funds and SWF's, according to RGE Monitor's Rachel Ziemba, or 27% of assets. Sovereign Wealth funds are either using their funds for supporting their local banks as in the Gulf areas, or buying back stakes of cash strapped western banks like RBS in the case of China. Russia, China and other countries are using their SWF's for stimulus spending. And Russia, Gulf economies that are dependent on oil prices, are looking at possible sale of foreign assets at oil prices between $50 and a deterioration to $25. Only China has a surplus that is sustained through the last quarter of 2008, but this is changing quickly as imports pick up after the stimulus kicks in, and exports drop precipitiously in 2010. South Korea and Russia have also learned of the need to have liquid safe investments preferably in dollars in the current crisis, as they have learned how large capital outflows can get in a short time. And the US is not looking at these large capital inflows from overseas as a benevolent thing, because it overvalues American assets, and leads to all sorts of distortions in liquidity and pricing of risk that contributed to the current crisis. In short the whole situation with SWF's has a suprising ending, as with everything in the current crisis, nothing worked out as expected or planned....

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The Bank of Italy, is conducting central bank examinations of Italian banks in July 2013. The loan portfolios of the 8 largest banks are being examined, and on-site inspections are being conducted for 20 other banks. This could lead to Italian banks having to sell assets or take other steps to improve capital positions. During the last central bank examinations in the fall of 2012 Italian banks were required to set aside 3.4 billion euros to protect against bad loan losses. Bad loan losses are increasing at Italian banks as businesses and individuals fall behind on payments with the worsening economy in 2013, and into 2014. Non-performing loans are up to 249 billion euros, or 14.2% of the banking industry's total loans, according to the Bank of Italy. This is up from 157 billion euros, or 8.9% of total loans in 2010.

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The results of a Wall Street Journal/NBC poll conducted by McInturff and Hart show only one in five of the respondents approving the job Congress has done, and the mood is definitely against incumbents. The big shift is among independents, where the situation is reversed from where it was in 2006, when 40% to 24% favored Democratic control of Congress Now the numbers show 38% to 30% favoring Republican control. Suburban women who favored Democrats by a 24 point margin now favor Republicans winning the House.

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Gottfried points out that after the IPO, in which it made a 73% gain to $45.10 in the first day above listing price of $26, the market value is $31.7 billion in early Nov 2013. This puts more pressure on Twitter to increase revenues to justify such a high market valuation. Estimates from Pivotal Research show Twitter not reaching $1 billion in operating income till 2018-2019. By basic market capitalization Twitter opened at about 26 times 2014 sales estimates, and 33 times using diluted market value.

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Pakistan has always suffered from tax collection that is some of the poorest in the world. This leaves little money for badly needed infrastructure and roads. At a time when countries such as Indonesia and India are rapidly building roads and infrastructure, Pakistan depends on projects and financing almost entirely from China.  This means dependence on foreign debt financing such as that of the $2 billion Orange Line, Pakistan's first Metro line in Lahore. This is one of the first projects one of $16 billion in projects started from a planned $62 billion under China's Belt and Road Initiative. The problem is that taking on so much debt leaves Pakistan dependent on Chinese financing, with increased debt payments leading to a debt crisis. External debt will double to over $100 billion from a little over $50 billion in 2013, according to the IMF, reaching 30% of GDP. External financing needs have doubled from 4% of GDP or about $10 billion in 2013-2015 period doubling to over $20 billion and 8% of GDP. A steep increase in debt in a space of only 3 years. Pakistan faces problems similar to that faced by other countries including Ceylon, Burma. Pakistan has fallen behind on debt payments for electricity projects, because of problems getting Pakistanis to pay electric bills. Other problems are that the projects use Chinese workers and Chinese contractors so that they do not generate jobs the way projects would normally generate domestic jobs and growth including pushing domestic firms up the experience and knowledge curve in construction and technology. The opaqueness of the deals lead to a lack of required transparency. The projects also lack the almost zero interest financing from Japan of projects such as the first bullet train in India on Mumbai-Ahmedabad corridor because of the lack of negotiating leverage and other problems.  By early fall 2018 Pakistan is expected to seek IMF financing, which would lead to conditions set by the IMF on how much it can borrow and spend under the Belt and Road Initiative, known as the China-Pakistan Economic Corridor or CPEC. This means effectively that the Wst will bail out a country after investments under the Belt and Road Initiative. ...

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Portugal leads the world in developing soccer players, no country has hundreds of soccer professional players all over the world. A country of just 10.3 million, the defending European champion, it has 292 professional players in 45 countries. Even Italy, another soccer crazy nation has only 105 pros abroad. Much of the development of soccer players from a very young age happens at sporting clubs Benefica, Porto, and Sporting. They act as scouts, finishing schools after rigorous practice, and places that transfer players to other clubs, all put together in one place with large soccer academies. The uniformity of coaching, and the primacy of soccer as a sport helps Portugal dominate soccer in a way that is not reflected in its size. Soccer fields in all directions is what you see at Benefica's training facilities in Portugal. 10 soccer pitches are not enough for the director of Benefica's youth academy. 10 different teams of exciting preteens to Portuguese pros need to practice every day.  Christiano Ronaldo was found at Sporting, Ricardo Carvalho at Porto. One boarding school at Benefica has 89 students who do their academic studies at the club and play soccer, attend classes in the morning and play in the afternoon. There are 3 different teams under 14. A pathway puts some of them into the senior squads or for them to become attractive enough to draw a large transfer fee outside Portugal. Five different talent centers and 200 people search for talent by watching under 10's or 12's play soccer games. Once they are chosen they move to Seixal, outside of Lisbon for training. The clubs essentially create value through selection and training for years in soccer academies within the clubs. The clubs support their activities by having a lower cost way to access talent at home, and by generating the hefty transfer fees. Since 2014-2015 season the surplus for Benefica is about 540 million euros. Costs are in the eight figures making it possible to generate a profit by having a sale of a few good players to lower profile teams such as Israel, even if they are not at the level of the top players in the Champions League.  ...

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Spain's central bank was lauded for macroprudential supervision before the housing bubble burst. Will China's central bank and financial authorites which have managed the housing bubble upto this point face similiar problems? Can China be the sole exception even as housing bubbles burst with wide repercussions in the U.S., UK and Spain? Nicholas Lardy, of the Peterson Institute of international Economics, says urban housing stock makes up 41% of Chinese household wealth in 2011. The same figure for the U.S. is 26%. Chinese buyers invest in homes because low interest rates on savings accounts cannot keep up with inflation. Real estate investment was 13% of GDP in 2011. Home ownership is a recent development in China, only since 1990, Chinese have never experienced large price declines. Household debt as a percentage of disposable income has increased significantly in recent years, up to 53.6% in 2011 from 31.3% in 2008, according to Lardy.