Sunday, June 5, 2022

Creating a Taxonomy for BBC News Articles (Part 3)

Peeking into the data to see why Cluster 0 is having articles from all known Article Categories.

There are five Article Categories: Business, Entertainment, Politics, Sport, Tech

Article ID

2113

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ailing eurodisney vows turnaround eurodisney the european home of mickey mouse and friends has said it will sell 253m euros (£175m; $328m) of new shares as it looks to avoid insolvency. the sale is the last part of a plan to restructure 2.4bn euros-worth of debts. despite struggling since it was opened in 1992 eurodisney has recently made progress in turning its business around and ticket sales have picked up. however analysts still question whether it attracts enough visitors to stay open even with the restructuring. eurodisney remains europe s largest single tourist attraction attracting some 12.4 million visitors annually. a new attraction - walt disney studios - has recently opened its site near paris. the company s currently traded stock tumbled in paris on the latest news shedding 15% to 22 euro cents. eurodisney will sell the new shares priced at 9 euros cents each. the us disney corporation and saudi arabian prince al-walid bin talal the firm s two main shareholders will buy the new stock. the restructuring deal is the second in the firm s troubled financial history; its finances were first reorganised in 1994.

Category

business

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ailing eurodisney vow turnaround eurodisney european home mickey mouse friend said sell 253m euro 175m 328m new share look avoid insolvency sale last part plan restructure 4bn euro worth debt despite struggling since opened 1992 eurodisney recently made progress turning business around ticket sale picked however analyst still question whether attracts enough visitor stay open even restructuring eurodisney remains europe largest single tourist attraction attracting million visitor annually new attraction walt disney studio recently opened site near paris company currently traded stock tumbled paris latest news shedding euro cent eurodisney sell new share priced euro cent disney corporation saudi arabian prince walid bin talal firm two main shareholder buy new stock restructuring deal second firm troubled financial history finance first reorganised 1994

Prediction

0

ArticleID

1797

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french honour for director parker british film director sir alan parker has been made an officer in the order of arts and letters one of france s highest cultural honours. sir alan received his decoration in paris on wednesday from french culture minister renaud donnedieu de vabres. you have explored the possibilities of film with an immense talent mr de vabres said as he presented the award. parker praised french films saying: hollywood which created modern cinema uses it only as a commodity. he told the minister: i am honoured to be thus distinguished by france the flag carrier of cinema throughout the world. sir alan s films include oscar-winning fame plus midnight express and the commitments. a founding member of the director s guild of great britain he is a former chairman of the uk film council and on the board of the british film institute. through your work and your campaigns you have shown us how the artist occupies an essential place in our contemporary society mr de vabres said. through your dreams which you show us through the links that you weave you question the world through the mirror of your work. he also cited the director s 2003 film the life of david gale in which kevin spacey played a man on death row as proof of his veritable artistic commitment against the death sentence .

Category

entertainment

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french honour director parker british film director sir alan parker made officer order art letter one france highest cultural honour sir alan received decoration paris french culture minister renaud donnedieu vabres explored possibility film immense talent vabres said presented award parker praised french film saying hollywood created modern cinema us commodity told minister honoured thus distinguished france flag carrier cinema throughout world sir alan film include oscar winning fame plus midnight express commitment founding member director guild great britain former chairman film council board british film institute work campaign shown artist occupies essential place contemporary society vabres said dream show link weave question world mirror work also cited director 2003 film life david gale kevin spacey played man death row proof veritable artistic commitment death sentence

Prediction

0

ArticleId

1239

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sainsbury s labour election gift science minister lord sainsbury has made a £2m donation to the labour party for its general election fund. it is the latest hefty donation to the party by the billionaire - he has contributed more than £10m since 1999. david sainsbury said he was pleased to give cash to a party that had the vision to deliver economic prosperity and better public services for britain. general secretary matt carter said it was a fantastic gift that would help labour fight and win the election . through the generosity of david sainsbury and other labour supporters labour will be campaigning hard to take britain forward and to stop the tories taking us back mr carter said. lord sainsbury added: i am pleased to be able to make this contribution to the general election funds of the labour party because i believe that they are the only party that has the vision to deliver both economic prosperity and better public services for britain. the 64-year-old latest donation follows a £2.5m gift to the party in 2003. lord sainsbury was created a life peer in 1997 a year before he was appointed as minister for science.

Category

politics

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sainsbury labour election gift science minister lord sainsbury made donation labour party general election fund latest hefty donation party billionaire contributed 10m since 1999 david sainsbury said pleased give cash party vision deliver economic prosperity better public service britain general secretary matt carter said fantastic gift would help labour fight win election generosity david sainsbury labour supporter labour campaigning hard take britain forward stop tory taking back carter said lord sainsbury added pleased able make contribution general election fund labour party believe party vision deliver economic prosperity better public service britain year old latest donation follows gift party 2003 lord sainsbury created life peer 1997 year appointed minister science

Prediction

0

ArticleId

651

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wales silent on grand slam talk rhys williams says wales are still not thinking of winning the grand slam despite a third six nations win. that s the last thing on our minds at the moment said williams a second- half replacement in saturday s 24-18 win over france in paris. we all realise how difficult a task it is to go up to scotland and beat them. we ve come unstuck there a couple of times recently so our focus is on that game and we ll worry about ireland hopefully after we ve beaten scotland. with captain gareth thomas ruled out of the rest of the campaign with a broken thumb williams is vying for his first start in the championship so far. kevin morgan is probably favourite to replace thomas at full-back leaving williams and hal luscombe to battle for the right wing berth. a hamstring injury denied luscombe the opportunity to make a third successive start but the dragons winger is expected to be fit for the trip to murrayfield on 13 march. hooker robin mcbryde is doubtful after picking up a knee injury in paris but centre sonny parker and flanker colin charvis are set to recover from injury to be in contention for selection. said wales assistant coach scott johnson: they ve worked through the weekend and the reports are a bit more positive. so we re getting a couple back and that adds to the depth of the squad. scotland secured their first win of the campaign on saturday by grinding out an 18-10 win over italy. matt williams side has shown little in attack but johnson insisted the scots will be difficult opposition to break down. italy are really brave opposition and sometimes it s very hard to win he said. so an ugly win can be just as effective as a 30 or 40 point victory. scotland are a hard side and very underrated so we re not taking anything for granted. we re not basking in the glory of winning our first three games. we ve got to be diligent in our preparation. that s my job and we ve got to make sure we re focused.

Category

sport

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wale silent grand slam talk rhys williams say wale still thinking winning grand slam despite third six nation win last thing mind moment said williams second half replacement win france paris realise difficult task scotland beat come unstuck couple time recently focus game worry ireland hopefully beaten scotland captain gareth thomas ruled rest campaign broken thumb williams vying first start championship far kevin morgan probably favourite replace thomas full back leaving williams hal luscombe battle right wing berth hamstring injury denied luscombe opportunity make third successive start dragon winger expected fit trip murrayfield march hooker robin mcbryde doubtful picking knee injury paris centre sonny parker flanker colin charvis set recover injury contention selection said wale assistant coach scott johnson worked weekend report bit positive getting couple back add depth squad scotland secured first win campaign grinding win italy matt williams side shown little attack johnson insisted scot difficult opposition break italy really brave opposition sometimes hard win said ugly win effective point victory scotland hard side underrated taking anything granted basking glory winning first three game got diligent preparation job got make sure focused

Prediction

0

ArticleId

1147

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bbc leads interactive bafta wins the bbc and the national theatre have led the field at this year s interactive bafta awards. the national theatre s stagework website picked up the prize for best learning as well as top factual site. the bbc collected three awards including best online entertainment for the hitchhiker s guide to the galaxy adventure game. spooks interactive took the best interactive tv prize. the annual awards recognise the best in digital media. bbc sport interactive fought off competition from cbbc newsround and the guardian to take home the best news and sport trophy for its coverage of england s exit from euro 2004. it was recognised for its groundbreaking use of animation. bafta s grant dean chair of bafta s interactive entertainment committee said all the entrants had been of outstanding quality and that judging had been enormously difficult . without a doubt 2005 has been a landmark year for the bafta interactive awards he added. many of the top awards this year have gone to the companies we most commonly associate with traditional entertainment showing how the gap between new media film and television is closing. awards were given out in 12 different categories including interactive tv film music design as well as technical and social innovation at a london ceremony. the top music award was given to sseyo minimixa a mobile music sequencer designed to let people write edit and share compositions. warner bros was given two prizes for its inspiring efforts in film and dvd interactivity. the chaplin collection beat oasis really bend it like beckham shaun of the dead and the day today in the dvd category and trauma won best film. elsewhere fashionista and clothes designer alexander mcqueen took the accolade for the best-designed website. the awards have been running since 1997 but in 2002 the british academy of film and television decided to split them into separate games and interactive ceremonies. on tuesday half-life 2 dominated the games prizes. it collected six baftas including best game and best online game.

Category

tech

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bbc lead interactive bafta win bbc national theatre led field year interactive bafta award national theatre stagework website picked prize best learning well top factual site bbc collected three award including best online entertainment hitchhiker guide galaxy adventure game spook interactive took best interactive prize annual award recognise best digital medium bbc sport interactive fought competition cbbc newsround guardian take home best news sport trophy coverage england exit euro 2004 recognised groundbreaking use animation bafta grant dean chair bafta interactive entertainment committee said entrant outstanding quality judging enormously difficult without doubt 2005 landmark year bafta interactive award added many top award year gone company commonly associate traditional entertainment showing gap new medium film television closing award given different category including interactive film music design well technical social innovation london ceremony top music award given sseyo minimixa mobile music sequencer designed let people write edit share composition warner bros given two prize inspiring effort film dvd interactivity chaplin collection beat oasis really bend like beckham shaun dead day today dvd category trauma best film elsewhere fashionista clothes designer alexander mcqueen took accolade best designed website award running since 1997 2002 british academy film television decided split separate game interactive ceremony half life dominated game prize collected six baftas including best game best online game

Prediction

0

Peeking into the data to see why 'Business' category is falling into multiple clusters.

We have five cluster labels: 0, 1, 2, 3, 4

ArticleId

1885

Text

saudi investor picks up the savoy london s famous savoy hotel has been sold to a group combining saudi billionaire investor prince alwaleed bin talal and a unit of hbos bank. financial details of the deal which includes the nearby simpson s in the strand restaurant were not disclosed. the seller - irish-based property firm quinlan private - bought the savoy along with the berkeley claridge s and the connaught for £750m last year. prince alwaleed s hotel investments include the luxury george v in paris. he also has substantial stakes in fairmont hotels & resorts which will manage the savoy and simpson s in the strand and four seasons. fairmont said it planned to invest $48m (£26m) in renovating parts of the savoy including the river room and suites with views over the river thames. work was expected to be completed by summer 2006 fairmont said.

Category

business

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saudi investor pick savoy london famous savoy hotel sold group combining saudi billionaire investor prince alwaleed bin talal unit hbos bank financial detail deal includes nearby simpson strand restaurant disclosed seller irish based property firm quinlan private bought savoy along berkeley claridge connaught 750m last year prince alwaleed hotel investment include luxury george paris also substantial stake fairmont hotel resort manage savoy simpson strand four season fairmont said planned invest 48m 26m renovating part savoy including river room suite view river thames work expected completed summer 2006 fairmont said

Prediction

0

Article ID

1833

Text

worldcom ex-boss launches defence lawyers defending former worldcom chief bernie ebbers against a battery of fraud charges have called a company whistleblower as their first witness. cynthia cooper worldcom s ex-head of internal accounting alerted directors to irregular accounting practices at the us telecoms giant in 2002. her warnings led to the collapse of the firm following the discovery of an $11bn (£5.7bn) accounting fraud. mr ebbers has pleaded not guilty to charges of fraud and conspiracy. prosecution lawyers have argued that mr ebbers orchestrated a series of accounting tricks at worldcom ordering employees to hide expenses and inflate revenues to meet wall street earnings estimates. but ms cooper who now runs her own consulting business told a jury in new york on wednesday that external auditors arthur andersen had approved worldcom s accounting in early 2001 and 2002. she said andersen had given a green light to the procedures and practices used by worldcom. mr ebber s lawyers have said he was unaware of the fraud arguing that auditors did not alert him to any problems. ms cooper also said that during shareholder meetings mr ebbers often passed over technical questions to the company s finance chief giving only brief answers himself. the prosecution s star witness former worldcom financial chief scott sullivan has said that mr ebbers ordered accounting adjustments at the firm telling him to hit our books . however ms cooper said mr sullivan had not mentioned anything uncomfortable about worldcom s accounting during a 2001 audit committee meeting. mr ebbers could face a jail sentence of 85 years if convicted of all the charges he is facing. worldcom emerged from bankruptcy protection in 2004 and is now known as mci. last week mci agreed to a buyout by verizon communications in a deal valued at $6.75bn.

Category

business

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worldcom bos launch defence lawyer defending former worldcom chief bernie ebbers battery fraud charge called company whistleblower first witness cynthia cooper worldcom head internal accounting alerted director irregular accounting practice telecom giant 2002 warning led collapse firm following discovery 11bn 7bn accounting fraud ebbers pleaded guilty charge fraud conspiracy prosecution lawyer argued ebbers orchestrated series accounting trick worldcom ordering employee hide expense inflate revenue meet wall street earnings estimate cooper run consulting business told jury new york external auditor arthur andersen approved worldcom accounting early 2001 2002 said andersen given green light procedure practice used worldcom ebber lawyer said unaware fraud arguing auditor alert problem cooper also said shareholder meeting ebbers often passed technical question company finance chief giving brief answer prosecution star witness former worldcom financial chief scott sullivan said ebbers ordered accounting adjustment firm telling hit book however cooper said sullivan mentioned anything uncomfortable worldcom accounting 2001 audit committee meeting ebbers could face jail sentence year convicted charge facing worldcom emerged bankruptcy protection 2004 known mci last week mci agreed buyout verizon communication deal valued 75bn

Prediction

1

Article ID

154

Text

german business confidence slides german business confidence fell in february knocking hopes of a speedy recovery in europe s largest economy. munich-based research institute ifo said that its confidence index fell to 95.5 in february from 97.5 in january its first decline in three months. the study found that the outlook in both the manufacturing and retail sectors had worsened. observers had been hoping that a more confident business sector would signal that economic activity was picking up. we re surprised that the ifo index has taken such a knock said dz bank economist bernd weidensteiner. the main reason is probably that the domestic economy is still weak particularly in the retail trade. economy and labour minister wolfgang clement called the dip in february s ifo confidence figure a very mild decline . he said that despite the retreat the index remained at a relatively high level and that he expected a modest economic upswing to continue. germany s economy grew 1.6% last year after shrinking in 2003. however the economy contracted by 0.2% during the last three months of 2004 mainly due to the reluctance of consumers to spend. latest indications are that growth is still proving elusive and ifo president hans-werner sinn said any improvement in german domestic demand was sluggish. exports had kept things going during the first half of 2004 but demand for exports was then hit as the value of the euro hit record levels making german products less competitive overseas. on top of that the unemployment rate has been stuck at close to 10% and manufacturing firms including daimlerchrysler siemens and volkswagen have been negotiating with unions over cost cutting measures. analysts said that the ifo figures and germany s continuing problems may delay an interest rate rise by the european central bank. eurozone interest rates are at 2% but comments from senior officials have recently focused on the threat of inflation prompting fears that interest rates may rise.

Category

business

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german business confidence slide german business confidence fell february knocking hope speedy recovery europe largest economy munich based research institute ifo said confidence index fell february january first decline three month study found outlook manufacturing retail sector worsened observer hoping confident business sector would signal economic activity picking surprised ifo index taken knock said bank economist bernd weidensteiner main reason probably domestic economy still weak particularly retail trade economy labour minister wolfgang clement called dip february ifo confidence figure mild decline said despite retreat index remained relatively high level expected modest economic upswing continue germany economy grew last year shrinking 2003 however economy contracted last three month 2004 mainly due reluctance consumer spend latest indication growth still proving elusive ifo president han werner sinn said improvement german domestic demand sluggish export kept thing going first half 2004 demand export hit value euro hit record level making german product le competitive overseas top unemployment rate stuck close manufacturing firm including daimlerchrysler siemens volkswagen negotiating union cost cutting measure analyst said ifo figure germany continuing problem may delay interest rate rise european central bank eurozone interest rate comment senior official recently focused threat inflation prompting fear interest rate may rise

Prediction

2

Article ID

1012

Text

making your office work for you our mission to brighten up your working lives continues - and this time we re taking a long hard look at your offices. over the next few months our panel of experts will be listening to your gripes about where you work and suggesting ways to make your workspace more efficient more congenial or simply prettier. this week we re hearing from marianne petersen who is planning to convert a barn in sweden into a base for her freelance writing work. click on the link under her photograph to read her story and then scroll down to see what the panel have to say. and if you want to take part in the series go to the bottom of the story to find out how to get in touch. working from home presents a multitude of challenges. understanding your work personality allows you to work in terms of your own style. do you feel confident about your work output without conferring with others are you able to retain discipline and self motivate to get the job done do you build on the ideas of others - or are you a more introspective problem solver . in order for a virtual office to succeed keeping the boundary between work and home life is essential. it may be useful to be quite rigid about who is allowed to visit and to keep strict office hours. referring to the space as work will give those around you a clear message that this is professional space. it is imperative to consider how to bring the outside world into yours keeping up to date with developments and maintaining a network. isolated work environments mean this has to be carefully thought out and a strategy has to be developed that suits both your personality and your industry. joining professional groups or forming a loose association of like-minded people may assist. it is useful to structure these meetings in advance as often they get relegated to less important status when times are busy - with the danger that when the workload eases they have to be resurrected. prior to any interior work being undertaken it is essential to ensure that the roof and walls are made water-and-weather-tight and the structure is checked for stability. it appears that the roof trusses may need repairs and additional bracing. ideally the roof should be replaced with an outer material in keeping with the character and location of the barn. this would also allow for a well-insulated inner skin to be provided which should be light coloured. it is likely that the most efficient way of heating the building is with electricity. in order to provide this the owner will need to have an electrical engineer calculate the potential heating power and lighting load to make sure the mains supply and distribution capacity are adequate. ideally it would be good to have a mains water supply and some means of drainage for toilet and washing facilities. the walls should be dry lined with a single skin of plasterboard laid over rockwool slab which will allow good wall insulation and the power and lighting circuits to be concealed and the walls should be painted in a light colour. the owner mentions she might lay a new floor over the existing planks; this will improve the insulation and offer a level surface. i would suggest laying new oak veneer planks which can work in with the character of the barn. as for lighting consider a combination of floor mounted uplights wall lights (wall washers) and selected downlights. use a combination of mains voltage fluorescent fittings and dimmable units which can vary the light levels and the feel of the interior. please click on the link to the right here to see my ideas for marianne s barn. the layout of this office reflects the need to have a working area and a more relaxed meeting space. large desk space and extensive storage would combine with tub chairs to maximise the space available. the finishes chosen for the furniture will need to reflect the unusual setting while the lighting and temperature control mechanisms used will further influence the workplace. regarding accessing the internet via the connection in the main house your plan of going wireless is sensible. a wireless router/access point in the house with a wireless lan card in the pc in the renovated area may be sufficient. however important points to consider are the distance between the two buildings and the nature of the materials through which the signals have to pass which could result in a weak signal strength. you may require an additional wireless access point in the renovated area. your local it supplier will be able to advise on this. if you haven t already invested in robust firewall and anti-virus software it is essential to do so to protect your investment. to really take advantage of wireless technology you might consider a laptop computer and a docking station with external mouse and monitor. or you could use one of the new tablet computers which allow you to write directly on the screen and convert into text with built-in hand recognition software. and finally you will save money and space by considering a multi-function product for print scan copy and fax.

Category

business

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making office work mission brighten working life continues time taking long hard look office next month panel expert listening gripe work suggesting way make workspace efficient congenial simply prettier week hearing marianne petersen planning convert barn sweden base freelance writing work click link photograph read story scroll see panel say want take part series bottom story find get touch working home present multitude challenge understanding work personality allows work term style feel confident work output without conferring others able retain discipline self motivate get job done build idea others introspective problem solver order virtual office succeed keeping boundary work home life essential may useful quite rigid allowed visit keep strict office hour referring space work give around clear message professional space imperative consider bring outside world keeping date development maintaining network isolated work environment mean carefully thought strategy developed suit personality industry joining professional group forming loose association like minded people may assist useful structure meeting advance often get relegated le important status time busy danger workload eas resurrected prior interior work undertaken essential ensure roof wall made water weather tight structure checked stability appears roof truss may need repair additional bracing ideally roof replaced outer material keeping character location barn would also allow well insulated inner skin provided light coloured likely efficient way heating building electricity order provide owner need electrical engineer calculate potential heating power lighting load make sure main supply distribution capacity adequate ideally would good main water supply mean drainage toilet washing facility wall dry lined single skin plasterboard laid rockwool slab allow good wall insulation power lighting circuit concealed wall painted light colour owner mention might lay new floor existing plank improve insulation offer level surface would suggest laying new oak veneer plank work character barn lighting consider combination floor mounted uplights wall light wall washer selected downlights use combination main voltage fluorescent fitting dimmable unit vary light level feel interior please click link right see idea marianne barn layout office reflects need working area relaxed meeting space large desk space extensive storage would combine tub chair maximise space available finish chosen furniture need reflect unusual setting lighting temperature control mechanism used influence workplace regarding accessing internet via connection main house plan going wireless sensible wireless router access point house wireless lan card renovated area may sufficient however important point consider distance two building nature material signal pas could result weak signal strength may require additional wireless access point renovated area local supplier able advise already invested robust firewall anti virus software essential protect investment really take advantage wireless technology might consider laptop computer docking station external mouse monitor could use one new tablet computer allow write directly screen convert text built hand recognition software finally save money space considering multi function product print scan copy fax

Prediction

3

Article ID

180

Text

arsenal may seek full share listing arsenal vice-chairman david dein has said the club may consider seeking a full listing for its shares on the london stock exchange. speaking at the soccerex football business forum in dubai he said a full listing was one of the options for funding after the club moves to its new stadium. the club - which is currently listed on the smaller ofex share exchange - is due to move into its new 60 000-seater emirates stadium at ashburton grove for the start of the 2006/07 season. mr dein also warned the current level of tv coverage of the premiership may be reaching saturation level with signs that match attendances have been dropping off in the first few months of this season. when arsenal moves to its new stadium it will see its proportion of turnover from media earnings drop from 52% this season to 34% in two years time. the club is hoping to increase matchday earnings from 29% to 40% of turnover and has not ruled out other money-earning means including a full share listing. when the new stadium opens we will go through a thorough financial review mr dein said. listing would be one option but we are flexible and no decisions have been made on that issue yet. we want to be in the best financial health - maybe clubs can do it (listing) manchester united have been a success. mr dein said that although television money and coverage had driven the english game forward in the past 10 years he feared there might now be too many games being shown. since the formation of the premier league in season 1992/93 premiership clubs have seen their income from television soar. television has been the driving force over the past 10 years... but we must constantly improve if we want to remain as the world s leading league competition. we must monitor the quality of the product and ensure attendances do not decline and we must balance that with the quantity of exposure on tv too. i think we have practically reached saturation point... sometimes i think less is more. the club is funding its move to ashburton grove through a number of sources including debt from banks from money it already has and will receive in coming years from sponsors and from the sale of surplus property including its highbury stadium. it is also looking to create new revenue streams from overseas markets including asia. we have two executives travelling round japan and china at the moment building relationships with organisations and clubs and we know our supporters clubs are growing there too as they are around the world. we have got a very good product so it is very important we go and look at these markets and make sure we are on the case.

Category

business

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arsenal may seek full share listing arsenal vice chairman david dein said club may consider seeking full listing share london stock exchange speaking soccerex football business forum dubai said full listing one option funding club move new stadium club currently listed smaller ofex share exchange due move new 000 seater emirate stadium ashburton grove start 2006 season dein also warned current level coverage premiership may reaching saturation level sign match attendance dropping first month season arsenal move new stadium see proportion turnover medium earnings drop season two year time club hoping increase matchday earnings turnover ruled money earning mean including full share listing new stadium open thorough financial review dein said listing would one option flexible decision made issue yet want best financial health maybe club listing manchester united success dein said although television money coverage driven english game forward past year feared might many game shown since formation premier league season 1992 premiership club seen income television soar television driving force past year must constantly improve want remain world leading league competition must monitor quality product ensure attendance decline must balance quantity exposure think practically reached saturation point sometimes think le club funding move ashburton grove number source including debt bank money already receive coming year sponsor sale surplus property including highbury stadium also looking create new revenue stream overseas market including asia two executive travelling round japan china moment building relationship organisation club know supporter club growing around world got good product important look market make sure case

Prediction

4
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