From 8e7fef00f9bfb094f2998250af319462615f04b6 Mon Sep 17 00:00:00 2001 From: Gordon Geringas Date: Wed, 7 Aug 2024 10:28:41 -0400 Subject: [PATCH] added solutions to lab_6 --- 01_materials/labs/lab_6.ipynb | 808 +++++++++++++++++++++++++++++++--- 1 file changed, 740 insertions(+), 68 deletions(-) diff --git a/01_materials/labs/lab_6.ipynb b/01_materials/labs/lab_6.ipynb index 13d81575..de609039 100644 --- a/01_materials/labs/lab_6.ipynb +++ b/01_materials/labs/lab_6.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -58,9 +58,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['business', 'entertainment', 'politics', 'sport', 'tech']" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "target_names = sorted(folder for folder in os.listdir(BBC_DATASET_FOLDER)\n", " if op.isdir(op.join(BBC_DATASET_FOLDER, folder)))\n", @@ -69,11 +80,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Ad sales boost Time Warner profit\n", + "\n", + "Quarterly profits at US media giant TimeWarner jumped 76% to $1.13bn (£600m) for the three months to December, from $639m year-earlier.\n", + "\n", + "The firm, which is now one of the biggest investors in Google, benefited from sales of high-speed internet connections and higher advert sales. TimeWarner said fourth quarter sales rose 2% to $11.1bn from $10.9bn. Its profits were buoyed by one-off gains which offset a profit dip at Warner Bros, and less users for AOL.\n", + "\n", + "Time ...\n" + ] + } + ], "source": [ "# Example of a file in the \"business\" category\n", "with open(op.join(BBC_DATASET_FOLDER, 'business', '001.txt'), 'rb') as f:\n", @@ -89,7 +114,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -120,20 +145,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(array([0, 1, 3, 4, 3], dtype=int32),\n", + " ['bbc/business/475.txt',\n", + " 'bbc/entertainment/152.txt',\n", + " 'bbc/sport/127.txt',\n", + " 'bbc/tech/095.txt',\n", + " 'bbc/sport/464.txt'])" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "target_train[:5], filenames_train[:5]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training set size: 4.582 MB\n" + ] + } + ], "source": [ "size_in_bytes = sum([len(open(fn, 'rb').read()) for fn in filenames_train])\n", "print(\"Training set size: %0.3f MB\" % (size_in_bytes / 1e6))" @@ -148,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -156,6 +205,225 @@ "texts_test = [open(fn, 'rb').read().decode('latin-1') for fn in filenames_test]" ] }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Tate & Lyle boss bags top award\\n\\nTate & Lyle\\'s chief executive has been named European Businessman of the Year by a leading business magazine.\\n\\nIain Ferguson was awarded the title by US publication Forbes for returning one of the UK\\'s \"venerable\" manufacturers to the country\\'s top 100 companies. The sugar group had been absent from the FTSE 100 for seven years until Mr Ferguson helped it return to growth. Tate\\'s shares have leapt 55% this year, boosted by firming sugar prices and sales of its artificial sweeteners.\\n\\n\"After years of a sagging stock price and a seven-year hiatus from the FTSE 100, one of Britain\\'s venerable manufacturers has returned to the vaunted index,\" Forbes said. Mr Ferguson took the helm at the company in 2003, after spending most of his career at consumer goods giant Unilever. Tate & Lyle, which was an original member of the historic FT-30 index in 1935, operates more than 41 factories and 20 more additional production facilities in 28 countries. Previous winners of the Forbes award include Royal Bank of Scotland chief executive Fred Goodwin and former Vodafone boss Chris Gent.\\n',\n", + " \"Halo 2 sells five million copies\\n\\nMicrosoft is celebrating bumper sales of its Xbox sci-fi shooter, Halo 2.\\n\\nThe game has sold more than five million copies worldwide since it went on sale in mid-November, the company said. Halo 2 has proved popular online, with gamers notching up a record 28 million hours playing the game on Xbox Live. According to Microsoft, nine out of 10 Xbox Live members have played the game for an average of 91 minutes per session.\\n\\nThe sequel to the best-selling Need for Speed: Underground has inched ahead of the competition to take the top slot in the official UK games charts. The racing game moved up one spot to first place, nudging GTA: San Andreas down to second place. Halo 2 dropped one place to five, while Half-Life 2 fell to number nine. Last week's new releases, GoldenEye: Rogue Agent and Killzone, both failed to make it into the top 10, debuting at number 11 and 12 respectively.\\n\\nRecord numbers of Warcraft fans are settling in the games online world. On the opening day of the World of Warcraft massive multi-player online game more than 200,000 players signed up to play. On the evening of the first day more than 100,000 players were in the world, forcing Blizzard to add another 34 servers to cope with the influx. The online game turns the stand alone Warcraft games into a persistent world that players can inhabit not just visit\\n\\nEurope's gamers could be waiting until January to hear when they can get their mitts on Nintendo's handheld device, Nintendo DS, says gamesindustry.biz. David Yarnton, Nintendo UK general manager, told a press conference to look out for details in the New Year. Its US launch was on Sunday and it goes on sale in Japan on 2 December. Nintendo has a 95% share of the handheld gaming market and said it expected to sell around five million of the DS by March 2005.\\n\",\n", + " 'MSPs hear renewed climate warning\\n\\nClimate change could be completely out of control within several decades, the Scottish Environment Protection Agency is warning a committee of MSPs.\\n\\nExperts are giving evidence on the subject to the Scottish Parliament\\'s environment committee. Officials believe nuclear energy and wind farms may be better options than trying to tackle global warming. Solutions suggested by conservationists include reducing internal UK air travel and boosting electric trains. The evidence is part of the committee\\'s inquiry into the impact of climate change in Scotland. Sepa is attempting to curb global warming gases, as pollution from transport emissions increases.\\n\\nEcologists are warning MSPs that Scotland may have to accept \"significant intrusion\" from wind farms. It is likely also that nuclear power will be needed for possibly several decades. Sepa predict that the two methods will remain as energy sources until climate change is under control. Experts studying the seas off Scotland\\'s west coast have already forecast more devastating weather of the type which caused havoc across the country last month.\\n\\nThey predicted that damaging storms will become more frequent. Researchers from the University of the Highlands and Islands and Southampton have been looking at wave heights in the Atlantic over the last nine years. The project was conducted jointly by the Environmental Research Institute in Thurso, which is part of the University of the Highlands and Islands (UHI) Millennium Institute network, and the Southampton Oceanography Centre. Scientists carried out a series of studies, including the use of satellites to assess wave heights in the seas around the west coast and the Hebrides.\\n',\n", + " 'Pavey focuses on indoor success\\n\\nJo Pavey will miss January\\'s View From Great Edinburgh International Cross Country to focus on preparing for the European Indoor Championships in March.\\n\\nThe 31-year-old was third behind Hayley Yelling and Justyna Bak in last week\\'s European Cross Country Championships but she prefers to race on the track. \"It was great winning bronze but I\\'m wary of injuries and must concentrate on the indoor season,\" she said. \"Because of previous injuries I don\\'t even run up hills in training.\" Pavey, who came fifth in the 5,000m at the Athens Olympics, helped the British cross country team win the team silver medal in Heringsdorf last week. She is likely to start her 3,000m season with a race in either Boston or Stuttgart at the end of January.\\n',\n", + " 'Tories reject rethink on axed MP\\n\\nSacked MP Howard Flight\\'s local Conservative association has insisted he will not be its candidate at the general election.\\n\\nRussell Tanguay, agent for Arundel and South Downs Tories, said Mr Flight was ineligible to be a candidate and the association was seeking a substitute. The news comes despite Mr Flight\\'s allies saying they had enough support to hold a meeting to discuss his fate. Mr Flight landed in trouble over remarks on Tory tax and spending plans. He quit as Tory deputy chairman after apparently suggesting the Tories planned extra spending cuts - but he wants to continue as an MP.\\n\\nTory headquarters says he cannot stand as a Conservative candidate because he is no longer an approved candidate. Mr Tanguay backed that view on Tuesday, saying: \"Howard Flight is ineligible to stand as a Conservative Party candidate. \"The association is in the process of selecting a new candidate.\"\\n\\nBut the local Tory chairman made similar comments on Friday and dissent continues. Two local councillors who back Mr Flight met Mr Tanguay and the local association\\'s chairman in Arundel on Tuesday afternoon but did not comment as they left the meeting. Mr Flight says he will not stand down as a candidate unless his local party instructs him to do so at an extraordinary general meeting (EGM). The MP, who is consulting his lawyers, told BBC News: \"They selected me and they, if you like, dispose of me or keep me.\" Mr Flight\\'s supporters also say they have the 50 signatures needed to trigger the EGM.\\n\\nAt a news conference, Mr Howard insisted he had played by the party\\'s rules. The Tory leader, who argues he is ensuring honesty, said: \"We do not say one thing in private and another thing in public.\"\\n\\nLabour election campaign coordinator Alan Milburn said the Tories were in \"turmoil\" because Mr Flight had exposed their hidden plans. The comments were not a \"one-off\", he said, claiming Mr Howard and other senior Tories were obsessively committed to cutting public spending. Liberal Democrat chairman Matthew Taylor said: \"Whilst I disagree with Howard Flight\\'s views, it seems extraordinary to sack somebody for telling the truth.\"\\n\\nIt has also emerged Mr Howard has suspended Slough\\'s constituency Conservative association for refusing to deselect its candidate. Adrian Hilton was abandoned after suggesting the signing of the Maastricht Treaty, under John Major\\'s government, was an act of treason. The Catholic Herald also highlighted articles he wrote about the role of Catholicism in the European Union. Mr Hilton was chosen to fight the seat after the previous candidate, Robert Oulds, was sacked for being pictured with a range of guns and a hunting knife. Slough Conservative Association has now been placed on \"support status\" and is being run from Conservative campaign headquarters, says a senior party spokesman.\\n\\nMr Hilton on Tuesday said he was considering taking legal action against his deposal. He said the local party had only learned of the final decision on the BBC News website on Monday evening. \"There are people at Central Office who are behaving like little dictators and seemingly people who are ordinary members are being treated with contempt,\" he said. The party says it did try to contact the local Conservative chairman.\\n',\n", + " 'Lib Dems predict \\'best ever poll\\'\\n\\nThe Lib Dems are set for their best results in both the general election and the local council polls, one of their frontbenchers has predicted.\\n\\nLocal government spokesman Ed Davey was speaking as the party launched its campaign for the local elections being held in 37 English council areas. The flagship pledge is to replace council tax with a local income tax. The Tories say the Lib Dems would make people pay more tax and Labour says the party\\'s sums do not add up. Looking to the coming elections, which are all expected to be held on 5 May, Mr Davey said: \"We are going to be winning more votes and winning more seats. \"I think we are going to have the best general election results and local election results we have ever had under [party leader] Charles Kennedy. \"I couldn\\'t think of a stronger endorsement of a leader.\"\\n',\n", + " 'Howard attacks \\'pay later\\' Budget\\n\\nTory leader Michael Howard has dismissed Gordon Brown\\'s Budget as \"vote now, pay later\" spending plans.\\n\\nThe simple fact was that under a new Labour government taxes would go up after the election to plug a financial black hole, Mr Howard said. Everyone could see the chancellor\\'s \"sweeteners\", but these hid tax rises for hard working families, he said. Labour\\'s \"faltering election campaign\" would not be helped by the package of measures, Mr Howard added.\\n\\nMr Brown\\'s Budget was not about what was good for the country, but \"all about the interests of the Labour party,\" the Tory leader said after mockingly welcoming the chancellor back to the election campaign. He went on to accuse Mr Brown of giving with one hand while taking away with the other. He urged the chancellor to admit he had been responsible for dragging \"millions of people in to the net\" to pay stamp duty and inheritance tax. \"We can all see the sweeteners, but they hide the crippling tax rises for hard-working families that are inevitable if Labour wins.\"\\n\\nHe also accused the government and the chancellor of running out of solutions to the problems Britain faced. \"Their only answer is to tax, to spend and to waste - to get people to vote now and pay later.\" Mr Brown liked to rattle off \"magical balances conjured out of thin air\" in a bid to convince people there was no \"black hole\" in the nation\\'s finances, the Tory leader said. \"This dodgy government that brought us the dodgy dossier is now publishing a dodgy Budget based on dodgy numbers,\" he said. \"You now propose to borrow, over the next six years, no less than £168 billion; so much for prudence. \"The chancellor\\'s forecasts of surpluses are no better than the prime minister\\'s forecasts of weapons of mass destruction.\"\\n\\nMr Brown\\'s council tax rebate for pensioners was £300 less than what the Tories were offering, Mr Howard said. There was nothing in the Budget that would put more police on the streets, make hospitals cleaner or give parents and teachers the discipline and skills they wanted in schools. People would face a \"clear choice\" at the election, either \"more waste and higher taxes under Labour or lower taxes and value for money with the Conservatives\", he said. \"That\\'s the battleground of this election. That\\'s what this election is going to be all about and I say bring it on,\" he concluded, to loud Tory cheering.\\n',\n", + " 'Games win for Blu-ray DVD format\\n\\nThe next-generation DVD format Blu-ray is winning more supporters than its rival, according to its backers.\\n\\nBlu-ray, backed by 100 firms including Sony, is competing against Toshiba and NEC-backed HD-DVD to be the format of choice for future films and games. The Blu-Ray Association said on Thursday that games giants Electronic Arts and Vivendi would both support its DVD format. The next generation of DVDs will hold high-definition video and sound. This offers incredible 3D-like quality of pictures which major Hollywood studios and games publishers are extremely keen to exploit in the coming year. In a separate press conference at the Consumer Electronics Show in Las Vegas, Toshiba announced that DVD players for its technology would be on the market by the end of 2005.\\n\\n\"As we move from standard definition video images to high-definition images, we have a much greater need for storage,\" Richard Doherty, from Panasonic\\'s Hollywood Laboratories, one of the pioneers of Blu-ray, told the BBC news website. \"So by utilising blue laser-based technology we can make an optical laser disc that can hold six times as much as today\\'s DVD.\" A Blu-ray disc will be able to store 50GB of high-quality data, while Toshiba\\'s HD-DVD will hold 30GB. Mr Doherty added that it was making sure the discs could satisfy all high-definition needs, including the ability to record onto the DVDs and smaller discs to fit into camcorders. Both Toshiba and Blu-ray are hopeful that the emerging DVD format war, akin to the Betamax and VHS fight in the 1980s, can be resolved over the next year when next-generation DVD players start to come out. When players do come out, they will be able to play standard DVDs too, which is good news for those who have huge libraries of current DVDs.\\n\\nBut the support from Vivendi and Electronics Arts is a big boost to Blu-ray in the battle for supremacy.\\n\\nGaming is a $20 billion industry worldwide, so is as crucial as the film industry in terms of money to be made. \"The technical requirement for game development today demands more advanced optical-disc technologies,\" said Michael Heilmann, chief technology officer for Vivendi Universal. \"Blu-ray offers the capacity, performance and high-speed internet connectivity to take us into the future of gaming.\" EA, a leading games developer and publisher, added that the delivery of high-definition games of the future was vital and Blu-ray had the capacity, functionality and interactivity needed for the kinds of projects it was planning. Sony recently announced it would be using the technology in its next generation of PlayStations. Mr Doherty said gamers were \"ravenous\" for high-quality graphics and technology for the next generation of titles. \"Gamers, especially those working on PCs, are always focused on more capacity to deliver textures, deeper levels, for delivering higher-resolution playback.\"\\n\\nHe added: \"The focus for games moving forward on increased immersion.\\n\\n\"Gaming companies really like to focus on creating a world which involves creating complicated 3D models and textures and increasing the resolution, increasing the frame rate - all of these are part of getting a more immersive experience.\" Fitting these models on current DVD technologies means compressing the graphics so much that much of this quality is lost. As games move to more photo-real capability, the current technology is limiting. \"They are thrilled at the advanced capacity to start to build these immersive environments,\" said Mr Doherty. Currently, graphics-intensive PC games also require multiple discs for installation. High-definition DVDs will cut down on that need. Likewise, consoles rely on single discs, so DVDs that can hold six times more data mean much better, high-resolution games. Blu-ray has already won backing from major Hollywood studios, such as MGM Studios, Disney, and Buena Vista, as well as top technology firms like Dell, LG, Samsung and Phillips amongst others. While Toshiba\\'s HD-DVD technology has won backing from Paramount, Universal and Warner Bros. \"The real world benefits (of HD-DVD) are apparent and obvious,\" said Jim Cardwell, president of Warner Home Video. Mr Cardwell added that rapid time to market and dependability were significant factors in choosing to go with HD-DVD. Both formats are courting Microsoft to be the format of choice for the next generation Xbox, but discussions are still on-going. Next generation DVDs will also be able to store images and other data. CES is the largest consumer electronics show in the world, and runs from 6 to 9 January.\\n',\n", + " 'Labour pig poster \\'anti-Semitic\\'\\n\\nThe Labour Party has been accused of anti-Semitism over a poster depicting Michael Howard and Oliver Letwin - who are both Jewish - as flying pigs.\\n\\nProspective Tory candidate Andrew Mennear, whose Finchley constituency contains a large Jewish community, branded it \"tasteless\" and offensive. The poster shows the two men\\'s faces superimposed on winged pigs and says \"the day the Tory sums add up\". Labour said the poster was \"not anti-Jewish, but anti-Tory\".\\n\\nIt is one of four designs e-mailed to Labour members, who were asked to vote for their favourite. Mr Mennear, who was sent the e-mail by a friend, said he had been \"shocked\" by the image and had shown it to friends who were similarly horrified. He said there was nothing more distasteful for a Jewish person than to be associated with a pig. \"I am not suggesting there is any deliberate intent, but these sort of things can cause great offence. It clearly wasn\\'t thought through. \"It is possible the posters were designed for maximum impact, but this one clearly overstepped the mark and should be withdrawn.\"\\n\\nThe campaign was particularly insensitive as it had come out at the same time as Holocaust Day, a \"difficult\" time for many Jewish people, Mr Mennear added. A Labour spokesman denied the campaign was anti-Semitic. \"As we said at the time the James report (the Tory backed inquiry into possible public spending savings) was published pigs will fly before the Tory\\'s sums will add up. This poster is making a serious point,\" he said. A Conservative Party spokesman said: \"While the Conservatives are concentrating on the issues that matter to people, such as lower taxes and controlled immigration, it is clear to see that the Labour Party is not. People will not be fooled.\"\\n',\n", + " 'Costin aims for comeback in 2006\\n\\nJamie Costin should be paralysed.\\n\\nHe says so himself in a matter-of-fact way as he recalls the car accident which occurred nine days before he was scheduled to step out into the Olympic Stadium in Athens for the 50K Walk. There is an ironic chuckle as he talks of his immediate thoughts after a lorry, driving on the wrong side of the road, had ploughed into his rental car. \"I was in a lot of pain and I guessed that one of my toes was broken,\" says the Waterford man. \"But I was thinking maybe with a cortisone injection you never know. \"In my back, it felt as though all the muscles had been ripped off my pelvis but I was thinking maybe we could do something with laser therapy and ultra sound and hopefully I\\'d be able to race.\" It took over 10 hours before Jamie knew with certainty that he would not be competing in his second Olympics. \"My back had been broken in two places and with one of my vertebrae, the bottom part had exploded so I\\'m fierce lucky not be paralysed. \"I\\'d fractured my big toe as well which was on the brake.\" Jamie didn\\'t finally arrive at hospital in Athens until some nine and a half hours after the accident.\\n\\n\"For the first nine hours, I had no pain killers which was ridiculous in 35 degrees heat. \"But once I got the scans and saw them it was a case of moving on and thinking:\\'OK, I\\'ve got a different set of circumstances now\\'.\" Within three days he was arriving back in Ireland by air ambulance. Doctors in Athens had wanted to operate on Jamie\\'s back immediately but he insisted on delaying any surgery until he arrived back home - something he is now very relieved about. \"The Greek doctors were going to put three or four inch titanium rods either side of my spinal cord up through my vertebrae. \"That would have fused all my lower back and I would never have been able to race again. They were really putting a lot of pressure on me to agree to the surgery. \"But when I got to the Mater in Dublin they said it was possible for it to heal totally naturally which is giving me the chance to get back into competition which is very important to me. The people at the Mater have been absolutely fantastic.\" Jamie had to wear a body cast for three and a half months after the accident and spent most of that time flat on his back.\\n\\nHe then progressed to crutches for six weeks until he was finally able to walk unaided on 10 January. \"Walking without the crutches seemed like something finally really measurable in terms of my recovery.\" Physio sessions with Johnston McEvoy in Limerick have been a vital part of his recovery. \"Johnston uses an advanced type of acupuncture and it\\'s very effective. \"Needles get put right close up to my spine. A two and a half inch needle went in yesterday and I\\'m fairly incapacitated today as a result.\" Jamie has also travelled to receive treatment at the Polish training centre in Spala where he has trained with triple Olympic champion Robert Korzeniowski over the past five years. \"I was there for over a fortnight earlier this month and underwent a fair extreme treatment called cryotherapy. \"Basically, there\\'s a small room which is cooled by liquid nitrogen to minus 160 degrees centigrade and it promotes deep healing.\"\\n\\nJamie heads to Poland again on Sunday where he will be having daily cryotherapy in addition to twice-daily physio sessions and pool-work. All these sessions are small steps on the way to what Jamie hopes will be a return to racing in 2006. \"It\\'s all about trying to get mobility in my back. Lying down for three and a half months didn\\'t really help with the strength. \"There\\'s a lot of work involved in my recovery. I\\'m doing about six hours a day between physio and pool work. \"I\\'m also going to the gym to lift very light weights to try and build up my muscles. I\\'m fairly full on with everything I do. \"I\\'d hope to be training regularly by March. But training is just part of the process of getting back. \"At the moment, every time I go and do a big bit of movement, my whole pelvic area all down my lower back just tightens up. \"It\\'s a case of waiting and seeing how it reacts. Hopefully, after four or five months my back won\\'t tighten up as much.\"\\n',\n", + " 'Almagro continues Spanish surge\\n\\nUnseeded Nicolas Almagro became the fifth Spaniard to reach the last eight at the Buenos Aires Open, ousting eighth seed Mariano Zabaleta.\\n\\nHe showed admirable resolve to win a rain-affected match 6-7 6-4 6-4. Compatriot and seventh seed Rafael Nadal also reached the last eight, beating Italian Potito Starace 6-1 6-3. Nadal, playing in the outdoor clay event for the first time, hit some powerful forehands to oust Starace in a match delayed over an hour by rain. \"It\\'s always a problem to have to stop for rain but one gets used to it,\" said Spanish teenager Nadal. \"Luckily, I was able to keep my pace going throughout the match.\" He will now play Gaston Gaudio, who beat unseeded Brazilian Flavio Saretta 6-3 6-2 in the day\\'s late match.\\n',\n", + " 'Public show for Reynolds portrait\\n\\nSir Joshua Reynolds\\' Portrait of Omai will get a public airing following fears it would stay hidden because of an export wrangle.\\n\\nThe Tate Gallery unsuccessfully tried to buy the picture from its anonymous owner after a ban was issued preventing the painting from leaving the UK. The 18th Century painting has remained in storage but the owner has agreed to allow it to be part of an exhibition. The exhibition of Reynolds\\' work will be shown at Tate Britain from May. Joshua Reynolds: The Creation of Celebrity will feature prints, caricatures, and sculpture by the 18th Century artist, who painted some of the most famous personalities of his day. Portrait of Omai fetched the second highest amount for a British painting when it was sold at auction for £10.3m in 2001. It was bought by a London dealer who sold it on to a collector. The unnamed collector wanted to take it out of the country, but was barred from doing so by the government because of its historical significance.\\n\\nIn March 2004, the Tate managed to raise £12.5m funding to buy the portrait but the owner refused to sell and it has been held in storage since. The portrait is of a young man who was dubbed \"the noble savage\" when he arrived in London from Polynesia. He became a darling of London society and was invited to all the best parties by people who were fascinated by such an exotic character. Sir Joshua painted him after his arrival in 1774, and it became the artist\\'s most famous work after it was first exhibited at the Royal Academy in 1776.\\n',\n", + " 'Sport betting rules in spotlight\\n\\nA group of MPs and peers has called for a tightening of regulations controlling betting on sport.\\n\\nThe Parliamentary Group on Betting and Gaming held a substantial inquiry into betting last year. It followed fears that a massive increase in betting on sport, such as that done using the internet and mobile phones, has led to more cheating. The all-party group recommended 15 ways to protect punters and improve the integrity of sports betting. They include a proposal for raising the maximum jail sentence for gambling cheats above the current two years. Lord Condon, head of the International Cricket Council\\'s anti-corruption unit, who originally made the call for longer prison sentences, said the two-year penalty was \"derisory\". \"You could get a bigger sentence for failing to pay your hotel bill criminally than you could for corruption in major sports. \"Symbolically, a higher penalty, perhaps as the Bill passes through the two Houses, might be appropriate.\"\\n\\nThe report recommended the governing bodies of sports have a say in the type of bets offered to punters, and for bookmakers to set up \"audit trails\" - something the new betting exchanges already do - to allow suspicious betting patterns to be traced.\\n\\nLord Faulkner of Worcester, who chaired the inquiry, said: \"Whilst we accept that the greater part of sports betting is neither corrupt nor unfair to punters, the evidence convinces us that the growth of betting exchanges - because of the facility they provide to bet against a result - has increased the potential for corruption. \"It is important that the government works with sporting administrators to review the difficulties faced by governing bodies in convicting the guilty and penalising them appropriately.\" The panel\\'s aim was to try to define what constitutes cheating, assess how much might be going on and suggest what the government might do to put it right. As well as the growth of internet and mobile phone betting, there has been the creation of betting exchanges which allow punters to fix odds between themselves. Betting exchanges allow punters to back (to win) but also lay (to lose) a horse. This means they can control their odds at winning by placing their money both ways.\\n',\n", + " 'Greene sets sights on world title\\n\\nMaurice Greene aims to wipe out the pain of losing his Olympic 100m title in Athens by winning a fourth World Championship crown this summer.\\n\\nHe had to settle for bronze in Greece behind fellow American Justin Gatlin and Francis Obikwelu of Portugal. \"It really hurts to look at that medal. It was my mistake. I lost because of the things I did,\" said Greene, who races in Birmingham on Friday. \"It\\'s never going to happen again. My goal - I\\'m going to win the worlds.\" Greene crossed the line just 0.02 seconds behind Gatlin, who won in 9.87 seconds in one of the closest and fastest sprints of all time. But Greene believes he lost the race and his title in the semi-finals. \"In my semi-final race, I should have won the race but I was conserving energy. \"That\\'s when Francis Obikwelu came up and I took third because I didn\\'t know he was there. \"I believe that\\'s what put me in lane seven in the final and, while I was in lane seven, I couldn\\'t feel anything in the race.\\n\\n\"I just felt like I was running all alone. \"I believe if I was in the middle of the race I would have been able to react to people that came ahead of me.\" Greene was also denied Olympic gold in the 4x100m men\\'s relay when he could not catch Britain\\'s Mark Lewis-Francis on the final leg. The Kansas star is set to go head-to-head with Lewis-Francis again at Friday\\'s Norwich Union Grand Prix. The pair contest the 60m, the distance over which Greene currently holds the world record of 6.39 seconds. He then has another indoor meeting in France before resuming training for the outdoor season and the task of recapturing his world title in Helsinki in August. Greene believes Gatlin will again prove the biggest threat to his ambitions in Finland. But he also admits he faces more than one rival for the world crown. \"There\\'s always someone else coming. I think when I was coming up I would say there was me and Ato (Boldon) in the young crowd,\" Greene said. \"Now you\\'ve got about five or six young guys coming up at the same time.\"\\n',\n", + " 'Pakistani women \\'must not hide\\'\\n\\nHiding women away in the home hidden behind veils is a backward view of Islam, President Musharraf of Pakistan has said during a visit to Britain.\\n\\nHe was speaking to the BBC\\'s Newsnight programme a few hours before visiting the Pakistani community in Manchester. \"My wife is travelling around. She is very religious but she is very moderate,\" said General Musharraf. It comes after Pakistan\\'s High Commissioner to Britain said some Pakistanis should integrate more. Dr Maleeha Lodhi said people could not expect others to listen to their grievances if they isolated themselves.\\n\\nGen Musharraf told the BBC: \"Some people think that the women should be confined to their houses and put veils on and all that and they should not move out - absolutely wrong.\" The Pakistani president was also asked whether he thought the war on terror had made the world less safe. \"Yes, absolutely. And I would add that unfortunately we are not addressing the core problems, so therefore we can never address it in its totality,\" he said. \"We are fighting it in its immediate context but we are not fighting it in its strategic long-term context.\\n\\n\"It is the political disputes and we need to resolve them, and also the issue of illiteracy and poverty. This combined are breeding grounds of extremism and terrorism.\" On Monday the Pakistani president met Prime Minister Tony Blair at 10 Downing Street, on his first official visit to London. He is due to visit the Pakistani community in Manchester on Tuesday afternoon.\\n\\nThe Mirror newspaper said on Tuesday it had been handed a sensitive dossier outling the details of Gen Musharraf\\'s visit to Britain. The paper said the document had been found in a London street by a member of the public. It said the dossier contained details about his movements and also confidential police radio channels, call signs and codes. Speaking in London on Monday, Gen Musharraf said al-Qaeda was \"on the run\" in Pakistan.\\n\\nBut standing next to Mr Blair he added that it was crucial to tackle the \"core of what creates terrorists, what creates an extremist, militant environment which then leads on to terrorism\". \"That is the resolution of political disputes.\"\\n\\nMr Blair said the two leaders had talked about Afghanistan, the wider war on terror, the situation in the Middle East and the ongoing dispute over Kashmir. \"We agreed that in Afghanistan there is some cause for optimism about the progress that has been made there,\" said Mr Blair. \"In respect of Iraq, we agreed that whatever the issues of the past, the important thing now is to see the strategy through and ensure that Iraq is capable of becoming a stable and democratic state.\"\\n',\n", + " 'Kuznetsova \\'failed a drugs test\\'\\n\\nUS Open champion Svetlana Kuznetsova has tested positive for a banned drug, according to Belgian authorities.\\n\\nBelgian sports minister Claude Eerdekens said that the Russian world number five tested positive for the stimulant ephedrine on 19 December. Kuznetsova was playing in an exhibition event in Charleroi at the time. Eerdekens said: \"There is a problem. Ephedrine was discovered. She remains innocent until proved guilty. She can ask for it to be tested again.\" The situation remains unclear as the tournament was not commissioned by the World Anti-Doping Agency (Wada), the International Tennis Federation (ITF) or the Women\\'s Tennis Accosiation (WTA). The test was carried out by regional Belgian authorities and Kuznetsova has not yet been able to have a B sample tested.\\n\\nSpeaking at the Australian Open on Monday, before Eerdekens identified her, Kuznetsova said: \"I\\'m not worried. I\\'m not using anything to push myself. \"I have not been notified of any positive test, and I think it is unfair that it\\'s come out the way it did.\" Eerdekens said that confirmation of the findings was sent last Friday to the player\\'s address in Spain, as well as to the Belgian prosecutors\\' office and the Belgian and Russian tennis federations. He conceded Kuznetsova might have taken a medicine which contained the banned substance. \"We have simply stated a fact,\" he said. \"It is for the federation concerned to impose the disciplinary measures after a procedure that respects the defence.\\n\\n\"Either the ephedrine was taken to improve her performance or it is because she took some medicine legitimately to cure an infection.\" However, Kuznetsova\\'s naming was condemned by Russian tennis chief Shamil Tarpishchev. \"First of all, this Belgian sports minister has broken every ethical rule in the book by naming a player without any proof of wrongdoing, without any basic evidence,\" Tarpishchev said. \"We all know the basic principle in doping cases. If there is a positive sample, then they should notify the International Tennis Federation (ITF) as well as the national federation within three days,\" he said. \"This is not the case here. As of today we have not received any statement from the doping officials, nor did the ITF. \"Today I called the ITF headquarters and they told me they know nothing about it. \"If WADA (the World Anti-Doping Agency) was behind the testing, then we would also have known something by now. \"Otherwise, all these looks to me as pure fiction and fabrication of the facts.\"\\n',\n", + " 'LSE doubts boost bidders\\' shares\\n\\nShares in Deutsche Boerse have risen more than 3% after a shareholder fund voiced opposition to the firm\\'s planned takeover of the London Stock Exchange.\\n\\nTCI, which claims to represent owners of 5% of Deutsche Boerse\\'s (DB) shares, has complained that the £1.35bn ($2.5bn) offer for the LSE is too high. Opposition from TCI has fuelled speculation that the proposed takeover could fail. Rival exchange operator Euronext has also said it may bid for the LSE. Euronext operates the Paris, Amsterdam, Brussels and Lisbon bourses, while Deutsche Boerse runs the Frankfurt exchange.\\n\\nBBC News spoke to a number of analysts on Monday morning about shareholder worries over Deutsche Boerse\\'s bid for LSE. Although none were prepared to speak on the record, most thought it was unlikely that TCI\\'s opposition would halt the deal\\n\\n\"Obviously we\\'ll have to wait and see, but I don\\'t think it will make much difference. Deutsche Boerse appears very committed,\" said one London-based broker. He forecast the takeover bid would succeed and was more concerned to see improvements in the daily running of the LSE. In voicing its opposition to the planned takeover, TCI said it would prefer to see Deutsche Boerse return $500m (£350m) to shareholders. The Deutsche Boerse was prepared to pay for the LSE \"exceeds the potential benefits of this acquisition\", said TCI.\\n\\nAnother Deutsche Boerse shareholder on Monday also appeared to back TCI\\'s call. Another investor in Deutsche Boerse has supported the view that a payout to shareholders would be preferable to Deutsche Boerse overpaying for the LSE, Reuters news agency reported. \"We prefer a sensible entrepreneurial solution at a price that is not too high,\" said Rolf Dress, a spokesman for Union Investment. \"If that cannot be achieved, then we would wish for a distribution of liquid assets to shareholders.\" The Financial Times also reported a third Deutsche Boerse shareholder as opposed to the deal. It quoted a spokesman for US-based hedge fund Atticus Capital complaining that the planned takeover appeared to be motivated by \"empire-building\" rather than the best interests of shareholders.\\n\\nTCI has called for Deutsche Boerse to hold an emergency general meeting to discuss the bid for LSE. Yet under German business law, DB does not have to gain shareholder approval before making a significant acquisition. Deutsche Boerse said TCI\\'s opposition would not change its bid approach. \"Deutsche Boerse is convinced that its contemplated cash acquisition of the London Stock Exchange is in the best interests of its shareholders and the company,\" it said. DB\\'s shares were up 3.4% to 45.25 euros by 1030 GMT, the highest gainer in Frankfurt.\\n',\n", + " 'Umbro profits lifted by Euro 2004\\n\\nUK sportswear firm Umbro has posted a 222% rise in annual profit after sales of replica England football kits were boosted by the Euro 2004 tournament.\\n\\nPre-tax profit for 2004 was £15.4m ($29.4m). Umbro, which recently lost sponsorship deals with Chelsea and Celtic, said on Thursday it had signed a new four-year agreement with Scottish club Rangers. It hopes 2005 sales will benefit from the launch of a new England replica shirt ahead of the 2006 World Cup. In January, Umbro announced its sponsorship agreement with Chelsea, which gave Umbro the lucrative right to make replica shirts, would end in 2006, five years earlier than expected. The firm, which is to receive a payment from Chelsea of £24.5m, said it is \"appraising a number of additional investment opportunities as a result of this compensation\" . Chief executive Peter McGuigan said the firm plans to grow sales both in the UK and internationally.\\n\\nThe firm, reporting its first annual results since listing on the London Stock Exchange in June, said the UK market had seen sales growth of 8% last year. It said the launch of its Evolution X fashion range had boosted sales. Umbro supplies more than 150 teams across the world including the national sides of Ireland, Sweden and Norway. Shares in Umbro were up 1.76% at 115.5 pence in morning trade.\\n',\n", + " \"Nadal marches on in Mexico\\n\\nRafael Nadal continued his run of fine form to beat Guillermo Canas and reach the Mexican Open semis in Acapulco.\\n\\nEighth seed Nadal, who picked up his second ATP title when he beat Alberto Martin in last week's Brazil Open, saw off the Argentine third seed 7-5 6-3. He now meets Argentine wild card Mariano Puerta, who followed up his win over top seed Carlos Moya by overcoming Spain's Felix Mantilla, 6-4 3-6 7-6. Czech fifth seed Czech Jiri Novak was eliminated 7-5 6-1 by Agustin Calleri. The unseeded Argentine, who won the tournament two years ago, now plays Spain's Albert Montanes. Montanes advanced to his first semi-final of the year with a 4-6 6-3 6-4 triumph over sixth-seeded Italian Filippo Volandri. Argentina's Agustin Calleri beat fourth seed Jiri Novak 7-5 6-1 in a battle of former champions at the Mexican Open. Calleri won his only ATP title in Acapulco two years ago while Novak won the singles and doubles titles in 1998. Calleri will face Albert Montanes in the semi-finals after the Spaniard ousted sixth seed Filippo Volandri of Italy 4-6 6-3 6-4. Argentine wild card Mariano Puerta continued his improbable run, outlasting Felix Mantilla 6-4 3-6 7-6.\\n\",\n", + " 'DS aims to touch gamers\\n\\nThe mobile gaming industry is set to explode in 2005 with a number of high-profile devices offering a range of gaming and other features such as movie and music playback. Market leader Nintendo, however, is releasing a handheld console that it says will revolutionise the way games are played.\\n\\nThe first striking thing about the DS is how retro it looks. Far from looking like a mould-breaking handheld, it looks more like Nintendo dug out a mould from a 1980s handheld prototype. The lightweight clam shell device opens up to reveal two screens, and when switched on it instantly reveals its pedigree. Both screens are crisp and clear while the bottom of the two is touch sensitive. Nintendo has given developers free rein to utilise the dual screens and ability to control the action by simply touching the screen.\\n\\nThe Japanese gaming giant hopes the DS will maintain the firm\\'s pre-eminence in an increasingly-competitive mobile gaming market.\\n\\nNintendo first launched its GameBoy console in 1989 and has dominated the market ever since. But its lead can no longer be taken for granted. Sony will enter the market later this year with its PlayStation Portable, while start-up companies Gizmondo and Tapwave Zodiac are also offering hybrid devices. \"We believe the DS will appeal to all ages, both genders and gamers of any skill,\" said David Yarnton, Nintendo Europe\\'s general manager said at the recent press launch for the handheld. With its two screens, wireless connectivity and backwards compatibility with the GameBoy Advance, the DS certainly has a number of unique selling points. It went on sale in the US in mid-November priced $150 and Nintendo says sales have exceeded expectations, without giving detailed figures. Japan and Europe will have to wait until the first quarter of 2005 to get the device. With more than two million pre-orders for the device in Japan, Nintendo is confident it will keep its number one spot. But will the device prove to be as revolutionary as claimed? The game ships with a demo of Metroid Hunters - a 3D action title which can be played alone or with a group of friends using the machine\\'s wireless capabilities. It certainly looks impressive on the small machine and plays smoothly even with a group of people.\\n\\nThe game can be controlled by using the supplied stylus to aim. The top screen is used to navigate the action while the bottom screen offers a top-down map and the ability to switch weapons. It is certainly a unique control method and while it makes aiming more controlled it can be a little disorientating. Super Mario 64 DS is a faithful re-creation of the Nintendo 64 classic with a host of new mini-games and new levels. The game looks stunning on the portable machine and the sound too is impressive for such a small machine. One thing is for certain. Hardened gamers will have to learn to adapt to a new way of playing while it could prove to be an accessible way in to gaming for novices, Ultimately the success or failure of the device lies in the hands of developers. If they manage to create titles which use the Nintendo DS\\'s key features then a whole new market of gamers could open up. The fear is that the touch screen and voice recognition are treated as little more than gimmicks.\\n',\n", + " 'Elvis set to top UK singles chart\\n\\nRock \\'n\\' roll legend Elvis is set to top the UK singles chart on Sunday, 27 years after his death.\\n\\nThe re-release of hit song Jailhouse Rock was out-selling X Factor winner Steve Brockstein\\'s cover of Against All Odds by 2,000 copies on Tuesday. If the record does make the top spot, it will be Elvis\\' 19th UK number one. The last time he topped the charts was with the remix of the little-known song A Little Less Conversation, which was number one in June 2002. If Jailhouse Rock does reach number one on Sunday, it will be the 999th in the history of the UK pop charts. The song first topped the charts in 1958. Chart analysts say Elvis could score the 1000th number one as well. His record One Night will be released the following week, followed the week after by A Fool Such As I, as part of his record company SonyBMG\\'s new Elvis campaign. It has called it \"the most ambitious singles release campaign in the history of the UK record industry\".\\n',\n", + " 'Howard dismisses Tory tax fears\\n\\nMichael Howard has dismissed fears from some Conservatives that his plans for £4bn tax cuts are too modest.\\n\\nHe defended the package, saying it was a plan for the Tories\\' first Budget and he hoped to be able to go further. The Tories on Monday highlighted £35bn in \"wasteful\" spending they would stop to allow tax cuts, reduced borrowing and more spending on key services. Labour and the Liberal Democrats say the party\\'s sums do not add up and claim it would cut frontline services. The Tory tax plan follows complaints from some of the party\\'s MPs that Mr Howard and shadow chancellor Oliver Letwin have taken too long to unveil the proposals. Now they have promised a figure but have yet to reveal which taxes would be targeted.\\n\\nTory backbencher Edward Leigh said the proposals were a step in the right direction but he told the Financial Times: \"I would come up sooner with much greater tax cuts.\" Interviewed on BBC Radio 2\\'s Jeremy Vine show, Mr Howard said: \"It is perfectly true that I am being attacked on one side by people who think we ought to be promising much, much bigger tax cuts and spending cuts.\\n\\n\"On the other side, there are people who say we won\\'t be able to achieve these tax cuts. \"I think we have got it about right.\" Mr Howard said voters faced a clear choice at the next election between more waste and more tax under Labour and Tory value for money and lower taxes. He added: \"I would like to be able to do more, and over time I am sure we will be able to do more, but at the start, we have got to recognise there is a limit to what we can do in one go, in our first Budget. \"I have got to be responsible about this.\"\\n\\nThe latest Tory plans came as campaigning for the election - widely expected in May - gathered pace. The Liberal Democrats launched their pre-election platform, with leader Charles Kennedy saying his party was the \"authentic opposition\", particularly on the Iraq war, council tax and university tuition fees. Lib Dem Treasury spokesman Vince Cable also branded the Tory plans as \"fantasy economics\". Labour hit back at the Tory proposals even before their publication with election coordinator Alan Milburn accusing Mr Howard of producing a \"fraudulent prospectus\". The party on Tuesday challenged the Tories to publish the full report from David James, the trouble-shooter they asked to identify possible savings. But the Tories are in turn demanding that Tony Blair spell out which taxes he would raise if he wins the election.\\n',\n", + " 'US budget deficit to reach $368bn\\n\\nThe US budget deficit is set to hit a worse-than-expected $368bn (£197bn) this year, officials said on Tuesday.\\n\\nThe cost of military operations still needs to be factored in, with analysts saying the deficit could end up a further $100bn in the red. Past Congressional Budget Office (CBO) forecasts said there would be a $348bn shortfall in the 2005 fiscal year. In recent months, the dollar has weakened amid market jitters about the size of the budget and trade deficits. In November, the gap between US exports and imports widened to more than $60bn, a record figure. The CBO says it envisages a further \"orderly\" decline in the greenback over the next two years as the twin deficit drives dollar investors away. But the non-partisan fiscal watchdog notes the declines will help exporters and boost US economic growth.\\n\\nThe budget deficit hit a record $412bn in the 12 months to 30 September 2004, after reaching $377bn in the previous fiscal year. The CBO also forecast a total shortfall of $855bn for the years from 2006 to 2015, an improvement on previous projections. However, analysts say the new figures fail to take into account the potential $2-$3.8 trillion costs of the president\\'s plan to revamp state pensions and extend tax cuts. The figure could also be worsened by any further military costs. Republicans have blamed the size of the deficit on slow economic conditions after the 11 September attacks and ongoing military operations in Iraq and Afghanistan. One of President George W Bush\\'s election pledges was to halve the budget deficit within five years. But Democrats have accused the president of excluding Iraq-related costs from previous budgets to meet the aim of reducing the deficit, a charge which the administration denies. On Tuesday, the US administration asked Congress for additional funds for military operations.\\n',\n", + " 'MPs issued with Blackberry threat\\n\\nMPs will be thrown out of the Commons if they use Blackberries in the chamber Speaker Michael Martin has ruled.\\n\\nThe £200 handheld computers can be used as a phone, pager or to send e-mails. The devices gained new prominence this week after Alastair Campbell used his to accidentally send an expletive-laden message to a Newsnight journalist. Mr Martin revealed some MPs had been using their Blackberries during debates and he also cautioned members against using hidden earpieces.\\n\\nThe use of electronic devices in the Commons chamber has long been frowned on. The sound of a mobile phone or a pager can result in a strong rebuke from either the Speaker or his deputies. The Speaker chairs debates in the Commons and is charged with ensuring order in the chamber and enforcing rules and conventions of the House. He or she is always an MP chosen by colleagues who, once nominated, gives up all party political allegiances.\\n',\n", + " 'Apple iPod family expands market\\n\\nApple has expanded its iPod family with the release of its next generation of the digital music players.\\n\\nIts latest challenges to the growing digital music gadget market include an iPod mini model which can hold 6GB compared to a previous 4GB. The company, which hopes to keep its dominant place in the digital music market, also said the gold coloured version of the mini would be dropped. A 30GB version has also been added to the iPod Photo family. The latest models have a longer battery life and their prices have been cut by an average of £40. The original iPod took an early lead in the digital music player market thanks to its large storage capacity and simple design.\\n\\nDuring 2004 about 25 million portable players were sold, 10 million of which were Apple iPods. But analysts agree that the success is also down to its integration with the iTunes online store, which has given the company a 70% share of the legal download music market. Mike McGuire, a research director at analyst Gartner, told the BBC News website that Apple had done a good job in \"sealing off the market from competition\" so far. \"They have created a very seamless package which I think is the idea of the product - the design, function and the software are very impressive,\" he said. He added that the threat from others was always present, however. \"Creative, other Microsoft-partnered devices, Real, Sony and so on, are ratcheting up the marketing message and advertising,\" he said. Creative was very upbeat about how many of its Creative Zen players it had shipped by the end of last year, he said. Its second-generation models, like the Creative Zen Micro Photo, is due out in the summer. It will have 5GB of memory on board.\\n\\nDigital music players are now the gadget of choice among young Americans, according to recent research by the Pew Internet and American Life Project. One in 10 US adults - 22 million people - now owns a digital music player of some sort. Sales of legally downloaded songs also rose more than tenfold in 2004, according to the record industry, with 200 million tracks bought online in the US and Europe in 12 months. The IFPI industry body said that the popularity of portable music players was behind the growth. Analysts say that the ease of use and growth of music services available on the net will continue to drive the trend towards portable music players.\\n\\nPeople are also starting to use them in novel ways. Some are combining automatic syncing functions many of them have with other net functions to automatically distribute DIY radio shows, called podcasts. But 2005 will also see more competition from mobile phone operators who are keen to offer streaming services on much more powerful and sophisticated handsets. According to Mr McGuire, research suggests that people like the idea of building up huge libraries of music, which they can do with high-capacity storage devices, like iPods and Creative Zens. Mobiles do not yet have this capacity though, and there are issues about the ease of portability of mobile music. Mr McGuire said Apple was ensuring it kept a foot in the mobile music door with its recent deal with Motorola to produce a version of iTunes for Motorola phones.\\n',\n", + " 'News Corp eyes video games market\\n\\nNews Corp, the media company controlled by Australian billionaire Rupert Murdoch, is eyeing a move into the video games market.\\n\\nAccording to the Financial Times, chief operating officer Peter Chernin said that News Corp is \"kicking the tires of pretty much all video games companies\". Santa Monica-based Activison is said to be one firm on its takeover list. Video games are \"big business\", the paper quoted Mr Chernin as saying. We \"would like to get into it\".\\n\\nThe success of products such as Sony\\'s Playstation, Microsoft\\'s X-Box and Nintendo\\'s Game Cube have boosted demand for video games.\\n\\nThe days of arcade classics such as Space Invaders, Pac-Man and Donkey Kong are long gone. Today, games often have budgets big enough for feature films and look to give gamers as real an experience as possible. And with their price tags reflecting the heavy investment by development companies, video games are proving almost as profitable as they are fun. Mr Chernin, however, told the FT that News Corp was finding it difficult to identify a suitable target. \"We are struggling with the gap between companies like Electronic Arts, which comes with a high price tag, and the next tier of companies,\" he explained during a conference in Phoenix, Arizona. \"These may be too focused on one or two product lines.\"\\n',\n", + " 'Prodigy join V Festival line-up\\n\\nEssex act Prodigy are to headline the second stage at this year\\'s V Festival, joining main stage headliners Scissor Sisters and Franz Ferdinand.\\n\\nThe event, which is in its 10th year, will be held at two venues - Hylands Park in Essex and Weston Park in Staffordshire on 20 and 21 August. Meanwhile, rock veterans New Order have joined the T in the Park line-up alongside Athlete and Green Day. The Manchester band will play on 9 July at Scotland\\'s biggest festival. It will be their debut performance at the music event which is held over the weekend of 9 and 10 July in Balado near Kinross. Other bands at the sold-out festival include Queens of the Stone Age, The Killers, Keane, The Streets and Foo Fighters.\\n\\nA month later at the V Festival, Prodigy will play at Weston Park on Saturday 20 August and Hylands Park on Sunday 21 August and the Chemical Brothers vice versa. It will be the Chemical Brothers\\' only UK festival performance of the year. V festival director Bob Angus said: \"With the Prodigy and the Chemical Brothers now confirmed to headline the second stage, we are headed for a really stellar line-up. \"We pride ourselves on putting on an unbeatable live music experience and V Festival 2005 will not disappoint.\" Tickets for the V festival go on sale on Friday 11 March.\\n',\n", + " 'Saab to build Cadillacs in Sweden\\n\\nGeneral Motors, the world\\'s largest car maker, has confirmed that it will build a new medium-sized Cadillac BLS at its loss-making Saab factory in Sweden.\\n\\nThe car, unveiled at the Geneva motor show, is intended to compete in the medium-sized luxury car market. It will not be sold in the US, said GM Europe president Carl-Peter Forster. As part of its efforts to make the US marque appeal to European drivers, the car will be the first Cadillac with a diesel engine.\\n\\nGM\\'s announcement should go some way to allay fears of the Saab factory\\'s closure. The factory in Trollhaettan has been at the centre of rumours about GM\\'s planned severe cutbacks in its troubled European operations. But the group\\'s new commitment to the Swedish factory may not be welcomed by the group\\'s Opel workers in Ruesselsheim, Germany. They may now have to face a larger proportion of GM\\'s cuts.\\n\\nNeither will the announcement be seen as unalloyed good news in Sweden, since it reflects Saab\\'s failure to make significant inroads into the lucrative European luxury car market. For years, Saab has consistently said it is competing head-on with BMW, Mercedes and Jaguar. The segment\\'s leaders do not agree.\\n\\nGM\\'s plans to build the American marque in Sweden is part of its efforts to push it as an alternative luxury brand for European drivers. In the US, it has long been established as an upmarket brand - even the presidential limousine carries the badge. Yet it could prove tough for Cadillac to steal market share from the majors in Europe. Other luxury car makers, most notably the Toyota subsidiary Lexus, have enjoyed tremendous success in the US without managing to make significant inroads in Europe. There, German marques Mercedes Benz and BMW have retained their stranglehold on the luxury market.\\n\\nBringing Cadillac production to Sweden should help introduce desperately-needed scale to the Saab factory, which currently produces fewer than 130,000 cars per year. That is about half of what major car makers consider sufficient numbers for profitable operations, and Saab is losing money fast - albeit with losses halved in 2004 to $200m (£104m; 151m euros) from $500m the previous year. Beyond the 12,000 job cuts announced last year at its European operations, GM is reducing expenditure by building Saabs, Opels - badged as Vauxhalls in the UK - and now Cadillacs on the same framework, and by allowing the different brands to share parts. Another way to further reduce Saab\\'s losses could be to shift some of the production of Saabs to the US, a market where drivers have adopted it as an upmarket European car. Doing so would remove the exposure to the weak US dollar, which is making Saabs more expensive to US consumers. But not everyone in the industry agree that it would be the best way forward. \"We know that in five years the US dollar will be stronger than it is today,\" the chief executive of a leading European car maker told BBC News. The current trend towards US production was \"stupid\", he said.\\n\\nIn a separate announcement, GM unveiled a new scheme to allow European consumers the chance to test drive its Opel and Vauxhall models. It is to deploy a fleet of 35,000 test cars across 40 countries, inviting potential buyers to try out a vehicle for 24-hours. It follows a similar initiative by GM in the US. GM said it wanted to change \"customers\\' perceptions\" about Opel and Vauxhall cars, showing them that the quality had improved in recent years.\\n',\n", + " 'Germany nears 1990 jobless level\\n\\nGerman unemployment rose for the 11th consecutive month in December - making the year\\'s average jobless total the highest since reunification.\\n\\nThe seasonally adjusted jobless total rose a higher than expected 17,000 to 4.483 million, the Bundesbank said. Allowing for changes in calculating statistics, the average number of people out of work was the highest since 1990 - or a rate of 10.8%. Bad weather and a sluggish economy were blamed for the rise. The increase \"was due primarily to the onstart of winter\", labour office chief Frank-Juergen Weise said.\\n\\nUnadjusted, the figures showed unemployment rose 206,900 to 4.64 million - with many sectors such as construction laying off workers amid bad weather. \"The three years of stagnation in the German economy came to an end in 2004. But the upturn is still not strong enough\" to boost the labour market, Mr Weise added. News of the rise came as government welfare reforms came into force, a move that is expected to see unemployment swell still further in coming months. Under the Hartz IV changes, the previous two tier system of benefits and support for the long term unemployed has been replaced with one flat-rate payout. In turn, that means more people will be classified as looking for work, driving official figures higher.\\n\\n\"Be prepared for a nasty figure for January 2005, about five million unemployed on a non-seasonally adjusted basis,\" warned HVB Group economist Andreas Rees. But he did add that the numbers should \"subside\" throughout the year, to remain near 2004\\'s level of 4.4 million jobless. \"I don\\'t expect a strong and lasting turnaround until 2006,\" German Economy minister Wolfgang Clement said. By 2010, however, the Hartz IV reforms should help cut the average jobless rate to between 3% and 5%, he added. Europe\\'s biggest economy has been too weak to create work as it struggles to shake off three years of economic stagnation. In recent months companies such as Adam Opel - the German arm of US carmaker General Motors - and retailer KarstadtQuelle have slashed jobs.\\n',\n", + " \"Parmalat bank barred from suing\\n\\nBank of America has been banned from suing Parmalat, the food group which went bust in 2003 after an accounting scandal.\\n\\nThe bank - along with investors, auditors and the group's managers - wants damages for being a victim of fraud at the hands of the Italian firm. But a judge has barred Bank of America and two auditors from the case. The bank, and Italaudit - formerly the Italian arm of auditor Grant Thornton - face lawsuits and possible prosecution. A second auditor, Deloitte & Touche, has also been banned from the case. Grant Thornton - now rid of the Italian unit at the centre of the case - is still being permitted to sue, as are Consob, Italy's stock market regulator, hundreds of small investors and Parmalat's new managers. Parmalat collapsed in December 2003 after it emerged that the 4bn euros ($5.2bn; £2.8bn) it supposedly held in a Bank of American offshore account did not in fact exist.\\n\",\n", + " 'Worldcom director ends evidence\\n\\nThe former chief financial officer at US telecoms firm WorldCom has finished giving evidence at the trial of his ex-boss Bernie Ebbers.\\n\\nScott Sullivan admitted to jurors he was willing to commit fraud to meet Wall Street earnings projections. Mr Ebbers is on trial for fraud and conspiracy in relation to WorldCom\\'s collapse in 2002. He pleads not guilty. Mr Sullivan has spent two days being cross-examined by lawyers for former Worldcom chief executive Mr Ebbers.\\n\\nAttorney Reid Weingarten has attempted to portray Mr Sullivan as a liar and on Thursday quizzed him about his decision to commit fraud to meet analysts\\' profit estimates. \"At that point in time,\" Mr Sullivan said, referring to the first false entries in late 2000, \"I knew it was wrong and I knew it was against the law, but I thought we would get through it in the short term.\" Mr Sullivan, 42, has already pleaded guilty to fraud and will be sentenced following Mr Ebbers\\' trial, where he is appearing as a prosecution witness. Mr Ebbers, 63, has always insisted that he was unaware of any hidden shortfalls in WorldCom\\'s finances. The former finance officer said Mr Ebbers knew about the improper accounting entries that were made between 2000 and 2002 to conceal soaring expenses and inflate revenue.\\n\\nMr Ebbers could face a sentence of 85 years if convicted of all the charges he is facing. WorldCom\\'s problems appear to have begun with the collapse of the dotcom boom which cut its business from internet companies. Prosecutors allege that the company\\'s top executives responded by orchestrating massive fraud over a two-year period. WorldCom emerged from bankruptcy protection in 2004, and is now known as MCI. On Monday, MCI agreed to a buyout by Verizon Communications in a deal valued at $6.75bn.\\n',\n", + " 'Roddick into San Jose final\\n\\nAndy Roddick will play Cyril Saulnier in the final of the SAP Open in San Jose on Sunday.\\n\\nThe American top seed and defending champion overcame Germany\\'s Tommy Haas, the third seed, 7-6 (7-3) 6-3. And Saulnier survived an injury scare in his semi-final with seventh-seeded Austrian Jurgen Melzer. The Frenchman twisted his ankle early in the second set but overcame Melzer, who was left fuming over a series of line calls, 6-7 (3-7) 6-3 6-3. \"I was feeling horrible earlier in the week,\" Roddick said. \"I thought tonight was another step in the right direction. \"On my returns, I was standing in more and I\\'m getting a little more depth, even if I don\\'t hit a perfect return.\"\\n\\nRoddick won the last four points of the first-set tie-break before being broken at the start of the second set. But he broke straight back and then broke Haas again to lead 4-2. \"It\\'s extremely frustrating when you have chances against a top-five player and don\\'t do anything with them,\" admitted Haas. \"I rushed a few backhands and he took advantage.\" Saulnier will move into the world\\'s top 50 for the first time after his passage through to the final. \"It\\'s taken a lot of work and a lot of fighting in my mind,\" he revealed. \"Sometimes I didn\\'t believe I could get to a final and now I am here. I\\'ve stayed mentally strong. \"I\\'m on the way. I\\'ll keep fighting and work a lot and I\\'ll be up there.\"\\n',\n", + " 'Robinson answers critics\\n\\nEngland captain Jason Robinson has rubbished suggestions that the world champions are a team in decline.\\n\\nEngland were beaten 11-9 by Wales in their Six Nations opener in Cardiff last week and face current champions France at Twickenham on Sunday. Robinson said: \"We are certainly not on the decline. You lose one game and it doesn\\'t make you a bad team. \"I have no doubt in the players we\\'ve got. We have still got the team to go out and beat anyone on our day.\" England find themselves striving to avoid a third successive championship defeat for the first time since 1987. But full-back Robinson believes the new-look England team can stop the rot against France.\\n\\n\"Last weekend we should have won the game,\" he said. \"But if we can under-perform and lose by only two points then I am sure if we play well this week we will get the win we need. \"We proved that in the autumn - when we put in some excellent performances - and we just need to build on that.\\n\\n\"It was a disappointing start against Wales and we might be down on that. \"But we are certainly not out. We will come out fighting this week.\" Robinson also had words of comfort for 18-year-old Newcastle centre Mathew Tait, who made his international debut against Wales but has been demoted from the squad to face France.\\n\\n\"I have had a word with Mathew,\" said Robinson. \"I still believe in him. He is an outstanding player but we have gone for Olly (Barkley) because of the kicking. \"Mathew has just got to take it on the chin, keep working hard like he is doing and I\\'m sure he will feature in some of the games.\"\\n',\n", + " 'Spain coach faces racism inquiry\\n\\nSpain\\'s Football Federation has initiated disciplinary action against national coach Luis Aragones over racist comments about Thierry Henry.\\n\\nIf found guilty Aragones could lose his job or face a fine of about £22,000. The federation had initially declined to take action against Aragones after comments he made during a national team training session in October. But its president Angel Maria Villar changed his mind after a request by Spain\\'s anti-violence commission. Aragones insisted the comments, made to Henry\\'s Arsenal club-mate Jose Antonio Reyes, were meant to motivate the player, and were not intended to be offensive.\\n\\n\"I never intended to offend anyone, and for that reason I have a very easy conscience,\" he said at the time. \"I\\'m obliged to motivate my players to get the best results. \"As part of that job, I use colloquial language, with which we can all understand each other within the framework of the football world. \" England\\'s players made a point of wearing anti-racism t-shirts when training before their friendly against Spain in Madrid last month.\\n\\nBut the storm increased following racist chanting by Spanish fans at England\\'s black players during the game, which Spain won 1-0. Spain\\'s minister of sport Jaime Lissavetzky was quick to give his backing to the Federation\\'s decision. \"Everyone who has a public function has to consider their declarations, and make sure they do not give a negative image,\" he said. \"We are going to have zero tolerance in questions of racism.\"\\n',\n", + " 'Leaders meet over Turkish EU bid\\n\\nTony Blair has met Italian Prime Minister Silvio Berlusconi and German Chancellor Gerhard Schroeder to talk about Turkey entering the EU.\\n\\nThe Downing Street talks covered a range of other topics ahead of an EU summit in Brussels later in the week. Mr Blair is an enthusiastic proponent of talks to bring Turkey within the recently-expanded EU. Italy and Germany also favour an early start to talks, but there is scepticism in France and elsewhere. Some are worried that Turkey\\'s large and rapidly growing population and low average income might make integration into the EU difficult.\\n\\nSome are concerned that a change of government could lead to Turkey reneging on key human rights reforms it has recently enacted. And many in France would prefer Turkey to admit that World War I-era killing of Armenians constituted genocide. There are also issues in France and the Netherlands over the possible problems of integrating the first major Muslim nation into the EU. But Mr Blair and the Labour government have been the staunchest backers of Turkish accession, provided it sticks with human rights and economic reform. Mr Blair\\'s official spokesman said: \"The prime minister has regular meetings with both of them and particularly in advance of European Councils. \"The key issue at this week\\'s council will be that of Turkey, but they will also discuss a range of other matters.\"\\n',\n", + " 'Hyundai to build new India plant\\n\\nSouth Korea\\'s Hyundai Motor has announced that it plans to build a second plant in India to meet the country\\'s growing demand for cars.\\n\\nThe company didn\\'t give details of its investment but it said the new plant would produce 150,000 cars a year. This will boost the annual production capacity of the company - India\\'s second-largest car manufacturer - to 400,000 units. Hyundai expects its sales in India to grow 16% to 250,000 in 2005. By 2010, it expects to nearly double sales to 400,000 cars. The new plant will be built close to the existing one in Chennai, in the southern province of Tamil Nadu.\\n\\nSouth Korea\\'s top car maker estimates that the Indian market will grow 15% this year, to 920,000 vehicles, reaching 1.6 million vehicles by 2010. Demand in India has been driven by the poor state of public transport and the very low level of car ownership, analysts said. Figures show that currently only eight people per thousand are car owners. \"We desperately need to expand our production in order to meet growing demand in the Indian auto market, which is growing over 12 percent every year, and to top our competitors,\" chairman Chung Mong-koo said in the statement. He said the company plans to use India as a base for exports to Europe, Latin America and the Middle East. The company - which controls half of the South Korean\\'s market - aims to become a global top five auto maker by 2010.\\n',\n", + " \"Brits return Keane to number one\\n\\nBrits success has helped return Keane's award-winning album Hopes and Fears back to the top of the UK album chart.\\n\\nThe debut album, which took the best British album title at the Brits on Tuesday, moved up seven places from number eight to number one. Also capitalising on Brits success were the Scissor Sisters whose eponymous album moved three places to number two. U2's latest single Sometimes You Can't Make It On Your Own took the top spot in the singles chart, ahead of Elvis. The track, from their current album How To Dismantle An Atomic Bomb, pushed Eminem's Like Toy Soldiers from number one to number three.\\n\\nElvis' Wooden Heart, which entered the chart at number two, is the sixth in a series of 18 reissues to mark the 70th anniversary of Presley's birth. There are currently six re-released Elvis' tracks occupying spots in the top 40 singles chart including Are You Lonesome Tonight at number 20, It's Now or Never at number 27 and Jailhouse Rock at number 37. Soldier, by Destiny's Child, Ti and Lil Wayne, debuted at number four, while Almost Here, the duet from former Westlife star Brian McFadden and Delta Goodrem, fell from number three to number five. There was more follow up to Brits success for Franz Ferdinand won best rock act and best British group last week. Their self-titled album moved from 13 to number four. Last week's number one album Tourist, by Athlete, fell to number three.\\n\",\n", + " 'Munster Cup tie switched to Spain\\n\\nMunster\\'s Heineken Cup quarter-final tie against Biarritz on 3 April has been switched to Real Sociedad\\'s Paseo de Anoeta stadium in San Sebastian.\\n\\nReal\\'s ground holds 32,000 whereas the Parc des Sports Aguilera in Biarritz has a capacity of just 12,667. The Irish province will be given at least 8,000 tickets. \"The decision to move was a difficult one, but as we considered the fans as one of our primary objectives,\" said Biarritz chairman Marcel Martin. \"We hope we will be rewarded as a huge crowd behaving in the best rugby tradition.\" The match will be the first Heineken Cup fixture to be played in Spain, and is expected to attract the biggest-ever attendance for a rugby match in the country. Ulster were the last Irish team to play at the Paseo de Anoeta stadium where they faced a Euskarians side during a pre-season tour in 1998.\\n',\n", + " \"Talks held on Gibraltar's future\\n\\nTwo days of talks on the future of Gibraltar begin at Jack Straw's country residence later on Wednesday.\\n\\nOfficials at the two-day summit at the foreign secretary's official Kent house, Chevening, will plan a new forum on the Rock's future. In October, Mr Straw and his Spanish counterpart Miguel Moratinos agreed to establish a body that would give Gibraltarians a voice in their future. Most Gibraltarians said in a referendum they wanted to remain British.\\n\\nGibraltar's Chief Minister Peter Caruana will represent the British citizens living on the Rock, while Britain's Europe Director Dominick Chilcott will represent the UK. Madrid is being represented by Spain's director general for Europe, Jose Maria Pons. The initiative follows Spain's socialist government's decision to put its long-standing sovereignty ambitions on hold. Gibraltarians rejected plans for the Rock's sovereignty to be shared between Britain and Spain in a referendum organised by Gibraltar government.\\n\",\n", + " 'Brown ally rejects Budget spree\\n\\nChancellor Gordon Brown\\'s closest ally has denied suggestions there will be a Budget giveaway on 16 March.\\n\\nEd Balls, ex-chief economic adviser to the Treasury, said there would be no spending spree before polling day. But Mr Balls, a prospective Labour MP, said he was confident the chancellor would meet his fiscal rules. He was speaking as Sir Digby Jones, CBI director general, warned Mr Brown not to be tempted to use any extra cash on pre-election bribes.\\n\\nMr Balls, who stepped down from his Treasury post to stand as a Labour candidate in the election, had suggested that Mr Brown would meet his golden economic rule - \"with a margin to spare\". He said he hoped more would be done to build on current tax credit rules.\\n\\nHe also stressed rise in interest rates ahead of an expected May election would not affect the Labour Party\\'s chances of winning. Expectations of a rate rise have gathered pace after figures showed house prices are still rising. Consumer borrowing rose at a near-record pace in January. \"If the MPC (the Bank of England\\'s Monetary Policy Committee) were to judge that a rate rise was justified before the election because of the strength of the economy - and I\\'m not predicting that they will - I do not believe that this will be a big election issue in Britain for Labour,\" he told a Parliamentary lunch. \"This is a big change in our political culture.\"\\n\\nDuring an interview with BBC Radio 4\\'s Today programme, Mr Balls said he was sure Mr Brown\\'s Budget would not put at risk the stability of the economy. \"I don\\'t think we\\'ll see a pre-election spending spree - we certainly did not see that before 2001,\" he said.\\n\\nHis assurances came after Sir Digby Jones said stability was all important and any extra cash should be spent on improving workers\\' skills. His message to the chancellor was: \"Please don\\'t give it away in any form of electioneering.\" Sir Digby added: \"I don\\'t think he will. I have to say he has been a prudent chancellor right the way through. Stability is the key word - British business needs boring stability more than anything. \"We would say to him \\'don\\'t increase your public spending, don\\'t give it away. But if you are going to anywhere, just add something to the competitiveness of Britain, put it into skilling our people\\'. \"That would be a good way to spend any excess.\"\\n\\nMr Balls refused to say whether Mr Brown would remain as chancellor after the election, amid speculation he will be offered the job of Foreign Secretary. \"I think that Gordon Brown wants to be part of the successful Labour government which delivers in the third term for the priorities of the people and sees off a Conservative Party that will take Britain backwards,\" Mr Balls told Today. Prime Minister Tony Blair has yet to name the date of the election, but most pundits are betting on 5 May.\\n',\n", + " 'Viewers to be able to shape TV\\n\\nImagine editing Titanic down to watch just your favourite bits or cutting out the slushier moments of Star Wars to leave you with a bare bones action-fest.\\n\\nManipulating your favourite films to make a more personalised movie is just the beginning of an ambitious new 7.5m euro (£5.1m) project funded by the European Union. New Media for a New Millennium (NM2) will have as its endgame the development of a completely new media genre, which will allow audiences to create their own media worlds based on their specific interests or tastes. Viewers will be able to participate in storylines, manipulate plots and even the sets and props of TV shows. BT is one of 13 partners involved in the project. It will be contributing software that was originally designed to spot anomalies in CCTV pictures. The software uses content recognition algorithms. The three-year project will work on seven productions as it develops a set of software tools that will allow viewers to edit content to their needs.\\n\\nOne of the productions will be a experimental television show where the plot will be driven by text messages from the TV audience.\\n\\nParticipants will text selected words which will impact how the characters in the drama interact. It is being developed in Finland and will be shown to Finnish TV audiences. Another team will work on the BBC\\'s big budget drama of Mervyn Peake\\'s gothic fantasy Gormenghast. It will be re-engineered to allow people to choose a variety of edited versions. \"The BBC is allowing us access to the material so that we can prove the technology and the principles,\" explained Dr Doug Williams of BT, who will be NM2\\'s technical project manager. \"The TV at the moment is a relatively dumb box which receives signals. This project is about teaching the machine to look at content like Lego blocks that can be reassembled to make perfect sense,\" he said. \"At the moment we have interactive gaming and a limited form of interactive TV which usually means allowing audiences to vote on shows. We are hoping to occupy the space in-between,\" he added.\\n\\nNM2\\'s co-ordinator Peter Stollenmayer explained that the new genre would radically alter the role of the audience.\\n\\n\"Viewers will be able to interact directly with the medium and influence what they see and hear according to their personal tastes and wishes,\" he said. \"Media users will no longer be passive viewers but become active engagers.\" It will also be important that the tools are sophisticated enough to obey the complex rules of cinematography and editing said John Wyver, from TV producer Illuminations Television Limited, which is also involved in the project. \"It\\'s not just a matter of stringing together the romantic or action portions of a production,\" said Mr Wyver. \"The tool has to know which bits fit together both visually, by observing the time-honoured rules that go in editing, and in terms of the story.\" \"Only then will the personalised version both make sense and be aesthetically pleasing,\" he added. Mr Wyver is planning a production entitled The Golden Age, about Renaissance art. It will allow viewers to create a so-called media world based on their own specific areas of interest such as poetry, music and architecture. Other productions that the NM2 team will make range from news, documentaries to a romantic comedy drama.\\n',\n", + " 'Warnings about junk mail deluge\\n\\nThe amount of spam circulating online could be about to undergo a massive increase, say experts.\\n\\nAnti-spam group Spamhaus is warning about a novel virus which hides the origins of junk mail. The program makes spam look like it is being sent by legitimate mail servers making it hard to spot and filter out. Spamhaus said that if the problem went unchecked real e-mail messages could get drowned by the sheer amount of junk being sent.\\n\\nBefore now many spammers have recruited home PCs to act as anonymous e-mail relays in an attempt to hide the origins of their junk mail. The PCs are recruited using viruses and worms that compromise machines via known vulnerabilities or by tricking people into opening an attachment infected with the malicious program. Once compromised the machines start to pump out junk mail on behalf of spammers. Spamhaus helps to block junk messages from these machines by collecting and circulating blacklists of net addresses known to harbour infected machines. But the novel worm spotted recently by Spamhaus routes junk via the mail servers of the net service firm that infected machines used to get online in the first place. In this way the junk mail gets a net address that looks legitimate. As blocking all mail from net firms just to catch the spam is impractical, Spamhaus is worried that the technique will give junk mailers the ability to spam with little fear of being spotted and stopped. Steve Linford, director of Spamhaus, predicted that if a lot of spammers exploit this technique it could trigger the failure of the net\\'s e-mail sending infrastructure. David Stanley, UK managing director of filtering firm Ciphertrust, said the new technique was the next logical step for spammers. \"They are adding to their armoury,\" he said. The amount of spam in circulation was still growing, said Mr Stanley, but he did not think that the appearance of this trick would mean e-mail meltdown. But Kevin Hogan, senior manager at Symantec security response, said such warnings were premature. \"If something like this mean the end of e-mail then e-mail would have stopped two-three years ago,\" said Mr Hogan. While the technique of routing mail via mail servers of net service firms might cause problems for those that use blacklists and block lists it did not mean that other techniques for stopping spam lost their efficacy too. Mr Hogan said 90% of the junk mail filtered by Symantec subsidiary Brightmail was spotted using techniques that did not rely on looking at net addresses. For instance, said Mr Hogan, filtering out e-mail messages that contain a web link can stop about 75% of spam.\\n',\n", + " \"Rapper 50 Cent scores chart first\\n\\nRapper 50 Cent has become the first solo artist to have three singles in the US top five in the same week.\\n\\nHis track Candy Shop remained at the top of the charts, while Disco Inferno crept up from six to five. 50 Cent also appears on rap protege The Game's song How We do, number four in the US but now outside the UK top ten. The pair had a recent dispute which saw The Game thrown out of 50 Cent's rap collective G-Unit, accusing him of disloyalty in an ongoing feud.\\n\\n50 Cent, who burst onto the music scene in 2003, has had less success in the UK charts, with three singles making the top ten. His debut album, Get Rich And Die Tryin', narrowly missed out on becoming a UK chart topper.\\n\\nBut in the US, he headed the 2003 end of year charts for the album and R&B and hip hop artists. Newcomer The Game's debut reached the top of the charts five weeks ago, while 50 Cent's second collection The Masscre was released in the US at the end of last week. Last May, R&B star Usher scored a chart first, with three concurrent singles in the US Top 10, a feat which was previously matched only by The Bee Gees and The Beatles. The hit songs were taken from the 24-year-old's Confessions album, which topped the American chart for eight weeks.\\n\",\n", + " 'Snow Patrol feted at Irish awards\\n\\nSnow Patrol were the big winners in Ireland\\'s top music honours, the Meteor Awards, picking up accolades for best Irish band and album on Thursday.\\n\\nThe Belfast-born, Glasgow-based band collected the prizes at the ceremony at Dublin\\'s Point Theatre. Westlife won the award for best Irish pop act, voted for by the public, beating former member Brian McFadden. Franz Ferdinand picked up best international band and album while Paddy Casey collected best Irish male. Singer-songwriter Casey beat Brian McFadden and Damien Rice. Juliette Turner was named best Irish female.\\n\\nIn the international categories, Morrissey beat Eminem, Usher and Robbie Williams to best male while PJ Harvey pipped Kylie Minogue, Joss Stone, Anastacia and Natasha Bedingfield to the female crown. The 8,000 fans at the ceremony were treated to performances from US rapper Snoop Dogg, Brian McFadden with Delta Goodrem and The Thrills featuring Rolling Stones star Ronnie Wood. Snow Patrol\\'s success came after a year in which they made a chart breakthrough with their third album Final Straw. \"I think a lot of bands should go through a wee bit of a kicking before the make a success,\" singer Gary Lightbody and drummer Jonny Quinn said. \"It has been good for us, but also hard for us over the past six years.\" Snow Patrol will support U2 on their European tour later this year - but U2 were not nominated for best Irish band and album.\\n',\n", + " 'Ex-PM Lord Callaghan dies aged 92\\n\\nFormer Labour prime minister Lord Callaghan has died on the eve of his 93rd birthday.\\n\\nHe passed away at home in East Sussex, just 11 days after his wife Audrey died aged 91. Lord Callaghan, who leaves a son and two daughters, was the longest living former British PM in history. He entered Downing Street in 1976 after the resignation of Harold Wilson. Prime Minister Tony Blair called him a \"giant\" of the Labour movement. He held each of the major offices of chancellor, home secretary, foreign secretary and prime minister during his career and became Lord Callaghan of Cardiff in 1987.\\n\\nChancellor Gordon Brown said the former PM would be \"mourned throughout the world\". \"It was a commitment to public service that brought Jim Callaghan into Parliament in 1945, and while Jim rose to the top he never forgot his roots.\" Former cabinet colleague Lord Hattersley said his first reaction on hearing the news was \"immense sadness\".\\n\\n\"It was not a major surprise - I knew what a blow the death of his wife Audrey was a few days ago,\" he said. \"He was a decent kindly man who helped me and my generation of politicians immensely.\\n\\n\"The Labour party and the country will be poorer without him.\" Conservative peer Lord Heseltine said that despite their political differences, he and Lord Callaghan became friends. \"You don\\'t get to the premiership unless you have a streak of determination,\" he said. \"But I saw the other side of Jim Callaghan, he became a personal friend in a way, and my family and I were very fond of him.\" Tory leader Michael Howard said he would be remembered with \"affection and respect\". Liberal Democrat leader Charles Kennedy said: \"When I was first elected in 1983 as the youngest MP, he was the \"Father of the House\" and as such took a very keen interest in my early days in Parliament.\\n\\n\"He was always full of warmth and wisdom.\" Born in 1912 and educated at Portsmouth Northern Secondary School, Lord Callaghan became a clerk at the Inland Revenue. He enlisted in the Royal Navy in 1942 and rose to the rank of lieutenant. Elected for a Cardiff constituency at the 1945 general election, he represented Cardiff seats for more than 40 years. After serving as a junior minister in the Attlee government, he became chancellor of the exchequer when Labour returned to power in 1964.\\n\\nWith sterling under pressure, he resisted devaluation for three years, before being forced into it in 1967. His political career was not without controversy. When he refused to support prime minister Harold Wilson and Dame Barbara Castle over the latter\\'s trade union manifesto, In Place of Strife, in 1968, he said: \"I am not going to resign. They will have to throw me out\". When home secretary, he ordered British troops to march into the streets of Belfast to protect Catholic civilians amid rising violence - a decision that has dominated British politics into the 21st century.\\n\\nAs foreign secretary in the early 1970s, Lord Callaghan kept an open mind about the UK\\'s entry into the Common Market, seeing the advantages of the UK\\'s entry. He once travelled to Idi Amin\\'s Uganda in 1975 to plead for the life of a British lecturer, Dennis Hills, who was under a death sentence for treason.\\n\\nHis political life was often tempered by battles against the hard left of the party. In the autumn of 1978, before the \"Winter of Discontent\" when trade unions carried out strikes that brought the country to a standstill, Lord Callaghan refused to hold an early election which may have delivered a Labour victory. As garbage lay uncollected in the streets and hospital staff, council workers and even gravediggers stayed off work, Lord Callaghan failed to predict the mood of the country. When Britain went to the polls in 1979, Tory leader Margaret Thatcher was swept into power in a landslide victory, and Lord Callaghan resigned as Labour leader.\\n',\n", + " 'Yukos drops banks from court bid\\n\\nRussian oil company Yukos has dropped the threat of legal action against five banks it had accused of involvement in the sale of its key Yugansk unit.\\n\\nState-owned Rosneft bought the unit for $9.3bn (£5bn) after Yukos was forced to sell assets to meet a $27.5bn tax bill. Yukos says the sale was illegal and is pursuing damages in a US court. Its lawyers now accept ABN Amro, BNP Paribas, Calyon, JP Morgan Chase Bank, and Dresdner Kleinwort Wasserstein were not involved in the sale financing. However, Yukos still has an outstanding complaint against Deutsche Bank, which it alleges to be the leader of a consortium that was behind a bid for Yugansk by state gas monopoly Gazprom. The company has also accused Gazprom, the Russian Federation and two other Russian firms.\\n\\nGazprom had been expected to win the December auction, but ended up not bidding. Yugansk was sold to a little-known shell company, which in turn was bought by Rosneft. Yukos claims its downfall was punishment for the political ambitions of its founder Mikhail Khodorkovsky. The firm, whose finance chief is now based in the US, filed for bankruptcy in Houston, Texas, and sought a court injunction against the sale. But Deutsche Bank has suggested Yukos artificially manufactured a legal case to stop the sale of its main asset. A hearing scheduled for February 16 and 17 will rule on whether the US court has jurisdiction in the case.\\n',\n", + " 'Games help you \\'learn and play\\'\\n\\n\\'God games\\' in which players must control virtual people and societies could be educational, says research.\\n\\nA US researcher has suggested that games such as The Sims could be a good way to teach languages. Ravi Purushotma believes that the world of The Sims can do a better job of teaching vocabulary and grammar than traditional methods. The inherent fun of game playing could help to make learning languages much less of a chore, said Mr Purushotma.\\n\\nThere must be few parents or teachers that do not worry that the lure of a video game on a computer or console is hard to resist by children that really should be doing their homework. But instead of fearing computer games, Ravi Purushotma believes that educationalists, particularly language teachers should embrace games. \"One goal would be to break what I believe to be the false assumption that learning and play are inherently oppositional,\" he said. He believes that the \"phenomenal ability\" of games such as The Sims and others to capture the interest of adolescent audiences is ripe for exploitation. The hard part of learning any language, said Mr Purushotma, were the basic parts of learning what different words refer to and how they are used to build up sentences. Boring lessons drumming vocabulary into pupils couched in terms they do not understand has made many languages far harder to learn than they should be. \"The way we often teach foreign languages right now is somewhat akin to learning to ride a bike by formally studying gravity,\" he said.\\n\\nBy contrast, said Mr Purushotma, learning via something like The Sims may mean students do not feel like they are studying at all. This was because The Sims does not rely solely on words to get information across to players. Instead the actions of its computer controlled people and how they interact with their world often makes clear what is going on. The incidental information about what a Sim was doing could reinforce what a player or student was supposed to be learning, said Mr Purushotma. By contrast many language lessons try to impart information about a tongue with little context. For instance, he said, in a version of The Sims adapted to teach German, if a player misunderstood what was meant by the word \"energie\" the actions of a tired Sim, stumbling then falling asleep, would illustrate the meaning. If necessary detailed textual information could be called upon to aid players\\' or students\\' understanding.\\n\\nOne of the drawbacks of The Sims, said Mr Purushotma, was the lack of spoken language to help people brush up on pronunciation. However, online versions of The Sims, in which people have to move in, meet the neighbours and get to know the local town, could be adapted to help this. Although not wishing to claim that he is the first to suggest using a game can help people learn, Mr Purushotma believes that educationalists have missed the potential they have to help.\\n\\nGetting a simulated person to perform everyday activities in a make-believe world and having them described in a foreign language could be a powerful learning aid, he believes. Before now, he said, educational software titles suffer by comparison with the slick graphics and rich worlds found in games. But, he said, using pre-prepared game worlds such as The Sims has never been easier because tools have been made by its creators and fans that make it easy to modify almost any part of the game. This could make it easy for teachers to adapt parts of the game for their own lessons. \"I\\'m hoping now to re-create a well-polished German learning mod for the sequel by this summer,\" he told the BBC News website. \"I\\'m encouraged to hear that others are thinking of experimenting with Japanese and Spanish.\" Earlier work with a colleague on using Civilisation III to teach students about history showed that it could be a powerful way to get them to realise that solving a society\\'s problems can not always come from making a single change. A report on the experiment said: \"Students began asking historical and geographical questions in the context of game play, using geography and history as tools for their game, and drawing inferences about social phenomena based on their play.\" Mr Purushotma\\'s ideas were aired in an article for the journal Language Learning and Technology.\\n',\n", + " 'GM issues 2005 profits warning\\n\\nGeneral Motors has warned that it expects earnings this year be lower than in 2004.\\n\\nThe world\\'s biggest car maker is grappling with losses in its European business, and weak US sales. GM said higher healthcare costs in North America, and lower profits at its financial services subsidiary would hurt its performance in 2005. GM said it expects to meet its 2004 earnings targets \"despite a tough competitive environment\".\\n\\nGM, whose brands include Buick, Cadillac and Chevrolet in the US and Opel, Saab and Vauxhall in Europe, is due to reveal 2004 earnings on 19 January.\\n\\nIt said it would deliver a shareholder payout of $6.0-$6.5 per share this year, as promised, but that next year\\'s earnings per share would be lower, at between $4.0-$5.0. \"We\\'re following a roadmap that we believe will deliver strong results,\" said GM chief executive Rick Waggoner. GM said it was expecting \"reduced financial losses\" in Europe in 2005. It is in the midst of cutting 12,000 jobs - one fifth of the European total - in a bid to cut costs. The biggest job losses are in Germany. Its vehicle businesses have gained market share in three out of four regions in 2004, achieving record profitability in Asia Pacific and returning to profit in Latin America, the Middle East and Africa. The car maker has diversified into financial services, and is extending the reach of General Motors Acceptance Corp (GMAC), which has said it may enter the home loans market. GMAC has been a strong contributor to profits in 2004 but GM said it will do less well this year, delivering net income of $2.5bn. \"Attaining earnings of $10 a share remains GM\\'s goal,\" the company said, adding it believes it can achieve this in 2007.\\n',\n", + " 'GM, Ford cut output as sales fall\\n\\nUS car firms General Motors (GM) and Ford have been forced to cut production in the face of falling car sales.\\n\\nUS sales at GM sank 12.7% in February compared to a year ago while Ford sales dropped 3% as foreign rivals took a bigger share of the market. Meanwhile, Asian carmakers fared well - Toyota sales jumped 11% while rival Nissan notched up a 10% increase. Overall. sales across the industry also fell to 1.25 million vehicles from 1.27 million a year earlier.\\n\\nGM and Ford blamed high fuel prices for low sales of big trucks and gas-guzzling sports utility vehicles (SUVs) - the vehicles that provide the biggest profits.\\n\\nGM added that US truck sales fell 9% in February while car business tumbled 17%, however it did acknowledge that some new products - such as the Pontiac G6 and Chevrolet Cobalt - had put in solid performances. \"The calendar year is starting off slower than expected, both for GM and the industry,\" said Mark LaNeve, GM\\'s vice president for North American sales, service and marketing. The slump in sales prompted the group to cut production in North America by 3% - it has already reduced output by around 9% in the face of growing stockpiles. Meanwhile, Ford which posted its ninth consecutive drop in monthly US sales, said it was cutting first-quarter North American production by another 10,000 vehicles, or 1.2%. Chrysler, the US unit of Germany\\'s DaimlerChrysler, was the only Detroit based automaker to boast an increase in market share during the month - with sales rising 8%.\\n\\nBut America\\'s loss was its foreign rivals\\' gain as they continued to nibble away at the US market. While Japan\\'s top car maker Toyota and Nissan saw sales accelerate, even the smaller Suzuki Motor Corp snapped up a more business with sales improving 17.6% on a year ago. In 2003, the firm launched an ambitious plan to triple US sales by 2007 as it seeks to become a bigger player in the Asian assault on the US market. Korea\\'s Hyundai was another big gainer, turning in a 19% surge in February sales. Toyota put its rise in sales down to strong results for its redesigned Avalon sedan and a 120% surge in sales of its gas-electric Prius hybrid mid-size sedan as petrol-price conscious consumers looked to vehicles that were cheaper to run. \"As gas prices continue their upward march, fuel efficiency catches the public eye,\" Jim Press, vice president and chief operating officer of Toyota\\'s US sales arm, said in a statement.\\n',\n", + " 'Slowdown hits US factory growth\\n\\nUS industrial production increased for the 21st month in a row in February, but at a slower pace than in January, official figures show.\\n\\nThe Institute for Supply Management (ISM) index fell to 55.3 in February, from an adjusted 56.4 in January. Although the index was lower than in January, the fact that it held above 50 shows continued growth in the sector. \"February was another good month in the manufacturing sector,\" said ISM survey chairman Norbert Ore.\\n\\n\"While the overall rate of growth is slowing, the overall picture is improving as price increases and shortages are becoming less of a problem. Exports and imports remain strong,\" he said. Analysts had expected February\\'s figure to be stronger than January\\'s and come in at 57. Of the 20 manufacturing sectors surveyed by ISM, 13 reported growth. They included the textiles, apparel, tobacco, chemicals and transportation sectors. The ISM\\'s index of national manufacturing activity is compiled from the responses of purchasing executives at more than 400 industrial companies.\\n',\n", + " 'High fuel costs hit US airlines\\n\\nTwo of the largest airlines in the US - American and Southwest - have blamed record fuel prices for their disappointing quarterly results.\\n\\nAmerican Airlines\\' parent AMR reported a loss of $387m (£206m) for the fourth quarter of 2004, against a $111m loss for the same period a year earlier. Meanwhile, Southwest Airlines saw its fourth-quarter 2004 profits fall 15% to $56m, against $66m a year earlier. Both said high fuel bills would continue to pressure revenues in 2005. American, the world\\'s biggest airline by some measures, said it expected to report a loss for the first quarter of 2005. Southwest, which has the highest market value of any US carrier, said it would remain profitable despite high fuel prices.\\n\\nAMR\\'s shares were flat in Wednesday morning trading on the New York Stock Exchange, as the results were slightly better than analysts had anticipated. AMR\\'s chief executive Gerard Arpey said the airline\\'s difficulties reflected the situation within the industry. \"AMR\\'s results for the fourth quarter of 2004 reflect the economic woes that plagued the airline industry throughout 2004 - in particular, high fuel prices and a tough revenue environment,\" he said. For the full year, AMR posted a loss of $761m, lower than 2003\\'s $1.2bn loss and an indication that the airline has successfully cut costs. AMR added that as part of its cost cutting measures, it is postponing the delivery of 54 Boeing jets. Shares in Southwest fell 65 cents to $14.35 as analysts voiced their disappointment. \"The results came in below our already conservative estimate for the quarter,\" said Ray Neidl, an analyst at Calyon Securities. Both American and Southwest have been squeezed by cut-throat competition in the US airline industry, as a glut of available seats has led to fierce price reductions.\\n',\n", + " \"Johnson edges out rival Sotherton\\n\\nJade Johnson edged out rival Kelly Sotherton with her last effort to claim the AAAs long jump title at the Norwich Union European Indoor trials.\\n\\nOlympic heptathlon bronze medallist, Sotherton, led the event with her first leap of 6.43m - a personal best. But Johnson, who has not competed indoors for five years, leapt to a life-time best of 6.50m in her last jump, after four fouls. Both Johnson and Sotherton passed the European Championships qualifying mark. Although Sotherton's main aim in Madrid next month will be the pentathlon where she will take on Olympic heptathlon champion Carolina Kluft. Ireland's\\n\\ndelivered a shock in the men's 200m as he stormed to his first major title in 21.01 seconds. British favourite Chris Lambert had to settle for second place while defending champion Ireland's Paul Brizzel took third. There was some consolation for Lambert as he set a personal best of 20.94 in the first round - good enough to qualify for Europe.\\n\\nTwo-time AAAs champion Allyn Condon and Ian Mackie had no such luck as they were disqualified in the heats. There was plenty of hot action in the men's 60m hurdles where Scotland's\\n\\nwas vying for top spot with Olympian Andy Turner. Scott, 22, smashed his personal best on the way to the final, where he broke it again to win the AAAs title in 7.58 seconds. Turner finished second in 7.82 after previously setting a personal best on the 7.83 in the semi-finals, while Damien Greaves did not finish the final. The trio of athletes have reached the European qualifying mark this season though one of them is set to miss out on a call-up to the British squad.\\n\\ncomfortably defended her 3,000m title, clocking eight minutes, 49.87 seconds to easily surpass the European qualifying mark. The European cross country bronze medallist is ranked number one in Europe this season and will go to Madrid with high hopes. Helen Clitheroe was agonisingly close to the 9:05.00 qualifying mark as she claimed the runners-up spot in a personal best of 9:05.73. In the men's 800m heats,\\n\\nqualified fastest in the 800m heats to lay down a challenge to in-form\\n\\n. The Welsh runner attacked the last 200m to come through ahead of James Thie in one minute, 49.87 seconds. McIlroy, who is third in the European rankings, eased across the finish in 1:50.87 to set up a showdown in Sunday's final in Sheffield. Both Watkins and McIlroy have already achieved the European qualifying mark. Scotland's Susan Deacon stole\\n\\n's thunder in the final of the women's 200m. Fraser became the fastest British woman over the distance this season when she qualified for the final in 23.68 seconds - though that time is outside the European standard. But Deacon claimed her first AAAs title over the distance, edging Fraser into second in 23.67. In the women's shot put veteran\\n\\nclaimed her fourth AAAs title with a throw of 15.27m. But that mark was not good enough for the 39-year-old to book her place at next month's European Indoor Championships in Madrid. Sotherton finished fifth after producing two throws of 13.77m. In the absence of injured British number one Carl Myerscough,\\n\\nclaimed the men's shot put title with a throw of 17.64m, which was below the qualifying mark.\\n\\nSale's Robert Mitchell climbed to a season's best of 2.20m - just 3cm short of the European standard - to claim the British indoor high jump title.\\n\\ncould only clear 2.16m to finish in fourth but the 27-year-old's disappointment will be tempered as he had already achieved the qualifying mark at a meeting in Slovenia on Tuesday. There was bad luck for British number one\\n\\nin the pole vault as he failed to clear the bar after deciding to come in at 5.45m. The AAAs indoor title went instead to Ashley Swain, who climbed to a season's best of 5.25m And Ireland's Taniesha Scanlon set a new national record of 13.28m in the women's triple jump.\\n\",\n", + " 'Iraqi voters turn to economic issues\\n\\nBeyond the desperate security situation in Iraq lies an economy in tatters.\\n\\nA vicious cycle of unemployment, poor social services and poverty has been made worse by a lack of investment. So there is much hope that an elected government will break the deadlock. \"First rule of law, then the economy,\" says Radwan Hadi, deputy managing director of Aberdeen-based oil and gas consultancy Blackwatch Petroleum Services, which entered Iraq in 2003. Mr Hadi\\'s view about what the new government\\'s priorities should be is shared by many Iraqis. The economy has become the second-most dominant issue for many political parties ahead of Sunday\\'s election, according to Bristol University political scientist Anne Alexander, who is working on a project that looks at governance and security in post-war Iraq.\\n\\nJob creation ranks high both on election manifestos and on the Iraqi people\\'s wish list. Nobody knows exactly how many Iraqis are out of work, but it is clear that the situation is dire. \"Estimates of Iraq\\'s unemployment rate vary, but we estimate it to be between 30-40%,\" the Washington-based independent think-tank The Brookings Institution says in its Iraq Index. But some progress has been made, largely thanks to the country\\'s oil revenues which have exceeded $22bn since June 2003.\\n\\nIraq\\'s infrastructure is on the mend, with notable improvements having been made in areas such as electricity supply, irrigation, telephone networks and the re-opening of hospitals. But serious problems remain and the growing divide between haves and have-nots is angering voters. One Iraqi woman told Ms Alexander about her frustration as she watched TV adverts for private hospitals soon after having failed to track down basic medicines from Baghdad\\'s pharmacies. Observes Mr Hadi: \"The economy at present marks a big divide; the rich get richer, the poor get poorer.\" An indication of this can be seen in the world of finance where, in contrast with the daily plight of ordinary people, 19 private banks operate, only one of which is run in accordance with Islamic banking principles. Hopes are high for the future of finance, so foreign banks have been buying into the sector. National Bank of Kuwait has bought a majority stake in Credit Bank of Iraq, the Jordanian investment bank Export & Finance Bank has bought 49% of National Bank of Iraq.\\n\\nForeign firms also hope to cash in on the reconstruction effort. Bechtel\\'s efforts to rebuild schools and restore power have attracted controversy as well as boosting its bottom line while Halliburton has enjoyed a wealth of military contracts. But the involvement of foreign firms in the health and banking sectors and beyond sits uneasily with many Iraqis who are accustomed to the state taking responsibility for functions that are essential to making society work, observes Ms Alexander. \"It is seen as a selling off of Iraq\\'s assets and bringing in multinationals at the expense of Iraqi businesses and Iraqi workers,\" she says. Consequently, the transitional government has been forced to backtrack in recent months over its proposal to allow 100% foreign ownership of Iraqi assets, she explains. In the West, it is easy to forget that the otherwise brutal Baathist regime used to look after the majority of Iraq\\'s citizens rather well in terms of job creation, social security and healthcare. Opinion polls suggest that \"people still want the state to take a leading role in providing these things\", Ms Alexander says.\\n\\nYet in some areas of the economy, investment from abroad is still warmly welcomed, insists Mr Hadi, an Iraqi who left the country three decades ago. \"I think the private sector will evolve incredibly fast,\" Mr Hadi says. \"Iraq\\'s vast natural resources can support any magnitude of economic growth.\"\\n\\nMany foreign companies say they are keen to get in on the act, yet few are actually entering the country in any meaningful way. But there are exceptions. Mr Hadi\\'s Blackwatch is just one of many small operators preparing for a much bigger future. Blackwatch\\'s Baghdad-based affiliate Falcon Group has dozens of people working for it across the country in Kirkuk and Baghdad, and its engineers and geo-scientists work with the Iraqi oil ministry to hammer out technology transfer issues, Mr Hadi points out. \"These guys are trying to work. The Iraqi business people will do business at all times. \"Life goes on in Iraq, the people take responsibility, they want to live normal lives.\"\\n',\n", + " 'UK pledges £1bn to vaccine effort\\n\\nUK Chancellor Gordon Brown has offered £960m ($1.8bn) over 15 years to an international scheme aiming to boost vaccination and immunisation schemes.\\n\\nIn a speech, he called for action to reach the 2000 Millennium Declaration goals of halving global poverty and tackling child mortality rates. Mr Brown has just returned from a tour of African nations. The £1bn commitment is part of a five-point plan on debt relief, trade, aid, education and health.\\n\\nThe chancellor was speaking at an event jointly organised by the UK\\'s Department for International Development and the UN Development Programme on Wednesday. Mr Brown welcomed news that the Bill Gates Foundation and Norway are joining up to put an extra £0.53bn ($1bn ) into the Global Alliance for Vaccines and Immunisation (Gavi). Britain, France, Gavi and the Gates Foundation have drawn up proposals to apply the principles of the International Finance Facility (IFF) to the area of immunisation. That could see donors making long-term, legally binding financial commitments which can then be used as collateral for raising extra funds from international capital markets. As well as pledging £960m over 15 years to the immunisation IFF, Britain urged other donors to contribute.\\n\\nIf Gavi could increase its funding for immunisation by an extra £4bn ($7.4bn) over 10 years, then an extra five million lives could have been saved by 2015 and five million thereafter, Mr Brown argued. Campaign groups including Friends of the Earth, the World Development Movement, and War on Want said UK government policy on free trade was a major barrier to fighting poverty. War on Want\\'s John Hilary said: \"Compassionate rhetoric cannot disguise the reality of the government\\'s neo-liberal policies. \"As long as Mr Blair and Mr Brown continue to push free trade and privatisation on developing countries, more and more people will be pushed deeper into poverty, not lifted out of it.\"\\n',\n", + " 'US duo in first spam conviction\\n\\nA brother and sister in the US have been convicted of sending hundreds of thousands of unsolicited e-mail messages to AOL subscribers.\\n\\nIt is the first criminal prosecution of internet spam distributors. Jurors in Virginia recommended that the man, Jeremy Jaynes, serve nine years in prison and that his sister, Jessica DeGroot, be fined $7,500. They were convicted under a state law that bars the sending of bulk e-mails using fake addresses.\\n\\nThey will be formally sentenced next year. A third defendant, Richard Rutkowski, was acquitted. Prosecutors said Jaynes was \"a snake oil salesman in a new format\", using the internet to peddle useless wares, news agency Associated Press reported. A \"Fed-Ex refund processor\" was supposed to allow people to earn $75 an hour working from home. Another item on sale was an \"internet history eraser\". His sister helped him process credit card payments. Jaynes amassed a fortune of $24m from his sales, prosecutors said. \"He\\'s been successful ripping people off all these years,\" AP quoted prosecutor Russell McGuire as saying. Jaynes was also found guilty of breaking a state law which prohibits the sending of more than 100,000 e-mails in 30 days, Virginia State Attorney General Jerry Kilgore reportedly said. Prosecutors had asked for 15 years in jail for Jaynes, and a jail term for his sister. But Jaynes\\' lawyer David Oblon called the nine-year recommended term \"outrageous\" and said his client believed he was innocent. He pointed out that all three of the accused lived in North Carolina and were unaware of the Virginia state law. Spam messages are estimated to account for at least 60% of all e-mails sent.\\n',\n", + " '\\'Brainwave\\' cap controls computer\\n\\nA team of US researchers has shown that controlling devices with the brain is a step closer.\\n\\nFour people, two of them partly paralysed wheelchair users, successfully moved a computer cursor while wearing a cap with 64 electrodes. Previous research has shown that monkeys can control a computer with electrodes implanted into their brain. The New York team reported their findings in the Proceedings of the National Academy of Sciences. \"The results show that people can learn to use scalp-recorded electroencephalogram rhythms to control rapid and accurate movement of a cursor in two directions,\" said Jonathan Wolpaw and Dennis McFarlane. The research team, from New York State Department of Health and State University of New York in Albany, said the research was another step towards people controlling wheelchairs or other electronic devices by thought.\\n\\nThe four people faced a large video screen wearing a special cap which, meant no surgery or implantation was needed.\\n\\nBrain activity produces electrical signals that can be read by electrodes. Complex algorithms then translate those signals into instructions to direct the computer. Such brain activity does not require the use of any nerves of muscles, so people with stroke or spinal cord injuries could use the cap effectively. \"The impressive non-invasive multidimensional control achieved in the present study suggests that a non-invasive brain control interface could support clinically useful operation of a robotic arm, a motorised wheelchair or a neuroprosthesis,\" said the researchers. The four volunteers also showed that they could get better at controlling the cursor the more times they tried. Although the two partially-paralysed people performed better overall, the researchers said this could be because their brains were more used to adapting or that they were simply more motivated. It is not the first time researchers have had this sort of success in brain-control experiments. Some teams have used eye motion and other recording techniques. Earlier this year, a team at the MIT Media Labs Europe demonstrated a wireless cap which read brain waves to control a computer character.\\n',\n", + " 'Gronkjaer agrees switch to Madrid\\n\\nJesper Gronkjaer has agreed a move to Atletico Madrid from Birmingham City.\\n\\nThe 27-year-old winger spent just five months at St Andrews following a £2.2m move from Chelsea in July after playing for Denmark at Euro 2004. He is set to move during the January transfer window in a deal rumoured to be about £1.4m, subject to a medical. \"We will meet with the player\\'s representative to finalise the contract and decide when he will sign,\" said Atletico sporting director Toni Munoz. Gronkjaer has been targeted by Blues fans and was sarcastically applauded when taken off against Everton last month. Boss Steve Bruce had said that he would be happy to let the Danish international go if the price was right. He added: \"I\\'m not going to say the decision to let him go is down to the fans\\' reaction towards him.\\n\\n\"He has had a tough time since the summer with the loss of his mother and finding it difficult to adjust to a new club and a different area. \"He has been terrific and not missed a day\\'s training and is someone if your daughter brought them home you would be delighted. \"It just hasn\\'t quite worked out here for him. But we\\'d like to get back most of what we spent.\"\\n',\n", + " 'Sony PSP handheld console hits US\\n\\nThe latest handheld gaming gadget, Sony\\'s PlayStation Portable, goes on sale in the US on Thursday.\\n\\nThe entertainment device, which also stores images, music and video, is intended to compete with Nintendo\\'s DS, released earlier this month in the UK. Gamers have been queuing outside shops across the US to get their hands on the gadget, which costs $250 (about £132). The first million sold will come with the Spider-Man 2 film on UMD, Sony\\'s own disc format for the device. The PSP can be linked up with others for multiplayer gaming, via a wireless connection. Sony has touted the machine as the Walkman of the 21st Century and has sold more than 800,000 units in Japan since its launch there last year.\\n\\nBut it faces stiff competition from the Nintendo DS, which sold more than the GameCube in its first few days on release in Europe. It too allows for multiplayer gaming over the air. Nintendo dominates the handheld market, with more than a 90% share of the market in the US alone. The Gizmondo combined media player, phone and gaming gadget also went on sale in the UK last week. It hopes to take a share of the handheld gaming market too.\\n\\n\"The story of the PSP is it\\'s not a gaming device as much as it is a portable entertainment device,\" said Michael Pachter, analyst at Wedbush Morgan Securities. He told the Reuters news agency that he expected Sony to sell about 10 million PSPs in enough time to rival Apple\\'s iPod. There is no date for the PSP\\'s release in Europe yet. Sony has promised to have a million units ready for its US launch, but there are fears demand may not be met. It also said it expected to ship three million PSPs worldwide by the end of its fiscal year ending 31 March.\\n\\nThe machine\\'s European launch was put back \"a few months\" last week in order to make sure enough of the devices were ready for its US launch, as well as satisfying the Japanese market. The PSP has almost as much processing power in it as the PlayStation 2 console. Hundreds of gamers gathered at US shops, some waiting for more than 36 hours, to be the first to get their hands on the gadget. A spokesman for one US shop said it expected the device to sell out on its first day. The 24 games for the mini console include Ape Academy, Formula One, Wipeout Pure and Fired Up. Movie studios, including Lions Gate Entertainment and Disney, have also announced forthcoming film titles that will be made available on the UMD format.\\n',\n", + " 'India opens skies to competition\\n\\nIndia will allow domestic commercial airlines to fly long haul international routes, a move it hopes will stoke competition and drive down prices.\\n\\nHowever, only state controlled carriers will be able to fly the lucrative Gulf routes, to countries such as Kuwait and Saudi Arabia, for at least three years. Jet Airways and Air Sahara are the two companies that will benefit initially. India is looking to develop its airline industry as booming economic growth drives demand for travel.\\n\\nMonica Chadha, BBC Delhi reporter, said air travel in India had increased by almost 20% from the previous year and was expected to rise even further. Infrastructure development is lagging demand, however, and will have to improve. \"Most international airports in the country are shabby and ill-equipped to handle heavy air traffic,\" Ms Chada said, adding that while the Civil Aviation minister has promised to modernise and privatise airports little progress has been made. Steps have been take to move things forward and the government recently changed legislation that limited foreign investment in domestic airlines. It raised the maximum stake holding allowed to 49% from 40%. Local press, meanwhile, have reported that the US and India will start negotiations about adding more routes in January. Jet Airways is India\\'s premier private domestic carrier; Air Sahara is ranked third in the category.\\n',\n", + " 'Mobile games come of age\\n\\nThe BBC News website takes a look at how games on mobile phones are maturing. A brief round-up follows but you can skip straight to the reviews by clicking on the links below. Part two will follow on Monday.\\n\\nReviews of Call of Duty, Splinter Cell - Pandora Tomorrow, Lord of the Rings and Pocket Kingdom will follow on Monday If you think of Snake when some mentions \"mobile games\" then you could be in for a bit of a surprise. This is because mobile games have come a long way in a very short time. Even before Nokia\\'s N-Gage game phone launched in late 2003, many mobile operators were realising that there was an audience looking for something to play on their handset.\\n\\nAnd given that many more people own handsets than own portable game playing gadgets such as the GameBoy it could be a very lucrative market. That audience includes commuters wanting something to fill their time on the way home, game fans looking for a bit of variety and hard core gamers who like to play every moment they can. Life for all these types of player has got immeasurably better in the last year as the numbers of titles you can download to your phone has snowballed. Now sites such as Wireless Gaming Review list more than 200 different titles for some UK networks and the ranges suit every possible taste. There are ports of PC and arcade classics such as Space Invaders, Lunar Lander and Bejewelled. There are also versions of titles, such as Colin McRae Rally, that you typically find on PCs and consoles.\\n\\nThere are shoot-em-ups, adventure games, strategy titles and many novel games only found on handsets. Rarely now does an action movie launch without a mobile game tie-in. Increasingly such launches are all part of the promotional campaign for a film, understandable when you realise that a good game can rack up millions of downloads. The returns can be pretty good when you consider that some games cost £5. What has also helped games on mobiles thrive is the fact that it is easier than ever to get hold of them thanks to technology known as Wap push. By sending a text message to a game maker you can have the title downloaded to your handset. Far better than having to navigate through the menus of most mobile operator portals. The number of handsets that can play games has grown hugely too. Almost half of all phones now have Java onboard meaning that they can play the increasingly sophisticated games that are available - even the ones that use 3D graphics.\\n\\nThe minimum technology specifications that phones should adhere to are getting more sophisticated which means that games are too. Now double key presses are possible making familiar tactics such as moving and strafing a real option. The processing power on handsets means that physics on mobile games is getting more convincing and the graphics are improving too. Some game makers are also starting to take advantage of the extra capabilities in a mobile. Many titles, particularly racing games, let you upload your best time to see how you compare to others. Usually you can get hold of their best time and race against a \"ghost\" or \"shadow\" to see if you can beat them. A few games also let you take on people in real time via the network or, if you are sitting close to them, via Bluetooth short-range radio technology. With so much going on it is hard to do justice to the sheer diversity of what is happening. But these two features should help point you in the direction of the game makers and give you an idea of where to look and how to get playing.\\n\\nTOO FAST TOO FURIOUS (DIGITAL BRIDGES)\\n\\nAs soon as I start playing this I remember why I never play driving games - because I\\'m rubbish at them. No matter if I drive the car via joystick or keypad I just cannot get the hang of braking for corners or timing a rush to pass other drivers. The game rewards replay because to advance you have to complete every section within a time limit. Winning gives you cash for upgrades. Graphically the rolling road is a convincing enough evocation of speed as the palm trees and cactus whip by and the city scrolls past in the background. The cars handle pretty well despite my uselessness but it was not clear if the different models of cars were appreciably different on the track. The only niggle was that the interface was a bit confusing especially when using a joystick rather than the keypad to play.\\n\\nFATAL FORCE (MACROSPACE)\\n\\nA futuristic shooter that lets you either play various deathmatch modes against your phone or run through a series of scenarios that involves killing aliens invading Earth. Graphics are a bit cartoon-like but only helps to make clear what is going on and levels are well laid out and encourage you to leap about exploring. Both background music and sounds effects work well. The scenarios are well scripted and you regularly get hints from the Fatal Force commanders. Weapons include flamethrowers, rocket launchers, grenades and at a couple of points you even get chance to use a mech for a short while. With the right power-up you can go into a Matrix-style bullet time to cope with the onslaught of aliens. The game lets you play via Bluetooth if others are in range. Online the game has quite a following with clans, player rankings and even new downloadable maps.\\n',\n", + " 'Turkey turns on the economic charm\\n\\nThree years after a gruelling economic crisis, Turkey has dressed its economy to impress.\\n\\nAs part of a charm offensive - ahead of 17 December, when the European Union will decide whether to start entry talks - Turkey\\'s economic leaders have been banging the drum to draw attention to recent achievements. The economy is growing fast, they insist. Education levels among its young and large population are rising. Unemployment levels, in percentage terms, are heading fast towards single digits. Inflation is under control. A new law to govern its turbulent banking system is on the cards. The tourism industry is booming and revenues from visitors should more than double to $21bn (£10.8bn) in three years.\\n\\nMoreover, government spending is set to be frozen and a burdensome social security deficit is being tackled. Income and corporate taxes will be cut next year in order to attract $15bn of foreign investment over the next three years. A loan restructuring deal with the International Monetary Fund (IMF) is pretty much in the can. And following recent macroeconomic restructuring efforts, its currency is floating freely and its central bank is independent.\\n\\nThe point of all this has been to convince Europe\\'s decision makers that rather than being a phenomenally costly exercise for the EU, allowing Turkey in would in fact bring masses of economic benefits.\\n\\n\"The cake will be bigger for everybody,\" said Deputy Prime Minister Abdullatif Sener earlier this month. \"Turkey will not be a burden for the EU budget.\" If admitted into the EU, Turkey would contribute almost 6bn euros ($8bn; £6bn) to its budget by 2014, according to a recent impact study by the country\\'s State Planning Organisation. As Turkey\\'s gross domestic output (GDP) is set to grow by 6% per year on average, its contribution would rise from less than 5bn euros in 2014 to almost 9bn euros by 2020. Turkey could also help alleviate a labour shortage in \"Old Europe\" once its population comes of age. By 2014, one in four Turks - or about 18 million people - will be aged 14 or less. \"A literate and qualified Turkish population,\" insisted Mr Sener, \"will make a positive impact on the EU.\"\\n\\nThis runs contrary to the popular view that Turkey is getting ready to dig deep into EU taxpayers\\' wallets. However, Turkey\\'s assertions are confirmed by Brussels\\' own impact studies, which indeed say that Turkish membership would be good news for the EU economy. But only over time. Costs are projected to be vast during the early years of Turkey\\'s membership, with subsidies alone estimated to exceed 16.5bn euros and, according to some predictions, balloon to 33.5bn euros. This would include vast agricultural subsidies and regional aid, though such payments should decline as the country\\'s farm sector, which currently employs one in three Turks, would employ just one in five by 2020.\\n\\nSuch high initial expenses would be coupled with risks that the benefits flagged up by Turkey\\'s government would never be delivered, say those who feel the Turkish project should be shunned.\\n\\nSome fear that rather than providing an educated, sophisticated labour force for Europe at large, the people who will leave Turkey to seek work abroad will be poor, uneducated - and plentiful. More recently, less palatable concerns - at least in liberal European circles - have been voiced, with senior EU or member state officials talking darkly of a \"river of Islam\", an \"oriental\" culture and a threat to Europe\\'s \"cultural richness\". Of course, many opponents are politically motivated - their views ranging from xenophobic prejudices about the country\\'s Muslim traditions to well-documented concerns about the government\\'s human rights record. Yet their economic arguments should not be dismissed out of hand.\\n\\nCritics insist that much of the optimism about Turkey\\'s economic roadmap has been over-egged - an argument amplified by a 134% rise in the country\\'s current account deficit to $10.7bn during the first 10 months of this year.\\n\\nThe country\\'s massive debt - which includes $23bn owed to the IMF and billions borrowed via the international bond markets - also remains a major obstacle to its ambition of joining the EU. \"In the new member states of the European Union, gross public debt is typically about 40% of gross domestic product,\" says Reza Moghadam, assistant director of the IMF\\'s European Department. \"At about 80% of GDP, Turkey\\'s gross debt is double that figure.\" Turkey\\'s debts have largely arisen from its efforts to push through banking reform after a run on the banks in 2001 caused the country\\'s devastating recession. \"There is no question that although Turkey is doing much better than in the past, it remains quite vulnerable,\" says Michael Deppler, director of the IMF\\'s European Department. \"Its debt is far too high for an emerging economy.\" A key factor for EU decision makers should be whether or not Turkey has met its economic criteria. But economics is not a science. And although the state of Turkey\\'s economy is important, as is its pace of reform, the final decision on 17 December will be taken by politicians who will, of course, be guided by their political instincts.\\n',\n", + " 'Roddick splits from coach Gilbert\\n\\nAndy Roddick has ended an 18-month association with coach Brad Gilbert which yielded the US Open title and saw the American become world number one.\\n\\nRoddick released a statement through the SFX Sports Group with the news but did not give a reason for the split. \"The decision to not re-hire Brad Gilbert for the 2005 season is based on what I think is best for my game at this time,\" said Roddick. \"Any more on this situation\\'s a private matter between coach and player.\" Roddick won 121 of his 147 matches while working with Gilbert, and said he had enjoyed their time together. He won his first Grand Slam event at Flushing Meadows last year, and finished 2003 on top of the ATP Tour rankings.\\n\\nBut Roddick slipped to second this year behind Roger Federer, who became the first man since 1988 to win three Majors in a season. Federer, who has not had a coach since he split from Peter Lundgren at the end of last year, beat Roddick to win the Wimbledon title and in two other tournament finals. Roddick hired Gilbert after deciding to part from coach Tarik Benhabiles in the wake of his first-round exit at the 2003 French Open. He went on to win the US Open and four other titles for the year. He has won four events this season. \"I have enjoyed all of my time with Andy,\" Gilbert said on his personal website. \"He has been a great student of the game during the time that we worked together and I am very proud of the results that were achieved. \"While I believe that there is still a great deal of work to be done, Andy clearly does not feel that way.\"\\n',\n", + " 'Blunkett unveils policing plans\\n\\nPeople could be given the mobile phone number of their local bobby under an overhaul of policing in England and Wales unveiled by David Blunkett.\\n\\nThe plans include a dedicated policing team for each neighbourhood and a 10 point compulsory customer charter. The home secretary said targets would be put in place to ensure that the public got a good response from police. Local people would also be able to \"trigger\" action on specific problems if they felt nothing was being done. Local councillors would have to show certain conditions had been met before invoking the power. And police could refuse the request if the complaints were frivolous, would only cause annoyance or would pose too heavy a burden on resources.\\n\\nMr Blunkett said a new three digit number would be created for non-emergency phone calls to police. The best performing police services would get more cash and extra freedoms, he said, but he would not shirk from stepping in where the public was being failed. The home secretary\\'s powers to suspend or sack chief constables are being reviewed after Mr Blunkett\\'s battle with Humberside chief David Westwood over intelligence failures on Soham murderer Ian Huntley.\\n\\nOpposition parties also want more local policing to tackle nuisance behaviour and other crime but they accuse ministers of tying the police up with paperwork. Tory spokesman David Davis said the proposals were \"little more than a taxpayer-funded PR exercise\" ahead of a general election predicted for next May.\\n\\nPolice forces were already \"buried\" under existing government initiatives and there was little in the latest plans to reassure them,\" said Mr Davis. Earlier Lib Dem home affairs spokesman Mark Oaten said the government was right to want to increase the links between local people and the police. \"But these measures will only work if they\\'re matched with a cut in the amount of paperwork - and investment in modern equipment to keep the police out on the streets.\"\\n\\nBefore delivering a statement to MPs, Mr Blunkett was joined by Tony Blair at Welling School, in south east London, which is at the heart of a community policing initiative. Mr Blunkett said he wanted \"to go back to a time when I was very young, when you expected the police to be part of the community and the community to be part of policing and where people were joined together in partnership making it work\". The prime minister said the law-abiding citizen should be in charge of the community and \"not the minority who want to cause trouble\".\\n\\nMr Blunkett already boasts about producing record police numbers. He has also started to recruit 25,000 Community Support Officers (CSOs) and the new plans would allow all police forces to give them the power to detain suspects. An extra £50m was promised on Tuesday so 2,000 new CSOs can be recruited now rather than next year. Within two years, every force will be expected to keep to a \"coppers\\' contract\" on what kind of service the public can expect. A Mori poll this summer suggested policing, unlike health and education, was the one major public service where people were less satisfied the more contact they had with it. The plans also include the idea of allowing people join police forces at different levels rather than the traditional way of making everybody spend specific amounts of time as a constable before being promoted. There will also be \"specific exercises\" to encourage black and Asian people to join the police at senior ranks.\\n',\n", + " \"GTA sequel is criminally good\\n\\nThe Grand Theft Auto series of games have set themselves the very highest of standards in recent years, but the newest addition is more than able to live up to an increasingly grand tradition.\\n\\nThe 18 certificate GTA: San Andreas for the PlayStation 2 could have got away with merely revisiting a best-selling formula with a more-of-the-same approach. Instead, it builds and expands almost immeasurably upon the last two games and stomps, carefree, over all the Driv3r and True Crime-shaped opposition. Even in the year that will see sequels to Halo and Half-Life, it is hard to envisage anything topping this barnstorming instant classic.\\n\\nThe basic gameplay remains familiar. You control a character, on this occasion a youth named CJ, who sets out on a series of self-contained missions within a massive 3D environment. CJ can commandeer any vehicle he stumbles across from a push-bike to a city bus to a plane. All come in handy as he seeks to establish his presence in a tough urban environment and avenge the dreadful deeds waged upon his family. To make things worse, he is framed for murder the moment he arrives in town, and blackmailed by crooked cops played by Samuel L Jackson and Chris Penn. The setting for all this rampant criminality is the fictional US state of San Andreas, comprising three major cities: Los Santos, which is a thinly-disguised Los Angeles, San Fierro, aka San Francisco and Las Venturas, a carbon copy of Las Vegas. San Andreas sucks you in with its sprawling range, cast of characters and incredibly sharp writing.\\n\\nIts ability to capture the ambience of the real-world versions of these cities is something to behold, assisted no end by the monumental graphical advances since Vice City. The streets, and vast swathes of countryside, are by turns gloriously menacing, grungy and preppy. Flaunting awesome levels of graphical detail, the game's overall look, particularly during the many unusual weather conditions and dramatic sunsets, is stupendous. The outstanding bread-and-butter gameplay mechanics provide a solid grounding for the elaborate plot to hang on. Cars handle more convincingly than ever, a superb motion blur kicks in when you hit high speeds, and there's more traffic to navigate than before. Park your vehicle across the lanes of a freeway, and within seconds there will be a huge pile-up. Pedestrians are also out in force, and are a loquacious bunch. CJ can interact with them using a simple system on the control pad. They will pass comments on his appearance and credibility, aspects that the player now has control over. Clothes, tattoos and haircuts can all be purchased, and funding these habits can be achieved by criminal means or by indulging in mini-games like betting on horses and challenging bar patrons to games of pool. The character will put on or lose weight according to how long he spends on foot or in the gym. He will have to pause regularly in restaurants to keep energy levels up, but will swell up as a result of over-eating. And at last, this is a GTA hero who can swim.\\n\\nAt a time when games are once again under fire for their supposed potential to corrupt the young, San Andreas' violence, or specifically the freedom it gives the player to commit violence, are sure to inflame the pro-censorship brigade. Developers Rockstar have not shied away from brutality, and in some respects ramp it up from past outings.\\n\\nWhen hijacking a car, for example, CJ will gratuitously shove the driver's head into the steering wheel rather than just fleeing with the vehicle. Indeed, the tone is darker than the jokey Vice City. The grim subject matter here hardly lends itself to gags in quite the same way as the cheesy 80s setting of the last game. This title, incidentally, is set in 1992, but that is really neither here nor there apart from the influence it has on the radio playlists. The wit is still present, just more restrained than in previous outings. A further reason for this is that the incredible range of in-vehicle radio stations available means you will spend less time happening upon the hilarious talk radio options, where GTA games' trademark humour is anchored. The quality of voice acting and motion capture is simply off-the-chart. The game's rather odious gangland lowlifes swagger and mouth off in a way that rings very true indeed. It is a testament to San Andreas' magnificence that it has a number of prominent flaws, but plus-points are so numerous that the niggles don't detract. The on-screen map, for instance, is needlessly fiddly, an unwelcome change from past editions. There is also a very jarring slowdown at action-packed moments. And the game suffers from the age-old problem that can be relied upon to blight all games of this genre, setting you back a vast distance when you fail right at the very end of a long mission. But the gameplay experience in its entirety is overwhelmingly positive. You simply will not be bothered by these minor failings. San Andreas is among the few unmissable games of 2004.\\n\",\n", + " \"Holmes feted with further honour\\n\\nDouble Olympic champion Kelly Holmes has been voted European Athletics (EAA) woman athlete of 2004 in the governing body's annual poll.\\n\\nThe Briton, made a dame in the New Year Honours List for taking 800m and 1,500m gold, won vital votes from the public, press and EAA member federations. She is only the second British woman to land the title after- Sally Gunnell won for her world 400m hurdles win in 1993. Swedish triple jumper Christian Olsson was voted male athlete of the year. The accolade is the latest in a long list of awards that Holmes has received since her success in Athens. In addition to becoming a dame, she was also named the BBC Sports Personality of the Year in December. Her gutsy victory in the 800m also earned her the International Association of Athletics Federations' award for the best women's performance in the world for 2004. And she scooped two awards at the British Athletics Writers' Association annual dinner in October.\\n\",\n", + " 'Jungle TV show ratings drop by 4m\\n\\nThe finale of ITV1\\'s I\\'m a Celebrity... Get Me Out of Here drew an average of 10.9m viewers - about four million fewer than the previous series.\\n\\nThe fourth series of the show peaked on Monday at 11.9m and 49.2% of the audience, just before Joe Pasquale won. This compared with a peak of 15.3m at and a record 62.2% of the TV audience when Kerry McFadden won in February. Comic Pasquale beat former Royal butler Paul Burrell who came second, nightclub owner Fran Cosgrave, who was third. Pasquale follows Kerry McFadden, Phil Tufnell and Tony Blackburn as winners of the show.\\n\\nSinger and TV presenter McFadden was the show\\'s first female winner. When cricketer Phil Tufnell won in May 2003, 12.3 million people - 50% of the viewing public - tuned in to watch. And when Tony Blackburn won the first show in 2002, 10.9 million people saw the show. Pasquale had been the show\\'s hottest ever favourite to win, and its hosts Anthony McPartlin and Declan Donnelly, known as Ant and Dec, said Monday\\'s deciding vote was the closest in the programme\\'s history.\\n\\nPascuale has been flooded with offers of TV work, according to his management company, but one of his first jobs on his return is pantomime.\\n\\nBefore joining I\\'m a Celebrity, he had signed up to play Jack in Jack and the Beanstalk in Birmingham, and tickets for the show have become increasingly popular since he joined the TV show. His manager Robert Voice said: \"We\\'ve had interest from different TV producers. Some are for comedy shows, some are new-type projects. \"There are a number of things Joe wants to do. He is very ambitious. \"He wants to play the West End and do different things other than straightforward comedy. We are talking to a couple of West End producers about a musical.\"\\n',\n", + " 'CSA chief who \\'quit\\' still in job\\n\\nThe head of the \"failing\" Child Support Agency widely reported to have resigned three months ago is still at the helm of the troubled organisation.\\n\\nDoug Smith\\'s departure was announced by Work Secretary Alan Johnson on 17 November as MPs grilled him over the agency\\'s poor performance. His \"resignation\" was referred to by both Tory and Lib Dem leaders during that day\\'s prime ministers questions. Officials now say he did not resign but will move on under civil service rules.\\n\\nMr Smith\\'s departure was reported widely at the time as his shouldering the blame for the failings of the Child Support Agency. In January the MPs who make up the Commons Work and Pensions Committee published a highly critical report into the \"failing\" agency noting the chief executive \"has now left\" and hoping \"the new leadership will bring a fresh approach to what is a failing organisation\".\\n\\nOn that day\\'s Today programme Mr Johnson was asked why Mr Smith had been allowed to resign rather than be sacked. He replied: \"The chief executive decided it was time to move on, there is a new chief executive coming in.\" It now emerges that the widespread belief Mr Smith, made Commander of the Order of the Bath in the New Year honours, had left, was wrong. A Department for Work and Pensions spokeswoman confirmed Mr Smith was still in post and that he would continue in the job until a replacement was found. \"No date was ever given for Doug Smith\\'s departure,\" she said adding that the post had been advertised.\\n\\nTory work and pensions spokesman David Willetts said families affected by CSA failings would wonder why Mr Smith was still in his job three months after his departure was announced. The CSA has been surrounded by controversy since its introduction in 1993 to assess and enforce child support payments by absent parents.\\n\\nThe work and pensions committee launched their inquiry into the CSA\\'s performance after it became clear that, despite the introduction of a simpler system of calculating maintenance payments for new cases in 2003, a backlog of claims was still building up. It is currently chasing outstanding payments of more than £720m, while a further £947m has been designated as \"unrecoverable\". The MPs found American IT giant EDS\\' £456m system was \"nowhere near being fully functional and the number of dissatisfied, disenchanted and angry customers continues to escalate\".\\n\\nIn November, when he surprised MPs and the watching media by announcing Mr Smith\\'s departure, Mr Johnson said: \"I should tell you that Doug has decided that now is the time to stand aside and to allow a new chief executive to tackle the challenges ahead. \"Doug has exceeded the four years that senior civil servants are now expected to remain in a particular post. \"So Doug believes that we have reached the natural breakpoint at which he can hand over the reins.\" Lib Dem Sir Archy Kirkwood, who chairs the Commons work and pensions committee, said that when Mr Johnson had announced Mr Smith was going he got the \"clear impression\" the CSA chief was retiring though it had since emerged that was not the case, and he may be seeking new employment opportunities.\\n\\nHe added his committee was \"duty bound\" to allow the work and pensions secretary to get new management into place in the CSA and it would be \"premature\" to say anything further on the issue at the moment. But committee member and Tory MP Nigel Waterson said he was \"amazed\" Mr Smith was still in his job. \"When Mr Smith and the secretary of state came to give evidence, we were led to believe he was going shortly,\" he said. \"Even if he was working out three months notice, he should have been clearing his desk by now.\" Asked on Thursday about Mr Smith\\'s position Mr Johnson told BBC Radio 4\\'s World at One he thought it was a \"non-story\". He added that he had been absolutely open when he announced Mr Smith\\'s departure to the select committee and how people chose to interpret it was a \"different thing\". \"The major issue is have we got a new chief executive coming into this very important agency as quickly as possible and have we gone through the right selection process to make sure we\\'ve got the right people,\" he added.\\n',\n", + " 'Ukraine revisits state sell-offs\\n\\nUkraine is preparing what could be a wholesale review of the privatisation of thousands of businesses by the previous administration.\\n\\nThe new President, Viktor Yushchenko, has said a \"limited\" list of companies is being drawn up. But on Wednesday Prime Minister Yulia Tymoshenko said the government was planning to renationalise 3,000 firms. The government says many privatised firms were sold to allies of the last administration at rock-bottom prices. More than 90,000 businesses in all, from massive corporations to tiny shopfronts, have been sold off since 1992, as the command economy built up when Ukraine was part of the Soviet Union was dismantled.\\n\\nMs Tymoshenko said prosecutors had drawn up a list of more than 3,000 businesses which were to be reviewed. \"We will return to the state that which was illegally put into private hands.\"\\n\\nA day earlier, Mr Yushchenko - keen to reassure potential investors - had said only 30 to 40 top firms would be targeted. The list \"will be limited and final, and will not be extended after its completion\", he said. An open-ended list could further damage outside investors\\' fragile faith in Ukraine, said Stuart Hensel of the Economist Intelligence Unit. But the government seemed keen not to make the review look like the kind of wholesale renationalisation which many fear in Russia, Mr Hensel said. As a result, it was planning to resell rather than keep firms in state hands. \"They\\'re aware of the need not to scare investors, and to be careful of internal divides within Ukraine,\" he said. \"They don\\'t want to be seen to be transferring assets from one set of oligarchs to a new set.\" Foreign investment in Ukraine, at about $40 a head in 2004, is one of the lowest among ex-Soviet states.\\n\\nMr Yushchenko became president after two elections in December, the first of which was annulled amid allegations of voting irregularities and massive street protests.\\n\\nHis opponent, Viktor Yanukovich, still has huge support in the country\\'s eastern industrial heartland. Mr Yushchenko\\'s administration has accused its predecessor, led by ex-President Leonid Kuchma, of corruption. The privatisation review\\'s number one target is a steel mill sold to a consortium which included Viktor Pinchuk, Mr Kuchma\\'s son-in-law, for $800m (£424m) despite higher bids from several foreign groups. The mill, Krivorizhstal, is one of the world\\'s most profitable. \"We say Krivorizhstal was stolen, and at any cost we will return it to the state,\" Mr Yushchenko told an investors\\' conference in Kiev.\\n\\nOne of the jilted bidders, Netherlands-based group LNM, said it welcomed the possibility that the mill might be back on the market.\\n\\n\"If the original privatisation is annulled and a new tender issued, then we would look at it with great interest,\" a spokesman told BBC News. A resale of Krivorizhstal could potentially triple the price, according to the Economist Intelligence Unit\\'s Mr Hensel. But he warned that the government could decide to take the easy route of revaluing the company and charging the existing owners the revised price rather than undertaking a fresh sale. \"That way, Mr Yushchenko can go to the public and say he has forced the oligarchs to play by the rules,\" he told BBC News.\\n',\n", + " 'GB select Holmes for double bid\\n\\nKelly Holmes has been chosen for both the 800m and 1500m at next month\\'s European Indoor Championships - despite not yet confirming her availability.\\n\\nThe double-Olympic champion is still undecided about whether to compete in her first European Indoors in Madrid. But UK Athletics chief Max Jones believes it is likely Holmes will race. He said: \"It\\'s worth a punt, isn\\'t it? She\\'s gone back to training. If she\\'s confident she will pick one (distance). The programme does not permit both.\" If Holmes does take her place in the GB side, she has already indicated that 1500m will be her favoured distance. Under championship rules, she does not have to decide until 24 hours before the event begins in Madrid on 4 March. Jones added: \"She was pleased with her run in Birmingham (at last weekend\\'s Grand Prix). \"I am inclined to think she will (compete). It could depend on how training goes and she will have to be close to top form.\" And he admitted Holmes\\' presence would be a great boost to the rest of the Norwich Union GB team. \"She is a very good team member and is very good to have there,\" he added. Meanwhile, there is no surprises in the rest of the Great Britain team announced on Tuesday.\\n\\nDefending 60m champion Jason Gardener is included and will be chasing his third successive gold medal. He will be joined in the event by Mark Lewis-Francis - runner-up behind him three years ago in Vienna - and new boy Darren Chin. Kelly Sotherton has been invited by championship organisers to compete against Carolina Kluft in the pentathlon. Sotherton finished third in the Olympic heptathlon in Athens, where the Swede took gold. There are 16 newcomers at this level of competition in GB\\'s 46-strong team. The championships will be the last to be attended by Jones before he retires to be succeeded by Dave Collins. Jones said: \"The Olympic Games is the overwhelming target for UKA and therefore it is beneficial to start the next four-year cycle with a not-so-pressurised major games. \"The European Indoor Championships always provide a chance for the young and inexperienced to make a name for themselves and the current indoor season has produced some exciting new talent. \"Madrid is the first small step on a long journey to Beijing and the 2008 Olympics but for some of the emerging athletes, this will be a very important step.\"\\n\\n60m: D Chin (Belgrave Harriers), J Gardener (Wessex and Bath), M Lewis-Francis (Birchfield Harriers).\\n\\nT Abeyie (Woodford Green with Essex Ladies), C Lambert (Belgrave Harriers).\\n\\nD Garland (Channel Islands AC).\\n\\nJ McIlroy (Windsor, Slough, Eton and Hounslow AC), Jimmy Watkins (Cardiff AAC).\\n\\nEd Jackson (Aldershot, Farnham and District), N Speaight (Belgrave Harriers), J Thie (Cardiff AAC).\\n\\nA Baddeley (Harrow AC), M Farah (Windsor, Slough, Eton and Hounslow AC), J Mayock (Barnsley AC).\\n\\nD Greaves (Newham and Essex Beagles), A Scott (Shaftesbury Barnet Harriers), A Turner (Notts AC).\\n\\nB Challenger (Belgrave Harriers). Pole vault: N Buckfield (Crawley AC).\\n\\nN Morgan (Birchfield Harriers), C Tomlinson (Newham and Essex Beagles).\\n\\nL Achike (Shaftesbury Barnet Harriers), N Douglas (Oxford City AC), P Idowu (Belgrave Harriers).\\n\\nD Cossins (Birchfield Harriers), R Davenport (Gloucester AC), D Garland (Channel Islands AC), R Preddy (Gloucester AC), G Warburton (Cardiff AAC).\\n\\nK Endacott (City of Plymouth AC), J Kwakye (Woodford Green with Essex Ladies), J Maduaka (Woodford Green with Essex Ladies).\\n\\nK Wall (Basildon AC).\\n\\nK Holmes (Ealing, Southall and Middlesex AC).\\n\\nH Clitheroe (Preston Harriers), K Holmes (Ealing, Southall and Middlesex AC).\\n\\nJ Pavey (Exeter Harriers).\\n\\nD Allahgreen (Trafford AC), S Claxton (Belgrave Harriers).\\n\\nJ Crane (Sale Harriers Manchester), S Jones (Trafford AC).\\n\\nJ Whitlock (Trafford AC).\\n\\nJ Johnson (Herne Hill Harriers).\\n\\nK Sotherton (Birchfield Harriers).\\n\\nD Fraser (Croydon Harriers), L McConnell (Shaftesbury Barnet Harriers), C Murphy (Woodford Green with Essex Ladies), M Purkiss (Southampton AC).\\n',\n", + " 'Tory leader urges Harry apology\\n\\nPrince Harry should personally make clear how sorry he is about wearing a Nazi uniform to a friend\\'s fancy dress party, says Tory leader Michael Howard.\\n\\nMr Howard, whose grandmother died in Auschwitz, said many people would be offended by the prince\\'s actions Clarence House has issued a statement saying the prince has apologised and realised it had been a poor costume. Number 10 said an error was made but now Harry had apologised the matter should be left to the palace. That was a message repeated by Home Secretary Charles Clarke who said the matter should now be left to lie.\\n\\nBut Lib Dem leader Charles Kennedy said Harry was in a privileged position and said he should apologise in person. \"There is a reservoir of goodwill for Prince Harry, and Prince William with him, in this country, but I think he needs to remember that it can\\'t last forever.\" He added that Sandhurst would probably be good for Harry as it would teach him some self discipline. Former Labour MP Lord Janner, who is a high profile member of Britain\\'s Jewish community, branded Harry\\'s action\\'s \"stupid and evil\". He told ITV: \"The time has come for him to make a public apology. It is about common decency, of respect to the people who fought the Nazis, to the families of those who were killed by the Nazis and to people who suffered during the Holocaust.\" He added: \"I would send him in the army as fast as possible. I hope that would teach him not to behave like that.\"\\n\\nA photograph of Prince Harry wearing a swastika armband and German desert uniform at the party appears in Thursday\\'s Sun newspaper under the headline: \"Harry the Nazi.\" Mr Howard acknowledged the prince\\'s apology and said he had no doubt the prince\\'s father and family would have much to say to him privately about the incident. But he told BBC Radio 4\\'s Today programme: \"It might be appropriate to tell us himself just how contrite he is.\" Mr Howard declined to say what form the statement should take. But former Buckingham Palace press spokesman Dicky Arbiter said the prince should make a personal, broadcast apology. Mr Clarke said he recognised people\\'s concerns about the costume but argued: \"He has apologised and I think we should leave the matter there.\"\\n',\n", + " 'Baby becomes new Oscar favourite\\n\\nClint Eastwood\\'s boxing drama Million Dollar Baby has become the new favourite to win best picture at the Oscars on Sunday.\\n\\nAccording to pundits, the film has overtaken previous favourite The Aviator, with Eastwood also tipped to take the best director award. Its star Hilary Swank is favourite to win best actress while Jamie Foxx is tipped to win best actor for Ray. Million Dollar Baby has seven nominations while The Aviator has 11. The Aviator has scored a best director nomination for Martin Scorsese, who has never won an Oscar, while stars Leonardo DiCaprio and Cate Blanchett are both nominated for acting Oscars.\\n\\n\"If you look at the Oscars race, The Aviator should be ahead,\" said awards pundit Tom O\\'Neil. \"It is the most nominated film, and the most nominated movie has won best picture 18 times out of the last 20 years. \"But the reality is Million Dollar Baby is the dark horse. People feel emotionally about it and Clint is a beloved Hollywood chum of the Academy voters,\" he said. Anne Thompson of the Hollywood Reporter said that Million Dollar Baby was \"heart-wrenching\". \"It\\'s very emotional, it even makes grown men cry,\" she said. \"The Aviator is a gorgeous movie, but it\\'s colder.\"\\n\\nIn the acting categories, Foxx is regarded as almost unbeatable for his performance as Ray Charles in Ray. \"The performance is based on a real person who was a showbusiness hero with a handicap, who recently died,\" O\\'Neil said. \"He has unstoppable momentum among the voters.\" Hilary Swank is the favourite to win best actress for the second time in six years. She previously won in 1999 for her performance in Boys Don\\'t Cry. In the supporting categories, Cate Blanchett is tipped to win for her performance as Katharine Hepburn in The Aviator, while Morgan Freeman is favourite to take home his first ever Oscar, for Million Dollar Baby. The Oscars will take place at Hollywood\\'s Kodak Theatre on 27 February.\\n',\n", + " 'Wolves appoint Hoddle as manager\\n\\nGlenn Hoddle has been unveiled as the new Wolves manager.\\n\\nThe ex-England coach has been given a six-month contract to succeed Dave Jones, who was sacked after the club\\'s poor start to the season. Wolves chairman Rick Hayward said: \"We\\'re delighted Glenn is here. He has a six-month contract so we can test each other out and see if it works.\" Hoddle, who will work alongside Stuart Gray, has been out of the game since he was sacked by Spurs in 2003. Gray, who has been caretaker manager, was assistant boss when Hoddle was manager at Southampton. \"I\\'m delighted to be here,\" said Hoddle.\\n\\n\"I saw the massive potential that Wolves have got and their desire and amibition to get back into the Premiership parallels my ambitions. \"Stuart Gray has done a fantastic job as caretaker manager. We\\'ve worked together at Southampton and I\\'m delighted to be back with him.\" Wolves chief executive Jez Moxey defended the decision to give Hoddle a short-term contract. \"We hope it will work out for both parties and we extend it for the long term,\" he said. \"Most managers want a four-year contract and then expect it to be paid off if it doesn\\'t work out. \"For somebody of Glenn\\'s calibre to come in on a short-term contract and put his reputation on the line, it demonstrates his commitment and self-belief and the potential he thinks is here.\" Hayward revealed that Hoddle was one of the first to be approached after Jones\\' departure. \"He was not available at the time because he was looking at various other things,\" he explained. \"Five weeks later we\\'re back on track and this a tremendous opportunity for Wolves.\"\\n\\nHoddle began his managerial career as player-boss with Swindon before moving on to Chelsea and then taking up the England job. His spell in charge of the national side came to an end after the 1998 World Cup when he made controversial remarks about the disabled in a newspaper interview. The 47-year-old later returned to management with Southampton, where he again succeeded Jones - as he has now done at Wolves. He engineered an upturn in Saints\\' fortunes before being lured to White Hart Lane by Tottenham - the club where he made his name as a player. That relationship turned sour at the start of the last campaign and he left the London club early last season. Since then he has applied unsuccessfully for the post of France manager and had also been linked with a return to Southampton. Wolves are currently 17th in the Championship and have a home game against Millwall on Tuesday.\\n',\n", + " 'Sony wares win innovation award\\n\\nSony has taken the prize for top innovator at the annual awards of PC Pro Magazine.\\n\\nIt won the award for taking risks with products and for its \"brave\" commitment to good design. Conferring the award, PC Pro\\'s staff picked out Sony\\'s PCG-X505/P Vaio laptop as a \"stunning piece of engineering\". The electronics giant beat off strong competition from Toshiba and chip makers AMD and Intel to take the gong.\\n\\nPaul Trotter, news and features editor of PC Pro, said several Sony products helped it to take the innovation award.\\n\\nHe said Sony\\'s Clie PEG UX50 media player with its swivel screen and qwerty keyboard \"broke the design rules yet again\". Other Sony products that helped included the Vaio W1 desktop computer and the RA-104 media server. Mr Trotter said Sony\\'s combining of computer, screen and keyboard in the W1 was likely to be widely copied in future home PCs. The company has also become one of the first to use organic LEDs in its products. \"While not always inventing new technology itself, Sony was never afraid to innovate around various formats,\" said Mr Trotter.\\n\\nOther awards decided by PC Pro\\'s staff and contributors included one for Canon\\'s EOS 300D digital camera in the Most Wanted Hardware category.\\n\\nMicrosoft\\'s Media Player 10 took the award for Most Wanted Software. This year was the 10th anniversary of the PC Pro awards, which splits its prizes into two sections. The first are chosen by the magazine\\'s writers and consultants, the second are voted for by readers. Mr Trotter said more than 13,000 people voted for the Reliability and Service Awards, twice as many as in 2003. Net-based memory and video card shop Crucial shared the award for Online Vendor of the year with Novatech.\\n',\n", + " 'Top Tories on Lib Dem \\'hit list\\'\\n\\nThe Liberal Democrats are aiming to unseat a string of top Tories - including leader Michael Howard - at the next general election.\\n\\nMr Howard\\'s seat is at the top of the Liberal Democrats\\' list. Others targeted include Oliver Letwin, David Davis and Theresa May, Lib Dem\\'s elections chief Lord Rennard said. He said it was \"nothing personal\" but that \"very many of the prominent Conservatives\" had slender leads in seats where the Lib Dems were second.\\n\\nIn 2001, Michael Howard won the Folkestone & Hythe seat with 20,645 votes, compared to 14,738 for the Liberal Democrat candidate Peter Carroll, giving the Tory leader a majority of 5,907. Asked if this amounted to the party\\'s much vaunted \"decapitation strategy\" Lord Rennard said it was not a term he had ever used. But he urged Labour supporters to vote tactically to remove prominent Conservatives. \"I just don\\'t think Labour voters in these sort of seats could resist the temptation to use their votes effectively to remove a Conservative.\" He denied this strategy was opportunism, insisting the Lib Dem\\'s policies on issues such as tuition fees, the council tax and free care for the elderly appealed \"to all sides of the political spectrum\". \"We are in favour of tactical voting as long as the tactic is to vote Liberal Democrat,\" he added. A Conservative spokesperson said: \"The Liberal Democrats can talk all they like about strategy. The problem the Liberal Democrats face is that a large number of Lib Dem voters do not agree with their policies. \"We will be pointing out how they are soft on crime, how they support higher taxes, their opposition to controlled immigration and support for giving Europe more control over our lives\".\\n',\n", + " 'Cole refuses to blame van Persie\\n\\nAshley Cole has refused to blame Robin van Persie for leaving Arsenal with no fully-fit strikers for the FA Cup fifth round replay at Sheffield United.\\n\\nVan Persie is suspended alongside Dennis Bergkamp and Jose Antonio Reyes after being sent off at Southampton when Arsenal had a numerical advantage. Thierry Henry is ruled out with an Achilles tendon injury but Cole said: \"No-one is putting the blame on Robin. \"It\\'s just something that happens on the spur of the moment.\" Cole added: \"I\\'ve done it before and I hope they didn\\'t blame me for anything. \"Of course he\\'ll learn. I\\'ve been sent off a couple of times now and it\\'s just one of those things when you go a bit crazy for one or two seconds. Freddie Ljungberg is likely to be used in an emergency striking role and will be partnered by either Arturo Lupoli, Quincy Owusu-Abeyie or Jeremie Aliadiere. Gunners boss Arsene Wenger said: \"Freddie is an option but we need a second striker. \"I have to decide whether it will be Aliadiere, Quincy or Lupoli who will start with him up front. Those three will be involved.\" Arsenal are also without winger Robert Pires, who sustained an ankle injury at St Mary\\'s. Wenger added: \"It doesn\\'t look like anything is fractured, but it is a good ankle sprain. \"It does not look like Pires will be ready for two to three weeks.\"\\n',\n", + " \"Brizzel to run AAA's in Sheffield\\n\\nBallymena sprinter Paul Brizzel will be among eight of Ireland's European Indoor hopefuls competing in this weekend's AAA's Championships.\\n\\nUS-based Alistair Cragg and Mark Carroll are the only Irish athletes selected so far for the Europeans who will not run in Sheffield. Brizzel will defend his 200m title in the British trials. In-form James McIlroy will hope to confirm his place in the British team for Madrid by winning the 800m title. McIlroy has been in tremendous form on the European circuit in recent weeks. He is one of the fastest 800m runners in the world this winter and already seems assured of a place in Madrid. Corkman Mark Carroll confirmed in midweek that he would join Cragg in the European Championships. Carroll is ranked number three in the world 3000m ranking at the moment with Cragg occupying top spot. Meanwhile, nine-times champion Dermot Donnelly will not be coming out of retirement to compete in the Northern Ireland Cross Country Championships in Coleraine on Saturday. An injury crisis in the Annadale Striders squad led to Donnelly being entered by coach John McLaughlin but the athlete told BBC Sport on Friday evening that he would not be running. Willowfield's Paul Rowan will go in as individual favourite but Annadale could have a tough job holding on to their team title as Andrew Dunwoody and Noel Pollock are unlikely to run.\\n\",\n", + " 'Salary scandal in Cameroon\\n\\nCameroon says widespread corruption in its finance ministry has cost it 1bn CFA francs ($2m; £1m) a month.\\n\\nAbout 500 officials are accused of either awarding themselves extra money or claiming salaries for \"non-existent\" workers. Prime Minister Ephraim Inoni, who vowed to tackle corruption when he came to office last year, said those found guilty would face tough punishments. The scam is believed to have begun in 1994.\\n\\nThe prime minister\\'s office said the alleged fraud was uncovered during an investigation into the payroll at the ministry. In certain cases, staff are said to have lied about their rank and delayed their retirement in order to boost their earnings. The prime minister\\'s office said auditors had found \"irregularities in the career structure of certain civil servants\". It added that the staff in question \"appear to have received unearned salaries, boosting the payroll\".\\n\\nFidelis Nanga, a journalist based in the Cameroon capital Yaounde, said the government was considering taking criminal action against those found guilty and forcing them to repay any money owed. \"The prime minister has given instructions for exemplary penalties to be meted out against the accused and their accomplices if found guilty,\" he told the BBC\\'s Network Africa programme.\\n\\nMr Inoni launched an anti-corruption drive in December after foreign investors criticised a lack of transparency in the country\\'s public finances. In one initiative designed to improve efficiency, civil servants who arrived late for work were locked out of their offices. The government now intends to carry out an audit of payrolls at all other government ministries. In a report compiled by anti-corruption body Transparency International in 2003, graft was said to be \"pervasive\" in Cameroon.\\n',\n", + " 'Visa row mandarin made Sir John\\n\\nThe top civil servant at the centre of the David Blunkett visa affair has been knighted in the New Year Honours.\\n\\nSir John Gieve was Home Office permanent secretary during the saga which ended with Mr Blunkett quitting. He and other civil servants were criticised for failing to recall how the visa for Mr Blunkett\\'s ex-lover\\'s nanny came to be fast-tracked. The outgoing head of the troubled Child Support Agency Doug Smith also earns an honour in the New Year\\'s list. Mr Smith, 57, whose retirement was announced by Work and Pensions Secretary Alan Smith in November, is made a Commander of the Order of Bath.\\n\\nBoth men were giving evidence to a Commons committee on the computer difficulties facing the agency, which left thousands of single parents without any maintenance payments, when the announcement was made. The knighting of Sir John, 54, will be received with astonishment by opposition politicians.\\n\\nThe Liberal Democrats said it \"beggared belief\" he and fellow officials could not remember how Leoncia Casalme\\'s application for indefinite leave to remain went from Mr Blunkett\\'s office to the head of the Immigration and Nationality Department. Meanwhile, the Conservatives accused officials of a \"collective failure\" of memory. But Sir Alan Budd, who led an inquiry into the affair, said he had no reason to believe anyone involved had deliberately withheld information.\\n\\nDowning Street defended the decision to honour both men, with a spokesperson saying: \"You have to look at their whole career.\" Sir John was made permanent secretary in April 2001 following a Civil Service career which dates back to 1974. He has also worked in the Treasury and the Department of Employment. A Department for Work and Pensions spokeswoman said of Mr Smith\\'s honour: \"The award reflects all that he has achieved in a Civil Service career, principally in the Inland Revenue, spanning over 40 years - not just his role as chief executive of the Child Support Agency.\\n\\n\"In his career he has personally led a number of successful major change programmes.\" Mr Smith is set to stay on at the CSA until March. Less controversial will be the knighthoods for Derek Wanless and Mike Tomlinson, who undertook major government reviews on health and education respectively. Former NatWest chief executive Mr Wanless, 57, has delivered not one but two major reports on the NHS. Ex-chief inspector of schools Mr Tomlinson, 62, has recommended replacing A-Levels and GCSEs with a new diploma system in a shake-up of the exams system.\\n',\n", + " 'Teenagers to be allowed to be MPs\\n\\nTeenagers will be able to become MPs under plans unveiled by ministers.\\n\\nIn a written statement, Constitutional Affairs Minister Christopher Leslie said the current minimum age of 21 for an MP would be reduced to 18. The proposals follow a recommendation last year by elections watchdog the Electoral Commission. \"The government intends to legislate, when parliamentary time allows, to lower the age,\" said Mr Leslie, who was elected in 1997 at the age of 24. Even if the move does go ahead it is unlikely it will be in place before the next general election, widely predicted for May.\\n\\nThe announcement from Mr Leslie - who was elected in 1997 in a formerly safe Tory seat - prompted calls for a lowering of the voting age to 16. The Votes at 16 alliance said it was a good thing to \"engage people\" by lowering the candidacy age but argued lowering the voting age would be much more effective. \"Candidacy affects only politicians. The voting age affects millions of younger people,\" said spokesman Alex Folkes. \"We would hope that the government will table a bill that is broad enough to allow for amendments to be brought to test support for a reduction in the voting age.\"\\n\\nCurrently candidates in both local and national votes must be 21 while the voting age is 18. That is because the age of majority was reduced to 18 in 1969 but laws dating from 1695 which determine the current voting age stayed in place. Irish republican Bernadette Devlin was one of just a handful of 21-year-olds elected to Parliament in the 20th century winning a seat in 1969. But the youngest is understood to have been Tory Edward Turnour, who won the 1904 Horsham by-election aged 21 and 144 days and served in Parliament for 47 continuous years. Last April\\'s report by the Electoral Commission said there was no strong argument for leaving the age for standing for election at 21. The commission found the most common approach around the world is for the voting age to be the same as the candidacy age.\\n',\n", + " 'Mrs Howard gets key election role\\n\\nMichael Howard\\'s ex-model wife, Sandra, is to play a leading role in the Conservative election campaign.\\n\\nMrs Howard will make solo visits to target seats as well as accompanying her husband on his helicopter campaign trail criss-crossing the country. Mr Howard will host a news conference at the party\\'s London HQ every morning, Tory co-chairman Liam Fox said. \"We want Michael to be as accessible as possible,\" Mr Fox said, adding that the party was not afraid of scrutiny.\\n\\nThe Tory leader wanted to meet as many ordinary members of the public, Mr Fox said. Tony Blair has also said he is intending to get out and talk to as many people as possible during the election campaign. But Labour campaign chiefs say there are no plans for Mr Blair to hold a daily news conference.\\n\\nMr Fox responded by accusing the prime minister of \"hiding away from the scrutiny of London\\'s media\". The Liberal Democrats also say they are planning to hold daily news conferences with Charles Kennedy. On Mrs Howard\\'s role, Mr Fox said: \"Sandra has already been campaigning with Michael on a number of visits and has been undertaking short visits herself. \"That pattern will continue. It\\'s worked very well up until now.\" Mrs Howard made her debut speech at the Conservative Party Conference in Bournemouth last October. She used her speech on the fringe to highlight the work of a drugs charity, Addaction, which she supports. Mrs Howard has also appeared along side her husband on TV chat shows. During an interview on ITV1\\'s This Morning she said she often criticised her husband for not showing the side of him that she knows.\\n',\n", + " 'Jobs go at Oracle after takeover\\n\\nOracle has announced it is cutting about 5,000 jobs following the completion of its $10.3bn takeover of its smaller rival Peoplesoft last week.\\n\\nThe company said it would retain more than 90% of Peoplesoft product development and product support staff. The cuts will affect about 9% of the 55,000 staff of the combined companies. Oracle\\'s 18-month fight to acquire Peoplesoft was one of the most drawn-out and hard-fought US takeover battles of recent times. The merged companies are set to be a major force in the enterprise software market, second only in size to Germany\\'s SAP.\\n\\nIn a statement, Oracle said it began notifying staff of redundancies on Friday and the process would continue over the next 10 days. \"By retaining the vast majority of Peoplesoft technical staff, Oracle will have the resources to deliver on the development and support commitments we have made to Peoplesoft customers over the last 18 months,\" Oracle\\'s chief executive Larry Ellison said in a statement.\\n\\nCorrespondents say 6,000 job losses had been expected - and some suggest more cuts may be announced in future. They say Mr Ellison may be trying to placate Peoplesoft customers riled by Oracle\\'s determined takeover strategy. Hours before Friday\\'s announcement, there was a funereal air at Peoplesoft\\'s headquarters, reported AP news agency. A Peoplesoft sign had been turned into shrine to the company, with flowers, candles and company memorabilia. \"We\\'re mourning the passing of a great company,\" the agency quoted Peoplesoft worker David Ogden as saying. Other employees said they would rather be sacked than work for Oracle. \"The new company is going to be totally different,\" said Anil Aggarwal, Peoplesoft\\'s director of database markets. \"Peoplesoft had an easygoing, relaxed atmosphere. Oracle has an edgy, aggressive atmosphere that\\'s not conducive to innovative production.\" On the news, Oracle shares rose 15 cents - 1.1% - on Nasdaq. In after-hours trading the shares did not move.\\n',\n", + " 'Film row over Pirates \\'cannibals\\'\\n\\nPlans to portray Dominica\\'s Carib Indians as cannibals in the sequel to hit film Pirates of the Caribbean have been criticised by the group\\'s chief.\\n\\nCarib Chief Charles Williams said talks with Disney\\'s producers revealed there was \"a strong element of cannibalism in the script which cannot be removed\". The Caribbean island\\'s government said Disney planned to film in Dominica. The Caribs have long denied their ancestors practised cannibalism. Disney was unavailable for comment. \"Our ancestors stood up against early European conquerors and because they stood up...we were labelled savages and cannibals up to today,\" said Mr Williams.\\n\\n\"This cannot be perpetuated in movies.\" Shooting on the sequel is expected to begin in April, with hundreds of Dominicans applying to be extras in the movie.\\n\\nAbout 3,000 Caribs live on the island of Dominica, which has a population of 70,000. Many Caribs were killed by disease and war during colonisation up to the 1600s. Mr Williams said he had received support from indigenous groups around the world in his efforts to have cannibalism references removed from the film. But he admitted there were some members of the Carib council who did not support the campaign. He said some did not \"understand our history, they are weak and are not committed to the cause of the Carib people\". The first Pirates of the Caribbean film took $305m (£162m) at the box office in the US alone. The cast and crew are to work on two sequels back-to-back, with the first to be released in 2006.\\n',\n", + " 'O\\'Gara revels in Ireland victory\\n\\nIreland fly-half Ronan O\\'Gara hailed his side\\'s 19-13 victory over England as a \"special\" win.\\n\\nThe Munster number 10 kicked a total of 14 points, including two drop goals, to help keep alive their Grand Slam hopes. He told BBC Sport: \"We made hard work of it but it\\'s still special to beat England. \"I had three chances to win the game but didn\\'t. We have work to do after this but we never take a victory over England lightly.\" Ireland hooker Shane Byrne echoed O\\'Gara\\'s comments but admitted the game had been England\\'s best outing in the Six Nations. Byrne said: \"It was a really, really hard game but from one to 15 in our team we worked really, really hard. \"We just had to stick to our defensive pattern, trust ourselves and trust those around us. All round it was fantastic.\" Ireland captain Brian O\\'Driscoll, who scored his side\\'s only try, said: \"We are delighted, we felt if we performed well then we would win but with England also having played very well it makes it all the sweeter. \"We did get the bounce of the ball and some days that happens and you\\'ve just got to jump on the back of it.\"\\n\\nIreland coach Eddie O\\'Sullivan was surprised that England coach Andy Robinson said he was certain Mark Cueto was onside for a disallowed try just before the break. \"Andy was sitting two yards from me and I couldn\\'t see whether he was offside or not so I don\\'t know how Andy could have known,\" said O\\'Sullivan.\\n\\n\"What I do know is that England played well and when that happens it makes a very good victory for us. \"We had to defend for long periods and that is all good for the confidence of the team. \"I think our try was very well worked, it was a gem, as good a try as we have scored for a while.\" O\\'Sullivan also rejected Robinson\\'s contention England dominated the forward play. \"I think we lost one lineout and they lost four or five so I don\\'t know how that adds up to domination,\" he said. O\\'Driscoll also insisted Ireland were happy to handle the pressure of being considered favourites to win the Six Nations title. \"This season for the first time we have been able to play with the favourites\\' tag,\" he said. \"Hopefully we have proved that today and can continue to keep doing so. \"As for my try it was a move we had worked on all week. There was a bit of magic from Geordan Murphy and it was a great break from Denis Hickie.\"\\n',\n", + " 'China had role in Yukos split-up\\n\\nChina lent Russia $6bn (£3.2bn) to help the Russian government renationalise the key Yuganskneftegas unit of oil group Yukos, it has been revealed.\\n\\nThe Kremlin said on Tuesday that the $6bn which Russian state bank VEB lent state-owned Rosneft to help buy Yugansk in turn came from Chinese banks. The revelation came as the Russian government said Rosneft had signed a long-term oil supply deal with China. The deal sees Rosneft receive $6bn in credits from China\\'s CNPC.\\n\\nAccording to Russian newspaper Vedomosti, these credits would be used to pay off the loans Rosneft received to finance the purchase of Yugansk. Reports said CNPC had been offered 20% of Yugansk in return for providing finance but the company opted for a long-term oil supply deal instead. Analysts said one factor that might have influenced the Chinese decision was the possibility of litigation from Yukos, Yugansk\\'s former owner, if CNPC had become a shareholder. Rosneft and VEB declined to comment. \"The two companies [Rosneft and CNPC] have agreed on the pre-payment for long-term deliveries,\" said Russian oil official Sergei Oganesyan. \"There is nothing unusual that the pre-payment is for five to six years.\"\\n\\nThe announcements help to explain how Rosneft, a medium-sized, indebted, and relatively unknown firm, was able to finance its surprise purchase of Yugansk. Yugansk was sold for $9.3bn in an auction last year to help Yukos pay off part of a $27bn bill in unpaid taxes and fines.\\n\\nThe embattled Russian oil giant had previously filed for bankruptcy protection in a US court in an attempt to prevent the forced sale of its main production arm. But Yugansk was sold to a little known shell company which in turn was bought by Rosneft. Yukos claims its downfall was punishment for the political ambitions of its founder Mikhail Khodorkovsky. Once the country\\'s richest man, Mr Khodorkovsky is on trial for fraud and tax evasion.\\n\\nThe deal between Rosneft and CNPC is seen as part of China\\'s desire to secure long-term oil supplies to feed its booming economy. China\\'s thirst for products such as crude oil, copper and steel has helped pushed global commodity prices to record levels. \"Clearly the Chinese are trying to get some leverage [in Russia],\" said Dmitry Lukashov, an analyst at brokerage Aton. \"They understand property rights in Russia are not the most important rights, and they are more interested in guaranteeing supplies.\" \"If the price of oil is fixed under the deal, which is unlikely, it could be very profitable for the Chinese,\" Mr Lukashov continued. \"And Rosneft is in desperate need of cash, so it\\'s a good deal for them too.\"\\n',\n", + " 'Lasers help bridge network gaps\\n\\nAn Indian telecommunications firm has turned to lasers to help it overcome the problems of setting up voice and data networks in the country.\\n\\nTata Teleservices is using the lasers to make the link between customers\\' offices and its own core network. The laser bridges work across distances up to 4km and can be set up much faster than cable connections. In 12 months the lasers have helped the firm set up networks in more than 700 locations.\\n\\n\"In this particular geography getting permission to dig the ground and lay the pipes is a bit of a task,\" said Mr R. Sridharan, vice president of networks at Tata. \"Heavy traffic and the layout under the ground mean that digging is uniquely difficult,\" he said. In some locations, he said, permission to dig up roads and lay cables was impossible to get. He said it was far easier to secure permission for putting networking hardware on roofs. This has led Chennai-based Tata to turn to equipment that uses lasers to make the final mile leap between Tata\\'s core network and the premises of customers. The Lightpointe laser bridges work over distances of up to 4km and are being used to route both voice and data from businesses on to the backbone of the network. The hardware works in pairs and beam data through the air in the form of laser pulses.\\n\\nThe laser bridges can route data at speeds up to 1.25gbps (2,000 times faster than a 512kbps broadband connection) but Tata is running its hardware at more modest speeds of 1-2mbps. The lasers are also ideal for India because of its climate. \"It\\'s particularly suitable as the rain rate is a little low and it\\'s hardly ever foggy,\" he said. In places where rain is heavy and fog is common laser links can struggle to maintain good connection speeds. The laser links also take far less time to set up and get working, said Mr Sridharan. \"Once we get the other permissions, normal time period for set up is a few hours,\" he said. By contrast, he said, digging up roads and laying cables can take weeks or months. This speed of set up has helped Tata with its aggressive expansion plans. Just over 12 months ago the firm had customers in only about 70 towns and cities. But by the end of March the firm hopes to reach more than 1,000. \"Speed is very important because of the pace of competition,\" said Mr Sridharan.\\n',\n", + " 'More power to the people says HP\\n\\nThe digital revolution is focused on letting people tell and share their own stories, according to Carly Fiorina, chief of technology giant Hewlett Packard.\\n\\nThe job of firms such as HP now, she said in a speech at the Consumer Electronics Show (CES), was to ensure digital and physical worlds fully converged. She said the goal for 2005 was to make people the centre of technology. CES showcases 50,000 new gadgets that will be hitting the shelves in 2005. The tech-fest, the largest of its kind in the world, runs from 6 to 9 January. \"The digital revolution is about the democratisation of technology and the experiences it makes possible,\" she told delegates. \"Revolution has always been about giving power to the people.\" She added: \"The real story of the digital revolution is not just new products, but the millions of experiences made possible and stories that millions can tell.\" Part of giving people more control has been about the freeing up of content, such as images, video and music. Crucial to this has been the effort to make devices that speak to each other better so that content can be more easily transferred from one device, such as a digital camera, to others, such as portable media players. A lot of work still needs to be done, however, to sort out compatibility issues and standards within the technology industry so that gadgets just work seamlessly, she said.\\n\\nMs Fiorina\\'s talk also touted the way technology is being designed to focus on lifestyle, fashion and personalisation, something she sees as key to what people want.\\n\\nSpecial guest, singer Gwen Stefani, joined her on-stage to promote her own range of HP digital cameras which Ms Stefani has helped design and which are heavily influenced by Japanese youth culture. The digital cameras, which are due to go on sale in the US by the summer, are based on the HP 607 model. The emphasis on personalisation and lifestyle is a big theme at this year\\'s CES, with tiny, wearable MP3 players at every turn and rainbow hues giving colour to everything. Ms Fiorina also announced that HP was working with Nokia to launch a visual radio service for mobiles, which would launch in Europe early this year. The service will let people listen to radio on their mobiles and download relevant content, like a track\\'s ringtone, simultaneously. The service is designed to make mobile radio more interactive.\\n\\nAmong the other new products she showcased was the Digital Media Hub, a big upgrade to HP\\'s Digital Entertainment Centre. Coming out in the autumn in the US, the box is a networked, high-definition TV, cable set-top box, digital video recorder and DVD recorder. It has a removable hard drive cartridge, memory card slots, and Light Scribe labelling software which lets people design and print customised DVD labels and covers. It is designed to contain all a household\\'s digital media, such as pre-recorded TV shows, pictures, videos and music so it can all be managed in one place. The hub reflects the increasing move to re-box the PC so that it can work as part of other key centres of entertainment. Research suggests that about 258 million images are saved and shared every day, equating to 94 billion a year. Eighty per cent of those remain on cameras. Media hubs are designed to encourage people to organise them on one box. Ms Fiorina was one of several keynote speakers, who also included Microsoft chief Bill Gates, to set out what major technology companies think people will be doing with technologies and gadgets in the next 12 months. In a separate announcement during the keynote speech, Ms Fiorina said that HP would be partnering MTV to replace this year\\'s MTV Asia music award. MTV\\'s Asia Aid will be held in Bangkok on 3 February, and is aimed at helping to raise money for the Asian tsunami disaster.\\n',\n", + " 'Mobile gig aims to rock 3G\\n\\nForget about going to a crowded bar to enjoy a gig by the latest darlings of the music press.\\n\\nNow you could also be at a live gig on your mobile, via the latest third generation (3G) video phones. Rock outfit Rooster are playing what has been billed as the first ever concert broadcast by phone on Tuesday evening from a London venue. The 45-minute gig is due to be \"phone cast\" by the 3G mobile phone operator, 3. 3G technology lets people take, watch and send video clips on their phones, as well as swap data much faster than with 2G networks like GSM. People with 3G phones in the UK can already download football and music clips on their handsets.\\n\\nSome 1,000 fans of the London-based band will have to pay five pounds for a ticket and need a 3G handset.\\n\\n\"Once you have paid, you can come and go as much as you like, because we expect the customers to be mobile,\" said 3 spokesperson Belinda Henderson. \"It\\'s like going to a concert hall, except that you are virtually there.\" The company behind the trial hopes to learn more about how people use their video phones. \"We are looking on how long people will stay on average on the streams. Some people may stay the whole time, some may dip in and out,\" said Ms Henderson. \"We actually expect people to dip in and out because they are mobile and they will be doing other things.\" 3 is looking to music as a way of persuading more people to take up the latest video phones. It is already planning regular gigs throughout 2005. And during the intermission, of course, you would still be able to make a phone call.\\n',\n", + " 'Yukos bankruptcy \\'not US matter\\'\\n\\nRussian authorities do not have to abide by any US court decisions taken with regard to troubled oil giant Yukos, a Houston court has been told.\\n\\nLegal expert William Butler said there was no treaty between the US and Russia to recognise the other\\'s legal rulings. That meant Moscow would not have to adhere to US rulings in the Yukos case. Yukos says a US court was entitled to declare it bankrupt before its Yugansk unit was sold, since it has a US subsidiary and local bank accounts.\\n\\nYukos made its surprise Chapter 11 bankruptcy filing in Houston in December in an unsuccessful attempt to halt the auction of Yugansk, its main oil producing unit, by Russian authorities. Yugansk was sold to help pay off a $27.5bn (£14.5bn) back tax bill. It was bought for $9.4bn by a previously unknown group, which was in turn bought by state-controlled oil company Rosneft. The US court\\'s jurisdiction has been challenged by Deutsche Bank and Gazpromneft, a former unit of Russian gas monopoly Gazprom which is due to merge with Rosneft. Deutsche Bank maintains the case has no place in a US court because Yukos has no assets in the US, apart from two bank accounts and a house in Houston owned by its chief finance officer Bruce Misamore. Deutsche Bank is involved in the case because it is itself being sued by Yukos. It had agreed to loan Gazpromneft the money to bid for Yugansk. US bankruptcy judge Letitia Clark, who issued an injunction in December to try and prevent the Yugansk sale, has said she will rule \"pretty promptly, however I do not anticipate ruling on it before next Tuesday\".\\n\\nYukos has claimed it sought help in the US because other forums - Russian courts and the European Court of Human Rights - were either unfriendly or offered less protection. It has claimed that Russia imposed the huge tax bill and forced the sale of Yugansk as part of a campaign to destroy Yukos and its former owner Mihkail Khodorkovsky, who is facing a 10-year prison term in Russia for fraud and tax evasion. Yukos\\' parent company, the Gibraltar-based Menatep Group, is suing Russia in Europe for $28.3bn in financial damages. The company is also seeking $20bn in a separate US lawsuit against Rosneft and Gazprom for their role in the sale of Yugansk.\\n',\n", + " 'Brando \\'rejected Godfather role\\'\\n\\nLate film star Marlon Brando is said to have repeatedly turned down his Oscar-winning role in The Godfather.\\n\\nThe actor\\'s friend Budd Schulberg told Vanity Fair magazine that Brando\\'s assistant suggested he read the novel. The actor repeatedly refused, throwing the book at her and saying: \"For the last time, I won\\'t glorify the mafia\". But Brando, who died last July at the age of 80, eventually took the role of Don Corleone, winning him an Oscar in 1973 which he notoriously refused. The actor sent a young woman dressed in Native American costume to refuse the award on his behalf and to draw attention to the plight of Native Americans.\\n\\nSchulberg told the magazine that Brando\\'s assistant realised the film star had warmed to the idea of The Godfather role when he sported a drawn-on pencil moustache and asked: \"How do I look?\" His assistant, Alice Marchak, said that he looked like George Raft, an actor famed for playing gangsters on the silver screen. Every time she went to see Brando from then on, she added, he was wearing a different gangster-style moustache. Brando was asked to screen test for the role in The Godfather, as studio executives were said to be reluctant for the actor to play the part following problems on the set of Brando\\'s previous film Mutiny on the Bounty . In fact Brando\\'s Academy Award triumph revived his career. The actor was nominated for an Oscar the following year for his role in Bernardo Bertolucci\\'s Last Tango in Paris. Before his death, Brando granted gaming company Electronic Arts the rights to use his voice and image in a video game based on the Godfather film and book and recorded voice-overs which closely resembled his role as Don Corleone. Brando\\'s co-stars from The Godfather, James Caan and Robert Duvall, will also reprise their roles for the video game, it was confirmed on Wednesday.\\n',\n", + " 'Khodorkovsky quits Yukos shares\\n\\nJailed tycoon Mikhail Khodorkovsky has transferred his controlling stake in oil giant Yukos to a business partner.\\n\\nMr Khodorkovsky handed over his entire 59.5% stake in holding company Group Menatep - which controls Yukos - to Leonid Nevzlin. A close ally of the ex-Yukos boss, Mr Nevzlin is currently based in Israel. Mr Khodorkovsky handed over his stake after the forced sale of Yukos\\' core oil production unit, Yuganskneftegaz to pay a giant tax bill.\\n\\nYuganskneftegaz was sold off at auction in December last year, eventually falling into the hands of state oil firm Rosneft in a deal worth $9.4bn (£5bn). \"Since the sale of Yuganskneftegaz, I have been delivered of (all) responsibility for the business that remains and the group\\'s money as a whole,\" Mr Khodorkovsky said. \"It is all over. As before, I see my future in public activity to build a civil society in Russia.\" Mr Nevzlin is Yukos\\' largest shareholder but is living in self-imposed exile in Israel. Yuganskneftegaz pumps around 1 million barrels of oil a day. It was sold by the Russian authorities to recover government tax claims against Yukos totalling over $27bn. Previously considered to be Russia\\'s richest man, with an estimated fortune of $15bn, Mr Khodorkovsky is currently on trial for fraud and tax evasion following his arrest in October 2003. However, the charges are widely seen as politically motivated and part of a drive by Russian President Vladimir Putin to rein in the country\\'s super-rich business leaders, the so-called oligarchs. It is also believed that Mr Khodorkovsky was particularly targeted because he had started to bankroll political opponents of Mr Putin.\\n',\n", + " 'Trade gap narrows as exports rise\\n\\nThe UK\\'s trade gap narrowed in November, helped by a 7.5% rise in exports outside the European Union.\\n\\nAccording to the Office for National Statistics, the difference between what the UK exported and imported was £3.1bn ($5.8bn), down from October\\'s £3.6bn. Overall UK exports - including both goods and services - rose by more than 3.2% to £24.8bn, although total imports rose again to a new record of £27.9bn. The deficit for goods alone was £4.6bn, down from October\\'s £5bn. During November the UK exported £16.9bn worth of goods, but imported £21.5bn. The cumulative deficit for the first eleven months of 2004 now stands at £36.3bn, £4.5bn higher than the same period in 2003.\\n\\nNovember saw an improvement in export levels to both the European Union and the rest of the world, the Office for National Statistics (ONS) said. EU exports rose 2%, fuelled by an increase in sales of chemicals. Non-EU exports shot up 7.5%, with growth seen across a range of manufacturing sectors including cars, consumer durables and chemicals. The export boost offset a 1% rise in imports. Non-EU imports rose 3%, but the growth in goods entering the UK from the EU slowed to 0.5%.\\n\\nThe UK\\'s deficit with the EU fell to £1.9bn from £2.1bn, while its non-EU shortfall dropped to £2.7bn from £2.9bn in October.\\n\\nThe country\\'s surplus on trade-in-services remained steady at £1.5bn for the fifth month in a row. Paul Dales, UK economist for Capital Economics, said the figures represented an improvement on recent months. However, he stressed that the long-term prognosis for exports was still uncertain. \"The figures are a lot better than expected but the trend still remains poor,\" he said. \"There have been some very encouraging signs that the UK export recovery is starting to take hold. But there is a danger that this could be held back by the ongoing weakness of domestic demand on the continent.\"\\n',\n", + " 'Greer attacks \\'bully\\' Big Brother\\n\\nGermaine Greer has criticised Celebrity Big Brother\\'s \"bullying\" of housemates after quitting the reality TV show.\\n\\nShe said \"superior\" bullying tactics, like making housemates cold and hungry, could encourage playground bullying. She also condemned the \"complete irresponsibility\" of adding Brigitte Nielsen\\'s former mother-in-law Jackie Stallone to the house on Monday. Nielsen had panicked that if she reacted badly it could harm her access to her children, Greer said. The feminist writer and broadcaster said Big Brother had behaved \"like a child rather than a parent\" by taunting contestant John McCririck after denying him a cola drink. \"I thought it was actually demonstrating the role of taunting in the playground and there are so many children whose lives have actually been destroyed by taunting in the playground,\" Greer said. She also said that her fellow housemates had publicity-seeking \"agendas\".\\n\\n\"I had no idea who would be in here and it\\'s wrong for me to present myself in the same context as they are.\" Media observers had been surprised by Greer\\'s initial decision to join the third celebrity version of the Channel 4 reality TV show, given that she has written critical articles about the format in the past. As she packed her suitcase to leave the house she told fellow housemates: \"I\\'m leaving over specific issues, but best for everyone if I don\\'t discuss them. \"I have a problem with decisions, I make them fast and when I make them, I stick to them.\" Greer had earlier failed to persuade other contestants to stage a naked protest against Big Brother.\\n\\nOther celebrities to walk out of a reality show TV include Sex Pistol John Lydon, former EastEnders actress Danniella Westbrook and ex-E17 singer Brian Harvey who all left I\\'m A Celebrity... Get Me Out Of Here. Previous Big Brother housemates to leave before their time were Sunita Sharma and Sandy Cumming from the third series of the non-celebrity version of the show.\\n\\nVOTE Was Germaine Greer right to leave Celebrity Big Brother? Yes No Results are indicative and may not reflect public opinion\\n\\nHappy Mondays dancer Bez is now 2-1 favourite to win the show, followed by Blazin\\' Squad singer Kenzie at 5-2 and actor Jeremy Edwards at 4-1. Ladbrokes spokesman Warren Lush said that the series was still \"wide open\", adding that the last 24 hours had also seen a rush of bets on McCririck slashing his odds to 8-1. DJ Lisa I\\'Anson is the outsider with odds of 40-1, while Jackie Stallone, who joined the house on Monday, is also one of the less popular housemates at 20-1. The first eviction of the series has now been postponed after Greer\\'s exit unexpectedly reduced the number of competitors. The eight remaining contestants are competing for a £50,000 prize, to be donated to the charity of their choice, if they survive a series of public votes. For every 50p vote cast by viewers by telephone or text during the programme\\'s run, 9p will go to a tsunami charity appeal.\\n',\n", + " 'Khodorkovsky ally denies charges\\n\\nA close associate of former Yukos boss Mikhail Khodorkovsky has told a court that fraud charges levelled against him are \"false\".\\n\\nPlaton Lebedev has been on trial alongside Mr Khodorkovsky since June in a case centring around the privatisation of a fertiliser firm. The pair claim they are being punished by the authorities for the political ambitions of Mr Khodorkovsky. Mr Lebedev said there were \"absurd contradictions\" in the case. Opening his defence, he said he could not see the legal basis of the charges he faced, which also include allegations of tax evasion. \"To my embarrassment, I could not understand the file of complaints against me,\" he told a Moscow court. Mr Lebedev headed the Menatep group, the parent company of Yukos.\\n\\nMr Lebedev and Mr Khodorkovsky, who each face a possible 10 year jail sentence if convicted, will be questioned by a judge over the next few days. Mr Khodorkovsky began his testimony last week, telling the court that he objected to the way that the \"running of a normal business has been presented as a work of criminal fiction\". The charges are seen by supporters as politically motivated and part of a drive by Russian President Vladimir Putin to rein in the country\\'s super-rich business leaders, the so-called oligarchs. Yukos has been presented with a $27.5bn (£13bn) tax demand by the Russian authorities and its key Yugansk division was auctioned off to part settle the bill. The company\\'s effort to gain bankruptcy protection in the US - in a bid to win damages for the sale - were dismissed by a court in Texas.\\n',\n", + " 'Japan turns to beer alternatives\\n\\nJapanese brewers are increasingly making money from beer-flavoured drinks rather than beer itself\\n\\nBeer and spirits are heavily taxed in Japan, driving breweries to search for alternatives. Japan\\'s long economic downturn helped drive the trend, as drinkers looked for cheaper opportunities to drown their sorrows. Now, according to Asahi Breweries, the market for so-called \"beer-like\" drinks is set to grow 84% this year.\\n\\nAsahi is predicting profits to rise 50% in 2005 as it launches a drink based on soybean peptides rather than malt. The chosen name, \"Shinnama\" or \"new draft\", disguises its non-beer nature. But despite a record profit in 2004 of 30.6bn yen ($291m; £154m), up 31.8% on the previous year, Asahi is coming late to the market. Key rival Sapporo is already well-established with the beer-flavoured \"Draft One\". Suntory, meanwhile, is doing well with \"Super Blue\", which combines happoshu - an existing low-cost beer alternative made with malt and seawater - and shochu, a distilled alcohol derived from sweet potatoes or barley. Happoshu has been a mainstay of brewery profits for years, taking over from beer thanks to its low tax and therefore low cost. Kirin, the fourth big name, is launching its own \"third-type\" drink in April.\\n',\n", + " 'French honour for director Parker\\n\\nBritish film director Sir Alan Parker has been made an officer in the Order of Arts and Letters, one of France\\'s highest cultural honours.\\n\\nSir 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.\\n\\nA 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\".\\n',\n", + " 'Brown shrugs off economy fears\\n\\nGordon Brown is to freeze petrol duty increases, fund a £1bn package to avoid big council tax rises and boost childcare and maternity leave.\\n\\nIn an upbeat pre-Budget report, he slightly increased borrowing but insisted economic targets would be met. The chancellor also hailed the longest period of growth in UK \"industrial history\" but denied he was \"gloating\". But Oliver Letwin, for the Tories, attacked government red tape and debt, dubbing Mr Brown \"Sir Wastealot\".\\n\\nThe shadow chancellor said Mr Brown\\'s \"golden rule\" had \"turned to dross in his hands\" and said he was borrowing to spend, not invest, with predicted debt over the coming years totalling £170bn. Mr Letwin told MPs: \"The tide is going out on the chancellor\\'s credibility. He is spending, borrowing and taxing so much because he is not getting value for taxpayer\\'s money.\"\\n\\nVincent Cable, for the Liberal Democrats, accused Mr Brown of ducking tough choices.\\n\\nHe said: \"Last week the prime minister gave us the politics of fear; this week the chancellor has offered the economics of complacency. \"There are serious challenges ahead from the falling dollar and from the rapid downturn in the UK housing market and rising personal debt. But they have not been confronted.\" Mr Brown rejected the Lib Dem\\'s call to open up the government\\'s books to the National Audit Office, saying decisions on tax and spending should be made by ministers. Some economists say his forecasts on public finances are wishful thinking. BBC economic editor Evan Davis said the figures were plausible but also a gamble.\\n\\nMr Brown\\'s insistence he was not \"gloating\" was a pointed rebuttal of a warning from new European Commissioner Peter Mandelson. In his speech, he set out a 10-year childcare strategy for if Labour wins the next election.\\n\\nIt includes a £285m cash injection to extend paid maternity leave from six months to nine, with parents able to transfer leave from the mother to the father. He also promised to increase free nursery education for three and four-year-olds to 15 hours from April 2007. And funds would be provided to keep schools open from 0800 to 1800GMT to look after children while their parents were at work. Taken together, the measures would create a \"welfare state that is truly family-friendly for the first time in its history\", said Mr Brown. He also announced a cash hand-out for older pensioners, with payments of £50 for the over-70s as part of the winter fuel allowance. In a move ministers say should keep council tax rises below 5% next year, the chancellor said he was providing an extra £1bn for local councils. The money is expected to come from government departments such as health and education.\\n\\nMr Brown said he was set to meet his two fiscal rules - to borrow only to invest and keep debt \"low and sustainable\" - both in this economic cycle and the next. Borrowing figures for 2003/4 are £35bn - £2.5bn less than the £37.5bn predicted in March\\'s budget, as already announced by the Office for National Statistics. Borrowing is tipped to fall to £31bn by 2005/06 - but that is still £2bn more than Mr Brown predicted in his March budget. Inflation would be 1.75% next year and 2% in the years to follow, Mr Brown forecast. He also pledged an extra £105m for security and counter-terrorism. Business groups have welcomed efforts to improve competitiveness and invest more in skills and innovation. But there worries about the costs of more family-friendly working. Simon Sweetman, from the Federation of Small Businesses, said: \"The proposals on maternity leave have clearly been made with a general election in mind and with little thought to the impact on small employers.\"\\n',\n", + " 'Calder fears for Scottish rugby\\n\\nFormer Scotland international Finlay Calder fears civil war at the SRU could seriously hamper his country\\'s RBS Six Nations campaign.\\n\\nFour members of the executive board, including the chairman, David Mackay, have resigned after a simmering row. And Calder said: \"This is terrible news for every level of Scottish rugby. \"David is a successful businessman and I thought that if anybody could transform the negative atmosphere and rising debt level, it was him.\" Mackay\\'s executive board has been in a power struggle with the general committee, which contains members elected by Scotland\\'s club sides. \"He has been driven out by people who seem happier waging civil war than addressing the central issue that professional rugby can\\'t be run by amateurs,\" said Calder.\\n\\n\"In fact, I don\\'t understand why we are still having this argument 10 years after professionalism arrived. \"But I don\\'t believe the rest of the SRU will take this lying down. \"I think the banks will be dismayed at this decision and, ultimately, it is them who pull the strings. \"So I wouldn\\'t be surprised if they reviewed their position. But, in the wider picture, what message does this send out?\" He thought the work of Scotland\\'s coaches, who have been attempting to arrest the decline of the national side, would be made much more difficult. \"Matt Williams and Willie Anderson must be wondering, \\'what have we walked into here?\\'\" said Calder. \"And we can now expect weeks of arguments and acrimony just at a time when we should be looking forward to the Six Nations Championship. \"I am very, very disappointed, more than you can imagine. Why do so many Scots have this knack of turning on each other when the going gets tough?\"\\n',\n", + " 'Wenger steps up row\\n\\nArsene Wenger has stepped up his feud with Sir Alex Ferguson by claiming the Manchester United manager is guilty of bringing football into disrepute.\\n\\nThe pair\\'s long-running row was put back in the headlines on Saturday when Ferguson said his Arsenal counterpart was \"a disgrace\". Wenger initially refused to bite back, saying only: \"I will never answer any questions any more about this man.\" But now he claims Ferguson should be punished by the Football Association. The latest twist in the Ferguson-Wenger saga came on Saturday when the United boss, in an interview with The Independent newspaper, discussed the events after the game between the two sides in October. United won 2-0 that day, at Old Trafford, but the game was followed by a now notorious food fight which saw Ferguson\\'s clothes covered in soup and pizza. The sides meet again at Highbury on 1 February. \"In the tunnel Wenger was criticising my players, calling them cheats, so I told him to leave them alone and behave himself,\" Ferguson said on Saturday. \"He ran at me with hands raised saying \\'what do you want to do about it?\\' \"To not apologise for the behaviour of the players to another manager is unthinkable. It\\'s a disgrace, but I don\\'t expect Wenger to ever apologise, he\\'s that type of person.\"\\n\\nThose allegations were put to Wenger after Saturday\\'s game at Bolton, which Arsenal lost to slip 10 points behind Chelsea in the title race. At first he said only: \"I\\'ve always been consistent with that story and told you nothing happened. \"If he has to talk, he talks. If he wants to make a newspaper article, he makes a newspaper article. \"He doesn\\'t interest me and doesn\\'t matter to me at all. I will never answer to any provocation from him any more. \"He does what he likes in England anyway. He can go abroad one day and see how it is.\" But later on Saturday, according to The Independent, Wenger spoke to a smaller group of reporters and expanded on his reaction. \"I have no diplomatic relations with him,\" the Arsenal boss is quoted as saying. \"What I don\\'t understand is that he does what he wants and you (the press) are all at his feet.\\n\\n\"The situation (concerning the food fight) has been judged and there is a game going on in a month. \"The managers have a responsibility to protect the game before the game. But in England you are only punished for what you say after the game. \"Now the whole story starts again. I don\\'t go into that game. We play football. I am a football manager and I love football above all ... no matter what people say.\" Reminded that Ferguson called him \"a disgrace\", Wenger added: \"I don\\'t respond to anything. In England you have a good phrase. It is \\'bringing the game into disrepute\\'. \"But that is not only after a game, it is as well before a game.\"\\n\\nFerguson had also claimed that United chief executive David Gill and Arsenal vice-chairman David Dein had agreed at boardroom level not to discuss the incident in public. But Ferguson added: \"In the ensuing weeks all you got was a diatribe from Arsenal about being kicked off the pitch and all that nonsense. Gill phoned Dein three times to complain but nothing was done. \"The return is on 1 February and they will come out with another diatribe. \"David Gill and I feel we should set the record straight because Arsenal have not written to us to apologise and we would not let that happen here.\" Meanwhile, the League Managers Association have offered to act as peacemakers in the hope of resolving the on-going row. During that stormy game in October, United striker Ruud van Nistelrooy caught Arsenal\\'s Ashley Cole with one particularly strong tackle. Wenger later accused Van Nistelrooy of \"cheating\" and was fined £15,000 and \"severely reprimanded\" by the Football Association. Ferguson admitted on Saturday that Van Nistelrooy\\'s tackle, which earned the Dutchman a ban, \"could have given (Cole) a serious injury\", but he believes Arsenal were the main aggressors.\\n\\n\"Wenger is always complaining the match was not played in the right spirit,\" he added. \"They are the worst losers of all time, they don\\'t know how to lose. Maybe it is just Manchester United, they don\\'t lose many games to other teams. \"We tend to forget the worst disciplinary record of all time was Arsenal\\'s up until last season. In fairness it has improved and now they are seen as paragons of virtue. \"But to Wenger it never happens, it is all some dream or nightmare.\"\\n',\n", + " 'Goldsmith denies war advice claim\\n\\nThe attorney general has denied his statement to Parliament about the legality of the Iraq war was drafted by Downing Street officials.\\n\\nLord Goldsmith said Lord Falconer and Baroness Morgan played no part in drafting the answer. He added the answer represented his view that the war was legal, but was not a summary of his advice to the PM. The government has resisted calls to publish the full advice, saying such papers are always kept confidential.\\n\\nIn a statement, Lord Goldsmith said: \"I was fully involved throughout the drafting process and personally finalised, and of course approved, the answer.\" He said the answer had been prepared in his office with the involvement of Solicitor General Harriet Harman, two of his own officials, three Foreign Office officials, a QC, Christopher Greenwood and the then Lord Chancellor, Lord Irvine of Lairg.\\n\\n\"No other minister or official was involved in any way.\" He suggested the claim that Lord Falconer and Lady Morgan had drafted the answer were the result of a mis-transcription of his evidence to the Butler Inquiry into pre-war intelligence. \"As I have always made clear, I set out in the answer my own genuinely held, independent view that military action was lawful under the existing (UN) Security Council resolutions,\" he said. \"The answer did not purport to be a summary of my confidential legal advice to government.\" Former foreign secretary Robin Cook said Lord Goldsmith\\'s admission that his parliamentary answer was not a summary of his legal opinion suggested Parliament may have been misled. \"The attorney general may never have presented his answer as a summary, but others certainly did,\" he said. \"What is clear from his statement today is that he does not believe that it was a full, accurate summary of his formal opinion.\"\\n\\nEarlier, Tony Blair dismissed questions about the attorney general\\'s advice, and said his Parliamentary statement had been a \"fair summary\" of his opinion. \"That\\'s what he (Lord Goldsmith) said and that\\'s what I say. He has dealt with this time and time and time again,\" Mr Blair told his monthly news conference in Downing Street. He refused to answer further questions on the issue.\\n\\nOn the question of whether such papers have always been kept confidential, Tory MP Michael Mates, who is a member of the Commons intelligence and security committee and was part of the Butler inquiry, told the BBC: \"That, as a general rule, is right, but it\\'s not an absolute rule.\" He said there had been other occasions when advice had been published, most recently regarding Prince Charles\\'s marriage plans. The government could not pick and choose when to use the convention, he said. Mr Mates added: \"This may be one of those special occasions... when it would be in the public interest to see the advice which the attorney general gave to the prime minister.\"\\n\\nThe claims about Lord Falconer and Baroness Morgan\\'s involvement were made in a book published this week by Philippe Sands QC, a member of Cherie Blair\\'s Matrix Chambers. He also says Lord Goldsmith warned Tony Blair on 7 March 2003 that the Iraq war could be illegal without a second UN resolution sanctioning military action.\\n\\nA short statement about Lord Goldsmith\\'s position presented in a written parliamentary answer on 17 March 2003 - just before a crucial Commons vote on the military action - did not suggest this. Former minister Clare Short, who resigned from the government over the Iraq war, said the ministerial answer was the same statement that was earlier shown to the cabinet as it discussed military action. She said the full advice should have been attached, according to the ministerial code, and demanded a Lords inquiry into the matter. The Conservatives and Liberal Democrats say they still want the publication of the full legal advice given by the Attorney General. Lib Dem foreign affairs spokesman Sir Menzies Campbell said Lord Goldsmith\\'s statement still did not clear up the outstanding issues. \"If his original advice of 7 March accepted that military action might be illegal, how was it that he resolved any such doubts by the time the Parliamentary answer was published on 17 March?\" he said. \"Only the fullest disclosure will now do.\"\\n',\n", + " \"Ray DVD beats box office takings\\n\\nOscar-nominated film biopic Ray has surpassed its US box office takings with a combined tally of $80m (£43m) from DVD and video sales and rentals.\\n\\nRay's success on DVD outstripped its $74m (£40m) US box office total, earning more than $40m (£22m) on the first day of the DVD's release alone. Ray has been nominated in six Oscar categories including best film and best actor for Jamie Foxx. The film recounts the life of blues singer Ray Charles, who died in 2004. In its first week on home entertainment release the film was the number one selling DVD, with the limited edition version coming in at number 11. Sony horror film The Grudge, starring Michelle Gellar, was the US' second best-selling DVD, with Jennifer Lopez and Richard Gere's romantic comedy Shall We Dance? at number three. Foxx's critically acclaimed performance as Ray has already earned him a Screen Actors Guild Award for best actor, as well as a prestigious Golden Globe. Ray director Taylor Hackford, responsible for the classic 1982 film An Officer and a Gentleman, has also received an Oscar nomination in the best director category. The film's three other Oscar nominations are for costume, film editing and sound mixing.\\n\",\n", + " 'Spain coach faces racism inquiry\\n\\nSpain\\'s Football Federation has initiated disciplinary action against national coach Luis Aragones over racist comments about Thierry Henry.\\n\\nIf found guilty Aragones could lose his job or face a fine of about £22,000. The federation had initially declined to take action against Aragones after comments he made during a national team training session in October. But its president Angel Maria Villar changed his mind after a request by Spain\\'s anti-violence commission. Aragones insisted the comments, made to Henry\\'s Arsenal club-mate Jose Antonio Reyes, were meant to motivate the player, and were not intended to be offensive.\\n\\n\"I never intended to offend anyone, and for that reason I have a very easy conscience,\" he said at the time. \"I\\'m obliged to motivate my players to get the best results. \"As part of that job, I use colloquial language, with which we can all understand each other within the framework of the football world. \" England\\'s players made a point of wearing anti-racism t-shirts when training before their friendly against Spain in Madrid last month.\\n\\nBut the storm increased following racist chanting by Spanish fans at England\\'s black players during the game, which Spain won 1-0. Spain\\'s minister of sport Jaime Lissavetzky was quick to give his backing to the Federation\\'s decision. \"Everyone who has a public function has to consider their declarations, and make sure they do not give a negative image,\" he said. \"We are going to have zero tolerance in questions of racism.\"\\n',\n", + " \"A question of trust and technology\\n\\nA major government department is without e-mail for a week, and technology analyst Bill Thompson wants to know what happened.\\n\\nA couple of weeks ago I wrote about how my girlfriend had suffered when her cable modem blew up and she was offline for several days. It seems that thousands of civil servants at the UK's Department of Work and Pensions went through the same thing last week. It has emerged that the internal network crashed in a particularly horrible way, depriving staff of e-mail and access to the application software they use to calculate people's benefit and pension entitlement or note changes in personal circumstances. Senior consultants from EDS, the computer firm which manage the system, and Microsoft, which supplied the software, were running around trying to figure out what had to be done to fix it all, while staff resorted to phone, fax and probably carrier pigeon to get work done. Fortunately the back-office systems which actually pay people their money were still working, so only new claims and updates were affected done properly. This is bad enough for those affected, but it does mean that the impact is not devastating for millions of pensioners. I am sure regular readers will be expecting one of my usual diatribes against poor software, badly specified systems and inadequate disaster recovery plans.\\n\\nAlthough the full story has not yet been told, it seems that the problem started when a plan to upgrade some of the computers from Windows 2000 to Windows XP went wrong, and XP code was inadvertently copied to thousands of machines across the network.\\n\\nThis is certainly unfortunate, but I have a lot of sympathy for the network managers and technology staff involved. Today's computer networks are large, complex and occasionally fragile. The interconnectedness that we all value also gives us a degree of instability and unpredictability that we cannot design out of the systems. It is the network equivalent of Godel's Theorem - any system sufficiently complex to be useful is also able to collapse catastrophically. So I will reserve judgment on the technology aspects until we all know what actually happened and whether it was a consequence of software failure or just bad luck. What is really disturbing, and cannot be excused, is the fact that it took four days for news of this systems failure to leak out into the technical press.\\n\\nIt is, without a doubt, a major story and was the second or third lead item on BBC Radio 4's Today programme throughout Friday morning.\\n\\nSo why did not the prime minister's official spokesman mention it at any lobby briefings before Friday? Why was not the pensions minister in Parliament to make an emergency statement on Tuesday, when it was clear that there was a serious problem? If there had been an outbreak of Legionnaire's disease in the air conditioning system we would have been told, but it seems that major technology problems do not merit the same treatment. While EDS and Microsoft will no doubt be looking for technical lessons to learn from their week of pain, we can learn some political lessons too. And the most important is that in this digital world, technology failures are matters of public interest, not something that can be ignored in the hope that nobody will notice, care or understand. That means we need a full report on what went wrong and what was done to fix it. It would be unacceptable for any of the parties involved to hide behind commercial confidentiality or even parliamentary privilege. A major system has evidently collapsed and we need to know what went wrong and what is being done differently. Anything less is a betrayal of public trust.\\n\\nBill Thompson is a regular commentator on the BBC World Service programme Go Digital.\\n\",\n", + " 'UKIP outspent Labour on EU poll\\n\\nThe UK Independence Party outspent both Labour and the Liberal Democrats in the European elections, new figures show.\\n\\nUKIP, which campaigned on a slogan of \"Say no to Europe\", spent £2.36m on the campaign - second only to the Conservatives\\' £3.13m. The campaign took UKIP into third place with an extra 10 MEPs. Labour\\'s campaign cost £1.7m, the Lib Dems\\' £1.19m and the Greens\\' £404,000, according to figures revealed by the Electoral Commission on Wednesday. Much of the UKIP funding came from Yorkshire millionaire Sir Paul Sykes, who helped bankroll the party\\'s billboard campaign. Critics have accused the party of effectively buying votes. But a UKIP spokesman said Labour and the Conservatives had spent £10m between them on the last general election. \"With the advantages of public money the others have, the only way the smaller parties can get their message across is by buying the advertising space,\" he added.\\n',\n", + " \"O'Sullivan keeps his powder dry\\n\\nWhen you are gunning for glory and ultimate success keeping the gunpowder dry is essential.\\n\\nIreland coach Eddie O'Sullivan appears to have done that quite successfully in the run-up to this season's Six Nations Championship. He decreed after the 2003 World Cup that players should have a decent conditioning period during the year. That became a reality at the end of last summer with a 10-week period at the start of the this season. It may have annoyed his Scottish, and in particularly Welsh, cousins who huffed and puffed at the disrespect apparently shown to the Celtic League. We will say nothing of Mike Ruddock ''poaching'' eight of the Dragons side that faced Leinster on Sunday. But, like O'Sullivan, he was well within his rights, particularly when you are talking about the national side and pride that goes along with it. The IRFU has thrown their weight behind O'Sullivan, who must be glad that in the main, there is centrally-controlled contracts. Bar Keith Gleeson who is just returning from a broken leg, everyone of O'Sullivan's squad is fit, fresh and standing at the oche ready to launch this season's campaign.\\n\\nBut I doubt whether O'Sullivan is going to gloat about the handling of his players. He is not that sort of person. However, he may look at the overworked and injury-hit England, Wales and France squads whose players have been overworked, and then pat himself on the back for his foresight. But there is still the question of turning up and transferring that freshness into positive results when the referee signals the start of the game. Already Ireland are being earmarked as hot favourites in many quarters to go the whole hog this season. A first Grand Slam since Karl Mullen's led the team to a clean sweep in 1948. With England and France visiting Lansdowne Road for the last time before the old darling is pulled down, everything looks perfectly placed. But in the days of yore that frightened the life out of any Irishman.\\n\\nUnder the burden of great expectations, Ireland have crumpled. Take the Triple Crown-winning side of 1985 under Mick Doyle. They were expected to up the ante further for a Grand Slam, only the second in Ireland's history. What happened in 1986? Whitewashed. You see, Ireland, in any sport, love to be downsized. Then they can go out and prove a point to the contrary. It is the nature of the beast. But O'Sullivan's side are very capable of proving a salient point this season. After their first Triple Crown for 19 years, they can live up to their success and take a further step up the ladder. O'Sullivan has kept faith and displayed loyalty to his players, and they have repaid him in spades ... and there is more to come. He has some old dogs in his squad, but he will come to this season's championship with a different box of tricks, and a new verve to succeed. Ireland can indeed succeed, but just whisper it.\\n\",\n", + " 'Scissor Sisters triumph at Brits\\n\\nUS band Scissor Sisters led the winners at the UK music industry\\'s Brit Awards, walking off with three prizes. The flamboyant act scored a hat-trick in the international categories, winning the best group, best album and best newcomer awards. Glasgow group Franz Ferdinand won two prizes, as did Keane and Joss Stone, who was voted best urban act by digital TV viewers. Robbie Williams\\' Angels was named the best song of the past 25 years. Scissor Sisters frontwoman Ana Matronic collected the best international album prize from singer Siouxsie Sioux. She told the audience: \"If you told us a year ago we would be getting these awards today we would have called you crazy. You guys made our dream come true.\"\\n\\nThe band - whose self-titled LP was 2004\\'s biggest-selling album - thanked \"all the members of the sisterhood\", adding: \"We wouldn\\'t be here without you.\" The US band, who opened the show with Take Your Mama, won the best international act and newcomer awards, as well as best international album.\\n\\nFranz Ferdinand, who were shortlisted in five categories, won best rock act and best British group, an award they dedicated to late DJ John Peel. But they missed out on best British live act, which went to Muse. Keane won best British album and breakthrough act. Will Young won the best single prize for Your Game. McFly won the best pop act prize, and Gwen Stefani picked up the best international female artist award. Eminem won the male prize.\\n\\nBest British male artist winner Mike Skinner - aka The Streets - does not usually attend award ceremonies, but the Birmingham hip-hop artist performed his hit Dry Your Eyes at the ceremony. However, he did not collect his prize. A bandmate informed the crowd Skinner was \"in the toilet\". After beating Amy Winehouse, Jamelia, Natasha Bedingfield and PJ Harvey to the best British female prize, Joss Stone said: \"I don\\'t know what to say. I don\\'t like doing this at all. I\\'d like to thank my family for being really supportive and everybody that made my record with me.\" \"I don\\'t even know what to do right now. Thank you all you guys for voting for me, I feel sick right now.\" Viewers of digital music TV channel MTV Base voted Stone the winner in the best urban act category.\\n\\nLittle Britain comedy duo Matt Lucas and David Walliams presented the best song prize to Robbie Williams dressed as his former Take That colleagues Gary Barlow and Howard Donald, leading him to quip he was \"always the talented man of the band\".\\n\\nWilliams\\' track beat songs by Will Young, Queen, Kate Bush and Joy Division in a vote by BBC Radio 2 listeners to mark 25 years of the UK music industry ceremony. It is his 15th Brit award, having already received 10 solo awards and four with Take That. He told the audience: \"I\\'m just amazed that my career keeps going.\" Keane frontman Tom Chaplin thanked fans for enduring \"rubbish gigs\" after they won the British breakthrough act prize. He added: \"A lot of people don\\'t think it\\'s cool that we\\'ve had the guts to be ourselves but it\\'s a vital part of who we are as a band and receiving this is recognition of that.\"\\n\\nNatasha Bedingfield - in the running for best British female and best pop act - performed with her brother Daniel for the first time at Wednesday\\'s event.\\n\\nThe chart-topping siblings duetted on the Chaka Khan hit Ain\\'t Nobody. Meanwhile, Joss Stone performed Right To Be Wrong backed by a gospel choir, while Lemar and Jamelia performed the Robert Palmer track Addicted To Love. Bob Geldof won a prize for his outstanding contribution to music. Of the 15 Brit awards for achievements in 2004, 10 were won by artists tipped in the BBC News website\\'s Sound of 2004 list of artists to watch, published at the start of last year. Scissor Sisters, Franz Ferdinand, Keane, Joss Stone and McFly were all in the Sound of 2004 top 10. The other five Brits winners were already established before Sound of 2004 was compiled. The ceremony will be televised on ITV1 on Thursday.\\n\\n\\n\\nI\\'m speechless. Best song of the last 25 years? Yeah right.\\n\\nI very much doubt that \\'Angels\\' was even the best song of the week that it came out. Like every track Robbie has released as a single, it\\'s a blatant but poor facsimile of something that someone else has done better before.\\n\\nGive us a break...!!!\\n\\nBest song in 25 years, you must be joking. Its good if you like that sort of thing, but really!\\n\\nListened to Angels on Radio 1 this morning when I was driving into work. Had not heard it for a while. I love Robs voice, the lyrics and tune. Perfection!\\n\\nAs usual, the public have short memories when it comes to voting for \"the greatest\". There must be more than a dozen songs in the last 25 years that deserve this award more. It\\'s not exactly groundbreaking. Presumably, the age range that could be bothered to vote is is pretty low...\\n\\nI\\'m actually embarrassed to be British if that is the best song we have produced in the last 25 years!!\\n\\nWhat about The Specials - Ghost Town, The Buzzcocks - Ever Fallen in Love With Someone... Happy Mondays - Kinky Afro, McAlmont & Butler - Yes, Joy Division - Love Will Tear Us Apart... Angels is middle-of-the-road rubbish.\\n\\nAngels is a awful piece of sentimental claptrap. It\\'s musically and lyrically inept; and fantastically overrated, a bit like Mr Williams himself. This result isn\\'t very surprising though, The Brits has a long history of celebrating rubbish music!\\n\\nBest of the last 25 years? Maybe. Cunning to make the timescale not include Stairway to Heaven or Bohemian Rhapsody, but it does kind of make it a bit of a hollow award really. Not much competition in the last 25 years after all.\\n\\nIt\\'s alright for a pop song - but the best song of the last 25 years???\\n\\nThere is no way on earth that song should have been voted the best of the last 25 years....it\\'s a travesty.\\n\\nRubbish! Who voted it for it to be included in any list? I am a regular listener to Radio 2 but I don\\'t recall the invitation to vote for this bland, slushy rubbish which might appeal to the masses who wouldn\\'t know a good song if it jumped up and bit them on the nose but is certainly NOT the best song of the last 25 years. How depressing and just when we thought manufactured \\'pop\\' was on the way out - where on earth did this dreadful list appear from?\\n\\nWhile I am biassed in that I thought Love Will Tear Us Apart should have won, in all seriousness, I think that the best song of the last 25 years should not include songs less than 5 years old as that would exclude songs which are popular because of novelty. Then again, well done Robbie, good show.\\n\\nYou\\'ve got to be kidding.\\n\\nAngels is a great song, but not the best song of the last 25 years. Only the best song to be up for nomination at the Brits.\\n\\nI think Angels is a great song and deserved to be in the run up for this award but I don\\'t think its the best song from the past 25 years! Right enough, it is better than some of the others in this catergory, for example, what was Will Young doing being nominated in the first place - he is alright but the song isn\\'t that good! I\\'m happy for Robbie himself though!\\n\\nBest song in the last 25 years? What a Joke! Think of all the great rock and pop songs released in the 80s and pretty much all of them are better than Angels. Phil Collins doesn\\'t deserve awards for all the good songs he wrote? Angels is an overrated song, that got tiresome even before you had finished listening to it. Soppy rubbish at best. Hopefully manufactured rubbish will die down soon, and let the real artists who worked hard for there glory receive awards.\\n\\nSo boringly obvious and typical of the bland nature of mainstream music in Britain today, for me it\\'s proof that music and democracy just don\\'t mix. Still, at least it wasn\\'t Will Young...\\n\\nOh it\\'s all just a bit of fun. People take these awards too seriously! Robbie has millions of loyal fans, while even non-fans know the words to angels. Him winning obviously reflects who votes in these awards. Personally I wanted Will Young to win, but that was not really due to his musical talent!\\n\\nI hate the song, all it brings back is memories of school discos and no-one to slow-dance with!\\n\\nI agree about Angels. I never get fed up hearing it. Whenever the song comes on the radio I turn the radio up, smile and sing along (very badly, that is why the radio has to be turned up to drown my voice out). The song makes me calm and serene and happy. Well done Robbie.\\n\\nI think that although Robbie Williams is a good performer, that Angels isn\\'t really that good a song. It certainly isn\\'t anywhere near as good as Love Will Tear Us Apart by Joy Division or Wuthering Heights by Kate Bush.\\n\\nAngels is a fantastic song. All credit to Robbie Williams and Guy Chambers. It\\'s a song that will be played forever and bridges all age groups.\\n\\nRobbie did in no way deserve that mantle. Whenever we have these awards it is always \\'artists\\' from the past five years that seem to win the best of the best...We forget about the late 80s and early 90s for example. They weren\\'t cool at the time, but because they are cool again now shows that the songs have greater longevity than people think.\\n\\nYes Angels is the best song since the past 25 years, because it touches the soul as it carries a lot of meaning.\\n\\nI\\'ve always disliked Angels intensely. I believe it to be symbolic of the general capacity of British pre-teens, teens and middle aged women to accept low quality/ low aspirational music as \"classic\" songwriting. It\\'s \\'orrible. It seems obvious to me that people who like Robbie are people who don\\'t particularly like music all that much. Folks without collections; folks who have never engaged in that madness one experiences when falling under the spell of pop music. Angels adds nothing - it is merely an irritating distraction - a wasp that refuses to go away on a summer\\'s afternoon picnic. What a dreadful result. If you voted for it - you should feel ashamed of yourself - you probably only know a dozen songs or so don\\'t you - so where do get off applying this uninformed filter and casting this ridiculous vote. Booo hisss\\n\\nAngels, best song? You are kidding, right? Last five years I might be willing to accept, but 25, no way. Did whoever voted for this actually have ANY music knowledge prior to, say, 1995? Really quite insulting to the British music industry of the past quarter of a century.\\n\\nNo surprise about Robbie Williams considering the list. Where on earth did the nominations list come from???? Compiled by an eleven year-old girl perhaps?? I mean, Will Young? Come on.\\n\\nWhat a load of crap, best song in the last 25 years - I don\\'t think so!! What about all the REAL artists out there over the last 25 years - the list is endless, but Robbie Williams doesn\\'t even come close.\\n\\nWhat a joke. That song has become such a bane to me that I have developed a Pavlovian response to the word \\'Angels\\' where I thrash around, and scream \"no no no no no\" until someone tells me \"the radio\\'s off\". Why a half-baked cheesy ditty like Angels, which has become the anthem for millions of romantic sops (think how many times it was sung on Pop Idol for example, and by whom), should be voted the best song of the past 25 years, is beyond me. If this is the song against which all others are judged, then musicians may as well give up.\\n\\nWhy do we reward mediocrity so highly in this country?? The initial list was very weak anyway, but Angels the best song of the last 25 years!!!! I think not, I didn\\'t realize Radio 2 had so many listeners under the age of 10!!\\n\\nPeople have such short memories! A great song yes, but the best of the last 25 years? Not a chance. I think the person as opposed to the song has been voted for here.\\n\\nThe Great British Public at work again. It\\'s a mediocre, sentimental and safe song. Granted, it\\'s not too bad, either. But can it stand up against ANYTHING by The Smiths (in particular \"How Soon is Now?\") or anything from the Stone Roses\\' first album? Nope.\\n\\nNo, Because I\\'m not female and I\\'m not 10!\\n\\nOk I like Robbie and Angels is a decent song. But it is no way the best song of the past 25 years! The shortlist wasn\\'t great but him winning it is a joke!\\n\\nPredictable and laughable.\\n\\nThe success of Angels at this years Brits reflects poorly on the state of British music over the last 25 years. The British public are brainwashed by the corporate pulp that is presneted to them as cutting edge music and true talent is being sadly missed. Whilst Angels is a popular song it is not even the best song in Robbie\\'s repertoire never mind best song of the last 25 years.\\n\\nI am a huge Robbie fan and love that song. But I think there are a lot more outstanding songs / music out there that influenced music today, unfortunately they were left out of the list.\\n\\nHave Radio 2 listeners even heard of Joy Division? A band who, through two albums, have had a bigger impact on music, and continue to do so, over the last 25 years than Robbie Williams ever will.\\n\\nNo doubt about it. There\\'s not a song done by anyone with more emotion and feeling. Some people will adopt their slightly snobby stances, but Angels has hit home with a far larger audience than any other song.\\n\\nIt should have been Joy Division.Those guys have played an influential part in shaping modern day music while Angels remains yet another pop song. I sincerely do not believe that in 25 years from now, the most influential artists will argue that Robbie Williams inspired their art in the way that the Byrds, the Beatles and Nick Drake have done for music today.\\n\\nYes!! I think its a brilliantly written song with different meanings to different people. There were other great songs in the category... but somebody had to win! Robbie was a deserved winner.\\n\\nI am astounded that such a second-rate record has beaten such a line up of amazing songs! it\\'s a terrible song, voted for by the masses who don\\'t have the brains to appreciate innovative and exciting music.\\n\\nThe best song of the past 25 years? Really? Come on, this is surely a joke? No? I think I need a long lie down...\\n\\nIt just goes to show that the british public do not have a clue about good quality music when they pick Robbie Williams over the beautifully talented Kate Bush and Joy Division. I suppose it\\'s confirmed one thing - the British public are consistently dull :- <(\\n\\nNo offence Robbie, but pleeease! There must be a thousand better songs than a formulated cheesy pop song for kids. No one agrees with this and quite frankly it is an embarassment to the integrity of British music, and a further nail in the coffin!\\n\\nI think Robbie deserves it, he has been the most iconic of any stars we have had in Britain since John Lennon and is an idol to millions worldwide. Anybody who says he doesn\\'t deserve it is jealous of his success. The only real challenger was Queen but hey, Another One Bites the Dust!!\\n\\nObviously all the Karaoke singers in the UK voted for it.\\n\\nIf this is the best song of the last 25 years then the British Music industry is in trouble. Sure Robbie is talented and produces excellent material, but this is not the best record.\\n\\nA sad day for music\\n\\nIt\\'s not the type of music I normally like, but even as a diehard rock fan, I recognise that it is a good song and appelas to most people. That\\'s why it has been voted best song of the last 25 years. It\\'s a good all-rounder. Just like Robbie.\\n\\nBest song in 25 years? Since 1980? I\\'m confused. \"Angels\" isn\\'t a bad song. It\\'s a nice, catchy, formulaic anthem that ticks all the boxes. But this is not great music. If anything it\\'s regressive. Bland even. I suppose it\\'s just more evidence of how redundant the Brit Awards have become.\\n\\nGranted angels is a good song, however it really wasn\\'t up against any other proper competition. The Queen\\'s song was lackluster, and apart from Kate Bush, the other choices were pathetic! Also, why weren\\'t the Stones there, David Bowie, etc, there are so many greater songs than Angels...I wonder if it was simply the fact that Robbie wasn\\'t getting more awards so they had to make one up for him!\\n\\nBest song of the last 25 years? What a ridiculuous concept, and an even more ridiculous winner. Sigh. On the upside, at least it wasn\\'t Bohemian Rhapsody, for which we should all be thankful.\\n\\nAngels is without doubt a great song but I really don\\'t think it deserves the title of best song in 25 years.perhaps the vote had more to do with teenage opinion on Robbies\\' goodlooks than the actual song!!! Don\\'t get me wrong, I\\'m not disputing his looks, but there are more deserved winners.\\n\\nIt would have been a travesty had Angels not won. Without Angels, Robbie Williams may well not be where he is now, and Britain would have been deprived of one of its most charismatic and talented performing artists. It has to be seen performed live, with 125,000 people singing along to be fully appreciated. Well done Rob.\\n\\nI find it hard to believe that \\'Angels\\' is the best we have to show for the past 25 years! I\\'m rapidly redifining \\'best\\' in my own head now to mean \\'most gratuitously played at weddings and funerals because people think it has deep meaning\\'. What about Britpop? Blur, Oasis, Suede, Pulp... not only making fantastic songs but also making changes, doing something different. Why must \\'best\\' always come down to most commercially popular?\\n\\nI\\'ve nothing against Robbie, I actually like his music, but how can this possibly be the best song from the last 25year? The Brits has proved to be nothing more than a bargaining tool between the pop moguls to boost band profiles and record sales. The same goes with the Scissor Sisters, I think this is a superb record and thoroughly deserves the newcomer award, but the album comes no where near U2\\'s new record, neither are they in the same league. Once again there have been some baffling discisions made, they are not for artisic reasons, but for profit.\\n\\nNo surprise really, it\\'s voted for by the general public. Since when did they have taste in music?\\n\\nPersonally I find Angels by Robbie Williams to be one of the most irritating songs I have ever heard!\\n\\nIt absolutely deserved to win. It is a song that has united the generations and will continue to be played for many years to come.\\n\\nIt\\'s an absolute joke, however most of the original 25 were very poor choices as well. All in all a pretty pointless exercise !\\n\\nThe song is overplayed and oversentimental. Out of the rather poor five choices that were left, it should have gone to either Joy Division or Queen. I suppose we should be thankful that it didn\\'t end up in the hands of Will Young though.\\n\\nAlthough it has nostalgia value, there is no way it deserved to win. Everybody knows the words to Bohemian Rhapsody, Nothing Compares 2 U, etc. Much better songs and more timeless. Give it to someone with real talent.\\n\\nAlthough Angels is a good song I think that anyone with the slightest musical taste will realise that this is not the best song of the last 25 years. This is just another example of record company manipulation to keep an artist in the public eye. Why not give him an award for the greatest pair of trousers if that\\'s all it means!\\n',\n", + " 'Zambia confident and cautious\\n\\nZambia\\'s technical director, Kalusha Bwalya is confident and cautious ahead of the Cosafa Cup final against Angola on Saturday in Lusaka.\\n\\nBwalya said: \"Nothing short of victory will do.\" However Bwalya warned his side not to be too complacent. \"I don\\'t want my team to be too comfortable or too sure of victory as it is going to be a difficult game. \"For me the main aim of the game is to enjoy and to win.\" Zambia have shown their determination to win this final by recalling nine of their foreign-based players. However the 41 year-old Bwalya, who became the oldest player to appear in the competition when he played and scored against Mauritius, is uncertain whether he will take to the field or not. The Chipolopolo fans however are not being so cautious with a \\'victory\\' concert already scheduled for after the match featuring some of the country\\'s top musicians. Both sides are hoping to win the competition for a record third time, and so keep the trophy for good. The Chipolopolo won the first two editions of the regional tournament for Southern African nations in 1997 and 1998. They were prevented from a third straight win by Angola who knocked out the Zambians at the semi-final stage in 1999. That victory for Angola also marked a first defeat in 14 years for Zambia at Lusaka\\'s Independence stadium, where Saturday\\'s game is being played. Angola named just four overseas-based players in their preliminary squad. The Palancas Negras have been unable to secure the release of many of their Portugal-based players.\\n',\n", + " 'Foxx and Swank take actors awards\\n\\nJamie Foxx and Hilary Swank have won the Screen Actors Guild Awards for best male and female film actors, boosting their Oscars hopes this month.\\n\\nFoxx\\'s portrayal of late soul-singer Ray Charles in Ray had already earned him a prestigious Golden Globe award. Swank triumphed for playing a gutsy female boxer in Million Dollar Baby. Modest wine country comedy Sideways knocked out favourites Million Dollar Baby and The Aviator by taking the top prize for best cast performance.\\n\\nThe Screen Actors Guild (SAG) represents US film and TV actors. Its winners often go on to win Oscars. In other nominations, Cate Blanchett triumphed as the best supporting actress for her role as Katharine Hepburn in The Aviator. Veteran actor Morgan Freeman took the best supporting actor award for playing a prize-fighter turned gym manager in Million Dollar Baby.\\n\\n\"Thank you for Ray Charles for just living so complex and so interesting, and making us all just come together,\" said Foxx, accepting his award in Los Angeles on Saturday.\\n\\nHe also praised the film director: \"Thank you for Taylor Hackford for taking a chance with an African-American film. Taylor, you\\'re my director of the year.\" Swank, too, was full of praise for her director and co-star Clint Eastwood. \"I bow down to you,\" Swank said to the 74-year-old Eastwood. \"You are a talent beyond compare. If I\\'m half the person you are and half the talent you are when I\\'m 74, I will know that I\\'ve accomplished something great.\"\\n\\nBoth Foxx and Swank are now considered to be among the favourites to get Oscars - the Hollywood\\'s ultimate prize. However, Swank has to overcome a strong challenge from Annette Bening, a nominee for the theatre farce Being Julia. Meanwhile, ballots for Oscars - the Hollywood\\'s top honours - were mailed earlier this week to members of the Academy of Motion Picture Arts and Sciences. The voting is due to end on 22 February - five days before the ceremony.\\n',\n", + " 'Borders rail link campaign rally\\n\\nCampaigners are to stage a rally calling for a Borders rail link which was closed in 1969 to be reopened.\\n\\nThey will mark the 36th anniversary of the line closure, which ran from Edinburgh through the Borders and on to Carlisle, with a walk at Tweedbank. Anne Borthwick, of Campaign for Borders Rail, said reopening the Waverley Line would restore the area\\'s prosperity. MSPs are considering the reintroduction of passenger rail services through Midlothian to the Borders. Campaigners have said that reopening the Waverley Line, which could cost up to £100m, would be a huge economic boost for the Borders.\\n\\nIn 2000, Borders Council said the area\\'s economy had suffered since the closure. Ms Borthwick said the lobby group was determined to keep the pressure on the Scottish Executive. \"We are hoping that many people will join us in a march to mark the 36th anniversary of the closure of the Waverley Line,\" she said. \"Campaign for Borders Rail is the biggest independent lobby group in Scotland and we have been lobbying tirelessly for the reinstatement of rail services to the Borders and eventually to Carlisle.\\n\\n\"We believe that it is time for the Scottish Executive to commit to the first phase of the project by pledging to fund the line between Edinburgh and Tweedbank in the first instance and then investigate extending the line in the future.\" Ms Borthwick said reopening the line would be a prosperous move and protect the character of the Scottish Borders. A study in 2000, which was commissioned by the executive, Scottish Borders Council, Midlothian Council and Scottish Borders Enterprise, found that a half-hourly service from Tweedbank to Edinburgh could cover its operating costs. It also found that a half-hourly service from Gorebridge to Edinburgh could cover operating costs and that a freight railway joining the West Coast Main Line at Longtown could also be reinstated.\\n',\n", + " 'Aids and climate top Davos agenda\\n\\nClimate change and the fight against Aids are leading the list of concerns for the first day of the World Economic Forum in the Swiss resort of Davos.\\n\\nSome 2,000 business and political leaders from around the globe will listen to UK Prime Minister Tony Blair\\'s opening speech on Wednesday. Mr Blair will focus on Africa\\'s development plans and global warming. Earlier in the day came an update on efforts to have 3 million people on anti-Aids drugs by the end of 2005. The World Health Organisation (WHO) said 700,000 people in poor countries were on life-extending drugs - up from 440,000 six months earlier but amounting to only 12% of the 5.8 million who needed them. A $2bn \"funding gap\" still stood in the way of hitting the 2005 target, the WHO said.\\n\\nThe themes to be stressed by Mr Blair - whose attendance was announced at the last minute - are those he wants to dominate the UK\\'s chairmanship of the G8 group of industrialised states. Other issues to be discussed at the five-day conference range from China\\'s\\n\\neconomic power to Iraq\\'s future after this Sunday\\'s elections. Aside from Mr Blair, more than 20 other world leaders are expected to attend including French President Jacques Chirac - due to speak by video link after bad weather delayed his helicopter - and South African President Thabo Mbeki, whose arrival has been delayed by Ivory Coast peace talks. The Ukraine\\'s new president, Viktor Yushchenko, will also be there - as will newly elected Palestinian leader Mahmoud Abbas. Showbiz figures will also put in an appearance, from U2 frontman Bono - a well-known campaigner on trade and development issues - to Angelina Jolie, a goodwill campaigner for the UN on refugees.\\n\\nUnlike previous years, protests against the WEF are expected to be muted. Anti-globalisation campaigners have called off a demonstration planned for the weekend. At the same time, about 100,000 people are expected to converge on the Brazilian resort of Porto Alegre for the World Social Forum - the so-called \"anti-Davos\" for campaigners against globalisation, for fair trade, and many other causes.\\n\\nIn contrast, the Davos forum is dominated by business issues - from outsourcing to corporate leadership - with bosses of more than a fifth of the world\\'s 500 largest companies scheduled to attend. A survey published on the eve of the conference by PricewaterhouseCoopers said four in ten business leaders were \"very confident\" that their companies would see sales rise in 2005. Asian and American executives, however, were much more confident than their European counterparts. But the political discussions, focusing on Iran, Iraq and China, are likely to dominate media attention.\\n',\n", + " 'Air passengers win new EU rights\\n\\nAir passengers who are unable to board their flights because of overbooking, cancellations or flight delays can now demand greater compensation.\\n\\nNew EU rules set compensation at between 250 euros (£173) and 600 euros, depending on the length of the flight. The new rules will apply to all scheduled and charter flights, including budget airlines. Airlines have attacked the legislation saying they could be forced to push prices higher to cover the extra cost. The European Commission is facing two legal challenges - one from the European Low-fare Airlines Association (ELAA) and the other from the International Air Transport Association (IATA), which has attacked the package as a \"bad piece of legislation\". Previously, passengers could claim between 150 euros and 300 euros if they had been stopped from boarding.\\n\\nHowever, only scheduled flight operators were obliged to offer compensation in cases of overbooking and they did not have to offer compensation for flight cancellations.\\n\\nThe EU decided to increase passenger compensation in a bid to deter airlines from deliberately overbooking flights. Overbooking can often lead to \\'bumping\\' - when a passenger is moved to a later flight. When this happens against a passenger\\'s will, airlines will now have to offer compensation. In addition, if a flight is cancelled or delayed for more than two hours through the fault of the airline, all passengers must be paid compensation.\\n\\nHowever, airlines do not have to offer compensation if flights are cancelled or delayed due to \"extraordinary circumstances\". Airlines fear that \"extraordinary circumstances\" may not include bad weather, security alerts or strikes - events which are outside of their control. All EU-based airlines and operators of flights which take off from the EU will have to adhere to the new compensation regime which came into force on Thursday. Low-cost airlines have criticised the new compensation levels, arguing that the pay-out could be worth more than the ticket. \"It\\'s a preposterous piece of legislation, we among all airlines are fighting this,\" Ryanair deputy chief executive Michael Cawley told Radio 4\\'s Today programme.\\n\\nThe European Regions Airline Association (ERAA) claims that neither airlines nor consumers were consulted over the changes. Andy Clarke, ERAA director of air transport, said that the EC advice misleads customers as it leads them to believe that airlines could be liable for payouts if flights are delayed because of bad weather.\\n\\nEC spokeswoman Marja Quillinan-Meiland conceded there were \"grey areas\" but said \"these are not as big as the airlines are making out\". In cases of dispute, national enforcement bodies would decide whether the passenger had a case, she said. New technology means it is easier for airlines to take off and land in bad weather, she added. The ERAA\\'s Mr Clarke also warned that while airlines would comply with the new rules, the extra costs would be passed onto passengers. \"We reckon it\\'s going to cost European air passengers - not the airlines, the airlines have no money, it has to be paid by passengers - 1.5bn euros, that\\'s over £1bn a year loaded onto European passengers,\" Mr Clarke said. \"That\\'s basically a transfer of money from passengers whose journeys are not disrupted to passengers whose journeys are disrupted.\"\\n\\nOn Wednesday, Jacques Barrot, vice president of the European Commission and also Commissioner for Transport, said that the changes were necessary. \"The boom in air travel needs to be accompanied by proper protection of passengers\\' right.\" \"This is a concrete example of how the Union benefits people\\'s daily lives,\" he added. The EC has launched an information campaign in airports and travel agencies to inform airline passengers of their new rights.\\n',\n", + " 'Army chiefs in regiments decision\\n\\nMilitary chiefs are expected to meet to make a final decision on the future of Scotland\\'s Army regiments.\\n\\nA committee of the Army Board, which is made up of the most senior defence figures, will discuss plans for restructuring regiments on Monday. The proposals include cutting Scotland\\'s six single-battalion regiments to five and merging these into a super regiment. The plans have faced stiff opposition from campaigners and politicians alike. The committee\\'s decision must be ratified by Defence Secretary Geoff Hoon and Prime Minister Tony Blair. It is expected that it will be made public next week. When ministers announced a reorganisation of the Army it drew a question mark over the futures of the Black Watch, the Kings Own Scottish Borderers, the Royal Scots, the Royal Highland Fusiliers and the Argyll and Sutherland Highlanders. In October, the Council of Scottish Colonels proposed the merger of the Royal Scots and the King\\'s Own Scottish Borderers into a single battalion.\\n\\nUnder their vision, it would be one of five in the new super regiment. The proposals to either merge or amalgamate the six regiments into a super regiment sparked a political outcry, with Labour backbenchers and opposition politicians opposing the plan. They felt the timing was insensitive because the Black Watch was in the frontline in Iraq, suffering casualties. The Save the Scottish Regiments campaigners were so angered they threatened to stand against Labour at the next general election.\\n\\nSpeaking ahead of the expected Army Board meeting, a spokesman said: \"The government and the Army Board have spent the past four months attempting to trick serving soldiers and the public into thinking their planned changes for the Scottish regiments are for the good of the Army and for that of the serving soldier. \"They are very much not for the good and will destroy Scotland\\'s regiments by moulding them into a single super regiment which will lead to severe recruitment problems, a loss of local connections to those regiments and a loss to Scotland of an important part of her heritage and, most importantly, her future - the regiments are the envy of armies around the world.\" An alternative blueprint had been put forward by Labour MP Eric Joyce, who proposed going ahead with the merger while preserving the other regiments. For a brief time, there was speculation the prime minister might consider the plan, but that now seems unlikely. Speaking in Scotland last week, Mr Blair said the aim was to preserve tradition but introduce a more effective structure and hinted that a super regiment was likely. He said: \"They don\\'t want to get rid of the history or the traditions of the regiment or the local connections - far from it, all they want to do is make sure they can transfer people easily across regiments and deploy them more flexibly.\" The prime minister said he hoped campaigners\\' concerns would be taken into account but the need for effective change had to be paramount.\\n',\n", + " 'Duran Duran show set for US TV\\n\\nChart stars Duran Duran are to appear in a VH1 special in the US including interviews and concert footage.\\n\\nThe show airs on Tuesday and will feature a studio performance, behind the scenes footage and fan interviews. \"They seemed like a perfect fit with our audience,\" said Rick Krim, VH1\\'s vice president of music and talent. The band recently released a new album, Astronaut, the first from the original line-up since 1983. They will also tour Japan and the US next year.\\n\\n\"When we started playing together, we didn\\'t try and make a really sort of mature album. We just really wanted to make a great Duran Duran album,\" said keyboard player Nick Rhodes. \"It\\'s pretty much in line with a lot of stuff out there.\" Duran Duran are currently promoting the album\\'s second single, What Happens Tomorrow.\\n\\nSimon Le Bon said earlier this year that the group were not trying to update their sound too much. \"We wouldn\\'t want to lose them [older fans] by trying too hard by trying to connect with a new audience,\" the singer said. Le Bon also said the five members were getting on very well. \"We\\'re like any people who get very close. Sometimes you argue with each other. But the fact is we inspire each other musically. \"Nobody else does it for me,\" he said. \"It\\'s just very special.\"\\n',\n", + " \"Ask Jeeves tips online ad revival\\n\\nAsk Jeeves has become the third leading online search firm this week to thank a revival in internet advertising for improving fortunes.\\n\\nThe firm's revenue nearly tripled in the fourth quarter of 2004, exceeding $86m (£46m). Ask Jeeves, once among the best-known names on the web, is now a relatively modest player. Its $17m profit for the quarter was dwarfed by the $204m announced by rival Google earlier in the week. During the same quarter, Yahoo earned $187m, again tipping a resurgence in online advertising.\\n\\nThe trend has taken hold relatively quickly. Late last year, marketing company Doubleclick, one of the leading providers of online advertising, warned that some or all of its business would have to be put up for sale. But on Thursday, it announced that a sharp turnaround had brought about an unexpected increase in profits. Neither Ask Jeeves nor Doubleclick thrilled investors with their profit news, however. In both cases, their shares fell by some 4%. Analysts attributed the falls to excessive expectations in some quarters, fuelled by the dramatic outperformance of Google on Tuesday.\\n\",\n", + " 'Lit Idol begins search for author\\n\\nThe second Pop Idol-style search for literary talent has begun with the help of the brother of Simon Cowell.\\n\\nWriter Tony Cowell is among the judges who will hear aspiring writers read their work aloud. The winner gets a deal with literary agency Curtis Brown. \"I\\'m not going to be the Mr Nasty of books,\" said Cowell, 54, in reference to his brother\\'s caustic remarks on TV shows Pop Idol and The X-Factor. The 2004 winner, Paul Cavanagh, went on to sign a deal with Harper Collins.\\n\\nThis year, the competition is specifically looking for a crime writer. Writers must submit up to 10,000 words from the opening chapters of their novels and a synopsis. Professional readers will choose a shortlist of five following the competition closing date on 14 January.\\n\\nThe final five will then have to read their work in front of judging panel. A public vote will also take place, which will account for 25% of the final decision. The winner will be announced at the London Book Fair on 14 March next year and could be screened on TV. \"It\\'s very, very hard to find an agent and extremely difficult, without an agent, to get a publisher to look at your work,\" said Cowell. \"People do fall by the wayside and the more avenues we can provide for aspiring authors, the better,\" he added. Paul Cavanagh, a former university professor and health care consultant from Ontario in Canada, was one of 1,466 aspiring novelists to enter the first contest. He lifted the inaugural Lit Idol prize after reading aloud an excerpt of his work Northwest Passage. Three film studios are said to be interested in buying film rights for the book, even though it is not finished yet.\\n',\n", + " \"Housewives lift Channel 4 ratings\\n\\nThe debut of US television hit Desperate Housewives has helped lift Channel 4's January audience share by 12% compared to last year.\\n\\nOther successes such as Celebrity Big Brother and The Simpsons have enabled the broadcaster to surpass BBC Two for the first month since last July. BBC Two's share of the audience fell from 11.2% to 9.6% last month in comparison with January 2004. Celebrity Big Brother attracted fewer viewers than its 2002 series.\\n\\nComedy drama Desperate Housewives managed to pull in five million viewers at one point during its run to date, attracting a quarter of the television audience. The two main television channels, BBC1 and ITV1, have both seen their monthly audience share decline in a year on year comparison for January, while Five's proportion remained the same at a slender 6.3%. Digital multi-channel TV is continuing to be the strongest area of growth, with the BBC reporting Freeview box ownership of five million, including one million sales in the last portion of 2004. Its share of the audience soared by 20% in January 2005 compared with last year, and currently stands at an average of 28.6%.\\n\",\n", + " '\\'Fido\\' to be taken off vote lists\\n\\nThe risk of pets and children being given votes could be cut by changing how people register to vote, the UK elections watchdog has said.\\n\\nThose are some of the mistakes found under the current system, where one person in each household applies for voting forms for the other occupants. The Electoral Commission says enabling people to register individually could cut some errors and combat fraud. Voters need to register by 11 March if the next poll is on 5 May as expected. But any individual registration scheme would not be introduced in Britain before that general election.\\n\\nThe proposed scheme would mean voters using individual \"identifiers\" when they vote - such as their own voting number, date of birth and signature. The Electoral Commission says having voters register individually rather than the head of household do it for them fits better with human rights laws. Chairman Sam Younger told MPs on Tuesday care was needed to ensure that people were not lost off the register in the process - which happened when Northern Ireland switched to a similar system. There have been rare cases when household pets have been put on the electoral roll, the MPs heard. And some people have registered all their family, regardless of their age - birth dates are not included on the forms so election officers cannot easily check. Non-British citizens who are not entitled to vote have also been registered in some cases.\\n\\nMr Younger said there was anecdotal evidence of inaccuracies in the register, the vast majority of which were caused by genuine mistakes. He argued local councils could look harder at promoting targeted campaigns at \"hard to reach\" voters, for example. Some authorities already run such programmes but in others councillors worry about the party political impact of encouraging particular areas to turn out. Mr Younger said using the Royal Mail\\'s postal redirection service had already helped election officers retrace about 50,000 voters.\\n\\nHe argued individual registration would also increase security for postal ballots and other new ways of voting. There have been fears there are too few checks to ensure current postal votes are cast by the person on the voting form. He said it might also help register students in halls of residences, where the hall warden often has to do the job for everybody. The MPs on the Office of the Deputy Prime Minister and Constitutional Affairs select committees pressed Mr Younger on how to avoid losing voters in any changeover. He said the Northern Ireland example illustrated real difficulties to be confronted. Currently, British voters have to re-register to vote every year or face being removed from the electoral rolls if they fail to do so two years running. Mr Younger suggested the re-registration could happen less frequently but argued efforts were needed to check the electoral rolls were up-to-date.\\n',\n", + " 'Greek pair set for hearing\\n\\nKostas Kenteris and Katerina Thanou will fight the provisional two-year bans imposed on them by the IAAF at an independent tribunal this weekend.\\n\\nAthletics\\' ruling body took action against the pair for failing to take drugs tests before the Athens Olympics. An independent tribunal of the Greek Track and Field Federation will meet to decide whether to ratify the sanction. The sprint duo face charges of failing to give information on their location and refusing to submit to a drugs test. Kenteris\\' lawyer Gregory Ioannidis told BBC Sport: \"We refute both charges as unsubstantiated and illogical. \"There have been certain breaches in the correct application of the rules on behalf of the sporting authorities and their officials, and these procedural breaches have also violated my client\\'s rights. \"There is also evidence that proves the fact that my client has been persecuted.\" Ioannidis, who is a law lecturer at the University of Buckingham, added: \"One of the important rights and foundations of law and justice - that the accused should be presumed innocent unless proved otherwise - has been tarnished.\" The panel will also decide on the two-year ban imposed on the athletes\\' controversial coach Christos Tzekos by the IAAF. Kenteris, the 2000 Olympic 200m champion, and Thanou, the women\\'s 100m silver medallist from the same Games in Sydney, quit the Olympics on 18 August after failing to give samples on the eve of the opening ceremony.\\n\\nTesters could not find them at the Olympic village and the duo were later admitted to hospital after claiming to have been involved in a motorcycle accident. They also missed tests in Tel Aviv, Chicago and Athens before the Games. In imposing two-year suspensions on the duo on 22 December, the IAAF described their explanations for missing the tests as \"unacceptable\". Whatever the findings of the independent tribunal, all parties will have the right to appeal to the Court of Arbitration for Sport. The tribunal hearing will take place at the Hellenic Olympic Committee building. It will start at 1200 GMT on Saturday and is expected to finish early next week. The tribunal panel will consist of five members - president Konstantinos Panagopoulos and Panagiotis Dimakos, Haralabos Hrisanthakis, Stilianos Perakis and Ioannis Karmis. Kenteris and Thanou also face criminal charges in Greece for allegedly faking the motorcycle accident. Eight criminal charges have been laid against the sprinters as well as Tzekos, an eyewitness to the accident and hospital officials. But there has been speculation that the charges could be dropped.\\n',\n", + " 'Blair sets date for Africa report\\n\\nThe Commission for Africa\\'s report will be released on 11 March - Comic Relief day, Tony Blair has said.\\n\\nJuly\\'s G8 summit in Gleneagles in Perthshire - chaired by the prime minister - will use the report as the basis for talks on Africa. The announcement followed the final meeting of the commission - which includes singer Bob Geldof - in London. As well as more aid, fairer trade and less debt, the commission is likely to demand action on corruption in Africa. Mr Blair told a news conference: \"It will be a report that\\'s brutally frank about the reality, but I hope idealistic about what can be done if the will is there. \"It\\'s an ambitious project we have set ourselves and you will have to judge on its outcome when we publish it.\"\\n\\nMr Blair has vowed to put Africa at the top of his agenda during his time at the helm of the G8. He acknowledged he would have a \"a job of persuading to do\" on other nations to get the necessary commitment to debt relief. Bob Geldof, in characteristically blunt style, promised that the commission would not just be a talking shop but would deliver radical new thinking to change direction for Africa. The former rock star\\'s presence on the commission has been interpreted as a sign that it will be uncompromising in its demands. The people involved include two African government leaders and a range of other African politicians, as well as experts from some other developed countries.\\n',\n", + " \"Firefox browser takes on Microsoft\\n\\nMicrosoft's Internet Explorer has a serious rival in the long-awaited Firefox 1.0 web browser, which has just been released.\\n\\nFew people get excited when some new software is released, especially when the program is not a game or a music or movie player. But the release of the first full version of Firefox has managed to drum up a respectable amount of pre-launch fervour. Fans of the software have banded together to raise cash to pay for an advert in the New York Times announcing that version 1.0 of the browser is available. The release of Firefox 1.0 on 9 November might even cause a few heads to turn at Microsoft because the program is steadily winning people away from the software giant's Internet Explorer browser.\\n\\nFirefox has been created by the Mozilla Foundation which was started by former browser maker Netscape back in 1998. Much of the development work done since then has gone into Firefox which made its first appearance under this name in February. Earlier incarnations, but which had the same core technology, were called Phoenix and Firebird. Since then the software has been gaining praise and converts, not least because of the large number of security problems that have come to light in Microsoft's Internet Explorer. Rivals to IE got a boost in late June when two US computer security organisations warned people to avoid the Microsoft program to avoid falling victim to a serious vulnerability.\\n\\nInternet monitoring firm WebSideStory has charted the growing population of people using the Firefox browser and says it is responsible for slowly eroding the stranglehold of IE. Before July this year, according to WebSideStory, Internet Explorer was used by about 95% of web surfers. That figure had remained static for years. In July the IE using population dropped to 94.7% and by the end of October stood at 92.9%. The Mozilla Foundation claims that Firefox has been downloaded almost eight million times and has publicly said it would be happy to garner 10% of the Windows- using, net-browsing population. Firefox is proving popular because, at the moment, it has far fewer security holes than Internet Explorer and has some innovations lacking in Microsoft's program. For instance, Firefox allows the pages of different websites to be arranged as tabs so users can switch easily between them. It blocks pop-ups, has a neat way of finding text on a page and lets you search through the pages you have browsed.\\n\\nOne of the most powerful features of Firefox is the many hundreds of extras, or extensions, produced for it. The Mozilla Foundation is an open source organisation which means that the creators of the browser are happy for others to play around with the core code for the program. This has resulted in many different add-ons or extensions for the browser which now include everything from a version of the familiar Google toolbar to a Homeland Security monitor that keep users aware of current threat levels. Firefox, which used to be called Firebird and before that Phoenix, also has a growing number of vocal net-based fans. A campaign co-ordinated by the Spread Firefox website attempted to raise the $50,000 needed for a full page advert in the New York Times. The campaign set itself a target of recruiting 2500 volunteers. Ten days in to the campaign 10,000 people had signed up and now about $250,000 has been raised. The ad is due to run sometime in a three-week period in late November/early December. The surplus cash will be used to help keep the Mozilla Foundation running. Microsoft is facing a growing challenge to IE's hold on the web using population. from alternative browsers such as Opera, Safari, Amaya and even Netscape.\\n\",\n", + " 'MPs demand \\'Budget leak\\' answers\\n\\nMinisters have been asked to explain how Budget details were printed in a London newspaper half an hour before Gordon Brown made his speech.\\n\\nThe Tories said a large chunk of the Budget appeared to have been leaked in what they describe as a \"serious breach of Treasury confidentiality\". The Lib Dems called for Commons leader Peter Hain to make a statement and said chancellors had resigned over leaks. They were told it would be brought to Speaker Michael Martin\\'s attention. In the Commons, Tory frontbencher Andrew Tyrie MP demanded an immediate ministerial statement about how measures had been \"clearly, or at least apparently, leaked to the Evening Standard\".\\n\\nRaising a point of order, he said it was \"the latest in a long line of discourtesies to this House\", as well as a breach of confidentiality. He said: \"I can only hope it is unintentional. If it were planned it would be a very grave matter indeed. A previous Labour chancellor resigned after he leaked the Budget.\" Hugh Dalton resigned after leaking details of his 1947 budget to journalist John Carvel, who published them in a London newspaper, just minutes before they were announced to the House of Commons. Liberal Democrat David Laws said it was a \"very serious matter\" and said Mr Hain should make a statement on Thursday. Deputy Speaker Sylvia Heal agreed it was \"of concern\" but said nothing could be done immediately but the issue would be brought to Mr Martin\\'s attention.\\n',\n", + " \"Farrell due to make US TV debut\\n\\nActor Colin Farrell is to make his debut on US television in medical sitcom Scrubs, according to Hollywood newspaper Daily Variety.\\n\\nThe film star, who recently played the title role in historical blockbuster Alexander, will make a cameo appearance as an unruly Irishman. The episode featuring the 28-year-old will be screened on 25 January. Farrell's appearance is said to be a result of his friendship with Zach Braff, who stars in the programme. It will be the actor's first appearance on the small screen since he appeared in BBC series Ballykissangel in 1999. The gentle Sunday night drama came to an end in 2001.\\n\\nHe has since become one of Hollywood's fastest-rising stars, with a string roles in major league films such as Minority Report, Phone Booth and Daredevil. Farrell is pencilled in to play the role of Crockett in a film version of 1980s police drama Miami Vice. Scrubs, which appears on the NBC network in the US and has been shown on Channel 4 on British television, is an off-beat comedy about a group of hospital doctors. Other film stars to have appeared in Scrubs include Heather Graham, while Friends actor Matthew Perry has guest-starred and directed an episode of the show. Its leading star, Zach Braff, has recently been seen on the big screen in Garden State, which he also directed.\\n\",\n", + " 'Souness delight at Euro progress\\n\\nBoss Graeme Souness felt Newcastle were never really in danger of going out of the Uefa Cup against Heerenveen.\\n\\nAn early own goal followed by an Alan Shearer strike earned them a 2-1 win and a place in the Uefa Cup last 16. \"Obviously with winning in the first leg it gave us a great advantage,\" he said after the 4-2 aggregate victory. \"We got our goals early and in the minds of some players the job was done but then they got a goal and perhaps made us a bit nervous.\" Shearer\\'s goal moved him within 12 of Jackie Milburn\\'s club scoring record of 200 for the Magpies. But Souness said he did not think beating the record would have any bearing on his decision to retire at the end of the season. \"I think if he got it this year he would want to stay next year anyway,\" he added.\\n\\n\"He struck the ball very well - he always has done - and I think it was the power and pace that beat the goalkeeper.\" Souness also paid tribute to Laurent Robert, who was at the heart of much of United\\'s attacking play. \"In the first half he did really well and did everything you want from a wide player. More of the same in future please,\" he said.\\n',\n", + " 'Britons fed up with net service\\n\\nA survey conducted by PC Pro Magazine has revealed that many Britons are unhappy with their internet service.\\n\\nThey are fed up with slow speeds, high prices and the level of customer service they receive. 17% of readers have switched suppliers and a further 16% are considering changing in the near future. It is particularly bad news for BT, the UK\\'s biggest internet supplier, with almost three times as many people trying to leave as joining.\\n\\nA third of the 2,000 broadband users interviewed were fed up with their current providers but this could be just the tip of the iceberg thinks Tim Danton, editor of PC Pro Magazine. \"We expect these figures to leap in 2005. Every month the prices drop, and more and more people are trying to switch,\" he said. The survey found that BT and Tiscali have been actively dissuading customers from leaving by offering them a lower price when they phone up to cancel their subscription. Some readers were offered a price drop just 25p more expensive than that offered by an alternative operator, making it hardly worth while swapping.\\n\\nOther found themselves tied into 12-month contracts. Broadband has become hugely competitive and providers are desperate to hold on to customers. 12% of those surveyed found themselves unable to swap at all. \"We discovered a huge variety of problems, but one of the biggest issues is the current supplier withholding the information that people need to give to their new supplier,\" said Tim Danton, editor of PC Pro. \"This breaks the code of practice, but because that code is voluntary there\\'s nothing we or Ofcom can do to help,\" he said. There is a vast choice of internet service providers in the UK now and an often bewildering array of broadband packages. With prices set to drop even further in coming months Mr Danton advises everyone to shop around carefully. \"If you just stick with your current connection then there\\'s every chance you\\'re being ripped off,\" he warned.\\n',\n", + " 'Court mulls file-sharing future\\n\\nJudges at the US Supreme Court have been hearing evidence for and against file-sharing networks.\\n\\nThe court will decide whether producers of file-sharing software can ultimately be held responsible for copyright infringement. They questioned if opening the way for the entertainment industry to sue file-sharers could deter innovation. They also said that file-trading firms had some responsibility for inducing people to piracy.\\n\\nThe lawsuit, brought by 28 of the world\\'s largest entertainment firms, has raged for several years. Legal experts agree that if the Supreme Court finds in favour of the music and movie industry they would be able to sue file-trading firms into bankruptcy. But if the judge rules that Grokster and Morpheus - the file-sharers at the centre of the case - are merely providers of technology that can have legitimate as well as illegitimate uses, then the music and movie industry would be forced to abandon its pursuit of file-sharing providers. Instead, they would have to pursue individuals who use peer-to-peer networks to get their hands on free music and movies. The hi-tech and entertainment industries have been divided on the issue. Intel filed a document with the Supreme Court earlier this month in defence of Grokster and others, despite misgivings about some aspects of the file-sharing community. It summed up the attitude of many tech firms in its submission which states that its products \"are essentially tools, that like any other tools, capable of being used by consumers and businesses for unlawful purposes\".\\n\\nAsking firms to second-guess the uses that its technologies would be put to, and to build in ways of preventing illegitimate use, would stifle innovation, it said. The Electronic Frontier Foundation, a civil rights watchdog, is also defending StreamCast Networks, the company behind the Morpheus file-sharing software. The case raises a question of critical importance at the border between copyright and innovation, it said. It cites, as do many, the landmark ruling in 1984 which found that Sony should not be held responsible for the fact that its Betamax video recorder could be used for piracy. Defenders remain optimistic that the judges will rule in favour of the peer-to-peer networks, upholding the precedent set by the Sony Betamax case. A small band of supporters were outside the court as the lawyers entered, wearing \"Save Betamax\" t-shirts. \"The Betamax principles stand as the Magna Carta for the technology industry and are responsible for the explosion in innovation that has occurred in the US over the past 20 years,\" said Gary Shapiro, chief executive of the Consumer Electronics Association. Supreme Court Justice Stephen Breyer said that inventions from printing to Apple\\'s iPod could be used to illegally duplicate copyrighted materials but had, on balance, been beneficial to society. He said that while file-trading software can be used to illegally trade movies and music, conceptually the technology had \"some really excellent uses\".\\n\\nBased on Tuesday\\'s hearing it seems unlikely that the Betamax ruling will be overturned but file-sharing firms might still be held responsible for encouraging or inducing piracy. Grokster\\'s lawyer argued that the company should be judged by its current behaviour rather than what it did when it first set up. But this argument was dismissed as \"ridiculous\" by Justice David Souter. CEA boss Mr Shapiro thinks the case is the most important that the Supreme Court will hear this year. \"It\\'s about preserving America\\'s proud history of technological innovation and protecting the ability of consumers to access and utilise technology,\" he said. The case has already been heard by two lower courts and both found in favour of the peer-to-peer networks. They ruled that despite being used to distribute millions of illegal songs, file-sharing could also be used to cheaply distribute software, government documents and promotional copies of music.\\n',\n", + " 'US actor Ossie Davis found dead\\n\\nUS actor Ossie Davis has been found dead at the age of 87.\\n\\nDavis, who was married to actress Ruby Dee, was found dead on Friday in his hotel room in Miami Beach, Florida, where he was making a film. Davis, whose 65-year career included credits as a producer, director, actor and writer for stage and screen, was also a civil rights activist. Miami Beach police spokesman Bobby Hernandez said the cause of death appeared to be natural.\\n\\nDavis\\'s body was discovered by his grandson and paramedics at the Shore Club hotel in Miami Beach, where the actor had been shooting the film Retirement. Mr Hernandez said: \"After gaining entry, they found Mr Davis had passed away. \"The cause of death appears to be natural. According to his grandson he was suffering from heart disease.\" Some of Davis\\'s best known roles included The Joe Louis Story and Gone Are the Days - a film he adapted from his own play, Purlie Victorious. He also appeared in 7 Spike Lee movies, including School Daze, Do the Right Thing and Jungle Fever.\\n\\nHis film debut, in 1950, was in the film No Way Out, starring Sydney Poitier and Ruby Dee. Davis and Dee were married for more than 56 years and together received Kennedy Center honours in 2004 for their body of work. The Actors\\' Equity Association issued a statement calling Davis \"an icon in the American theatre\" and he and Dee \"American treasures\". Davis was also a prominent figure in the civil rights movement and was a voice for racial equality. He was a featured speaker at the funerals of both Martin Luther King Jnr and Malcolm X. Besides Dee, Davis is survived by three children Nora, Hasna and Guy, a blues artist, and seven grandchildren.\\n',\n", + " 'Seamen sail into biometric future\\n\\nThe luxury cruise liner Crystal Harmony, currently in the Gulf of Mexico, is the unlikely setting for tests of biometric technology.\\n\\nAs holidaymakers enjoy balmy breezes, their ship\\'s crew is testing prototype versions of the world\\'s first internationally issued biometric ID cards, the seafarer\\'s equivalent of a passport. Along with the owner\\'s picture, name and personal details, the new Seafarers\\' Identity Document incorporates a barcode representing unique features of its holder\\'s fingerprints. The cards are due to be issued in February next year, in line with the revised UN Convention on Seafarers\\' Identity Documents of June 2003. Tests currently under way in the Caribbean are designed to ensure that new cards and their machine readers, produced by different companies in different countries, are working to interoperable standards. Results of the current tests, which involve seafarers from a wide range of occupations and nationalities, will be published by the International Labour Organisation (ILO) by the end of November. Crystal Cruises, which operates the Crystal Harmony, is exploring the use of biometrics but has not yet committed to the technology.\\n\\nAuthenti-corp, the US technology consultancy, has been working with the ILO on its technical specifications for the cards.\\n\\n\"If you\\'re issued a seafarer\\'s ID in your country, you want to be sure that when the ship lands in a port in, say, my country you can validate yourself using whatever equipment we have installed,\" Authenti-corp\\'s CEO, Cynthia Musselman, told the BBC\\'s Go Digital programme. She said French, Jordanian and Nigerian nationals would be the first seafarers to get the new ID cards since their countries have already ratified the convention. It aims to combat international terrorism whilst guaranteeing the welfare the one million seafarers estimated to be at sea. The convention highlights the importance of access to shore facilities and shore leave as vital elements to a sailor\\'s wellbeing and, therefore, it says, to safer shipping and cleaner oceans. \"By increasing security on the seas as well as border control and protection, the cards will hopefully reduce the number of piracy problems around the world,\" said Ms Musselman. \"It should be a safer environment for seafarers to work in, and will allow people protecting their borders to have confidence that the people getting off the ship are, in fact, seafarers.\"\\n',\n", + " \"Murphy: That was a bruising battle\\n\\nThat's what I call a tough game. It was very physical and fair play to the Italians they made us work very hard for our victory.\\n\\nTheir organisation was very, very good and they proved again that they are getting better and better as the years go by. It is by far the strongest Italian team that we have faced. We knew all along that we would be a huge threat particularly the first game in the Championship. It was not like the days gone by when you could get scores on the board early. We had to work our socks off and try and build our scores gradually. It was really hard work out there and the players have plenty of bumps and bruises to prove it. I'm not too bad, but there are one or two others who will be feeling it a bit on Monday morning. In the backs, we were not frustrated at such, but the new rucking laws were a little bit problematical. The different interpretations between the referee and the players was a little difficult. But we managed to get the ball in our hands and I got a try near the end of the first half. It's always good to score. It was great work by Brian and I always knew I had scored even though it went upstairs to the video referee. Eddie (O'Sullivan) was very calm at half-time even though we were only 8-6 ahead. He spelled out what we needed to do and advocated getting the ball out of our own territory.\\n\\nThat new ruck law made it a bit more difficult to get out of our own half. We were penalised a lot at the breakdown, and if they had kicked all their chances at goal we would have been behind at the break. So really we went back to playing a territory game and simplifying things and having more patience on the ball. Every one was a little down after the game following the injuries to Brian and Gordon. As yet we do not know the full extent of the injuries, but it does not that good. Now we have to focus on Scotland and only six days to recover. It's a big ask after such a bruising encounter. I was very impressed the way the Scots played against the French on Saturday. It could so easily have gone their way but for a couple of decisions. We will be under no illusions it is going to be tough for us. In the meantime, when in Rome ... .\\n\",\n", + " 'Dutch bank to lay off 2,850 staff\\n\\nABN Amro, the Netherlands\\' largest bank, is to cut 2,850 jobs as a result of falling profits.\\n\\nThe cuts - amounting to 3% of the bank\\'s workforce - will result in a one-off charge of 790m euros ($1.1bn). About 1,100 jobs will go in investment banking while 1,200 and 550 will go in IT and human resources respectively. ABN Amro is the third large European bank to announce cutbacks in the past month following Deutsche Bank and Credit Suisse Group.\\n\\nIts profitability has been hit by a fall in mortgage lending in the United States - the bank\\'s largest single market - following recent interest rate rises. ABN Amro\\'s operations in the Netherlands and the United Kingdom will be hardest hit. Jobs will also be lost in the US - which accounted for 46% of profit in the first half of 2004 - and across its operations in the Americas and Asia-Pacific regions.\\n\\nThe restructuring is designed to improve efficiency by reducing administrative costs and increasing focus on client service. The bank said it was on course for a 10% rise in net income this year but operating profits are set to fall because of a fall in US revenues. ABN Amro currently has more than 100,000 staff. \"To get any profit growth in the coming years, they will have to lower costs, so shedding jobs makes total sense,\" Ivo Geijsen, an analyst with Bank Oyens & Van Eeghen, told Bloomberg. Europe\\'s leading banks seem set for a period of retrenchment. Deutsche Bank said earlier this month it would reduce its German workforce by 1,920 while as many as 300 jobs will be lost at Credit Suisse First Boston.\\n',\n", + " 'Lions blow to World Cup stars\\n\\nBritish and Irish Lions coach Clive Woodward says he is unlikely to select any players not involved in next year\\'s RBS Six Nations Championship.\\n\\nWorld Cup winners Lawrence Dallaglio, Neil Back and Martin Johnson had all been thought to be in the frame for next summer\\'s tour to New Zealand. \"I don\\'t think you can ever say never,\" said Woodward. \"But I would have to have a compulsive reason to pick any player who is not available to international rugby.\" Dallaglio, Back and Johnson have all retired from international rugby over the last 12 months but continue to star for their club sides. But Woodward added: \"The key thing that I want to stress is that I intend to use the Six Nations and the players who are available to international rugby as the key benchmark. \"My job, along with all the other senior representatives, is to make sure that we pick the strongest possible team. \"If you are not playing international rugby then it\\'s still a step up to Test rugby. It\\'s definitely a disadvantage.\\n\\n\"I think it\\'s absolutely critical and with the history of the Lions we have got to take players playing for the four countries.\" Woodward also revealed that the race for the captaincy was still wide open. \"It is an open book,\" he said. \"There are some outstanding candidates from all four countries.\" And following the All Blacks\\' impressive displays in Europe in recent weeks, including a 45-6 humiliation of France, Woodward believes the three-test series in New Zealand will provide the ultimate rugby challenge. \"Their performance in particular against France was simply awesome,\" said the Lions coach. \"Certain things have been suggested about the potency of their front five, but they\\'re a very powerful unit.\" With his customary thoroughness, Woodward revealed he had taken soundings from Australia coach Eddie Jones and Jake White of South Africa following their tour matches in Britain and Ireland.\\n\\nAs a result, Woodward stressed his Lions group might not be dominated by players from England and Ireland and held out hope for the struggling Scots. \"Scotland\\'s recent results have not been that impressive but there have been some excellent individual performances. \"Eddie in particular told me how tough they had made it for Australia and I will take on board their opinions.\" And Scotland forward Simon Taylor looks certain to get the call, provided he recovers from knee and tendon problems. \"I took lessons from 2001 in that they did make a mistake in taking Lawrence Dallaglio when he wasn\\'t fit and went on the trip. \"Every player has to be looked at on their own merits and Simon Taylor is an outstanding player and I have no doubts that if he gets back to full fitness he will be on the trip. \"I am told he should be back playing by March and he has plenty of time to prove his fitness for the Lions - and there are other players like Richard Hill in the same boat.\"\\n',\n", + " 'McConnell in \\'drunk\\' remark row\\n\\nScotland\\'s first minister has told a group of high school pupils that it is okay to get drunk \"once in a while\".\\n\\nJack McConnell was speaking to more than 100 secondary pupils from schools in the Highlands about the problems of binge drinking and drink promotions. He has been criticised by the SNP for encouraging young people to get drunk. But the Scottish Executive has insisted Mr McConnell was speaking about adults and his comments were \"a recognition that people will get drunk\". The first minister\\'s comments came in a question and answer session at Glenurquhart High School in Inverness, attended by pupils from a number of secondary schools. A Highland councillor who was at the event has also defended Mr McConnell. Margaret Davidson, the independent member for the Loch Ness West, said the first minister was speaking in a very general way and she was sure he was speaking about adults at the time.\\n\\nWhen one pupil asked Mr McConnell how the executive proposed to tackle under-age drinking, began his response with the quip: \"I\\'m sure there\\'s no under-age drinking in the Highlands.\" He went on to speak about the evils of binge drinking and railed against irresponsible drinks promotions. He said: \"I hope I\\'m not going to be seen as preaching to anybody here but the really serious problem at the moment is binge drinking and the impact it has on people\\'s health and their ability to control what\\'s happening round about them.\" Mr McConnell said he regularly saw reports on the effects of binge drinking sprees which ended in assaults or even rapes, and on the health consequences of binge drinking. \"The one thing we are going to do something really serious about is binge drinking and irresponsible drinks promotions that can help lead to that,\" he said. \"Far too many pub chains in particular are selling far too much booze far too cheaply and encouraging people to drink it far too quickly. \"We are go to clamp down on that and make those promotions illegal in the hope that people can enjoy a drink sensibly over the course of an evening.\"\\n\\nHe added: \"By all means get drunk once in a while - but do not get into a situation where people are being encouraged to get completely incapable just to save some money and drink more quickly.\" SNP Holyrood leader Nicola Sturgeon said: \"This is an incredible gaffe by Jack McConnell. \"We all know that under-age drinking is an issue in Scotland but it is quite staggering that any politician, particularly the First Minister, should encourage young people to get drunk. \"The first minister should withdraw these remarks immediately.\" But an executive spokeswoman insisted Mr McConnell had made the remark with adults, not youngsters, in mind. \"He was talking in the context of adults binge drinking and irresponsible drinks promotions - which are for the over-18s,\" she said. \"It was just a recognition that people will get drunk, but that binge drinking and drinks promotions that encourage it are not acceptable.\"\\n',\n", + " 'Newcastle 2-1 Bolton\\n\\nKieron Dyer smashed home the winner to end Bolton\\'s 10-game unbeaten run.\\n\\nLee Bowyer put Newcastle ahead when he fed Stephen Carr on the right flank, then sprinted into the area to power home a header from the resultant cross. Wanderers hit back through Stelios Giannakopoulos, who ended a fluid passing move with a well-struck volley. But Dyer had the last word in a game of few chances, pouncing on a loose ball after Alan Shearer\\'s shot was blocked and firing into the top corner. Neither side lacked urgency in the early stages of the game, with plenty of tackles flying in, but opportunities in front of goal were harder to come by. Bolton keeper Jussi Jaaskelainen had to make two saves in quick succession midway through the first-half - keeping out Shearer\\'s low shot and Dyer\\'s close-range header - but that was the only goalmouth action of note. And it was almost out of nothing that the Magpies took the lead on 35 minutes. Bowyer found space with a neat turn on the half-way line and striding forward picked out Carr to his right. He then continued his run and with perfect timing made his way into the box where he met Carr\\'s cross with a downward header into the far corner. Bolton had produced little going forward at this point but they responded well.\\n\\nThey were level within six minutes thanks to a smart finish from Giannakopoulos. Jay-Jay Okocha twisted and turned on the edge of the area and after a neat exchange of passes involving Kevin Davies and Gary Speed, the Greek striker found the bottom corner with a first-time strike. The Magpies were opened up again before half-time as Davies set Giannakopoulos in space and Given had to block at his near post. But the home side survived, and they should have re-taken the lead with the first meaningful attack of the second half. Fernando Hierro cynically chopped down Dyer on the edge of the area with the midfielder clean through. But the veteran defender escaped with a booking as there were other defenders nearby, and from the resultant free-kick Laurent Robert curled the ball just wide. Bolton were creating little going forward and they seemed content to frustrate the Magpies. Their strategy seemed to be working until the 69th minute. Alan Shearer\\'s snap-shot was charged down and Dyer reacted first to smash the ball past the despairing Jaaskelainen from six yards.\\n\\n- Bolton boss Sam Allardyce \"I am bitterly disappointed with the result, but I am probably more disappointed with the second-half performance. \"In the first half we had put them under a lot of pressure, and our goal matched theirs in quality. \"I thought it would lift us and that they might be tired after playing a lot of games, but unfortunately we were not up for the battle in the second half. \"We allowed them to heap too much pressure on us, and in the end we cracked.\" \\n - Newcastle boss Graeme Souness \"We deserved the win. We had a really good second half. \"Bolton are a difficult side to play. You have to match them physically first but we did that, and then we played some football. \"We had a slow first 45 minutes when we looked a bit tired but we got going after that. The scoreline flattered them and we could have had one or two more goals.\" Newcastle: Given, Carr, Boumsong, Bramble, Babayaro, Dyer, Faye, Bowyer, Robert (Jenas 77), Ameobi, Shearer. Subs Not Used: Butt, Harper, Milner, Hughes. Goals: Bowyer 35, Dyer 69. Bolton: Jaaskelainen, Hunt (Fadiga 14), N\\'Gotty, Ben Haim, Candela, Giannakopoulos, Okocha (Vaz Te 77), Hierro (Campo 64), Speed, Gardner, Davies. Subs Not Used: Jaidi, Poole. Booked: Ben Haim, Hierro. Goals: Giannakopoulos 41. Att: 50,430 Ref: S Dunn (Gloucestershire).\\n',\n", + " 'Thompson says Gerrard should stay\\n\\nLiverpool legend Phil Thompson has pleaded with Steve Gerrard to reject any overtures from Chelsea.\\n\\nThe ex-Reds assistant boss also warned that any honours won at Chelsea would be cheapened by the bid to buy success. He told BBC Radio Five Live: \"Liverpool would think about any bid made but it will all be down to Steve in the end. \"But it wouldn\\'t have that same sweet feeling at Chelsea, where it\\'s all money-orientated and about simply buying the best.\" Thompson reacted sharply to some Liverpool supporters, who criticised Gerrard\\'s performance in the Carling Cup final against Chelsea. A number of fans questioned Gerrard\\'s commitment and sarcastically branded his own goal in Liverpool\\'s 3-2 defeat as his first goal for Chelsea.\\n\\nThompson added: \"I heard those comments from so-called supporters and they were diabolical, absolutely outrageous. \"Stevie carried the club last year and this year. He\\'s always put Liverpool first.\" Thompson, who savoured seven title-winning seasons and two European Cup triumphs during his Anfield playing career, is confident that the lure of Champions League football will keep Gerrard at Anfield. \"I hope Champions League football will beckon for Liverpool - either as winners or as finishing fourth in the Premiership - and he will commit himself. \"There has been a lot of soul-searching the way things have gone lately. \"I hope he\\'s hardening to the fact he will have big decisions to make but I hope it is to the benefit of Steven Gerrard and I hope it is worthwhile for Liverpool.\"\\n',\n", + " \"South Bank Awards honour hit soap\\n\\nCoronation Street has become the first soap to triumph at the South Bank Show Awards, which traditionally reward highbrow and groundbreaking culture.\\n\\nThe soap beat fellow ITV1 show Filthy Love and Channel 4's Shameless to win the best TV drama prize on Thursday. Little Britain was named best comedy while Franz Ferdinand beat Morrissey and The Libertines to the music award. Shane Meadows' Dead Man's Shoes picked up the best film award, beating Shaun of the Dead and My Summer of Love. The two award ceremonies reflect the achievements the industry believes have been made in the last year.\\n\\nIn 2004, Coronation Street pulled away from its BBC One rival EastEnders in the ratings and dominated other TV awards. Last year, the South Bank Award for best TV drama went to Steven Poliakoff's period piece The Lost Prince, while Bloody Sunday, about the 1972 killings in Northern Ireland, won in 2003. In other South Bank categories, Little Britain's second series beat Nighty Night and The Green Wing to the comedy trophy while Alan Bennett's The History Boys won in the theatre category. Author David Mitchell made up for losing out in the Booker Prize to Alan Hollinghurst by beating him to the literary award with his book Cloud Atlas. Shameless, State Of Play and Clocking Off creator Paul Abbott got a lifetime achievement award while former Grange Hill actress Amma Asante won the breakthrough award for writing and directing her first film, A Way Of Life.\\n\",\n", + " 'Muslim police stops \\'more likely\\'\\n\\nUK Muslims should accept that people of Islamic appearance are more likely to be stopped and searched by police, a Home Office minister has said.\\n\\nHazel Blears said innocent Muslims would be targeted because of the search for Islamic extremists. Qualifications for religious leaders to enter the UK could also be made tougher, she told a Commons inquiry. Her comments have been described as \"irresponsible\" and \"outrageous\" by the Islamic Human Rights Commission (IHRC).\\n\\n\"The threat is most likely to come from those people associated with an extreme form of Islam, or who are falsely hiding behind Islam,\" the Salford MP told the Commons home affairs committee.\\n\\n\"It means that some of our counter-terrorism powers will be disproportionately experienced by the Muslim community.\" It was a reality that should be recognised, she said. \"If a threat is from a particular place then our action is going to be targeted at that area,\" she added. On ministers of religions, such as imams, she said faith groups would be asked what other qualifications and skills, such as civic knowledge and ability to engage the community, should be demanded. Last year, ministers introduced a requirement that ministers should speak English to a certain level.\\n\\nIHRC chairman Massoud Shadjareh accused Ms Blears of \"playing an Islamophobia card\" in the run-up to a general election.\\n\\n\"She is demonising and alienating our community,\" he said. \"It is a legitimisation for a backlash and for racists to have an onslaught on our community. \"This sort of comment is just music to the ears of racists.\" Later, the prime minister\\'s official spokesman urged people to put Ms Blears\\' comments into context. The minister had been saying she understood there was a perception that stop and search was aimed at one community, but that was not what was happening, the spokesman said.\\n\\n\"What is happening is that those powers are aimed at those who are suspected of carrying out or planning certain activity who happen to come from one community. \"It is not aimed at a particular community, it is not police policy to aim these powers at a particular community,\" he added. Statistics showed that of the 17 people found guilty of terrorist acts in the UK since the 11 September attacks, only four of the 12 whose ethnic backgrounds were known were Muslim, he added Figures published last week showed that people from ethnic minorities were increasingly likely to be targeted by police stop and search tactics.\\n\\nFigures showed that, for 2003/2004, Asians were 1.9 times more likely to be stopped and searched, compared with 1.7 times more likely in the previous year. Separate figures on police searches in England and Wales carried out under the Terrorism Act 2000 showed that ethnic minorities were more likely to be targeted. Muslim groups have repeatedly claimed that their communities are being victimised under terror laws. In 2003/2004, 12.5% searches under the laws were on Asian people, even though they make up 4.7% of the population. Last July, the police were accused of Islamophobia by Muslim groups after stop and search figures showed the numbers of Asians targeted had risen by 300% since the introduction of anti-terror laws.\\n',\n", + " '$1m payoff for former Shell boss\\n\\nShell is to pay $1m (£522,000) to the ex-finance chief who stepped down from her post in April 2004 after the firm over-stated its reserves.\\n\\nJudy Boynton finally left the firm on 31 December, having spent the intervening time as a special advisor to chief executive Jeroen van der Veer. In January 2004, Shell told shocked investors that its reserves were 20% smaller than previously thought. Shell said the pay-off was in line with Ms Boynton\\'s contract. She was leaving \"by mutual agreement to pursue other career opportunities\", the firm said in a statement. The severance package means she keeps long-term share options, but fails to collect on a 2003 incentive plan since the firm has failed to meet the targets included in it.\\n\\nThe revelation that Shell had inflated its reserves led to the resignation of its chairman, Sir Phil Watts, and production chief Walter van der Vijver.\\n\\nAn investigation commissioned by Shell found that Ms Boynton had to share responsibility for the company\\'s behaviour. Despite receiving an email from Mr Van de Vijver which said the firm had \"fooled\" the market about its reserves, the investigation said, she did nothing to inquire further. In all, Shell restated its reserves four times during 2003. In September, it paid £82.7m in fines to regulators on both sides of the Atlantic for violating market rules in its reporting of its reserves.\\n',\n", + " 'BMW cash to fuel Mini production\\n\\nLess than four years after the new Mini was launched, German car maker BMW has announced £100m of new investment.\\n\\nSome 200 new jobs are to be created at the Oxford factory, including modernised machinery and a new body shell production building. The result of the investment could be to raise output to more than 200,000 cars from 2007. The rise, from 189,000 last year, is a response to rapidly-rising demand and could help wipe out waiting lists. Before Wednesday\\'s announcement, BMW had invested some £280m in Mini production.\\n\\nSince its launch during summer 2001, the new Mini has gone from strength to strength.\\n\\nLast year, almost one in six cars sold by the BMW group was a Mini. The company admits that the success of the brand came despite scepticism from many in the industry. \"Our decision to produce a new Mini was not received well right away,\" said Norbert Reithofer, a member of the BMW management board. Initially, BMW said it would produce 100,000 Mini models a year at its vast Cowley factory on the outskirts of Oxford, but the target was quickly reached, then raised, time and time again. Not everyone is convinced that the boom can continue. \"The risk is that after they\\'ve invested massively in the brand, demand tapers off like it did with the new VW Beetle,\" said Brad Wernle, from Automotive News Europe.\\n\\nThe price of the car has also gone up. When it was launched, the cheapest Mini cost just more than £10,000. These days, buyers will have to fork out almost £11,500 to own a new Mini One, or even more for the Cooper S which costs up to £17,730. The Mini Convertible, which was launched last spring, costs up to £15,690 for the top model, and there is even a waiting list. Second-hand Minis are not cheap either. A Mini One bought when the model was launched should still fetch at least £8,000 for the cheapest model, while a used Cooper S is likely to be priced from £12,556, according to the-car buying website Parker\\'s. The consumers\\' association Which operates with slightly different numbers, yet it confirms that the Mini Cooper 1.6 depreciates slower than any other car, other than the Mercedes Benz C180 SE and the BMW 1 Series 116i SE.\\n\\nThe Cowley factory, which initially seemed far too large a production plant for just 100,000 Minis, is increasingly being put to good use.\\n\\nThere are plans to tear down old buildings and build new ones and there are rumours that a new paint shop could be included in the plans. BMW\\'s Mini adventure has made good much of what went wrong during its stewardship of the UK car maker Rover which it sold for £10 five years ago to the Phoenix consortium. In 1999, when BMW still owned Rover, the Oxford factory was producing the award-winning Rover 75. During that year, 3,500 people produced 56,000 cars. Last year, in the same factory, almost four times as many vehicles were produced by just 4,500 Mini-workers. The Mini factory\\'s current output is equally impressive when compared with the main Rover factory in Longbridge, which in 1999 produced 180,000 Rover cars. Last year, MG Rover, which employs more than 6,000 people, produced just 110,000 cars, though it hopes to land a deal with Shanghai Automotive Industry Corporation (SAIC) that could help double the number of cars produced at Longbridge. Indeed, Mini is not only producing more cars than MG Rover does; it remains ahead even when the current sales of Land Rovers and Range Rovers (which are made by the former Rover unit that BMW sold to Ford) are taken into account.\\n',\n", + " 'Buffy creator joins Wonder Woman\\n\\nThe creator of Buffy the Vampire Slayer is to take on a new female superhero after signing up to write and direct the Wonder Woman movie.\\n\\nJoss Whedon described the DC Comics character as \"the most iconic female heroine of our time\". \"In a way, no one has met her yet,\" he said. \"What I love most about icons is finding out what\\'s behind them, exploring the price of their power.\" Linda Carter played the character in the 1970s TV series. The character of Wonder Woman, famed for her red and gold costume, was born on Paradise Island, and was blessed with the powers of strength and flight. The film is being produced by Joel Silver, producer of the Matrix trilogy.\\n\\n\"There\\'s no one better than Joss to adapt the legendary Wonder Woman comic book character created in the 1940s into a dynamic feature film for 21st Century audiences,\" said Silver. \"Wonder Woman was the first great female superhero to emerge from comic books and later inspire millions of fans in her television incarnation... but this groundbreaking heroine has yet to be reinvented for the feature film arena.\" Whedon created the character of Buffy in the screenplay for the 1992 film. He distanced himself from the movie because of the direction it eventually took, and the film bombed. But he did not give up on the Slayer and went on to write and executive produce seven seasons of the cult TV series. He also produced the spin-off Angel series. He is currently directing the film Serenity, based on his short-lived sci-fi series Firefly.\\n',\n", + " 'DJ double act revamp chart show\\n\\nDJ duo JK and Joel are taking over BBC Radio 1\\'s flagship chart show on Sunday, adding showbiz news, celebrity interviews and between-song banter.\\n\\nThey hope to boost ratings for the long-running show, which has been overtaken in popularity by independent radio\\'s Hit 40 UK rundown. \"Radio 1\\'s chart show is an institution and remains the station\\'s single most popular show,\" says JK, also known as Jason King. \"For years people have been tuning in at four o\\'clock with their tape recorders ready to record their favourite tunes. Not that I ever did that. \"But things have moved on a lot now so it was time for a change.\"\\n\\nThat change involved ejecting previous host Wes Butters and relocating King and DJ partner Joel Ross from their weekend afternoon Radio 1 slot. The pair have worked together for a decade - meeting on Viking Radio in Hull before moving to Manchester station Key 103 and winning two Sony Radio awards. They also presented gadget series Playboyz and car show Motor Maniacs for cable TV channel Granada Men and Motors, and Pure Soap on BBC Three.\\n\\nOn the revamped chart show their cheeky, laddish banter will punctuate star interviews and competitions, film and DVD charts plus a look at future single releases, in addition to the singles chart itself. \"The chart rundown is no longer the only point of the programme,\" says Ross. \"The show used to be the only way to discover who was in the Top 40. Now you can just click on the internet to find that out, so the show has plenty of extra items too.\" The show\\'s reduced reliance upon the Top 40 also reflects the fact that music fans are now more likely to download songs in digital format rather than buy them on compact disc, vinyl or cassette.\\n\\n\"I personally buy downloads rather than CD singles,\" says 27-year-old Ross. \"Even my grandma can download songs now. JK is still struggling with the technology, though.\" \"But it\\'s premature for people to say that the singles chart is dead,\" Ross adds. \"While sales of singles on traditional formats are down, interest in songs has been revived by download sales, which will be incorporated into our main chart rundown from April. \"Music fans still want to know what is the most popular song of the week.\"\\n\\nRoss will be plumping for chart success from rapper Verbalicious and the Stereophonics on Sunday, while King is more of an R&B and dance music fan. \"So listeners will get the advantage of both our music tastes,\" says King, 30, who describes outgoing host Butters as \"an extremely professional and competent broadcaster\".\\n\\n\"The advantage Joel and I have is that we\\'re a double act, with a rapport between us that makes the show much more interactive,\" King says. \"Wes has a great broadcasting career ahead of him. And if not, I could always use a cleaner,\" he jokes. Ross says the pair have done their best to ignore the weight of expectation placed upon the revamped show. \"Other people can worry about that, we are going to continue doing what we do well,\" he says. \"At the end of the day this is a radio show that is meant to be entertaining. Nobody died.\"\\n',\n", + " 'MPs to debate \\'euthanasia laws\\'\\n\\nMPs are preparing to debate a bill which critics claim would legalise euthanasia \"by the back door\".\\n\\nThe bill would give legal force to \"living wills\", where people say they want medical treatment withheld if they become severely incapacitated. The Mental Capacity Bill has broad support from charities who say it would give better safeguards over treatment. But Christian groups say it could mean doctors withholding food and fluids even if they think it inappropriate.\\n\\nMinisters insist the Mental Capacity Bill - for England and Wales - would not change laws on assisted suicide and contains a presumption in favour of preserving life.\\n\\nThe bill would establish a legal presumption that everybody can make decisions about their own treatment unless proved otherwise. It would allow people to give somebody the power of attorney to make decisions on their behalf, which could be challenged by doctors. Critics fear it could allow \"killing by omission\" through withdrawing treatment. An amendment to the bill - specifically preventing decisions that would bring about death - has been tabled by former Conservative leader Iain Duncan Smith. Ninety one MPs have signed a petition backing the amendment. MPs could vote on it later on Tuesday, during the bill\\'s report stage debate. The Bill will then go to a third reading and be debated in the Lords, before becoming law.\\n\\nThe Christian Medical Fellowship (CMF) and Lawyers\\' Christian Fellowship (LCF) said the Mental Capacity Bill would allow euthanasia by the \"back door\". Peter Saunders of the CMF said it believed advance refusals should be only advisory, not legally binding. \"CMF is concerned that patients will make unwise and hasty advance decisions to refuse food and fluids without being properly informed about the diagnosis and the expected course their illness will take,\" he said.\\n\\nThe LCF\\'s Andrea Williams said there were \"too many loopholes that could be abused by unscrupulous doctors\". Ex-Labour minister Frank Field told BBC Two\\'s Newsnight programme there was a danger people would feel under pressure to \"do away\" with themselves so relatives could inherit their assets.\\n\\nConstitutional Affairs Minister David Lammy said laws affecting 750,000 people with dementia needed updating. Mr Lammy told BBC News Labour MPs would not get a free vote as the law was being strengthened, not changed. \"We are against euthanasia, we are against assisted suicide but we are in a situation now where people can make living wills and that has the force of the common law,\" he said. \"Doctors are saying they want more clarity. Patients are saying they want more clarity.\" The Making Decisions Alliance, which includes the Alzheimer\\'s Society, Age Concern, Mencap and the National Autistic Society, said misunderstandings over the bill had to be cleared up. \"It will not change the current law on euthanasia and will actually provide a series of better safeguards when decisions are made for people who lack capacity,\" the alliance said in a statement. The British Medical Association also backs the bill, saying it just gives incapacitated people the same rights as others. Debate on legalising euthanasia has intensified in the UK because of cases like that of motor neurone patient Diane Pretty. She died two years ago after losing a legal battle to allow her husband to help her commit suicide.\\n',\n", + " 'Clarke to press on with ID cards\\n\\nNew Home Secretary Charles Clarke has vowed to plough on with plans for ID cards despite a call for him to \"pause for thought\" from Charles Kennedy.\\n\\nThe Lib Dem leader said David Blunkett\\'s resignation was a \"good opportunity\" to question whether the legislation was necessary. But Mr Clarke said he had supported the plans when Mr Blunkett argued for them in Cabinet and he supported them now. \"ID cards are a means to creating a more secure society,\" he said. Mr Clarke acknowledged how the measure was introduced remained a matter for debate but he said legislation had already been \"significantly influenced\" by the recommendations of the Commons\\' home affairs committee.\\n\\nThe issue would be debated in Parliament next Monday as scheduled he insisted. Earlier Mr Kennedy, whose party opposes the ID cards plan as \"deeply flawed\" said with Christmas coming up the new home secretary had time to think again. He told BBC Radio 4\\'s Today programme that Mr Clarke had been reported to be less enthusiastic about ID cards than his predecessors. \"Wouldn\\'t this be a good opportunity for a new home secretary, a new broom, to sweep clean in this respect and why do we need this legislation in the first place?\" he asked. Earlier this week the Tories announced they would back the government\\'s plans although Michael Howard was forced to deny the shadow cabinet was split over its decision.\\n\\nThey had decided to support the plans as the police said they would help fight terror, crime and illegal immigration. Among those reported to have serious reservations over the strategy were senior shadow cabinet members David Davis, Oliver Letwin and Tim Yeo. The chairman of the Bar Council, Guy Mansfield QC has warned there is a real risk that people on the \"margins of society\" would be driven into the hands of extremists. \"What is going to happen to young Asian men when there has been a bomb gone off somewhere? They are going to be stopped. If they haven\\'t [ID cards] they are going to be detained.\"\\n\\nThe Home Office says people will pay £85 for a passport and ID card together or a undecided fee for a separate ID card. The first cards would be issued in 2008 and when he was introducing the bill, Mr Blunkett suggested Parliament could decide in 2011 or 2012 whether to make it compulsory for everybody to own the cards, although not to carry them. The new bill will also create new criminal offences on the possession of false identity documents. And there will be civil penalties including a fine of up to £1,000 fine for people who fail to say they have moved house or changed other details and of up to £2,500 for failing to sign up if the cards become compulsory. The scheme will be overseen by a new independent watchdog.\\n',\n", + " 'Dawson joins England injury list\\n\\nScrum-half Matt Dawson is an injury doubt for England\\'s Six Nations opener against Wales next weekend.\\n\\nThe World Cup winner missed Wasps\\' 12-9 loss to Bath on Saturday after injuring his right calf. Wasps coach Warren Gatland said: \"He\\'s got a fitness test in the week but he\\'s got a good chance of playing.\" Gloucester\\'s Andy Hazell and Leicester star Lewis Moody also received knocks during their respective league matches, but should be fit for Wales next week. If Dawson is not fit to face Wales, Robinson will have to choose from Gloucester\\'s Andy Gomarsall or Leicester youngster Harry Ellis.\\n\\nJamie Noon is another player on the sidelines after he limped off in the first half against Saracens on Friday with a dead leg. The centre, who is in line for a first Six Nations start against Wales, will have to wait 48 hours before knowing the state of his injury.\\n',\n", + " 'Lee to create new film superhero\\n\\nComic book veteran Stan Lee is to team up with producer Robert Evans to create a movie featuring a new superhero.\\n\\nForeverman will focus on a character who has to face problems in everyday life as well as using his special powers to save the world. Paramount Pictures, the studio behind the film, have revealed few details about the project but say it has the potential to spawn a series of films. Lee is best known for his work on Spider-Man and The Incredible Hulk.\\n\\nHe is collaborating on the script with screenwriter Peter Briggs, who penned the recent comic book adaptation Hellboy. \"We believe it to be truly a whole new franchise,\" said Gill Champion, president and chief executive of Lee\\'s POW! Entertainment. \"In this world where people are looking for something different, Stan\\'s idea was to create a concept not seen before to become an evergreen franchise for Paramount.\" Many of Lee\\'s other creations, including X-Men and Daredevil, have been turned into films in the past five years. However, the Spider-Man series has been the biggest box office hit, with the 2002 original and its 2004 sequel taking almost $1.6bn (£857m) worldwide. A third Spider-Man film is scheduled for release in 2007. Another Marvel Comics adaptation, The Fantastic Four, will be released in cinemas this summer.\\n',\n", + " 'Student \\'fee factor\\' played down\\n\\nA rise has been recorded in the number of students from south of the border applying to universities in Scotland.\\n\\nHowever, Lifelong Learning Minister Jim Wallace said that this would not result in Scottish students missing out. Applications from England and Wales rose by 17% between January 2005 and the previous year, up 23,600 to 27,700. Fears had been expressed that a flood of \"fee refugees\" would try to avoid top-up fees of up to £3,000 a year being introduced in England. In June last year, Mr Wallace announced proposals to increase tuition fees for English students studying in Scotland by £2,000 in an attempt to prevent a cross-border flood, although no figure has yet been agreed. Legislation to introduce the top-up fees in England is not due to take effect until autumn 2006 and students who start before then will not have to pay additional fees at all.\\n\\nThe figures were made public on Thursday by admissions service Ucas. Universities Scotland, which represents university principals, claimed that an increase in applications did not amount to Scottish students being squeezed out. Director, David Caldwell, said some students could be applying in an attempt to avoid the possible increase in annual fees at English universities, but this was not a major factor. He told BBC Radio Scotland\\'s Good Morning Scotland programme: \"The reason people are opting for Scottish universities is that they are perceived as being of very high quality, they offer very attractive courses and Scotland is seen as a very attractive place to study.\\n\\n\"They know that when they take up their studies in 2006 they will be hit by top-up fees if they are going to a university in England and that may be part of the reason why the numbers coming to Scotland are so inflated. \"However, it does not mean that we will see thousands of additional students from England studying here.\" Mr Wallace agreed and said the figures had to be looked at in context. He explained that when applications were translated into acceptances, the number was not huge - an additional figure of about 200.\\n\\nAlso, the picture was further blurred by the fact that applications from Wales, where there are no plans for top-up fees, have also risen, by 19%. Mr Wallace said: \"Accepting students from all parts of the world does show the high regard in which Scottish higher education is held, not just in Britain. \"We want to make sure that when students are making their choice, they do so on the nature of the course and not because they are under some sort of financial pressure to go to Scotland. \"We do not want to have a situation where it becomes impossible for Scottish students to get places at Scottish universities because we are seen as the cheap option. \"Very often the quality of the university experience is enhanced by the fact there are students coming from a wide range of backgrounds so it would be wrong to go the other way and start excluding students.\"\\n',\n", + " 'Ebbers \\'aware\\' of WorldCom fraud\\n\\nFormer WorldCom boss Bernie Ebbers was directly involved in the $11bn financial fraud at the firm, his closest associate has told a US court.\\n\\nGiving evidence in the criminal trial of Mr Ebbers, ex-finance chief Scott Sullivan implicated his colleague in the accounting scandal at the firm. Mr Sullivan, WorldCom\\'s former number two, is the government\\'s chief witness in its case against Mr Ebbers. Mr Ebbers has denied multiple charges of conspiracy and fraud.\\n\\nSenior WorldCom executives are accused of orchestrating a huge fraud at the former telecoms company in which they exaggerated revenues and hid the cost of expenses. The firm was forced into bankruptcy, the largest in US history. Mr Sullivan, 42, pleaded guilty to fraud last year and agreed to assist the government with its case against Mr Ebbers.\\n\\nProsecutors have alleged that Mr Ebbers, 63, directed Mr Sullivan to hide the true state of the company\\'s finances by providing false information to the firm\\'s accountants. Mr Ebbers has denied all the charges, saying he was unaware of the fraud. His lawyers claim that their client was unfamiliar with detailed accounting practices and left that side of the business to Mr Sullivan.\\n\\nHowever, on Monday Mr Sullivan named Mr Ebbers as one of five executives who participated in the accounting fraud. \"He [Ebbers] has got a hands-on grasp of financial information,\" Mr Sullivan told a New York court. On his first day of questioning, Mr Sullivan admitted to falsifying the company\\'s financial statements.\\n\\n\"We did not disclose these adjustments,\" he said. \"We did not talk about these adjustments and the information was false.\" Mr Sullivan said his former boss knew more about accounting matters than many chief financial officers and described him as \"detail-oriented\".\\n\\nHe portrayed Mr Ebbers, a charismatic businessman who built up WorldCom from a small regional operator into one of America\\'s largest telecoms firms, as obsessed with costs. \"He would talk about that there were more coffee filters than coffee bags and that means employees are taking coffee home,\" he said. \"We needed to cut expenses. We needed to cut a lot more than coffee expenses.\" Mr Sullivan is at the centre of the government\\'s case against Mr Ebbers. Mr Ebbers could face a sentence of 85 years if convicted of all the charges he is facing.\\n',\n", + " 'UK\\'s \\'useless\\' quangos under fire\\n\\nThe UK has 529 quangos financed with billions of pounds of taxpayers\\' cash - many of which are useless or duplicate each other\\'s efforts, a report claims.\\n\\nEssential Guide to British Quangos 2005 author Dan Lewis said at least 111 of the appointed bodies had been set up since Labour won power in 1997. He urged a limit on the number of quangos that could be set up by any individual government department. Tories and Lib Dems welcomed the report and called for a \"slimming down\".\\n\\nConservative deregulation spokesman John Redwood said: \"The research endorses our policy of destroying unwanted and unnecessary quangos, and slimming down the rest.\\n\\n\"A Conservative government will axe 162 quangos, as part of its drive for more efficient and more accountable government.\" Lib Dem spokesman Ed Davey meanwhile said instead of the \"bonfire of quangos\" New Labour had promised, there had been an \"explosion\" of them. \"For over two decades, under both Tory and Labour governments, these unaccountable agencies have mushroomed. \"Liberal Democrats would abolish many, merge others, and make any that remain properly accountable.\" Labour representatives were unavailable for comment. The quango guide follows last year\\'s government-commissioned Gershon Report which recommended significant cuts in bureaucracy across the public sector.\\n\\nMr Lewis wants a public inquiry into regional development agencies which cost £1.8bn a year - cash he says which \"appears to be almost entirely wasted\". As well as a departmental limit on quangos he also wants a statutory five-year limit on any such body with executive powers. He also listed what he dubbed the nine \"most useless quangos\". They were the British Potato Council, the Milk Development Council, the Energy Savings Trust, Agricultural Wages Committees, the Wine Standards Board, the Westminster Foundation for Democracy, the Football Licensing Authority, Investors in People UK and the Economic and Social Research Council. Mr Lewis branded the existence of the 60-employee Potato Council, set up in 1997 to research and promote overseas potato markets, \"surprising\". He said the £80m spent annually on the Energy Savings Trust, which promotes renewable energy, would be better spent on eight million boiler jackets for British homes.\\n\\nAnd he argued it was \"absurd\" to charge farmers for Agricultural Wages Committees, which set working and wage standards in the industry, when many were prepared to take advantage of immigrant labour prepared to work for £1 an hour. \"If a football team can afford to pay £27m for Wayne Rooney, why should the taxpayer - not all of whom like football - be forced to fund the Football Licensing Authority to the tune of over £1.1m a year?\" Mr Lewis asked. The report is published by the Efficiency in Government Unit - a joint effort by right of centre think tanks the Economic Research Council and the Centre for Policy Studies. It says before a new public body is set up, an assessment should be made whether its proposed role is already carried out by an existing charity or other private organisation.\\n',\n", + " 'Brown calls for £5.5bn Aids fund\\n\\nGordon Brown has called on rich nations to fund a £5.5bn ($10bn) plan to fight the Aids epidemic and find a vaccine.\\n\\nOn the fourth day of his six-day tour of Africa, the UK chancellor predicted a vaccine could be found by 2012 if the world stepped up its funding pledges. Doubling the £400m being spent yearly on finding such a vaccine could advance it by three years and save six million lives, Mr Brown said on Thursday. He hopes to use the UK\\'s G8 presidency to push the issue forward.\\n\\n\"I believe that the generation that provided the finance to combat, cure and eradicate the world\\'s deadliest disease of today - and today the world\\'s least curable disease - HIV/Aids - will rightly earn the title \\'the great generation\\',\" Mr Brown said in a speech during his African tour. The problems of HIV/Aids were inseparable from poverty, he added. \"At least $10 billion per annum (£5.5bn) is needed to address the HIV/Aids crisis in low and middle income countries. \"Existing financial commitments on their own will not stop the pandemic. \"The UK\\'s proposal for an International Finance Facility is so important - increasing world aid flows by over $50 billion (£27bn). A doubling of world aid to halve world poverty.\" Mr Brown also said he had agreed with the Italian finance minister Domenico Siniscalco to push forward with plans for the world-wide sharing and co-ordination of research into the disease.\\n\\nCurrently the private sector was only spending £60m a year on seeking an inoculation and the market needed boosting, Mr Brown said. He called on industrialised nations to commit themselves to buying the first 300m vaccines at a cost of $20 each, thereby boosting the market for inoculations. This would be a \"large enough inducement to create much stronger interest from both large and small pharmaceutical firms\", Mr Brown added.\\n\\nMore must also be done to finance the treatment and care of those living with HIV/Aids and their families, he said. But Aid charity Actionaid criticised Mr Brown\\'s preoccupation with finding a vaccine and called on G8 nations to fund HIV/Aids treatments. The charity\\'s head of HIV/Aids in Britain, Simon Wright said: \"While encouraging the pharmaceutical industry to discover an HIV vaccine is important, a failure to provide any funding for HIV treatments condemns a generation of people to death. \"HIV is decimating African countries, killing the most productive adults who should be working, caring for children and building the economy. An HIV vaccine is probably at least 10 years away. Treatments are needed now.\" On Wednesday, Mr Brown visited slums in the Kenyan capital Nairobi . He will visit an HIV/Aids orphanage in Tanzania and a women\\'s credit union in Mozambique before chairing a meeting of the Commission for Africa in Cape Town. The chancellor has already unveiled proposals for a G8 aid package which he has likened to the Marshall Plan used by the United States to rebuild Europe after World War Two.\\n',\n", + " 'Navratilova hits out at critics\\n\\nMartina Navratilova has defended her decision to prolong her tennis career at the age of 48.\\n\\nNavratilova, who made a comeback after retiring in 1994, will play doubles and mixed doubles events in 2005. \"Women\\'s tennis is really strong,\" she said, dismissing suggestions that the fact she could still win reflected badly on the women\\'s game. \"All I can say is I\\'m that damn good. I\\'m sorry but I really have to blow my own horn here. I\\'m still that good.\" Navratilova has won three Grand Slam mixed doubles titles since she came out of retirement. And she was so encouraged by her form that she decided to resume playing singles, winning two of her seven matches. She was knocked out in the first round of the French Open but reached the second round at Wimbledon. Navratilova will partner Nathalie Dechy in the doubles event at the Uncle Toby\\'s Hardcourts tournament on Australia\\'s Gold Coast, which begins on Sunday. She will then link up with Daniela Hantuchova for the Australian Open doubles, and play in the mixed doubles with Leander Paes. \"I might be playing some singles events this season, depending on the surface,\" she added.\\n',\n", + " \"Algeria hit by further gas riots\\n\\nAlgeria suffered a weekend of violent protests against government plans to raise gas prices, local press reports.\\n\\nDemonstrators in a number of regions blocked roads, attacked public buildings and overturned vehicles, newspapers including El Watan reported. The price of butane gas, a vital fuel for cooking, has risen to 200 dinars ($2.77) per canister from 170 dinars. Even before the hike, failing economic conditions had been fanning resentment in some of Algeria's poorest regions.\\n\\nDemonstrators took to the streets last week when the cost change was first announced, but police seemed to have restored order. According to local press reports, trouble flared up again on Saturday and carried on into Sunday. El Watan said that a number of hot spots centred on the villages and towns close to Bouira, about 100 kilometres (60 miles) south of the capital Algiers. Among the other main areas affected were the western Tiaret region and Sidi Ammar in the east of the country, Agence France Presse (AFP) reported. Riots also flared up in the Maghnia region close to the border with Morocco in the west, AFP said. Butane gas and fuel oil are used as the main source of fuel to heat homes and cook food in Algeria's remote mountain areas.\\n\",\n", + " 'Labour\\'s \\'EU propaganda\\'\\n\\nA \"taxpayer subsidised propaganda exercise\" on the EU is being used to lull the British public into a false sense of security, say the Tories.\\n\\nShadow foreign secretary Michael Ancram told MPs a new White Paper was part of trying to soften up opinion ahead of the referendum on the EU constitution. His claims were denied by Foreign Secretary Jack Straw, who accused the Tories of \"running scared\" of debate. EU cooperation would help get better UK immigration controls, he argued.\\n\\nMr Straw used Thursday\\'s Commons debate to launch the new White Paper on the prospects for the EU in 2005. Security, stability and prosperity would be the key themes when the UK took over the chairmanship of the EU in July, said Mr Straw. Africa and climate change would also feature highly. He said the UK was trying to ensure future EU budgets were limited to 1% of Europe\\'s economic output and were spent \"where it adds most value\". Mr Straw promised to continue to ensure the UK\\'s budget rebate, secured in 1984 by Margaret Thatcher, was \"fully justified\". \"We, like all other countries, have a veto on any changes proposed in this area,\" he said.\\n\\nMr Ancram condemned the document, which the Foreign Office says has cost about £2,500 to design, print and deliver. \"Isn\\'t the reason that the government is now involved in a taxpayer subsidised propaganda exercise to try to sell the new EU to the country in advance of the forthcoming referendum and general election?,\" he asked. The Tory spokesman also criticised the government for claiming the EU constitution would make Europe easier to understand. \"The government, last week, had to publish a commentary of 500 pages to try and explain this \\'easy and simple\\' constitution to the British people,\" he said. \"Who are they trying to kid?\" The proposed question for the constitution referendum is: \"Should the United Kingdom approve the Treaty establishing a Constitution for the European Union?\" The Electoral Commission on Thursday said it was satisfied the question was easy to understand. The government has suggested the referendum on the constitution could take place in spring 2006, with the Tories set to campaign for a \"no\" vote.\\n\\nMr Ancram said ministers were prolonging uncertainty by putting the vote off until the latest date possible. The foreign secretary hit back by saying Tory attitudes to Europe had helped keep the party out of power for more than a decade. Mr Straw argued cooperation with European partners could bring a \"level playing field\" on immigration and asylum controls. \"You are setting your face against all of these things,\" he added. For the Liberal Democrats, Sir Menzies Campbell said the UK should not ignore the need to reform the EU Common Agricultural Policy. Change was particularly important for developing countries wanting access to markets, he argued. Sir Menzies was among those worried about plans, backed by the UK, to lift the arms embargo imposed on China after the Tiananmen Square massacre. Mr Straw said no decisions had been taken - Chinese human rights had improved but not by enough.\\n',\n", + " 'BP surges ahead on high oil price\\n\\nOil giant BP has announced a 26% rise in annual profits to $16.2bn (£8.7bn) on the back of record oil prices.\\n\\nLast week, rival Shell reported an annual profit of $17.5bn - a record profit for a UK-listed company. BP added that it was increasing its fourth-quarter dividend by 26% to 8.5 cents, and that it would continue with share buybacks. BP chief executive Lord Browne said the results were strong \"both operationally and financially.\"\\n\\nThe company is earning about $1.8m an hour.\\n\\nDespite the record annual profits figure, BP\\'s performance was below the expectations of some City analysts. However, BP\\'s share price rose 4p or nearly 1% in morning trading to 548p. Its profit rise for the year included profits of $3.65bn (£1.97bn) for the final three months of 2004 - up from $2.89bn a year ago but below its third quarter.\\n\\nSpeaking on the BBC\\'s Today programme on Tuesday, Lord Browne said the profits were not solely down to the high oil price alone.\\n\\n\"The profits are up more than the price of oil is up,\" he said. Lord Browne pointed out that BP was reaping the benefits of its investment in oil exploration. \"We have spent many years buying (assets) when the price is low,\" he said. The company has made new discoveries in Egypt, the Gulf of Mexico and Angola.\\n\\nHowever, Lord Browne rejected calls for a windfall tax on his company\\'s huge profits, saying that in the North Sea it paid progressively more tax, the more profits it made. Lord Browne believes oil prices will remain quite high. Currently above $40 a barrel, he said: \"The price of oil will be well supported above $30 a barrel for the medium term.\" BP put production for the year at 3.997 billion barrels of oil, up 10% on 2003, but slightly lower than the four billion barrels it had initially aimed for.\\n',\n", + " 'Open source leaders slam patents\\n\\nThe war of words between Microsoft and the open source movement heated up this week as Linux founder Linus Torvalds led an attack on software patents.\\n\\nIn a panel discussion at a Linux summit in California Mr Torvalds said software patents were a problem for the open source movement. Mitchell Kapor, chairman of the Mozilla foundation, warned that Microsoft could use patent lawsuits in the future. Linux is a freely-available alternative to Microsoft\\'s Windows. It relies on a community of programmers for its development and is based on open source principles, which allow others to use and modify it without having to pay licence fees. The attack on software patents comes at a time when IBM has made 500 of its patents freely available. Other companies are expected to follow suit.\\n\\nThere are between 150,000 and 300,000 registered software patents in the US and open source developers argue that many should never have been granted. This is a view corroborated by the UK Patent Office. \"Some of the patents have dubious validity and are being wielded by some big companies to force smaller companies to buy licenses in the knowledge that they can\\'t afford to take them to court,\" said Dr Jeremy Philpott of the UK Patent Office. Some panel members are worried that Microsoft would issue a series of patent lawsuits in the future. \"If totally pushed to the wall - because their business model no longer holds up in an era in which open source is an economically superior way to produce software...of course they\\'re going to unleash the WMDs,\" Mr Kapor is reported as saying. Microsoft did not want to comment directly, referring the issue instead to trade body Intellect, of which it is a member. \"As far as Intellect is concerned, open source and patents have co-existed for many years without problems,\" said spokeswoman Jill Sutherland. \"The industry respects the open source movement and in fact many of the members we represent use the open source system to develop software,\" \"We think the important point to make is that companies should be able to choose between patents, copyrights and open source as to the treatment of their intellectual discoveries, and not be forced into using one or the other,\" she added.\\n',\n", + " 'Fockers retain film chart crown\\n\\nComedy Meet The Fockers has held on to the number one spot at the North American box office for a second week.\\n\\nIt took $42.8m (£23.7m) at the weekend, making its overall takings more than $163m (£90m) in 12 days, according to studio estimates. It took $19.1m (£9.9m) on Christmas Day alone, the highest takings on that day in box office history. The sequel to the Ben Stiller comedy Meet The Parents stars Robert De Niro, Dustin Hoffman and Barbra Streisand. The success of Meet the Fockers could help produce record box office revenue for 2004, said Paul Dergarabedian, president of the industry\\'s tracker Exhibitor Relations. \"We\\'ve had a much stronger than anticipated final week of the year that helped the industry end on a high note,\" said Mr Dergarabedian.\\n\\nMeet the Fockers also broke the box office records for the most money taken on New Year\\'s Eve, when it made $12.2m (£6.2m), and New Year\\'s Day, when it took $18m (£9.4m). The previous New Year\\'s Eve record was set in 2000 by Cast Away with $8.5m (£4.5m). The Lord of the Rings: The Return of the King had held the New Year\\'s Day title with $12.8m (£6.7m). However, Christmas takings were down 26.5% on 2003\\'s figures - which was blamed on Christmas falling over a weekend this year. This weekend\\'s top 12 films took an estimated $125.4m (£65.8m), a 4.3% increase on the same weekend last year. But there were no major releases last week to provide competition to Meet the Fockers or Lemony Snicket\\'s A Series of Unfortunate Events, which finished in second place with $14.7m (£7.7m). The Aviator, starring Leonardo DiCaprio as Howard Hughes, ended up in third position after taking $11.2m (£5.9m). Comedy Fat Albert - co-written by Bill Cosby - moved down the chart to fourth place after taking $10.7m (£5.6m).\\n',\n", + " 'Blair\\'s hope for Blunkett return\\n\\nThe events leading to David Blunkett\\'s resignation must not \"swept under the carpet\", the Tories have warned.\\n\\nOn Wednesday Tony Blair said he hoped the former home secretary would serve again in government in the future. Mr Blunkett quit in December after a probe linked him to the visa application of his ex-lover\\'s nanny. Mr Blair said he left \"without a stain on his character\" but Tory Dominic Grieve branded the way Mr Blunkett\\'s office operated as \"scandalous\". Mr Blair told BBC Radio 4\\'s Today programme: \"I know David very well and I believe him to be a man of real integrity and real ability and I was very sad for him as to what happened.\"\\n\\nHe said Mr Blunkett still had an immense amount to offer the country but he was not making any \"guarantees or definitive statements\" about future jobs. But shadow attorney general Mr Grieve said: \"While I don\\'t rule out the possibility that Mr Blunkett may return as a minister, I don\\'t think it\\'s something that can simply be brushed under the carpet.\" Senior Labour backbencher Martin O\\'Neill, who chairs the Commons trade committee, said he believed the prime minister would want one of his \"praetorian guard\" - a reference to the elite body guard of Roman emperors - back alongside him. But colleague Ian Gibson, who chairs the science and technology committee, said there was a \"question mark\" as to whether Mr Blunkett could serve at cabinet level again.\\n',\n", + " 'Campbell to extend sprint career\\n\\nDarren Campbell has set his sights on running quicker than ever after deciding not to retire from sprinting.\\n\\nCampbell, who won Olympic 4x100m relay gold, had been unsure about his future. But he told Five Live\\'s Sportsweek: \"I had to get back into training before I could decide because if I didn\\'t have the same hunger I\\'d have to walk away. \"I\\'ve started back and I\\'m thoroughly enjoying it. I\\'m looking forward to it. I\\'ve got to run under 10 seconds (for 100m) and under 20 seconds (for 200m).\" Campbell was part of the British quartet who shocked the Americans to win relay gold in Athens in August.\\n\\nThe Newport-based athlete and team-mates Jason Gardener, Marlon Devonish and Mark Lewis-Francis were rewarded with MBEs in the New Year Honours List. Campbell\\'s relay triumph made up for his disappointing displays in the individual 100m and 200m events in Athens, when he failed to reach the finals. The 31-year-old, who won Olympic 200m silver in Sydney in 2000, said during the Games that a hamstring injury had stopped him from running at his best.\\n\\nHe was criticised at the time by former Olympic champion Michael Johnson, who cast doubt on Campbell\\'s injury claims. \"To go to Athens and finally get the gold I\\'ve been trying to get for 24 years was a big relief,\" said Campbell. \"It was a chance for me to prove that if I\\'d been fit I would have been challenging for the (individual) medals. \"Every season I go and challenge for the medals so why would last season have been any different? \"It\\'s just unfortunate that I picked up that injury just before the Olympics.\" Campbell set his 100m personal best of 10.04secs when he won the European title in Budapest in 1998. And he ran 20.13secs in the quarter-finals of the 200m in Sydney on the way to Olympic silver.\\n',\n", + " 'Lifestyle \\'governs mobile choice\\'\\n\\nFaster, better or funkier hardware alone is not going to help phone firms sell more handsets, research suggests.\\n\\nInstead, phone firms keen to get more out of their customers should not just be pushing the technology for its own sake. Consumers are far more interested in how handsets fit in with their lifestyle than they are in screen size, onboard memory or the chip inside, shows an in-depth study by telecommunications company Ericsson. \"Historically in the industry there has been too much focus on using technology,\" said Dr Michael Bjorn, senior advisor on mobile media at Ericsson\\'s consumer and enterprise lab. \"We have to stop saying that these technologies will change their lives,\" he said. \"We should try to speak to consumers in their own language and help them see how it fits in with what they are doing,\" he told the BBC News website.\\n\\nFor the study, Ericsson interviewed 14,000 mobile phone owners on the ways they use their phone. \"People\\'s habits remain the same,\" said Dr Bjorn. \"They just move the activity into the mobile phone as it\\'s a much more convenient way to do it.\"\\n\\nOne good example of this was diary-writing among younger people, he said. While diaries have always been popular, a mobile phone -- especially one equipped with a camera -- helps them keep it in a different form. Youngsters\\' use of text messages also reflects their desire to chat and keep in contact with friends and again just lets them do it in a slightly changed way. Dr Bjorn said that although consumers do what they always did but use a phone to do it, the sheer variety of what the new handset technologies make possible does gradually drive new habits and lifestyles. Ericsson\\'s research has shown that consumers divide into different \"tribes\" that use phones in different ways. Dr Bjorn said groups dubbed \"pioneers\" and \"materialists\" were most interested in trying new things and were behind the start of many trends in phone use. \"For instance,\" he said, \"older people are using SMS much more than they did five years ago.\" This was because younger users, often the children of ageing mobile owners, encouraged older people to try it so they could keep in touch.\\n\\nAnother factor governing the speed of change in mobile phone use was the simple speed with which new devices are bought by pioneers and materialists. Only when about 25% of people have handsets with new innovations on them, such as cameras, can consumers stop worrying that if they send a picture message the person at the other end will be able to see it.\\n\\nOnce this significant number of users is passed, use of new innovations tends to take off. Dr Bjorn said that early reports of camera phone usage in Japan seemed to imply that the innovation was going to be a flop. However, he said, now 45% of the Japanese people Ericsson questioned use their camera phone at least once a month. In 2003 the figure was 29%. Similarly, across Europe the numbers of people taking snaps with cameras is starting to rise. In 2003 only 4% of the people in the UK took a phonecam snap at least once a month. Now the figure is 14%. Similar rises have been seen in many other European nations. Dr Bjorn said that people also used their camera phones in very different ways to film and even digital cameras. \"Usage patterns for digital cameras are almost exactly replacing usage patterns for analogue cameras,\" he said. Digital cameras tend to be used on significant events such as weddings, holidays and birthdays. By contrast, he said, camera phones were being used much more to capture a moment and were being woven into everyday life.\\n',\n", + " 'S&N extends Indian beer venture\\n\\nThe UK\\'s biggest brewer, Scottish and Newcastle (S&N), is to buy 37.5% of India\\'s United Breweries in a deal worth 4.66bn rupees ($106m:£54.6m).\\n\\nS&N will buy a 17.5% equity stake in United, maker of the well-known Kingfisher lager brand, and make a public offer to buy another 20% stake. A similar holding will be controlled by Vijay Mallya, chair of the Indian firm. The deal was a \"natural development\" of its joint venture with United, said Tony Froggatt, S&N\\'s chief executive.\\n\\nIts top brands include Newcastle Brown Ale, Foster\\'s, John Smith\\'s, Strongbow and Kronenbourg. In 2002 S&N and United agreed to form a strategic partnership, one that would include a joint venture business and a UK investment in the Indian brewer. The joint venture was established in May 2003. with both parties having a 40% stake in the venture - Millennium Alcobev. Millennium Alcobev will now be merged with United, which expects post-merger to have about half of India\\'s beer market.\\n\\nIndia, with a population of more than one billion, consumes about 1.2 billion bottles of beer every year. Kingfisher has market share of about 29%. In addition to the equity stake S&N is to invest 2.47bn rupees in United through non-convertible redeemable preference shares. Meanwhile, United\\'s budget airline, Kingfisher Airlines, is to buy 10 A320 aircraft from Airbus and has the option to buy 20 more aircraft in a deal worth up to $1.8bn. The airline, the brainchild of Mr Mallya, expects to start its operations by the end of April. The new airline would break even in the very first year of operation, Mr Mallya said.\\n',\n", + " 'Report attacks defence spending\\n\\nThe Ministry of Defence has been criticised over the soaring spending costs and growing delays of its top equipment projects.\\n\\nA National Audit Office report on the 20 biggest projects says costs have risen by £1.7bn in the past year. It says there is \"little evidence\" the MoD\\'s performance had improved, despite the introduction of a \"smart acquisition\" policy six years ago. A senior defence official told the BBC lessons were being learned. The NAO\\'s annual report showed the total cost of the 20 projects covered was expected to reach £50bn - 14% higher than originally planned. The total delays amounted to 62 months, with average individual delays rising by three months.\\n\\nSir John Bourn, head of the NAO, said the problems showed the principles of the scheme known as smart acquisition had not been consistently applied. \"Many problems can be traced to the fact that the MoD has not spent enough time and resources in the assessment phase,\" the report says. The NAO found that projects launched since the start of the scheme were showing the same worrying tendencies as the older \"legacy projects\", such as the Eurofighter. A senior defence official, speaking to the BBC\\'s defence correspondent Paul Adams, said that although the figures were still not good enough, the report reflected unrealistic expectations early on in the project cycle. This year\\'s overspend was significantly less than last year\\'s £3.1bn total, and the Defence Procurement Agency - which is responsible for buying defence equipment - was improving.\\n\\nLord Bach, Minister for Defence Procurement, said he was \"obviously still disappointed with the cost and time increases shown\", but insisted that the Defence Procurement Agency had \"undertaken a huge amount of work to expose any underlying problems on projects\". The latest findings follow a string of critical reports issued within the last 12 months, and, according to our correspondent, contain few new surprises. Turning around the Defence Procurement Agency \"was a little like trying to turn around a super tanker - it takes a very long time indeed\", he said. Our correspondent said it was the same projects, including the Joint Strike Fighter, the Nimrod and A400M aircraft and the Type 45 Destroyer, which were resonsible for the bulk of the cost over-runs and delay. But he added some projects, such as the C-17 heavy lift aircraft and Successor Identification Friend or Foe (SIFF), were showing good performances.\\n',\n", + " 'TV show unites Angolan families\\n\\nAngolan families who are attempting to track each other down, after being separated by nearly 30 years of war, are succeeding thanks to a hugely popular TV show.\\n\\nMeeting Point has become one of TV Angola\\'s most watched programmes, and has reunited hundreds of families. It runs daily, not only on the television but also on the radio. Every Friday, hundreds of people gather in Luanda\\'s Independence Square to record a message in front of the TV cameras, in the hope that a lost relative will see it. Many relatives have been reunited on air. \"At the beginning there was an absolute explosion - huge, huge crowds,\" Sergio Gera, the programme\\'s chief co-ordinator, told BBC World Service\\'s Assignment programme. \"Now things are a little calmer, there are slightly less people - but, after two and a half years of broadcasting, there are still a lot of people going.\"\\n\\nThe media in the southern African country, twice the size of France, has been gripped by the quest of so many people to find their relatives. Hundreds of thousands of people died in Angola\\'s 30-year civil war, which finally ended in 2002, and tens of thousands of people are still missing. Many have not heard anything for 10 or more years - in all, 90% of Angolan families have lost someone.\\n\\nThe idea of recording in Independence Square was modelled on a square in the Argentine capital Buenos Aries, where mothers go to talk about the dead and the missing, and to exchange news. One woman, Victoria Lapete, found her sister - the only remaining member of her family - in Independence Square live on Meeting Point. She had not seen her sibling for 28 years. \"When we saw each other, we threw ourselves into each other\\'s arms,\" she told Assignment. \"We started to cry. I felt very, very happy, because I\\'d spent so long without any family. Suddenly I had a sister again.\" However, Angola is one of the poorest countries in Africa, and the number of people with access to either a television or radio is comparatively few. This means that elsewhere in the country, the task of reuniting families lies primarily with the International Committee of the Red Cross (ICRC). In the city of Wambo, the ICRC runs the Gazetta - a 200-page, tabloid-size book which contains 13,000 names of missing or displaced.\\n\\nTheir task is made much harder by the huge number of landmines dotted around the country. \"It\\'s very difficult - there are many displaced,\" stated Joaquim Sahundi, head of tracing in Wambo.\\n\\n\"As they try to go back [home], others are trying to relocate their relatives. Many people are getting injured because of that - in the villages, in the bush, there has been no clearance of mines. \"When people are crossing these areas, they step on mines.\" The ICRC also uses the media where it can, running four daily broadcasts of their lists of the missing on Radio Angola. Meanwhile, there remain massive challenges to Angolan families even once they are reunited. \"The programme of family reunification is extremely important, but for these families to remain reunified, there has to be social integration, job access, education, healthcare,\" said Rafael Marques of the pro-democracy George Soros Foundation for Southern Africa. \"Essentially the government is waiting for the international community to pay for the reconstruction - that\\'s why it has been persistently calling for a donor\\'s conference. That is just a way of detaching itself from its political responsibilities.\"\\n',\n", + " 'The year search became personal\\n\\nThe odds are that when you fire up your browser, you go straight to your favourite search engine, rather than type in a web address.\\n\\nSome may see this as the height of laziness, but in an era of information overload, search has become a vital tool in navigating the net. It is symptomatic of how the way we use the internet is changing. And as Google has shown, there is money in offering a service that people cannot live without. There is no shortage of companies vying for the loyalty of web searchers, offering a wealth of different services and tools to help you find what you want. Over the past 12 months, giants of the technology world such as Microsoft and Yahoo have sought to grab a slice of the search action. \"User experience has contributed to people searching more,\" said Yonca Brunini of Yahoo. As people become more familiar with the internet, they tend to spend more time online and ask more queries, she said. \"The other second thing is broadband,\" Ms Brunini told the BBC News website. \"This will do to internet what colour has done to TV.\"\\n\\nBut search is hardly a new phenomenon. It has been around since the early days of the net.\\n\\nVeteran surfers will remember old-timers like Hotbot and Altavista. \"Search was always important,\" said Urs Holzle, Google vice-president of operations. \"We trumpeted that in 1999. It is even truer now as there are more users and more information.\" \"People didn\\'t realise that search was the future. The financials have something to do with it.\" Google has shown web commerce can work through its targeted small adverts, which appear at the top and down the right-hand side of a page and are related to the original search. These small ads helped Google reach revenues of $805.9m for the three months to September. Others have woken up to the fact that you can make money out of web queries. \"Once you see there is a market, Microsoft is bound to step to it. If Microsoft sees search as important, then nobody queries it,\" said Mr Holzle.\\n\\nMicrosoft is just one of the net giants muscling in on search. Yahoo, Ask Jeeves, Amazon and a handful of smaller outfits are all seeking to capture eyeballs.\\n\\nWeb users face a plethora of choices as each company tries to outflank Google by rolling out new search products such as desktop search. It reflects how the battlefield has shifted from the net to your PC. Search is not just about finding your way around the web. It is now about unlocking information hidden in the gigabytes of documents, images and music on hard drives. For all these advances, search is still a clumsy tool, often failing to come up with exactly what you had in mind. In order to do a better job, search engines are trying to get to know you better, doing a better job of remembering, cataloguing and managing all the information you come across. \"Personalisation is going to be a big area for the future,\" said Yahoo\\'s Yonca Brunini. \"Whoever cracks that and gives you the information you want is going to be the winner. We have to understand you to give you better results that are tailored to you.\" This is perhaps the Holy Grail of search, understanding what it is you are looking for and providing it quickly. The problem is that no one yet knows how to get there.\\n',\n", + " 'Hewitt falls to Dent in Adelaide\\n\\nLleyton Hewitt suffered a shock defeat to Taylor Dent in the quarter-finals of the Australian Hardcourt Championships in Adelaide on Friday.\\n\\nThe top seed was a strong favourite for the title but went down 7-6 (7-4) 6-3 to the American. Dent will face Juan Ignacio Chela next after the fourth seed was too strong for Jurgen Melzer. Olivier Rochus beat third seed Nicolas Kiefer 6-7 (4-7) 7-6 (8-6) 7-5 and will take on second seed Joachim Johansson. The Swede reached the last four by beating compatriot Thomas Enqvist 6-3 4-6 6-1. \"I felt like I was striking the ball much better,\" said Johansson.\\n\\n\"I felt like I had a lot of break chances, I didn\\'t take care of them all, but I broke him four times and he only broke me once. \"I felt that was the key to get up in the set early.\" Hewitt played down his defeat and insisted he is focused solely on the Australian Open, which starts on 17 January. \"When you\\'ve been number one in the world for a couple of years and won a couple of slams, you look at the big picture and what motivates you,\" said Hewitt. \"That\\'s the Grand Slams and Melbourne\\'s as big for me as any of the four. Even if I don\\'t win Sydney next week it\\'s no big deal.\"\\n',\n", + " 'Diageo to buy US wine firm\\n\\nDiageo, the world\\'s biggest spirits company, has agreed to buy Californian wine company Chalone for $260m (£134m) in an all-cash deal.\\n\\nAlthough Diageo\\'s best-known brands include Smirnoff vodka and Guinness stout, it already has a US winemaking arm - Diageo Chateau & Estate Wines. Diageo said it expects to get US regulatory approval for the deal during the first quarter of 2005. It said Chalone would be integrated into its existing US wine business.\\n\\n\"The US wine market represents a growth opportunity for Diageo, with favourable demographic and consumption trends,\" said Diageo North America president Ivan Menezes. In July, Diageo, which is listed on the London Stock Exchange, reported an annual turnover of £8.89bn, down from £9.28bn a year earlier. It blamed a weaker dollar for its lower turnover. In the year ending 31 December 2003, Chalone reported revenues of $69.4m.\\n',\n", + " 'Escaped prisoner report ordered\\n\\nFirst Minister Jack McConnell has ordered a report on the decision to allow a paranoid schizophrenic knife attacker to go on a visit unguarded.\\n\\nMichael Ferguson, 36, escaped after being allowed out of the high-security Carstairs unit. The SNP\\'s Nicola Sturgeon has demanded to know who was responsible for signing off the leave. The Scottish Executive said ministers would be notified but it would \"not be common practice\" to sign approval. An executive spokesman said the health department and the state hospital itself would work together on preparing the report. Ministerial responsibility for Carstairs rests with Rhona Brankin, the deputy health minister. Ms Brankin said: \"The first minister has called for a review of what has happened, we need to talk to the state hospital and we need to reflect on this.\" Ms Sturgeon has written to Mr McConnell asking for clarification on the move to allow the prisoner out. She said questions must be answered about his escape, if the public is to be reassured about safety. Police are still searching for Ferguson, who failed to return after a trip to East Kilbride on Monday.\\n\\nThe Scottish National Party\\'s parliamentary leader argued that under the law, authorisation of Ferguson\\'s leave of absence would have come directly from ministers. She said: \"The Scottish Executive seemed to indicate yesterday that the escape of Mr Ferguson was a matter for Carstairs. \"However, my understanding is that, under the mental health legislation, the decision to grant this patient - and any restricted patient - leave of absence, would have required direct and specific authorisation by Scottish ministers.\" She added: \"I have written to the first minister today asking for confirmation of that fact. I have also asked him to confirm which minister would routinely take decisions of this nature and what information they are based on. \"This is not an attempt to apportion blame, but to ensure a better understanding of the decision making process in such important and sensitive cases.\"\\n\\nPolice said Ferguson posed a danger to the public. BBC Scotland political correspondent Glenn Campbell said the first minister had ordered an urgent report into the situation. He said: \"We understand from the executive that in this case no individual minister signed off the approval for Michael Ferguson to be released unescorted from Carstairs. \"The executive concedes that it is up to Scottish ministers, they have a legal responsibility for approving this sort of leave, but they say routinely it is specialised officials that make that decision and simply inform ministers that they have taken it. \"But at that stage presumably ministers can ask hard questions and can ask for reassurances that the patient is not a serious danger to the public or that any risk has been minimised.\" Scottish Conservative leader, David McLetchie, said earlier it was \"almost beyond belief that this has been allowed to happen\".\\n\\nThe executive spokeswoman said the recommendation for leave was agreed by a psychiatric advisor \"in conjunction with officials on behalf of ministers\". She said: \"Ministers were told of that, notified of it, but it would not be common practice for them to sign it off. \"They do have statutory responsibility, but the common practice has been that people who work with the patient and have the best knowledge about risk would make that decision.\" Ferguson, who slashed a man in a doctors\\' surgery in Coatbridge in 1994, had been out to see his fiancée Annabella Holmes, 47, whom he met when she was a patient at the high security complex in South Lanarkshire. He is described as being 5ft 9ins tall, slim, with blond hair, blue eyes and a fair complexion. Ferguson was wearing a black jacket, grey jeans, black jumper and black shoes when he was last seen. He has multiple fading tattoos on his left hand and a very faded tear tattoo under his left eye. Ms Holmes is not missing but there have been no sightings of Ferguson since Monday. Strathclyde Police asked anyone who spots Ferguson to contact Sergeant Keith McDonald on\\n\\n.\\n',\n", + " 'Neeson in bid to revive theatre\\n\\nHollywood film star Liam Neeson has held a dinner party in New York to promote Belfast\\'s Lyric Theatre.\\n\\nThe Ballymena-born actor said that the theatre on Ridgeway Street was in a \"very dilapidated condition\". Lyric chairman David Johnston has said that rebuilding the theatre, at a cost of £8m is the only answer. Mr Neeson said that the idea was to get a bunch of \"healthy, wealthy Irish Americans\" in one room and ask them to help with fundraising.\\n\\nThe Oscar-nominated actor, whose films include Schindler\\'s List, Michael Collins and Star Wars: The Phantom Menace, said: \"The Lyric is too important to the cultural and social life of Northern Ireland for this building to crumble and fall apart. \"It gave me a start professionally. Mary O\\'Malley, the founder of the theatre, gave me my future. \"In those days, in the mid-70s, when I was there, we were doing a play every four weeks. \"Belfast was not a pretty town to be living in. \"There was serious trouble, as you know, but this theatre was like a Belisha beacon of light and hope six nights a week, doing everything from Shakespeare to Yeats to O\\'Casey with a group of actors and actresses that affected me very deeply and still do.\" The Lyric began 50 years ago but the doors opened at its present site on the Stranmillis embankment overlooking the River Lagan in 1968.\\n\\nAs well as Liam Neeson, it also launched the careers of Adrian Dunbar and Stephen Rea and playwrights such as Martin Lynch and Gary Mitchell. Speaking to BBC Northern Ireland before the event at New York\\'s SoHo House, Mr Neeson said that his spirit belonged to the Glens of Antrim. And he said that there was one figure from his childhood that he would love to portray on the big screen - Ian Paisley. He said that the DUP leader and preacher was a \"very dynamic, extraordinary figure\". Neeson used to listen to his sermons on a Friday night in Ballymena. He said: \"What an orator. He was from that old school of bible-thumping righteousness. But it was so dramatic. I found him very powerful. \"I\\'d love to get a chance to play him some time.\"\\n',\n", + " 'Egypt and Israel seal trade deal\\n\\nIn a sign of a thaw in relations between Egypt and Israel, the two countries have signed a trade protocol with the US, allowing Egyptian goods made in partnership with Israeli firms free access to American markets.\\n\\nThe protocol, signed in Cairo, will establish what are called \"qualified industrial zones\" in Egypt. Products from these zones will enjoy duty free access to the US, provided that 35% of their components are the product of Israeli-Egyptian cooperation. The US describes this as the most important economic agreement between Egypt and Israel in two decades.\\n\\nThe protocol establishing the zones has been stalled for years. There has been deep sensitivity in Egypt about any form of co-operation with Israel as long as its peace process with the Palestinians remains blocked. But in recent weeks an unusual warmth has crept into relations between the two countries. Both exchanged prisoners earlier this month, with Egypt handing back an Israeli who has served eight years in prison after being convicted for spying.\\n\\nEgyptian President Hosni Mubarak has described Israeli Prime Minister Ariel Sharon as the best chance for the Palestinians to achieve peace. The government in Cairo now believes Mr Sharon is moving towards the centre and away from the positions of right wing groups. It also believes the US, pressed by Europe, is now more willing to engage seriously in the search for a settlement. But there are also pressing economic reasons for Egypt\\'s decision to enter into the trade agreement. It will give a huge boost to Egyptian textile exports, which are about to suffer a drop after new regulations come into force in the US at the beginning of the year.\\n',\n", + " 'Minister digs in over doping row\\n\\nThe Belgian sports minister at the centre of the Svetlana Kuznetsova doping row says he will not apologise for making allegations against her.\\n\\nClaude Eerdekens claims the US Open champion tested positive for ephedrine at an exhibition event last month. Criticised for making the announcement, he said: \"I will never apologise. This product is banned and it\\'s up to her to explain why it\\'s there.\" Kuznetsova says the stimulant may have been in a cold remedy she took. The Russian said she did nothing wrong by taking the medicine during the event. The Women\\'s Tennis Association cleared Kuznetsova of any offence because the drug is not banned when taken out of competition.\\n\\nEerdekens said he made the statement in order to protect the other three players that took part in the tournament, Belgian Justine Henin-Hardenne, Nathalie Dechy of France and Russia\\'s Elena Dementieva. But Dechy is fuming that she has been implicated in the row. \"How can you be happy when you see your face on the cover page and talking about doping?\" Dechy said. \"I\\'m really upset about it and I think the Belgian government did a really bad job about this. \"I think we deserve an apology from the guy. You cannot say anything like this - you cannot say some stuff like this, saying it\\'s one of these girls. This is terrible.\" Dementieva is also angry and says that Dechy and herself are the real victims of the scandal. \"You have no idea what I have been through all these days. It\\'s been too hard on me,\" she said. \"The WTA are trying to handle this problem by saying there are three victims, but I see only two victims in this story - me and Nathalie Dechy, who really have nothing to do with this. \"To be honest with you, I don\\'t feel like I want to talk to Sveta at all. I\\'m just very upset with the way everything has happened.\"\\n',\n", + " 'Safin relieved at Aussie recovery\\n\\nMarat Safin admitted he thought he was suffering another Australian Open final nightmare when he lost the opening set to Lleyton Hewitt.\\n\\nThe Russian, who lost the 2002 and 2004 finals, fought back brilliantly to win 1-6 6-3 6-4 6-4. \"I was nervous and I couldn\\'t play tennis,\" said Safin. \"He started really well. He wasn\\'t as nervous as I was because I was thinking of the two finals that I played and wasn\\'t successful.\" He added: \"You really have to deal with the pressure because normally it never happens but when you come to the final you are so tight because you want to win. \"I tried to play some tennis but I couldn\\'t. He has huge experience, he\\'s won two Grand Slam titles, he\\'s won 24 titles, he\\'s a great player and he deals with pressure.\"\\n\\nFrom 4-1 down in the third set, Safin played some of his best tennis to reel off seven games and take control of the match. \"In the third set, just all of a sudden, it all turn around completely in a way I couldn\\'t expect,\" said Safin. \"Because he made a couple of mistakes, I was a little bit lucky at some point, then the confidence came back and I was back in the game.\" And the Russian revealed that the victory, and his semi-final win over world number one Roger Federer, had given him a massive boost for the future. \"You get huge confidence because Roger is a great player,\" said Safin. \"Once I beat him, and then Lleyton, it\\'s like you get so much confidence in yourself that you really can play great. \"You can win big titles and you can beat huge players in the finals and semi-finals.\"\\n',\n", + " 'Strong demand triggers oil rally\\n\\nCrude oil prices surged back above the $47 a barrel mark on Thursday after an energy market watchdog raised its forecasts for global demand.\\n\\nThe International Energy Agency (IEA) warned demand for Opec\\'s crude in the first quarter would outstrip supply. The IEA raised its estimate of 2005 oil demand growth by 80,000 barrels a day to 84 million barrels a day. US light crude rose $1.64 to $47.10, while Brent crude in London gained $1.32 to $44.45.\\n\\nThe Paris-based IEA watchdog, which advises industrialized nations on energy policy, said the upward revision was due to stronger demand from China and other Asian countries. The fresh rally in crude prices followed gains on Wednesday which were triggered by large falls in US crude supplies following a cold spell in North America in January. The US Department of Energy reported that crude stockpiles had fallen 1m barrels to 294.3m. On top of that, ongoing problems for beleaguered Russian oil giant Yukos have also prompted the IEA to revise its output estimates from Russia - a major non-Opec supplier. \"I think that prices are now beginning to set a new range and it looks like the $40 to $50 level,\" said energy analyst Orin Middleton of Barclays Capital.\\n',\n", + " 'EMI shares hit by profit warning\\n\\nShares in music giant EMI have sunk by more than 16% after the firm issued a profit warning following disappointing sales and delays to two album releases.\\n\\nEMI said music sales for the year to March will fall 8-9% from the year before, with profits set to be 15% lower than analysts had expected. It blamed poor sales since Christmas and delays to the releases of new albums by Coldplay and Gorillaz. By 1200 GMT on Monday, EMI shares were down 16.2% at 235.75 pence.\\n\\nEMI said two major albums scheduled for release before the end of the financial year in March - one by Coldplay and one by Gorillaz - have now had their release dates put back.\\n\\n\"EMI Music\\'s sales, particularly re-orders, in January have also been lower than anticipated and this is expected to continue through February and March,\" the company added. \"Therefore, for the full year, at constant currency, EMI Music\\'s sales are now expected to be 8% to 9% lower than the prior year.\" The company said it expected profits to be about £138m ($259.8m). Alain Levy, chairman and chief executive of EMI Music, described the performance as \"disappointing\", but added that he remained optimistic over future trends in the industry. \"The physical music market is showing signs of stabilisation in many parts of the world and digital music, in all its forms, continues to develop at a rapid pace,\" he said.\\n\\nCommenting on the delay to the release of the Coldplay and Gorillaz albums, Mr Levy said that \"creating and marketing music is not an exact science and cannot always coincide with our reporting periods\". \"While this rescheduling and recent softness is disappointing, it does not change my views of the improving health of the global recorded music industry,\" he added. Paul Richards, an analyst at Numis Securities, said the market would be focusing on the slump in music sales rather than the timing of the two albums. \"It\\'s unusual to see this much of a downgrade just because of phasing,\" he said.\\n',\n", + " 'Cash gives way to flexible friend\\n\\nSpending on credit and debit cards has overtaken cash spending in the UK for the first time.\\n\\nThe moment that plastic finally toppled cash happened at 10.38am on Wednesday, according to the Association for Payment Clearing Services (Apacs) Apacs chose school teacher Helen Carroll, from Portsmouth, to make the historic transaction. The switch over took place as she paid for her groceries in the supermarket chain Tesco\\'s Cromwell Road branch.\\n\\nMrs Carroll was born in the same year that plastic cards first appeared in the UK. \"I pay for most things with my debit card, with occasional purchases on one of my credit cards,\" said Mrs Carroll, who teaches at Peel Common Infants School in Gosport.\\n\\nSpending patterns for the year and estimates for December led Apacs to conclude that 10.38am was the time that plastic would finally rule the roost. Shoppers in the UK are expected to put £269bn on plastic cards during the whole of 2004, compared with £268bn paid with cash, Apacs said. When the first plastic cards appeared in the UK in June 1966, issued by Barclaycard, but only a handful of retailers accepted them and very few customers held them. \"But in less than 40 years, plastic has become our most popular way to pay, due to the added security and flexibility it offers,\" said Apacs spokeswoman Jemma Smith. \"The key driver has been the introduction of debit cards, which now account for two-thirds of plastic card transactions and are used by millions of us every day.\"\\n',\n", + " 'Criminal probe on Citigroup deals\\n\\nTraders at US banking giant Citigroup are facing a criminal investigation in Germany over a controversial bond deal.\\n\\nThe deal saw the sale of 11bn euros ($14.4bn; £7.6bn) of government bonds in a few minutes on 2 August, with 4bn euros-worth then bought back later. The move was widely criticised at the time, and now the German regulator has said it has found evidence of possible market manipulation. Citigroup said it would continue to co-operate fully with the authorities. \"We are disappointed that the BaFin has referred to the prosecutor the question of whether action should be brought against individuals involved,\" Citigroup said. If the traders are found guilty, they could face a five-year jail term or a fine, Reuters reported BaFin as saying. However, under German criminal law, prosecutors cannot pursue Citigroup itself.\\n\\nGermany\\'s financial watchdog BaFin told BBC News it had now transferred the investigation to the public prosecutor. \"I can confirm that BaFin has passed through the case to the public prosecutor,\" a BaFin spokeswoman said. \"It is now a criminal investigation.\" \"We found clues of possible market manipulation,\" the spokeswoman said, which included signs of linked bond trading ahead of the main trades on 2 August. \"Germany\\'s Securities Trading Act says that if BaFin finds such clues, it has to put the case in the hands of the prosecutor.\" Regulatory investigations are still going on in France, the UK and elsewhere. Some Citigroup operations elsewhere in the world came under regulatory criticism in 2004. Its private banking operation in Japan was closed down by regulators in Tokyo after an \"aggressive sales culture\" led the bank to flout anti-money laundering rules.\\n',\n", + " 'Air Jamaica back in state control\\n\\nThe Jamaican government is regaining control of Air Jamaica in an bid to help the ailing company out of its financial difficulties.\\n\\nThe firm has failed to make money since the state sold a majority stake to hotel tycoon Gordon Stewart in 1994. In common with many carriers, Air Jamaica, with debts of $560m (£291m), has been hit by high fuel costs and the impact of the 11 September attacks. The company will be restructured with the aim of finding a new buyer. \"The administration is committed to a viable national airline that will serve as a major catalyst for our economy,\" said Finance Minister Omar Davies. The 35-year-old airline transports about 55% of all passengers to the island and its pilots are reportedly among the best paid in the industry, with senior members of staff earning in excess of $234,000 a year.\\n',\n", + " 'Hingis to make unexpected return\\n\\nMartina Hingis makes her return to competitve tennis after two years out of the game at the Volvo Women\\'s Open in Pattaya, Thailand, on Tuesday.\\n\\nShe faces German Marlene Weingartner in the first round. \"As a competitor and athlete, I always want to win. I hope my body will hold up,\" said Hingis. \"You miss being out there in a Grand Slam final and not competing. It\\'s a big difference between playing and commenting for TV. I miss it a lot.\" The former world number one was 22 when she retired after having surgery on both ankles, and her last WTA event was in Filderstadt, Germany, in October 2002, when she lost to Elena Dementieva. Only last year she insisted that a comeback was unlikely, but speaking in Thaliand Hingis admitted: \"I said that because I didn\\'t know what would happen with my body.\" Her appearance will also benefit charities in the region and the Swiss star will donate her prize money.\\n',\n", + " 'Singer Knight backs anti-gun song\\n\\nR&B star Beverley Knight said she sang on an anti-gun single after being \"haunted\" by the fatal 2003 shooting of two teenage girls in Birmingham.\\n\\nKnight and drum \\'n\\' bass star Roni Size have released No More in a bid to reduce gun use among young people. She said she was \"horrified\" by the deaths of Charlene Ellis, 18, and Letisha Shakespeare, 17. Size, whose New Forms album won the 1997 Mercury Music Prize, said gun use was \"nothing to be glamorised\".\\n\\nThere were more than 10,500 firearms offences and 70 gun crime deaths in England and Wales between June 2003 and 2004, according to Home Office figures. Knight said the scale of the problem became clear to her after the 2003 shootings in Aston, near Knight\\'s Birmingham home.\\n\\n\"It haunted me to be honest, it haunted my sleep,\" she said. Size became involved after two friends, Donna Small and Asha Jama, were shot in his Bristol hometown in October. Jama, 25, lost her sight in one eye while 22-year-old Small suffered serious head injuries. Size said he collaborated on the single, which was released on Monday, because he has \"a bird\\'s eye view of what\\'s going on\". \"Over the last 10 years, I have seen a lot of things happen and it is nothing to be glamorised, it really isn\\'t,\" he said.\\n',\n", + " 'Defiant hunts put ban to the test\\n\\nThousands of hunt supporters have been out on the first day of hunting in England and Wales after the ban on hunting with dogs came into force.\\n\\nThe Countryside Alliance called on hunt supporters to meet as normal, but vowed to stay within the law. Although hunting with dogs is now a criminal offence, exercising hounds, chasing a scent trail and flushing out foxes to be shot are still legal. One anti-hunt protester was taken to hospital after a violent clash in Kent.\\n\\nThe man suffered facial injuries after an incident involving a group of men at the end of the East Kent Hunt, near Ashford. In Wiltshire, police arrested four men under the new law suspected of hunting with dogs. The group, from South Wales and Ireland, have been released on bail but police say they may face prosecution under new poaching laws.\\n\\nIt is believed more than 270 hunts went out on Saturday, just one day after the ban came in.\\n\\nThey were greeted by big crowds in many areas of the country, with actor Jeremy Irons and former minister Kate Hoey among the supporters. Anti-hunt groups - such as the League Against Cruel Sports - deployed 100 monitors at hunts to check for illegal activity.\\n\\nMike Hobday, from the league, said video evidence of the law being broken was to be passed onto police. \"Our evidence suggests that most hunts did operate within the law, many meeting and promptly going home and others peacefully exercising their hounds or drag hunting. \"However, we have received reports of what we believe is clearly illegal activity by a number of hunts across Britain.\" BBC correspondent Simon Hall at Postbridge on Dartmoor in the West Country said 2,000 people had turned out to welcome the hunt.\\n\\nAnd the BBC\\'s Sarah Mukherjee, with the Beaufort Hunt in Badminton, Gloucestershire said several hundred people had gathered on foot to see the hunt, with 150 on horseback. Tom Heap, BBC rural affairs correspondent, said it appeared that hunstman had, for now, been sticking to the new rules. And while there was big turnout in support of the hunts on Saturday, he said it remains to be seen if the level of backing can be maintained.\\n\\nBefore riding out with the hunt, former minister Kate Hoey told crowds: \"We will prevail and this law will have to be overturned.\" Judith Moritz, in Melton Mowbray, said anti-hunt activists were out to monitor the four hunts operating in that part of Leicestershire, but were outnumbered by large crowds of followers. The Countryside Alliance said the meets would show the new law was \"impossibly difficult to determine\" and open to different interpretations.\\n\\nChief executive Simon Hart said: \"There has been hunting in England for 700 years. This [ban] may take two or three years, perhaps two or three months, to unpick. \"It will be nothing more than a temporary break in normal service, as broadcasters say.\" Conservative family spokeswoman Theresa May said if the party was in government again it would make sure the law was repealed. Suffolk Chief Constable Alastair McWhirter, the Association of Chief Police Officers\\' spokesman on rural policing, told the BBC the law would be enforced, although the police would not break up hunts. The Attorney General Lord Goldsmith has so far not issued any instructions to police on how they should deal with any hunters who do violate the law. He said he would consult the director of public prosecutions and the police \"in the near future\" to decide what measures to take on hunting prosecutions.\\n',\n", + " 'Henman overcomes rival Rusedski\\n\\nTim Henman saved a match point before fighting back to defeat British rival Greg Rusedski 4-6 7-6 (8-6) 6-4 at the Dubai Tennis Championships on Tuesday.\\n\\nWorld number 46 Rusedski broke in the ninth game to take a tight opening set. Rusedski had match point at 6-5 in the second set tie-break after Henman double-faulted, but missed his chance and Henman rallied to clinch the set. The British number one then showed his superior strength to take the decider and earn his sixth win over Rusedski. Serve was held by both players with few alarms until the seventh game of the final set, when Rusedski\\'s wild volley gave Henman a vital break. A furious Rusedski slammed his racket onto the ground in disgust and was warned by the umpire.\\n\\nHenman, seeded three, then held his serve comfortably thanks to four serve-and-volley winners to take a clear 5-3 lead. Rusedski won his service game but Henman took the first of his three match points with a service winner to secure his place in the second round at Dubai for the first time in three years. It was the first match between the pair for three years - Henman last lost to Rusedski six years ago - and lasted two hours and 40 minutes. The pair are now likely to only face each other on court as rivals - rather than as team-mates - after Henman decided to retire from Davis Cup tennis leaving Rusedski to lead the team out against Israel on 4-6 March. Henman, who now faces Russian Igor Andreev in the last 16, admitted afterwards it was difficult coming up against his compatriot on a fast surface. \"You just take it point by point when you\\'re fighting to stay in the match,\" he said. \"I had to keep playing aggressively and competing to get a chance. \"I now have to recover in time for the next match because the body doesn\\'t recover as quick as it used to, especially after two hours and 40 minutes.\"\\n',\n", + " \"Merritt close to indoor 400m mark\\n\\nTeenager LaShawn Merritt ran the third fastest indoor 400m of all time at the Fayetteville Invitational meeting.\\n\\nThe world junior champion clocked 44.93 seconds to finish well clear of fellow American Bershawn Jackson in Arkansas. Only Michael Johnson has gone quicker, setting the world record of 44.63secs in 1995 and running 44.66secs in 1996. Kenyan Bernard Lagat missed out on the world record by 1.45secs as he ran the third quickest indoor mile ever to beat Canada's Nate Brannen by almost 10secs. The Olympic silver medallist's time of three minutes 49.89secs was inferior only to the 1997 world record of Moroccan Hicham El Guerrouj and former world record holder Eamonn Coghlan of Ireland's 3:49.78. Lagat was on course to break El Guerrouj's record through 1200m but could not maintain the pace over the final 400m. Ireland's\\n\\ncontinued his excellent form by winning a tight 3,000m in 7:40.53. Cragg, who recently defeated Olympic 10,000m champion Kenenisa Bekele in Boston, held off Bekele's Ethiopian colleague Markos Geneti by only 0.19secs to secure his victory. Mark Carroll, who will join Cragg in the European Indoor Championships next month, finished a solid third in 7:46.78. Olympic 200m gold medallist\\n\\nof Jamaica ran the fastest women's 60m in the world this year as she equalled her personal best of 7.09secs. World indoor 60m hurdles champion\\n\\nalso won, improving his season-leading time to 7.51secs.\\n\",\n", + " 'Piero gives rugby perspective\\n\\nBBC Sport unveils its new analysis tool Piero at the Wales v England rugby union match on Saturday. But what does it do and how does it work?\\n\\nPicture the scene - Wales are camped on the England line in the dying seconds of the Six Nations\\' opening match. A ball is flung out to winger Shane Williams who crosses to score the winning try for Wales. But the England players are incensed - arguing that the pass was forward and the try should not stand. In the past, sports fans would be left debating the validity of the try for days and weeks to come. But BBC Sport\\'s new tool Piero could end discussions in minutes.\\n\\nPiero, named after the Italian painter and pioneer of perspective Piero della Francesco, creates a virtual stadium in which virtual players can be tracked from almost any angle. Viewers will be able to see precisely how the ball was thrown and by whom, giving a greater depth to the growing wealth of analysis available during sports broadcasts. The technology has been created by BBC Research and Development for BBC Broadcast and BBC Outside Broadcasts. BBC Sport is the first client to start using the system. \"In order to keep audiences growing and growing... we need to work closely with people who create technology and innovation to bring sport to life,\" said Andrew Thompson, the BBC\\'s head of development, new media and sports news. \"We want to appeal to core fans - to give them more analysis, more detail, more definitive answers about key passages of play.\" Piero works by taking telemetric data from fixed camera positions and sending that data inside the video signal to a PC which can then render the information into 3D graphics.\\n\\nThe more cameras using Piero, the better the detail possible out the other end when the data is turned into 3D models. \"It allows us to tell the story of a passage of play, tracking individual players across the field, looking at tactics,\" said Andy Townsend, from BBC Broadcast.\\n\\nAn operator can manipulate the information and provide almost real-time replays of incidents, as well as more in-depth analysis. The \"virtual camera\" can focus on virtually any aspect of the pitch, giving viewers an insight into action that the camera normally cannot see. Piero also provides a wealth of statistical detail - from the length of kicks, to the length of a run of an individual player and the height of a lift at any lineout. Mr Townsend said sports performance companies were already showing an interest in the technology. BBC Broadcast hopes the technology can be sold to third parties interested in using it a number of different ways - from sport broadcasting to entertainment and game shows.\\n',\n", + " 'Monsanto fined $1.5m for bribery\\n\\nThe US agrochemical giant Monsanto has agreed to pay a $1.5m (£799,000) fine for bribing an Indonesian official.\\n\\nMonsanto admitted one of its employees paid the senior official two years ago in a bid to avoid environmental impact studies being conducted on its cotton. In addition to the penalty, Monsanto also agreed to three years\\' close monitoring of its business practices by the American authorities. It said it accepted full responsibility for what it called improper activities.\\n\\nA former senior manager at Monsanto directed an Indonesian consulting firm to give a $50,000 bribe to a high-level official in Indonesia\\'s environment ministry in 2002. The manager told the company to disguise an invoice for the bribe as \"consulting fees\".\\n\\nMonsanto was facing stiff opposition from activists and farmers who were campaigning against its plans to introduce genetically-modified cotton in Indonesia. Despite the bribe, the official did not authorise the waiving of the environmental study requirement. Monsanto also has admitted to paying bribes to a number of other high-ranking officials between 1997 and 2002.\\n\\nThe chemicals-and-crops firm said it became aware of irregularities at a Jakarta-based subsidiary in 2001 and launched an internal investigation before informing the US Department of Justice and the Securities and Exchange Commission (SEC). Monsanto faced both criminal and civil charges from the Department of Justice and the SEC. \"Companies cannot bribe their way into favourable treatment by foreign officials,\" said Christopher Wray, assistant US attorney general. Monsanto has agreed to pay $1m to the Department of Justice, adopt internal compliance measures, and co-operate with continuing civil and criminal investigations. It is also paying $500,000 to the SEC to settle the bribe charge and other related violations. Monsanto said it accepted full responsibility for its employees\\' actions, adding that it had taken \"remedial actions to address the activities in Indonesia\" and had been \"fully co-operative\" throughout the investigative process.\\n',\n", + " 'US adds more jobs than expected\\n\\nThe US economy added 337,000 jobs in October - a seven-month high and far more than Wall Street expectations.\\n\\nIn a welcome economic boost for newly re-elected President George W Bush, the Labor Department figures come after a slow summer of weak jobs gains. Jobs were created in every sector of the US economy except manufacturing. While the separate unemployment rate went up to 5.5% from 5.4% in September, this was because more people were now actively seeking work.\\n\\nThe 337,000 new jobs added to US payrolls in October was twice the 169,000 figure that Wall Street economists had forecast. In addition, the Labor Department revised up the number of jobs created in the two previous months - to 139,000 in September instead of 96,000, and to 198,000 in August instead of 128,000. The better than expected jobs data had an immediate upward effect on stocks in New York, with the main Dow Jones index gaining 45.4 points to 10,360 by late morning trading. \"It looks like the job situation is improving and that this will support consumer spending going into the holidays, and offset some of the drag caused by high oil prices this year,\" said economist Gary Thayer of AG Edwards & Sons.\\n\\nOther analysts said the upbeat jobs data made it more likely that the US Federal Reserve would increase interest rates by a quarter of a percentage point to 2% when it meets next week. \"It should empower the Fed to clearly do something,\" said Robert MacIntosh, chief economist with Eaton Vance Management in Boston. Kathleen Utgoff, commissioner of the Bureau of Labor, said many of the 71,000 new construction jobs added in October were involved in rebuilding and clean-up work in Florida, and neighbouring Deep South states, following four hurricanes in August and September. The dollar rose temporarily on the job creation news before falling back to a new record low against the euro, as investors returned their attention to other economic factors, such as the US\\'s record trade deficit. There is also speculation that President Bush will deliberately try to keep the dollar low in order to assist a growth in exports.\\n',\n", + " 'Rapper Kanye West\\'s shrewd soul\\n\\nUS hip-hop star Kanye West - who leads the race for this year\\'s Grammys with 10 nominations - rose to prominence by producing songs for artists such as Jay-Z and Alicia Keys.\\n\\nHe then emerged from his behind-the-scenes role to become an artist as well as a producer. But his solo career almost ended before it began after a near-fatal car crash left West with his jaw wired shut in 2002. The resulting song, Through the Wire, became West\\'s first UK hit in April 2004 and subsequent album The College Dropout became a transatlantic success, both critically and commercially. West, 26, began rapping as a teenager at his Chicago school, inspired by the beats and rhymes of 1980s pioneers Run DMC.\\n\\nHip-hop producer No ID encouraged West to sample old soul and R&B hits then revive them with an updated sound, an approach that would become his trademark. \"I feel like a lot of the soul that\\'s in those old records that I sample is in me,\" he said. \"So when I hear them and I put them with the drums and I bring them to the new millennium, it\\'s just like God\\'s doing that. I\\'m one with them records right there. It\\'s a blessing.\"\\n\\nLeaving his Chicago art school after only one year - a move which would later inspire the title of his album - West began his music career co-producing songs for artists Mase and the Madd Rapper. This drew the attention of superstar rapper Jay-Z, who signed West up to his Roc-A-Fella record label to produce numerous artists on his roster. West\\'s work gained mainstream recognition when he produced the singles Takeover and Izzo (HOVA) on Jay-Z\\'s own 2001 album Blueprint. Incorporating samples of Five to One by The Doors and the Jackson Five\\'s I Want You Back respectively, the hits were credited with injecting soul back into hip-hop.\\n\\nAs their success attracted further production work for Jay-Z (\\'03 Bonnie & Clyde) and artists such as Ludacris (Stand Up) and Alicia Keys (You Don\\'t Know My Name), West announced plans for a solo album. Driving home from a late-night Los Angeles recording session in October 2002, he was involved in the car crash that left his jaw fractured in three places. \"Anytime I hear about any accident my heart sinks in and I just thank God that I\\'m still here,\" he later said. \"That steering wheel could have been two inches further out, and that would have been it.\"\\n\\nWest\\'s account of the accident sampled Chaka Khan\\'s hit Through the Fire to become the heart of his completed solo album The College Dropout. Released last year, it was by turns smooth, humorous and sharp and largely avoided the clichéd hip-hop preoccupation with guns, girls and jewellery.\\n\\nThrough the Wire was quickly joined in the UK and US charts by Slow Jamz, on which West collaborated with rapper Twista and Ray actor Jamie Foxx. The College Dropout spawned two further UK hits and a string of award nominations. West was shortlisted for 10 Grammys - including nominations for artist and album of the year - and took the best hip-hop artist, producer and album titles at last year\\'s Music of Black Origin (Mobo) Awards. Now a respected rapper and producer in the influential field of hip-hop, Kanye West is unlikely to regret his decision to leave college early.\\n',\n", + " 'England \\'to launch ref protest\\'\\n\\nEngland will protest to the International Rugby Board (IRB) about the referee\\'s performance in the defeat by Ireland, reports the Daily Mail.\\n\\nEngland coach Andy Robinson has called on ex-international referees Colin High and Steve Lander to analyse several of Jonathan Kaplan\\'s decisions. \"I want to go through the tape with Colin and Steve,\" Robinson told the Daily Mail. \"I want to speak to the IRB about it. I think only one side was refereed.\" High, the Rugby Football Union\\'s referees\\' manager, claimed Kaplan made three major errors which changed the outcome of Sunday\\'s match. England were beaten 19-13 by the Irish in Dublin, their third straight defeat in the 2005 Six Nations. \"The International Rugby Board will be disappointed,\" High told the Daily Mail. \"Jonathan Kaplan is in the top 20 in the world but that wasn\\'t an international performance. \"It would not have been acceptable in the Zurich Premiership. \"If one of my referees had done that, I would have had my backside kicked for making the appointment. \"If any English referee refereed like that in a European match, there would be an inquest. No question about that. \"If someone had performed like that, he would have been pulled from the next game.\"\\n',\n", + " 'Global digital divide \\'narrowing\\'\\n\\nThe \"digital divide\" between rich and poor nations is narrowing fast, according to a World Bank report.\\n\\nThe World Bank questioned a United Nation\\'s campaign to increase usage and access to technology in poorer nations. \"People in the developing world are getting more access at an incredible rate - far faster than... in the past,\" said the report. But a spokesman for the UN\\'s World Summit on the Information Society said the digital divide remained very real. \"The digital divide is rapidly closing,\" the World Bank report said.\\n\\nHalf the world\\'s population now has access to a fixed-line telephone, the report said, and 77% to a mobile network.\\n\\nThe report\\'s figures surpass a WSIS campaign goal that calls for 50% access to telephones by 2015. The UN hopes that widening access to technology such as mobile phones and the net will help eradicate poverty. \"Developing countries are catching up with the rich world in terms of access [to mobile networks],\" the report said. \"Africa is part of a worldwide trend of rapid rollout... this applies to countries rich and poor, reformed or not, African, Asian, European and Latin American.\"\\n\\nA spokesman for the World Summit for the Information Society (WSIS), which is meeting this week in Geneva, told the BBC News website: \"The digital divide is very much real and needs to be addressed. \"Some financing has to be found to help narrow the divide.\" On Tuesday, a meeting of the WSIS in Geneva agreed to the creation of a Digital Solitary Fund. \"The fund is voluntary and will help finance local community-based projects,\" said the WSIS spokesman. Under the proposals agreed, voluntary contribution of 1% on contracts obtained by private technology service providers could be made to the Digital Solidarity Fund. The exact financing mechanism of the fund is to be ironed out in the coming days, said the WSIS. Sixty percent of resources collected by the fund will be made available for projects in least developed countries, 30% for projects in developing countries, and 10% for projects in developed countries.\\n',\n", + " \"Italy 17-28 Ireland\\n\\nTwo moments of magic from Brian O'Driscoll guided Ireland to a workmanlike victory against Italy.\\n\\nA pair of classic outside breaks from the Ireland captain set up tries for Geordan Murphy and Peter Stringer. Italy led 9-8 early in the second half but Stringer's try gave Ireland a lead they never lost. The hosts cut the gap to 18-12 with 10 minutes left and nearly scored through Ludovico Nitoglia, but Denis Hickie's try ensured an Irish victory. Italy came flying out of the blocks and took the lead through a Luciano Orquera penalty after seven minutes.\\n\\nIt could have been better for the hosts but the fly-half missed two kickable penalties and Ireland drew level with a Ronan O'Gara penalty midway through the first half. The Italians were driving at the heart of the Irish defence and, for the first quarter, the Irish pack struggled to secure any ball for their talented backs.\\n\\nWhen they finally did, just before the half-hour mark, O'Driscoll promptly created a sparkling try for Murphy. The Ireland captain ran a dummy scissors and made a magical outside break before drawing the full-back and putting the diving Murphy in at the corner. O'Gara missed the twice-taken conversion and the visitors found themselves trailing once again. Roland de Marigny took over the kicking duties for Italy from the hapless Orquera, and he landed a penalty either side of the break to edge Italy into a 9-8 lead.\\n\\nThe only Ireland player offering a real threat was O'Driscoll, and it was his break that set up the second try for the visitors. Shane Horgan threw an overhead pass as he was about to be forced into touch and Stringer scooted over, with O'Gara landing the tricky conversion. A penalty apiece saw Ireland leading 18-12 as the game entered the final quarter, but they were lucky to survive when Italy launched a series of attacks. Winger Nitoglia dropped the ball as he reached for the line and Italy nearly rumbled over from a driving maul.\\n\\nAn O'Gara penalty put Ireland more than a converted try ahead and they made the game safe when Hickie latched onto an inside pass from Murphy and crossed for a converted try. O'Driscoll limped off late on, joining centre partner Gordon D'Arcy on the sidelines, and the final word went to Italy. Prop Martin Castrogiovanni powered over for a try which was fitting reward for an Italian pack which had kept the Irish under pressure throughout.\\n\\nDe Marigny; Mi Bergamasco, Canale, Masi, Nitoglia; Orquera, Troncon; Lo Cicero, Ongaro, Castrogiovanni; Dellape, Bortolami; Persico, Ma Bergamasco, Parisse.\\n\\nPerugini, Intoppa, Del Fava, Dal Maso, Griffen, Pozzebon, Robertson.\\n\\nMurphy, Horgan, O'Driscoll, D'Arcy, Hickie, O'Gara, Stringer, Corrigan, Byrne, Hayes, O'Kelly, O'Connell, S Easterby, Leamy, Foley.\\n\\nSheahan, Horan, O'Callaghan, Miller, G Easterby, Humphreys, Dempsey.\\n\\nP O'Brien (New Zealand)\\n\",\n", + " \"Bush website blocked outside US\\n\\nSurfers outside the US have been unable to visit the official re-election site of President George W Bush.\\n\\nThe blocking of browsers sited outside the US began in the early hours of Monday morning. Since then people outside the US trying to browse the site get a message saying they are not authorised to view it. The blocking does not appear to be due to an attack by vandals or malicious hackers, but as a result of a policy decision by the Bush camp.\\n\\nThe international exclusion zone around georgewbush.com was spotted by net monitoring firm Netcraft which keeps an eye on traffic patterns across many different sites. Netcraft said that since the early hours of 25 October attempts to view the site through its monitoring stations in London, Amsterdam and Sydney failed.\\n\\nBy contrast Netcraft's four monitoring stations in the US managed to view the site with no problems. The site can still be seen using anonymous proxy services that are based in the US. Some web users in Canada also report that they can browse the site. The pattern of traffic to the website suggests that the blocking was not due to an attack by vandals or politically motivated hackers. Geographic blocking works because the numerical addresses that the net uses to organise itself are handed out on a regional basis. On 21 October, the George W Bush website began using the services of a company called Akamai to ensure that the pages, videos and other content on its site reaches visitors. Mike Prettejohn, president of Netcraft, speculated that the blocking decision might have been taken to cut costs, and traffic, in the run-up to the election on 2 November. He said the site may see no reason to distribute content to people who will not be voting next week. Managing traffic could also be a good way to ensure that the site stays working in the closing days of the election campaign. However, simply blocking non-US visitors also means that Americans overseas are barred too. Akamai declined to comment, saying it could not talk about customer websites.\\n\",\n", + " 'Moya emotional at Davis Cup win\\n\\nCarlos Moya described Spain\\'s Davis Cup victory as the highlight of his career after he beat Andy Roddick to end the USA\\'s challenge in Seville.\\n\\nMoya made up for missing Spain\\'s 2000 victory through injury by beating Roddick 6-2 7-6 (7-1) 7-6 (7-5) to give the hosts an unassailable 3-1 lead. \"I have woken up so many nights dreaming of this day,\" said Moya. \"All my energy has been focused on today. \"What I have lived today I do not think I will live again.\" Spain\\'s only other Davis Cup title came two years ago in Valencia, when they beat Australia. And Moya, nicknamed Charly, admitted: \"The Davis Cup is my dream and I was a bit nervous at the outset. \"Some people have said that I am obsessed but I think that it is better this way. It helps me reach my goals if I am obsessed. \"It\\'s really incredible - to get the winning point is really something.\" Spanish captain Jordi Arrese said: \"Charly played a great game. It was his opportunity and he hasn\\'t let us down. \"He had lost three times to Roddick, and this was his day to beat him. \"He had been waiting years to be in this position.\" Spain\\'s victory was also remarkable for the performance of Rafael Nadal, who beat Roddick in the opening singles.\\n\\nAged 18 years and 185 days, the Mallorcan became the youngest player to win the Davis Cup. \"What a great way to finish the year,\" said Nadal afterwards. US coach Patrick McEnroe wants Roddick and the rest of his team to play more tennis on clay and hone their skills on the surface. \"I think it will help these guys even on slow hard courts to learn how to mix things up a little bit and to play a little bit smarter and tactically better.\" \"Obviously it\\'s unrealistic to say that we\\'re going to just start playing constantly on clay, with the schedule. \"But certainly I think we can put the work in at the appropriate time and play a couple more events and play against these guys who are the best on this stuff,\" said McEnroe. Roddick was left frustrated after losing both his singles on the slow clay of Seville\\'s Olympic Stadium. \"It\\'s just tough because I felt like I was in it the whole time against one of the top three clay-courters in the world,\" said the American. \"I had my chances and just didn\\'t convert them. The bottom line is they were just better than us this weekend. \"They came out, took care of business and they beat us. It\\'s as simple as that.\"\\n',\n", + " 'PC ownership to \\'double by 2010\\'\\n\\nThe number of personal computers worldwide is expected to double by 2010 to 1.3 billion machines, according to a report by analysts Forrester Research.\\n\\nThe growth will be driven by emerging markets such as China, Russia and India, the report predicted. More than a third of all new PCs will be in these markets, with China adding 178 million new PCs by 2010, it said. Low-priced computers made by local companies are expected to dominate in such territories, Forrester said. The report comes less than a week after IBM, a pioneer of the PC business, sold its PC hardware division to China\\'s number one computer maker Lenovo.\\n\\nThe $1.75bn (£900m) deal will make the combined operation the third biggest PC vendor in the world. \"Today\\'s products from Western PC vendors won\\'t dominate in those markets in the long term,\" Simon Yates, a senior analyst for Forrester, said. \"Instead local PC makers like Lenovo Group in China and Aquarius in Russia that can better tailor the PC form factor, price point and applications to their local markets will ultimately win the market share battle,\" he said. There are currently 575 million PCs in use globally. The United States, Europe and Asia-Pacific are expected to add 150 million new PCs by 2010, according to the study. The report forecast that there will be 80 million new PC users in India by 2010 and 40 million new users in Indonesia.\\n',\n", + " 'Hollywood campaign hits websites\\n\\nMovie studio efforts to stop pirated films being shared on peer-to-peer networks have claimed a high-profile victim.\\n\\nThe campaign of legal action is thought to be behind the closure of the widely used Suprnova.org website. The site was the most popular place for people swapping and sharing links for the BitTorrent network. A recent study showed that more than half of the peer-to-peer traffic during June was for the BitTorrent system.\\n\\nIn a message posted on Suprnova.org on Sunday, the site\\'s controllers said the site was \"closing down for good in the way that we all know it\". If the site did return, the message said, it would not be hosting any more torrent links. It continued: \"We are very sorry for this, but there was no other way, we have tried everything. \" The only parts that would keep going, said the operators of the Suprnova site, were the discussion forums and net chat channels. The site is thought to have closed following an announcement by the Motion Picture Association of America that it was launching legal action against those operating BitTorrent servers rather than end users. Because of the way that BitTorrent works, server sites do not host the actual file being shared, instead they host a link that points people to others that have it. By targeting servers, the MPAA hopes to cripple BitTorrent\\'s ability to share files. In the opening days of the MPAA campaign, the organisation filed 100 lawsuits against operators of BitTorrent server site. The launching of the legal seems to be having an effect. Phoenix Torrents, another popular BitTorrent site, has also decided to shut down and, though it gave no reasons for the closure, it is thought to be motivated by the threat of legal action. Last week Finnish police raided a BitTorrent site based in the country that, according to reports, let 10,000 users shared pirated films, software, music and games.\\n',\n", + " 'US box office set for record high\\n\\nTicket sales at the US box office are predicted to break records this year, with figures expected to reach $9.4 billion, beating 2002\\'s all-time high.\\n\\nOverall figures could be dampened by the lack of a Christmas hit like last year\\'s Oscar-winning Lord of the Rings. Traditionally, ticket sales during the festive season account for 20% of the annual total. Although admissions have actually fallen this year, the predicted high is down to increasing ticket prices. According to Exhibitor Relations President Paul Dergarabedian, the average cost of a cinema ticket could be as high as $6.25 in 2004, compared to $5.80 in 2002. This year some of the biggest hits such as The Passion of the Christ and Fahrenheit 9/11 came from outside the major studios which are usually responsible for the key blockbusters.\\n\\n\"Many of the films that did well (with audiences) are not necessarily the films that made a lot of money,\" said Mr Dergarabedian. He added that surprise hits had come from some of the more art-house offerings such as Napoleon Dynamite and critical hit Sideways. Sony Pictures, responsible for hits like Spiderman 2 and The Grudge, are expected to top domestic market share for the second time in three years, with $1 billion-plus in sales for the third consecutive year. Sony Pictures Entertainment vice chairman. Jeff Blake said: \"We had a really diverse slate this year, and... certainly we pulled off one of the surprises with Grudge.\" Horror movie The Grudge cost Sony $10 million to make but brought in $110 million. It\\'s the latest in a recent trend for Hollywood studios to back the upper and lower ends of the market, whilst ignoring the middle. Warner Inc are likely to end the year in second place on market share with around $1.25 billion, with Disney at number three.\\n',\n", + " 'McIlroy aiming for Madrid title\\n\\nNorthern Ireland man James McIlroy is confident he can win his first major title at this weekend\\'s Spar European Indoor Championships in Madrid.\\n\\nThe 28-year-old has been in great form in recent weeks and will go in as one of the 800 metres favourites. \"I believe after my wins abroad and in our trial race in Sheffield, I can run my race from the front, back or middle,\" said McIlroy. New coach Tony Lester has helped get McIlroy\\'s career back on track. The 28-year-old 800 metres runner has not always matched his promise with performances but believes his decision to change coaches and move base will bring the rewards. McIlroy now lives in Windsor and feels his career has been transformed by the no-nonsense leadership style of former Army sergeant Lester. Lester is better known for his work with 400m runners Roger Black and Mark Richardson in the past but under his guidance McIlroy has secured five wins this indoor season.\\n\\nMcIlroy now claims he is in his best shape since finishing fourth for Ireland at the outdoor European Championships in 1998. \"That was my last decent year,\" said McIlroy, who temporarily retired last August before returning to the sport under Lester\\'s shrewd guidance. \"Before, every race was like trying to climb Mount Everest and I now know you can\\'t do it on your own. \"Trying to succeed saw me sometimes standing half-dead and terrified on the starting line, which became a bit too much.\" McIlroy, who was compared to the likes of Sebastian Coe, Steve Cram and Steve Ovett in his younger days, is now competing without the benefit of National Lottery funding. That situation could change if he maintains his current form and repeats the world-class times he produced in the 800m and 1000m at major races in Erfurt and Stuttgart earlier this season. Russian Dmitriy Bogdanov won at the same Madrid venue last week and then claimed the European Championship race would be between himself, Dutchman Arnoud Okken and Antonio Reina of Spain but McIlroy is unfazed.\\n\\nHe admitted: \"He looked quite good in his win and fair enough everyone has the right to their own opinion. \"I never write myself off and let\\'s face it, I haven\\'t or looked like being beaten this season.\" And McIlroy, whose time of one minute 46.68seconds in Erfurt elevated him to sixth place on the UK All-Time list, is also already looking beyond Madrid. He said: \"I\\'ve been much more focused this year about my career and having such a good team around me has been very important. \"Ultimately of course, this weekend is a means to an end and that is getting prepared for the summer\\'s world championships. \"That ambition has meant that I\\'ve had only two nights out since last August. The rest of my time has seen me just concentrating on rebuilding my career.\"\\n',\n", + " 'Bank holds interest rate at 4.75%\\n\\nThe Bank of England has left interest rates on hold again at 4.75%, in a widely-predicted move.\\n\\nRates went up five times from November 2003 - as the bank sought to cool the housing market and consumer debt - but have remained unchanged since August. Recent data has indicated a slowdown in manufacturing and consumer spending, as well as in mortgage approvals. And retail sales disappointed over Christmas, with analysts putting the drop down to less consumer confidence.\\n\\nRising interest rates and the accompanying slowdown in the housing market have knocked consumers\\' optimism, causing a sharp fall in demand for expensive goods, according to a report earlier this week from the British Retail Consortium. The BRC said Britain\\'s retailers had endured their worst Christmas in a decade.\\n\\n\"Today\\'s no change decision is correct,\" said David Frost, Director General of the British Chambers of Commerce (BCC). \"But, if there are clear signs that the economy slows, the MPC should be ready to take quick corrective action and cut rates. \"Dismal reports from the retail trade about Christmas sales are worrying, if they indicate a more general weakening in consumer spending.\"\\n\\nMr Frost added: \"The housing market outlook remains highly uncertain. \"It is widely accepted that, if house prices start falling more sharply, the risks facing the economy will worsen considerably.\" CBI chief economist Ian McCafferty said the economy had \"slowed in recent months in response to rate rises\" but that it was difficult to gauge from the Christmas period the likely pace of activity through the summer. \"The Bank is having to juggle the emergence of inflationary pressures, driven by a tight labour market and buoyant commodity prices, against the risk of an over-abrupt slowdown in consumer activity,\" he said. \"Interest rates are likely to remain on hold for some time.\"\\n\\nOn Thursday there was more gloomy news on the manufacturing front, as the Office for National (ONS) statistics revealed British manufacturing output unexpectedly fell in November - for the fifth month in the past six. The ONS said manufacturing output dropped 0.1% in November, matching a similar unrevised fall in October and confounding economists\\' expectations of a 0.3% rise. Manufacturers\\' organisation, the EEF, said it expected the hold in interest rates to continue in the near future. It also said there was evidence that manufacturers\\' confidence may be waning as the outlook for the world economy becomes more uncertain.\\n\\n\"So far the evidence suggests that last year\\'s rate increases have helped to rebalance the economy without damaging the recovery in manufacturing,\" said EEF chief economist, Steve Radley. \"However, should the business outlook start to deteriorate, the Bank should stand ready to cut rates.\" Some economists have predicted rates will drop later in the year, although others feel the Bank may still think there is a need for a rise to 5% before that happens. The Bank remains concerned about the long-term risks posed by personal debt - which is rising at 15% a year - if economic conditions worsen.\\n',\n", + " 'Holmes secures comeback victory\\n\\nBritain\\'s Kelly Holmes marked her first appearance on home soil since winning double Olympic gold with 1500m victory at the Norwich Union International.\\n\\nHolmes hit the front just before the bell in front of a sell-out crowd in Glasgow and cruised to victory in a time of four minutes 14.74 seconds. \"It was nice to get that out of the way. I was nervous about whether I would actually be able to get round. \"I felt good. I just had to relax and use my racing knowledge,\" said Holmes. \"It was all about winning in front of my home crowd. The time is irrelevant. \"I got round in one piece and didn\\'t disgrace myself. Now it\\'s about going forward. \"The reception I\\'ve had since the Olympics has been amazing and that\\'s why I wanted to keep running this year, because I get a buzz from the crowd.\" Holmes ran a tactically perfect race to finish clear of France\\'s Hind Dehiba and Russia\\'s Svetlana Cherkasova. The Olympic 800m and 1500m champion\\'s time was inside the qualifying mark for the European Indoor Championships in Madrid in March. But the 34-year-old would not reveal whether she intended to run or not, having previously indicated she would leave a decision until after the Birmingham Grand Prix on 18 February.\\n',\n", + " 'Ferdinand casts doubt over Glazer\\n\\nRio Ferdinand has said he is unsure of Malcolm Glazer\\'s motives after the American billionaire launched a new offer to buy Manchester United.\\n\\nThe club have confirmed that the Glazer Family Partnership have submitted proposals of a third bid. \"A lot of people want the club\\'s interest to be with people who have grown up with the club and have got its interests at heart,\" said Ferdinand. \"No one knows what this guy will be bringing to the table.\" The central defender added on BBC Radio Five Live: \"We will have to wait and see what Glazer comes with. \"I would like to see the situation resolved either way. \"I think people are getting bored with him coming in and out of the news with new proposals. \"The other stuff off the pitch takes the shine off what is going on the pitch.\"\\n\\nGlazer, currently owns a 28.1% stake in the club, and United\\'s statement to the stock exchange said: \"The board has noted the recent press speculation on this subject. \"The board can confirm that it has now received a detailed proposal subject to various pre-conditions which may form the basis of an offer for Manchester United from Glazer. \"A further announcement will be made in due course.\" Glazer\\'s previous bids for the club, which United supporters opposed, were rejected by the board because of the high level of debt they would incur. But it is believed that Glazer has substantially reduced the borrowing required for his latest move. He will still need the approval of major shareholders John Magnier and JP McManus, who own 28.9% of the club to succeed. But the Irish duo have cut off talks with Glazer over the proposed sale of their stake, while fans remain opposed to his involvement.\\n',\n", + " 'WorldCom bosses\\' $54m payout\\n\\nTen former directors at WorldCom have agreed to pay $54m (£28.85m), including $18m from their own pockets, to settle a class action lawsuit, reports say.\\n\\nJames Wareham, a lawyer representing one of the directors, told Reuters the 10 had agreed to pay those who lost billions when the firm collapsed. The remaining $36m will be paid by the directors\\' insurers. But, a spokesman for the prosecutor, New York State Comptroller Alan Hevesi, said no formal agreement had been made.\\n\\nCorporate governance experts said that if the directors do dip into their own pockets for the settlement, it will set a new standard for the accountability of bosses, when the firms they oversee face problems.\\n\\n\"Directors very rarely pay,\" said Charles Elson, chairman of the Center for Corporate Governance at the University of Delaware. He added that the settlement \"sends a pretty strong shockwave through the director world\". A formal agreement on the payout is expected to be signed on Thursday in a US district court in Manhattan. Earlier, the New York Times had reported that the personal payments were required as part of any deal at the start of negotiations. The ten former outside directors are James Allen, Judith Areen, Carl Aycock, Max Bobbitt, Clifford Alexander, Stiles Kellett, Gordon Macklin, John Porter, Lawrence Tucker and the estate of John Sidgmore, who died last year. It has not yet been determined how much each director will have to pay. \"None of the 10 former directors was a direct participant in the accounting machinations of the WorldCom fraud,\" said the Wall Street Journal (WSJ).\\n\\nTwo other outside former directors, Bert Roberts and Francesco Galesi, remain defendants in the lawsuit, said the newspaper. According to the WSJ, which cites people familiar to the case, the settling directors are expected to deny wrongdoing and state they are settling the case to eliminate the uncertainties and expense of further litigations. The second-largest US long-distance telecoms operator filed for bankruptcy in 2002 when an $11bn accounting scandal was unearthed. The company emerged from Chapter 11 protection last year and changed its name to MCI Inc. Former WorldCom chief executive Bernard Ebbers is to face trial this month on criminal charges that he oversaw the fraud.\\n',\n", + " \"Byrds producer Melcher dies at 62\\n\\nRecord producer Terry Melcher, who was behind hits by the Byrds, Ry Cooder and the Beach Boys, has died aged 62.\\n\\nThe son of actress Doris Day, he helped write Kokomo for the Beach Boys, which was used in the movie Cocktail, earning a 1988 Golden Globe nomination. He also produced Mr Tambourine Man for the Byrds, as well as other his such as Turn, Turn Turn. Melcher died on Friday night at his home in Beverly Hills, California, after a long battle with skin cancer. He joined Columbia Records as a producer in the mid-1960s, and also worked with Gram Parsons and the Mamas and the Papas.\\n\\nEarlier in his career, Melcher had hits as part of duo called Bruce & Terry, with future Beach Boy Bruce Johnston, which evolved into the Rip Chords group. Melcher also worked closely with his mother, producing The Doris Day Show and helping to run her charitable activities. In 1969 his name became linked with the Charles Manson murders, which saw the deaths of actress Sharon Tate and four of her friends at a home which Melcher once rented. Rumours circulated that Melcher - who knew Manson - was the killer's real target, because he had turned him down for a record contract. But Los Angeles police discounted the rumours, pointing out Melcher had moved to Malibu, and Manson knew of his new address.\\n\",\n", + " 'Labour trio \\'had vote-rig factory\\'\\n\\nThree Labour councillors in Birmingham were caught operating a \"vote-rigging factory\", an Election Court has heard.\\n\\nPolice found the trio handling unsealed postal ballots in a deserted warehouse in the city during a late-night raid in June 2004, the hearing was told. The votes were later counted towards that month\\'s English local elections. The men, elected to the Aston ward, deny collecting votes fraudulently. The judge presiding has indicated the whole postal voting system is under scrutiny. Deputy High Court Judge Richard Mawrey, QC told the hearing at the Birmingham and Midlands Institute the case could have potentially serious consequences for any forthcoming General Election.\\n\\nThe special Election Court, the first in living memory to hear allegations of vote-rigging, opened in Birmingham last month. The case against Muhammad Afzal, Mohammed Islam and Mohammed Kazi is being brought by local Liberal Democrat supporters. They claim the trio benefited from the widespread misuse of postal votes during the 10 June election. Ravi Sukul, counsel for the petitioners, accused the three men of being \"deeply involved\" in illegal practices. Witnesses saw them carrying several bags from their campaign office, which the men drove to a warehouse on an industrial estate off Birch Road East, the court was told.\\n\\nThe police were alerted and called to the premises. Mr Sukul said: \"When (the officers) arrived there, in the middle of the night, they saw a large room with a 10ft long table and six Asian men present. \"Hundreds of documents and unsealed envelopes were scattered all over the table.\" The police officers left the warehouse, but were later ordered back to seize the documents. \"When the officers left, all the envelopes and papers were scattered,\" Mr Sukul said.\\n\\n\"(When they went) back to make the seizure, every one of these 275 yellow ballot papers were placed neatly in envelope A and sealed. The house was in order.\" Interrupting Mr Sukul in his opening, Mr Mawrey said: \"What you are saying is, these men were operating a vote-forging factory on an industrial estate.\" The court heard how documents were taken by police to the elections office next morning, where they were mixed in with other ballots. The case against the men follows a hearing into postal fraud allegations made against three other Birmingham councillors in the Bordesley Green ward, claims which are denied. Mr Mawrey is due to deliver a judgment in their case once the Aston petition has been heard. Mr Afzal, Mr Islam and Mr Kazi deny conspiring to commit election fraud to deceive the returning officer. The case continues.\\n',\n", + " 'Musical treatment for Capra film\\n\\nThe classic film It\\'s A Wonderful Life is to be turned into a musical by the producer of the controversial hit show Jerry Springer - The Opera.\\n\\nFrank Capra\\'s 1946 movie starring James Stewart, is being turned into a £7m musical by producer Jon Thoday. He is working with Steve Brown, who wrote the award-winning musical Spend Spend Spend. A spokeswoman said the plans were in the \"very early stages\", with no cast, opening date or theatre announced.\\n\\nA series of workshops have been held in London, and on Wednesday a cast of singers unveiled the musical to a select group of potential investors. Mr Thoday said the idea of turning the film into a musical had been an ambition of his for almost 20 years. It\\'s a Wonderful Life was based on a short story, The Greatest Gift, by Philip van Doren Stern. Mr Thoday managed to buy the rights to the story from Van Doren Stern\\'s family in 1999, following Mr Brown\\'s success with Spend Spend Spend. He later secured the film rights from Paramount, enabling them to use the title It\\'s A Wonderful Life.\\n',\n", + " 'Electrolux to export Europe jobs\\n\\nElectrolux saw its shares rise 14% on Tuesday after it said it would be shifting more of its manufacturing to low-cost countries.\\n\\nThe Swedish firm, the world\\'s largest maker of home appliances, said it is to relocate about 10 of its 27 plants in western Europe and North America. It did not say which facilities would be affected, but intends moving them to Asia, eastern Europe and Mexico. The company has two manufacturing sites in County Durham. It makes lawn and garden products in Newton Aycliffe, and cookers and ovens in Spennymoor. The Newton Aycliffe plant could also be affected by Electrolux\\'s separate announcement that it is to spin-off its outdoor products unit into a new separate company.\\n\\nElectrolux\\'s subsidiary brands include AEG, Zanussi and Frigidaire. The company said it was speeding up its restructuring programme, which aims to save between £190m and £265m annually from 2009. \"We see that about half the plants in high-cost countries - that is around 10 - are at risk,\" said Electrolux chief executive Hans Straberg. \"It looks pretty grim,\" said Swedish trades union official Ulf Carlsson. \"What are we going to end up producing in Sweden?\"\\n',\n", + " 'Clarke defends terror detentions\\n\\nThe home secretary has defended his decision not to release foreign terror suspects despite a legal ruling their detention breached human rights laws.\\n\\nHouse of Lords law lords ruled against the detention measures last week. They said it was wrong to have one set of laws for foreign suspects and another for British suspects. New Home Secretary Charles Clarke said he would carefully consider the ruling and would return to Parliament early in the new year with proposals.\\n\\nHe insisted that he would not be rushed into judgement but would examine the law lords\\' findings in detail. \"My duty is to look at first of all the security of this country and in so doing to consider very carefully the precise legal measures that there are.\" Mr Clarke\\'s comments came in response to an emergency question from Liberal Democrat constitutional affairs spokesman David Heath. Mr Heath said the judgement contained \"unprecedented condemnation and could not have been more unequivocal\". He said he accepted the difficult balance between the nation\\'s security and human rights but questioned why the home office had made \"no contingency plans for the present circumstances\".\\n\\n\"These detainees should be prosecuted and tried. Simply renewing the present deeply unsatisfactory legislation is not an option.\" Shadow home secretary David Davis said it was not possible to overstate the importance of the judgment and urged the government to move as fast as \"competently possible\" to sort the problem out in the interests of natural justice. \"If you do, we will give you every support.\" The law lords\\' ruling came on Charles Clarke\\'s first day as home secretary last Thursday following David Blunkett\\'s resignation. In a statement on the same day, Mr Clarke said: \"I will be asking Parliament to renew this legislation in the New Year. \"In the meantime, we will be studying the judgment carefully to see whether it is possible to modify our legislation to address the concerns raised by the House of Lords.\"\\n\\nBut the government was widely criticised for insisting the detentions would continue following the ruling last week. Lord Bingham - a senior law lord - said the rules were incompatible with the European Convention on Human Rights as they allowed detentions \"in a way that discriminates on the ground of nationality or immigration status\" by justifying detention without trial for foreign suspects, but not Britons. Lord Nicholls of Birkenhead, in his ruling, said: \"Indefinite imprisonment without charge or trial is anathema in any country which observes the rule of law.\" The detainees took their case to the House of Lords after the Court of Appeal backed the Home Office\\'s powers to hold them without limit or charge. The government opted out of part of the European Convention on Human Rights concerning the right to a fair trial in order to bring in anti-terrorism legislation in response to the 11 September attacks in the US.\\n',\n", + " 'Blair backs \\'pre-election budget\\'\\n\\nTony Blair has backed Chancellor Gordon Brown\\'s pre-Budget report amid opposition claims he was too bullish about the state of the UK economy.\\n\\nIn a speech in Edinburgh, the prime minister said Thursday\\'s report reinforced stability and opportunity. And that would be central to Labour\\'s next election campaign, planning for which was already well advanced. Mr Brown earlier denied his economic forecasts were too optimistic - but refused to rule out future tax rises.\\n\\nHe told BBC Radio 4\\'s Today programme: \"No politician should make the mistake that John Major and his colleagues made in 1992 of saying no matter what the circumstances are, they can make all sorts of guarantees on every individual thing.\\n\\n\"That is not what politicians should do, it would not be responsible to do.\" Mr Brown insisted his spending plans were \"affordable\" and he could afford to be optimistic because Britain was now a stable, low-inflation economy and house prices were now stabilising. Mr Blair praised his chancellor for his role in creating economic stability, which he said was the \"cornerstone\" of Labour\\'s programme.\\n\\nIn a speech at Edinburgh\\'s Napier University, he said Labour would publish over the next few months \"a rich agenda for future policy in any possible third term\".\\n\\n\"In every area of work there is a detailed plan for the future, much clearer than those in 1997 or 2001. All of it fits together around common themes of opportunity, security and stability for all,\" Mr Blair said. In his pre-Budget report, Mr Brown surprised some City experts by forecasting UK growth at between 3% and 3.5% for next year. Many believe the figure is more likely to be under 3% - and fear tax rises or spending cuts, saying tax receipts have been overestimated. Carl Emmerson, from the Institute for Fiscal Studies, told BBC News: \"He thinks everything will come out in the wash and it will, in fact, be OK. We\\'re not so sure.\" David Page, of Investec Securities, said: \"His forecast that he will meet the golden rule with a margin of £8bn is way too optimistic. \"It\\'s going to take a significant turnaround in the economy to meet these targets.\"\\n\\nConservative Shadow chancellor Oliver Letwin said: \"I can\\'t find a single economic forecaster from the IMF to the Institute of Fiscal Studies who believes anything other than the chancellor has got a black hole in his finances. \"In order to deal with that he will have to raise taxes after the next general election.\" Mr Letwin accused the chancellor of using \"fancy statistics\" to hide public service failures. Vincent Cable, for the Liberal Democrats, called on Mr Brown to open up the government\\'s books to the National Audit Office, to see if he had met his \"golden rule\". \"It is very clear that there are some serious loose ends in government public spending,\" Mr Cable told MPs.\\n',\n", + " 'Labour battle plan \\'hides Blair\\'\\n\\nThe Tories have accused Tony Blair of being \"terrified\" of scrutiny after Labour unveiled details of how it will fight the next general election.\\n\\nIn a break with tradition, the party will ditch the leader\\'s battle bus and daily press briefings in Westminster. Instead Mr Blair will travel to key cities and marginal seats to deliver the party\\'s message. Labour election chief Alan Milburn denied the party was trying to \"hide\" the prime minister.\\n\\nHe promised \"the most positive and upbeat election campaign Labour has ever run\". But Tory co-chairman Liam Fox said Labour\\'s plans showed Mr Blair was \"terrified of facing proper scrutiny\".\\n\\n\"At a time when the British people are looking for more accountability and openness, this government turns its back on them; abandoning plans to tour the country and scared to face journalists in a press conference - it does rather beg the question, \\'What have they got to hide?\\'\" The general election is widely expected next May and all the parties are stepping up their campaign preparations. Mr Milburn said the economy would take centre stage in Labour\\'s campaign in what would be a \"watershed\" election and the \"last stand of the Thatcherites\". Mr Milburn said Labour\\'s slogan would be \"Britain is working - Don\\'t let the Tories wreck it.\"\\n\\nThe tone of the campaign, said Mr Milburn, would be more conversational than rhetorical; more spontaneous less scripted; less national more local and less based on issues and more concentrated on people. The approach is particularly designed to appeal to women voters, he said. Mr Milburn brushed aside questions over why the chancellor was not present at the Cabinet meeting to discuss election strategy particularly since such importance was being given to the economy. \"I\\'m not privy to everybody\\'s diary,\" he said. Mr Brown has headed Labour\\'s preparations for previous polls but Mr Milburn is taking that role this time. In a break with the past, Labour will not hold a daily news conference in London. It will not be a \"battle bus\" style campaign either, he said.\\n\\nIn previous elections, each party leader has had their own battle bus transporting national newspaper, television and radio reporters to staged campaign events around the country. Mr Milburn said Labour\\'s media effort this time would focus more on local newspapers and broadcasters, with every local radio station given the chance to interview the prime minister. Mr Milburn said there would also be a greater effort to set up face-to-face meetings between ministers and the electorate. Former Downing Street media chief Alastair Campbell is also returning to advise Labour on media strategy and campaigning.\\n\\nMr Milburn said no decision had been taken yet over whether David Blunkett would have a prominent role in the election. Liberal Democrat chief executive Lord Rennard suggested Labour was avoiding news conferences in London because it wanted less scrutiny of its record and proposals. \"Tony Blair seems to have disappeared from Labour leaflets and broadcasts,\" he said. \"In contrast Charles Kennedy will feature prominently in the Liberal Democrat campaign right across the country.\"\\n']" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "texts_test" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -172,11 +440,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Start of the first document:\n", + "Watchdog probes Vivendi bond sale\n", + "\n", + "French stock market regulator AMF has filed complaints against me...\n", + "----------\n", + "Sampling of vocabulary counts in the document:\n", + "bank 2\n", + "bankruptcy 0\n", + "banks 0\n", + "barcelona 0\n", + "based 0\n", + "basic 0\n", + "basis 1\n", + "bath 0\n", + "battle 0\n", + "bbc 0\n" + ] + } + ], "source": [ "from sklearn.feature_extraction.text import CountVectorizer\n", "\n", @@ -195,7 +486,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -212,9 +503,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 1.81 s, sys: 221 ms, total: 2.03 s\n", + "Wall time: 1.98 s\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:469: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n" + ] + } + ], "source": [ "%time _ = text_classifier.fit(texts_train, target_train)" ] @@ -230,9 +544,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0.955" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "text_classifier.score(texts_test, target_test)" ] @@ -260,9 +585,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 30995 unique tokens.\n", + "Example of word_index: [('the', 1), ('to', 2), ('of', 3), ('and', 4), ('a', 5)]\n" + ] + } + ], "source": [ "from tensorflow.keras.preprocessing.text import Tokenizer\n", "\n", @@ -288,7 +622,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -297,9 +631,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Original text: ['Watchdog', 'probes', 'Vivendi', 'bond']\n", + "Tokenized text: [1857, 9454, 5251, 1973]\n", + "Converted back to text: ['watchdog', 'probes', 'vivendi', 'bond']\n" + ] + } + ], "source": [ "print(f'Original text: {texts_train[0].split(\" \")[0:4]}')\n", "print(f'Tokenized text: {sequences[0][0:4]}')\n", @@ -315,9 +659,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "average length: 382.6\n", + "max length: 4355\n" + ] + } + ], "source": [ "seq_lens = [len(s) for s in sequences]\n", "print(\"average length: %0.1f\" % np.mean(seq_lens))\n", @@ -326,9 +679,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "\n", @@ -344,9 +708,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shape of data tensor: (2025, 1000)\n", + "Shape of data test tensor: (200, 1000)\n" + ] + } + ], "source": [ "from tensorflow.keras.preprocessing.sequence import pad_sequences\n", "\n", @@ -362,13 +735,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shape of label tensor: (2025, 5)\n" + ] + } + ], "source": [ "from tensorflow.keras.utils import to_categorical\n", "\n", - "y_train = to_categorical(target_train)\n", + "y_train = to_categorical(target_train).astype('int32')\n", "print('Shape of label tensor:', y_train.shape)" ] }, @@ -389,7 +770,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ @@ -415,9 +796,52 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/10\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "57/57 [==============================] - 2s 24ms/step - loss: 1.3997 - accuracy: 0.4846 - val_loss: 1.0442 - val_accuracy: 0.7734\n", + "Epoch 2/10\n", + "57/57 [==============================] - 1s 19ms/step - loss: 0.6742 - accuracy: 0.9012 - val_loss: 0.4052 - val_accuracy: 0.9606\n", + "Epoch 3/10\n", + "57/57 [==============================] - 1s 19ms/step - loss: 0.2563 - accuracy: 0.9802 - val_loss: 0.2229 - val_accuracy: 0.9704\n", + "Epoch 4/10\n", + "57/57 [==============================] - 1s 19ms/step - loss: 0.1211 - accuracy: 0.9912 - val_loss: 0.1470 - val_accuracy: 0.9754\n", + "Epoch 5/10\n", + "57/57 [==============================] - 1s 19ms/step - loss: 0.0669 - accuracy: 0.9973 - val_loss: 0.1152 - val_accuracy: 0.9803\n", + "Epoch 6/10\n", + "57/57 [==============================] - 1s 24ms/step - loss: 0.0419 - accuracy: 0.9989 - val_loss: 0.1020 - val_accuracy: 0.9754\n", + "Epoch 7/10\n", + "57/57 [==============================] - 1s 20ms/step - loss: 0.0274 - accuracy: 1.0000 - val_loss: 0.0932 - val_accuracy: 0.9754\n", + "Epoch 8/10\n", + "57/57 [==============================] - 1s 19ms/step - loss: 0.0196 - accuracy: 1.0000 - val_loss: 0.0805 - val_accuracy: 0.9803\n", + "Epoch 9/10\n", + "57/57 [==============================] - 1s 19ms/step - loss: 0.0143 - accuracy: 1.0000 - val_loss: 0.0806 - val_accuracy: 0.9754\n", + "Epoch 10/10\n", + "57/57 [==============================] - 1s 18ms/step - loss: 0.0111 - accuracy: 1.0000 - val_loss: 0.0782 - val_accuracy: 0.9754\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "model.fit(x_train, y_train, validation_split=0.1,\n", " epochs=10, batch_size=32)" @@ -435,14 +859,39 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "accuracy: 0.965\n", + "example of wrong class: MSPs hear renewed climate warning\n", + "\n", + "Climate change could be completely out of control within several decades, the Scottish Environment Protection Agency is warning a committee of MSPs.\n", + "\n", + "Experts are giving evidence on the subject to the Scottish Parliament's environment committee. Officials believe nuclear energy and wind farms may be better options than trying to tackle global warming. Solutions suggested by conservationists include reducing internal UK air travel and boosting electric trains. The evidence is part of the committee's inquiry into the impact of climate change in Scotland. Sepa is attempting to curb global warming gases, as pollution from transport emissions increases.\n", + "\n", + "Ecologists are warning MSPs that Scotland may have to accept \"significant intrusion\" from wind farms. It is likely also that nuclear power will be needed for possibly several decades. Sepa predict that the two methods will remain as energy sources until climate change is under control. Experts studying the seas off Scotland's west coast have already forecast more devastating weather of the type which caused havoc across the country last month.\n", + "\n", + "They predicted that damaging storms will become more frequent. Researchers from the University of the Highlands and Islands and Southampton have been looking at wave heights in the Atlantic over the last nine years. The project was conducted jointly by the Environmental Research Institute in Thurso, which is part of the University of the Highlands and Islands (UHI) Millennium Institute network, and the Southampton Oceanography Centre. Scientists carried out a series of studies, including the use of satellites to assess wave heights in the seas around the west coast and the Hebrides.\n", + "\n", + "predicted class: business\n", + "true class: politics\n" + ] + } + ], "source": [ "output_test = model(x_test)\n", "predicted_classes = np.argmax(output_test, axis=-1)\n", "\n", - "# Your code here" + "print('accuracy:', np.mean(predicted_classes == target_test))\n", + "\n", + "wrong_class = np.where(predicted_classes != target_test)[0]\n", + "print(f'example of wrong class: {texts_test[wrong_class[0]]}')\n", + "print(f'predicted class: {target_names[predicted_classes[wrong_class[0]]]}')\n", + "print(f'true class: {target_names[target_test[wrong_class[0]]]}')" ] }, { @@ -461,7 +910,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "metadata": { "collapsed": false }, @@ -483,9 +932,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/15\n" + ] + }, + { + "ename": "TypeError", + "evalue": "in user code:\n\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1401, in train_function *\n return step_function(self, iterator)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1384, in step_function **\n outputs = model.distribute_strategy.run(run_step, args=(data,))\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1373, in run_step **\n outputs = model.train_step(data)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1151, in train_step\n loss = self.compute_loss(x, y, y_pred, sample_weight)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1209, in compute_loss\n return self.compiled_loss(\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/compile_utils.py\", line 277, in __call__\n loss_value = loss_obj(y_t, y_p, sample_weight=sw)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/losses.py\", line 143, in __call__\n losses = call_fn(y_true, y_pred)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/losses.py\", line 270, in call **\n return ag_fn(y_true, y_pred, **self._fn_kwargs)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/losses.py\", line 2199, in categorical_crossentropy\n label_smoothing = tf.convert_to_tensor(label_smoothing, dtype=y_pred.dtype)\n\n TypeError: Expected int32, but got 0.0 of type 'float'.\n", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[49], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfit\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx_train\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my_train\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvalidation_split\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.1\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[43mepochs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m15\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatch_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m32\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 4\u001b[0m output_test \u001b[38;5;241m=\u001b[39m model(x_test)\n\u001b[1;32m 5\u001b[0m test_casses \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39margmax(output_test, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\n", + "File \u001b[0;32m/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py:70\u001b[0m, in \u001b[0;36mfilter_traceback..error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 67\u001b[0m filtered_tb \u001b[38;5;241m=\u001b[39m _process_traceback_frames(e\u001b[38;5;241m.\u001b[39m__traceback__)\n\u001b[1;32m 68\u001b[0m \u001b[38;5;66;03m# To get the full stack trace, call:\u001b[39;00m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;66;03m# `tf.debugging.disable_traceback_filtering()`\u001b[39;00m\n\u001b[0;32m---> 70\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m e\u001b[38;5;241m.\u001b[39mwith_traceback(filtered_tb) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 71\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m 72\u001b[0m \u001b[38;5;28;01mdel\u001b[39;00m filtered_tb\n", + "File \u001b[0;32m/var/folders/46/j77f18l14xj1_rhggz2d6jsm0000gn/T/__autograph_generated_file__5s8uue.py:15\u001b[0m, in \u001b[0;36mouter_factory..inner_factory..tf__train_function\u001b[0;34m(iterator)\u001b[0m\n\u001b[1;32m 13\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 14\u001b[0m do_return \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m---> 15\u001b[0m retval_ \u001b[38;5;241m=\u001b[39m ag__\u001b[38;5;241m.\u001b[39mconverted_call(ag__\u001b[38;5;241m.\u001b[39mld(step_function), (ag__\u001b[38;5;241m.\u001b[39mld(\u001b[38;5;28mself\u001b[39m), ag__\u001b[38;5;241m.\u001b[39mld(iterator)), \u001b[38;5;28;01mNone\u001b[39;00m, fscope)\n\u001b[1;32m 16\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m:\n\u001b[1;32m 17\u001b[0m do_return \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n", + "\u001b[0;31mTypeError\u001b[0m: in user code:\n\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1401, in train_function *\n return step_function(self, iterator)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1384, in step_function **\n outputs = model.distribute_strategy.run(run_step, args=(data,))\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1373, in run_step **\n outputs = model.train_step(data)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1151, in train_step\n loss = self.compute_loss(x, y, y_pred, sample_weight)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/training.py\", line 1209, in compute_loss\n return self.compiled_loss(\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/engine/compile_utils.py\", line 277, in __call__\n loss_value = loss_obj(y_t, y_p, sample_weight=sw)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/losses.py\", line 143, in __call__\n losses = call_fn(y_true, y_pred)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/losses.py\", line 270, in call **\n return ag_fn(y_true, y_pred, **self._fn_kwargs)\n File \"/opt/miniconda3/envs/dsi_participant/lib/python3.9/site-packages/keras/src/losses.py\", line 2199, in categorical_crossentropy\n label_smoothing = tf.convert_to_tensor(label_smoothing, dtype=y_pred.dtype)\n\n TypeError: Expected int32, but got 0.0 of type 'float'.\n" + ] + } + ], "source": [ "model.fit(x_train, y_train, validation_split=0.1,\n", " epochs=15, batch_size=32)\n", @@ -512,7 +982,16 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading from https://github.com/m2dsupsdlclass/lectures-labs/releases/download/0.3/glove100k.100d.zip to glove100k.100d.zip...\n", + "extracting glove100k.100d.zip...\n" + ] + } + ], "source": [ "# Get pretrained Glove Word2Vec\n", "URL_REPRESENTATIONS = \"https://github.com/m2dsupsdlclass/lectures-labs/releases/download/0.3/glove100k.100d.zip\"\n", @@ -531,9 +1010,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "found 100000 different words in the file\n" + ] + } + ], "source": [ "embeddings_index = {}\n", "embeddings_vectors = []\n", @@ -553,9 +1040,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(100000, 100)\n" + ] + } + ], "source": [ "# Stack all embeddings in a large numpy array\n", "glove_embeddings = np.vstack(embeddings_vectors)\n", @@ -566,7 +1061,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ @@ -588,9 +1083,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "array([-1.6298e-01, 3.0141e-01, 5.7978e-01, 6.6548e-02, 4.5835e-01,\n", + " -1.5329e-01, 4.3258e-01, -8.9215e-01, 5.7747e-01, 3.6375e-01,\n", + " 5.6524e-01, -5.6281e-01, 3.5659e-01, -3.6096e-01, -9.9662e-02,\n", + " 5.2753e-01, 3.8839e-01, 9.6185e-01, 1.8841e-01, 3.0741e-01,\n", + " -8.7842e-01, -3.2442e-01, 1.1202e+00, 7.5126e-02, 4.2661e-01,\n", + " -6.0651e-01, -1.3893e-01, 4.7862e-02, -4.5158e-01, 9.3723e-02,\n", + " 1.7463e-01, 1.0962e+00, -1.0044e+00, 6.3889e-02, 3.8002e-01,\n", + " 2.1109e-01, -6.6247e-01, -4.0736e-01, 8.9442e-01, -6.0974e-01,\n", + " -1.8577e-01, -1.9913e-01, -6.9226e-01, -3.1806e-01, -7.8565e-01,\n", + " 2.3831e-01, 1.2992e-01, 8.7721e-02, 4.3205e-01, -2.2662e-01,\n", + " 3.1549e-01, -3.1748e-01, -2.4632e-03, 1.6615e-01, 4.2358e-01,\n", + " -1.8087e+00, -3.6699e-01, 2.3949e-01, 2.5458e+00, 3.6111e-01,\n", + " 3.9486e-02, 4.8607e-01, -3.6974e-01, 5.7282e-02, -4.9317e-01,\n", + " 2.2765e-01, 7.9966e-01, 2.1428e-01, 6.9811e-01, 1.1262e+00,\n", + " -1.3526e-01, 7.1972e-01, -9.9605e-04, -2.6842e-01, -8.3038e-01,\n", + " 2.1780e-01, 3.4355e-01, 3.7731e-01, -4.0251e-01, 3.3124e-01,\n", + " 1.2576e+00, -2.7196e-01, -8.6093e-01, 9.0053e-02, -2.4876e+00,\n", + " 4.5200e-01, 6.6945e-01, -5.4648e-01, -1.0324e-01, -1.6979e-01,\n", + " 5.9437e-01, 1.1280e+00, 7.5755e-01, -5.9160e-02, 1.5152e-01,\n", + " -2.8388e-01, 4.9452e-01, -9.1703e-01, 9.1289e-01, -3.0927e-01],\n", + " dtype=float32)" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "get_emb(\"computer\")" ] @@ -606,7 +1132,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, "outputs": [], "source": [ @@ -635,36 +1161,116 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[('cpu', 0.99999994),\n", + " ('processor', 0.77934384),\n", + " ('cpus', 0.7651844),\n", + " ('microprocessor', 0.73606336),\n", + " ('processors', 0.67348146),\n", + " ('motherboard', 0.66757727),\n", + " ('x86', 0.6655922),\n", + " ('pentium', 0.64758503),\n", + " ('gpu', 0.6448882),\n", + " ('i/o', 0.63523525)]" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "most_similar(\"cpu\")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[('nvidia', 1.0),\n", + " ('geforce', 0.70250356),\n", + " ('gpu', 0.6787485),\n", + " ('ati', 0.67037094),\n", + " ('chipset', 0.63813114),\n", + " ('gpus', 0.633038),\n", + " ('amd', 0.6098824),\n", + " ('chipsets', 0.6023344),\n", + " ('tesla', 0.58550215),\n", + " ('intel', 0.5631714)]" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "most_similar(\"nvidia\")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[('1', 1.0000001),\n", + " ('2', 0.97136045),\n", + " ('3', 0.9551016),\n", + " ('4', 0.93552566),\n", + " ('5', 0.9143885),\n", + " ('6', 0.90160364),\n", + " ('8', 0.8834145),\n", + " ('7', 0.87454295),\n", + " ('9', 0.8470948),\n", + " ('10', 0.8159793)]" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "most_similar(\"1\")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[('leaf', 0.7868253),\n", + " ('toronto', 0.77712166),\n", + " ('maple', 0.7656235),\n", + " ('red', 0.6574254),\n", + " ('buffalo', 0.6446778),\n", + " ('leafs', 0.63587487),\n", + " ('montreal', 0.63387585),\n", + " ('boston', 0.626379),\n", + " ('seattle', 0.62145466),\n", + " ('cleveland', 0.62078816)]" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# bonus: sum of two word embeddings\n", "most_similar([\"toronto\", \"leaf\"])" @@ -681,7 +1287,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": { "collapsed": false }, @@ -694,11 +1300,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": { "scrolled": false }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "\n", @@ -731,9 +1348,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "added 17275 words in the embedding matrix\n" + ] + } + ], "source": [ "EMBEDDING_DIM = 100\n", "\n", @@ -762,7 +1387,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ @@ -784,7 +1409,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 63, "metadata": {}, "outputs": [], "source": [ @@ -805,9 +1430,56 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 64, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/15\n", + "57/57 [==============================] - 3s 24ms/step - loss: 1.3853 - accuracy: 0.6394 - val_loss: 1.1995 - val_accuracy: 0.9064\n", + "Epoch 2/15\n", + "57/57 [==============================] - 1s 11ms/step - loss: 1.0500 - accuracy: 0.8705 - val_loss: 0.9509 - val_accuracy: 0.8768\n", + "Epoch 3/15\n", + "57/57 [==============================] - 1s 9ms/step - loss: 0.8470 - accuracy: 0.8974 - val_loss: 0.7766 - val_accuracy: 0.9163\n", + "Epoch 4/15\n", + "57/57 [==============================] - 1s 12ms/step - loss: 0.7066 - accuracy: 0.9210 - val_loss: 0.6639 - val_accuracy: 0.9064\n", + "Epoch 5/15\n", + "57/57 [==============================] - 1s 10ms/step - loss: 0.6115 - accuracy: 0.9199 - val_loss: 0.5733 - val_accuracy: 0.9409\n", + "Epoch 6/15\n", + "57/57 [==============================] - 1s 16ms/step - loss: 0.5432 - accuracy: 0.9286 - val_loss: 0.5188 - val_accuracy: 0.9261\n", + "Epoch 7/15\n", + "57/57 [==============================] - 1s 13ms/step - loss: 0.4879 - accuracy: 0.9325 - val_loss: 0.4669 - val_accuracy: 0.9310\n", + "Epoch 8/15\n", + "57/57 [==============================] - 1s 14ms/step - loss: 0.4451 - accuracy: 0.9347 - val_loss: 0.4395 - val_accuracy: 0.9163\n", + "Epoch 9/15\n", + "57/57 [==============================] - 1s 18ms/step - loss: 0.4108 - accuracy: 0.9358 - val_loss: 0.3987 - val_accuracy: 0.9360\n", + "Epoch 10/15\n", + "57/57 [==============================] - 1s 14ms/step - loss: 0.3812 - accuracy: 0.9369 - val_loss: 0.3736 - val_accuracy: 0.9310\n", + "Epoch 11/15\n", + "57/57 [==============================] - 1s 11ms/step - loss: 0.3573 - accuracy: 0.9440 - val_loss: 0.3515 - val_accuracy: 0.9360\n", + "Epoch 12/15\n", + "57/57 [==============================] - 1s 21ms/step - loss: 0.3375 - accuracy: 0.9424 - val_loss: 0.3375 - val_accuracy: 0.9360\n", + "Epoch 13/15\n", + "57/57 [==============================] - 1s 22ms/step - loss: 0.3202 - accuracy: 0.9424 - val_loss: 0.3142 - val_accuracy: 0.9409\n", + "Epoch 14/15\n", + "57/57 [==============================] - 1s 18ms/step - loss: 0.3037 - accuracy: 0.9446 - val_loss: 0.3053 - val_accuracy: 0.9360\n", + "Epoch 15/15\n", + "57/57 [==============================] - 1s 14ms/step - loss: 0.2897 - accuracy: 0.9457 - val_loss: 0.2939 - val_accuracy: 0.9360\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "model.fit(x_train, y_train, validation_split=0.1,\n", " epochs=15, batch_size=32)" @@ -879,7 +1551,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.8" + "version": "3.9.19" } }, "nbformat": 4,