Data Science Campus projects
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ProjectOutlineStakeholdersPre-discoveryDiscoveryDeliveryDisseminationComplete
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Measuring the urban forestCreating a national urban foliage dataset, using Google Street View and neural networks. The value of urban nature from pollution removal alone was estimated by ONS at over £211 million for 2015. With the addition of other services such as recreation, flood prevention and noise regulation the annual value to the UK economy is likely to be in excess of £1 billion.DEFRA, ONS natural capital team
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Shipping1. Using real time ship satellite tracking (automatic identification system, AIS) to understand pressure on UK ports 2. To explore whether shipping volumes can be used as a superfast indicator of GDPDIT,ESCoE, HMRC, ONS
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Finbins - automatic classification of financial subsectorsCan we use machine learning and text analysis to automate the classification of the financial sector to granular sub-sectors, to meet the need for more detailed financial statistics?ONS and Bank of England flow of funds teams and their users
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Economic and social impact of the fishing industryAssessing the social and economic impact of fishing on local communities, and developing a non-disclosive visualisation of statistics for small areasDEFRA, Scottish Government
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Sustainable Development GoalsDeveloping a tool to disseminate information on the UN’s sustainable developmentgoals (SDGs)ONS SDG team, DFID
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Eclipse- evaluating calorie intake for populationstatisticsestimatesCan we improve self-reported estimates of energy (calorie) consumption?Cabinet Office, DEFRA, ONS health teams
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Explaining tourism and migration statisticsUnderstanding tourism and migration using social mediaUniversity of Warwick, DCMS, ONS social surveys,
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Superfast GDP indicatorCan we use early returns of turnover for VAT purposes to develop a superfast indicator of GDP growth rates?National Accounts, Bank of England, HM Treasury, GDP users
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Identifying emerging technologiesCan we identify emerging technologies frompatentdata?IPO,BEIS
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Search termsUsing text analysis to identify the intent of ONS website users to improve search results so that they are more relevant to user needsONS
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Building a survey question bankReading ONS business surveys into machine readable format, and using text analytics on the captured information to inform the harmonisation of business survey questions and administrative data definitionsONS
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Last updated September 2017
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