Thinking About EU

MEPs' Topics

Discover what MEPs are working on by seeing keywords and categories emerging from their questions.

Discover what MEPs are working on by seeing keywords and categories emerging from their questions.

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Last Updated: 2018-07-05

About this classification:

The classification works on the corpus of all the parliamentary questions (oral and written) presented during the VIII term. The corpus is projected in a vector space where the dimensions are the keywords selected through a technique that involves the use of Markov Chains.
In this space, every text is represented by the TF-IDF (term frequency–inverse document frequency) vector.

On this vector space we've trained two different classifiers (svm and random forest). Combining the two classifiers we reach a precision of 81% on our test set.

As you may understand, classifying parliamentary texts involves knowledge of the domain, care when combining the classifiers and a high quality training. Even when all these elements are there, this semi-automatic classification can hardly be perfect, but it's good to continously try to improve it.

Every feedback and help is then more than welcome!

Keywords Extraction:

Date Title
2015/06/04 Erasmus Mundus and IT
2014/12/03 Erasmus Students at Newcastle University
2014/12/03 Erasmus Students at Durham University
2014/12/03 Erasmus Students at Teesside University
2014/12/03 Erasmus Students at Sunderland University
2014/12/03 Erasmus Students at Northumbria University
2018/06/04 VP/HR - 10-year prison sentence given by the United Arab Emirates to Ahmed Mansoor
2017/03/15 Leave in the interests of the service
2017/03/07 Leave in the interests of the service
2015/07/17 Greek exit from the Eurozone
2015/06/25 Commission President's call for a guaranteed minimum income scheme across the EU
2015/06/25 United Nations Office on Drugs and Crime - UNODC
2015/06/04 EU politicians banned from third countries
2014/11/13 Macrofinancial assistance to accession countries
2014/11/13 Macrofinancial assistance
2014/09/23 Cyprus mortgage scam
2016/10/12 Farm antibiotics
2016/02/17 Revision of Firearms Directive: definition of 'replica' and 'imitation firearm'
2016/02/17 Revision of Firearms Directive: impact assessment
2016/02/17 Revision of Firearms Directive: maximum certificate length
2016/02/17 Revision of Firearms Directive and .22 calibre semi-automatic rifles
2016/01/08 Revision of Firearms Directive and impact on historical re-enactment societies
2016/01/04 Firearms Directive revision and the use of sound moderators
2016/01/04 EU Water Framework Directive
2016/01/04 Firearms Directive revision and deactivated weapons
2015/06/25 Germany's failure to comply with EU airport security law
2015/06/25 Returns Directive - Domestic law
2014/12/09 Review of golden handshakes
2018/03/07 Crypto-currency taxation
2015/06/25 Taxation competences
2015/05/11 Endangered species and Chinese medicine
2015/01/28 Religious liberty
2015/01/09 Gender-selective abortion
2014/09/23 Committee of the Regions AD14 staff
2014/09/23 Council AD14 staff
2014/09/23 Committee of the Regions staff numbers
2014/09/23 EU staff redundancies 2
2014/09/23 EU staff redundancies
2018/06/12 VP/HR - Malaysia
2017/12/05 Traffic violation fines - procedure for international visitors driving in Italy
2016/10/12 Food packaging
2016/05/26 Animal testing
2015/07/17 Kosovo's failure to amend its Constitution
2015/06/25 Allocation of funding for cross-border cooperation
2015/06/25 Arash Derambarsh's anti-food-waste campaign
2015/06/25 Hydroelectric projects in Africa
2015/06/04 EU-wide corporation tax
2015/06/04 Turkey's sanctions against the EU and IPA funding
2015/06/01 Funding of agricultural projects in Azerbaijan
2015/06/01 Funding of agricultural projects in Georgia
2015/06/01 BBC funding and impartiality
2015/06/01 Youth unemployment in the Member States
2015/06/01 EUCAP Nestor
2015/05/11 Palm oil and orang-utans
2015/05/11 Cross-border traffic offences
2015/01/28 Armenian genocide and Turkey pre-accession funding
2015/01/09 London air ambulance
2014/12/09 VP/HR - Support for British ex-soldier
2014/11/24 ISIS assets
2014/08/04 Funding by region
2014/08/04 Failure criteria in EU-funded projects
2014/08/04 EU funding to the UN
2014/07/28 EU funding for the British Broadcasting Corporation (BBC)
2017/07/13 Rights of Christians in Turkey
2015/11/30 Turkey and the EU's response to the refugee crisis
2015/11/30 Turkey and the EU's response to the refugee crisis
2015/06/04 Turkey's sanctions against the Vatican
2015/06/04 FIFA World Cups 2018 and 2022
2015/06/01 FIFA World Cup Qatar 2022
2015/06/01 FIFA corruption scandal
2015/06/01 FIFA World Cup Russia 2018
2015/01/28 Hayat Boumeddiene and Turkey
2015/01/09 Ebola aid first response
2015/01/09 Ebola aid
2014/11/24 Xenophobia in Turkey
2017/10/04 Songbird poaching and sales of ambelopoulia
2016/05/26 Biocidal Products Regulation
2016/03/31 Impact of the Biocidal Products Regulation on SMEs
2015/11/30 Labelling of products produced in disputed territories of Israel
2015/07/17 Austrian complaint about British state aid support for nuclear power
2015/07/03 EU-Zimbabwe relations
2015/06/25 International Criminal Tribunal for the former Yugoslavia
2015/06/04 Foreign dignitaries banned from EU
2015/06/01 Completion date for the Europa building
2015/06/01 Protect and Provide Livelihoods in Lebanon project (PPLL)
2015/05/11 Whale products in EU ports
2015/01/28 Christian persecution in Nigeria
2015/01/28 Christian persecution in Gulf Cooperation Council (GCC) countries
2015/01/28 VP/HR - Sikh political prisoners
2014/12/09 Switzerland and the single market
2014/12/09 Norway's access to the single market
2014/11/24 Iran
2014/10/15 Bullfighting subsidies
2014/07/28 TTIP - Investor-State Dispute Mechanism
2014/07/28 QMV November 2014
2018/04/10 Legal recourse for citizens in the event of a breach of EU regulations
2017/07/13 VP/HR - Forced labour in laogai
2016/10/12 VP/HR - Nick Dunn
2016/03/31 Dog welfare in Romania
2016/03/31 VP/HR - Nick Dunn
2015/10/30 Identifying militant groups in the EU and abroad
2015/06/30 EU Coastal and Marine Policy - North East England
2015/06/25 Horizon 2020 - Projects in North-East England
2015/06/25 North-East England - Management of Horizon 2020
2015/06/04 Migration NGOs in Latin America
2015/05/11 Ivory trade regulations
2015/01/09 VAT mini one-stop shop (MOSS) rules
2015/01/09 Middle East and North Africa trade status
2014/12/09 Laogai trade
2014/11/24 VP/HR - Ghoncheh Ghavami
2014/10/15 Jean Monnet professors and Chairs in North East England
2014/10/09 Working groups
2018/05/03 VP/HR - Freedom of religion in Algeria
2016/03/31 Article 8 of the Lisbon Treaty
2015/07/17 Ornamental fish
2014/11/13 Article 50 of the Lisbon Treaty
2014/10/09 Severance pay - EU commissioners
2018/06/12 VP/HR - Eritrea
2017/10/05 Sufficiently flexible mandate
2017/07/13 Hate Crimes in Bulgaria
2017/07/13 VP/HR - Treatment of Asia Bibi
2017/03/15 Errors in EU accounts
2017/03/15 Court of Auditors' report - clarification
2017/03/15 Brexit calculations
2017/03/15 Liabilities in EU accounts
2017/03/07 VP/HR - Sudanese court decision
2016/03/31 Total UK contribution to EU budget
2016/02/29 Steel
2016/01/04 European Union social media budget for 2016 and neutrality online
2015/11/30 Update on Turkey's accession to the European Union
2015/11/30 Potential conflicts of interest in the UK EU referendum campaign
2015/06/25 Minting euro coins
2015/06/25 European system of national and regional accounts (ESA 1995)
2015/06/25 Hungary asylum changes
2015/06/04 Amicus Curiae briefs
2015/06/04 Leaving the European Convention on Human Rights
2015/06/04 Exclusion of non-nationals from voting in national elections and referendums
2015/06/01 Maritime regional capacity in the Horn of Africa
2015/06/01 Budget draft meeting for 2016 - Somalia
2015/06/01 EU delegation in Tehran
2015/06/01 European Neighbourhood and Partnership Instrument (ENPI)
2015/06/01 Lowering the voting age in EU-related referenda and elections
2015/06/01 Somaliland police training course
2015/01/28 Political situation in Greece
2015/01/28 Legality of leaving the euro
2015/01/28 Euro in Greece
2014/11/24 Gibraltar customs checks
2014/11/24 European Circular Economy Package
2014/11/13 Court of Auditors recommendations
2014/11/13 Repeal of European Communities Act 1972
2014/10/15 Legality of withdrawing from the European Convention on Human Rights
2014/09/23 Impact on UK budget rebate of mobilisation of European Globalisation Adjustment Fund
2014/08/04 TTIP and the right to sue national governments
2014/08/04 Carbon emissions - Brussels-Strasbourg travel