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: 2017-01-31

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!


Group of the Alliance of Liberals and Democrats for Europe
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Spain
Magic Circle
Culture and Education Member cult
Security and Defence Substitute sede
Foreign Affairs Substitute afet



Keywords Extraction:

Date Title
2017/01/11 Inclusion of the 'Sovereignty and Justice Independence Organisation' on the EU transparency register
2016/12/21 New regulation on labelling products suitable for coeliacs
2016/11/18 The EU Transparency Register and the ANC - Article 4(2) TEU breached by the ANC's objectives
2016/11/10 Resolution by the regional Parliament of Cataluña (Spain) violating the principle of fair cooperation between EU Member States and the single market
2016/08/31 Referendum on the resettlement of refugees among the Member States
2016/05/10 Language-based discrimination in Catalonia and fines against businesses
2016/03/10 VP/HR - Transparency regarding EU sanctions imposed on ISIL
2016/03/04 Politicisation of the media in Catalonia
2016/01/22 Spain and the 'University Quality Indicators' study
2016/12/22 VP/HR - Mohamed Ould Cheikh Ould Mkhaitir sentenced to death in Mauritania
2016/11/30 Death penalty for homosexuals and the prevention of European radicalisation
2016/09/07 Funding sanitation facilities
2016/08/31 Towards rules on EU-wide citizens' associations
2016/07/01 Promoting small-scale inland fisheries in the drylands of Sub-Saharan Africa
2016/06/21 The Rules of Procedure of the General Court and secret evidence
2016/05/25 EU funding for the European Union Youth Orchestra
2016/04/26 Gene editing in humans
2016/04/15 Risk of legal proceedings against the European Union following the Judgment of the General Court of 10 December 2015 - Front Polisario v Council
2016/01/22 VP/HR - Rising number of blasphemy sentences worldwide - outcome of the 2015 Freedom of Thought Report of the International Humanist and Ethical Union
2015/12/22 VP/HR - Ashraf Fayadh, sentenced to death for apostasy
2017/01/10 Televisió de Catalunya and ideological manipulation of children
2016/10/31 'No Lost Generation' programme - Education for refugees
2016/10/31 Access to copyrighted content for the education sector
2016/10/19 Schooling for Syrian children
2016/10/06 Archive of terrorist victims in danger of being lost
2016/07/21 Call for a limitation of abusive fees charged for cross-border intra-EU phone calls and SMSs in the upcoming review of the telecoms framework
2016/06/24 Transport of farm animals to Turkey
2016/04/26 Legislative framework for regulating light pollution
2016/12/22 The role of science in political decision-making
2016/08/31 Polygamy and child marriage in Europe
2016/02/29 No-go zones in Europe
2016/02/29 Comprehensive law against gender violence
2016/01/29 Instrumentalisation of educational establishments by the Catalan political authorities
2016/01/27 Chemical warfare agents (CWA) in the Baltic Sea
2016/01/22 Blasphemy laws in Europe
2016/11/22 Determining admissible levels of asbestos fibre ingested in drinking water and replacing asbestos cement pipes
2016/07/13 EFSA and protests against GMOs
2016/07/12 VP/HR - Australian immigration detention centres on Manus and Nauru islands
2016/07/01 The contribution of high efficiency cogeneration to primary energy savings and the development of this technology
2016/06/20 Anti-fracking movement, Russia and energy security
2016/05/25 Encouraging quantum technology
2016/04/27 Mercury pollution from power station emissions
2015/12/17 Cost of energy
2016/09/30 Pulses and climate change
2016/06/30 Biofuels and climate change
2016/12/09 EU-Ecuador trade agreement and Canary Island bananas
2016/09/30 Pulses and food security
2016/09/07 Plastic microbeads
2016/06/24 Commission forecast on gas demand
2016/05/24 Food loss and food waste
2015/12/21 Taxation of works of art in the EU
2016/04/26 The case of Jan Böhmermann and respect for freedom of expression in Germany
2016/02/29 VP/HR - Freedom of expression in Bahrain and the case of Ebrahim Sharif
2016/02/29 VP/HR - Renewed fatwa on Salman Rushdie and freedom of expression in Iran
2015/12/21 Freedom of religion and humanism in school curriculum
2016/02/10 According to Europol at least 10 000 refugee children are missing
2016/02/10 According to Europol at least 10 000 refugee children are missing
2016/10/31 Compatibility of the third PCI list with the Paris Agreement
2016/08/31 VP/HR - Respect for human rights and the non-religious minority in Turkey
2016/08/31 Aid to Italy after the earthquake
2016/07/12 Negligence on the part of airline Vueling
2016/06/01 Sustainable and responsible fishing
2016/03/08 VP/HR - the Zika virus and women's rights
2015/12/21 VP/HR - LGBT rights in Tunisia

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