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
2017/04/03 Academic freedom in Hungary under threat
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
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
2015/12/21 Freedom of religion and humanism in school curriculum
2017/06/13 Protocols for the identification of victims of terrorism
2017/06/01 Critical thinking in education
2017/03/27 The Dinka-Nuer conflict and the ensuing humanitarian crisis in South Sudan
2017/03/07 Xenophobia, racism and incitation to hate on television programme broadcast by public Basque network
2016/10/31 Access to copyrighted content for the education sector
2016/10/06 Archive of terrorist victims in danger of being lost
2016/09/30 Pulses and climate change
2016/08/31 Towards rules on EU-wide citizens' associations
2016/07/13 EFSA and protests against GMOs
2016/06/30 Biofuels and climate change
2015/12/21 Taxation of works of art in the EU
2018/04/10 Judicial cooperation between Member States in criminal matters
2018/03/02 Removal of obstacles to tax harmonisation in the single market
2018/02/06 Governing a Member State region from another Member State
2017/12/18 Harmonisation of criminal law among Member States to prevent 'criminal havens' in the EU
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
2016/10/31 'No Lost Generation' programme - Education for refugees
2016/08/31 Referendum on the resettlement of refugees among the Member States
2018/05/22 Tariffs on black olives from Spain
2018/03/02 Inefficiency of EU development aid in Burma: 2018 ECA report findings
2017/01/16 VP/HR - Disappearance of liberal activists in Pakistan
2016/12/21 New regulation on labelling products suitable for coeliacs
2016/08/31 Aid to Italy after the earthquake
2016/07/01 The contribution of high efficiency cogeneration to primary energy savings and the development of this technology
2016/05/25 Encouraging quantum technology
2016/01/22 Spain and the 'University Quality Indicators' study
2015/12/17 Cost of energy
2017/12/19 Refusal of VP/HR to meet with the 2017 Sakharov Prize laureates
2017/12/19 VP/HR - Refusal of the VP/HR to meet with the 2017 Sakharov Prize laureates
2016/11/22 Determining admissible levels of asbestos fibre ingested in drinking water and replacing asbestos cement pipes
2018/01/10 Presentation of the Muslim Brotherhood organisation in the video 'Jihad' #Spot7 of the SAFFRON project's #HeartofDarkness campaign
2017/09/28 New facts justifying the exclusion of the Catalan National Assembly (ANC) from the EU Transparency Register
2017/01/11 Inclusion of the 'Sovereignty and Justice Independence Organisation' on the EU transparency register
2016/11/18 The EU Transparency Register and the ANC - Article 4(2) TEU breached by the ANC's objectives
2016/07/12 VP/HR - Australian immigration detention centres on Manus and Nauru islands
2016/04/26 Gene editing in humans
2016/03/10 VP/HR - Transparency regarding EU sanctions imposed on ISIL
2018/06/06 Growing suicide risk in middle-aged men
2018/05/28 The right to use public areas and impartiality of institutions
2018/03/20 Right to recognition of retirement benefits of European merchant seamen on Norwegian-flagged vessels
2018/03/12 VP/HR - Implementation of sanctions against Russia
2017/12/11 Impact of the anti-vaccine movement on public health
2016/11/30 Death penalty for homosexuals and the prevention of European radicalisation
2016/09/30 Pulses and food security
2016/09/07 Funding sanitation facilities
2016/06/21 The Rules of Procedure of the General Court and secret evidence
2016/06/20 Anti-fracking movement, Russia and energy security
2016/05/25 EU funding for the European Union Youth Orchestra
2016/05/24 Food loss and food waste
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
2017/09/07 VP/HR - Bacha bāzī (pederasty) in Afghanistan and Europe's responsibility
2016/12/09 EU-Ecuador trade agreement and Canary Island bananas
2016/10/31 Compatibility of the third PCI list with the Paris Agreement
2016/08/31 Polygamy and child marriage in Europe
2016/02/29 No-go zones in Europe
2016/01/22 Blasphemy laws in Europe
2017/03/02 Human rights in Colombia
2017/02/08 Infringement of rights on the protection of personal data
2016/08/31 VP/HR - Respect for human rights and the non-religious minority in Turkey
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
2018/05/07 Homeopathy is not medicine
2018/04/26 Telford and the collection of data on sexual abuse and violence against women
2018/04/26 EU support for combating domestic violence and the principle of non-discrimination
2018/03/16 Support for male victims of sexual abuse
2018/02/06 Misuse of European funds in the Autonomous Community of Catalonia
2017/11/10 VP/HR - Influence of Russian propaganda in Catalonia
2017/09/12 Law on the Referendum on Self-Determination and Law of Juridical Transition for Catalonia
2017/04/10 Illegal collection of sensitive data on the local police force in Barcelona by the city council
2017/03/27 Raül Romeva brands 15 000 Barcelona demonstrators falangists
2017/03/23 Mobile application for assessing 'language focus'
2017/03/17 GALILEO global navigation system and compatible mobile communication devices
2017/02/27 Free competition in the media
2017/02/02 Free tours: compliance with legislation
2017/01/10 Televisió de Catalunya and ideological manipulation of children
2016/12/22 VP/HR - Mohamed Ould Cheikh Ould Mkhaitir sentenced to death in Mauritania
2016/12/22 The role of science in political decision-making
2016/10/19 Schooling for Syrian children
2016/09/07 Plastic microbeads
2016/07/01 Promoting small-scale inland fisheries in the drylands of Sub-Saharan Africa
2016/06/24 Commission forecast on gas demand
2016/05/10 Language-based discrimination in Catalonia and fines against businesses
2016/04/27 Mercury pollution from power station emissions
2016/04/26 Legislative framework for regulating light pollution
2016/03/04 Politicisation of the media in Catalonia
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
2015/12/22 VP/HR - Ashraf Fayadh, sentenced to death for apostasy

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