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.

Show Show

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 Greens/European Free Alliance
Lista dr. Igorja Šoltesa
Slovenia
Magic Circle
Internal Market and Consumer Protection Member imco
Foreign Affairs Substitute afet
Petitions Substitute peti



Keywords Extraction:

Date Title
2016/01/13 Commission's role in the use of cohesion funds when they cause damage to European citizens
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/05/20 European Aid for Nepal
2015/05/05 Commission's answers to Written Questions
2015/04/30 EU agricultural innovation systems
2014/12/12 Fraudulent use of the European Structural and Investment Funds (ESI Funds) in Hungary
2014/12/12 Enforcement of the European code of conduct on partnership within the framework of the European Structural and Investment Funds in Hungary
2014/12/12 Separation of functions pertaining to the management and control systems for the European Structural and Investment (ESI) Funds in Hungary
2016/05/17 VP/HR - EU maps representing the territories of Western Sahara and Morocco
2016/05/17 VP/HR - Status of Morocco in Western Sahara under international humanitarian law
2016/05/17 VP/HR - Implementation of General Court decision on Western Sahara and trade in goods originating from occupied Western Sahara
2016/05/17 Implementation of General Court decision on Western Sahara
2015/03/31 The distribution of development education and awareness raising (DEAR) grants
2014/12/10 VP/HR - Self-determination and statehood in Western Sahara
2017/01/11 Microplastic pollution in the Mediterranean
2016/03/22 Directive 2004/37/EC
2015/09/30 Link between air pollution and respiratory disease
2015/06/24 Petroleum extraction in the Adriatic Sea
2015/04/30 Improper collection and recycling of e-waste (electronic and electrical waste)
2015/02/27 Air pollution in Madrid
2017/01/10 Implementation of European Court of Auditors recommendations on protection of citizens against pandemics and other serious cross-border health threats
2016/12/06 Unambitious Winter Energy Package failing to meet Paris Climate Agreement commitments
2016/07/12 Failure to follow EP recommendations in TTIP negotiations
2016/07/06 Access to asylum and legal representation in connection with inadmissibility recommendations issued by the European Asylum Support Office
2016/03/21 Call for protection of water as a fundamental human right in the Community acquis of the EU as early as possible
2016/02/17 TTIP reading rooms and transparency
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2015/09/21 A new animal welfare strategy for 2016-2020
2015/08/27 Clean water access and provision
2015/04/08 Call for a European Year on Tourism
2014/11/12 Restrictions on disabled voters as regards voting by secret ballot
2016/06/15 Embezzlement of EU humanitarian aid in Tindouf Camps (Algeria)
2016/04/15 Coordination between the Council, the Commission and the Kingdom of Morocco in relation to the appeal against the General Court judgment delivered on 10 December 2015 in Case T-512/12 Polisario Front v Council
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
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/05/13 Tobacco agreements
2015/05/06 Spanish State aid to the banking sector
2015/02/27 VP/HR - Torture in Saudi Arabia
2015/01/20 Coca-Cola Iberian Partners' redundancy plan
2016/12/14 Discrimination against foreign companies in Austria
2016/01/25 Export of live animals outside the EU
2015/08/25 Cruelty to circus animals and bad conditions in circuses across Europe
2015/08/25 Child labour in Europe
2015/06/16 Illegal trade in animals
2015/06/01 Demographic changes in Europe
2014/12/18 European measures to fight against organised crime and corruption
2014/12/18 European measures to fight against organised crime and corruption
2016/07/12 Protection of groundwater as a unique ecosystem
2016/04/08 Frequency problems for Slovenian radio stations in Primorska as a result of Italy's use of the radio spectrum in contravention of the rules
2015/06/24 Annual killing of whales in the Faroe Islands under the jurisdiction of Denmark
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2015/04/24 European Tourist Board
2015/03/03 Reduction of funding for Horizon 2020 programme
2015/03/03 High Frequency Active Auroral Research Program (HAARP)
2016/11/30 Right to timely medical treatment
2016/11/28 Strengthening farmers' position within the food supply chain
2015/06/24 Protection of fundamental rights in EU cohesion policy
2015/06/03 Industrially produced trans fatty acids (ITFAs) in food
2015/05/20 VP/HR - New violations of women's rights in Iran
2015/04/22 Breach of privacy on Facebook
2015/03/23 (Excessively) high pesticide levels in food
2015/02/04 Election results and policy changes
2015/01/30 German minimum wage requirement for drivers engaged in road transport as a measure against social dumping
2014/12/22 Need for protection of social rights
2016/06/28 Cooperation agreement with Philip Morris International (PMI)
2016/01/13 Dolphins in captivity
2015/12/07 Accessibility of EU content for the deaf and hard of hearing
2015/04/09 Serious events surrounding the Roma-Feyenoord match
2015/04/09 Responsibilities of football clubs at international sporting events
2015/02/17 VP/HR - Case of Ahmed Douma and other political prisoners in Egypt
2015/01/13 European Accessibility Act missing from the 2015 Commission work programme
2015/01/12 VP/HR - Harassment of the LGBTI community in Egypt

Share: