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!

Group of the Greens/European Free Alliance
Green Party
United Kingdom
Magic Circle
Employment and Social Affairs Member empl
Civil Liberties, Justice and Home Affairs Substitute libe

Keywords Extraction:

Date Title
2017/11/24 Measures to support Member States with long-term and youth unemployment rates above the Eurozone average
2017/10/27 UK government requirement for non-national EU citizens to register residence
2017/06/01 Infringement proceedings against the UK on the application of Free Movement Directive
2017/05/24 PCE/PEC - Recognition of citizenship rights of UK citizens in other EU Member States and agreement on non-UK EU citizens' rights in the UK
2017/05/05 Respecting the EU citizenship rights of UK nationals in the EU
2017/02/10 Member State decision-making on candidates for relocation
2016/10/20 EU citizens residing in the UK
2016/02/02 Positive mutual recognition of asylum decisions among Member States
2016/01/13 Solar energy and VAT in the UK
2015/11/11 UK Renewable Energy Targets 2020
2015/10/07 VP/HR - EU policy on the death penalty after targeted killings by UK drones
2015/04/08 Clear standards for equality bodies to perform their duties in EU Member States, and EU demands for equality bodies in accession countries
2018/03/01 Answer to Written Question E-006718/2017
2017/03/14 VP/HR - National Assembly elections in The Gambia
2016/11/16 Measures to prevent animal testing of ingredients used in cosmetics / REACH
2016/11/16 Commissioner Günther Oettinger's racist, homophobic and sexist comments
2015/02/11 Animals used to test ingredients used in cosmetics
2018/02/08 EU-Morocco Aviation Agreement and Western Sahara
2018/02/08 Western Sahara and EU air cargo
2018/02/08 Legal basis for exports from Western Sahara to the EU
2018/02/08 Western Sahara and the safety of EU airlines and passengers
2018/02/08 EU-authorised establishments based in Western Sahara
2018/02/08 Moroccan authorised importers based in Western Sahara
2018/02/08 The Commission's compliance with procedures relating to authorised establishments in Western Sahara
2018/02/08 DG SANCO visit to Western Sahara in December 2017
2018/02/08 VP/HR - Activities of the EU Delegation to Morocco in occupied Western Sahara
2018/05/03 Anti-NGO laws in Hungary
2016/06/08 VP/HR - (I)NGO law in Pakistan
2016/01/27 Returning migrants/refugees to war-torn countries
2015/10/07 VP/HR - European Parliament resolution on armed drones
2015/04/22 Shale gas R&D projects financed by the Horizon 2020 programme
2018/03/06 Detention of unaccompanied children in police station cells in Greece
2017/07/13 German cap on family reunification of asylum seekers from Greece
2016/10/26 Role of the European Border and Coast Guard Agency in the forced return of ten Syrian asylum seekers from Greece to Turkey on 20 October 2016
2016/07/06 Access to asylum and legal representation in connection with inadmissibility recommendations issued by the European Asylum Support Office
2015/08/05 Access to mortgage finance for EU nationals working as diplomats abroad
2015/07/09 Length of administrative detention
2014/11/25 NGO access to detention centres
2014/11/25 Access to information on the detention of third-country nationals
2016/12/14 EU funding possibilities for men and boys at risk of sexual exploitation
2016/12/14 Climate-related spending of the EU budget in relation to the special report by the European Court of Auditors
2016/09/28 EU funding to the United Kingdom
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
2015/11/04 Repatriation of possible victims of trafficking in breach of the suspension order issued by the Rome Court (First Chamber)
2017/11/28 The Brexit referendum campaign and Russian interference
2017/11/23 Glyphosate residues and imports
2017/09/25 Humanitarian aid to Myanmar and Bangladesh in relation to the situation of the Rohingyas
2017/07/05 Infringement procedure concerning Białowieża Forest
2017/01/24 Afghan migrant returnees
2016/05/27 Bialowieza Forest, Poland
2016/02/26 Legal clarity for NGOs and volunteers providing humanitarian assistance
2016/01/15 Situation in Poland - next steps
2015/12/10 Humanitarian situation in Nepal
2015/07/17 Shark finning
2014/10/14 Residential institutions in the EU
2014/10/07 EGF and Russian embargo
2018/05/16 Sri Lanka's readmission to the GSP+ scheme and the status of the Prevention of Terrorism Act
2018/02/08 DG MARE evaluation of the EU-Morocco Fisheries Partnership Agreement
2017/11/22 Status of implementation of the EU Joint Way Forward on migration between Afghanistan and the EU: returns to Afghanistan
2017/03/07 VP/HR - Commission plans to cooperate with Libya on migration issues
2016/06/06 Respect of fundamental rights and the principle of mutual sincere cooperation in agreements relating to asylum and migration policies
2016/04/08 Compliance of EU-Turkey deal with the non-refoulement principle
2015/05/18 VP/HR - Rohingya and white cards in Burma
2015/04/09 Child Rights Strategy (2015-2020)
2015/04/09 The multiple ways in which a parent's imprisonment adversely impacts the rights of children and the EU's commitment to ensuring that these rights are respected
2015/03/31 Surveillance of lawyers in the EU
2017/07/27 Methodology and framework to assess social expenditure and measure its economic returns
2017/07/13 A socially inclusive digital single market
2017/04/18 Prevention of radicalisation - Erasmus+ Virtual Exchanges
2017/02/10 Transfers from Greek islands to the mainland
2015/06/17 Adequate social protection
2015/06/02 The Commission's social economy unit
2017/06/08 Follow up to the Council conclusions on statelessness
2017/06/08 Numbers of take charge and take back requests of unaccompanied minors under the Dublin regulation in 2016
2017/06/08 Numbers of take charge requests and take back requests under the Dublin Regulation in 2016
2015/10/21 VP/HR - Reconstruction of the city of Kobanî
2015/04/30 Disappearance of unaccompanied minors