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: 2017-10-16

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!


European Conservatives and Reformists Group
Nieuw-Vlaamse Alliantie
Belgium
Magic Circle
Terrorism Member terr
Civil Liberties, Justice and Home Affairs Member libe
Employment and Social Affairs Substitute empl



Keywords Extraction:

Date Title
2017/07/05 Posted workers in France
2016/03/08 Revision of the Directive on Posted Workers (Directive 96/71/EC)
2016/02/18 Directive 2001/86/EC on the statute for European public limited-liability companies (SEs) and the right to start negotiations in formerly employee-free SEs
2015/12/14 Increased terrorism threat
2015/08/25 European Disability Card and sign language
2015/06/24 Blue Card Directive for refugees
2016/11/17 The EU accession to the Istanbul Convention on preventing and combating violence against women
2016/11/17 The EU accession to the Istanbul Convention on preventing and combating violence against women
2016/10/13 The EU accession to the Istanbul Convention on preventing and combating violence against women
2016/10/12 The EU accession to the Istanbul Convention on preventing and combating violence against women
2017/01/27 EU support to Macedonia in protecting the EU's external border
2016/05/26 Policy on the European Border and Coast Guard Agency
2016/04/25 EU spending on external migration policy in neighbourhood countries
2016/03/21 Use of European migration resources in and outside the Union
2016/06/28 Proceedings against German and French minimum wage in the road haulage sector
2015/03/31 State of play of negotiations on readmission agreement with Morocco
2015/03/17 Tackling multiple sclerosis (MS) in Europe
2015/01/29 ESA standards - tax refunds in objective and subjective court proceedings
2016/11/22 Mobility equipment for passengers with disabilities
2016/11/22 Accessibility for air passengers with disabilities
2016/03/17 Safety requirements in air travel and passengers with disabilities
2015/02/27 Visa liberalisation for Qatar, Kuwait and Oman
2017/05/18 Medical use of formaldehyde
2017/05/15 Turkish referendum on the reintroduction of the death penalty
2015/10/01 Temporary reintroduction of border controls at internal borders
2015/01/22 Pushbacks at sea, non-refoulement and the Schengen area
2014/10/14 Residential institutions in the EU
2017/05/03 Exchanges of vehicle data
2017/01/24 European Pillar of Social Rights
2016/06/20 UNICEF report on unaccompanied minors and reform of Dublin III
2016/02/02 Unit for Persons with Disabilities in Commission's DG EMPL
2015/10/22 Optional Protocol to the UN Convention on the Rights of Persons with Disabilities
2015/06/24 Suggestions of France and Germany on the return and processing of migrants
2015/06/16 European card for persons with disabilities
2014/12/08 Breaches of the human rights of children with disabilities
2016/07/19 Hearing aid professionals
2016/06/29 European aid to fruit and vegetable growers
2016/03/14 Lack of reply from the Commission to a letter sent by 60 MEPs
2016/06/01 Allocation of funds in the framework of the Syrian refugee crisis
2015/11/26 Article 19 UN CRPD - Use of European Structural and Investment Funds
2015/07/02 Progress made in the implementation of the Recommendation on a Quality Framework for Traineeships
2015/03/09 Total ban on the use of languages other than the official language of Bulgaria during election campaigns
2016/06/30 Social entitlements of nationals of other Member States
2016/03/08 Postponement of the revision of the regulation on social security systems (Regulation (EC) No 883/2004)
2015/11/24 European emergency number 112 and roaming access for disabled people
2015/10/15 VP/HR - recent rebellion in Tajikistan
2015/09/02 Access to national social security for recognised refugees
2015/06/24 Timeframe revision mandate FRONTEX

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