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
2016/06/28 Tax principles in Member States and third countries
2016/05/17 Principles for paying tax
2015/08/14 Taxation of Danish pensioners in Germany
2015/05/13 Differences in the tax position of Danish pensioners resident in France
2015/03/17 McDonalds' tax avoidance
2015/03/04 Number of asylum-seekers in the EU in 2014
2015/03/04 Number of asylum-seekers living in the EU
2015/03/04 Expenditure on asylum-seekers
2015/03/04 Repatriation of asylum-seekers and refugees
2015/03/04 The number of non-Western citizens in the EU
2015/03/04 Number of customs officials in the EU
2015/03/04 Number of illegal immigrants in the EU
2018/03/15 Renewing Danish driving licences in Greenland
2017/12/31 Sham marriages and EU law
2017/12/31 Islamic (and other) law versus EU legislation
2017/09/15 Restitution of Danish art treasures from Sweden
2016/06/15 Danmarks Radio (DR) TV app and discrimination against suppliers
2016/02/25 EU regulation of Danish mortgages
2015/08/14 Unfair competition from China in the EU
2015/04/20 Freedom of expression in Bulgaria
2015/03/25 Mergers in the Danish telecomms market
2015/02/16 Unfair treatment of Danish drivers as a result of the German minimum wage in the transport sector
2014/12/22 Authorisation of various types of business
2014/12/22 Potential distortion of competition in dance schools
2014/11/24 The Danish RUT register
2017/11/15 Denmark education grant and loan scheme for foreign students.
2017/11/15 Denmark education grant and loan scheme for foreign students.
2017/09/15 Support from Saudi Arabia for independent Muslim schools in Denmark
2016/05/17 Use of monitoring equipment on vintage lorries for student trips
2015/08/26 VAT in airport shops for travellers within and outside the EU
2015/05/07 Rides by students on vintage lorries
2015/03/25 Treaties acceded to by Denmark
2015/03/17 Parallel agreement between Denmark and the EU
2015/03/04 Increased anti-Semitism in the EU
2015/04/20 Statement by Commissioner Timmermans concerning more power for national parliaments and ministers
2014/12/22 False identities and identity papers
2014/10/03 False identities
2018/01/22 Migration to the EU from a historical perspective
2018/01/22 Migrants and skilled labour
2018/01/22 Migration and a change of attitude
2018/01/22 Migrants in the EU
2016/06/28 Deportation of criminals from elsewhere in the EU to serve their sentence in their own countries
2015/08/14 Supervision of bureaux de change
2015/05/28 Ryanair's fuel policy and air safety
2015/04/20 Mandatory daytime running lights on vehicles
2015/02/19 EU citizens sent to serve prison sentences in their countries of origin
2015/02/19 Working conditions of pilots and flight safety
2014/11/24 ID cards for workers and safety training on building sites
2014/11/07 Payments cards and the subsidiarity principle
2018/02/06 The puppy trade in the EU
2017/12/14 Hunting small, migrating (song) birds in Southern Europe
2016/03/22 Trade in animals leaving the EU
2016/02/19 Sri Lankan fish exports to the EU
2015/06/04 Animal experiments
2015/05/28 Terms of employment for aircrew
2014/09/30 Experiments on animals
2018/01/22 Migration to the EU and Member States' differing attitudes towards it
2014/11/07 Monopoly and protectionism in the heating supply sector in the EU single market
2014/10/03 A digital Single Market
2014/09/30 Blind-spot accidents
2017/12/31 European Court of Human Rights (ECHR) guide to case handling and deliberations
2017/12/31 The Low Voltage Directive
2016/04/15 The ePrivacy directive and 'cookies'
2016/03/18 VP/HR - Spanish Government consent to Russian warships using Ceuta's port facilities
2014/11/24 An EU-wide forum for regulatory simplification
2014/10/22 Possible infringement of the Water Framework Directive by a Danish local authority
2014/10/03 European Court of Justice (ECR) judgment in Case C-457/12 and its consequences for family reunification
2014/09/30 Possibility of electoral fraud at the 2009 European Parliament elections
2014/09/12 A ban on returning 'holy warriors' entering the EU
2018/02/06 Summer time
2016/05/17 Smart grids
2016/01/13 Payment card transactions
2015/09/10 Agricultural subsidies for certain museums with a connection to agriculture
2015/04/20 Validity of nationally assigned EORI numbers throughout the EU
2015/02/16 A common EU identity / citizen's card
2015/02/16 EU requirements regarding mandatory installation of heat meters in housing corporation apartments
2014/12/22 Regulation 561/2006 and Germany's implementation of it
2014/10/22 Inadequate compliance by Turkey with international rules in the Hedegaard case
2014/09/30 Implementation of common EU rules

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