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 Progressive Alliance of Socialists and Democrats in the European Parliament
Magic Circle
Employment and Social Affairs Member empl
Fisheries Substitute pech

Keywords Extraction:

Date Title
2017/10/24 Homeless EU citizens
2017/06/19 Residence requirement for EU citizens residing in a Member State other than their own
2016/09/27 Use of the European Globalisation Adjustment Fund in connection with trade disputes
2015/06/16 Possibility of using fish meal from starfish as pig feed
2015/02/26 Payments to farmers on islands not connected by a bridge and residence obligation
2014/10/30 Follow-up question about the limit for loss of jobs connected with structural fund aid
2014/09/10 Setting a limit on how many jobs are 'a substantial loss' in connection with structural fund aid
2014/09/04 State investment aid.
2014/07/17 Follow-up question on feed-in tariff rates for household wind turbines
2017/10/09 The braking performance of cargo bikes designed to carry people
2017/10/06 Rules on the posting of workers in connection with international transport
2017/06/28 Rules on epilepsy in the third Driving License Directive
2016/06/09 Revision of the Posting-of-Workers Directive
2015/05/05 Sulphur Directive
2015/01/23 EU Sulphur Directive and competition between areas
2015/01/13 Review of the Posting of Workers Directive
2014/10/16 Rules governing daytime running lights (DRLs)
2016/07/05 EU subsidies for the relocation of jobs
2015/09/03 Subsidies for relocation of jobs
2017/09/26 Commission's announcement of a social package for aviation
2017/06/22 Social aspects of the Aviation Strategy
2017/03/02 An aviation strategy for Europe
2017/02/21 Corruption in Romania
2016/02/15 Extending the scope of Regulation No 1069/2009 to cover starfish
2014/12/11 Social dumping in the aviation industry
2014/11/19 Fair competition in the taxi sector
2018/02/07 Health and safety at work in the airline industry
2017/11/13 Issuing driving licences to third-country nationals
2017/10/24 Lack of health insurance for lorry drivers
2017/06/09 Recruitment of third-country workers in the Bulgarian tourist industry
2017/03/03 Transparency for airline passengers
2015/10/20 Documentary evidence for the use of letter-box companies
2015/06/08 Unfair labour practices in Asia shrimp farms
2015/04/24 Definition of biomass and renewable energy
2015/04/20 The Commission's definition of cabotage operations
2015/03/30 Automatic safety systems to avoid aircraft crashes
2015/03/26 Reduction of the sole quota (TAC) in Skagerrak and Kattegat
2015/03/23 Uber's circumvention of social, labour, road-safety and consumer-rights protection
2015/03/13 Norway's unilateral increase in the 2015 quota for blue whiting
2015/01/13 Statistics concerning cabotage
2015/01/06 Traceability
2014/12/10 Discard plans and quota allocation
2014/12/10 Plans concerning discards in the North Sea
2014/12/10 Letterbox companies in the road transport sector
2018/02/28 Fisheries control
2017/10/25 Scientific advice from ICES in connection with setting the 2018 TAC for cod in the Western Baltic (ICES areas 22-24)
2017/09/25 Non-designation of Romanian programme authorities
2017/04/19 Historical fisheries agreements and Brexit
2016/10/06 Recreational fisheries for western Baltic cod
2016/06/28 Fisheries Partnership Agreement between the European Union and the United Kingdom
2015/05/27 Ryanair ranking pilots on the basis of fuel consumption
2015/01/06 Control under the landing obligation
2014/11/28 Violation by Turkey of the European Convention on Extradition
2017/11/23 Cross-border recovery of student debt
2017/09/21 Cross-border recovery of student debt
2015/04/13 EU funds for Cross Border
2014/07/17 Problems with the disbursement of EU funds in Denmark
2017/03/06 The employment of Filipino truck drivers
2017/02/08 Documentation requirements for foreign bus drivers and passenger transport operators in Austria
2016/10/13 VAT exemption for public postal services
2016/06/09 Shortage of drivers in Europe
2015/07/02 The right to discuss pay and working conditions
2015/06/05 Failure to pay experts
2015/03/03 Use of clauses in contracts of employment
2015/01/13 Regular weekly rest periods for drivers
2014/10/14 Regular rest periods for drivers
2016/10/19 Status of the infringement procedure against France and Germany regarding a minimum wage
2016/05/10 Ban on underwater fishing at night and underwater fishing using breathing apparatus
2016/04/29 EU funding to combat youth unemployment
2016/03/21 New Report on East European Lorry Drivers on Danish Highways
2015/05/05 Labelling of fishery products
2015/04/17 Danish special status for salmonella in poultry meat
2015/04/14 The Youth Guarantee
2014/09/11 Danish RUT register and Poland's approach to the Commission
2017/11/07 Re-routing of cancelled flights
2017/09/25 Re-routing of cancelled flights
2017/06/09 Possibilities for European air passengers to access CODA with a view to obtaining compensation for delayed/cancelled flights
2017/02/03 Improved market access for Sri Lanka under GSP+
2016/05/25 Security checks on air crews