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!


Europe of Freedom and Direct Democracy Group
Partija Tvarka ir teisingumas
Lithuania
Magic Circle
Industry, Research and Energy Member itre
Fisheries Substitute pech
Transport and Tourism Substitute tran



Keywords Extraction:

Date Title
2017/11/20 Child labour exploitation by coffee and cocoa corporations
2017/04/11 The spread of invasive fish species in the Baltic Sea
2016/02/16 Baltic Sea fishing quotas
2016/01/27 Chemical warfare agents (CWA) in the Baltic Sea
2015/10/01 Possibility for Member States to restrict or prohibit the use of genetically modified food and feed on their territory
2018/04/27 Emissions from heavy-duty vehicles
2018/03/21 Airport Charges Directive
2017/12/20 EU Gas Directive
2017/09/13 Flight delays
2015/07/20 Trade barriers impacting imports of solar cells and modules
2015/01/30 EU-Canada economic and trade agreement (CETA)
2017/03/10 Glyphosate
2016/09/13 Use of glyphosate
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2018/05/23 Directive on copyright in the Digital Single Market
2018/02/27 Copyright in the Digital Single Market
2017/03/31 Use of formalin/formaldehyde
2015/02/27 Competition with non-EU countries: ensuring a level playing field on the electricity market
2018/02/07 Misuse of the European Arrest Warrant by Spain
2017/05/02 European services e-card
2016/08/31 African swine fever
2015/01/22 Restriction of free movement of services
2014/10/14 Residential institutions in the EU
2017/11/06 Road safety for lorry drivers
2017/03/09 Fishing opportunities in Svalbard fishery
2016/09/13 Small airports
2014/12/22 Working conditions for drivers
2017/10/30 Application of posting rules to international road transport
2017/09/13 Air traffic controllers
2017/05/31 Fictitious road transport companies
2016/09/20 EU air transport
2016/08/31 Road transport markets
2015/10/13 Application of anti-dumping measures
2018/01/29 Odometer manipulation
2015/12/16 Availability of modern medicines
2015/06/02 Addressing energy poverty in Europe
2014/11/21 Poverty reduction
2018/02/22 Use of neonicotinoid pesticides
2018/02/08 Taking animal welfare standards into account in respect of technological advances in medical research
2017/11/16 Open access to scientific research data and publications
2017/10/30 Illegal animal smuggling
2017/09/27 Security of consumer data
2017/03/27 The Dinka-Nuer conflict and the ensuing humanitarian crisis in South Sudan
2016/08/31 Dangers posed by Astravyets nuclear power plant in Belarus
2015/03/03 High Frequency Active Auroral Research Program (HAARP)
2014/11/06 Minimum income
2017/12/08 Ensuring the rights of individuals with dyslexia
2017/11/23 Support for the fisheries sector
2017/09/20 Inclusion of recreational fisheries in multi-annual fisheries management plans
2017/07/10 Tracking and tracing system for tobacco products
2017/06/23 Prohibition on the use of plant protection products under the Common Agricultural Policy in areas subject to mandatory greening requirements
2016/10/18 EU airspace capacity
2016/10/18 Regulation of road haulage
2015/12/16 Regulation No 1380/2013 on the common fisheries policy
2015/11/12 Lufthansa strike and rights of customers
2015/10/13 EU support for tourism development

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