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: 2017-01-31

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 Alliance of Liberals and Democrats for Europe
Centerpartiet
Sweden
Magic Circle
Industry, Research and Energy Member itre
Emission Measurements in the Automotive Sector Member emis
Agriculture and Rural Development Substitute agri
Environment, Public Health and Food Safety Substitute envi



Keywords Extraction:

Date Title
2015/04/20 Reduced VAT rates for digital books and newspapers
2015/04/13 VAT on e-books
2015/03/18 Application of reduced VAT rates to electronic books and electronic newspapers
2016/02/11 Forced evictions of Roma
2016/02/10 According to Europol at least 10 000 refugee children are missing
2016/02/10 According to Europol at least 10 000 refugee children are missing
2015/09/17 Temporary border controls to manage the refugee crisis
2015/08/17 Performance-based controls of the CAP
2015/07/02 Free movement and Roma
2016/10/17 Switch between summer and winter time
2016/07/13 EFSA and protests against GMOs
2016/07/01 Fight against anti-Gypsyism
2016/07/01 Fight against anti-Gypsyism
2016/01/28 Seizure by Denmark of asylum seekers' belongings
2016/11/30 VP/HR - Spanish Government's consent to the use of Ceuta's port facilities by Moscow warships undermining EU sanctions and possible family links with Commissioner Arias Cañete
2016/06/16 EU ban on the use of wild animals in circuses
2016/02/11 EU ban on the use of wild animals in circuses
2015/11/05 EU ban on the use of wild animals in circuses
2017/01/12 The Commission's strategic approach to the contamination of water by pharmaceutical substances
2016/09/19 VP/HR - Detention of a Swedish citizen in Ethiopia
2016/06/29 Three leading human rights advocates jailed in Turkey
2015/10/13 On halting the broadcast of TV channels in Turkey
2015/05/22 VP/HR - Situation in Ethiopia
2015/05/20 VP/HR - New violations of women's rights in Iran
2015/01/16 Combating terrorism, and fundamental rights and PNR
2015/01/07 The Clean Air Package
2014/10/07 Energy policy and the situation in Ukraine
2015/12/16 Animal welfare strategy 2016-2020
2015/09/21 A new animal welfare strategy for 2016-2020
2015/07/22 Use of antibiotics and TTIP
2015/05/21 New EU strategy for the protection and welfare of animals
2015/02/13 Criteria for identifying endocrine-disrupting chemicals
2016/02/02 Rear lighting requirements for cars
2016/01/27 Chemical warfare agents (CWA) in the Baltic Sea
2015/12/11 Sweden's application of a carbon tax and reduction of tax on biofuels
2015/07/13 Plans for new Nord Stream pipelines in the Baltic Sea
2015/04/10 Biofuels
2014/12/15 Consequences of sudden changes to LFA/ANC compensation in Sweden
2016/06/02 Best Available Technique (BAT) Reference Document for Large Combustion Plants (LCP Bref) under the Industrial Emissions Directive 2010/75/EU (IED)
2015/11/30 Proposal for amendment of the Firearms Directive (91/477/EEC)
2015/09/09 Fake EU disability parking badges
2015/03/17 Consumer information and labelling of meat originating from ritual slaughter
2014/09/03 Antibiotic resistance
2016/10/31 Carrier liability
2016/09/15 VP/HR - The case of Homa Hoodfar and other dual nationals detained in Iran
2016/04/15 Interpretation of the rules on Community preference
2015/04/30 EU agricultural innovation systems
2015/04/09 VP/HR - Prosecution of war crimes in Syria
2015/02/17 VP/HR - Case of Ahmed Douma and other political prisoners in Egypt
2015/01/12 VP/HR - Harassment of the LGBTI community in Egypt
2015/05/22 Changes to the European Social Fund (ESF)
2015/05/20 European Aid for Nepal
2015/04/22 Polish state aid to coal mines
2014/11/12 Consequences of the Council regulation on organic production and labelling of organic products

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