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!


European Conservatives and Reformists Group
Prawo i Sprawiedliwość
Poland
Magic Circle
Transport and Tourism Member tran
Employment and Social Affairs Substitute empl
Legal Affairs Substitute juri



Keywords Extraction:

Date Title
2018/01/15 German law against online hate speech and fake news, and the Commission's view
2016/11/18 Minimum wage provisions in Germany and France
2016/07/04 Italian customs authorities' demands on Polish transport companies and the provisions of Regulation No 1072/2009
2016/06/03 Application of provisions of French law on growth, activity and equality of economic opportunities ('Macron Law') to the transport sector
2015/11/17 Commission decision on the compliance with EU law of applying German minimum wage provisions to Polish transport sector workers
2015/11/25 Tightening of laws on the sale and possession of self-loading firearms in the EU
2015/02/13 VP/HR - EU's reaction to the abduction of Estonian officer Eston Kohver
2017/12/04 Significant price differences for the same products on sale at the Lidl network of shops in Poland and Germany
2016/11/18 Air transport links in Central and Eastern and South-Eastern Europe
2015/05/28 Failure of the air traffic control system in Belgium and disruption of air traffic in the EU
2017/03/15 The Molière clause and discrimination against workers
2016/04/20 Implications of the proposed changes to Directive 96/71/EC for businesses and workers from Poland
2015/01/21 Condition of oil and fuel storage facilities owned by IKS Solino
2018/06/20 VP/HR - Restrictions on media freedom in Belarus
2016/11/18 VP/HR — Passenger and goods transit through Belarus
2016/11/18 Development of inland waterways
2015/03/04 VP/HR - The TEU and the High Representative's actions in the Ukraine conflict
2017/09/15 DG GROW's assessment of the Mobility Package and prospects for SMEs in the road transport sector
2017/03/15 Biofuels in transport
2015/03/26 Financing the construction of express road S-10 from EFSI funds
2017/03/20 Discriminatory practices by UBER
2016/04/20 Implementation of ROP provisions by Kujawsko-Pomorskie province in 2014-2020 in the context of the revitalisation of railway line No 356
2016/01/27 Chemical warfare agents (CWA) in the Baltic Sea
2016/12/22 Joint venture agreements in aviation
2016/11/18 European Accessibility Act
2015/04/27 Refusal to grant GFT Slovakia permission to exploit a mineral water source
2015/03/31 Combating unfair competition on the European aviation market
2015/02/12 VP/HR - Enforcement of commitments undertaken in the Budapest Memorandum
2016/12/22 Road tolls in Germany
2016/07/04 Packet of road initiatives and changes to rules on vans up to 3.5 tonnes
2016/01/11 Attacks from illegal immigrants on lorries on approach roads to the port of Calais
2018/03/28 Doubts regarding the connection between the Open Dialog Foundation (ODF) and the Russian Federation vs. the Transparency Register
2017/03/28 VP/HR - Abducted and murdered people in occupied Crimea, a case of Ervin Ibragimov
2016/06/15 Protection of the facilities and sites of former Nazi concentration and extermination camps (case of Konzentrationslager Mauthausen-Gusen in Austria)
2016/03/18 VP/HR - Spanish Government consent to Russian warships using Ceuta's port facilities
2015/06/30 Resettling asylum seekers within EU Member States
2015/06/17 VP/HR - Contract for the supply of helicopters to Russian company Rosneft

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