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: 2017-10-16

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
Foreign Affairs Member afet
Money laundering, tax avoidance and tax evasion Member pana
Environment, Public Health and Food Safety Substitute envi



Keywords Extraction:

Date Title
2016/07/01 Routes accompanying the Via Carpathia transport corridor - a development opportunity for eastern Poland
2015/01/22 On the differences in quality between products reaching the markets of Western and Eastern Europe
2014/09/02 Silesian Canal investment as part of the Baltic-Adriatic corridor
2016/06/08 The Baltic Pipe as a guarantee of energy security in the European Union
2015/06/25 Regarding the diversification of energy supplies
2015/09/03 Financial support for local authorities for a programme to eliminate Sosnowsky's Hogweed
2015/05/07 Higher VAT rates for electronic books
2015/03/16 Compulsory minimum wage for foreign companies transporting goods to and from Germany
2015/07/06 Barriers to the allocation of EU funds in Poland
2014/10/13 Delay in adopting operational programmes for Poland
2014/07/24 Natura 2000 areas in Poland
2015/02/02 'EllaOne' medicine
2015/04/29 Transatlantic Trade and Investment Partnership (TTIP) between the EU and the United States
2014/08/18 Thermomodernisation of residential buildings
2017/02/09 Special Envoy for the promotion of freedom of religion or belief outside the European Union
2016/07/11 Commission's criteria for examining a complaint
2017/06/27 PCE/PEC - Comments of the President of the European Council
2015/12/14 Increased terrorism threat
2014/07/17 Commission's interpretation of Article 10(1)(c) of Regulation (EU) No 211/2011 of the European Parliament and of the Council of 16 February 2011 on the citizens' initiative
2017/02/09 The provision of EU funding to countries in the Middle East
2015/06/02 Funding from the Fund for Strategic Investments
2017/02/09 Situation of Christian minorities in refugee detention centres in the EU
2016/06/07 Food marking and classification

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