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!


Europe of Nations and Freedom Group
Kongres Nowej Prawicy
Poland
Magic Circle
Budgets Substitute budg
Economic and Monetary Affairs Substitute econ



Keywords Extraction:

Date Title
2017/07/28 Mental disorders and diseases - a severe risk for EU citizens
2017/07/28 Commission position on stricter regulation and control of private security companies
2017/07/28 Commission's position on improving the independence and security of journalists in Poland and in other central European countries
2017/07/28 Abolishing the visa requirement for Ukrainian citizens travelling to the EU, and security of Polish citizens in Ukraine
2017/07/28 Commission position on the obligation of law firms, accounting firms and banks to inform internal revenue about clients considering tax optimisation
2017/07/28 Impact of in vitro diagnostic medical devices on the health of pregnant women (C8-0105/2017)
2017/07/31 Road safety in the EU Member States
2017/07/28 Commission position on the reception and integration of refugees in Member States
2017/07/28 Commission standpoint on Parliament's appeals to the Member States to allocate budget surplus to helping refugees
2015/02/02 'EllaOne' medicine
2015/07/07 Commission publication on maximum sustainable yield (MSY)
2014/10/06 Embargo on food exports to Russia
2017/02/15 Resolution of 15 December 2016 on the regulation on paediatric medicines (P8_TA(2016)0511)
2017/02/15 Medicinal products
2017/07/28 Chemtrails
2017/07/28 Rising incidence of campylobacteriosis in the EU
2016/07/12 Protection of property
2017/07/28 Statutory regulation of book prices
2016/11/10 Empirical background of CETA - studies
2017/07/28 Impact of wind farms on human health
2017/07/28 Effect of vaccination on children's health
2017/07/28 Harmful effect of aluminium salts on human health
2017/02/15 Impact of photovoltaic systems on human health
2016/01/25 Export of live animals outside the EU

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