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
Bezpartyjny
Poland
Magic Circle
Industry, Research and Energy Member itre
Security and Defence Substitute sede
Culture and Education Substitute cult
Employment and Social Affairs Substitute empl



Keywords Extraction:

Date Title
2015/11/12 Action against Croatia and Austria for violation of Treaty obligations
2015/10/30 Compulsory quotas for the relocation of asylum seekers and the EU's international obligations in the area of upholding human rights
2015/05/05 VP/HR - EEAS action on the use of forced labour in Uzbekistan's cotton harvest
2015/02/06 VP/HR - Addition of the so-called 'Donetsk People's Republic' and 'Lugansk People's Republic' to the EU list of proscribed terrorist organisations
2017/07/04 SME participation in DIAS tenders
2015/09/21 VP/HR - Palestinian NGOs' Code of Conduct and EU engagement in the Middle East peace process
2016/05/30 German Constitutional Court's judgment on bodies running German public-service television broadcaster ZDF
2016/03/02 VP/HR - Referendum in Tajikistan and the EU's reaction
2015/01/29 Compliance of the German provisions on the minimum wage with European law
2015/06/25 Capital Markets Union in Central and Eastern Europe
2015/06/18 Exemptions from VAT and fuel charges for air carriers
2015/03/25 Socio-economic situation in Kosovo and Kosovan migration to European Union countries
2016/11/17 Commission decision on the OPAL pipeline
2017/05/16 Amendment to the French Public health code
2016/03/03 Disturbance of the free movement of goods by Greece
2016/02/25 Media freedom in Germany
2015/05/05 VP/HR - EU cooperation with Russia on military airlift
2016/02/25 Scientific grounds for the EU's climate policy
2014/10/10 VP/HR - Democratic opposition in Kazakhstan
2016/01/21 Impact of Nord Stream 2 on the gas market in the CEE region
2014/09/24 VP/HR - Vladimir Kozlov case

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