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.

Show Show

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!


Non-attached Members
Platforma Obywatelska
Poland
Magic Circle
Petitions Member peti



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2016/07/21 Call for a limitation of abusive fees charged for cross-border intra-EU phone calls and SMSs in the upcoming review of the telecoms framework
2015/05/05 Commission's answers to Written Questions
2016/12/07 Commission's approval of Germany's revised plan to introduce a road toll
2016/09/28 VP/HR - Radar data on flight MH17
2016/01/04 EU counter-measures to Russian trade sanctions against Ukraine
2017/09/01 Russian illegal nuclear waste 'dumping' and the environmental security of the Baltic Sea
2015/07/13 VP/HR - Russian propaganda directed towards the EU
2014/09/30 VP/HR - EEAS action regarding the case of Mr Vladimir Kozlov's detention
2016/03/03 Disturbance of the free movement of goods by Greece
2015/12/03 Compatibility of the project for doubling the Nord Stream (NSII) capacity with EU energy security priorities
2015/07/13 Plans for new Nord Stream pipelines in the Baltic Sea
2017/02/28 Discrimination against consumers in the eastern part of the EU single market
2015/12/02 Rules on unbundling in the EU gas market - Directive 2009/73/EC
2014/09/30 VP/HR - Extradition proceedings against Kazakh opposition activist and political dissident Mukhtar Ablyazov
2017/01/17 Suspension by the Court of Justice of the Commission's exemption decision on the OPAL gas pipeline of 28 October 2016
2016/02/04 The existence of non-tariff barriers for food exporters on the internal EU market
2015/12/10 Nordstream pipeline project in the Baltic

Share: