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: 2017-01-31

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!


Group of the Greens/European Free Alliance
Bündnis 90/Die Grünen
Germany
Magic Circle
Transport and Tourism Member tran



Keywords Extraction:

Date Title
2016/07/04 Plans for construction of a dam in Děčín (Czech Republic)
2016/07/04 Plans for construction of a dam in Děčín (Czech Republic)
2016/10/19 International aviation agreements
2016/07/13 Criteria for safeguarding and protecting the safety of Erasmus students
2015/01/30 Impact of Russian restrictions on international road transport carriers
2016/11/15 Generic EIA exemption - TEN-T project
2016/10/17 Switch between summer and winter time
2015/09/25 Hearing on summer-time changes in Europe
2015/05/27 Hearing on summer-time changes in Europe
2016/10/21 Strategic environmental assessment of the Federal transport infrastructure plan
2016/07/20 Environmental impact assessments for transport projects in the Czech Republic
2015/04/29 Subsidising the Fehmarn Belt Fixed Link
2015/03/16 Infringement proceedings on the environmental impact assessment of flight paths
2015/12/17 Role of the EU in plans to deepen the Oder
2015/11/19 The European emergency number and car-sharing
2016/04/21 A49 motorway in Germany
2016/04/21 A49 motorway in Germany
2016/02/26 On-going cartel investigation concerning certain truck manufacturers and NOX emissions
2015/09/28 Emissions measurements in the automotive sector
2014/12/01 Revision/amendment of Directive 1999/94/EC (the fuel economy directive)
2016/06/24 EU funding for the construction of the underground railway in Thessaloniki
2016/05/02 Requirements governing core network corridors and development of the Rhine Valley railway (Germany)
2016/01/14 Autonomous driving
2015/10/01 Development of a satellite-based technology to enable global flight tracking systems
2015/09/23 EuroVelo cycle routes - signing and funding
2016/06/24 State of play in the notification procedure with regard to the additional construction and finance requirements of the Berlin-Brandenburg Airport operation company (FBB)
2016/01/27 Motorway widening in the Mainzer Sand area
2015/03/31 Struma motorway financing and respect for biodiversity conservation

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