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: 2017-01-31

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!

Non-attached Members
Front national
Magic Circle
Transport and Tourism Member tran

Keywords Extraction:

Date Title
2016/09/07 New laissez-passer for MEPs
2015/05/30 Gulf airlines: unfair competition
2015/03/31 Is hormone-treated beef really a 'red line' the Commission will not cross?
2014/09/05 Malaysia Airlines flight MH17 investigation
2015/03/17 Consumer information and labelling of meat originating from ritual slaughter
2014/11/13 Ritual slaughter and animal suffering
2015/03/17 Use of EU funds to develop airports
2015/02/26 Opening up to competition and the isolation of local areas
2015/02/26 Opening up to competition and the issue of transport security
2015/02/05 Lack of indication of country of origin for products entering the EU from third countries
2016/06/24 Transport of farm animals to Turkey
2016/02/05 List of actions by the Commission to improve the rights of LGBTI persons
2015/10/13 EU funding for the International Planned Parenthood Federation
2015/03/12 Funding of urban transport projects
2016/04/18 Visa exemption with the United States
2016/04/18 Penalties imposed on European firms by the United States and their repercussions
2015/02/26 Registration in France of a vehicle previously registered in another Member State
2015/07/02 Fight against breast cancer in Europe
2015/05/06 Protecting Europe's heritage
2015/03/31 Europe's natural and necessary partnership with Russia for energy security
2015/03/12 Cultural heritage bought by foreign investors
2014/07/11 BNP Paribas forced to pay fine
2014/07/11 BNP Paribas forced to pay fine
2014/12/10 Agreements in the pharmaceutical industry
2015/03/31 Unreliability of our partnership with Ukraine
2015/03/11 Economic governance reform