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: 2018-07-05

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
Jobbik Magyarországért Mozgalom
Hungary
Magic Circle
Environment, Public Health and Food Safety Member envi
Regional Development Substitute regi




Keywords Extraction:

Date Title
2016/02/23 How can the leadership of the USA be called to account in future for the pledges made by President Obama at the COP21 conference?
2015/11/16 Standing up for European bee-keepers
2015/10/30 Adequacy - or otherwise - of the European Union's efforts to tackle the harmful impact of asbestos
2015/10/30 Incompatibilities at the European Institutions
2015/10/29 VP/HR - Possible role for the European Union in resolving the conflict in Syria
2015/03/05 The question of South Stream and the role of the EU in the Ukrainian conflict
2017/02/28 Inhabitants of Eastern Europe as second-class consumers
2016/01/20 Press freedom in Germany
2017/11/20 Child labour exploitation by coffee and cocoa corporations
2015/03/24 VP/HR - Netanyahu's rejection of a two-state solution
2015/07/21 Member States have the freedom to ban the cultivation of GMO plants
2015/05/05 The profession of heart surgery in the EU
2015/03/09 Total ban on the use of languages other than the official language of Bulgaria during election campaigns
2016/07/27 Comprehensive solution to problems in the apiculture sector
2016/03/01 Preventive measures by the Commission to protect EU citizens in connection with the Olympic Games in Brazil this year
2015/08/24 When will there be a review of the problems of the Biocides Directive affecting SMEs?
2015/10/22 When will the Commission, as promised, submit a legislative proposal amending the decision-making procedure?
2015/07/22 When will the Commission submit a new proposal for an EU directive on waste?
2015/10/21 Is the Commission taking into account the adverse economic impact on manufacturers of tests based on realistic driving conditions, intended to enforce ambitious emission limits?
2015/09/17 Are the EU's ambitious emission reduction goals unrealistic?
2016/01/20 Cultural diversity and parallel societies
2016/07/27 Terrorism and radicalisation in Europe
2016/04/21 'No-go areas' in Europe
2015/09/23 Slaughter of songbirds in Europe
2015/09/21 Does mass migration into Europe entail a risk of epidemic?
2015/01/20 Coca-Cola Iberian Partners' redundancy plan

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