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!


Group of the Progressive Alliance of Socialists and Democrats in the European Parliament
Sozialdemokratische Partei Deutschlands
Germany
Magic Circle
Agriculture and Rural Development Member agri
Women's Rights and Gender Equality Member femm
Development Substitute deve



Keywords Extraction:

Date Title
2015/10/28 Ecological Focus Areas post-implementation - quantity and quality issues
2015/04/09 Implementation of the Council framework decision (2008/913/JHA) on combating certain forms and expressions of racism and xenophobia by means of criminal law
2015/04/09 Implementation of the Council framework decision (2008/913/JHA) on combating certain forms and expressions of racism and xenophobia by means of criminal law
2017/05/16 An EU ban on the movement of wild circus animals
2017/02/14 EU ban on the movement of wild circus animals
2016/11/03 CETA - Canada's proposal to do away with the arbitration tribunals
2016/03/04 CETA
2014/11/04 Proposal for a Directive COM (2012) 0614 - C7-0382/2012 - 2012/0299 (COD
2016/10/13 The EU accession to the Istanbul Convention on preventing and combating violence against women
2016/10/12 The EU accession to the Istanbul Convention on preventing and combating violence against women
2016/06/17 Promoting the role of women in combating radicalisation and violent extremism
2016/01/14 Autonomous driving
2016/01/28 Implementation of the greening of the common agricultural policy (CAP) II
2016/01/28 Implementation of the greening of the common agricultural policy (CAP) I
2015/04/30 EU agricultural innovation systems
2016/02/18 Special aid package for the pigmeat and dairy sectors
2015/10/30 Private storage aid scheme for milk products
2017/08/31 Asian longhorn beetle
2017/01/13 Import controls on the Asian Long-horned Beetle
2017/01/13 Reintroduction of the Asian long-horned beetle (ALB)
2017/01/12 Establishment of the Asian long-horned beetle
2017/01/12 Asian long-horned beetle infestation and tree felling
2017/01/12 Asian long-horned beetle
2016/11/28 Reintroduction of forced sterilisation of transgender persons in Slovakia
2016/10/13 Spread of lumpy skin disease
2016/10/13 Socio-economic impact assessment of certain costs associated with long-distance live animal transportation
2016/10/12 Live animal transport issues at the Bulgarian-Turkish border
2016/10/12 Impact of Regulation (EC) No 1/2005 on animal welfare
2015/09/21 A new animal welfare strategy for 2016-2020
2016/09/19 Tax relief for diesel fuel
2016/05/02 Vaccination in herds
2015/12/02 Reducing health inequalities in the EU
2016/02/18 Distribution of structural fund support in Bavaria
2015/12/15 Breakdown of funding for construction of the Brenner Base Tunnel
2015/12/15 Occurrence of bird flu in Europe and necessary measures
2015/07/03 Measures to protect the fruit and vegetable sector from the Russian embargo
2015/02/27 CAP reform - Implementing cross-compliance in Member States
2016/06/16 EU ban on the use of wild animals in circuses
2016/02/11 EU ban on the use of wild animals in circuses
2015/11/05 EU ban on the use of wild animals in circuses

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