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!

European Conservatives and Reformists Group
Magic Circle
Fisheries Member pech
Transport and Tourism Member tran

Keywords Extraction:

Date Title
2018/03/27 Tackling modern slavery of migrants in Bangalore's garment industry
2017/04/24 Forced labour performed by North Koreans in the European Union
2015/12/14 Discussing trade and investment protection related issues at the UNFCC (COP21)
2014/11/20 'Flawed Fabrics' report on child labour and bonded labour in the Indian textile industry
2018/05/02 VP/HR - Anti-conversion law adopted once again in India
2017/04/18 Visa fraud in Ukraine
2017/01/25 VP/HR - Discrimination against aid organisations active in India
2016/04/14 Sixth progress report on the implementation by Ukraine of the action plan for visa-free travel
2016/04/07 VP/HR - Terrorist attack on Easter Sunday in Lahore
2018/01/18 VP/HR - Italian arms exports to Saudi Arabia
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/09/21 VP/HR - Corruption in Uganda
2018/03/27 Landing obligation and whiting quota
2016/07/19 Implementation of landing obligation under the Common Fisheries Policy
2015/08/19 VP/HR - conditions of detention of Mrs Victoire Ingabire in Rwanda
2016/12/08 Measures relating to non-industrial fishing for sea bass
2014/07/09 Mobile telephones and laptops on flights to the USA
2018/06/11 VP/HR - Piracy in Nigeria
2016/10/31 Requirements for ship recycling facilities
2016/05/19 VP/HR - Human rights situation of Christians in Nigeria
2015/01/14 Toll on German waterways
2014/07/22 French regulations on weekend rest periods in trucks
2015/10/23 Norway and Atlanto Scandic herring
2015/10/23 Norway and Atlanto Scandic herring
2018/06/15 Stricter oversight of nuclear power plants
2016/02/03 Stress tests for nuclear power plants
2017/05/02 Relocation of asylum-seekers from Greece and Italy
2016/05/04 Providing visas to Syrian clergy without intention to request asylum
2016/04/19 Problems with air traffic control in Belgium
2015/01/28 Blue whiting
2014/11/12 Resistant bacteria in Asian farmed fish
2017/04/18 Hunting of migratory bird species during spring in Malta
2016/04/07 Detection of derailments
2015/12/07 Driving licence forgery
2014/12/02 Introduction of minimum wage in Germany
2014/09/03 Cisgenesis