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!

Group of the Greens/European Free Alliance
Scottish National Party
United Kingdom
Magic Circle
Fisheries Member pech
Culture and Education Substitute cult

Keywords Extraction:

Date Title
2015/04/17 Scotland's food and drink on the EU market
2015/03/31 Learning additional languages in Scotland
2014/11/27 Scotland's approach to drink driving
2014/11/27 Gender balance in Europe
2016/12/15 VP/HR - Arrests in Turkey: Peoples' Democratic Party parliamentarians
2016/06/15 Commission response to World Health Assembly (WHA) resolution on biomedical research and development
2015/12/11 Commission engagement with the Scottish Parliament
2015/12/09 Commission giving EUR 3 billion to Turkey
2015/03/03 Promoting science
2014/12/11 Plastic bag usage
2016/06/14 VP/HR - Organ harvesting from prisoners of conscience in China
2015/01/20 Use of and reliance on food banks across Member States
2014/12/04 Directive 2008/122/EC - Timeshares
2017/11/29 Judgement on UK city bids for European Capital of Culture 2023
2016/08/11 European Structural and Investment Funds
2016/02/16 Child smokers
2015/05/28 Referendum on the United Kingdom's membership of the European Union
2015/03/03 European Health Insurance Card
2015/03/03 European class sizes
2016/03/01 Illegal fishing and human rights abuses in Thailand
2016/02/16 EU cultural and artistic ambassadors
2015/04/28 Disposal of waste
2015/03/31 Fishing for litter
2014/11/27 Human trafficking data
2016/06/15 Copyright limit on pharmaceutical products and the Transatlantic Trade and Investment Partnership (TTIP)
2015/03/31 Transatlantic Trade & Investment Partnership (TTIP) and Scotland's National Health Service
2015/03/03 Breastfeeding
2017/01/18 VP/HR - Arrest of members of the Ahmadiyya community (Rabwah, Pakistan)
2016/02/16 Match fixing in tennis
2015/12/16 VP/HR - Recent attacks on Ahmadis in Jehlum, Pakistan
2014/12/11 Alcohol consumption
2016/06/15 Current EU public information and educational work regarding HIV/AIDS
2016/05/24 VP/HR - Detention of Kamal Foroughi in Evin Prison, Iran
2016/02/08 Bulldozed EU buildings in the West Bank
2015/11/11 UK Renewable Energy Targets 2020
2015/04/17 Cost-benefit of Erasmus
2015/04/13 'Double-lock' UK EU exit
2015/03/31 Dundee cake
2014/11/27 UK Government limits on EU migrants
2016/08/11 Transnational funding
2016/03/02 Cervical cancer
2016/02/16 Record university applications
2015/03/03 Aircraft safety
2014/11/19 REMO applications
2017/02/27 VP/HR - Convictions in Sudan, 29 January 2017
2014/12/11 Mental health guidelines - young people
2014/12/11 Operation Mare Nostrum