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: 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!


Europe of Nations and Freedom Group
Rassemblement national
France
Magic Circle
Legal Affairs Member juri
Culture and Education Substitute cult



Keywords Extraction:

Date Title
2015/03/03 The 1619 missing Greeks
2015/03/03 The 1 619 missing Greeks
2017/11/09 Murder of the journalist Daphne Caruana Galizia
2017/11/09 Plague in Madagascar: protection of travellers and support for the Malagasy authorities
2016/11/30 French beekeeping
2015/04/10 Change in French farmers' incomes since the CAP reform of 1992
2015/04/10 Lack of support from the CAP for French farmers
2014/11/05 Sivens Dam: justified use of EU funds?
2018/01/17 Labour immigration in Europe and impact of immigration on wages and working conditions
2016/01/27 Financing of the Erasmus+ programme
2015/02/23 Commission programme on immigration
2017/10/11 Use of monkeys in scientific research
2015/03/31 Is hormone-treated beef really a 'red line' the Commission will not cross?
2015/03/31 Europe's natural and necessary partnership with Russia for energy security
2015/03/31 Unreliability of our partnership with Ukraine
2017/07/04 Unacceptable behaviour of Mr Juncker
2016/07/07 Proposal to make Turkish an official language of the EU
2016/01/27 Dutch Presidency's culture and education priorities
2014/11/13 Ritual slaughter and animal suffering
2016/06/10 Status of countries with a controlled BSE risk: the economic impact
2016/01/28 Refugees and economic migrants
2015/03/11 Economic governance reform
2016/06/27 Private copying levies
2016/05/10 Protection of personal data in the context of the TTIP negotiations
2015/03/04 Human rights and the treatment of women in the Indonesian police force
2015/03/03 TTIP and the problems faced by women in the US and, potentially, the EU
2017/10/03 'Islam, It's Also Our History!' exhibition
2017/07/12 Figures published on the occasion of World Refugee Day
2017/05/02 Churches seized by Erdogan
2018/01/09 How complete is the European list of tax havens?
2016/06/01 Tax havens and free trade agreement
2016/02/05 List of actions by the Commission to improve the rights of LGBTI persons
2016/01/21 Right to be forgotten by Google
2015/04/08 The Court of Auditors casts doubt on the Youth Guarantee
2015/04/08 Increase in the number of judges at the Court of Justice
2015/02/24 Supposed convergence of European and US standards
2018/03/07 Unfair competition from China in the photovoltaic industry and US anti-dumping measures
2017/11/09 Anti-Semitism in Europe and ineffectiveness of the Commission's action
2015/07/02 Fight against breast cancer in Europe
2015/03/11 Territorial cohesion and the investment plan for Europe

Share: