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!


European Conservatives and Reformists Group
Nieuw-Vlaamse Alliantie
Belgium
Magic Circle
Internal Market and Consumer Protection Chair imco
Industry, Research and Energy Substitute itre



Keywords Extraction:

Date Title
2015/10/22 Question to Commissioner Oettinger on the home copying exemption
2015/03/17 Home copying system
2017/09/27 Neutrality of airline reservation systems (GDS) and restriction of access to flight information
2017/06/23 DG COMP investigation into airline distribution
2017/02/15 Public access to information on the identity of members of Horizon 2020 programme committees
2017/02/13 Distribution of patents based on research for Horizon 2020
2017/01/11 National return from Horizon 2020 per societal challenge defined by H2020
2016/12/15 Research-intensive SMEs in Horizon 2020
2015/10/13 Access to finance for SMEs
2015/06/30 Hidden costs of Horizon 2020 societal challenges
2015/04/23 Pursuing a profession in another Member State
2017/09/29 How to prevent infringements of consumer law by Ryanair & co. in the future
2017/06/08 State of the rule of law in Spain: state prosecutor files a complaint against Catalan Minister Borràs for the purchase of ballot boxes
2016/09/20 Non-compliance by Ryanair with consumer protection rules
2017/04/26 Response to persecution of homosexuals in Chechnya
2017/04/26 VP/HR - Response to persecution of gays in Chechnya
2017/02/15 Impact of the energy efficiency directive at national level
2016/07/13 Energy efficiency and renewable energy at the European Institutions
2016/07/13 Energy efficiency and renewable energy at the European Institutions
2016/04/04 Social discount rates for energy efficiency
2016/02/25 Massive relocation of European businesses to US territory
2015/12/02 Discount rates for energy efficiency measures
2015/02/10 Book-keeping rules for investment in energy efficiency
2017/07/04 Submitting complaints to airlines
2017/01/11 Impact of the WIFI4EU proposal
2016/06/09 Impact of EFSI on research and innovation in the EU
2016/04/26 Damning report on the European Institute for Innovation and Technology
2015/09/16 Publicity campaign at a time of austerity, financed at the expense of research and innovation
2017/05/04 Concentration on the online travel metasearch market
2017/02/13 Ban on Airbnb and restrictive rules concerning it: obstacles to freedom to provide services
2016/12/15 Use of online platforms to book overnight accommodation
2016/08/31 Recognition of professions in other Member States
2016/05/04 Problems with the recognition of legally established relationships
2016/03/16 Tackling imports of counterfeit products into the EU
2016/03/16 How many families can one wind turbine provide power for?
2015/10/08 Discriminatory pricing of high-speed rail services
2017/03/15 EU aid for leveraging private sector investments
2016/06/14 Implementation of pilot project - budget heading 02 02 77 22
2015/10/07 Consequences of the Safe Harbour judgment for companies and private citizens
2017/03/15 Transitional provisions in Directive 2014/53/EU and consequences of a lack of harmonised standards
2016/12/19 Risks to fundamental research arising from payments being made conditional on results
2016/11/21 Directive 2001/29/EC and payments to publishers
2015/07/08 Arrears of payments in Horizon 2020
2015/09/07 Implementation of Article 9 of Regulation (EU) No 260/2012
2015/04/21 Implementation and status of Directive (EU) No 260/2012, Article 9

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