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 Greens/European Free Alliance
GroenLinks
Netherlands
Magic Circle
Environment, Public Health and Food Safety Member envi
Transport and Tourism Substitute tran
Economic and Monetary Affairs Substitute econ



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2016/11/30 VP/HR - Spanish Government's consent to the use of Ceuta's port facilities by Moscow warships undermining EU sanctions and possible family links with Commissioner Arias Cañete
2015/12/07 Conflicts of interests involving Arias Cañete, Lamela and the company Berkeley
2015/12/07 Impunity of Francoist crimes in the Spanish state
2015/03/20 Formal proposal for amendment for consideration at the 27th meeting of the Parties to the Montreal Protocol
2017/07/13 Revision of Article 17 of Directive 2014/45/EU concerning periodic technical inspections of motor vehicles
2017/03/30 Advance pricing agreements and advance tax rulings in The Netherlands
2016/04/07 Large scale logging in Białowieża forest
2016/01/15 Waste water injection in the Netherlands
2015/11/04 Noise standards
2015/07/02 Transparency of guarantees (Directive 1999/44/EC) and economic life of products
2015/01/28 Incorrect implementation of Energy Performance of Buildings Directive certification scheme in the Netherlands
2014/11/11 Threatened withdrawal of Commission proposals for improvement of air quality and waste management
2014/07/24 Transposition of the Industrial Emissions Directive (2010/75/EU) by Poland and the legal status of the Polish Transitional National Plan
2014/07/02 Aggressive tax planning via the Netherlands
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/07/23 Long-term 2°C consistent global climate goal for 2050 and associated cumulative emissions budgets
2015/05/08 EU funding of underground coal gasification projects
2014/07/02 Horizon 2020 funding for shale gas exploitation risks
2015/06/05 Tax rulings and recuperated tax
2015/03/31 Tax evasion by Eldorado
2015/03/31 Tax evasion by Eldorado
2017/03/21 EU regulation concerning the recycled rubber used on artificial sport pitches
2017/03/06 Competition rules as an obstacle to sustainable initiatives
2017/02/22 Endocrine-disrupting chemicals (EDCs)
2017/02/07 Scientific criteria for endocrine-disrupting properties - modification of derogation in the basic act - reference to EFSA
2016/06/27 Space mining
2017/09/05 JEFTA negotiations
2016/03/10 Use of European Structural and Investment (ESI) Funds towards the EU's climate and energy targets
2015/09/21 A new animal welfare strategy for 2016-2020
2015/05/05 Publication of the trade sustainability impact assessment for the Transatlantic Trade and Investment Partnership (TTIP)
2014/12/02 Commission methodology for calculating the output gap and structural budget balance
2016/04/06 Links between the 'Panama Papers' and the Commissioner for Climate Action & Energy
2016/03/03 Claim by Minister Stef Blok that Dutch energy efficiency label for buildings has been approved by the Commission
2016/01/13 Commission action to comply with judgment in Case T-521/14 Sweden v Commission
2015/03/31 Potential harmful consequences of Dutch pulse fishing practice
2015/01/12 Emissions from the Isla refinery on Curaçao: decades of negligent administration by Dutch Council of Ministers
2016/07/12 2016 UN Climate Change Conference in Marrakesh, Morocco (COP22)
2016/07/12 2016 UN Climate Change Conference in Marrakesh, Morocco (COP22)
2014/10/02 Climate Change Conference in Lima (COP 20)
2014/10/02 Climate Change Conference in Lima (COP 20)
2017/06/19 Support given by government-backed ECAs of EU countries to the fossil fuel sector
2017/04/05 Adoption of Best Available Techniques for large combustion plants
2017/02/13 Financing of fossil fuel extraction in Natura 2000 areas
2015/11/17 Dieselgate
2015/07/17 TTIP, public healthcare, GMOs, use of hormones in bovine sector and REACH
2015/06/30 Continuation of ETS derogations up to 2030
2015/01/13 Fuel Quality Directive and vapour pressure waiver applications
2016/09/09 Follow-up on the use of illegal defeat devices
2016/02/29 Thalidomide
2015/05/13 Environmental integrity of Land Use, Land-Use Change and Forestry (LULUCF) in the EU's Intended Nationally Determined Contribution (INDC)

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