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
Déi Gréng - Les Verts
Luxembourg
Magic Circle
Industry, Research and Energy Member itre
Environment, Public Health and Food Safety Substitute envi



Keywords Extraction:

Date Title
2017/07/26 Possible cartel agreement on AdBlue tanks in cars
2016/05/24 Access to energy in Africa
2016/03/10 Use of European Structural and Investment (ESI) Funds towards the EU's climate and energy targets
2015/12/07 Modelling the impact of energy efficiency
2014/07/17 Decision on state aid schemes with delayed notification leading to changes to the legal framework for renewable energy investments
2014/07/11 Decree - costs of energy bills for SMEs
2017/06/22 Labelling of vegan and vegetarian food products
2017/05/31 Failure to respect the Cartagena Protocol regarding the export of products obtained through so called 'new breeding techniques'
2016/09/28 Acrylamide in food
2015/01/07 The Clean Air Package
2017/01/27 Minor interpellation - VP/HR - Israeli settlement policy
2016/12/21 Ensuring scientific excellence at the Joint Research Centre (JRC)
2016/07/01 Climate mainstreaming in Cohesion Policy
2015/12/07 Conflicts of interests involving Arias Cañete, Lamela and the company Berkeley
2016/01/28 State aid for nuclear power operator AREVA
2015/11/25 Nuclear power stations and childhood leukaemia
2015/03/06 Publication of the Commission Decision on State aid case SA.34947
2014/12/08 Overflights of nuclear power plants by drones
2017/07/14 Amending Commission Implementing Regulation (EU) 2016/6
2017/07/14 Amending Commission Implementing Regulation (EU) 2016/6
2017/02/21 Deployment of the European Train Control System
2015/10/28 Trans Adriatic Pipeline (TAP) in Apulia
2015/03/23 Negotiations underway between the European Union and Azerbaijan and Turkmenistan
2016/11/04 Long-term operation of the Chvaletice coal power plant
2016/03/09 Hinkley Point C and EDF
2017/03/22 Reversible hydropower in Mequinenza, Spain
2016/05/04 Reversible hydropower plants
2015/11/17 Dieselgate
2015/04/16 The sale of glyphosate
2016/09/07 Nuclear safety at the Sellafield nuclear fuel reprocessing plant
2016/04/05 State of safety of nuclear installations in Belarus
2015/06/30 Continuation of ETS derogations up to 2030

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