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
EQUO
Spain
Magic Circle
Women's Rights and Gender Equality Member femm
Industry, Research and Energy Substitute itre
Development Substitute deve



Keywords Extraction:

Date Title
2017/05/23 Ruling by the General Court of the European Union on the Commission's decision of 10 September 2014 to refuse to register the European Citizens' Initiative 'STOP TTIP'
2017/02/03 Western Sahara and the decision of the European Court of Justice on EU-Morocco relations
2017/01/24 'El Fresno Sur' logistics activities zone (ZAL) - Port of Algeciras, (Cadiz). Building on the River Palmones flood plains (SAC 612006) using EU funds and its dire consequences
2017/05/16 An EU ban on the movement of wild circus animals
2017/02/14 EU ban on the movement of wild circus animals
2017/01/25 Attacks on Spanish lorries in France
2017/05/24 Mine in the Sierra de Ávila mountain range
2017/04/18 Vía de la Plata train line
2016/11/17 The Petronor (Repsol) refinery, Biscay
2016/10/27 Serious violation of Directive 2000/60/EC in the middle stretch of the Tagus river
2017/09/29 Disobedience
2017/06/06 Fine imposed on Valencia Football Club (Valencia CF)
2017/06/06 Fait accompli policy over the Biscarrués reservoir plan
2017/01/27 Minor interpellation - VP/HR - Israeli settlement policy
2016/12/19 Policy regulations for waste incineration in cement kilns
2016/11/28 Situation of the Albufera natural park in Valencia
2016/11/17 Standards for reviewing the situation of people living in the vicinity of refineries
2017/07/19 Discharge of sewage on Los Lances beach and other beaches in Tarifa/Cádiz in SCI ES0000337
2017/07/14 Aremon
2017/05/24 Uncontrolled noise levels in Tarifa (Spain)
2017/04/19 'Eolo Tarifa Restaurant-Beach Bar' project with a carpark for more than 300 cars in special area of conservation ES 00000337 Estrecho (Cadiz-Andalusia-Spain)
2017/04/18 Situation regarding minority languages in Spain
2017/04/06 Timetable and fulfilment of objectives set for the Mediterranean rail corridor in Spain
2017/04/05 Fate of the Pérez Galdós Secondary School
2017/01/25 Mining operation in Spain
2016/12/19 Motorway rescue package in the Community of Madrid
2016/11/22 Upgrading of the KW Tarifa windfarm - Cádiz - Andalusia (SAC 0000049: Los Alcornocales)
2017/09/27 Detention of top officials of the Regional Government of Catalonia
2017/05/24 Wastewater treatment in Granada
2017/05/24 Scrapping of fishing vessels
2017/07/20 C-Star ship
2017/07/14 Mercury cells
2017/06/27 Moroccan tomatoes
2017/05/24 Dismantling the Castor project
2017/04/18 High-speed trains
2017/04/05 Sentence passed on Cassandra Vera and freedom of expression
2016/10/24 Illnesses stemming from the proposed very-high-voltage power line in Castellón (Spain)
2017/07/13 Women in Colombia
2017/06/21 Situation of 'mule women'
2017/04/18 Alarming deterioration of the situation in Equatorial Guinea
2017/04/18 Plant health checks on citrus fruit imports
2017/02/03 VP/HR - European companies investing in Western Sahara
2017/02/03 International status of Western Sahara under international and EU law
2016/12/19 Installation of energy plants in the territory of Western Sahara

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