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: 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!


Group of the Greens/European Free Alliance
EQUO
Spain
Magic Circle
Women's Rights and Gender Equality Member femm
Development Substitute deve
Industry, Research and Energy Substitute itre



Keywords Extraction:

Date Title
2018/02/08 Legal basis for exports from Western Sahara to the EU
2018/01/25 Legal validity of Moroccan sanitary control systems in Western Sahara
2018/01/24 Beef and sheep meat exports to Iran
2017/06/27 Moroccan tomatoes
2017/05/24 Wastewater treatment in Granada
2017/02/03 VP/HR - European companies investing in Western Sahara
2017/02/03 International status of Western Sahara under international and EU law
2017/02/03 Western Sahara and the decision of the European Court of Justice on EU-Morocco relations
2016/12/19 Installation of energy plants in the territory of Western Sahara
2018/02/08 DG MARE evaluation of the EU-Morocco Fisheries Partnership Agreement
2018/02/05 The situation of 'mule women' and the Schengen evaluation report
2017/07/13 Women in Colombia
2017/06/21 Situation of 'mule women'
2016/11/17 Standards for reviewing the situation of people living in the vicinity of refineries
2018/03/14 Asphalt plant
2017/12/20 Violence in Valencia
2017/11/23 Glyphosate residues and imports
2017/06/06 Fine imposed on Valencia Football Club (Valencia CF)
2017/04/18 Plant health checks on citrus fruit imports
2016/11/28 Situation of the Albufera natural park in Valencia
2018/05/02 Misleading announcement by the Bay of Algeciras Port Authority (Cádiz, Andalusia) under Directive 2006/114/EC
2018/03/27 Abandoning land in Andalusia
2017/12/01 Pollution by heavy industry in the Bay of Algeciras within the area administered by the Port Authority of the Bay of Algeciras (APBA)
2017/07/19 Discharge of sewage on Los Lances beach and other beaches in Tarifa/Cádiz in SCI ES0000337
2017/05/24 Scrapping of fishing vessels
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)
2017/01/24 '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
2016/11/22 Upgrading of the KW Tarifa windfarm - Cádiz - Andalusia (SAC 0000049: Los Alcornocales)
2016/10/27 Serious violation of Directive 2000/60/EC in the middle stretch of the Tagus river
2018/06/07 Waste incineration and clean air in Andalusia
2018/02/28 Mega-farms in Castilla-La Mancha
2018/02/08 Cooperation aid
2017/06/06 Fait accompli policy over the Biscarrués reservoir plan
2017/05/24 Mine in the Sierra de Ávila mountain range
2016/12/19 Policy regulations for waste incineration in cement kilns
2018/06/12 High-speed rail project in Murcia
2018/03/22 Detention of the Proactiva Open Arms boat by Italy for promoting irregular migration
2017/09/27 Detention of top officials of the Regional Government of Catalonia
2017/07/20 C-Star ship
2017/07/14 Mercury cells
2017/05/24 Dismantling the Castor project
2017/04/18 Vía de la Plata train line
2017/04/18 High-speed trains
2018/05/15 Sentences handed down in the 'Wolf Pack' case
2018/05/08 Implementation of the Istanbul Convention in the Member States: the 'La Manada' case
2018/02/08 Crisis in the rice sector
2017/09/29 VP/HR - Elections on 12 November in Equatorial Guinea
2017/04/18 Alarming deterioration of the situation in Equatorial Guinea
2017/04/05 Fate of the Pérez Galdós Secondary School
2018/05/02 The Commission incentivising the transfer of public resources to speculators
2018/05/02 Economic diversification in rural areas through the EAFRD
2018/05/02 Adjustment of the co-financing rate of ESI Funds for sparsely and very sparsely populated areas
2018/04/24 Spain-France electricity interconnection - Public participation
2017/07/14 Aremon
2017/01/25 Attacks on Spanish lorries in France
2016/12/19 Motorway rescue package in the Community of Madrid
2018/05/24 Port of Málaga (Spain)
2018/02/28 Megafarms in Aragón (Spain)
2018/02/28 Megafarms in Zamora (Spain)
2018/01/29 Contradictions regarding the Biscarrués (Aragón) plan
2017/12/01 Closure of coal-fired power stations in Spain
2017/05/24 Uncontrolled noise levels in Tarifa (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
2017/01/25 Mining operation in Spain
2016/10/24 Illnesses stemming from the proposed very-high-voltage power line in Castellón (Spain)
2018/02/27 Freedom of expression under threat in Spain
2017/09/29 Disobedience
2017/04/05 Sentence passed on Cassandra Vera and freedom of expression
2016/11/17 The Petronor (Repsol) refinery, Biscay

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