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!




Keywords Extraction:

Date Title
2017/09/06 Fraudulent procurement - The role of Commissioner Arias Cañete and allocation of EU funds
2017/06/01 OLAF investigation into Commissioner Arias Cañete
2016/01/27 The Acuamed case and Commissioner Cañete
2015/12/02 Commissioner Cañete's approval of a proposed uranium mine
2017/03/28 Mr Dijsselbloem's remarks on what caused the economic crisis in southern Europe
2017/02/09 EU funds to Serbia to mitigate the migration crisis
2016/07/25 Brexit: EU citizens in the UK
2016/03/04 Profitable plants are being closed so that they can be relocated
2016/02/24 Crisis in the steel industry
2016/02/24 Survival of the European steel industry and Sestao ACB
2017/09/25 Failure to comply with the agreement on the reception of persons in search of refuge
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'
2017/04/06 VP/HR - Conscientious objection to arms shipments to Saudi Arabia
2017/01/09 Accommodating foreign trade concerns regarding the new criteria for identifying endocrine disruptors
2016/03/08 VP/HR - EU appeal against the European Court of Justice (ECJ) ruling on the EU-Morocco trade agreement
2016/01/28 Tobacco agreement (PMI agreement)
2017/04/28 Retortillo uranium mine - breach of Community law
2017/04/28 Uranium mining in Retortillo - health impact
2017/02/09 Infringement of their rights and physical abuse of migrants by police forces in Croatia and Serbia
2017/01/12 Concern over the cold snap and the long-term situation of migrants
2016/11/17 Standards for reviewing the situation of people living in the vicinity of refineries
2016/10/20 VP/HR - Assassination of human rights' defenders in Honduras
2016/10/10 Situation of the Guaraní-Kaiowá people
2016/09/27 VP/HR - Human rights in Mexico on the second anniversary of Ayotzinapa
2016/05/09 VP/HR - Most recent attacks against civilians in Syria
2016/02/11 Violence against women
2015/12/10 Train crash in Santiago de Compostela (July 2013)
2017/05/16 Thermoelectric biomass power plant and radioactivity in Ukraine
2017/02/02 Almaraz nuclear waste repository - violation of the Aarhus Convention
2016/02/08 Safety problems at Almaraz nuclear power station
2016/01/29 Possible extension of the operating licence of the Garoña nuclear power station
2017/06/26 Fire in Doñana National Park
2016/11/17 The Petronor (Repsol) refinery, Biscay
2016/10/21 Commission position on the Southern Gas Corridor
2016/07/12 Gas storage - Doñana National Park
2017/06/08 VP/HR - International support by the EU for the peace agreements between the Government and FARC-EP (the Revolutionary Armed Forces of Colombia - People's Army) in Colombia
2016/11/24 Energy poverty and breach of Directive 2009/72/EC
2016/11/24 Renewable energy in the Balearic Islands and echo sounding
2016/10/31 The end of the 'social bonus'
2016/10/17 Next steps towards corporate accountability: The EU's role on the UN's working group on transnational corporations and other business enterprises
2016/10/13 Data collection on the ethnic origin of students: European Social Fund
2016/09/05 EU relations with Brazil following the ousting of Dilma Rousseff
2016/04/05 Panama Papers - establishment of an international tax agency
2016/02/29 Thalidomide
2016/02/04 Emergency funding - Sahrawi refugee camps
2017/07/03 Bank bailout in Spain
2017/03/16 Disciplinary proceedings against Spain over illegal landfill sites
2016/04/11 Potential outlawing of self-supply of electricity in Spain
2017/09/27 Detention of top officials of the Regional Government of Catalonia
2017/02/09 Construction of border fences in Lithuania using EU funding
2016/10/06 Cumulative effects of damages caused by 'regional natural disasters' as defined in Regulation (EU) No 661/2014
2016/04/21 Funding of studies preliminary to the construction of the MidCat
2016/04/06 Information on the Panamanian company Mossack Fonseca
2017/05/18 Access to information - consultation on projects of common interest
2017/03/29 Irregularities in management of EU funds for training in the coal sector
2017/03/28 Acuamed, water collection project in Algeciras - allocation of funds
2017/02/10 Acuamed case - withdrawal of European Funds for 17 projects
2017/01/19 Fate of the budget funds earmarked for aid for Syrian refugees in Turkey and emergency assistance in the Union
2016/11/14 VP/HR - Arbitrary detentions in Argentina: the case of Milagro Sala
2016/09/15 Acuamed and fraudulent use of EU public funds
2016/06/13 Acuamed plan to pollute the river Ebro

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