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!




Keywords Extraction:

Date Title
2018/06/13 Disproportionate sentences in the Alsasua case
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
2018/05/02 The Commission incentivising the transfer of public resources to speculators
2018/01/31 Tests on animals and humans in the automotive sector
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
2017/02/09 EU funds to Serbia to mitigate the migration crisis
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
2017/11/27 Incident in the central Mediterranean involving Libyan coastguards
2017/10/25 Ibarbengoa car park - Breach of the Water Framework Directive
2017/05/18 Access to information - consultation on projects of common interest
2016/11/24 Energy poverty and breach of Directive 2009/72/EC
2016/11/24 Renewable energy in the Balearic Islands and echo sounding
2016/11/17 The Petronor (Repsol) refinery, Biscay
2016/09/05 EU relations with Brazil following the ousting of Dilma Rousseff
2016/04/06 Information on the Panamanian company Mossack Fonseca
2018/05/24 Compliance with Regulation (EU) 2016/679 by the Basque employment and social security service
2018/05/16 Tracks in Aralar - compliance with European law
2018/02/28 follow-up to the European Parliament Resolution of 16 February 2017
2018/02/01 Granadilla regasification plant and EIB loan to Redexis
2017/11/06 PGIs: European Union - Mercosur
2017/04/06 VP/HR - Conscientious objection to arms shipments to Saudi Arabia
2016/10/31 The end of the 'social bonus'
2016/10/13 Data collection on the ethnic origin of students: European Social Fund
2016/07/25 Brexit: EU citizens in the UK
2016/02/24 Crisis in the steel industry
2016/02/24 Survival of the European steel industry and Sestao ACB
2018/06/05 VP/HR - Situation for human rights defenders in Guatemala
2018/05/24 Situation with the RIS3 2014-2020 round of investment and the new 2021-2028 round
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
2018/04/24 Spain-France electricity interconnection - Public participation
2018/04/18 Midcat/STEP - Conclusions of the Poyry report
2018/02/27 Freedom of expression under threat in Spain
2017/12/01 Closure of coal-fired power stations in Spain
2017/11/27 Transposition of the EU definition of terrorism in Spain
2017/10/11 Spain: threat to arrest 712 democratically elected Catalan mayors
2017/10/03 Asbetos removal plans
2017/07/03 Bank bailout in Spain
2017/05/16 Thermoelectric biomass power plant and radioactivity in Ukraine
2017/03/16 Disciplinary proceedings against Spain over illegal landfill sites
2017/02/09 Construction of border fences in Lithuania using EU funding
2016/04/21 Funding of studies preliminary to the construction of the MidCat
2016/04/11 Potential outlawing of self-supply of electricity in Spain
2016/02/04 Emergency funding - Sahrawi refugee camps
2018/06/07 Waste incineration and clean air in Andalusia
2018/05/29 EU trade with Israeli settlements
2017/10/16 Recent wildfires in Galicia and Asturias
2017/09/25 Failure to comply with the agreement on the reception of persons in search of refuge
2017/02/02 Almaraz nuclear waste repository - violation of the Aarhus Convention
2016/05/09 VP/HR - Most recent attacks against civilians in Syria
2016/03/08 VP/HR - EU appeal against the European Court of Justice (ECJ) ruling on the EU-Morocco trade agreement
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
2015/12/10 Train crash in Santiago de Compostela (July 2013)
2018/02/22 Retortillo uranium mine
2017/12/18 Retorillo uranium mine - Directorates-General for Energy and the Environment
2017/11/23 Retortillo uranium mine - environmental impact assessments and economic viability
2017/04/28 Retortillo uranium mine - breach of Community law
2017/04/28 Uranium mining in Retortillo - health impact
2018/04/04 Receipt of Spanish pension
2018/03/22 Detention of the Proactiva Open Arms boat by Italy for promoting irregular migration
2017/11/17 Violence employed by the Spanish police in Catalonia
2017/10/12 Spanish State aid for fossil fuels
2017/09/27 Detention of top officials of the Regional Government of Catalonia
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
2016/04/05 Panama Papers - establishment of an international tax agency
2016/03/04 Profitable plants are being closed so that they can be relocated
2016/02/11 Violence against women
2017/06/26 Fire in Doñana National Park
2016/10/21 Commission position on the Southern Gas Corridor
2016/07/12 Gas storage - Doñana National Park
2018/02/22 Commissioner Arias Cañete - collection of pension and salary
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

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