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!


Confederal Group of the European United Left - Nordic Green Left
Vasemmistoliitto
Finland
Magic Circle
Transport and Tourism Member tran
Environment, Public Health and Food Safety Substitute envi



Keywords Extraction:

Date Title
2018/03/19 Finland's wolf hunting policy in Finnish Lapland
2017/04/28 Stainless steel and the CLP system
2016/06/17 Obligation on the State to pay compensation for the unnecessary construction of an effluent drainage system
2016/02/23 Incorporation of the Finnish State's Metsähallitus (Forestry Board), which operates as a commercial enterprise
2015/09/21 Incorporation of the Finnish State's Metsähallitus (Forestry Board), which operates as a commercial enterprise
2015/03/24 VP/HR - Netanyahu's rejection of a two-state solution
2018/05/22 Application of the EU Public Procurement Directive in Finland in relation to the UN Convention on the Rights of Persons with Disabilities
2018/04/13 On-farm slaughter of sheep and direct sale of the meat to consumers
2018/03/14 Cash flow problems encountered in territorial cooperation (INTERREG) programmes
2018/01/29 Initial qualification and periodic training of drivers of certain road vehicles for the carriage of goods and passengers and driving licences
2018/01/10 Requirement in Article 3 of Regulation (EU) No 598/2014 on airport noise to establish competent and independent authorities responsible for regulating noise from airports
2017/09/26 VP/HR - The case of Palestinian human rights defender Issa Amro and the Palestinian Cyber Crime Law
2017/06/08 Carbon tariffs on countries which are not parties to the Paris Climate Agreement
2017/05/05 Availability and quality of postal services for the elderly
2017/04/27 Micro-scale slaughterhouses
2017/03/28 Speed-limited cars (Class L7e)
2016/11/30 VP/HR - Spanish Government's consent to the use of Ceuta's port facilities by Moscow warships undermining EU sanctions and possible family links with Commissioner Arias Cañete
2016/11/18 Case of refugee Αhmad H. facing a life sentence in Hungary
2016/10/25 Applying the Procurement Directive when organising housing services for people with disabilities
2016/10/10 Export of high-sulphur fuel to Africa
2016/09/13 Open-loop and closed-loop sulphur scrubbers
2016/04/27 Directive 97/67/EC of the European Parliament and of the Council on postal services and Article 3 thereof concerning universal service
2016/04/25 Public Procurement Directive (2014/24/EU), country-specific book-keeping and reporting, and requirement to take the Directive as a criterion for invitations to tender
2016/03/17 Rules on posted workers in road transport
2016/03/02 Problems with the implementation of the Biocides Regulation (EU) No 528/2012)
2016/02/29 Report on the implementation of the sustainable use of pesticides directive
2016/02/02 Directive 2006/126/EC of the European Parliament and the Council: cars with automatic transmission
2016/01/25 Bypassing the law by drafting guidance on negligible exposure to pesticides
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/11/06 Real Driving Emissions
2015/11/03 Use of driving licences as identity documents or travel documents
2015/10/07 EU-USA sanctions against the Russian Federation in view of their impact on offshore production off Sakhalin and at the Prirazlomnoye field in the Pechora Sea
2015/07/21 EU legislation in view of consumers' right to information on companies selling products and services that violate human rights
2015/07/02 Progress made in the implementation of the Recommendation on a Quality Framework for Traineeships
2015/03/31 Human rights abuses in Tibet
2015/03/20 Formal proposal for amendment for consideration at the 27th meeting of the Parties to the Montreal Protocol
2015/01/20 Animal categories in the Animal Health Regulation
2014/12/22 Need for protection of social rights
2014/11/27 Compliance with EU law and fundamental rights of Italian circular and annexes thereto on fingerprint collection from irregular migrants
2017/12/12 VP/HR - Dissolution of the CNRP, Cambodia's main opposition party
2017/11/23 Is the Union able to affect Apple's pricing scheme (for example for computers) in Europe?
2017/05/16 Preventing and treating strokes in Europe
2017/04/18 Hunting of migratory bird species during spring in Malta
2016/08/31 Use of the armed forces in civil crises
2016/03/11 Transparency and comparability of assessment of energy efficiency action plans
2015/06/02 Addressing energy poverty in Europe
2015/06/01 Demographic changes in Europe
2015/04/09 VP/HR - Prosecution of war crimes in Syria
2015/01/20 Pollinator decline threatening Europe
2015/01/12 An ageing Europe and innovation policy
2018/01/10 Impact of mobile phone radiation on the health of European citizens
2017/11/30 Dual national citizens being kept in Turkey
2017/11/30 Dual national citizens being kept in Turkey
2016/04/08 Compliance of EU-Turkey deal with the non-refoulement principle
2014/12/05 Environmental risk posed by wrecked ships
2014/12/05 Secure employment and a livelihood in place of zero-hours contracts
2018/02/09 Rare diseases
2018/02/09 Rare diseases
2018/03/06 Detention of unaccompanied children in police station cells in Greece
2018/02/26 Aviation: Single European Sky performance and charging schemes - comitology procedure
2017/11/17 Violence employed by the Spanish police in Catalonia
2017/07/13 A socially inclusive digital single market
2017/05/31 Adding information about snow and ice grip ratings to the EU tyre label
2016/02/04 Emergency funding - Sahrawi refugee camps
2015/11/03 Failure of project cofinanced by the EU with UNRWA relating inter alia to the building of a system to manage drinking water, waste water and rainwater at the Shatila refugee camp in Lebanon
2015/10/30 Discharge of waste in international waters
2015/10/12 'Administration register' and public transparency of information about ownership in Finland
2015/02/02 Hanhikivi nuclear power station
2014/11/26 Consumer information on tyre gripping performance on ice
2018/05/25 VP/HR - Follow-up on the Council's conclusions on Myanmar of 26 February 2018 and its decision 2018/655
2018/02/09 Harmful pollutants in indoor air
2018/02/09 Harmful impurities in indoor air
2017/05/16 Difficult to use medication packaging
2015/10/21 Loss of forest habitat for the Siberian flying squirrel
2014/12/17 VP/HR - Why is the EU supporting Israel's systematic brutality?
2017/11/24 Measures to support Member States with long-term and youth unemployment rates above the Eurozone average
2017/11/20 Child labour exploitation by coffee and cocoa corporations
2017/11/17 Aggressive third-country pricing policy and tendering of Member States' rail and other infrastructure and stock procurements
2017/08/24 VP/HR - The situation in Venezuela
2017/05/02 Using dogs trained to find narcotics
2016/06/16 Commission Staff Working Document on rail freight noise reduction SWD(2015) 300
2016/05/25 Reciprocal transmission of public-service broadcasting programmes produced in the EU Member States to the public in other Member States
2016/03/16 Regulation (EC) No 1370/2007 - public service obligations
2016/01/27 Chemical warfare agents (CWA) in the Baltic Sea
2016/01/20 Local public enterprises and economic and territorial development
2015/11/18 Privacy of EU Facebook users
2015/10/07 Platform undertakings and taxation
2015/09/08 Right to vote in national elections in another Member State
2014/12/10 VP/HR - Self-determination and statehood in Western Sahara
2018/01/08 Unpaid internships at the Commission
2017/07/14 Unpaid internships at the European Commission
2016/02/25 Use of the Essure birth control method
2015/05/20 European Aid for Nepal
2018/01/18 VP/HR - Italian arms exports to Saudi Arabia
2016/07/06 Projects funded under CEF and implications of Brexit
2015/06/01 VP/HR - Pregnant ten-year-old girl denied abortion in Paraguay
2015/02/27 VP/HR - Torture in Saudi Arabia

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