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 Progressive Alliance of Socialists and Democrats in the European Parliament
Partidul Puterii Umaniste
Romania
Magic Circle
Internal Market and Consumer Protection Member imco
Transport and Tourism Substitute tran
Civil Liberties, Justice and Home Affairs Substitute libe



Keywords Extraction:

Date Title
2018/05/22 How can the standard of living be increased in the less developed countries and how can small farmers be supported
2018/05/02 Development of testing capacities for double standard products
2018/03/19 Marketing standards for poultry meat
2018/03/15 The United States imposes additional customs duties on steel and aluminium imports from the EU
2018/03/14 Verification of products from third countries
2017/12/13 Medicines crisis in Member States
2017/11/14 Reindustrialisation of Europe
2017/11/14 HIV, tuberculosis and hepatitis C outbreaks on the rise in Europe
2017/10/26 Importance of expanding the area of woodland in Europe
2017/05/11 Natural disasters that have influenced the 2017 agricultural year in Romania
2017/03/30 Seismic hazards across Europe: measures to prevent earthquakes and train populations
2017/03/14 Double standards in food products distributed in Eastern Europe and Romania
2017/02/14 Shortage of medicinal products in Romania
2016/06/02 Action to prevent flight delays
2016/05/04 Refugee problem in Macedonia
2016/01/13 Europe-wide problem of homelessness
2016/01/13 Inclusion of vehicles under 3.5 tonnes
2015/09/10 Shortage of jobs for the young
2015/09/07 Immigration crisis in Europe
2015/03/03 Inclusion of Romania in the MIP
2018/06/11 Abusive checking of professional drivers' normal weekly rest period by the authorities
2018/03/21 Support for defence industry companies to resume production
2018/03/16 BRUA Project
2018/03/08 Schedule for the summer period
2017/12/13 Proposals on compensation for sanctions against Russia
2017/12/13 Development of SMEs as a solution to creating new jobs for young people
2017/12/13 Accessibility for people with disabilities
2017/12/13 Extra security and safety measures for EU citizens
2017/10/25 Possibility of taking the driver's certificate of professional competence (CPC) test in other official EU languages
2017/09/11 Why will Volkswagen not pay compensation to customers in the EU?
2017/09/11 European policies and measures to combat child poverty
2017/09/04 Terrorist attacks in Spain
2017/06/08 Reproduction of Rail Baltica project for the Black Sea
2017/03/30 Need to improve vocational skills
2017/03/03 Access to finance for Natura 2000 network
2016/10/11 Transport access for people with disabilities
2016/10/05 Financing for SMEs in the defence industry supply chain
2016/09/09 Measures to combat cybercrime
2016/09/09 Measures to combat xenophobic attacks
2016/07/12 Measures for reversing European demographic decline
2016/04/04 New terrorist threats
2016/04/04 neZEH
2015/11/17 Strengthening EU borders, measures to improve checks on migrants
2015/10/14 Measures to grow the business conducted by SMEs at international level
2015/10/08 Unfair transport measures adopted by France and Belgium
2015/05/29 Development of rail transport
2015/04/30 Public procurement
2015/01/07 Abusive measures taken by France, Belgium and Germany in the transport field
2015/01/07 Trade defence measures
2015/01/07 Financing sources for small and medium-sized enterprises, and their access to public procurement
2018/05/22 Brexit has not only financially affected the European Union, but also in terms of image and confidence
2017/10/25 Sale of land to foreign nationals
2017/03/30 Implementation of the Rome Declaration
2016/07/12 Consumers, energy efficiency and building regulators
2016/05/04 Revision of the Directive on the posting of EU workers
2016/03/14 Sale of farmland in the European Union
2016/03/14 Protection of TIR drivers threatened by refugees
2016/02/18 Temporary facilities for Great Britain in the context of the campaign to leave the European Union
2016/01/27 Food infections in the European Union
2015/11/11 Activating the European Union Civil Protection Mechanism
2015/10/02 Driving Licence Directive
2015/06/11 Energy Union
2018/06/11 Future of the European textile industry
2018/05/02 European Parliament elections: vulnerability of online social networks
2017/12/14 Harmonisation of European funding guides
2017/12/14 European funding projects for electric vehicles
2017/12/07 Fake news can affect citizens' public and private lives
2017/12/07 Funding instruments for infrastructure projects
2017/06/30 Lumina educational institutions
2017/04/25 'Smart Villages' initiative
2017/02/14 Boosting competitiveness in the European aviation industry
2017/02/02 VP/HR - Correlation between the CVM and granting of European funds
2016/09/09 Earthquake information for European citizens
2016/07/12 Participation by all EU pupils in extra-curricular activities
2016/06/15 European Fund for Strategic Investments
2016/05/04 European Asylum System
2015/07/07 The European Citizens' Initiative
2015/06/04 Funding for the eradication of polio
2018/03/20 Commission interference in the Romanian judicial system
2018/02/20 Romania's accession to the Schengen area
2017/06/30 Impact of Schengen/non-Schengen division on administration of safety and security measures
2017/06/08 Freedom of the press and accuracy of information
2017/05/19 Restriction of freedom of movement of persons from Romania and Bulgaria in the Swiss Confederation
2017/05/11 Swiss government's decision on the free movement of persons
2016/06/02 Reducing early school leaving and fostering success at school
2016/05/23 Unemployment in the EU
2016/02/18 Decision by Sweden to expel 80 000 refugees
2016/01/28 Two-tier system for movement in the Schengen Area
2018/05/22 Decreasing allowances for Romanian children
2018/03/26 Police brutality against Roma
2018/03/06 Detention of unaccompanied children in police station cells in Greece
2018/01/30 Funds allocated for lorry park security in the EU
2017/12/07 Counterfeit products
2017/09/04 The EU Strategy regarding the relationship with Central Asia
2017/09/04 The deadline of 2020 for the transition provisions
2017/06/14 Digital trade strategy
2017/06/14 Drivers' rest periods - Regulation (EC) No 561/2006
2017/05/15 International trade agreements and Case T-754/14 - Michael Efler and Others vs the Commission
2017/03/03 Effects of the proposal for a regulation laying down rules on the making available on the market of CE marked fertilising products
2017/02/15 Adoption of children in the EU
2016/11/24 Music copyright
2016/10/27 Harmful products in the EU market
2016/06/02 New EU strategy for dealing with alcohol-related problems
2016/04/04 Organic fertilisers
2016/03/31 VP/HR - Detention of children from Uganda in the Kampiringisa National Rehabilitation Center (KNRC)
2016/03/14 Granting market economy status to China
2016/02/16 Negotiations on the Transatlantic Trade and Investment Partnership (TTIP)
2015/11/17 Upgrading the EU's security strategy
2015/10/19 Digital single market tax regime
2015/06/11 Job insecurity
2015/01/08 Undeclared work
2015/01/08 The product safety and market surveillance package
2018/06/11 What is the definition of the rule of law which the Commission intends to use?
2018/03/15 Crime in the EU
2018/03/08 Directives on procurement and transposition into national law
2018/02/19 Urban poverty
2017/03/30 Children exposed to the risk of poverty or social exclusion
2016/11/30 Preventing child labour
2016/07/12 Requirements concerning on-board diagnostics and and GPS navigation systems
2016/02/18 Ways of preventing youth radicalisation
2016/01/12 Serious violation of the best interests of the child in the case of the Bodnariu family
2015/12/07 Powers of national competition authorities
2015/06/24 Exploitation of migrant labour
2018/05/22 Combating fraud and protecting the EU's financial interests
2018/02/19 Eradicating polio in Pakistan and Afghanistan
2017/10/25 Construction of shelters for women
2017/09/11 Violence against women from the angle of undermining women's freedom of movement
2017/09/04 Cancer treatment
2017/06/08 Children taken from their mothers under the pretext of protecting them
2017/05/02 Protecting academic freedom in Hungary
2017/05/02 New Commission roadmap
2017/03/13 Inhuman treatment of Romanian women in southern Italy
2017/03/03 Prevention and treatment of hearing impairment
2016/10/27 Good practice guide to combating discrimination against women
2015/12/11 Goods produced using polluting technologies and then sold at a price that constitutes dumping
2015/11/18 Combating alcoholism in the EU
2015/09/10 Gender equality and combating violence against women
2018/02/20 Common agricultural policy
2017/04/25 EU-US visa reciprocity
2015/07/13 The policy concerning visa reciprocity
2018/03/16 Installing alternative fuels infrastructure in rural areas
2018/03/15 Increase in income inequality between urban and rural areas in the EU
2018/01/30 Rights of elderly migrants in the EU
2017/12/14 Infringement of minors' rights
2017/11/14 Interactive online data and statistics platforms for SMEs
2017/11/14 Concerns over the beekeeping sector
2017/09/04 Magistrates' responsibility and the prosecutors' appointment
2017/05/19 Unfair business practices in the transport sector
2017/05/11 Violation of Camelia Smicală's fundamental rights
2017/03/30 Human rights in business
2017/01/23 Adaptation of the EU-USA Privacy Shield to data protection legislation
2017/01/10 Using online platforms and consumer rights
2016/11/30 Standardising the responsibility of magistrates
2016/06/02 Addressing unfair practices
2016/04/04 Online consumer dispute resolution platform
2016/04/04 Increase in the number of stray animals
2016/02/18 Marginalisation of disabled people by online media
2015/12/07 Respect for press freedom and civil rights and liberties in Turkey, with a view to EU accession
2015/11/10 Discriminatory practices used by supermarkets in certain EU countries
2015/10/08 Emissions measurements in the automotive sector
2015/09/09 Cloning of animals kept and reproduced for farming purposes

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