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: 2017-01-31

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!


Europe of Nations and Freedom Group
Front national
France
Magic Circle
Employment and Social Affairs Member empl
Internal Market and Consumer Protection Substitute imco



Keywords Extraction:

Date Title
2016/10/14 Flexibility and quality jobs
2016/05/12 Protecting jobs in the printing industry
2015/10/16 TiSA and the destruction of jobs
2015/07/03 Definition of 'quality jobs' and common indicators
2015/07/03 Creating quality jobs and Guideline no 7
2015/06/19 Sustaining jobs in rural areas and unfair competition
2015/06/03 EU programmes and green jobs
2016/11/28 The single market and collective bargaining
2016/11/28 Labour market and reform of corporation tax
2016/11/10 Empirical background of CETA - studies
2016/10/14 Erasmus+ and labour force mobility
2016/08/01 Job-seeker skills on the labour market
2016/04/25 The Europe 2020 strategy and the communication entitled 'An open and secure Europe: making it happen': immigration and the labour market
2016/02/19 Convergence and the labour market in the EU
2016/01/27 Convergence and the labour market in Europe
2015/12/16 Human cost of forced mobility
2015/04/09 Strategy for equality between men and women
2016/12/21 European qualifications framework
2016/12/21 Active ageing policy framework
2016/10/14 Cohesion policy and support for reforms
2016/09/29 Economic development disparities between EU Member States
2016/09/29 Reform Support Programme — involvement of the Member States
2016/08/31 Recognition of professional qualifications in inland navigation
2016/02/19 Subsidiarity and EU reform support service
2016/02/19 Setting up a European labour inspection agency
2016/01/27 European agencies and subsidiarity
2015/11/26 Legitimacy of European trade unions
2015/10/16 Social indicators in the European Semester
2015/10/08 European Semester for economic policy coordination
2015/09/16 Ageing population and loss of competitiveness
2015/06/15 European Centre for the Development of Vocational Training and European Training Foundation
2015/03/26 Selection of projects for the development of reasonable accommodation and sheltered workshops
2015/03/17 Use of EU funds to develop airports
2015/03/11 Outcome of the European Cormorant Management Plan in the Member States
2015/02/12 Non-payment of European bills
2016/11/28 Digitalisation and poverty
2016/10/19 Relevance of a euro area budget
2016/08/31 EMPL committee priorities and budget cuts
2016/07/25 Work-life balance
2016/02/19 Combating social dumping
2015/12/16 In-work poverty
2015/09/16 Child poverty and support for families in difficulty
2015/08/28 Goldman Sachs and its part in Greece's entry into the eurozone
2015/08/28 Eurostat's role in facilitating Greece's entry into the euro area
2015/03/17 Consumer information and labelling of meat originating from ritual slaughter
2015/02/18 Establishing a European platform to enhance cooperation in the prevention and deterrence of undeclared or falsely declared work
2015/02/12 Application of Directive 2008/104/EC on temporary agency work
2015/02/11 Combating undeclared work
2014/11/13 Ritual slaughter and animal suffering
2016/12/21 Support for the social and solidarity economy
2016/11/28 Severe exploitation of foreign workers
2016/08/31 Universal income in Finland
2016/08/31 French growth in the second quarter of 2016
2016/05/12 CAP and farming job losses
2016/05/12 Digitisation of the economy and job losses
2016/03/30 SME job creation potential
2016/10/14 EU budget for 2017 and social policy
2016/09/29 TTIP and protection of controlled designations of origin
2016/09/29 National powers and responsibilities in relation to EU minimum social rights
2016/06/01 Tax havens and free trade agreement
2016/05/12 Free trade agreements and social standards
2016/04/25 Reviving social dialogue in firms
2016/04/25 Negotiations with third countries and social rights
2016/01/27 Protection of citizens and migrations
2015/07/03 Structural reforms and European social standards
2015/05/26 Social tourism and unemployment
2015/03/27 Social aspects of economic governance
2015/02/05 Lack of indication of country of origin for products entering the EU from third countries
2014/12/10 Agreements in the pharmaceutical industry
2014/11/14 TTIP free trade agreement between Europe and the United States and risks to European designations of origin
2016/06/24 Genome editing technologies: opportunities and risks
2016/05/12 Equal rights for all
2016/03/30 Negotiations with Switzerland on the Alpine region
2016/02/05 List of actions by the Commission to improve the rights of LGBTI persons
2016/01/25 Export of live animals outside the EU
2015/11/26 The risks of EU handouts
2015/11/26 European handouts and subsidiarity
2016/12/21 Skills Guarantee
2016/09/29 Integrating migrants into rural areas
2016/07/25 EU programmes and support for migrants
2016/06/30 Recognition of migrants' skills
2016/06/30 Migrants' skills and creating assisted jobs
2016/04/25 Distinction between 'migrants' and 'refugees'
2016/03/30 Real number of migrants entering Europe
2016/03/30 Integration of migrants and youth unemployment
2016/03/30 Creation of assisted jobs for migrants
2015/12/16 Use of the ESF and integration of migrants
2015/11/27 Access for illegal migrants to programmes financed under the European Social Fund (ESF)
2015/05/26 Use of the ESF for pre-financing YEI programmes in France
2015/04/08 The Court of Auditors casts doubt on the Youth Guarantee
2016/06/30 Intra-European migration
2016/04/25 How EU policies are exacerbating the migration crisis
2016/01/27 Migration management and subsidiarity
2016/01/27 Investigation into paternity leave
2015/11/26 Abuse of anti-discrimination legislation
2015/10/16 Mass migration and the job market
2014/09/05 Malaysia Airlines flight MH17 investigation
2016/12/21 Multinationals and employment market
2016/11/28 Reform of public employment services
2016/07/25 Care within the family
2016/06/10 Status of countries with a controlled BSE risk: the economic impact
2015/10/08 Impact of new forms of employment
2015/07/02 Fight against breast cancer in Europe
2015/06/03 Impact on employment in Europe of moving towards a circular economy
2015/05/26 Using the ESF to pre-finance Youth Employment Initiative programmes
2015/05/26 Access to EPSO competitive recruitment processes for Croatian nationals
2015/05/06 Protecting Europe's heritage
2015/03/27 Impact of the EURES platform on employment and recruitment in Europe
2015/02/11 Implementation of the Race Directive and the Framework Employment Directive

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