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.

Show Show

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!


Group of the European People's Party (Christian Democrats)
Partido Social Democrata
Portugal
Magic Circle
Transport and Tourism Member tran
Fisheries Substitute pech



Keywords Extraction:

Date Title
2016/08/10 Forest fires in Madeira - triggering the EU Civil Protection Mechanism
2015/01/29 Ban on deep-sea shark fishing - the case of catshark in Madeira
2015/01/29 Ban on deep-sea shark fishing - the case of catshark in Madeira
2017/02/16 Iberia's failure to comply with European rules
2016/08/31 Withholding by the Portuguese authorities of payments from the 2014-2020 European structural and investment funds
2016/08/10 Forest fires in Madeira - triggering the European Union Solidarity Fund (EUSF)
2016/01/12 TAP - Transportadora Aérea Portuguesa
2015/11/30 European Investment Bank - Youth entrepreneurship
2015/04/24 European Tourist Board
2015/02/05 Violation of freedom of movement - Lisbon tourist tax
2014/12/01 European Investment Plan
2014/10/31 Structural Funds 2014-2020 - Partnership Agreement
2017/09/27 Neutrality of airline reservation systems (GDS) and restriction of access to flight information
2017/04/24 Stabilisation mechanism for bananas from Nicaragua
2016/04/28 Funding for ferry services
2016/01/15 European funding to provide support in the event of premature birth
2015/06/04 Core-funding for not-for-profit organisations under the EU's third public health programme
2015/02/24 International freight transportation
2014/12/01 New digital services - Innovation or market distortion
2014/10/31 Remote areas and their access and accessibility to the internal market
2014/09/04 Prohibition of rest periods aboard trucks - France and Belgium
2016/01/20 Programme for the competitiveness of small and medium-sized enterprises (SMEs) - COSME
2015/11/30 Youth Guarantee Programme - Prospects for 2017-2020
2015/11/30 Youth Guarantee Programme - Review and assessment
2014/10/31 Youth Guarantee Programme
2015/06/16 End to roaming
2015/06/16 End to roaming
2016/03/18 Clarification on Portugal's fiscal outlook - 2016 Portuguese state budget
2016/02/23 Clarification on Portugal's budget forecasts and the 2016 Portuguese national budget
2016/01/20 Wi-Fi on planes
2014/09/30 G20 - Global Infrastructure Initiative
2016/05/27 Tackling the future challenges of innovative technologies
2016/05/27 Allowing innovative companies to flourish
2014/12/01 Screening of liquids, aerosols and gels at EU airports
2014/12/01 Non-payment of tolls
2017/07/20 VP/HR - Situation in Venezuela and possible sanctions
2017/06/22 VP/HR - Setting up humanitarian corridors in Venezuela
2016/11/04 Recapitalisation of the Caixa Geral de Depósitos
2016/05/09 Situation in Venezuela - Mercosur agreement
2016/05/09 VP/HR - Situation in Venezuela - European aid
2015/07/02 Alarming situation in the port of Calais - Safety of endangered lorry drivers
2014/12/01 Transatlantic Agreement - TTIP
2014/10/31 Hotel industry
2016/06/06 Maintaining start-ups in Europe
2016/05/27 Increasing the flow of capital for start-ups
2014/09/30 Internet and telecommunications operators
2016/10/11 Cut in fishing opportunities for black scabbardfish
2016/09/30 EU flag register
2016/04/20 Closing down of the special Outermost Regions Unit in the Commission
2016/02/18 The role of aviation in connectivity for the outermost regions
2016/01/20 Tourism cooperation between UNWTO and the EU
2015/04/08 Call for a European Year on Tourism
2014/10/31 Drastic reduction in fishing opportunities for 2015
2014/09/30 European Tourism Indicators System (ETIS) for Sustainable Management at Destination Level
2014/09/30 Response to growth of air transport carriers in the Arabian Gulf

Share: