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!


Group of the European People's Party (Christian Democrats)
Partido Popular
Spain
Magic Circle
Foreign Affairs Member afet
Fisheries Substitute pech



Keywords Extraction:

Date Title
2016/06/30 State of play in negotiations for an EU-Tunisia free trade agreement
2016/06/30 EU-Tunisia negotiations on a free trade agreement
2016/01/29 Ecuador's accession to the Multiparty Trade Agreement between the EU and Colombia and Peru
2015/12/18 EU-Mercosur agreement
2015/12/17 EU-Japan Free Trade Agreement
2015/12/17 VP/HR - E-010799/2014 - follow-up question
2015/11/30 Opening of negotiations on the updating of the EU-Mexico Global Agreement
2015/02/19 'FAD-free' tinned tuna
2016/01/28 Information on illegal, unreported and unregulated (IUU) fishing received by the Member States
2015/10/15 Commission action vis-à-vis the Member States on illegal, unreported and unregulated fishing
2014/11/03 Illegal, unreported and unregulated fishing (IUU) in the Philippines
2014/07/17 The Philippines: IUU Regulation and GSP+
2016/04/28 VP/HR - Report of the Middle East Quartet
2015/07/17 Inclusion of Panama on the list of non-cooperative tax jurisdictions
2015/04/08 Land reclamation in Gibraltar
2015/04/08 Protection of the environment in Gibraltar
2015/03/30 Electric power station in Gibraltar
2015/03/12 Gibraltar Income Tax Act 2010
2015/03/12 OLAF and the fight against smuggling in Gibraltar
2015/03/12 Recommendations in the fight against illicit trafficking in Gibraltar
2015/03/12 Gibraltar on an international black list of tax havens
2014/11/13 VP/HR - Diplomatic initiatives to save Asia Bibi
2016/06/27 Review of the new GES indicator
2016/06/24 Indicators for territorial development: GDP and beyond
2015/09/30 VP/HR - International observation of parliamentary elections in Venezuela
2014/11/27 Recognition of geographic indications on the internet - negotiations with Internet Corporation for Assigned Names and Numbers (ICANN)
2016/10/26 Checks on lemon imports from Turkey
2016/05/25 Cultural exchanges and educational programmes to build bridges in the Atlantic basin
2016/02/04 The existence of non-tariff barriers for food exporters on the internal EU market
2015/11/26 Eco-labelling at EU level
2015/09/23 EU-Turkey readmission agreement
2015/09/23 EU-Turkey cooperation on the refugee crisis
2016/01/28 'Dormant' agreements and fisheries protocols
2015/09/30 EU-Mauritania fisheries protocol
2015/07/20 EU-Mauritania agreement: freezer-trawler fleet
2015/07/20 Signature of the EU-Mauritania Agreement
2015/01/30 Renewal of fishing agreement with Mauritania
2014/09/11 New fisheries agreement between the EU and Cape Verde
2014/09/09 New EU-Mauritania fisheries agreement
2015/10/28 VP/HR - Partial ceasefire areas in Syria
2014/12/02 VP/HR - Syria's moderate opposition
2014/11/19 Fins-attached policy
2016/10/18 Revision of Directive 92/29/EEC
2016/06/09 European Cormorant Management Plan
2016/05/31 Demographic decline in the EU
2016/05/26 Redistribution of unused fishing quotas in the European Union
2015/10/08 Ghana and Papua New Guinea's yellow cards
2015/07/20 Yellow card for Thailand
2015/04/08 Civil aviation
2015/04/08 Call for a European Year on Tourism
2014/11/13 VP/HR - Violence against religious minorities
2016/04/28 EU Programme of support for security sector reform in Tunisia
2016/04/28 VP/HR - Broader transatlantic cooperation
2016/02/29 Transporting shark products
2015/09/10 Crisis in the milk sector
2015/07/03 Measures to protect the fruit and vegetable sector from the Russian embargo
2015/04/30 EU agricultural innovation systems
2015/02/19 Outlook for milk prices
2014/12/18 VP/HR - EU-Iraq Partnership and Cooperation Agreement
2014/12/18 Volatility in the dairy sector
2014/12/16 Preparatory action on 'Cooperation with the Northern and Southern Transatlantic Dimensions'
2016/02/29 VP/HR — EU sanctions against North Korea
2016/02/03 VP/HR - Counter-terrorism cooperation between the EU and Asian countries
2016/01/28 Fisheries agreements with third countries
2015/12/17 VP/HR - Ministerial Conference on Afghanistan
2015/12/07 VP/HR - Union for the Mediterranean meeting in Barcelona
2015/11/30 The ban on finning
2015/11/25 EU-China Investment Agreement
2015/11/25 EU-China bilateral agreement on the protection of geographical indications
2014/12/02 Mobility partnerships with neighbouring Mediterranean countries

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