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: 2017-10-16

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!


European Conservatives and Reformists Group
Liberal-Conservative Refomists
Germany
Magic Circle
Industry, Research and Energy Vice-Chair itre
Human Rights Member droi



Keywords Extraction:

Date Title
2017/08/31 VP/HR - Human rights situation in Vietnam
2017/07/05 VP/HR - Human rights defenders in Guatemala
2017/06/13 VP/HR - Human rights violations in South Sudan
2016/06/29 Three leading human rights advocates jailed in Turkey
2015/09/11 Action against Member States violating the universal rights of asylum seekers
2015/08/14 VP/HR - Human rights and the Summer Olympics in Rio de Janeiro
2016/11/30 Turkey
2016/09/21 EU-Turkey agreement
2016/04/05 EU-Turkey agreement on migration
2016/04/05 Turkey as a safe third country
2015/10/29 EU-Turkey deal
2017/08/28 VP/HR - The rapid increase in the number of Bangladeshi immigrants
2016/06/24 Nuclear energy - Generation IV systems
2016/04/08 Emissions trading systems
2015/12/14 Increased terrorism threat
2015/04/27 VP/HR - Terrorism in Kenya
2015/04/27 Energy policy
2014/10/31 Eurozone interest rate policy
2016/11/29 H2020
2015/12/07 Syrian refugees and the international community
2015/08/28 Distribution of refugees within the EU
2015/08/05 VP/HR - Situation of refugees in Greece
2015/07/17 H2020
2015/07/14 Refugees in Greece
2015/04/27 Greece and the Troika
2017/08/29 Freedom of movement after Brexit
2016/10/25 Brexit / budget
2015/11/25 Online purchasing in the tourism sector
2015/11/24 Liberalisation of the telecommunications sector
2016/08/26 Public procurement
2016/06/01 Reform of the electoral law of the European Union
2016/05/25 Germany's law on the minimum wage and the infringement procedure
2016/04/08 Security union
2016/03/09 The European Research Council
2016/01/14 Poland
2015/12/04 Arrest of Can Dündar and Erdem Gül
2015/06/25 Capital Markets Union and SMEs
2015/05/20 European Aid for Nepal
2015/03/03 Investigation occasioned by Germany's trade surplus
2014/10/31 Digital economy: Effects on subsidiarity, SMEs and urban development
2014/10/31 Deferred unpaid invoices
2014/10/31 300 billion investment programme
2017/06/07 VP/HR - The situation in the Philippines
2016/12/01 VP/HR - The situation of Murat Sabuncu and Kadri Gürsel
2015/09/08 VP/HR - The situation of the Azerbaijani journalist Khadija Ismayilova
2015/04/27 Humanitarian crisis in North Africa
2016/02/24 Restriction of competition in the German radio market
2015/10/30 Horizon 2020 and internal invoiced costs
2015/09/29 Horizon 2020 and embedding of social sciences and humanities (SSH)
2015/05/29 Horizon 2020
2017/09/21 Mr Juncker's speech
2016/11/24 VP/HR - Cyprus Peace Talks
2016/09/30 VP/HR - Mexico
2016/01/28 VP/HR - Bangladesh
2015/06/15 VP/HR - Doha amendment to the Kyoto Protocol
2015/05/05 VP/HR - Travel ban on Chinese artist Ai Weiwei
2015/04/27 Erasmus in Central and Eastern Europe
2015/03/30 Real exchange rates in the EU
2015/01/13 VP/HR - Seized financial assets of Panzi Hospital in eastern Congo
2017/01/19 VP/HR - Egypt: The case of Ramy El-Sayed
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/07/02 VP/HR - The case of President Omar al-Bashir before the International Criminal Court
2015/03/19 Chief Scientific Advisor: progress in selection procedure
2014/11/18 Future of the position of Chief Scientific Advisor
2014/09/30 VP/HR - Case of Raif Badawi in Saudi Arabia

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