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!


Non-attached Members
Nationaldemokratische Partei Deutschlands
Germany
Magic Circle
Civil Liberties, Justice and Home Affairs Member libe



Keywords Extraction:

Date Title
2018/05/24 VP/HR - Possible use of special ammunition by the Israeli forces in the Gaza Strip
2018/05/24 VP/HR - Foreign military personnel being held by the Syrian armed forces
2017/06/14 The 'Chancellor Act' and doubts about the sovereignty of the Federal Republic of Germany
2017/06/07 Germany's sovereignty gaps
2016/06/21 VP/HR - Deployment of armed forces from the Member States in Syria
2015/09/24 Lack of medical screening of migrants
2014/12/18 Discrimination on grounds of political opinion or viewpoint in the German Federal Republic (GFR)
2018/01/29 VP/HR - Continued violence against white South Africans
2017/11/27 Human rights violations in the case of Mateusz Piskorski
2017/07/18 EU 'aid centre' at Ponikve airport in south-western Serbia
2017/03/30 NGOs are supporting people-smugglers in the Mediterranean
2015/10/15 Respecting the rights of indigenous people
2015/02/27 Who wrote the application for aid for Greece?
2015/01/08 Persecution of MPs and supporters of the Golden Dawn party in Greece
2018/03/27 'Rocker crime' research project
2017/11/20 Child labour exploitation by coffee and cocoa corporations
2017/03/30 Population explosion leading to invasion of asylum seekers
2015/09/24 Measures for preventing asylum shopping
2015/03/03 Mysterious fatal shootings in Independence Square in Kiev
2016/06/09 VP/HR - Lifting of sanctions against Syria
2016/01/21 Commission assessment of the rule of law in Poland
2016/01/21 Monopoly on food
2016/01/21 Evidence to justify extending the sanctions against Russia
2015/12/16 Safety concerns over e-cigarettes
2015/01/15 Findings on the disappearance of flight MH 370
2015/01/15 Violation of the third-country rule
2017/07/10 Possible denial of due process in the trial of Ex-President Viktor Yanukovych of Ukraine
2015/10/30 TTIP - control systems for passenger vehicle emissions
2015/10/30 Transfer to the ECB of millions of items of personal data: another scandal in the offing?
2014/10/09 VP/HR - Investigating the massacre in Eastern Ukraine
2014/09/25 Commission's stance on Ukraine's nuclear plans
2014/09/19 Knowledge about Russian troops and their movements in Ukraine
2018/02/28 VP/HR — EU position on border incursions by Israel
2017/11/27 Verification procedure as set out in Article 5(2) of Regulation (EC) No 2004/2003 against the Alliance for Peace and Freedom (APF)
2017/05/29 Investment support for water associations
2017/03/30 Border crossings into Europe
2017/03/30 Support for the Pulse of Europe movement
2015/10/30 A million passports issued in Afghanistan
2017/07/10 Drug smuggling from EU countries into Iran
2016/06/21 Smuggling migrant children
2015/02/27 The Commission's objectives in the province of Vojvodina
2014/10/09 Bank deal involving new Commissioner
2018/03/06 Foreign support for the establishment of a Catalonian terrorist front
2018/01/10 VP/HR - Withdrawal of the 'Islamic State' terrorist group from the Syrian war zone
2017/03/30 Political abuse of the criminal offence of 'establishing a criminal/terrorist organisation'
2015/04/08 Commission measures against the Islamist terror threat
2015/02/03 Islamist terrorist threat
2018/03/06 VP/HR - What is the High Representative of the Union for Foreign Affairs and Security Policy's position on the potential expropriation without compensation from white farmers in South Africa?
2018/01/10 VP/HR - Conversion of the Kosovo Security Force (KSF) into a regular army
2015/12/16 Frontex officials on transgender courses
2015/12/16 Drone attacks by the USA
2015/10/15 Migration into the European Union
2015/09/24 Terrorists among the so-called 'refugees'
2015/02/26 Implications of the Paris attacks for security policy
2015/01/23 Conclusions drawn by the EU from revelations of CIA torture in Europe
2015/01/23 CIA torture in Europe - how much does the EU know?

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