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!


Confederal Group of the European United Left - Nordic Green Left
DIE LINKE.
Germany
Magic Circle
Terrorism Member terr
Civil Liberties, Justice and Home Affairs Member libe
Industry, Research and Energy Substitute itre



Keywords Extraction:

Date Title
2017/05/08 VP/HR - Implementation of the Council's LGBTI Guidelines, particularly in relation to the persecution of (perceived) homosexual men in Chechnya, Russia
2015/04/09 Implementation of the Council framework decision (2008/913/JHA) on combating certain forms and expressions of racism and xenophobia by means of criminal law
2015/04/09 Implementation of the Council framework decision (2008/913/JHA) on combating certain forms and expressions of racism and xenophobia by means of criminal law
2017/08/24 Exchanges of data with Europol in connection with the G20 summit
2017/06/21 Workshop at Europol on dealing with encryption
2016/10/17 IT tools enabling Europol to find and track Internet users
2016/05/31 Facial recognition software in EU data bases
2016/05/10 Search by the Europol law enforcement agency for cross-checks in the SIS II, VIS and EURODAC databases
2016/03/07 New computer search and data mining tools for the Europol Internet Referral Unit
2015/10/19 Data mining by Europol
2015/10/19 Europol's Internet Referral Unit - involvement in research projects
2015/06/04 Internet Analysis Coordination Teams at Europol
2015/05/13 Europol 'mobile office' at the opening of the ECB
2014/10/15 Tests with drones in the projects 'Closeye', 'DeSIRE' and 'Aeroceptor'
2017/01/17 Incorporating Libya, Egypt, Tunisia and Algeria into the Eurosur surveillance network
2015/11/23 Refusal by Algeria, Tunisia and Egypt to take part in the Seahorse Mediterranean network
2015/07/03 VP/HR - Use of drones for surveillance of unwanted migration in Algeria, Tunisia and Morocco
2015/07/03 Participation by Libya, Algeria, Tunisia and Egypt in Seahorse Mediterraneo
2015/06/16 EUBAM - Libya
2014/10/15 Use of large drones in the SUNNY project to detect undesirable migration
2017/03/08 International Roma Day
2017/03/08 International Roma Day
2016/03/21 45th anniversary of the International Roma Day
2016/03/21 45th anniversary of the International Roma Day
2015/04/22 Germany's account surplus
2015/03/12 Global Khartoum Process and the forthcoming EU-Horn of Africa Migration Route Initiative
2015/03/12 Global Khartoum Process and forthcoming EU-Horn of Africa Migration Route Initiative
2017/08/29 Revision of the Ceramics Directive
2017/08/25 Facial recognition project in Berlin Südkreuz station
2017/08/24 A European 'troublemakers' database
2017/05/23 Ruling by the General Court of the European Union on the Commission's decision of 10 September 2014 to refuse to register the European Citizens' Initiative 'STOP TTIP'
2017/03/24 Trafficking in Human Beings
2017/03/10 Support from the US Department of Homeland Security (DHS) in the fight against terrorism
2017/03/06 Effects of the General Court's Orders on the EU-Turkey Statement
2017/02/28 Consistency of the French 'TES' database with EU rules on the protection of personal data and CJEU case law
2017/01/13 Slovenian law on the reintroduction of border controls
2016/11/23 Conformity of the French 'TES' ('Secure Electronic Identity Document') database with European personal data protection rules, in particular Directive (EU) 2016/680 and Regulation (EU) 2016/679
2016/10/26 Role of the European Border and Coast Guard Agency in the forced return of ten Syrian asylum seekers from Greece to Turkey on 20 October 2016
2016/10/13 'EU-Afghanistan Joint Way Forward on migration issues': Role and consultation of the European Parliament
2016/09/26 Situation in Hungary: Referendum and respect for European and international law on asylum
2016/09/05 ERDF - Police training
2016/06/29 Three leading human rights advocates jailed in Turkey
2016/06/15 Compatibility of Polish anti-terrorism law with EU law and human rights standards
2016/01/12 VP/HR - Case of Kamal Foroughi
2015/12/07 Reports of consistent abuse of asylum-seekers by Bulgarian police
2015/11/04 Repatriation of possible victims of trafficking in breach of the suspension order issued by the Rome Court (First Chamber)
2015/10/19 How Eurostat calculates rates of recognition of refugee status in asylum application cases
2015/10/07 ECJ ruling in case C-362/14 of 6 October 2015
2015/05/12 Opinion of the Council on the ECJ opinion on the agreement with Canada on the transfer of passenger records
2015/04/22 Breach of privacy on Facebook
2015/01/26 Ongoing case between the United States and Microsoft
2014/12/22 Integrated Border Management System IBMS
2014/12/22 Award of contracts for IT policing systems to external suppliers
2014/12/01 Security Sector Reform Ukraine (EUAM)
2017/05/23 Academic Europol network for the removal of internet content
2017/03/16 EU Internet Forum and content removal
2016/03/16 Internet Service Providers Forum on removing internet content
2016/02/24 Nuclear safety of Belgian nuclear power plants Tihange 2 and Doel 3
2015/04/23 Forum with the Internet service providers community
2017/09/05 Alleged deal with Libyan militias to stem migrant flows
2017/03/28 Mr Dijsselbloem's remarks on what caused the economic crisis in southern Europe
2017/03/07 Research into the FLYSEC Surveillance Platform
2017/03/03 Job cuts at Bombardier Transportation GmbH
2017/02/03 Tackling the disappearance of migrant children in Europe
2017/02/03 Breaches of current freedom of movement rights of EU citizens residing in the UK and the use of six-month expulsions
2016/11/16 Commissioner Günther Oettinger's racist, homophobic and sexist comments
2016/10/17 Europol cooperation with domestic intelligence agencies in the Hague-based 'operational platform'
2016/10/17 EU policies and actions to protect children in the context of migration
2016/10/14 Cuts in 2017 funding for media-freedom initiatives
2016/09/28 FRONTEX - cooperation with non EU/ Schengen countries
2015/12/07 Impunity of Francoist crimes in the Spanish state
2015/07/03 VP/HR - NATO cooperation with the EUNAVFOR MED Mission
2015/04/20 Outsourcing of asylum processing and search and rescue operations to third countries
2014/11/27 Compliance with EU law and fundamental rights of Italian circular and annexes thereto on fingerprint collection from irregular migrants
2014/11/17 Summary expulsions and the proposed legalisation of 'hot returns' in Spain
2014/09/30 Whereabouts of the 501 Tunisian migrants who disappeared or were subject to enforced disappearance between 2011 and 2013
2016/10/26 Combating racism, xenophobia, homophobia and other forms of intolerance
2016/10/26 Combatting racism, xenophobia, homophobia and other forms of intolerance
2015/06/25 Carbon bubble
2017/03/22 Access to and transmission of electronic evidence
2015/07/09 Length of administrative detention
2015/02/19 Politically motivated use of Interpol Red Notices
2014/11/25 NGO access to detention centres
2014/11/25 Access to information on the detention of third-country nationals
2014/10/17 EU entry/exit system - smart borders

Share: