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!


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
2017/11/23 Europol Internet Referral Unit
2016/10/17 IT tools enabling Europol to find and track Internet users
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
2018/03/15 Fingerprint identification system in EU databases
2017/11/24 Measures to support Member States with long-term and youth unemployment rates above the Eurozone average
2017/08/24 Exchanges of data with Europol in connection with the G20 summit
2017/03/10 Support from the US Department of Homeland Security (DHS) in the fight against terrorism
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)
2014/11/27 Compliance with EU law and fundamental rights of Italian circular and annexes thereto on fingerprint collection from irregular migrants
2014/10/17 EU entry/exit system - smart borders
2014/09/30 Whereabouts of the 501 Tunisian migrants who disappeared or were subject to enforced disappearance between 2011 and 2013
2018/05/07 Construction and widening of the second section of the K 9281, including bridge construction over the Spreeaue
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
2018/03/15 EU agencies cooperating with intelligence agencies
2018/03/15 Europol's European Tracking System for the cross-border pursuit of transmitters
2017/11/23 Europol platform SIRIUS
2017/11/07 Technical details of Europol's European Tracking Solution
2017/08/24 A European 'troublemakers' database
2017/06/21 Workshop at Europol on dealing with encryption
2017/03/03 Job cuts at Bombardier Transportation GmbH
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
2016/10/17 Europol cooperation with domestic intelligence agencies in the Hague-based 'operational platform'
2016/10/14 Cuts in 2017 funding for media-freedom initiatives
2016/09/28 FRONTEX - cooperation with non EU/ Schengen countries
2016/05/10 Search by the Europol law enforcement agency for cross-checks in the SIS II, VIS and EURODAC databases
2015/07/03 VP/HR - NATO cooperation with the EUNAVFOR MED Mission
2015/05/13 Europol 'mobile office' at the opening of the ECB
2018/03/12 Maritime information exchange with Libya
2018/01/31 EU research project on maritime data fusion
2018/01/31 Helping the Libyan Coast Guard to establish a Maritime Rescue Coordination Centre
2018/01/17 Drones over the Mediterranean
2017/11/30 Begging laws in Denmark
2017/11/09 PCI project list
2017/09/05 Alleged deal with Libyan militias to stem migrant flows
2015/07/09 Length of administrative detention
2014/11/25 NGO access to detention centres
2014/11/25 Access to information on the detention of third-country nationals
2014/10/15 Tests with drones in the projects 'Closeye', 'DeSIRE' and 'Aeroceptor'
2014/10/15 Use of large drones in the SUNNY project to detect undesirable migration
2018/05/29 Europol's use of facial recognition technology
2017/08/25 Facial recognition project in Berlin Südkreuz station
2016/11/16 Commissioner Günther Oettinger's racist, homophobic and sexist comments
2016/05/31 Facial recognition software in EU data bases
2015/10/19 How Eurostat calculates rates of recognition of refugee status in asylum application cases
2015/05/12 Opinion of the Council on the ECJ opinion on the agreement with Canada on the transfer of passenger records
2018/01/08 Investigation into the murder of journalist Daphne Caruana Galizia
2017/11/23 Reintroduction of internal border controls by Germany
2017/01/13 Slovenian law on the reintroduction of border controls
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
2015/04/22 Germany's account surplus
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
2015/02/19 Politically motivated use of Interpol Red Notices
2018/05/22 Meetings of the EU-US Energy Council
2018/05/07 Further action from the Commission following the final report of the EMIS committee
2018/04/26 Executive agreements on reciprocal access to cloud data in the US and EU
2017/08/29 Revision of the Ceramics Directive
2017/03/22 Access to and transmission of electronic evidence
2017/02/28 Consistency of the French 'TES' database with EU rules on the protection of personal data and CJEU case law
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
2016/01/12 VP/HR - Case of Kamal Foroughi
2015/11/04 Repatriation of possible victims of trafficking in breach of the suspension order issued by the Rome Court (First Chamber)
2015/04/22 Breach of privacy on Facebook
2015/01/26 Ongoing case between the United States and Microsoft
2018/01/08 New working group on undercover surveillance
2017/11/30 Bulgaria's EU Presidency
2017/03/07 Research into the FLYSEC Surveillance Platform
2017/01/17 Incorporating Libya, Egypt, Tunisia and Algeria into the Eurosur surveillance network
2016/02/24 Nuclear safety of Belgian nuclear power plants Tihange 2 and Doel 3
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
2018/01/08 Communication by police and secret services with online service providers concerning removal of Internet content
2017/05/23 Academic Europol network for the removal of internet content
2017/03/16 EU Internet Forum and content removal
2016/09/05 ERDF - Police training
2016/03/16 Internet Service Providers Forum on removing internet content
2015/04/23 Forum with the Internet service providers community

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