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: 2017-01-31

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 Greens/European Free Alliance
Europe Écologie
France
Magic Circle
Money laundering, tax avoidance and tax evasion Vice-Chair pana
Civil Liberties, Justice and Home Affairs Member libe
Economic and Monetary Affairs Substitute econ



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2016/01/04 CIA renditions, special tribunals and Guantánamo Bay
2015/12/11 VP/HR - CIA renditions, special tribunals and Guantánamo Bay
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
2016/07/06 Access to asylum and legal representation in connection with inadmissibility recommendations issued by the European Asylum Support Office
2016/01/27 Returning migrants/refugees to war-torn countries
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2015/07/20 Multiannual management plan for Baltic Sea fisheries
2015/04/20 Outsourcing of asylum processing and search and rescue operations to third countries
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
2016/03/09 Audit of public finances / Regulation (EU) No 472/2013
2015/06/05 Tax rulings and recuperated tax
2015/03/31 Tax evasion by Eldorado
2015/03/31 Tax evasion by Eldorado
2016/06/30 Refusal of Member States to comply with the EU decisions
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/02/03 Monitoring the rule of law and founding values of the EU in the Member States
2015/02/03 Monitoring the rule of law and founding values of the EU in the Member States
2016/10/27 Combatting racism, xenophobia, homophobia, sexism and other forms of intolerance
2016/10/27 Combatting racism, xenophobia, homophobia, sexism and other forms of intolerance
2016/11/07 Suspicion of fraud involving EU funding by a company in Sierra Leone
2016/04/06 Links between the 'Panama Papers' and the Commissioner for Climate Action & Energy
2015/12/07 VP/HR - Asset recovery in Tunisia, Egypt and Libya: state of play
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/06/18 Legislative proposal for effective whistleblower protection
2015/04/22 Notification of state aid
2015/02/19 Politically motivated use of Interpol Red Notices
2016/11/07 Investigation and publication of an audit report on an EU-ACP aid project in Vanuatu
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2015/03/31 Surveillance of lawyers in the EU
2015/03/24 Website blocking by the authorities to combat terrorism
2016/02/25 Safety of unaccompanied minors
2016/02/25 Safety of unaccompanied minors

Share: