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!


Group of the Greens/European Free Alliance
Piratenpartei Deutschland
Germany
Magic Circle
Legal Affairs Member juri
Internal Market and Consumer Protection Substitute imco
Petitions Substitute peti



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2015/05/05 Commission's answers to Written Questions
2014/12/09 Ratification of the Marrakesh Treaty
2016/04/20 Non-disclosure agreements
2015/03/25 Investor-to-state dispute settlement (ISDS) in trade agreements
2014/11/06 Follow-up to WTO TRIPS Council meetings, in particular that of 29 October 2014
2015/12/14 Legal deposit rules in the EU for digital cultural goods
2015/04/08 German ancillary copyright for press publishers and notification obligations
2015/01/06 Enforcement of copyright and usage rights
2015/01/05 Law on Public Safety
2014/10/28 Preferential treatment of market leader in search engines through change in German copyright law
2016/06/14 Commission's commitment to consult more and listen better under its Better Regulation Agenda
2014/10/17 World Trade Organisation Council on Trade-Related Aspects of Intellectual Property Rights
2014/10/09 Expert group on the enforcement of intellectual property rights
2014/09/30 Council Working Party on Intellectual Property - Discussion on the Commission's action plan on the enforcement of intellectual property rights
2016/07/21 Call for a limitation of abusive fees charged for cross-border intra-EU phone calls and SMSs in the upcoming review of the telecoms framework
2015/12/22 Review of Directive 2012/28/EU on certain permitted uses of orphan works
2015/07/17 Copyright as a subject in the TTIP negotiations
2015/01/30 Copyright and licensing costs
2015/01/27 Barriers to accessing Commission documents
2015/12/14 Internet connectivity and internet surveillance in Syria
2015/11/30 Antitrust rule violations by companies active in the provision of internet connectivity
2015/02/12 EUROPA internet linking policy
2014/12/10 Freedom to receive and impart information via the internet
2017/08/29 Net neutrality and restriction of access
2015/10/08 Software and security in the light of the Volkswagen case
2015/03/19 Net neutrality, telemedicine and intelligent transportation systems
2015/03/03 EU legislation - access, consolidation and XML formatting
2016/10/17 Switch between summer and winter time
2016/08/01 Jose Manuel Barroso and Goldman Sachs
2016/02/17 Union promotion of web authoring tools which meet web accessibility requirements
2015/09/04 Accession of Iceland to the European Union

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