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!


Group of the Greens/European Free Alliance
Ecologistes Confédérés pour l'Organisation de Luttes Originales
Belgium
Magic Circle
Economic and Monetary Affairs Member econ



Keywords Extraction:

Date Title
2017/12/20 Taking external factors into account in competition policy
2017/11/29 Core labour standards and cotton: EU sanctions against Uzbekistan
2015/10/07 VP/HR - EU policy on the death penalty after targeted killings by UK drones
2017/03/07 Eradicating long-term unemployment
2016/10/27 ERDF funding for road infrastructure under low-carbon heading
2015/03/24 Website blocking by the authorities to combat terrorism
2018/04/13 Projects which have received assistance from the Structural Reform Support Service
2015/11/09 Conflict of interests - former Commissioner De Gucht
2017/11/29 Factoring in the rebound effect
2016/06/22 Compliance with legislation on the labelling of nanomaterials
2016/05/19 China: market economy status; impact on employment and industry
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/03/16 ESA 2010 deterring local public investment
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2015/10/07 VP/HR - European Parliament resolution on armed drones
2015/06/05 Tax rulings and recuperated tax
2015/03/04 Tax evasion and investor-state dispute settlement
2017/03/06 Improving the arrangements for the posting of workers
2016/02/17 Gig economy and on-demand workers
2016/03/09 Audit of public finances / Regulation (EU) No 472/2013
2016/02/24 Trade Agreements and the funding of the EU budget
2016/01/07 Filing trade petitions - US vs EU model
2015/07/22 ISDS clause and collective bargaining agreements
2018/06/06 Circumvention of Article 3 of the European Convention on Human Rights
2016/12/13 Belgium: denial of a visa to an Aleppo family; 'Article 7' procedure
2014/12/01 Violation of Directive 2004/38/EC on the right of residence of citizens of the Union and of Regulation (EC) No 883/2004 on the coordination of social security systems

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