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
Europe Écologie
France
Magic Circle
Environment, Public Health and Food Safety Member envi
Industry, Research and Energy Substitute itre
Petitions Substitute peti



Keywords Extraction:

Date Title
2017/02/13 Health and environmental problems for people living near the Altéo Gardanne factory and storage facilities
2017/01/10 Commission's answers to written questions
2017/01/06 Health risks related to consumption of vegetable oils, in particular palm oils
2016/12/14 Exemptions from excise duty on mineral oils used as fuel for alumina production
2016/09/02 Health risks related to consumption of vegetable oil, in particular palm oil
2016/06/03 Health risks related to the consumption of vegetable oils, and in particular palm oils
2015/05/05 Commission's answers to Written Questions
2014/11/05 Lyon-Turin project - Impact on health of construction sites
2014/11/03 Health systems under threat as vital drugs are too expensive
2017/07/14 Amending Commission Implementing Regulation (EU) 2016/6
2017/07/14 Amending Commission Implementing Regulation (EU) 2016/6
2017/02/22 Endocrine-disrupting chemicals (EDCs)
2015/03/19 National regulation against free competition
2015/02/13 Criteria for identifying endocrine-disrupting chemicals
2017/02/13 Altéo factory in Gardanne - Authorisation to exceed emissions limits for pollutants
2017/02/13 Marketing Bauxaline®, a waste product from the production of alumina
2016/12/14 Compatibility with EU law: declarations of public utility and public enquiry
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/11/10 Export of live animals and conditions of slaughter
2015/10/27 Intellectual property rights and the Innovative Medicines Initiative (IMI)
2015/07/02 Addressing albinism from the human rights perspective
2015/06/02 Extension to Laboratoire Roche marketing authorisation for Tamiflu (Oseltamivir)
2015/01/29 Center Parcs project in Roybon (France): non-compliance with European law
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
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2016/03/09 Hinkley Point C and EDF
2016/01/15 Situation in Poland - next steps
2014/10/02 State aid for nuclear power: Hinkley Point C, United Kingdom
2017/07/05 Revision of the REACH Regulation - exemptions for lead
2017/06/26 Refoulement of Turkish nationals by the Greek authorities
2017/06/12 REACH restrictions on tampons
2017/06/06 Compensation for wrongly labelled energy-related products
2017/01/27 Minor interpellation - VP/HR - Israeli settlement policy
2016/06/22 Compliance with legislation on the labelling of nanomaterials
2016/02/29 Transparency and the proper labelling of sanitary products such as tampons
2015/10/27 Transparency in the fight against the illicit trade in tobacco products
2015/03/24 Website blocking by the authorities to combat terrorism
2014/12/04 Sexist campaign by Hungarian police against rape victims
2016/09/29 Harmonisation of non-conventional medicines (NCM)
2016/05/24 Access to energy in Africa
2016/04/29 Hydroelectric sector in Europe
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/11/17 Dieselgate
2015/10/27 Compiling a register of medicines containing nanomaterials
2015/04/15 Human guinea pigs for European medicines in low- and middle-income countries
2014/09/09 Access to life-saving medicines in Europe
2014/09/09 Access to life-saving medicines in Europe
2016/09/07 Nuclear safety at the Sellafield nuclear fuel reprocessing plant
2016/04/01 Compliance by France with the basic rules of nuclear safety
2016/02/25 Mandatory indication of the country of origin or place of provenance for certain foods
2015/11/25 Nuclear power stations and childhood leukaemia
2015/07/24 Food safety concerns regarding Canadian horsemeat imports
2015/07/02 EU role in the lack of safety of Ukrainian nuclear plants
2014/12/08 Overflights of nuclear power plants by drones
2016/06/28 Cooperation agreement with Philip Morris International (PMI)
2016/05/04 Transposition of Directive 2010/63/EU on the protection of animals used for scientific purposes
2016/02/29 Glyphosate and its co-formulants
2016/01/19 Failure to comply with an EU directive by a French company
2015/11/26 Salmon farming: non-compliance by Norway with the Water Framework Directive (2000/60/EC)
2015/10/27 Transparency regarding the Group of Experts set up under Article 31 of the Euratom Treaty
2015/10/27 Culling of ibexes - alleged violation of the Habitats Directive
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2014/11/21 Infringement of Directive 2011/70/Euratom
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'
2014/12/18 European measures to fight against organised crime and corruption
2014/12/18 European measures to fight against organised crime and corruption

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