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!




Keywords Extraction:

Date Title
2017/06/21 The EU Alcohol Strategy
2017/01/10 Commission's answers to written questions
2016/12/22 Measures to combat alcohol abuse
2015/12/01 Comprehensive strategy on missing and unaccompanied children
2015/05/05 Commission's answers to Written Questions
2015/01/30 Alcohol strategy
2017/06/09 Safer healthcare in Europe: improving patient safety and fighting antimicrobial resistance
2017/03/27 Environmental crime in the Sintra-Cascais Natural Park - felling of thousands of trees along a 5 km stretch
2017/02/07 Serious environmental damage to the Portuguese coast
2016/02/01 Environmental aspects of the plan to plant trees along Lisbon's second ring road, with implications for air and road safety
2016/02/01 Air and road safety: planting trees along the second ring road - Lisbon
2016/01/08 Venezuela and Portugal: air fare differences
2017/01/23 The Almaraz nuclear power plant and its customised temporary storage facility
2016/06/20 Implementation of corrective actions related to stress tests at the Almaraz nuclear power plant and cross-border cooperation in the event of a nuclear emergency
2016/06/20 Safety standards at the Almaraz nuclear power plant
2017/09/15 Application of Relocation Decisions 2015/1523 and 2015/1601 ahead of their expiration date (26 September 2017)
2017/06/19 VP/HR - EU's role in the Colombian peace agreement
2016/06/17 Promoting the role of women in combating radicalisation and violent extremism
2015/11/20 Association agreement EU-Mercosur
2015/05/20 VP/HR - New violations of women's rights in Iran
2015/03/31 VP/HR - Alliance agreement between Russia and South Ossetia
2017/01/23 Request for information on the situation regarding the uranium mines located a few kilometres from the Portuguese border
2016/12/05 Investor protection systems under international trade agreements (ISDS or ICS)
2016/09/21 Granting of EU funding for the culling of mammals on the Berlengas biogenetic reserve
2016/02/15 Census of those living in the camps around Tindouf
2015/06/01 Humanitarian aid shortage in the Tindouf Camps
2015/05/08 The Berlengas black rat
2015/04/30 EU agricultural innovation systems
2015/04/21 Delay in recognising courses at the Universidade Atlântica by the Portuguese Ministry of Education and Science
2015/04/09 VP/HR - Prosecution of war crimes in Syria
2017/06/09 Bitumen plant in Arcozelo - serious threat to health and the environment
2017/03/24 Potentially harmful substances in fast food packaging that pose a risk to the health of consumers and the environment
2016/01/11 Irregular construction of a dam on the river Tagus
2015/12/03 Energy Taxation Directive and the use of diesel fuel
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2015/07/02 Progress made in the implementation of the Recommendation on a Quality Framework for Traineeships
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2015/01/13 Diclofenac for veterinary use
2017/04/25 Drug-related deaths in Europe
2016/10/26 European Court of Auditors Special Report
2016/09/09 European solidarity and the fires in southern Europe
2016/03/17 Disseminating principles of care for primary immunodeficiencies
2016/03/17 Neonatal screening and severe combined immunodeficiency
2016/01/27 Chemical warfare agents (CWA) in the Baltic Sea
2015/11/04 Repatriation of possible victims of trafficking in breach of the suspension order issued by the Rome Court (First Chamber)
2015/04/24 European Tourist Board
2015/03/24 Brazil - European Union submarine cable
2015/02/27 VP/HR - Torture in Saudi Arabia
2017/03/10 Glyphosate
2016/02/24 Zika virus outbreak
2015/12/03 GM and antibiotic materials in imported animal feed and the need for food labelling
2015/10/13 On halting the broadcast of TV channels in Turkey
2015/05/13 Multidisciplinary law firms
2015/01/22 By-catches of kitefin sharks off Madeira
2014/12/08 EU action plan to combat deforestation
2017/02/22 Endocrine-disrupting chemicals (EDCs)
2016/10/12 Public-private sector cooperation in post-Cotonou EU-ACP relations
2016/06/20 Commission response to the Globiom study
2016/06/20 Employment of Cuban doctors in Portugal
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/09/17 VP/HR - International investigation into missing students in Mexico
2015/09/23 VP/HR - Increasing tensions between Colombia and Venezuela
2015/03/03 High Frequency Active Auroral Research Program (HAARP)
2015/02/17 VP/HR - Case of Ahmed Douma and other political prisoners in Egypt
2015/02/05 VP/HR - Political prisoners and polarisation in Venezuela
2015/01/15 Demolitions in the Ria Formosa financed through Community funds
2015/01/12 VP/HR - Harassment of the LGBTI community in Egypt

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