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
2016/06/24 Genome editing technologies: opportunities and risks
2016/02/25 Mandatory indication of the country of origin or place of provenance for certain foods
2015/07/21 Trade preferences given to non-eligible countries
2015/02/05 Lack of indication of country of origin for products entering the EU from third countries
2014/11/14 TTIP free trade agreement between Europe and the United States and risks to European designations of origin
2017/05/30 VP/HR - Terrorist threat emanating from Bosnia and the wider Balkans
2016/11/10 Empirical background of CETA - studies
2015/03/03 Appeal against an expulsion order, and the terrorist threat
2015/01/06 Immigration and terrorist threat
2017/06/20 Social impact of the crisis at Ilva in the Genoa region
2017/05/12 NGOs and investigations into migrant smuggling
2017/04/28 Road haulage crisis in Italy
2016/07/06 Commission intervention to obtain justice for thalidomide victims
2016/02/17 Slow Italian justice and the European single market
2016/02/15 Delegated Regulation (EU) 2015/1830 and protection of olive growing in Italy
2015/07/02 European response to the attacks in France and Tunisia
2015/06/18 European strategy for tackling tuberculosis
2015/06/11 Progress in the ratification of the Marrakesh Treaty
2015/05/07 Mercatone Uno crisis in Veneto - mobilisation of the European Globalisation Adjustment Fund (EGF)
2015/04/20 Carbon coke production in Val Bormida, Italy, and competition from other European Union Member States
2015/03/26 European Asylum Support Office
2015/02/03 Minimum dimensions for clams and protection of the fishing industry
2014/12/15 Issuing of a cancellation certificate from the social security office of a Member State
2014/12/12 Unfair competition in passenger transport services
2014/11/12 Impact on jobs of Regulation (EU) No 1007/2011 on the recovery and sale of fabric offcuts less than three metres long
2014/10/06 Protection of freedom of association in Italy and combating christianophobia and heterophobia across the EU
2014/09/12 Protection of European aid workers in dangerous areas
2014/09/08 European energy reserves and possible developments in the Ukraine crisis
2014/08/29 Losses for European companies due to EU sanctions against the Russian Federation
2014/07/11 Increase in SIAE 'fair compensation' and single European market
2016/07/19 EU-Turkey relations after the attempted coup on 15 July 2016
2016/06/24 Transport of farm animals to Turkey
2015/06/18 Violation of press freedom in Turkey and its status as a candidate country
2015/06/18 Violation of press freedom in Turkey and its status as a candidate country
2017/03/16 China Export and the CE marking
2016/01/20 Tensions between the EU and Israel over compulsory labelling of products from Israeli settlements
2015/03/17 Consumer information and labelling of meat originating from ritual slaughter
2014/09/05 Malaysia Airlines flight MH17 investigation
2014/08/05 Information about allowances payable to European Commissioners appointed on an interim basis
2014/08/05 Misuse of equipment to detect breaches of the Highway Code
2014/07/04 Payment of motorway tolls for ambulances
2014/07/04 Information on possible EU sanctions in respect of ATP S.p.A.
2015/03/03 The 1619 missing Greeks
2015/03/03 The 1 619 missing Greeks
2017/09/20 Mussel farming at risk in the Gulf of La Spezia
2017/09/07 Limitation to the right of establishment for reasons of general interest
2017/08/30 System for protecting children left in vehicles
2017/05/30 VP/HR - The security measures required of the Bosnian authorities
2017/03/03 Health risk to consumers posed by use of hydrogen peroxide in the processing of cephalopod molluscs: request for investigation by the Commission
2016/07/25 ERDF allocations and failure to modernise the railway line to the north of Bari
2015/11/13 Commission answer to written question E-013346/2015
2015/08/28 Goldman Sachs and its part in Greece's entry into the eurozone
2015/08/28 Eurostat's role in facilitating Greece's entry into the euro area
2015/05/06 Protecting Europe's heritage
2015/01/16 Risk of attacks by so-called 'foreign fighters'
2014/11/21 Work of the High-Level Group on Own Resources
2014/10/02 Waste disposal and health risks for citizens of Lombardy
2014/09/03 Growing risk of terrorist attacks in Europe
2014/09/03 Preventing Ebola in Europe
2014/08/29 Measures to counter the escalation of violence in Syria and Iraq
2017/07/12 Islamic extremism in Sweden and consequences for the EU
2015/10/23 VP/HR - Islamic extremism in Cameroon
2015/04/10 Statements by the EU Counter-Terrorism Coordinator
2014/12/09 Financing a private airline
2014/10/02 Financing of Islamic terrorism through the EU ETS
2014/10/02 Financing of Islamic terrorism through the EU ETS
2014/09/25 International fraud and the financing of Islamic terrorism
2016/12/19 Hydrogeological instability: derogation from budget constraints to ensure the safety of territories and regions hit by floods
2016/05/26 Doctors on stand-by and the right to rest
2016/04/08 Customs corridors at the ports of La Spezia and Genoa
2015/10/20 Derogation to permit fishing for transparent goby in Liguria
2015/09/30 Alleged donation of EU funds for the Festa dell'Unità in Milan
2015/09/16 Floods in Emilia-Romagna and possible prevention strategies
2015/06/24 Bolkestein directive and judgment 328/2015 of the Regional Administrative Court (TAR) of Tuscany - beach operators are holders of a good and not a service
2015/03/17 Use of EU funds to develop airports
2015/02/27 Derogation for seaside concessions in Spain: application of the Services Directive
2014/11/07 Deadlines for submitting claims for compensation for the damage caused by the 2012 earthquake in Emilia-Romagna
2014/10/13 EU funds to repair flood damage in Genoa
2017/05/30 VP/HR - Republika Srpska as the sole reliable partner within BiH
2016/07/26 Enormous pressure from migration at the Italian-Swiss border
2016/05/31 Abolishing the Italian State Forestry Authority
2016/05/30 Reopening of grooved razor shell fisheries within 0.3 nautical miles of the Italian coast
2015/10/23 Distortion of milk prices - crisis in the Italian dairy sector
2015/07/27 VP/HR - Presence of ISIS combatants in areas disputed by Ukraine and Russia
2015/03/05 Accommodation for 'refugees'
2015/02/27 The risks for the Italian rice sector arising from the proposed free trade agreement between the EU and Vietnam
2015/02/05 Schengen agreements and police operations in border areas
2014/12/16 Clarifications regarding the arrest of Giulietto Chiesa in Estonia
2014/12/10 Agreements in the pharmaceutical industry
2014/11/07 EU position on the massacre in Odessa
2014/11/04 Issues relating to the tannery sector
2014/07/11 ISIS threats
2014/07/07 Details of EU funding for the Italian Council for Refugees

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