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!


Confederal Group of the European United Left - Nordic Green Left
Sinn Féin
Ireland
Magic Circle
Budgets Member budg
Fisheries Member pech
Culture and Education Substitute cult



Keywords Extraction:

Date Title
2017/03/22 The Shannon LNG Terminal
2015/11/27 Shannon LNG Terminal
2015/04/09 End of the common position on Cuba
2018/04/25 Multiannual Plan for the North Sea and its implications for Ireland
2018/02/01 Ireland: Economic value of fish stocks
2018/01/26 Cork flood relief project
2018/01/11 Pension crisis in Ireland
2017/07/20 Housing policy in Ireland
2017/07/18 Registration and identification of horses in Ireland
2017/07/18 Registration and identification of horses in Ireland
2017/06/21 24-hour cardiac care cover in the South-East of Ireland
2017/06/21 24-hour cardiac care hospital cover for the South-East of Ireland
2016/12/19 Homelessness crisis
2016/06/17 Gearagh woodland in County Cork, Ireland
2016/06/17 Long-term residential care
2015/09/18 Ireland and tuna fisheries
2015/06/22 Disputes regarding shared fish stocks
2015/02/18 Grey dune habitat Ireland
2015/01/30 Housing crisis in Ireland
2015/01/30 Homelessness
2015/01/26 Ongoing case between the United States and Microsoft
2018/01/11 Affordable access to medicines
2017/02/01 Volunteer groups and VAT
2017/02/01 Volunteer groups
2016/12/15 SACs
2015/11/18 Privacy of EU Facebook users
2015/02/27 Restrictions on the export of eels outside the EU
2018/05/29 EU trade with Israeli settlements
2018/05/17 Israeli massacre of Palestinian protesters
2018/02/27 Freedom of expression under threat in Spain
2018/02/07 Reduction in US funding for UNRWA
2018/01/18 VP/HR - Italian arms exports to Saudi Arabia
2017/10/11 Spain: threat to arrest 712 democratically elected Catalan mayors
2017/09/29 Irish public services
2017/07/18 Harvesting of kelp in the vicinity of Natura 2020 sites
2016/09/30 EU budget
2016/06/17 Rent certainty
2016/04/08 Compliance of EU-Turkey deal with the non-refoulement principle
2015/07/17 Participation of Palestinian universities in EU funding programmes
2015/06/15 Lead pipes
2015/06/02 VP/HR - Israeli military training in the occupied Palestinian territory
2015/03/31 Boycott, Divestment and Sanctions Movement and the Transatlantic Trade and Investment Partnership
2015/03/31 Publicly funded health services in the Transatlantic Trade and Investment Partnership (TTIP)
2015/02/27 Public transport
2014/10/27 Veterinary medicine prices
2018/06/13 Right to freedom of movement in the European Union
2018/05/18 EU regulations, island fishing and heritage licensing
2018/04/27 Valentia Island Ferry
2018/02/01 Electric pulse trawl fishing
2018/01/26 Equal Status Acts
2017/12/08 European Voluntary Service
2017/12/06 European Capital of Culture 2023
2017/05/29 Factory fishing vessels
2017/05/04 European Health Insurance Card
2017/04/05 European Schools
2017/01/23 Hazardous waste
2016/08/01 Jose Manuel Barroso and Goldman Sachs
2016/07/08 Maintenance grants for students
2016/05/30 European Youth Orchestra
2016/05/17 Motor insurance
2016/05/02 European Patent Office
2016/05/02 European Maritime and Fisheries Fund (EMFF)
2016/02/12 Passenger boat regulations
2016/02/11 Proposed European Border and Coast Guard (EBCG) and Complaints Mechanism in respect of violation of human rights
2015/09/23 Use of funding from the European Maritime and Fisheries Fund
2015/07/17 Increase in the price of fertilisers
2015/07/17 Organic fertiliser
2015/05/29 EMFF
2015/01/30 European Union jobs
2014/12/18 European Directive as regards information to the general public on medicinal products
2014/12/17 EU Home Affairs policies 2015-2020
2014/09/17 Transport fees at the European Schools in Brussels
2018/03/13 VAT rate on provision of locum GPs
2018/02/01 Provision of special education
2017/06/08 Irish direct provision ruling
2016/10/26 Direct provision
2016/09/30 Parliamentary Questions
2016/07/08 Computer literacy
2016/04/04 Baltic Multiannual Plan
2016/02/02 Special procurement and tendering
2015/11/27 Education
2015/08/31 Lough Derg
2015/06/11 Pulmonary hypertension
2014/11/28 Dignity for asylum seekers living in Direct Provision
2014/11/28 Establishment of a Directorate for Disability Inclusion
2017/07/20 Anti-regional language discrimination
2017/07/14 LAW-TRAIN, Horizon 2020 funding and human rights abuses in Israel
2017/05/31 Language in the EU
2016/12/15 Language rights
2016/11/21 Language rights
2016/10/26 Competition laws
2015/08/14 VP/HR - Human rights violations against the Kurdish people by Turkish forces
2015/07/13 Language discrimination in Spain
2015/05/29 SEUPB and the Irish Language
2015/03/31 Irish language derogation
2018/02/01 Regulation of recreational fisheries
2018/01/25 Fear campaign launched against the Turkish-Cypriot newspaper Afrika
2017/02/16 Transposition of Directive 2004/38/EC in British Law
2016/11/28 Whale and dolphin sanctuary
2016/07/08 Legal aid for companies
2016/07/08 Letterbox practices
2016/03/15 Basic Payment Scheme - Department of Agriculture
2016/02/12 Maximum sustainable yield (MSY)
2015/09/08 Right to vote in national elections in another Member State
2015/08/31 Syria
2015/06/30 Clarification and accessibility to scientific data to promote sustainable fisheries practices
2015/05/29 Process for demonstrating a sustainable eel fishery
2015/04/30 Airplay of national music on radio stations
2015/03/12 PEACE IV
2015/02/27 Mountain farming and land eligibility criteria
2014/10/27 Broadband in rural areas
2017/07/18 Delays affecting the LEADER rural development programme
2017/02/16 FLAG programme
2016/09/30 LEADER Programme
2016/06/17 Intellectual property
2016/05/02 LEADER programme
2015/05/05 The LEADER programme and Islands of Ireland.
2015/04/08 Selection committee for the Leader initiative
2014/12/02 Rural development programme and Leader funding
2014/12/02 Rural development programme for 2014-2020
2014/11/28 LEADER programme Ireland
2014/11/28 LEADER
2018/01/11 Performance of the Irish economy
2017/12/14 Irish participation in PESCO
2017/10/25 Wastewater treatment
2017/09/29 Irish PSC
2017/09/29 Irish Cement
2017/03/22 Cannabidiol for the treatment of Dravet Syndrome
2016/12/01 Regularisation of undocumented migrants
2016/09/30 Cooperative and social enterprises
2016/08/31 Investigating Irish multinational tax deals
2016/06/17 Irish small and medium-sized enterprises
2015/05/29 Mental health
2015/04/30 Decision of the Irish Management Authority for Leader
2015/04/30 Mental Health
2015/01/30 Irish neutrality
2014/10/24 Impact on Irish farmers of land being specially designated for hen harriers
2014/08/06 Irish interpreters and translators

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