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.

Show Show

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
Progressive Party of Working People - Left - New Forces
Cyprus
Magic Circle
Industry, Research and Energy Member itre
Employment and Social Affairs Substitute empl



Keywords Extraction:

Date Title
2018/05/29 EU trade with Israeli settlements
2018/02/08 DG MARE evaluation of the EU-Morocco Fisheries Partnership Agreement
2018/02/08 Western Sahara and the safety of EU airlines and passengers
2018/02/08 EU-authorised establishments based in Western Sahara
2018/02/08 Moroccan authorised importers based in Western Sahara
2018/02/08 The Commission's compliance with procedures relating to authorised establishments in Western Sahara
2018/02/08 DG SANCO visit to Western Sahara in December 2017
2018/02/08 VP/HR - Activities of the EU Delegation to Morocco in occupied Western Sahara
2017/11/30 Doctoral Scientists in Teaching and Research (DEDE)
2017/09/27 Need to cancel plans for the European Defence Fund
2017/02/03 EU fishing in Western Sahara waters under the EU-Morocco Fishing Agreement
2017/02/03 Western Sahara and the decision of the European Court of Justice on EU-Morocco relations
2017/02/03 Western Sahara and EU-Morocco negotiations on a Deep and Comprehensive Free Trade Area (DCFTA)
2016/12/13 Commission decision on tax evasion
2016/05/17 VP/HR - EU maps representing the territories of Western Sahara and Morocco
2016/05/17 VP/HR - Status of Morocco in Western Sahara under international humanitarian law
2016/05/17 VP/HR - Implementation of General Court decision on Western Sahara and trade in goods originating from occupied Western Sahara
2016/05/17 Implementation of General Court decision on Western Sahara
2016/04/29 Statements by the UN Secretary-General
2016/04/15 Coordination between the Council, the Commission and the Kingdom of Morocco in relation to the appeal against the General Court judgment delivered on 10 December 2015 in Case T-512/12 Polisario Front v Council
2016/02/16 Israeli government decision to strip three Members of their parliamentary privileges
2015/12/15 Turkish fishing vessels
2015/12/01 Compatibility of the establishment and management of hotspots with EU law
2015/11/04 Repatriation of possible victims of trafficking in breach of the suspension order issued by the Rome Court (First Chamber)
2015/07/22 Need to the Partnership for Research and Innovation in the Mediterranean Area (PRIMA)
2015/01/05 Law on Public Safety
2014/12/10 VP/HR - Self-determination and statehood in Western Sahara
2018/02/07 Reduction in US funding for UNRWA
2017/11/30 Refugee question and Slovenia
2017/11/28 Amendment to the Directive on natural gas
2017/09/15 Application of Relocation Decisions 2015/1523 and 2015/1601 ahead of their expiration date (26 September 2017)
2017/06/30 VP/HR - Crisis in the Persian Gulf
2017/06/01 Refugee relocation
2017/01/04 Refugee children in Turkey
2016/11/18 Case of refugee Αhmad H. facing a life sentence in Hungary
2016/10/26 The case of unaccompanied minors in Calais
2016/10/17 Need to assist Lebanon in providing Syrian refugee children with an education
2016/09/30 Moria refugee settlement on the island of Lesbos
2016/06/24 Proposal for the creation of a regional mechanism to deal with natural disasters
2016/04/29 Need for solidarity and humanitarian aid to address the refugee crisis
2016/04/28 Need for permanent refugee relocation mechanism
2016/04/06 EU aid for Sahrawi refugee camps
2016/03/22 EU-Turkey Agreement on the refugee question
2016/02/04 Emergency funding - Sahrawi refugee camps
2016/02/04 Inhumane exploitation of refugee children in Turkey
2016/01/28 Turkey and the refugee crisis
2016/01/11 Refugee crisis
2015/11/20 Need to assist refugee children
2018/04/17 Employment of teachers in Cyprus
2017/11/24 Measures to support Member States with long-term and youth unemployment rates above the Eurozone average
2017/06/30 Pension gender gap
2017/04/10 Zero-hour contracts and security of employment
2016/09/30 Non-standard forms of employment - International Labour Organization (ILO)
2016/06/14 International campaign for the ratification of the Forced Labour Convention
2016/02/09 Need to promote a new gender equality strategy
2015/10/19 Need to strengthen collective agreements
2015/10/15 Bomb attacks in Ankara
2015/03/06 Employment and collective agreements
2015/02/04 Youth employment
2015/02/02 Youth employment
2017/09/19 Need to help Cyprus cope with refugees
2017/06/30 Development assistance
2017/04/10 Personal data in the EU - US Privacy Shield
2017/04/10 Adequate protection of the EU-US Privacy Shield
2017/03/28 New information on homelessness
2017/03/28 Hungary and refugees
2016/12/14 Trapped refugees
2016/11/30 Protection of refugees in Chios
2016/11/11 Need for child protection measures
2016/10/18 Protection of refugees stranded in Turkey
2016/10/17 Use of firearms by Frontex to stop boats
2016/01/28 Need to develop a humanitarian approach to managing refugees
2015/12/01 Implementation of Council decisions on the relocation of 160 000 asylum seekers from Italy and Greece
2015/11/25 Measures to halt the brain drain
2015/04/22 Breach of privacy on Facebook
2015/04/08 International arrest warrants against asylum seekers and refugees
2015/01/20 Coca-Cola Iberian Partners' redundancy plan
2015/01/06 Syrian refugees in Athens
2015/01/06 Measures to support microenterprises
2014/09/30 Assistance to Cyprus to enable it to support 345 Syrian refugees and asylum seekers
2017/06/30 Anti-terror laws in the EU
2016/12/13 Football leaks
2016/06/17 VAT exemption
2016/04/29 Closing the Brenner Pass
2016/01/28 Xenophobic practices encouraging racism
2015/05/05 Cancellation of debt for countries affected by Ebola
2015/05/05 Cancellation of debt for countries affected by Ebola
2015/03/24 VP/HR - Netanyahu's rejection of a two-state solution
2018/03/06 Detention of unaccompanied children in police station cells in Greece
2017/10/18 VP/HR Further crimes committed by Israel against the Palestinian people
2017/09/28 Need of financial support for children studying in the occupied Karpass peninsula
2017/09/14 Financial support needed for education for children with disabilities
2017/06/01 VP/HR - Hunger strike by Palestinian prisoners
2017/06/01 Children of the Arab world
2016/12/14 Palestinian Salah Khawaja arrested
2016/12/14 VP/HR - Palestinian children imprisoned
2016/04/29 VP/HR - Imprisonment of young Saharawis
2016/03/22 VP/HR - Israel murders Palestinian children
2016/02/04 10 000 missing children
2015/11/13 VP/HR - Imprisonment of Palestinian children in Israel
2015/09/03 Subject: Aid for children in the Middle East and Northern Africa
2015/04/10 The Palestinian problem
2015/03/03 Persecution of the Ukraine Communist Party
2014/07/11 VP/HR - Lethal offensive by Israel in Palestine
2018/05/24 The collapse of public hospitals in Cyprus
2018/03/23 The need to protect the beaches in Cyprus
2018/03/19 Freedom of expression of journalists in Cyprus
2018/01/25 Fear campaign launched against the Turkish-Cypriot newspaper Afrika
2018/01/18 Provocative attitude taken by the Azerbaijani government towards the Republic of Cyprus
2018/01/17 VP/HR - Leyla Zana dismissed from the Turkish Parliament
2017/09/27 Adjusting local time in the occupied territory of Cyprus
2017/09/06 Destruction of Akamas beach
2017/08/28 Spread of Islam in the occupied territories of the Republic of Cyprus
2017/06/01 Free wireless connectivity in EU's local communities
2016/12/13 McDonald's
2016/10/26 Closure by the Turkish Government of television channels
2016/09/30 Conflicts of interest with regard to former Commissioners
2016/06/14 NATO Summit
2016/06/14 Lifting the immunity of MPs in the Turkish Grand National Assembly
2016/03/29 Commission recommendations regarding emission reductions
2016/01/25 Turkish support for ISIS
2016/01/13 Protestors killed in Diyarbakir
2015/12/02 The Akamas peninsula in Cyprus - a Nature 2000 protected area
2015/11/24 Organisation of working time for permanent members of the Cypriot army
2015/05/11 Prosecution of Turkish Cypriot couple for flying the flag of the Republic of Cyprus in the occupied part of Cyprus
2015/04/22 Germany's account surplus
2015/04/10 European Fund for Strategic Investments - need to protect the public interest
2014/12/05 Human rights violations in the occupied territories of the Republic of Cyprus
2014/10/29 Protection of the cultural heritage in occupied Cyprus
2014/10/06 Violation by Turkey of the sovereign rights of the Republic of Cyprus
2017/11/30 Neofascism in Poland
2017/11/28 Defence industry programme
2017/04/10 The violation of human rights in Poland
2017/02/22 Complaints about the treatment of the inhabitants of Kuruköy
2017/02/07 LAW-TRAIN, Horizon 2020 and Israeli human rights abuses
2016/12/13 Disregard for the human rights of indigenous peoples in Brazil
2016/11/30 VP/HR - Protection of human rights in Morocco
2016/10/18 Continued violation of the rule of law and human rights in Turkey
2016/09/30 Wage and rights dumping in the fast-food industry
2016/06/14 Infringement of labour rights
2016/03/22 Implementation of the UN Convention on the Rights of Persons with Disabilities.
2016/02/11 Proposed European Border and Coast Guard (EBCG) and Complaints Mechanism in respect of violation of human rights
2015/10/02 Infringements of Palestinian human rights
2015/09/24 Strengthening of the Horizon 2020 programme
2015/05/26 Violation of labour and trade union rights in the European Patent Organisation (EPO)
2015/04/10 Animals as sentient beings
2014/12/09 Human rights violations in Sudan
2014/10/06 Upholding human rights in Cyprus
2017/11/30 VP/HR - Slave markets in Libya attributable to the EU
2017/09/19 Turkey issues a new NAVTEX for Cyprus' EEZ
2017/03/07 VP/HR - Commission plans to cooperate with Libya on migration issues
2017/02/22 Illegal detention of journalists in Turkey
2017/02/08 Israeli law legalising illegal settlements in the West Bank
2017/01/04 Arrest of Barbaros Şansal
2017/01/04 Violation of fundamental rights in Turkey
2016/12/13 Situation in Turkey
2016/11/18 Insecurity in the 'contact centre' sector
2016/11/15 Dismissal of workers by the MSC/Medlog multinational company
2016/11/04 Arrest of the HDP leadership
2016/10/27 Illegal arrest of Kurdish mayors
2016/04/29 Murder of Palestinians in the West Bank
2016/04/08 Compliance of EU-Turkey deal with the non-refoulement principle
2016/03/22 Commission investment planning for the first quarter of 2016
2016/02/16 VP/HR - Turkey's military offensive in northern Syria
2016/01/14 The jailing of Palestinians
2015/12/22 Restrictions imposed on Kurds by Turkey
2015/12/14 Cooperative credit institutions and banking union
2015/12/01 Arrest of journalists in Turkey
2015/09/14 Infringement of democratic rights in Turkey
2015/03/31 Illegal changes to place names
2015/02/11 Pernicious effects of liberalisation and deregulation in the electric sector
2015/02/02 Strike by Birleşik Metal-İş union workers in Turkey
2015/01/07 Unlawful action by Turkey in Cypriot EEZ
2014/11/27 Compliance with EU law and fundamental rights of Italian circular and annexes thereto on fingerprint collection from irregular migrants
2017/12/14 NGO monitoring
2017/11/30 VP/HR - PESCO
2017/06/30 Gaza Strip energy supply
2016/10/20 Supporting energy programmes for low-income households from EU funds
2016/09/30 Common defence
2016/02/16 Revival of the ideology of fascism in Europe
2016/01/28 New OXFAM statistics
2015/10/15 Exploitation of domestic energy sources in the EU
2015/09/14 Recent Oxfam findings regarding poverty in Europe
2015/06/24 Ensuring the sovereign rights of the Member States in the field of energy
2015/06/24 Combating energy poverty
2015/06/02 Addressing energy poverty in Europe
2015/04/09 End of the common position on Cuba
2015/02/04 Election results and policy changes

Share: