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!


Europe of Freedom and Direct Democracy Group
Sans étiquette
France
Magic Circle
Legal Affairs Member juri
Terrorism Substitute terr
Civil Liberties, Justice and Home Affairs Substitute libe



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2016/05/26 Economic impact on Russia of EU sanctions
2016/04/21 Lifting of sanctions against Russia
2015/10/14 VP/HR - the Karl Andree case in Saudi Arabia
2015/09/10 VP/HR - Saudi Arabia's refusal to take in refugees
2015/05/20 VP/HR - Apostasy and the death penalty in Saudi Arabia
2016/10/13 European subsidies for winegrowers
2016/09/27 European grants for port infrastructures and the distortion of competition
2016/09/27 EU subsidies for ghost ports
2016/02/02 WHO proposal on films showing smoking
2015/12/02 Suspension of diplomatic contacts between the European Union and Israel
2015/09/14 Proposal by European Commissioner to adjust welfare
2015/06/09 Commission's initiatives regarding EU citizens' right to vote
2015/04/29 Number of European jihadis travelling to Syria
2015/02/12 European Council proceedings
2015/01/13 European passenger name record
2016/09/06 Revision of EU bovine spongiform encephalopathy measures
2016/02/18 Squandering money and effectiveness of EU funds
2015/12/02 Compulsory anaesthetisation of ritually slaughtered animals
2015/11/26 Revision of Directive 2008/51/EC
2015/08/17 Compulsory language tests for immigrants
2015/07/13 VP/HR - Sousse attacks
2015/06/16 Ban in France of a carcinogenic weedkiller
2015/03/11 Frontex budget
2016/09/27 EU investment in maritime transport
2016/09/27 Data exchange between the Commission and the European Investment Bank
2015/12/02 Labelling of products from Israeli settlements in the occupied territories
2015/05/19 Refugee quotas by Member State
2015/03/17 Consumer information and labelling of meat originating from ritual slaughter
2015/02/10 Counterterrorism and the exchange of confidential information among Member States
2015/02/10 VP/HR - Presidency of the African Union
2016/10/17 Switch between summer and winter time
2015/12/02 Reaction of the French Prime Minister to the refugee crisis in Europe
2015/09/14 Temporary 'war refugee' status
2015/07/14 The closure of Salafi mosques in Europe
2015/04/15 Decreasing use of French in the Commission
2016/01/28 Danish law on the seizure of asylum seekers' assets
2015/07/13 VP/HR - Right of asylum for Julian Assange
2015/04/17 Perversion of the right of asylum
2015/03/26 Explosion in the number of asylum seekers
2017/09/15 Major interpellation - Coordinated efforts at EU level to increase vaccination coverage
2017/04/21 Major interpellation - 2017 Observance of the International Day of the Family: promoting the role of parents in safeguarding good-quality education for their children
2016/07/18 Former Commissioners being paid to advise financial corporations
2015/07/23 Relaxation of the rules governing family reunification
2015/03/26 VP/HR - Fight against racism and preventive measures to promote social inclusion
2015/03/26 VP/HR - Fight against racism and migration flows
2016/01/28 Charter of Fundamental Rights and same-sex marriage
2015/11/25 VP/HR - Human rights violations in Angola
2015/10/14 Trade negotiations with countries which violate human rights
2015/06/24 Espionage and its implications for the TTIP negotiations
2015/06/16 Illegal immigration in Italy and the Dublin agreements
2015/04/16 Turkish negationism and the accession negotiations
2016/04/21 VP/HR - Facebook censorship and arrest of journalists in Egypt
2016/03/15 Cutting social welfare spending if Brexit happens
2015/07/13 UberPop
2015/05/27 VP/HR - Intimidation of journalists in Turkey
2015/03/11 Tanning salons and skin cancer
2015/01/19 Military spending and the Maastricht criteria
2015/01/13 Reform of the Schengen Area
2017/01/31 Relocation of refugees and national selfishness
2016/10/13 Abortion
2015/11/26 Reception of refugees: sorting the genuine from the false
2015/09/14 Obligation for refugees to remain in their assigned host countries
2015/09/10 Sharing the reception of refugees
2015/06/09 VP/HR - Special Representative for persecuted Christians around the world
2015/05/19 National consultation on immigration and terrorism in Hungary
2015/05/05 VP/HR - Australian solution to the issue of refugees
2015/02/24 VP/HR - Nobel Peace Prize winner Liu Xiaobo's imprisonment in China

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