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: 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
2017/07/13 EU-Japan trade agreement
2017/06/28 Trade and the recent Middle East dispute
2017/06/08 Trade with Qatar following the crisis between Qatar and Arab countries
2017/05/30 Driving licences in the UK
2016/12/19 Russia and Armenia creating joint military forces
2016/09/20 MiFID - passporting rights
2016/09/02 Passporting rights of UK banks and financial institutions in the EU
2015/10/07 Mobility provisions in future EU free trade agreements (FTAs)
2015/07/17 Article 50(2)
2015/07/17 Article 50(2) of the Treaty on European Union
2015/04/09 EU administration - future employment
2014/12/17 Turkey and the Transatlantic Trade and Investment Partnership (TTIP) negotiations
2014/12/17 EU Customs Union in trade negotiations
2014/10/02 New Zealand trade agreement
2014/07/28 TTIP
2014/07/28 EU-China Trade Agreement
2017/04/25 CE marking
2015/11/10 Aggregates Levy
2015/10/29 The Aggregates Levy
2015/10/29 Aggregates levy
2015/10/29 Aggregates levy
2015/03/10 Hiring of former Commission staff as consultants
2016/10/26 Access to the EU Single Market
2016/10/26 Access to the EU Single Market
2016/07/05 Access to the EU single market
2016/12/19 Commissioners and civil servants as diplomatic representatives for third countries
2016/12/15 MEPs acting as diplomatic agents for non-EU countries
2016/12/15 MEPs acting as diplomatic agents for non-EU countries
2015/11/16 Afinsa
2015/02/10 Sri Lanka GSP+
2014/11/20 Transaction charges
2014/09/25 Supermarkets
2014/09/15 Implementing and delegated acts per DG
2017/04/03 Gibraltar
2016/09/02 Withdrawal from the EU
2016/05/12 Germany's violation of current account surplus rules
2016/02/23 French property tax
2015/11/10 VAT rates on artwork
2015/04/08 Spanish failure to submit monthly reports regarding Gibraltar
2015/02/11 Free movement into Gibraltar
2015/01/13 Gibraltar, Spain and the Action Protocol establishing guidelines on risk analysis
2015/01/13 Gibraltar - Commission inspection visits
2014/10/30 Standard for power line transmission devices
2014/10/02 Gibraltar
2014/07/11 Fact-finding missions to Gibraltar
2017/05/03 Car rental company
2017/04/03 Merger between BNP Paribas and BNP Wealth Management
2017/04/03 BNP Paribas
2017/04/03 BNP Paribas - Anti-Semitism
2016/05/17 Advertising of cosmetic products
2015/12/02 Turkey - Cohesion funding
2015/10/07 Turkey - Safe third country
2015/02/10 Pre-accession funding for Turkey in view of recent events
2015/01/23 Compliance with Council Framework Decision 2008/909/JHA of 27 November 2008
2014/11/20 Pre-accession funding
2014/09/30 EU funding
2017/06/27 Stress testing by the European Banking Authority
2016/09/13 Macro-Financial Assistance (MFA)
2016/02/02 Number of immigrants - European social models
2015/12/01 Consequences of tiering
2015/12/01 Consequences of tiering
2015/09/02 Number of negative opinions by the Ad hoc Ethical Committee
2015/05/05 Taxpayers' money and Commissioners' entitlements
2015/03/11 Taxpayers' money and Commissioners' entitlements
2015/03/11 Commission's approval process for recruiting former Commissioners
2015/03/11 Transitional allowance paid to former Commissioners
2015/03/10 Commission approval process for employment of former commissioners
2015/02/10 Involvement of European Commissioners in domestic politics
2014/09/15 Number of legislative files adopted
2014/09/15 Number of trilogues per DG
2016/09/02 Remittances
2016/02/11 Tall people - provision of airline seats
2015/07/14 Excise Duty Directive review
2015/07/14 Excise Duty Directive consultation
2014/12/17 Mexico-EU FTA
2014/11/20 Discontinuation of the EU anti-dumping duty
2014/10/02 College of Europe
2016/02/29 Thalidomide
2015/11/13 Migrants and the Schengen Area
2015/09/24 Land mass and distribution of migrants and refugees
2015/09/24 Migrants and Schengen area
2015/09/09 EU migration quotas
2015/05/20 Mediterranean migrant quotas
2014/10/02 Transparency
2014/10/02 Transparency

Share: