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: 2017-01-31

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
2016/09/06 VP/HR - imprisonment of members of the opposition in Congo-Brazzaville
2016/04/14 VP/HR - Outcome of elections in Congo (Brazzaville)
2015/10/28 VP/HR - Republic of the Congo
2015/10/07 Republic of the Congo
2016/09/30 Bahamas Leaks and sanctions against Neelie Kroes
2016/01/12 Sexual assaults in Cologne - media censorship
2015/03/03 The 1619 missing Greeks
2015/03/03 The 1 619 missing Greeks
2014/12/16 International corruption
2016/12/05 VP/HR - Cabinda
2016/09/30 Factionalism in the European institutions
2016/09/30 Commissioner Georgieva and funding for George Soros's foundation
2016/02/09 Questionable new roles for former commissioners - conflicts of interest
2015/10/07 Blending of grants and loans in funding development assistance
2015/09/10 EU funding in support of the integration of marginalised communities
2015/03/17 Emergency in Vanuatu in the aftermath of Cyclone Pam and deployment of European aid
2015/01/29 Integration mechanisms for settled nomadic populations
2015/01/15 Calculating deficits and public expenditure - Military expenditure of Community interest
2014/10/07 Commission decision of 1 October 2014
2016/10/13 Retirement of Mr Barroso
2016/06/24 Transport of farm animals to Turkey
2016/03/16 Turkey's accession to the EU
2016/01/25 Export of live animals outside the EU
2015/12/07 Relocation of 400 000 to 500 000 migrants currently in Turkey
2015/11/30 Funds allocated to Turkey to contain migration flows
2015/10/07 MidCat pipeline
2016/10/13 Structural funds for the Languedoc-Roussillon and Midi-Pyrénées regions
2016/06/10 Violent assault on secular values by a migrant in Nice
2016/01/28 ESF Languedoc-Roussillon - sedentary groups that were previously nomadic
2015/09/25 Funds earmarked for countries adjoining Syria
2015/03/17 Consumer information and labelling of meat originating from ritual slaughter
2015/03/17 Use of EU funds to develop airports
2015/01/05 Transparency - Transatlantic Treaty
2014/10/16 EU enlargement
2016/01/13 Catalan independence
2015/09/30 Independence of OLAF
2015/09/16 Commission position on Catalan independence
2015/11/19 National border controls following the Paris attacks
2015/09/02 Regional daily press monopoly in France
2015/05/26 Use of the ESF for pre-financing YEI programmes in France
2015/05/26 Using the ESF to pre-finance Youth Employment Initiative programmes
2015/04/08 The Court of Auditors casts doubt on the Youth Guarantee
2015/03/27 Frontex immigration report for Q3 2014
2015/03/03 Organic farming - ban on mixed farming
2015/01/14 Ban on GMOs
2014/12/10 Agreements in the pharmaceutical industry
2014/11/27 Liberalisation of the Sugar Market
2014/11/27 Tobacco agreements
2016/06/10 Status of countries with a controlled BSE risk: the economic impact
2016/01/28 Refugees and economic migrants
2015/10/15 Council Conclusions of 23 September - Migrants
2015/01/05 Juncker Plan
2016/11/10 Empirical background of CETA - studies
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
2016/06/01 Tax havens and free trade agreement
2015/10/19 Aggressive tax planning and developing countries
2015/07/02 Fight against breast cancer in Europe
2015/05/06 Protecting Europe's heritage
2015/02/27 Alarming rise in deaths from cancer in developing countries
2015/02/05 Lack of indication of country of origin for products entering the EU from third countries
2014/11/27 Unfair taxation in Luxembourg - the 'LuxLeaks' affair
2014/11/14 TTIP free trade agreement between Europe and the United States and risks to European designations of origin

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