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!


Group of the Greens/European Free Alliance
Ökologisch-Demokratische Partei
Germany
Magic Circle
Human Rights Member droi
Security and Defence Member sede
Foreign Affairs Member afet
International Trade Substitute inta



Keywords Extraction:

Date Title
2017/02/03 International status of Western Sahara under international and EU law
2017/02/03 EU health and food safety inspections in Western Sahara
2017/02/01 International Covenant on Economic, Social and Cultural Rights - governments that allow genetically modified food are violating human rights
2015/04/20 Falun Gong human rights abuses and organ harvesting
2014/12/22 Need for protection of social rights
2017/08/30 VP/HR - Measures to stop refugees from Africa
2017/02/03 Military presence of Morocco in Western Sahara
2017/02/03 Legality of EU fishing in Western Sahara under the EU-Morocco Fisheries Partnership Agreement
2017/02/03 Increased EU fishing in Western Sahara under the EU-Morocco Fisheries Agreement
2017/02/03 EU funding to Moroccan projects in Western Sahara under the EU-Morocco Fisheries Agreement
2017/02/03 EU fishing in Western Sahara waters under the EU-Morocco Fishing Agreement
2017/02/03 Western Sahara and EU-Morocco negotiations on a Deep and Comprehensive Free Trade Area (DCFTA)
2016/02/25 German beer contaminated with glyphosate
2017/02/03 VP/HR - European companies investing in Western Sahara
2017/02/03 Western Sahara and the decision of the European Court of Justice on EU-Morocco relations
2016/11/17 Dolphinaria in the European Union
2016/05/04 Diabetes research
2015/10/07 VP/HR - European Parliament resolution on armed drones
2015/06/02 VP/HR - Israeli military training in the occupied Palestinian territory
2016/10/28 New method for calculating dumping margins after 11 December 2016
2016/02/08 VP/HR - Israel's separation wall in Palestine: legality of EU funding of security firm Elbit
2015/06/02 Islamic State's recruitment activities on social media, with specific regard to Twitter
2016/01/15 Situation in Poland - next steps
2015/12/09 Mass livestock farming: a breeding ground for multi-drug-resistant microbes
2017/08/30 Inception Impact Assessments
2016/01/12 VP/HR - Case of Kamal Foroughi
2015/06/29 VP/HR - Planned and ongoing arms transfers by Member States to Egypt after July 2013 and compliance with the eight criteria of Common Position 2008/944/CFSP and paragraph 8 of Foreign Affairs Council decision of 21 August 2013
2015/04/17 VP/HR - League of Arab States Liaison Office in Malta
2015/02/17 VP/HR - Case of Ahmed Douma and other political prisoners in Egypt
2015/02/16 Illegal trade in Barbary macaques
2015/12/09 Killing of 28 Muslims in Xinjiang, China
2015/10/07 VP/HR - EU policy on the death penalty after targeted killings by UK drones
2015/07/21 Drying up of Lake Urmia
2017/03/28 Global sustainable food production and working animals
2015/04/10 Animals as sentient beings
2016/02/08 VP/HR - Lack of EU reaction to Israel's settlements expansion

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