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!


European Conservatives and Reformists Group
Prawo i Sprawiedliwość
Poland
Magic Circle
Security and Defence Chair sede
Foreign Affairs Member afet



Keywords Extraction:

Date Title
2017/07/25 Do new US sanctions against Russia have a real chance of halting the anti-European Nord Stream 2 project?
2017/02/23 VP/HR - Need to move away from 'selective engagement' with Russia
2016/07/13 Practical application of the Seal of Excellence using the ESIF
2015/09/02 Russia: illegal embargo and destruction of food
2015/08/26 VP/HR - Abduction of Estonian national Eston Kohver by Russia
2015/07/24 The Southern Gas Corridor project, the role of Azerbaijan and the destabilising actions of Russia
2015/03/23 Circumvention of the sanctions against Russia
2014/12/17 Sanctions against Russia
2017/01/24 VP/HR - Improved compliance with restrictive measures imposed by the Council on the Russian Federation following the illegal annexation of Crimea and aggression against Ukraine
2016/01/15 Indirect support for terrorism and hate speech from EU funds
2015/12/10 Nordstream pipeline project in the Baltic
2015/08/28 Illicit trafficking in cultural goods to finance terrorist activities
2015/07/17 Support to maintain Tczew's unique bridge
2015/07/13 Plans for new Nord Stream pipelines in the Baltic Sea
2015/06/25 Support for the Odessa-Brody-Gdańsk oil pipeline project
2015/06/25 New lines for the Nord Stream gas pipeline
2014/12/16 VP/HR - the possibility of EU concessions to the Russian Federation
2014/07/23 Possibility of adding the Lugansk People's Republic and the Donetsk People's Republic with their leaders to the EU's banned terrorist organisations list
2017/08/29 VP/HR - Deteriorating human rights situation in Iran
2017/01/31 VP/HR - Resolution 2231 of the UN Security Council, the Iran nuclear deal (JCPOA) and Iran's ballistic missile tests
2016/05/31 VP/HR - Human rights situation in Iran
2015/09/02 VP/HR - Human rights in Kazakhstan
2017/07/25 Nuclear threat of Metsamor Nuclear Power Plant in Armenia
2017/03/28 VP/HR - Abducted and murdered people in occupied Crimea, a case of Ervin Ibragimov
2016/09/23 VP/HR - Illegal elections to the Russian Duma in occupied Crimea
2016/08/30 VP/HR - Compliance with sanctions covering economic relations with occupied Crimea
2016/06/20 On further measures to be taken vis-à-vis the occupied territories of Abkhazia and South Ossetia
2016/06/15 Protection of the facilities and sites of former Nazi concentration and extermination camps (case of Konzentrationslager Mauthausen-Gusen in Austria)
2015/12/16 Comments on the proposed amendments to Directive 91/477/EEC
2015/10/15 Legal basis for EU-Armenia relations
2015/09/30 VP/HR - Relations between the EU and the regime of Viktor Lukashenko
2015/03/17 VP/HR Geographic balance in the personnel of EEAS
2015/02/25 Reduction in the Horizon 2020 budget
2017/09/18 Transparency and control of EU financial assistance to Palestine
2017/09/07 VP/HR - Cooperation on cybersecurity between the EU and Taiwan
2017/07/25 VP/HR - Augustów Roundup - clarification on the biggest crime in post-war Europe prior to the war in Yugoslavia
2017/03/28 Cooperation with Radio Free Europe, TV Biełsat, Radio Racja and European Radio for Belarus
2017/02/23 The importance of EU-Morocco cooperation in the agricultural sector
2016/01/28 VP/HR - Cooperation with Azerbaijan in the area of security
2015/06/26 The acceptance of Romania and Bulgaria into the Schengen Area
2015/01/22 VP/HR - Choosing one's partners in counter-terrorism cooperation
2014/12/09 Future of hotlines for missing children
2017/07/25 VP/HR - EU membership perspectives for Georgia, Ukraine and Moldova
2017/07/25 VP/HR - Russia's creeping occupation of Georgia
2017/01/11 VP/HR - Status of EU-Georgia cooperation, ongoing opposition and the independence of Rustavi-2
2016/05/26 Georgia's visa liberalisation process
2015/10/22 VP/HR - Situation in Georgia in the year leading to the 2016 parliamentary elections
2015/10/15 The state of democracy in Georgia
2014/10/31 VP/HR - Repression of opposition in Georgia
2014/10/14 Attempt to outlaw Memorial
2014/10/10 VP/HR - Democratic opposition in Kazakhstan
2017/01/31 VP/HR - Destruction of cultural heritage in the Russian-occupied Abkhazia region of Georgia
2016/10/31 VP/HR - Use of EU Member State ports by the Russian navy
2016/09/13 Krasnaya Gorka border crossing point on European route E30 blocked for citizens of Member States
2015/07/13 VP/HR - Russian propaganda directed towards the EU
2015/06/25 Observing the clause on the return of the TU 154-M aircraft and its black boxes
2015/06/02 Europeans fighting on the side of pro-Russian terrorists in Eastern Ukraine
2015/04/15 The Russian justice system in light of the cases of Magnitski, the Smoleńsk plane disaster and Nadiya Savchenko
2015/03/17 VP/HR - Action regarding Russian-language media
2014/11/27 Equal opportunities for the Member States' defence industries
2014/11/27 VP/HR - Towards the annexation of Abkhazia and Russian expansion in the Black Sea region
2014/10/31 VP/HR - Russian violation of Minsk protocol
2017/03/15 Major interpellation - Differences in declarations, composition and taste of products in central/eastern and western markets of the EU
2017/02/24 Stratcom and manipulations connected with the OPAL pipeline
2016/11/09 Opposition to the Commission's draft decision to give Gazprom access to greater capacity in the OPAL pipeline and abuse of monopoly position
2016/05/24 Access to energy in Africa
2015/12/08 The need to impose sanctions against entities trading in oil from ISIS
2015/12/07 Russification of the Crimean Peninsula
2015/10/15 Enforcement of Council sanctions against individuals
2015/09/30 VP/HR - Propaganda war and the activities of the East StratCom Team
2015/05/28 VP/HR - Moscow's refusal to allow access to a transit corridor to Afghanistan
2015/04/14 Imposing sanctions on the Night Wolves gang
2015/03/31 VP/HR - Connections between Hamas and ISIS
2017/02/23 EU humanitarian aid and the Syrian Government's policy of extermination and depopulation
2015/07/24 Humanitarian aid for victims of Assad regime and ISIS terrorists
2015/02/25 VP/HR - Future of the Ukraine-EU Association Agreement in the light of the Minsk agreements
2014/11/27 Schengen visas: ensuring that Ukraine's territorial integrity and sovereignty are respected
2014/11/27 TTIP negotiation procedure
2014/11/27 Humanitarian aid for Ukraine
2017/08/24 VP/HR - The situation in Venezuela
2017/02/01 VP/HR - Aggravation of the situation in Donbass
2016/06/30 VP/HR - Tackling terrorism and radicalisation in Pakistan
2015/12/08 European space policy - Strategic partners
2015/05/28 VP/HR - Warming of EU-Belarus relations and the situation of civic society
2015/03/25 VP/HR - Situation of religious minorities in Pakistan
2015/02/02 'EllaOne' medicine
2015/01/29 Compliance of the German provisions on the minimum wage with European law

Share: