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!

Keywords Extraction:

Date Title
2017/09/01 VP/HR - EU support for democracy and human rights in Bangladesh
2017/07/14 VP/HR - EU support to human rights NGOs in Israeli-occupied Golan
2015/12/07 VP/HR - Asset recovery in Tunisia, Egypt and Libya: state of play
2015/07/02 VP/HR - GCC-EU human rights cooperation
2015/05/28 VP/HR - Human rights abuses in Bangladesh
2015/03/12 Tribal people's rights
2015/03/03 Tunisia-EU counter-terrorism cooperation and human rights
2014/12/09 VP/HR - Human rights of Bedouins in Israel and the West Bank
2018/01/18 VP/HR - Italian arms exports to Saudi Arabia
2017/01/19 VP/HR - Egypt: The case of Ramy El-Sayed
2015/12/01 VP/HR - EU-Saudi Arabia relationship
2015/02/17 VP/HR - Case of Ahmed Douma and other political prisoners in Egypt
2014/11/13 VP/HR - The case of Souad Al-Shammary in Saudi Arabia
2014/09/30 VP/HR - Case of Raif Badawi in Saudi Arabia
2017/05/31 Impact of Brexit on Scotland's Protected Geographic Indications (PGIs)
2017/02/09 Consequences of UK leaving Euratom
2016/09/16 VP/HR - EU position on UK concealment of torture allegations in Bahrain
2016/03/15 VP/HR - Lack of independence and efficacy of UK-funded bodies against torture in Bahrain
2016/02/29 VP/HR - Bahrain's detention of Khalil Al-Halwachi
2015/11/11 UK Renewable Energy Targets 2020
2015/10/07 VP/HR - European Parliament resolution on armed drones
2015/10/07 VP/HR - EU policy on the death penalty after targeted killings by UK drones
2015/06/15 VP/HR - Bases for European drones in North-African countries
2015/03/12 Harmonisation of electricity markets
2015/02/27 Electricity surcharge in the north of Scotland
2015/02/06 Standardisation of airline hand baggage allowances
2014/11/10 VP/HR - Steps taken by the Vice-President / High Representative following Parliament's resolution on drones
2017/02/03 International status of Western Sahara under international and EU law
2017/02/03 EU fishing in Western Sahara waters under the EU-Morocco Fishing Agreement
2017/02/03 EU health and food safety inspections in Western Sahara
2017/01/13 Future status of British Sovereign Base Areas in Cyprus
2015/07/21 Microsoft Windows 10 and EU law
2015/02/06 VP/HR - EU actions to protect natural resources of Western Sahara from illegal exploitation
2014/12/18 Status of the TISA (Trade in Services Agreement) negotiations
2014/12/10 VP/HR - Self-determination and statehood in Western Sahara
2014/09/02 Transatlantic Trade and Investment Partnership and the National Health Service
2016/05/02 VP/HR - EU efforts to protect UK citizens unjustly detained in Iran
2015/11/25 Merger - SABMiller and AB InBev
2015/06/18 EU alcohol strategy
2015/06/11 Island air fares
2015/06/09 Birds and Habitats Directives
2015/04/17 VP/HR - League of Arab States Liaison Office in Malta
2015/01/26 Family migration to the UK from non-EEA countries
2014/11/13 Discrimination against non-Croatian EU citizens in Croatia
2014/11/04 VP/HR - EU strategy towards Iran
2014/07/25 EEA Family Permits
2018/03/19 VP/HR - Syrian security official in Italy despite EU sanctions
2017/03/22 VP/HR - EU-Egypt Association Council: promoting a plural, independent and free civil society
2016/05/25 EU funding for the European Union Youth Orchestra
2016/02/18 Right of residence
2016/02/08 VP/HR - Israel's separation wall in Palestine: legality of EU funding of security firm Elbit
2015/10/21 Compatibility of UK Trade Union Bill with EU standards
2015/07/16 VP/HR - Israeli Knesset bill restricting the independence of civil society
2015/03/13 VP/HR - EU-ICC Action Plan: monitoring of investigations conducted by Israel and Palestine
2015/02/03 EU response to illegal annexations in Ukraine and Palestine
2015/01/27 EU emergency response to Malawi floods
2014/11/10 EU funding of drones research for civilian and military use
2015/06/29 Industrially processed trans fatty acids (IPTFA)
2015/06/03 Industrially produced trans fatty acids (ITFAs) in food
2015/03/12 EU ratification of the Council of Europe Convention on preventing and combating violence against women (the Istanbul Convention)
2014/11/06 Unfair trading practices (UTPs) in the business-to-business food supply chain
2017/12/12 Plastic waste and recycling in the EU
2016/11/07 EU inquiry into UK assurances given to Nissan to secure investments after the EU referendum
2016/02/12 VP/HR - Reaction to Israel's destruction of development projects funded by the UK, Denmark and the EU
2016/02/08 VP/HR - Lack of EU reaction to Israel's settlements expansion
2015/05/05 VP/HR - Inquiry into alleged war crimes in Israel's 2014 war in Gaza
2015/04/28 VP/HR - Northern Gaza's EU-funded sewage project destroyed during latest Israel-Gaza war
2015/04/09 VP/HR - Prosecution of war crimes in Syria
2017/10/05 Legality of UEFA football clubs in Israeli settlements
2016/04/04 Meat labelling
2016/01/18 VP/HR - Evictions of Palestinian families by Israeli settlers in East Jerusalem
2015/05/21 Right to strike
2015/04/17 VP/HR - Israeli settlers using Palestinian child labour for EU exports
2014/10/16 VP/HR - Destruction of EU projects in the Occupied Palestinian Territories
2014/10/09 Transmissible spongiform encephalopathy and list of specified risk material in ruminants
2014/10/09 VP/HR - EU-wide labelling guidelines on products from Israeli settlements in Occupied Palestinian Territories
2017/12/13 VP/HR - Situation in the Kurdistan Region of Iraq
2015/09/08 VP/HR - Drone strikes
2015/07/02 VP/HR - The case of President Omar al-Bashir before the International Criminal Court
2014/10/09 VP/HR - The EU, Palestine and the International Criminal Court