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!


Non-attached Members
Popular Association – Golden Dawn
Greece
Magic Circle
Employment and Social Affairs Member empl
Environment, Public Health and Food Safety Substitute envi



Keywords Extraction:

Date Title
2017/02/28 Television censorship and exclusion policies in Greece
2017/01/31 Protection of pregnant workers
2016/11/30 Pensioners on the brink of hunger
2016/11/23 Increase in hospital-acquired infections - serious risk to the public
2016/06/07 Basic supply shortages at the AHEPA Hospital causing operations to be postponed
2016/04/19 Collapse of national primary healthcare network
2015/11/19 Problems regarding the provision of meals in university residences
2015/07/14 Protection of persons with disabilities
2015/06/25 Healthcare for uninsured persons in Greece
2015/06/10 Lack of provision for disabled children in Greece
2015/03/24 Specific Absorption Rate (SAR) of mobile telephone devices
2014/12/09 The quality of hospital equipment in Greece
2017/02/28 Increase in crime in Greece
2017/01/31 Musculoskeletal disorders in the workplace
2016/11/30 Rising number of homeless people in Greece
2016/11/23 Greece in the lead antibiotics consumption in Europe
2016/10/17 Childhood obesity - a time bomb for Greece
2016/09/30 VP/HR - Nuclear test by North Korea
2016/07/06 Infringement of rights of Greek ethnic minority in Himara
2016/05/18 Down Syndrome Association of Greece
2015/11/19 Non-working population in Greece
2015/04/22 Electronic and Electrical Waste
2015/01/06 Infringement of separation of powers in Greece
2014/11/26 Infringement of personal data privacy in Greece
2017/02/02 Deadly H3N2 influenza strain
2016/01/14 Curbing possession of firearms
2015/11/19 Mass exodus of young Greeks abroad
2015/09/02 Provocative rhetoric about grey zones from Ankara
2015/05/29 Provocation in Ukraine
2015/05/06 VP/HR - Politically-motivated murders and suicides in Ukraine
2014/12/09 Persecution of clerics and infringements of their rights
2017/09/26 Unchecked spread of measles
2017/05/11 Diet drinks and their consequences
2016/09/30 State of emergency in affected areas in the Peloponnese and Thessaloniki
2016/05/12 Health threat posed by toxic substances in chocolate
2016/05/12 Health hazard posed by talc in products from a well-known company
2015/05/19 Saudi Arabian attack on ship carrying humanitarian aid
2015/03/03 Destruction of ancient monuments by Islamic State militants
2015/03/03 Destruction of monuments in Saudi Arabia
2015/02/23 VP/HR - Torture and repression of free speech in Saudi Arabia
2014/11/26 Spread of Islamists along the shores of the Mediterranean
2014/10/16 VP/HR - Islamic threat to Saint Catherine's Monastery in Sinai
2014/09/05 Malaysia Airlines flight MH17 investigation
2017/09/27 Environmental disaster for cocoa production
2017/05/11 Dangerous classes of antibiotics for pregnant women
2017/05/11 Unemployment and heart failure
2017/02/28 Climate change in south-eastern Europe
2016/10/04 Unemployment and increased suicide rates in Greece
2016/06/24 Interference by the US in European commercial agreements in Iran
2016/06/07 Cutaneous leishmaniasis is ravaging the Middle East
2016/03/17 Commission reference to FYROM as 'Macedonia'
2015/12/09 Increased olive oil import quotas
2015/12/02 VP/HR - Turkey's unlawful acts of aggression
2015/05/29 Attacks in Nagorno-Karabakh
2015/02/27 VP/HR - Reference to Cypriot villages as 'Turkey' on the European Parliament's website
2017/06/27 Implications of new pharmaceuticals agreement for cancer patients in Greece
2016/11/23 3 700 autistic children receiving no additional support in Greece
2016/07/06 Applications for repatriation with a grant of EUR 500
2016/06/13 Greek NHS departments to close because of summer holidays
2016/01/12 Cancer patients' lives put at risk in Greece
2015/11/19 Children going hungry in Greek kindergartens
2015/09/14 Teaching staff shortages in Greek schools
2015/09/02 46 000 Greek children left without a kindergarten place
2017/01/31 Contracts for special education teachers
2016/09/30 Education of migrants and Greek educational system
2016/09/22 Air pollution from Euro 6-standard diesel vehicles
2016/01/26 Grievous impact of underfunding on education
2016/01/25 Zika virus
2015/10/21 Discrimination against those with special needs
2015/09/04 The plight of higher education institutions in Greece
2015/02/10 Child pornography in EU countries
2015/01/06 Inhumane and uncontrolled transportation of migrants in the Mediterranean
2015/01/06 Perama Shipyard
2017/01/24 Horse-breeding farms
2016/07/15 CO2 Allowances
2015/09/14 Jihadists among illegal immigrants
2015/05/29 Illegal elections in occupied Cyprus and recognition thereof by the Commission
2015/04/23 Illegal immigration gangs
2015/03/24 Illegal animal breeding in the EU
2017/03/01 VP/HR - The activities of SADAT
2015/11/19 Social care for the elderly
2015/06/10 Skopje
2015/05/18 Percentage of births performed by caesarean section
2014/12/09 Situation at the Medical Rehabilitation Centre in Filiatra
2014/11/26 Conditions for the disabled at Lechaina care centre
2017/01/31 Wide use of carcinogenic E171
2016/10/04 Turkish expansionism
2015/03/03 Turkish expansionism
2015/02/23 Turkish support for the Islamic Caliphate

Share: