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!


Non-attached Members
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Hungary
Magic Circle
Industry, Research and Energy Member itre
Foreign Affairs Substitute afet



Keywords Extraction:

Date Title
2017/11/20 Child labour exploitation by coffee and cocoa corporations
2017/06/08 Decomposition of polyethylene by a larva
2017/06/08 False information phenomenon
2016/12/09 Increase in food waste as a result of plastic containers
2015/01/27 Does food have a healing effect?
2014/12/09 Serious health risk from energy-saving light bulbs
2014/09/03 Excise duty on tobacco leaves
2015/07/02 Progress made in the implementation of the Recommendation on a Quality Framework for Traineeships
2015/06/24 Traineeship remuneration: situation in Hungary
2015/06/18 Hospital healthcare in Hungary
2014/12/09 Ukraine preparing for Chernobyl 2.0
2017/06/08 Palm oil
2016/02/19 Application for Erasmus Mundus programmes
2014/11/20 Youth unemployment programmes
2018/02/01 Data on migrants
2018/02/01 Data on migrants
2015/06/24 Hungarian language
2017/06/08 Second life for precious metals
2015/05/21 Unrefrigerated milk
2015/05/21 New Commission working methods and secondary legislation
2015/02/26 Ambrosia artemisiifolia
2018/02/01 Geneva Convention of 1949
2017/03/28 Violation of the transparency principle and the right of access to documents
2015/09/16 Use and granting of 'Internationalisation Vouchers'
2015/01/30 Terrorist threat from Association Agreement country
2014/09/26 Road lighting
2016/12/09 Sugar-rich drinks and sweets in schools
2016/04/27 Microbeads
2014/12/09 Anomalies in standard contract terms
2017/06/08 European database
2017/03/27 Pesticides
2016/12/09 Plastic packaging of fruit and vegetables
2016/04/21 Organic products and the use of antibiotics
2015/05/21 Aluminium-based products
2015/02/26 Bogus organic products in the USA
2016/12/09 'BIO' label
2015/09/16 ilmiolibro.it, a service only for people resident in Italy
2015/01/30 Nothing matters if it doesn't affect you
2015/01/27 Heracleum sosnowskyi (Sosnowsky's hogweed)

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