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.
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!
International Trade | Member | inta |
Economic and Monetary Affairs | Substitute | econ |
Date | Title |
---|---|
2015/12/18 | Transparency in relation to anti-dumping measuresThe Hamburg Chamber of Commerce compiles lists of products which are the subject of anti-dumping measures. |
2015/10/01 | PCE/PEC - financing of anti-TTIP campaigns |
2015/09/30 | Financing of anti-TTIP campaigns |
2016/04/07 | Regulation 2016/60 |
2015/09/30 | Volkswagen - discrimination in comparison with US car manufacturers |
2015/12/17 | Commission staff |
2015/06/29 | Valuation of Greece's sovereign debt |
2015/03/30 | Real exchange rates in the EU |
2016/09/14 | Results of the EBA stress tests |
2016/09/14 | Results of the EBA stress tests |
2015/09/09 | TTIP and trading of used software licences |
2016/05/24 | TTIP - Certification of turbines |
2015/12/22 | Currency risks and investment protection in the context of TTIP and CETA |
2015/11/24 | 90% growth outside the Euro zone |