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: 2017-01-31

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
Conservatori e Riformisti
Italy
Magic Circle
Budgetary Control Member cont
Regional Development Substitute regi
Foreign Affairs Substitute afet



Keywords Extraction:

Date Title
2017/01/10 Commission's answers to written questions
2016/11/14 Situation in Italy after the earthquakes
2016/04/29 Distortion of competition in Italian fruit and vegetable sector
2016/04/04 The crisis of the glass industry in Europe
2015/11/04 Dairy sector crisis in Italy
2015/02/12 Crisis in the Italian dairy sector
2015/04/21 Slaughter off the coast of Libya
2015/04/21 VP/HR - Massacre off the coast of Libya
2016/10/04 Critical issues relating to 2007-2013 cohesion policy programming in Italy
2016/10/04 Critical issues relating to 2014-2020 cohesion policy programming in Italy
2016/10/04 State aid in cohesion policy
2015/03/27 2007-2013 cohesion policy delays in Italy
2016/07/05 Repeal of Article 5 of Implementing Decision (EU) 2015/789
2016/03/14 Migration: shift to Adriatic route
2015/10/02 Vine-growing sector:
2015/03/10 Amendments to legislation on cooperative banks
2015/03/03 High-speed railway lines on the Adriatic coast
2015/12/14 Increased terrorism threat
2015/09/28 Vine nurseries: Xylella fastidiosa emergency and spread of the bacterium
2015/02/12 The Xylella fastidiosa crisis
2016/05/24 Natural disaster in the province of Bari
2016/03/18 Structural Reform Support Programme (SRSP)
2015/12/17 Public contracts and regional policy
2015/12/01 The 'Fish War' in the Sicilian Channel
2015/09/23 Delays in approval of rural development programme for Apulia
2015/02/11 Reclamation of a former NATO base
2016/12/13 Further details regarding Commission answer to question E-007571/16
2016/12/05 Further details concerning the reply to question E-007572/2016
2016/04/27 Citrus black spot and controls on imports of citrus fruit
2016/04/11 Expiry date on olive oil labels
2015/09/23 Tunisian olive oil imports
2015/02/11 Recent collapse in Pompei
2016/06/24 The Juncker Plan and the European Fund for Strategic Investments (EFSI)
2016/05/09 Visa exemption for Turkish citizens
2016/08/01 Influence of traffic-light food labelling on consumers' choices
2015/03/03 The ILVA steelworks in Taranto
2015/02/11 Food waste
2014/10/09 Consequences of Russian embargo on EU producers in the agri-food sector
2016/02/29 Falling wheat prices and protection of local production
2015/03/03 Programming of funds for the 2014-20 period
2014/10/28 Taxation on financial returns from occupational pension funds

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