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!


Group of the Greens/European Free Alliance
Socialistisk Folkeparti
Denmark
Magic Circle
Petitions Member peti
Environment, Public Health and Food Safety Member envi



Keywords Extraction:

Date Title
2018/03/01 Restrictions on wood-burning stoves to curb air pollution
2016/05/31 EMA adaptive pathways and PRIME scheme
2017/08/31 Procurement and state aid rules
2015/06/02 VP/HR - Israeli military training in the occupied Palestinian territory
2014/09/08 Spread of the swine bacterium MRSA-CC398 in European pig herds
2016/05/26 Danish public service obligation (PSO) system
2014/09/23 Ongoing investigation into the Danish public service obligation for financing renewable energy
2016/10/31 Requirements for ship recycling facilities
2016/06/15 Cancellation of conference on future-proof nature policy
2016/05/26 EU ban on plastic microbeads in cosmetics
2014/11/05 Ban on microplastics in the EU
2017/11/23 Glyphosate residues and imports
2017/10/26 'Environmental room for manoeuvre'
2017/08/31 Aviation safety
2017/06/08 Criteria used to assess the self-regulatory approach on the labelling of alcoholic beverages
2016/11/17 VP/HR - EEAS statements on the occupation of Gaza
2016/04/08 Compliance of EU-Turkey deal with the non-refoulement principle
2015/07/09 Compliance by Denmark with EU environmental legislation
2018/05/25 VP/HR - Follow-up on the Council's conclusions on Myanmar of 26 February 2018 and its decision 2018/655
2014/10/03 Discounting weight of batteries when assessing total weight of electric goods vehicles in the EU
2018/06/18 Natura 2000
2018/02/06 Natura 2000
2018/02/06 Lost fishing gear
2017/06/29 Member States' compliance with the Aichi biodiversity targets
2016/03/01 Commission's response to Parliament's strategic initiative report on biodiversity
2016/02/29 Denmark's exemptions from measures relating to agriculture
2016/01/15 Situation in Poland - next steps
2016/05/31 Pharmaceutical industry and TTIP
2015/02/17 VP/HR - Case of Ahmed Douma and other political prisoners in Egypt
2016/07/14 Violation of Birds and Habitats Directive
2016/05/03 Breach of the Birds and Habitats Directives

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