Record Details

Replication Data for: Where the wind blows: Five Star Movement’s populism, direct democracy and ideological flexibility

Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)

View Archive Info
 
 
Field Value
 
Title Replication Data for: Where the wind blows: Five Star Movement’s populism, direct democracy and ideological flexibility
 
Identifier https://doi.org/10.7910/DVN/E05GUN
 
Creator Manucci, Luca
 
Publisher Harvard Dataverse
 
Description This dataset includes the corpus of online articles on which the paper is based.
In detail, the files provided are:

1) the full blog data that was downloaded and structured
(BG_BLOG_till2015_11_wTOPICS.enum.xml)
2) the full blog data that was downloaded and structured; additionally,
all the texts are parsed and the parses are saved in the XML file.
(BG_BLOG_till2015_11_wTOPICS.enum_spacy_parsed.xml)
3) a list of labels (categories) and corpus_IDs which refer to the content
labelled as being an example of this category. On this data we train the
nearest centroid classifier.
(labels_7cat_articles_numbers_only.txt)
4) same as the list before but with less labelled data (96 articles; like
in the paper)
(labels_7cat_articles_numbers_only_reduced96.txt)
5) a python script which replicates the results for the evaluation of
the nearest centroid classifier, using 5-fold cross-validation and addi-
tionally a leave-one-out evaluation for accuracy as well.
(nearest_centroid_eval.py)
 
Subject Social Sciences
Five Star Movement
Corpus
 
Contributor Manucci, Luca