Cees RoeleCreating Multi Page Applications in Django with ReactHow to integrate React components into a Multi Page Application on the basis of the Django template system.11 min read·Aug 21, 2023----
Cees RoeleStyling complex values in a dataframeDisplaying one value styled using a second value in a pandas dataframe7 min read·Oct 26, 2022----
Cees RoeleA Term Score Matrix for BERTopicAn improved visualisation of term scores for topics with BERTopic6 min read·Oct 25, 2022--1--1
Cees RoeleDisinformation Topics over TimeVisualising the development of topics over time in the EUvsDisinfo database11 min read·Oct 20, 2022----
Cees RoeleDisplaying SpaCy SpansAfter a brief introduction to spans in spaCy this article shows how to overcome issues with colours and alignment when displaying spans.5 min read·Sep 12, 2022--2--2
Cees RoeleDetecting Persuasion with spaCyCreating a spaCy pipeline with a SpanCategorizer to detect and classify spans in which persuasion techniques are used in a text.10 min read·Jun 7, 2022----
Cees RoeleCustom evaluation of spans in spaCyCreating and packaging a custom evaluation method for spans in spaCy.8 min read·May 6, 2022--2--2
Cees RoeleDetecting Toxic Spans with spaCyUsing spaCy SpanCategorizer to detect toxic language based on a well-researched dataset. Focus on spaCy training and configuration.8 min read·Apr 9, 2022--1--1
Cees RoeleExploring “disinformation” at EUvsDisinfoThe European Union has published over fourteen thousand articles on “disinformation”. Let’s explore how “disinformation” is used by the EU.21 min read·Mar 18, 2022----
Cees RoeleinRiga Data Science ClubThe Super-Impatient’s Guide to Getting Started with Bort“We tested Bort on 23 NLU tasks, and on 20 of them, it improved on BERT’s performance — by 31% in one case — even though it’s 16% the size…4 min read·Feb 4, 2021----