Social Sciences & Humanities
Democracy text classification
LLM transfer learning to classify country reports into democracy dimensions.
- fine-tuning
- llm
- transfer learning
- Jupyter Notebook
- Python
Democracy Topic Modelling
Various Jupyter notebooks for topic modelling on democracy texts including BERT and dictionary, keyword-based approaches.
- BERT
- dictionary
- Topic Modelling
- Jupyter Notebook
- Python
Dive
Interactively explore millions of 2D and 3D data points in your browser, without the need to install anything.
- Big data
- Machine learning
- Visualization
- HTML
- JavaScript
- CSS
- + 1
doc2sentences
A python library to split sentence-wise and convert various document formats to CSV format.
- CSV
- python
- + 1
- Rich Text Format
- Python
- Shell
e2e-Dutch
Coreference resolution for Dutch: automatically links references to the same entity in Dutch written texts.
- Machine learning
- Text analysis & natural language processing
- Python
- C++
- Shell
evidence
doc2vec-based assisted close reading with support for abstract concept-based search and context-based search
- Text analysis & natural language processing
- TypeScript
- Go
- Jupyter Notebook
- + 5
Lysander
Find people on Twitter given a small initial set of interesting people.
- Text analysis & natural language processing
- Python
Geoflow visualizer
Visualizes any type of flow between countries. Takes a CSV as input, applies filtering and aggregation (danfojs) to show relations and data in a number of visualizations (d3.js)
- Visualization
- web-based
- JavaScript
- HTML
- CSS
grlc
Builds a web API from SPARQL queries hosted on GitHub to accessing triple store data.
- garlic
- Inter-operability & linked data
- Python
- HTML
- TeX
- + 4
Hadrianus scripts
Scripts that transform cultural heritage relational databases into linked data by using cultural heritage ontologies.
- Inter-operability & linked data
- Shell
- Perl
- Python
jaspProcess
A JASP implementation of the PROCESS macro for SPSS
- Data Analysis
- Statistics
- Visualization
- R
- QML
LitStudy
Explore scientific literature using Python from the comfort of a Jupyter notebook
- Inter-operability & linked data
- Text analysis & natural language processing
- Visualization
- Python
- HTML