An Augmented Dataset of Unicorn Companies and their Graph Visualizations

Firstly, the repository includes a tabular dataset of unicorn companies around the world, which is originally obtained from a Kaggle repository with CC0 license (https://www.kaggle.com/datasets/deepcontractor/unicorn-companies-dataset). The source tabular dataset was then methodologically enriched with additional data for missing cells, and represented in a format that can be read into yEd graph analytics software (http://www.yworks.com/products/yed). The steps are described in the paper and the presentation.
Secondly, the repository includes multiple yEd-readable *.graphml files, that were constructed using various layout algorithms.
Thirdly, the repository includes a zip file that contains the Full Supplement to the paper. This zip file contains the dataset, graphml files, the presentation of the research, zoomable complete graphs as pdf files, a graphml drawing of the applied graph analysis methodology, and a 30+ page Supplement document.
The 30+ page Supplement document (within the Full Supplement zip file) contains 50+ references, steps of the methodology (including the steps to produce the data), settings and parameters for the
graph layout algorithms, and additional analyses that present a spectrum of different types of insights that can be derived from the data.