I was trying to replicate the last chapter of data science course provided by Neoj online training academy on my dataset of companies incorporated in the UK.
I am trying to predict possible future links between the companies. The exercise provided in the course did that with the dataset of authors and the possibility of future collaborations.
Since the exercise in the course made use of date property to split the data, I was trying to replicate the same.
Initially, I thought I would try and identify the companies with common addresses and create a relationship on the basis of that and use the incorporation data to split the dataset. However, I have been struggling with the cypher queries which would help in developing a link prediction for companies.
Any guidance/ help on how can I do it would be much appreciated.
My dataset mainly comprises of list of companies which were incorporated and were involved in cases of corruption.