Create a toy data set with financials

[AnneSchoenauer]

Dear @kalashsinghal, For the Bundesbank project we need to run all our graphs on financial data. This data is highly sensitive and therefore we need to create a toy version of it. The Toy data would need to have the column: bank_id, company_id, loan_amount, PoD. What is important is that a bank could give multiple loans to different companies and that a company can receive loans from two different banks. An example can be found here.

Here are the following requirements:

• [ ] We use all company_ids from the dataset that come out of the tiltIndicatorAfter package
• [ ] These companies can have loans from one or multiple banks
• [ ] A bank can also give two loans to the same company
• [ ] Let's have 10 banks in total
• [ ] The amount_of total can out of simplicity a number between 0-1000
• [ ] A bank gives a probability_of_default to companies. This Probability of default is between 0-1. Mostly between 0-0.3.
• [ ] If a bank gives to the same company a loan this company has the same probability of default, i.e. a bank only gives one probability of default to one company and not different ones.
• [ ] It can be (and is very likely) that if a company gets two loans from different banks that the probabilty of default differs for the company.

Could you provide such a dataset with the same company_id column that we use in our tilt Toy Datasets? Thanks a lot! Best Anne

[Tilmon]

@AnneSchoenauer until when do you need the data? It's the next task on @kalashsinghal 's list after the wrangling for Bundesbank is done, but would be good to know if you have any specific timeline in mind. Thanks!

[Tilmon]

@kalashsinghal, @Tilmon will share companies_id toyData with you. cc' @AnneSchoenauer