Data simulator to simulate data from your datasets. The goal is to avoid transmitting privacy-sensitive data to your analysis team.
Exposure of sensitive and private data to analysis can be problematic if it is not controlled. With this software, you can generate similar datasets without compromising real data. The data here is simulated, with similar characteristics but in essence, it is dummy data.
Previous to this simulation, it is suggested that you run an encryption algorithm and store the encryption matrix, for example, for text variables. This would provide an even higher grade of scrambling for your data.
This product permits the following:
- Download .CSV and .RData (“df.sim” stored) files of simulated variables
- The variables maintain the same names
- The data changes considering co-variance between variables, not independently
- The data is similar considering the type of original variable values