Random dataframe and database table generator
Random database/dataframe generator
Often, beginners in SQL or data science struggle with the matter of easy access to a large sample database file (.DB or .sqlite) for practicing SQL commands. Would it not be great to have a simple tool or library to generate a large database with multiple tables, filled with data of one’s own choice?
After all, databases break every now and then and it is safest to practice with a randomly generated one 🙂
While it is easy to generate random numbers or simple words for Pandas or dataframe operation learning, it is often non-trivial to generate full data tables with meaningful yet random entries of most commonly encountered fields in the world of database, such as
- name,
- age,
- birthday,
- credit card number,