How to converge all (most relevant) tables into a single dataframe?

[Gilad Shtern]

Hi,
I'd like to integrate with Qlik. However, JIRA has many
separate tables instead of a single dataframe with most valuable data.
What is the best practice to convert all tables into a single dataframe?
Kindly,
Gilad