Database and Data Framework
Database is place where you store data collection. You can manipulate data by DML statement and some statements can be more difficult (like pivots or functions). Data framework is tool to make your computations, pivots and other manipulating much more easier (for example with drag and drop option).
I am interesting in building databases and have been reading about SQL engines and Pandas framework, and how they interact, but am still confused about the difference between a database and a data framework.
I wonder if somebody could point me to links which clarify the distinction between them, and which is the best starting point for a data analysis project.