You can use Pandas for data analysis by converting a Python list, a dictionary, or a Numpy array into a pandas data frame. Additionally, it could be used by opening some sort of file such as a CSV file. You could also use Pandas to open a database like a CSV or JSON through a URL or read fro a database.