What are the main pain points when you work with big datasets?

Hi there! Please, share issues that irritate you mostly when you need to analyze big data throughout all your path (starting from loading it, choosing a platform, data size, visualization tools, etc.). We are working on a new product now and will appreciate your thoughts.