Data profiling involves analyzing and summarizing a dataset's characteristics to understand its structure, quality, and content. It is a fundamental building block for other data activities, like cleansing and transformation.
00:00 - Start
00:29 - Use-Cases
01:10 - Data Profiling
01:22 - Data Structure Profiling
01:52 - Data Quality Profiling
03:00 - Data Profiling Process
03:08 - Step 1: Collect Data
03:20 - Step 2: Understand Data Structure
03:27 - Step 3: Explore Data
03:48 - Step 4: Analyze Data Quality
Data Profiling Report Template: https://www.dropbox.com/scl/fi/14nvdvfripoet9zo81lzb/Data-Profiling-Report-Template.docx?rlkey=mq3gawe38vi2f59zx02hrx3cl&st=5jhkf8a1&dl=0
Data Structure Report Template: https://www.dropbox.com/scl/fi/uw5pwkr41rzednnjnxaz6/Data-Structure-Review-Report-Template.docx?rlkey=a0oyydcgkp9sntqb9feq3lage&st=falony4t&dl=0
#datacleaning #datacleansing #datamigration
