Margin of error, confidence level and significance test simplified for analysts with no background in Statistics. Hard data vs. sample data I began my Data Analyst career 7 years ago dealing with hard data: sales figures, number of products, cost of manufacturing, etc. After taking a forced break from the industry and transitioning back into…