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Knowing when to restructure or recycle data presents limitations to the average data analyst. Using old data to deliver new insights or solutions to problems pleases clients and leaves them satisfied. When someone restructures their data, they can provide new data that is narrowed in scope and can be used to tackle specific problems. Recycling data is similar to restructured data, except it’s unnecessary to follow through with the restructuring process. When departments want to use data to aid them in achieving their goals, reusing existing data can make a world of difference.