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Olist is a Brazilian tech & e-commerce company founded in 2015 in Curitiba, Paraná. The dataset collected from Kaggle is full of missing values and mismatched data, a lot of typos. I tried to build a report based on the collected data. I cleaned up much of the data, corrected typos of a millions rows. When I started building the report i did not notice any issue until I want to build some KPIs, then I went back where I pulled the data and found a lot of comments stating how many things miss. Then I said to my self, what if the data were like that, what would it mean for a business.
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Client Note
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