The weeks including these holidays are weighted five times higher in the evaluation than non-holiday weeks. These markdowns precede prominent holidays, the four largest of all, which are the Super Bowl, Labour Day, Thanksgiving, and Christmas. Walmart runs several promotional markdown events throughout the year. An ideal ML algorithm will predict demand accurately and ingest factors like economic conditions including CPI, Unemployment Index, etc. The business is facing a challenge due to unforeseen demands and runs out of stock some times, due to the inappropriate machine learning algorithm. There are sales data available for 45 stores of Walmart. There are certain events and holidays which impact sales on each day. GitHub - anandjha90/Walmart_Retail_Analysis_Using_R: DESCRIPTION One of the leading retail stores in the US, Walmart, would like to predict the sales and demand accurately.
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