A retail store that has multiple outlets across the country are facing issues in managing the

inventory $-$ to match the demand with respect to supply. You are a data scientist, who has to

come up with useful insights using the data and make prediction models to forecast the sales for

X number of months$/$years$.$

Dataset Information:

The walmart.csv contains $6435$ rows and $8$ columns.

Feature Name Description

Store Store number

Date Week of Sales

Weekly$\_$Sales Sales for the given store in that week

Holiday$\_$Flag If it is a holiday week

Temperature Temperature on the day of the sale

Fuel$\_$Price Cost of the fuel in the region

CPI Consumer Price Index

Unemployment Unemployment Rate

$1.$ Using the above data, come up with useful insights that can be used by each of

the stores to improve in various areas.

$2.$ Forecast the sales for each store for the next $12$ weeks.