Exploratory Data Analysis (EDA)
High-level business demand trends, weekly seasonality, store rankings, and product performance.
Total Historical Units
125,420
Aggregated sales volume
Historical Descriptive Revenue*
$2,480,500
*Descriptive past metric only
Average Daily Demand
118 units
Per store/product series
Demand Volatility
14.2%
Standard deviation / mean
Macro Demand Trend Over Time
Aggregated historical demand trajectory
Day-of-Week Seasonality Pattern
Weekly demand distribution
Store Ranking & Growth
Store 17194,200 units
↑ +18.4%Store 12181,400 units
↑ +12.1%Store 0398,100 units
↓ -4.2%Product Ranking & Category
Product A120,400 units (Electronics)
+22.1%Product B98,200 units (Home)
+11.3%Product C72,100 units (Grocery)
-2.1%