Active Cross-Filter:(Click chart element again or Reset to clear)
Total Sales
—
Selected period
Flip for insights
Enterprise Revenue
Total Gross Sales
Cumulative revenue generated across all filtered stores and operating weeks.
Business Impact: Primary executive indicator for enterprise sales volume and growth targets.
Average Weekly Sales
—
Average per store-week record
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Store Benchmark
Weekly Sales Velocity
Average revenue produced by an active store location in a single operational week.
Business Impact: Normalizes comparison across periods and networks of varying store counts.
Top Performing Store
—
Ranked by total sales
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Fleet Leader
Flagship Location
Store unit logging the highest aggregate revenue in the selected timeframe.
Business Impact: Benchmark store for merchandising, inventory turnover, and staff productivity.
Active Stores
—
Stores in selected data
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Network Scope
Retail Network Size
Count of distinct physical store units reporting sales in this selection.
Business Impact: Confirms sample representation and retail reach across regional markets.
Sales Trend
Performance across time
Top 10 Stores
By total revenue
Store ranking
Holiday Impact
Holiday vs regular sales share
+7.5%Holiday Uplift
Monthly Seasonality
Average sales per store-week by month
Across years
Sales Decomposition Tree
Explore the contribution of each store, period and holiday week.
Analyze: Total sales
Choose a breakdown, then select a branch to explore further. Scroll across for more levels. All dashboard filters apply.
Load data to explore sales.
Key Business Insights
Automatically generated from the filtered records
Live insights
Load data to calculate insights.
Year, month and holiday filters apply. The store is selected here.
Store Sales
—
Selected records
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Unit Revenue
Total Unit Sales
Cumulative revenue generated by the selected store across the filtered period.
Business Impact: Evaluates overall financial throughput and annual target attainment for this store.
Average Weekly Sales
—
Per store-week record
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Unit Run-Rate
Weekly Store Pace
Typical weekly sales revenue delivered by this store across its operating weeks.
Business Impact: Smooths out weekly demand volatility to evaluate baseline store revenue velocity.
Store Rank
—
Among stores in the same period
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Competitive Rank
Peer Group Standing
Rank position of this store relative to all other active retail units in the network.
Business Impact: Highlights top-quartile leaders vs locations requiring targeted merchandise support.
Best Week
—
Highest weekly sales
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Peak Capacity
All-Time Peak Week
Single highest weekly sales volume achieved by this store in historical records.
Business Impact: Illustrates maximum store volume throughput during high-demand retail surges.
Store Sales Trend
Total sales by selected period
Weekly Sales Benchmark
Selected store vs all stores in the same period
Monthly Store Performance
Chronological totals and record coverage
Choose Stores to Compare
Select stores to compare. Year, month and holiday filters apply to every store.
Sales Over Time
A separate line for each selected store
Total Sales Comparison
Revenue within the selected filters
Store Comparison Summary
Performance breakdown of selected stores
Changes compare with the immediately preceding calendar period. Missing periods show no change value.
Latest Period Sales
—
Selected period
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Current Horizon
Recent Period Volume
Gross sales booked in the most recent closed calendar interval under evaluation.
Business Impact: Provides executive visibility into ongoing sales run-rate and immediate momentum.
Previous Period Sales
—
Previous calendar period
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Prior Benchmark
Preceding Base Sales
Total sales logged during the immediately preceding period of identical duration.
Business Impact: Establishes sequential comparative baseline for periodic growth analysis.
Sales Change
—
Compared with previous period
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Growth Delta
Period Growth Rate
Percentage and absolute dollar variance between the latest and prior period.
Business Impact: Key directional KPI signaling whether sales demand is expanding or contracting.
Periods in Selection
0
With available sales records
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Sample Scope
Timeline Intervals
Count of distinct calendar intervals included in current trend calculation.
Business Impact: Confirms sample historical depth and prevents false growth signals from short windows.
Sales by Period
Totals reflect available records; partial periods may contain fewer weeks.
Period Comparison
Sales, growth and coverage for every selected period
Compare average store-week sales to account for different numbers of records.
Holiday Weekly Average
—
Holiday records
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Peak Surge
Holiday Sales Velocity
Mean weekly sales achieved during officially recognized national retail promotional weeks.
Business Impact: Quantifies peak operational surge capacity needed for distribution logistics and staffing.
Regular Weekly Average
—
Regular records
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Baseline Velocity
Standard Week Velocity
Average weekly revenue generated across standard, non-holiday operational weeks.
Business Impact: Reflects steady-state customer footfall and staple item replenishment requirements.
Holiday Difference
—
Relative to regular-week average
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Event Elasticity
Holiday Sales Lift
Relative percentage uplift in store sales produced by holiday promotional periods.
Business Impact: Primary parameter for promotional ROI modeling and holiday inventory pre-stocking.
Strongest Month
—
By average store-week sales
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Calendar Apex
Peak Calendar Month
The specific calendar month recording the highest average weekly sales across years.
Business Impact: Typically December due to festive gift-buying; guides yearly marketing budget pacing.
Monthly Sales Pattern
Average store-week sales by calendar month
Holiday Comparison by Year
Average sales per store-week
Calendar Month Summary
Across all selected years
Analyze how macroeconomic variables relate to sales performance. Correlation describes association, not causation.
Average Factor Value
—
Selected factor
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Macro Climate
Mean Factor Level
Arithmetic mean of the chosen macroeconomic variable across filtered store-weeks.
Business Impact: Establishes the prevailing economic environment (fuel, CPI, temp, unemployment).
Sales Correlation
—
Pearson r, from −1 to +1
Flip for insights
Elasticity Index
Pearson Correlation
Statistical linear relationship between the economic factor and store sales volume.
Business Impact: Near 0 denotes sales resilience; ±0.5 indicates marked macro sensitivity.
Valid Records
0
With a numeric factor value
Flip for insights
Data Integrity
Sample Population
Total store-week records with valid, verified numeric values for the selected factor.
Business Impact: Guarantees analytical sample size is robust and free from missing-variable bias.
Average Weekly Sales
—
For these valid records
Flip for insights
Cohort Revenue
Cohort Weekly Sales
Average store revenue per week calculated specifically over the valid economic cohort.
Business Impact: Provides baseline dollar scale against which economic sensitivity is calibrated.
Factor vs Weekly Sales Trend
Average sales progression and regression trendline across factor intervals
Average Sales by Factor Range
Up to 8 equal-width ranges; empty ranges have no value
Factor Range Summary
Sample sizes and average sales for each range
Sales Records
Load data to explore records.
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CSV export includes all matching rows across every page, using the current filters, search and sort order.
Demo mode uses simulated data, not Walmart actual results. Currency is shown in USD. The dashboard processes uploaded CSV files locally in your browser. Walmart name/logo belong to their respective owner.