Milkify Shipping Cost Dashboard v4 incoming sender-state view

Cost-driver deep dive across label type (return vs outbound), service, weight, dimensions, geography, and transit. Billable weight = max(actual, L×W×H ÷ 160) shown to 0.1 lb. Click any outlier row for shipment-level detail including tracking number and sender ZIP.

Daily spend by label type

Stacked bars; y is total charge in USD. Use this to spot return-driven spend spikes vs outbound steady-state.

Fee composition

Sum of base, residential, fuel, DAS, and other fees for the current filter set.

Cost per calc lb over time

7-day rolling average $/lb, split by label type. Smooths daily noise to expose the true unit-cost trend.

Daily shipment count by label type

Stacked counts; x is ship date.

Service mix — spend split by label type

100% stacked; share of spend within each service that comes from outbound vs return labels.

Service economics

Avg cost / shipment (left axis) and avg cost / calc lb (right axis) per service. Bars are independent — read each axis separately.

Incoming Next Day Air spend by sender state

Forced cohort: Return labels on Next Day AM service, grouped by sender ZIP-derived state. This answers which origin states account for incoming spend.

Incoming Next Day Air avg package cost by sender state

Same forced cohort and sender-state grouping; color is average total charge per package. Hover shows spend and shipment count denominator.

Weight-band volume by label

Shipment count per calc-billable-weight band, stacked by label type.

Avg $/lb by weight band

Avg cost per calc lb within each weight band. Smaller packages are typically pricier per pound.

Dim weight drives billing — % of shipments

Share of rows where dimensional weight at factor 160 exceeds actual weight, by weight band and label type.

Cost vs calc billable weight

Each dot is a shipment. Color = label type. Hover for tracking, service, ZIP3, and weight breakdown.

Distribution of cost per calc lb

Histogram of $/lb split by label type. Long right tails are where cost-per-pound outliers live.

Transit-day distribution by service

Counts of shipments per transit-day bucket, grouped by service.

Fee mix by service (% of spend)

100% stacked: how much of each service's spend goes to base vs residential vs fuel vs DAS vs other.

Dim-band volume by label

Shipment count by max-side dimension band, stacked by label type.

Invoice-level spend

Spend per PeriShip invoice date. Useful for reconciling against billing reports.

Outlier shipment table — clickable

Top 100 shipments for the chosen sort. Click a row to populate full shipment detail below (including tracking number and sender ZIP).

Selected shipment details

Click an outlier row above.