# Dashboard

The solution includes a **Supplier Analysis** dashboard with two pages designed for quick, business-friendly monitoring of **spend exposure** and **delivery risk/performance**.

## Page 1 — Supplier Spend Analysis

This page helps procurement teams understand **where money is spent** and how spend is distributed across suppliers and price ranges.

Main views:
- **Overall Spend per Supplier** (donut): highlights spend concentration and top suppliers.
- **Spend by Supplier** (bar chart): compares suppliers side by side on total/average transaction cost.
- **Spend Distribution by Supplier** (histogram/box-style distributions): shows how unit prices vary overall and per supplier (useful to spot outliers and pricing spread).

## Page 2 — Supplier performance Scorecard

This page focuses on **open-order delay risk** and the drivers behind predicted delays, to support prioritization and mitigation.

Main views:
- **% of open orders predicted to be delayed** (donut): quick snapshot of current risk across open orders.
- **Most Important Features for Delay Prediction** (feature importance): shows which fields contribute most to the model’s predictions.
- **Delay by suppliers (sorted by volume)**: highlights which suppliers contribute most to delay exposure.
- **Top suppliers with predicted delays** and **Delays by parts**: helps pinpoint where predicted delays are concentrated (supplier/part level).

