KPI Dashboard for Business Operations

    Python analytics dashboard with KPI strips, trend charts, and multi-bar visualizations — designed for operations teams who need a daily business snapshot.

    At-a-glance business healthAutomated daily snapshotsPeriod-over-period trendsNo analyst dependency
    Decision InfrastructureAnalyticsOps Visibility

    Overview

    A dashboard built for operations teams who need to check business health every morning without digging through spreadsheets or waiting for a BI team to build reports.

    What It Shows

    KPI strip cards with current values and period-over-period change. Trend charts showing directional movement. Multi-bar charts for comparative analysis across business units or time periods.

    Why Custom-Built

    Off-the-shelf BI tools require SQL knowledge or analyst support for every new view. This dashboard is opinionated — it shows exactly what the ops team decided matters, updated automatically, with no query writing required.

    Tech Stack

    PythonData Visualization
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