What's included

• Interactive Dashboard

  An engaging, fully interactive dashboard built using Power BI, Excel, or Python (Streamlit, Plotly, or Matplotlib) showcasing KPIs, business performance, and trends with filters and real time visuals.

• Cleaned & Structured Dataset

  Data cleaning and transformation using Pandas, NumPy, and Metapolib, ensuring high data quality, removing errors, and preparing a structured dataset ready for deep analysis or reporting.

• Data Analysis & Visualization Report

  A detailed data analysis report with charts and insights built using Seaborn, Matplotlib, Plotly, and Power BI visuals highlighting key findings, performance metrics, and recommendations.

• SQL Queries & Database Insights

  Optimized SQL scripts and insights from databases, including joins, aggregations, and performance queries along with documentation to help you reuse and automate reports.

• Automation & Reporting Script

  Step by step project documentation (PDF or Word format) explaining workflow, scripts, and dashboard usage plus after-delivery support for any updates or clarifications.