Interactive Data Insights System for Automated Visualization

The rapid growth of data across various industries has created a demand for tools that can analyze information in a simple and efficient manner. This paper presents the Interactive Data Insights System for Automated Visualization, a web-based tool that allows users to upload Excel-formatted datasets and generate useful graphical outputs, including scatter plots, bar charts, line graphs, pie charts, and histograms. Using Python-based libraries, the system performs data preprocessing and visualization while integrating safe user authentication and administrative monitoring features. The suggested system speeds up decision-making by eliminating the need for manual data handling and specialized technical knowledge. It makes data analysis understandable by transforming unprocessed datasets into understandable insights, making data analysis accessible to users without a technical background.