by glyph.faisalovers on Noun Project
Insight: A Kibana Visualization Tool for Multidimensional Data Exploration (Master Thesis)
Academic
This thesis addresses the limitations of existing big data visualization tools for non-developers by introducing Insight, a Kibana plugin designed for multidimensional data exploration. As big data tools grow in power but also complexity, Insight offers a user-friendly way to uncover relationships between multiple attributes in Elasticsearch datasets. Built on the principles of the Pareto rule and attribute interconnectivity, Insight enables analysts to efficiently identify key patterns and heavy-hitters without programming expertise. The tool is fully integrated into Kibana’s ecosystem and supports seamless interaction with filters, queries, and time selectors, making it ideal for both standalone exploration and dashboard use. The thesis includes implementation details, component breakdowns, and real-world use cases highlighting Insight’s value over traditional visualization methods.