influxestimated

InfluxEstimated is an open-source, lightweight web application designed to provide real-time analytics and visualization for time-series data. It is built on modern web technologies, including JavaScript and WebAssembly, and is intended to offer a scalable alternative to traditional time-series databases like InfluxDB for users who need lightweight, client-side processing.

The tool is particularly useful for developers and data analysts who require quick insights without the overhead of setting up a full-fledged backend infrastructure. InfluxEstimated allows users to upload CSV or JSON files containing time-series data, which are then processed and visualized in real-time using interactive charts. It supports various chart types, including line graphs, bar charts, and area plots, with customizable axes, legends, and tooltips for enhanced readability.

One of its key features is its ability to handle large datasets efficiently through WebAssembly, which enables fast computations without significant performance degradation. The application also includes basic query capabilities, allowing users to filter, aggregate, and analyze data directly in the browser. While it lacks some advanced functionalities found in dedicated time-series databases, such as long-term storage or complex event processing, it excels in simplicity and ease of use for ad-hoc analysis.

InfluxEstimated is released under an open-source license, making it freely available for personal and commercial use. The project is maintained by a small community of developers, with contributions welcome via its public repository. It is often used in educational settings, startups, or scenarios where minimal setup and rapid prototyping are priorities. For users requiring persistent storage or enterprise-grade features, pairing InfluxEstimated with a backend database like InfluxDB or TimescaleDB is recommended.