







Intelligently analyze CSV, MQTT, and API data with the power of AI! A data analysis tool equipped with intuitive graph display and anomaly detection capabilities using pure Python.
Automatically translated from Japanese by AI
twFathom is a desktop application designed to intelligently analyze and visualize diverse data sources such as CSV files, MQTT, and APIs. It was developed with the purpose of "deeply understanding data (Fathom)."
Built on Python + pywebview, it operates in a lightweight and cross-platform manner.
【Main Features】
・Support for diverse data sources: Local CSV files, MQTT messages from IoT devices, and external API integration.
・Intuitive data visualization: A dashboard that allows you to grasp trends and patterns in complex datasets at a glance.
・Anomaly detection with a single button: With the latest update, an "anomaly detection feature" has been implemented using pure Python's one-dimensional Hotelling's T² method. Without complex configuration, it automatically detects unusual behavior in your data.
Please use it to discover new insights hidden in your CSV data and sensor logs, and for early detection of anomalies!
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