Signal detection uses common analytical processes to identify and discriminate data in structural noise

The signal is not a thing, but a relationship between an understanding and a question to form an answer

AMGUI visualizes three questions about change within a financial data vector: How much? How Many? How Fast?

The data reside in the variation of continuous submitted transactional asset, price, and share values at

Signals address something important; changing values that are non-routine and matter.

The signal provides an opportunity for a response; an action to achieve a desired state.

Data Analytics of regulated vectors of sentiment model the process of applying quantitative measures of value to qualitative notions of sentiment.

AMGUI signals inform, promote understanding, and speak to true economic value.

AMGUI modeling process applies quantitative measures of value to qualitative notions of sentiment to template changing sentiment in financial and non-financial dimensions.

The signal detection mechanism uses dashboard template features to uniquely visualize the data structure: Interface Dash

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