The foundational AMG Kernel visualization source originates in the dollar-driven source of Economic Truth - US Capital Asset Data

AMG Kernel originates visualizations of changing structured values and sentiment with trusted US integer market data and analytic templates.

Proposition: Variable integer data fields of Capital Asset levels and flows visualize, template, and train time-series analytics of continuous US values to signal unique and personal answers that reside in the continuous data structure of the truthful nature of changing sentiment in Financial and relevant non-Financial dimensions of sentiment (Media, Tech, Social, Rideshare, Determinative....): AMGUI Market Sentiment Features Prototype Dash derived from common Capital dimensional structures of real and expected market values

AMGUI is a virtual private PLATFORM of data and analytics to visualize changing sentiment in regulated filings.

SECURE Fiduciary login using AWS, Tableau, and ad hoc tools and cloud services

Access Analytic Value Vectors of Change: Professional Ownership Activity (Multiple Forms and Frequencies) - Investor Fund Flow Metadata

Interactively visualize how economic sentiment and market demand from asset and share prices, portfolio action, and open-end fund flows in US capital assets - is changing.

Intuitive and Actionable Dashboard Research - Fiduciary provides continuous market sentiment and unique research of special-cause variations of interest.

The AMGUI integer data visualizations are sourced and embedded in SEC submissions.

Filtered access is provided to the financial data source of 300+ form-types, by thousands of companies, and millions of securities positions reported in subsets of the types of filings; all connected with continuous asset, price, and share data.

The investor fund flow metadata foot with portfolio asset levels reported in SEC filings.

The data are processed and prepped, populating a table per interval; quarter, month, day; and can be unified with intraday data:

The data files reside in object storage (AWS cloud buckets, eg.):

s3://valuevector1 - Retail and Professional cash demand for securities visualized in open-end mutual fund (including ETF) net flow metadata.

s3://valuevector2 - Professional market demand for securities visualized in portfolio asset, price, and share data filings submssions by investment management companies.

The analytics template a cognitive awareness of the Truth gained from training integer data signals on a dashboard interface that visualizes quantitative vectors of trusted values and qualitative notions of changing sentiment in any relevant structure:

s3://valuevector3,4,5.... - Learning visualization templates of value

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