Abstract: Described are methods, platforms, systems, and media for providing passive data transparency in a distributed market, comprising: aggregating or using aggregated ETF data at least including ownership data to generate a first database; applying, in a distributed parallel computing architecture, a first algorithm utilizing a vectorized calculation over time series data to generate a multi-dimensional representation of relationship graphs including pass through variables between nodes within or across the Primary Markets and Secondary Markets; generating a database, searchable by any dimension of the calculated data or any component of the relationship graph; and providing an analytics layer for synthesizing any component of the relationship graph including pass through variables, and the database to perform a task. Wherein a task can comprise providing information, analysis, recommendation, predictions, projections, and/or performing actions to manage an investment portfolio or a combination thereof.