Computer software platforms, downloadable, for mapping the structure of entity-related data sets, cleaning and deduplicating entity-related data, summarizing data across entity relationships, automatically processing data from third party business system APIs, and/or producing structured data files from entity-related data, all for use in the fields of data science, systems integration, and data pipeline operations