Dataset analysis and dataset attribute inferencing to form collaborative datasets

A method comprising:

• receiving ingested data at a computing system including one or more processors configured to execute instructions to implement one or more executable modules, the ingested data representing at least one dataset of a plurality of datasets, each dataset having a different data format as ingested into a dataset ingestion controller module;
• implementing one or more modules in a collaborative dataset consolidation system configured to form a collaborative dataset independent of each of the different data formats prior to ingestion;
• determining attributes of the collaborative dataset, a first attribute being associated with an account identifier and a second attribute identifying a first version of the collaborative dataset;
• interpreting a subset of ingested data of the dataset against one or more data classifications at an inference engine module to derive at least an inferred attribute for the subset of data;
• updating the collaborative dataset to link to data associated with the ingested data;
• generating a second version of the collaborative dataset responsive to the link to the data associated with the ingested data including the inferred attribute;
• and
• transmitting activity feed data to disseminate an update to a community of networked users associated with the account identifier, the update including data representing generation of the second version of the collaborative dataset.

A system comprising:

• one or more computer systems including a memory including executable instructions, and a processor that is configured, responsive to executing the instructions, to:
• receive ingested data at a computing system including one or more processors configured to execute instructions to implement one or more executable modules, the ingested data representing at least one dataset of a plurality of datasets, each dataset having a different data format as ingested into a dataset ingestion controller module;
• implement one or more modules in a collaborative dataset consolidation system configured to form a collaborative dataset independent of each of the different data formats prior to ingestion;
• determine attributes of the collaborative dataset, a first attribute being associated with an account identifier and a second attribute identifying a first version of the collaborative dataset;
• interpret a subset of ingested data of the dataset against one or more data classifications at an inference engine module to derive at least an inferred attribute for the subset of data;
• update the collaborative dataset to link to data associated with the ingested data;
• generate a second version of the collaborative dataset responsive to the link to the data associated with the ingested data including the inferred attribute;
• and
• transmit activity feed data to disseminate an update to a community of networked users associated with the account identifier, the update including data representing generation of the second version of the collaborative dataset.

A computer readable storage device comprised of data representing computer instructions configured to cause a processor to initiate a computer-implemented method comprising:

• receiving ingested data at a computing system including one or more processors configured to execute instructions to implement one or more executable modules, the ingested data representing at least one dataset of a plurality of datasets, each dataset having a different data format as ingested into a dataset ingestion controller module;
• implementing one or more modules in a collaborative dataset consolidation system configured to form a collaborative dataset independent of each of the different data formats prior to ingestion;
• determining attributes of the collaborative dataset, a first attribute being associated with an account identifier and a second attribute identifying a first version of the collaborative dataset;
• interpreting a subset of ingested data of the dataset against one or more data classifications at an inference engine module to derive at least an inferred attribute for the subset of data;
• updating the collaborative dataset to link to data associated with the ingested data;
• generating a second version of the collaborative dataset responsive to the link to the data associated with the ingested data including the inferred attribute;
• and
• transmitting activity feed data to disseminate an update to a community of networked users associated with the account identifier, the update including data representing generation of the second version of the collaborative dataset.