Data facet generation and recommendation

A computer system for data facet generation, the computer system comprising:

• one or more computer-readable non-transitory storage media configured to store computer program code;
• and
• one or more computer processors configured to access said computer program code and operate as instructed by said computer program code, said computer program code including:
• receiving code configured to cause the one or more computer processors to receive data associated with a dataset, wherein the received data includes one or more data entries having one or more elements;
• associating code configured to cause the one or more computer processors to associate the one or more elements with one or more data types;
• generating code configured to cause the one or more computer processors to generate one or more data facets for each of the data entries with the received data based on the associated data type;
• and
• generating code configured to cause the one or more computer processors to generate one or more transformations for the data facet corresponding to a machine learning task associated with the dataset.

A non-transitory computer readable medium having stored thereon a computer program for data facet generation, the computer program configured to cause one or more computer processors to:

• receive data associated with a dataset, wherein the received data includes one or more data entries having one or more elements;
• associate the one or more elements with one or more data types;
• generate one or more data facets for each of the data entries with the received data based on the associated data type;
• and
• generate one or more transformations for the data facet corresponding to a machine learning task associated with the dataset.