Systems and methods for validating data

A method being implemented by a computing system including one or more physical processors and storage media storing machine-readable instructions, the method comprising:

• obtaining a data set;
• detecting that the data set has been modified, where the modified data set comprises additional entries added to the data set, wherein the additional entries result in a changed schema or a new schema of the modified data set compared to the data set;
• in response to detecting the additional entries, automatically configuring a new validator based on the additional entries, the new validator being configured for the changed schema or the new schema, wherein the new validator has a new validation parameter or a new validation routine that is distinct from an existing validation parameter or an existing validation routine of an existing validator, and the new validator has the new validation parameter, the new validation routine, a different validation parameter, or a different validation routine that is in common with the existing validation parameter, the existing validation routine, a different existing validation parameter, or a different existing validation routine of the existing validator;
• applying the new validator to determine a validity of the modified data set, wherein the validity of the data set is determined based on an evaluation of one or more statistics associated with the data set with respect to the new validation parameter or the new validation routine;
• generating one or more statistics associated with the data set;
• and
• providing the statistics to a user.

A non-transitory computer readable medium comprising instructions that, when executed, cause one or more processors to perform:

• obtaining a data set;
• detecting that the data set has been modified, where the modified data set comprises additional entries added to the data set, wherein the additional entries result in a changed schema or a new schema of the modified data set compared to the data set;
• in response to detecting the additional entries, automatically configuring a new validator based on the additional entries, the new validator being configured for the changed schema or the new schema, wherein the new validator has a new validation parameter or a new validation routine that is distinct from an existing validation parameter or an existing validation routine of an existing validator, and the new validator has the new validation parameter, the new validation routine, a different validation parameter, or a different validation routine that is in common with the existing validation parameter, the existing validation routine, a different existing validation parameter, or a different existing validation routine of the existing validator;
• applying the new validator to determine a validity of the modified data set, wherein the validity of the data set is determined based on an evaluation of one or more statistics associated with the data set with respect to the new validation parameter or the new validation routine;
• generating one or more statistics associated with the data set;
• and
• providing the statistics to a user.