Data integrity checks

A system comprising:

• one or more memories having instructions stored thereon;
• and
• one or more processors configured to execute the instructions and perform operations comprising:
• applying one or more data checks to data to identify one or more data properties that characterize the data, a first data check of the one or more data checks including a set of queries to be applied in a predetermined order to identify the one or more data properties, a second data check of the one or more data checks configured to identify a data type associated with the data by at least:
• executing, by the one or more processors, the set of queries in the predetermined order to the data to identify the one or more data properties, the one or more data properties including at least one data property in a group consisting of a unit of measurement, a data range, and a data format;
• detecting an error associated with a data element in the data based on one or more criteria associated with the one or more data properties based on the one or more data checking results;
• and
• generating a notification including an indication of the error and the one or more data checking results.

A non-transitory machine-readable storage medium comprising instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:

• applying one or more data checks to the data to identify one or more data properties that characterize the data, a first data check of the one or more data checks including a set of queries to be applied in a predetermined order to identify the one or more data properties, a second data check of the one or more data checks configured to identify a data type associated with the data by at least:
• executing, by the one or more processors, the set of queries in the predetermined order to the data to identify the one or more data properties, the one or more data properties including at least one data property in a group consisting of a unit of measurement, a data range, and a data format;
• detecting an error associated with a data element in the data based on one or more criteria associated with the one or more data properties by at least conducting the set of queries in the predetermined order and the one or more data checks;
• and
• generating a notification including an indication of the error and the one or more data checking results.