View data insights

You can view data insights to see metrics for your generated data and data collections.

Before you begin

Role required: sn_data_kit.admin

Procedure

1. Navigate to All > Now Assist Data Kit > Home.
2. Select the dataset or data collection that you want to see data insights for.
3. Select the Data insights tab.

   Table 1. Data insight metrics for datasets

   Metric	Description
   Data volume	This metric identifies rows with unusually low character count or significantly fewer words compared to the dataset average.
   Semantic similarity to seed	This metric is LLM-based and measures how closely each record’s meaning matches a given reference (seed).
   Data hygiene	This metric is LLM-based and checks that fields follow the correct types and formats.
   Missing/Empty values	This metric identifies fields that are null, empty, or contain placeholder values without valid justification.
   Temporal consistency	This metric is LLM-based and ensures that data remains logically correct over time.

   

   Table 2. Data insight metrics for data collections

   Metric	Description
   Data volume	Identifies rows with unusually low character count or significantly fewer words compared to the dataset average.
   Missing/empty values	Identifies fields that are null, empty, or contain placeholder values.