Identification	Based on 42 Soda reviews. Correctly identify inaccurate, incomplete, or duplicated data from a data source.	87% (Based on 42 reviews)
Normalization	Based on 41 Soda reviews. Standardize data formatting for uniformity and easier data usage.	80% (Based on 41 reviews)
Data Matching	Based on 43 Soda reviews. Finds duplicates using the fuzzy logic technology or an advance search feature.	79% (Based on 43 reviews)
Real-time Analytics	Generate real-time depth analytics utilizing event metrics, logging and metadata. This feature was mentioned in 22 Soda reviews.	80% (Based on 22 reviews)
Data quality monitoring	As reported in 24 Soda reviews. Use custom or pre-built tests for buisness rules. to ensure data quality.	92% (Based on 24 reviews)
Automation	Involves automation capabilities to identify and track issues, failed operations by looking at historical trends. 24 reviewers of Soda have provided feedback on this feature.	81% (Based on 24 reviews)
End to End visiblity	Complete visibility of the data pipeline, and immediately notifies the data team if any issues. Ensures cross stack visbility. 24 reviewers of Soda have provided feedback on this feature.	88% (Based on 24 reviews)

Management

Reporting	Provide follow-up information after data cleanings through a visual dashboard or reports. This feature was mentioned in 33 Soda reviews.	77% (Based on 33 reviews)
Quality Audits	Based on 42 Soda reviews. Schedule automated audits to identify data anomalies over time based on set business rules.	85% (Based on 42 reviews)
Dashboard	Gives a view of the entire data quality management ecosystem. 42 reviewers of Soda have provided feedback on this feature.	77% (Based on 42 reviews)
Governance	Based on 38 Soda reviews. Allows user role-based access and actions to authorization for specific tasks.	82% (Based on 38 reviews)
Anomaly identification	As reported in 24 Soda reviews. Identify the different type of anomalies and receive alerts.	86% (Based on 24 reviews)
Single pane view	Based on 20 Soda reviews. The data observability environment can be viewed from a single dashboard.	83% (Based on 20 reviews)
Real-time alerts	As reported in 23 Soda reviews. Provides immediate alerts for any anomalies or expected events.	86% (Based on 23 reviews)
Data lineage	Establishes lineage for the data pipeline - from data warehouse to the data user. This feature was mentioned in 21 Soda reviews.	75% (Based on 21 reviews)
Integrations	As reported in 24 Soda reviews. Support integrations with various business applications which support different data processes. Also, integrate with apps to provide alerts.	85% (Based on 24 reviews)

Generative AI

AI Text Generation	Allows users to generate text based on a text prompt. This feature was mentioned in 14 Soda reviews.	61% (Based on 14 reviews)
AI Text Generation	As reported in 25 Soda reviews. Allows users to generate text based on a text prompt.	59% (Based on 25 reviews)
AI Text Summarization	Condenses long documents or text into a brief summary. This feature was mentioned in 25 Soda reviews.	63% (Based on 25 reviews)