The Analysis Types
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Email Regex Validation
Check email field values against a standard format pattern to identify invalid, malformed, or empty email addresses. The Email Regex Validation analysis runs a built-in regex check against values...
Time Component Analysis
Examine the time portion of date-time fields to detect what percentage of values are set to midnight (00:00:00). The Time Component analysis scans date-time fields, and classifies each value as...
Date Range Analysis
Categorize date values as too old, within range, or too new, based on a configurable date window. The Date Range Analysis scans selected date and date-time fields, and classifies each value as too...
Past Date Threshold
Identify date field values that fall beyond a configured cutoff date in the past. The Past Date Threshold analysis scans date and date-time fields, and flags any value that exceeds a configurable...
Future Date Analysis
Identify records with date values set in the future, to detect potentially incorrect dates. The Future Scans analysis scans date and date-time fields for values that fall after today. The results...
Default Value Usage
Measure how frequently a field's predefined default value remains unchanged across records. The Default Value Usage analysis type analyzes fields that have a configured default value, such as a...
Duplicate Value Rate
Duplicate Value Rate measures the percentage of duplicate values in text and lookup fields. Duplicate Value Rate measures which percentage of records share their value with at least one other...
Uniqueness Detection
Uniqueness Detection checks whether all values in a field are unique across all records. Uniqueness Detection checks whether all non-blank values in a field occur only once across all records. Use...
Format Pattern Detection
Format Pattern Detection identifies structural patterns in text values, and shows how much of each field's data is covered by the top 5 detected patterns. Format Pattern Detection identifies...
Standard Deviation
Standard Deviation Analysis calculates the mean, standard deviation, and coefficient of variation for numeric fields. With the Standard Deviation analysis, you analyze how spread out the values are...
Value Distribution
Value Distribution shows the frequency of distinct values in a field, revealing which values dominate and how spread out the data is. Value Distribution shows the distribution of values for...
Fill Rate
The Fill Rate measures data completeness. It calculates the percentage of records that have a non-empty value for a certain field. The Fill Rate measures data completeness by calculating the...
Analysis Types
The Analysis Types are the different analyses you can run on your Salesforce Objects. They can be configured in the Object Configuration for use in Configuration Analysis Jobs, or added to Ad Hoc...