diff --git a/openmetadata-service/src/main/java/org/openmetadata/service/search/opensearch/OpenSearchSourceBuilderFactory.java b/openmetadata-service/src/main/java/org/openmetadata/service/search/opensearch/OpenSearchSourceBuilderFactory.java
index 2c8ed67c4a8..0752b6fafe5 100644
--- a/openmetadata-service/src/main/java/org/openmetadata/service/search/opensearch/OpenSearchSourceBuilderFactory.java
+++ b/openmetadata-service/src/main/java/org/openmetadata/service/search/opensearch/OpenSearchSourceBuilderFactory.java
@@ -291,10 +291,18 @@ public class OpenSearchSourceBuilderFactory
     if (fvb.getModifier() != null) {
       switch (fvb.getModifier().value()) {
         case "log":
+          condition =
+              QueryBuilders.boolQuery()
+                  .filter(condition)
+                  .filter(QueryBuilders.rangeQuery(fvb.getField()).gt(0));
           factorBuilder.modifier(FieldValueFactorFunction.Modifier.LOG);
           break;
         case "log1p":
           try {
+            condition =
+                QueryBuilders.boolQuery()
+                    .filter(condition)
+                    .filter(QueryBuilders.rangeQuery(fvb.getField()).gt(-1));
             factorBuilder.modifier(FieldValueFactorFunction.Modifier.LOG1P);
           } catch (NoSuchFieldError e) {
             factorBuilder.modifier(FieldValueFactorFunction.Modifier.LOG);
@@ -302,6 +310,10 @@ public class OpenSearchSourceBuilderFactory
           break;
         case "sqrt":
           try {
+            condition =
+                QueryBuilders.boolQuery()
+                    .filter(condition)
+                    .filter(QueryBuilders.rangeQuery(fvb.getField()).gte(0));
             factorBuilder.modifier(FieldValueFactorFunction.Modifier.SQRT);
           } catch (NoSuchFieldError ignored) {
           }