diff --git a/generators/bootstrap-application/generator.spec.ts b/generators/bootstrap-application/generator.spec.ts
index 9498a487a7b..ca818357a5a 100644
--- a/generators/bootstrap-application/generator.spec.ts
+++ b/generators/bootstrap-application/generator.spec.ts
@@ -333,6 +333,7 @@ describe(`generator - ${generator}`, () => {
       "jpaGeneratedValueSequence": false,
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "\${uuidType}",
       "nullable": true,
       "path": [
@@ -422,6 +423,7 @@ describe(`generator - ${generator}`, () => {
       "javaValueSample2": ""login2"",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "string",
       "maxlength": 50,
       "nullable": false,
@@ -507,6 +509,7 @@ describe(`generator - ${generator}`, () => {
       "javaValueSample2": ""firstName2"",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "string",
       "maxlength": 50,
       "nullable": true,
@@ -591,6 +594,7 @@ describe(`generator - ${generator}`, () => {
       "javaValueSample2": ""lastName2"",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "string",
       "maxlength": 50,
       "nullable": true,
@@ -679,6 +683,7 @@ describe(`generator - ${generator}`, () => {
       "javaValueSample2": ""email2"",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "string",
       "maxlength": 191,
       "nullable": false,
@@ -764,6 +769,7 @@ describe(`generator - ${generator}`, () => {
       "javaValueSample2": ""imageUrl2"",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "string",
       "maxlength": 256,
       "nullable": true,
@@ -842,6 +848,7 @@ describe(`generator - ${generator}`, () => {
       "javaFieldType": "Boolean",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "boolean",
       "nullable": true,
       "path": [
@@ -925,6 +932,7 @@ describe(`generator - ${generator}`, () => {
       "javaValueSample2": ""langKey2"",
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "string",
       "maxlength": 10,
       "nullable": true,
@@ -1213,6 +1221,7 @@ describe(`generator - ${generator}`, () => {
       "jpaGeneratedValueSequence": false,
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "\${uuidType}",
       "nullable": true,
       "path": [
@@ -1554,6 +1563,7 @@ describe(`generator - ${generator}`, () => {
       "jpaGeneratedValueSequence": false,
       "liquibaseDefaultValueAttributeName": undefined,
       "liquibaseDefaultValueAttributeValue": undefined,
+      "liquibaseGenerateFakeData": true,
       "loadColumnType": "\${uuidType}",
       "nullable": true,
       "path": [
diff --git a/generators/liquibase/support/prepare-field.js b/generators/liquibase/support/prepare-field.js
index 9f19bb17100..e081cc00b52 100644
--- a/generators/liquibase/support/prepare-field.js
+++ b/generators/liquibase/support/prepare-field.js
@@ -157,6 +157,7 @@ export default function prepareField(entity, field) {
     columnRequired: data => data.nullable === false || (data.fieldValidate === true && data.fieldValidateRules.includes('required')),
     nullable: data => !data.columnRequired,
     loadColumnType: data => parseLiquibaseLoadColumnType(entity, data),
+    liquibaseGenerateFakeData: true,
   });
 
   return field;
diff --git a/generators/liquibase/support/relationship.ts b/generators/liquibase/support/relationship.ts
index 0478f991870..ef16b2195aa 100644
--- a/generators/liquibase/support/relationship.ts
+++ b/generators/liquibase/support/relationship.ts
@@ -76,6 +76,7 @@ export function prepareRelationshipForLiquibase(entity, relationship) {
     __override__: false,
     columnDataType: data => data.otherEntity.columnType,
     columnRequired: data => data.nullable === false || data.relationshipRequired,
+    liquibaseGenerateFakeData: data => data.columnRequired && data.persistableRelationship && !data.collection,
   });
 
   return relationship;
diff --git a/generators/liquibase/templates/src/main/resources/config/liquibase/fake-data/table_entity.csv.ejs b/generators/liquibase/templates/src/main/resources/config/liquibase/fake-data/table_entity.csv.ejs
index 6e68e1170ac..c1521e8a0c3 100644
--- a/generators/liquibase/templates/src/main/resources/config/liquibase/fake-data/table_entity.csv.ejs
+++ b/generators/liquibase/templates/src/main/resources/config/liquibase/fake-data/table_entity.csv.ejs
@@ -21,14 +21,14 @@ let table = [];
 
 // Generate CSV header
 let header = [];
-const fieldsToGenerate = [...allFields.filter(f => f.id), ...fields.filter(f => !f.id)];
+const fieldsToGenerate = [...allFields.filter(f => f.id), ...fields.filter(f => !f.id)].filter(field => field.liquibaseGenerateFakeData);
 for (field of fieldsToGenerate) {
   header.push(field.columnName);
   if (field.shouldCreateContentType) {
     header.push(field.columnName + '_content_type');
   }
 }
-for (relationship of relationships.filter(relationship => relationship.columnRequired && relationship.persistableRelationship && !relationship.collection)) {
+for (relationship of relationships.filter(relationship => relationship.liquibaseGenerateFakeData)) {
   const { joinColumnNames } = relationship;
   header.push(joinColumnNames[0]);
 }
@@ -57,7 +57,7 @@ for (lineNb = 0; lineNb < entity.fakeDataCount; lineNb++) {
     }
   }
 
-  for (relationship of relationships.filter(relationship => relationship.columnRequired && relationship.persistableRelationship && !relationship.collection)) {
+  for (relationship of relationships.filter(relationship => relationship.liquibaseGenerateFakeData)) {
     const relationshipType = relationship.relationshipType;
     const otherLiquibaseFakeData = relationship.otherEntity.liquibaseFakeData;
     let relationshipRow = lineNb;