diff --git a/presto-native-execution/presto_cpp/main/types/PrestoToVeloxExpr.cpp b/presto-native-execution/presto_cpp/main/types/PrestoToVeloxExpr.cpp
index f883d21c287e3..6e08614f240cf 100644
--- a/presto-native-execution/presto_cpp/main/types/PrestoToVeloxExpr.cpp
+++ b/presto-native-execution/presto_cpp/main/types/PrestoToVeloxExpr.cpp
@@ -67,7 +67,18 @@ std::string mapScalarFunction(const std::string& name) {
 }
 
 std::string mapAggregateOrWindowFunction(const std::string& name) {
-  return boost::to_lower_copy(name);
+  static const std::unordered_map<std::string, std::string> kFunctionNames = {
+      {"presto.default.$internal$max_data_size_for_stats",
+       "presto.default.max_data_size_for_stats"},
+      {"presto.default.$internal$sum_data_size_for_stats",
+       "presto.default.sum_data_size_for_stats"},
+  };
+  std::string lowerCaseName = boost::to_lower_copy(name);
+  auto it = kFunctionNames.find(name);
+  if (it != kFunctionNames.end()) {
+    return it->second;
+  }
+  return lowerCaseName;
 }
 
 std::string getFunctionName(const protocol::Signature& signature) {
diff --git a/presto-native-execution/src/test/java/com/facebook/presto/nativeworker/AbstractTestNativeGeneralQueries.java b/presto-native-execution/src/test/java/com/facebook/presto/nativeworker/AbstractTestNativeGeneralQueries.java
index 48f4bf1f54c8b..c914e40c87fc3 100644
--- a/presto-native-execution/src/test/java/com/facebook/presto/nativeworker/AbstractTestNativeGeneralQueries.java
+++ b/presto-native-execution/src/test/java/com/facebook/presto/nativeworker/AbstractTestNativeGeneralQueries.java
@@ -190,6 +190,44 @@ public void testFiltersAndProjections()
         assertQuery("SELECT if(orderkey % 2 = 0, quantity_by_linenumber) FROM orders_ex");
     }
 
+    @Test
+    public void testAnalyzeStats()
+    {
+        assertUpdate("ANALYZE region", 5);
+
+        // Show stats returns the following stats for each column in region table:
+        // column_name | data_size | distinct_values_count | nulls_fraction | row_count | low_value | high_value
+        assertQuery("SHOW STATS FOR region",
+                "SELECT * FROM (VALUES" +
+                        "('regionkey', NULL, 5.0, 0.0, NULL, '0', '4')," +
+                        "('name', 54.0, 5.0, 0.0, NULL, NULL, NULL)," +
+                        "('comment', 350.0, 5.0, 0.0, NULL, NULL, NULL)," +
+                        "(NULL, NULL, NULL, NULL, 5.0, NULL, NULL))");
+
+        // Create a partitioned table and run analyze on it.
+        String tmpTableName = generateRandomTableName();
+        try {
+            Session writeSession = buildSessionForTableWrite();
+            getQueryRunner().execute(writeSession, String.format("CREATE TABLE %s (name VARCHAR, regionkey BIGINT," +
+                    "nationkey BIGINT) WITH (partitioned_by = ARRAY['regionkey','nationkey'])", tmpTableName));
+            getQueryRunner().execute(writeSession,
+                    String.format("INSERT INTO %s SELECT name, regionkey, nationkey FROM nation", tmpTableName));
+            assertQuery(String.format("SELECT * FROM %s", tmpTableName),
+                    "SELECT name, regionkey, nationkey FROM nation");
+            assertUpdate(String.format("ANALYZE %s", tmpTableName), 25);
+            assertQuery(String.format("SHOW STATS for %s", tmpTableName),
+                    "SELECT * FROM (VALUES" +
+                            "('name', 277.0, 1.0, 0.0, NULL, NULL, NULL)," +
+                            "('regionkey', NULL, 5.0, 0.0, NULL, '0', '4')," +
+                            "('nationkey', NULL, 25.0, 0.0, NULL, '0', '24')," +
+                            "(NULL, NULL, NULL, NULL, 25.0, NULL, NULL))");
+            // @TODO Add test for Analyze on table partitions. Refer: https://github.com/prestodb/presto/issues/20232
+        }
+        finally {
+            dropTableIfExists(tmpTableName);
+        }
+    }
+
     @Test
     public void testDateFilter()
     {
diff --git a/presto-native-execution/src/test/java/com/facebook/presto/spark/TestPrestoSparkNativeGeneralQueries.java b/presto-native-execution/src/test/java/com/facebook/presto/spark/TestPrestoSparkNativeGeneralQueries.java
index 10621645341ec..0a9985e34806b 100644
--- a/presto-native-execution/src/test/java/com/facebook/presto/spark/TestPrestoSparkNativeGeneralQueries.java
+++ b/presto-native-execution/src/test/java/com/facebook/presto/spark/TestPrestoSparkNativeGeneralQueries.java
@@ -69,4 +69,9 @@ public void testTopN() {}
     @Override
     @Ignore
     public void testInsertIntoSpecialPartitionName(){}
+
+    // @TODO Refer https://github.com/prestodb/presto/issues/20294
+    @Override
+    @Ignore
+    public void testAnalyzeStats() {}
 }