diff --git a/p4/src/main/java/cs448/Project4.java b/p4/src/main/java/cs448/Project4.java
index c4be7bf..fb45fb9 100644
--- a/p4/src/main/java/cs448/Project4.java
+++ b/p4/src/main/java/cs448/Project4.java
@@ -11,6 +11,7 @@ import org.apache.spark.api.java.Optional;
 import org.apache.spark.api.java.function.Function;
 import org.apache.spark.api.java.function.Function2;
 import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.Row;
 import org.apache.spark.sql.SparkSession;
 import scala.Tuple2;
@@ -136,6 +137,7 @@ public class Project4 {
         Dataset<Row> resultDF = spark.sql("SELECT DISTINCT CONVERT(varchar(10), m.movieId) FROM Movie m, Rating r, User u WHERE m.movieId = r.movieId AND r.userId = u.userId AND u.occupation = " +
                 conf.q3Occupation + " AND r.rating = " + conf.q3Rating);
         resultDF.show();
+        resultDF.map((MapFunction<Row, String>) row -> "" + row.getInteger(0), Encoders.STRING());
         resultDF.write().text(CS448Utils.resolveUri(conf.outPath, "query-3"));
 
         //Don't forget to stop spark session
@@ -177,6 +179,7 @@ public class Project4 {
         Dataset<Row> resultDF = spark.sql(
                 "SELECT m.title, AVG(r.rating) FROM Movie m, Rating r, User u WHERE m.movieId = r.movieId AND r.userId = u.userId AND u.age = " + conf.q4Age + " GROUP BY m.title");
         resultDF.show();
+        resultDF.map((MapFunction<Row, String>) row -> row.getString(0) + "::" + row.getDecimal(1), Encoders.STRING());
         resultDF.write().text(CS448Utils.resolveUri(conf.outPath, "query-4"));
 
         //Don't forget to stop spark session