diff --git a/data/imdb.zip b/data/imdb.zip
new file mode 100644
index 00000000..7083413c
Binary files /dev/null and b/data/imdb.zip differ
diff --git a/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj b/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj
index c5a0f729..8667d4c2 100644
--- a/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj
+++ b/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj
@@ -7,7 +7,7 @@
-
+
diff --git a/test/TensorFlowNET.Examples/TextClassificationWithMovieReviews.cs b/test/TensorFlowNET.Examples/TextClassificationWithMovieReviews.cs
new file mode 100644
index 00000000..7900d06b
--- /dev/null
+++ b/test/TensorFlowNET.Examples/TextClassificationWithMovieReviews.cs
@@ -0,0 +1,33 @@
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Text;
+using Tensorflow;
+
+namespace TensorFlowNET.Examples
+{
+ public class TextClassificationWithMovieReviews : Python, IExample
+ {
+ string dir = "text_classification_with_movie_reviews";
+
+ public void Run()
+ {
+ PrepareData();
+ }
+
+ private void PrepareData()
+ {
+
+ Directory.CreateDirectory(dir);
+
+ // get model file
+ string url = "https://storage.googleapis.com/download.tensorflow.org/models/inception_v3_2016_08_28_frozen.pb.tar.gz";
+
+ string zipFile = Path.Join(dir, $"imdb.zip");
+ Utility.Web.Download(url, zipFile);
+
+ if (!File.Exists(Path.Join(dir, zipFile)))
+ Utility.Compress.ExtractTGZ(zipFile, dir);
+ }
+ }
+}
diff --git a/test/TensorFlowNET.Examples/python/basic_text_classification.py b/test/TensorFlowNET.Examples/python/text_classification_with_movie_reviews.py
similarity index 100%
rename from test/TensorFlowNET.Examples/python/basic_text_classification.py
rename to test/TensorFlowNET.Examples/python/text_classification_with_movie_reviews.py
diff --git a/test/TensorFlowNET.UnitTest/TensorFlowNET.UnitTest.csproj b/test/TensorFlowNET.UnitTest/TensorFlowNET.UnitTest.csproj
index 925b05fd..19bd6b44 100644
--- a/test/TensorFlowNET.UnitTest/TensorFlowNET.UnitTest.csproj
+++ b/test/TensorFlowNET.UnitTest/TensorFlowNET.UnitTest.csproj
@@ -20,7 +20,7 @@
-
+