diff --git a/TextBlob/text_classifier.py b/TextBlob/text_classifier.py
index e69de29..1407994 100644
--- a/TextBlob/text_classifier.py
+++ b/TextBlob/text_classifier.py
@@ -0,0 +1,31 @@
+from textblob.classifiers import NaiveBayesClassifier
+from pathlib import Path
+
+def main():
+    # Get directory where this script is located
+    base_dir = Path(__file__).parent
+
+    # Build paths to data files
+    train_path = base_dir / "train.json"
+    test_path = base_dir / "test.json"
+
+    # Load training data
+    with open(train_path, "r") as train_file:
+        classifier = NaiveBayesClassifier(train_file, format="json")
+
+    # Load test data
+    with open(test_path, "r") as test_file:
+        accuracy = classifier.accuracy(test_file)
+
+    print("Accuracy:", accuracy)
+
+    print("Classifying sentences:")
+    print("I love this place ->", classifier.classify("I love this place"))
+    print("I hate this job ->", classifier.classify("I hate this job"))
+
+    print("\nMost Informative Features:")
+    classifier.show_informative_features(5)
+
+
+if __name__ == "__main__":
+    main()
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