diff --git a/CHANGELOG.md b/CHANGELOG.md
index e422c77..5a80d9c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,7 @@ unreleased
 
 - added dummy classifier
 - add checks for matching categorical maps between train and predict
+- added titanic toy data
 
 
 0.7.2
diff --git a/resources/data/titanic.nippy b/resources/data/titanic.nippy
new file mode 100644
index 0000000..6b4de81
Binary files /dev/null and b/resources/data/titanic.nippy differ
diff --git a/src/scicloj/metamorph/ml/toydata.clj b/src/scicloj/metamorph/ml/toydata.clj
index 9ba0bbe..2346e0f 100644
--- a/src/scicloj/metamorph/ml/toydata.clj
+++ b/src/scicloj/metamorph/ml/toydata.clj
@@ -95,3 +95,10 @@
                         
            (ds/categorical->number [:class] {} :int16)
            (ds-mod/set-inference-target :class))))
+
+
+(defn titanic-ds []
+  (->
+     (io/resource "data/titanic.nippy")
+     (io/input-stream)
+     (ds/->dataset {:file-type :nippy})))