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diff --git a/datasets/quality_control_3/.gitignore b/datasets/quality_control_3/.gitignore
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+old/
diff --git a/datasets/quality_control_3/README.md b/datasets/quality_control_3/README.md
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+# Quality Control no. 3
+
+This is a quality control dataset with a slight seasonal pattern and a known 
+change point at time index 179. The change is a change in the Gaussian noise 
+distribution from (0, 1) noise to (2, 2) noise. The data also contains an 
+outlier at index 42 (indexing from 0).
+
+![Plot of quality_control_3 dataset](./quality_control_3.png)
diff --git a/datasets/quality_control_3/quality_control_3.json b/datasets/quality_control_3/quality_control_3.json
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@@ -0,0 +1,750 @@
+{
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+				5.183854417767771,
+				0.1747390037986687
+			]
+		}
+	]
+}
\ No newline at end of file
diff --git a/datasets/quality_control_3/quality_control_3.png b/datasets/quality_control_3/quality_control_3.png
new file mode 100644
index 0000000..fcf07d9
--- /dev/null
+++ b/datasets/quality_control_3/quality_control_3.png