diff --git a/README.md b/README.md
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 # Generalized Statistical Process Control
 
-Source code to the publication "Generalized Statistical Process Control via 1D-ResNet Pretraining" by Tobias Schulze, Louis Huebser, Sebastian Beckschulte and Robert H. Schmitt (Laboratory for Machine Tools and Production Engineering, WZL of RWTH Aachen University).
-
-
+Source code to the planned publication "Generalized Statistical Process Control via 1D-ResNet Pretraining" by Tobias Schulze, Louis Huebser, Sebastian Beckschulte and Robert H. Schmitt (Laboratory for Machine Tools and Production Engineering, WZL of RWTH Aachen University).
 
 ## Structure
 
-- data: Directory for data generated with G-SPC (data used in the publication are available at: https://zenodo.org/records/8246621)
+- data: Directory for data generated with G-SPC (data used in the publication are available at: https://zenodo.org/records/8249487, add them manually to your copy of this repository as described in DATA.md in the data folder)
 - G-SPC: Implementation of Generalized Statistical Process Control
 - scripts: Scripts used for the publication (actual use case is not included due to data privacy)
 
diff --git a/data/DATA.md b/data/DATA.md
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..bb596c942313df76480882bddee9209010b78ef4 100644
--- a/data/DATA.md
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+#### Add data from https://zenodo.org/records/8249487 following this structure:
+
+```
+generalized-statistical-process-control
+│
+...
+│
+└───data
+    │
+    └───test
+    │   │   distribs
+    │   │   k_matrix.csv
+    │   │   x.csv
+    │   │   y.csv
+    │
+    └───test
+        │   distribs
+        │   k_matrix.csv
+        │   x.csv
+        │   y.csv
+```