diff --git a/Examples/MultiVelo_Fig4.ipynb b/Examples/MultiVelo_Fig4.ipynb
index 6af5db4..b1eacb0 100644
--- a/Examples/MultiVelo_Fig4.ipynb
+++ b/Examples/MultiVelo_Fig4.ipynb
@@ -14,9 +14,9 @@
     "\n",
     "Data for this figure can be found at the links below:\n",
     "\n",
-    "RNA: https://figshare.com/account/projects/164296/articles/22575307\n",
+    "RNA: https://figshare.com/articles/dataset/Mouse_Hair_Follicle_RNA_Data/22575307\n",
     "\n",
-    "ATAC: https://figshare.com/account/projects/164296/articles/22575313\n",
+    "ATAC: https://figshare.com/articles/dataset/Mouse_hair_follicle_ATAC_data/22575313\n",
     "\n",
     "If you do not download them manually, the notebook will do so automatically.\n",
     "\n",
diff --git a/Examples/MultiVelo_Fig5.ipynb b/Examples/MultiVelo_Fig5.ipynb
index d537e0c..1d9b44a 100644
--- a/Examples/MultiVelo_Fig5.ipynb
+++ b/Examples/MultiVelo_Fig5.ipynb
@@ -14,9 +14,9 @@
     "\n",
     "Data for this figure can be found at the links below:\n",
     "\n",
-    "RNA: https://figshare.com/account/projects/164299/articles/22575358\n",
+    "RNA: https://figshare.com/articles/dataset/Human_HSPC_RNA_Data/22575358\n",
     "\n",
-    "ATAC: https://figshare.com/account/projects/164299/articles/22575343\n",
+    "ATAC: https://figshare.com/articles/dataset/Human_HSPC_ATAC_Data/22575343\n",
     "\n",
     "If you do not download them manually, the notebook will do so automatically.\n",
     "\n",
diff --git a/Examples/MultiVelo_Fig6.ipynb b/Examples/MultiVelo_Fig6.ipynb
index 559412d..7f7639d 100644
--- a/Examples/MultiVelo_Fig6.ipynb
+++ b/Examples/MultiVelo_Fig6.ipynb
@@ -14,9 +14,9 @@
     "\n",
     "Data for this figure can be found at the links below:\n",
     "\n",
-    "RNA: https://figshare.com/account/projects/164308/articles/22575376\n",
+    "RNA: https://figshare.com/articles/dataset/Developing_Human_Cortex_RNA_Data/22575376\n",
     "\n",
-    "ATAC: https://figshare.com/account/projects/164308/articles/22575370\n",
+    "ATAC: https://figshare.com/articles/dataset/Developing_Human_Cortex_ATAC_Data/22575370\n",
     "\n",
     "If you do not download them manually, the notebook will do so automatically.\n",
     "\n",