diff --git a/notebooks/load_data.ipynb b/notebooks/load_data.ipynb
index 2f9cfb9..08f33c7 100644
--- a/notebooks/load_data.ipynb
+++ b/notebooks/load_data.ipynb
@@ -24,7 +24,7 @@
     }
    ],
    "source": [
-    "!curl https://rodare.hzdr.de/record/3003/files/VACVPlaque_test.zip -o ../../../../data_backup/VACVPlaque_test.zip \n"
+    "!curl https://rodare.hzdr.de/record/3003/files/VACVPlaque_test.zip -o ../../../data_backup/VACVPlaque_test.zip \n"
    ]
   },
   {
@@ -132,13 +132,39 @@
     "###### We again use the RODARE link  to download the high-content 384-well plate fluorescence microscopy data that is used in the `Fluorescence Microscopy Analysis` detailed in the fp_detailed.ipynb, fp_starter.ipynb and example_analysis.ipynb notebooks. Here we have used `curl` which comes preinstalled in MacOS but `wget` for MacOS, Linux and Windows can be equivalently used as well."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
+      "                                 Dload  Upload   Total   Spent    Left  Speed\n",
+      "  3 9306M    3  340M    0     0  5410k      0  0:29:21  0:01:04  0:28:17 7064k048k      0  0:19:44  0:00:11  0:19:33 7195k 0:27:17  0:00:33  0:26:44 6526k   0  5156k      0  0:30:47  0:00:56  0:29:51 5931k^C\n"
+     ]
+    }
+   ],
+   "source": [
+    "!curl https://rodare.hzdr.de/record/3900/files/cov_raw.zip -o ../../../data_backup/cov_raw.zip"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "!curl https://rodare.hzdr.de/record/3742/ -o ../../../../data_backup/fluorescence.zip"
+    "!unzip ../../../data_backup/cov_raw.zip -d ../../../data_backup/cov_raw/"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "###### These now correspond to 384-well fluorescence microscopy images as used in the `fp_detailed`, `fp_starter` and `example_anaalysis` notebooks as mentioned in the the paper. ```cov_raw``` would be the ```base_dir``` used in these notebooks."
    ]
   }
  ],
diff --git a/setup.py b/setup.py
index 4ea8a6d..5b0b81e 100644
--- a/setup.py
+++ b/setup.py
@@ -13,7 +13,7 @@
 # Get the long description from the README file
 long_description = (cwd / 'README.md').read_text(encoding='utf-8')
 
-version = 'v0.2.2'
+version = 'v0.2.3'
 
 setup(
   name = 'PyPlaque',