diff --git a/overviews/AndreMachado/main.ipynb b/overviews/AndreMachado/main.ipynb
index 6a39ea12..eb8f7c04 100644
--- a/overviews/AndreMachado/main.ipynb
+++ b/overviews/AndreMachado/main.ipynb
@@ -41,23 +41,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {
     "collapsed": true
    },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "C:\\Users\\UR8D\\Anaconda3\\envs\\3W\\lib\\site-packages\\tslearn\\bases\\bases.py:15: UserWarning:\n",
-      "\n",
-      "h5py not installed, hdf5 features will not be supported.\n",
-      "Install h5py to use hdf5 features: http://docs.h5py.org/\n",
-      "\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import warnings\n",
     "warnings.simplefilter(\"ignore\", FutureWarning)\n",
@@ -73,7 +61,7 @@
     "import pandas as pd\n",
     "# from tslearn.preprocessing import TimeSeriesScalerMeanVariance, TimeSeriesScalerMinMax\n",
     "import matplotlib.pyplot as plt \n",
-    "import pandas_profiling\n",
+    "from ydata_profiling import ProfileReport\n",
     "\n",
     "%matplotlib inline\n",
     "%config InlineBackend.figure_format = 'svg'"
@@ -63666,7 +63654,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.9.13"
   },
   "toc": {
    "base_numbering": 1,