diff --git a/TextClassification_LeMonde.ipynb b/TextClassification_LeMonde.ipynb
index dbf7008..5e3d8f5 100644
--- a/TextClassification_LeMonde.ipynb
+++ b/TextClassification_LeMonde.ipynb
@@ -228,7 +228,7 @@
     "\n",
     "**Questions**:\n",
     "\n",
-    "> * Remove the class `ÙNE` from the original dataset using pandas [replace](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.replace.html)\n",
+    "> * Remove the class `ÙNE` from the original dataset\n",
     "> * Plot the class statitics with seaborn\n",
     "> * Create new splits\n",
     "> * Retrain a NaiveBayes classifier using [TfidfVectorizer](https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html) with the 1000 most frequent words."