removing punctuations-2

Author: ostad-ai

removing punctuations from text.ipynb

@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -84,26 +84,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 67,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "---Text with punctuations:\n",
-      " Hello world! Remove punctuations marks from this text; will you?\n",
+      " Hello world! Remove punctuation marks from this text; will you?\n",
       "By the way, Good luck.\n",
       "---------\n",
       "---Text without punctuations:\n",
-      " Hello world Remove punctuations marks from this text will you\n",
+      " Hello world Remove punctuation marks from this text will you\n",
       "By the way Good luck\n"
      ]
     }
    ],
    "source": [
     "#removing punctuations from a text with function remove_punctuations\n",
-    "text='Hello world! Remove punctuations marks from this text;'\n",
+    "text='Hello world! Remove punctuation marks from this text;'\n",
     "text+=' will you?\\nBy the way, Good luck.'\n",
     "print('---Text with punctuations:\\n',text)\n",
     "print('---------')\n",
@@ -112,26 +112,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "---Text with punctuations:\n",
-      " Hello world! Remove punctuations marks from this text; will you?\n",
+      " Hello world! Remove punctuation marks from this text; will you?\n",
       "By the way, Good luck.\n",
       "---------\n",
       "---Text without punctuations:\n",
-      " Hello world Remove punctuations marks from this text will you\n",
+      " Hello world Remove punctuation marks from this text will you\n",
       "By the way Good luck\n"
      ]
     }
    ],
    "source": [
     "#removing punctuations from a text with function only_alphanumeric\n",
-    "text='Hello world! Remove punctuations marks from this text;'\n",
+    "text='Hello world! Remove punctuation marks from this text;'\n",
     "text+=' will you?\\nBy the way, Good luck.'\n",
     "print('---Text with punctuations:\\n',text)\n",
     "print('---------')\n",