testing translate function

Author: Rohit04121998

notebooks/data_exploration.ipynb

@@ -2,17 +2,9 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "c:\\Users\\rohit\\OneDrive\\Desktop\\Langchain\\DS-Project\\steam_sales\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import os\n",
     "import sys\n",
@@ -24,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -57,7 +49,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -342,7 +334,7 @@
        "4  {\"FPS\": 919, \"Gore\": 58, \"Co-op\": 43, \"Retro\":...  "
       ]
      },
-     "execution_count": 18,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -363,6 +355,51 @@
     "game_data.head()"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def is_english(text):\n",
+    "    try:\n",
+    "        # Detect language\n",
+    "        lang = GoogleTranslator(source='auto', target='en').translate(text)\n",
+    "        return lang\n",
+    "    except Exception as e:\n",
+    "        return text\n",
+    "    \n",
+    "non_english_df = game_data[game_data['english'] == 0]\n",
+    "non_english_df['genres'] = non_english_df['genres'].apply(lambda x: is_english(str(x)))\n",
+    "\n",
+    "# english_count = non_english_df['count_english'].sum()\n",
+    "# non_english_count = (~non_english_df['count_english']).sum()\n",
+    "\n",
+    "# print(f'English Strings: {english_count}')\n",
+    "# print(f'Non-English Strings: {non_english_count}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Action;Adventure;Role Playing (RPG)'"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "test = \"Action;Eventyr;Rollespil (RPG)\"\n",
+    "is_english(test)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},