{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f557b82a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a905e232",
   "metadata": {},
   "outputs": [],
   "source": [
    "movies= pd.read_csv('Final2.0.tsv', sep='\\t')\n",
    "movies= movies[['titleId','title', 'keys', 'score']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7717e080",
   "metadata": {},
   "outputs": [],
   "source": [
    "movies.rename(columns={'keys':'keywords'}, inplace= True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ba86a11b",
   "metadata": {},
   "outputs": [],
   "source": [
    "array= movies.keywords.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "94b863e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "array=array.astype('object')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b7cad955",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'str' object has no attribute 'type'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-10-b67d0c750307>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[1;32min\u001b[0m \u001b[0marray\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m     \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mi\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtype\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m: 'str' object has no attribute 'type'"
     ]
    }
   ],
   "source": [
    "for i in array[:2]:\n",
    "    print(i.type)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "846f229b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
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 },
 "nbformat": 4,
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}