{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e40e7a4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pytrends.request import TrendReq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0817481a",
   "metadata": {},
   "outputs": [],
   "source": [
    "t= TrendReq()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "7941e2aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "keywords=['rahul gandhi', 'narendra modi']\n",
    "t.build_payload(keywords, cat=0, timeframe='today 5-y', geo='IN', gprop='')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "727a6628",
   "metadata": {},
   "outputs": [],
   "source": [
    "df=t.interest_over_time()[:-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "15d9e364",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='date'>"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA2AAAAE9CAYAAABtHQGkAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAACBRklEQVR4nO3dd3hUZdrH8e9JL6QXWkIvoYYSOtJsKFgRFSsWsK59XdfVtay7q676upa1C9grioJYqNIh9Bpq6CkkpPfMef84aUhLmclMkt/nuriAKefcE4aZcz/P/dyPYZomIiIiIiIi4nhuzg5ARERERESkqVACJiIiIiIiUk+UgImIiIiIiNQTJWAiIiIiIiL1RAmYiIiIiIhIPVECJiIiIiIiUk88HHHQ8PBws127do44tIiIiIiIiMtbu3btMdM0I/54u0MSsHbt2hEfH++IQ4uIiIiIiLg8wzD2n+p2lSCKiIiIiIjUEyVgIiIiIiIi9UQJmIiIiIiISD1xyBowERERERGpueLiYg4dOkRBQYGzQ5Fq8vHxISoqCk9Pz2o9XgmYiIiIiIiLOHToEAEBAbRr1w7DMJwdjpyFaZqkpaVx6NAh2rdvX63nqARRRERERMRFFBQUEBYWpuSrgTAMg7CwsBrNWCoBExERERFxIUq+Gpaa/ntVKwEzDONBwzC2GoaxxTCMzw3D8KlVdCIiIiIi0ii0a9eOY8eO1eg5zZo1c1A0pzZ58mS++eYb4PTx/vDDDzz//PP1FtNZEzDDMFoD9wFxpmn2BNyBax0dmIiIiIiIOI9pmthsNmeH4XCXXnopjz32WL2dr7oliB6Ar2EYHoAfcMRxIYmIiEi5lOwC1h847uwwRKSJSExMpFu3btx9993069ePgwcPctdddxEXF0ePHj146qmnTnj866+/Tr9+/ejVqxc7duwA4Omnn+all16qeEzPnj1JTEw843n/8Y9/EBMTw/nnn8+kSZMqnv/ee+8xYMAAYmNjmTBhAnl5eYA1s3XfffcxdOhQOnToUDHLZZom9957L927d2fcuHGkpKScNd7p06dz77331v6HVkNnTcBM0zwMvAQcAI4CmaZp/vrHxxmGMdUwjHjDMOJTU1PtH6mIiEgT9NCXG5n03kryikqcHYqINBEJCQncdNNNrF+/nrZt2/LPf/6T+Ph4Nm3axOLFi9m0aVPFY8PDw1m3bh133XXXCUlXTcTHx/Ptt9+yfv16Zs6cSXx8fMV9V155JWvWrGHjxo1069aNDz74oOK+o0ePsnTpUmbPnl0xg/Xdd9+RkJDA5s2bee+991i+fPkJ57JHvHV11jb0hmGEAJcB7YEM4GvDMG4wTfOTqo8zTfNd4F2AuLg40/6hioiINC3rDhxn6W5rvcLvO48xtmcLJ0ckIvXpmR+3su1Ill2P2b1VIE9d0uOMj2nbti2DBw+u+PtXX33Fu+++S0lJCUePHmXbtm307t0bsBIkgP79+zNz5sxaxbR06VIuu+wyfH19Abjkkksq7tuyZQtPPPEEGRkZ5OTkcOGFF1bcd/nll+Pm5kb37t1JTk4G4Pfff2fSpEm4u7vTqlUrxowZc8K57BFvXVWnBPE8YJ9pmqmmaRYDM4Ghjg1LREREXp+/ixA/T4J8Pfl1W5KzwxGRJsLf37/iz/v27eOll15i/vz5bNq0iXHjxp3Qct3b2xsAd3d3SkqsmXoPD48T1o6drUW7aZ5+7mby5Mm88cYbbN68maeeeuqU5/7jMc7UlfBU8da36mzEfAAYbBiGH5APnAvEn/kpIiIiUhdbDmeyMCGVRy7owp7UXBbsSKGk1IaHu3aQEWkqzjZTVR+ysrLw9/cnKCiI5ORk5s6dy6hRo874nHbt2jF79mwA1q1bx759+874+OHDh3PHHXfw17/+lZKSEubMmcOUKVMAyM7OpmXLlhQXF/Ppp5/SunXrMx5rxIgRvPPOO9x0002kpKSwcOFCrrvuuuq/4Hpw1gTMNM1VhmF8A6wDSoD1lJUaioiIiGO8vmAXgT4e3DS0Hct2HeO79YeJ33+cwR3CnB2aiDQhsbGx9O3blx49etChQweGDRt21udMmDCBjz76iD59+jBgwAC6dOlyxscPGDCASy+9lNjYWNq2bUtcXBxBQUGA1Zxj0KBBtG3bll69epGdnX3GY11xxRUsWLCAXr160aVLF0aOHFn9F1tPjDNN+dVWXFycWXXxnIiIiFTfjqQsxr66hPvO7cxD53cht7CEvv/4jRsGteXvl3R3dngi4kDbt2+nW7duzg6j3uXk5NCsWTPy8vIYMWIE7777Lv369XN2WNV2qn83wzDWmqYZ98fHqo5BRETExby5cA/+Xu7cOqwdAP7eHgzrGMZv25POuFZCRKShmjp1Kn369KFfv35MmDChQSVfNVWdNWAiIiJSjxbtSOHSPq0I9vOquO2CHi1YOHMzCcnZxLQIdGJ0IiL299lnnzk7hHqjGTAREREXYpomOUUlhDfzPuH2c7tFYhjw29ZkJ0UmIiL2oARMRETEhRSW2DBN8PVyP+H2yAAf+kQH8+s2JWAiIg2ZEjAREREXklto7Uvj5+l+0n0XdG/B5sOZHMnIr++wRETETpSAiYiIuJC8olIA/LxPXqY9JiYSgOV70uo1JhERsR8lYCIiIi4kv7gsAfM6eQasU2Qzmnl7sPFgRj1HJSJSfyZPnsw333zj7DAAWLRoEePHjwfghx9+4Pnnn6/zMdUFUURExIVUzICdIgFzdzPoHRXEBiVgIuKiSkpK8PBwTIpRWlqKu/vJn4315dJLL+XSSy+t83E0AyYiIuJC8oqsNWC+nqe+gImNDmb70SwKymbKRETsKTExkW7dujFlyhR69OjBBRdcQH6+te70vffeY8CAAcTGxjJhwgTy8vIAa8bqoYceYvTo0fzlL39hz549jB07lv79+3POOeewY8eOisfdd999DB06lA4dOlTMcpmmyb333kv37t0ZN24cKSkpFfG0a9eOZ599luHDh/P111+fNoaqnn76aW6++WYuuOAC2rVrx8yZM3n00Ufp1asXY8eOpbi4GID58+fTt29fevXqxa233kphYSEAP//8MzExMQwfPpyZM2dWHHf69Once++9df4ZKwETERFxIXmFp58BA+gTHUyJzWTrkaz6DEtEmpBdu3Zxzz33sHXrVoKDg/n2228BuPLKK1mzZg0bN26kW7dufPDBBxXP2blzJ/PmzePll19m6tSpvP7666xdu5aXXnqJu+++u+JxR48eZenSpcyePZvHHnsMgO+++46EhAQ2b97Me++9x/Lly0+Ix8fHh6VLl3LttdeeMYaq9uzZw5w5c5g1axY33HADo0ePZvPmzfj6+jJnzhwKCgqYPHkyX375JZs3b6akpIS33nqLgoICpkyZwo8//siSJUtISkqy949XJYgiIiKuJO8Ma8DASsAANhzMoH/bkPoKS0ScYe5jkLTZvsds0QsuOvM6pvbt29OnTx8A+vfvT2JiIgBbtmzhiSeeICMjg5ycHC688MKK50ycOBF3d3dycnJYvnw5EydOrLivfGYJ4PLLL8fNzY3u3buTnGxtq/H7778zadIk3N3dadWqFWPGjDkhnmuuuabiz2eKoaqLLroIT09PevXqRWlpKWPHjgWgV69eJCYmkpCQQPv27enSpQsAN998M2+++SajRo2iffv2dO7cGYAbbriBd99994w/r5pSAiYiIuJC8stKEE/VBRGgeaAPLYN81IhDRBzG27tyI3h3d/eKEsTJkyfz/fffExsby/Tp01m0aFHF4/z9/QGw2WwEBwezYcOGsx7bNM2KPxuGcdp4yo99thhOdR43Nzc8PT0rju/m5kZJSckJ5/6jM8ViD0rAREREXEhFE45T7ANWLjYqWI04RJqCs8xU1bfs7GxatmxJcXExn376Ka1btz7pMYGBgbRv356vv/6aiRMnYpommzZtIjY29rTHHTFiBO+88w433XQTKSkpLFy4kOuuu67WMVRHTEwMiYmJ7N69m06dOvHxxx8zcuRIYmJi2LdvH3v27KFjx458/vnntTr+mWgNmIiIiAspT8B8T1OCCNCnTTAH0vNIzy2qr7BERPjHP/7BoEGDOP/884mJiTnt4z799FM++OADYmNj6dGjB7NmzTrjca+44go6d+5Mr169uOuuuxg5cmSdYzgbHx8fpk2bxsSJE+nVqxdubm7ceeed+Pj48O677zJu3DiGDx9O27Zta32O0zHONP1WW3FxcWZ8fLzdjysiItLY/eeXHby1aA97/nXxactgVu5N49p3VzJt8gBGl23OLCKNw/bt2+nWrZuzw5AaOtW/m2EYa03TjPvjYzUDJiIi4kLyikrx8/I44xqEXq2DcDNQGaKISAOkBExERMSF5BeVnrYDYjl/bw+6NA9QAiYi0gApARMREXEhedVIwMBqxLHxUMYZO3mJiIjrUQImIiLiQvKKSvH1OnuT4j5tgsnIK2Z/Wl49RCUi9UkDKw1LTf+9lICJiIi4kLyikmrNgFXdkFlEGg8fHx/S0tKUhDUQpmmSlpaGj49PtZ+jfcBERERcSF5RKQE+Z/967hzZDF9Pd9YfOM7lfWu3D46IuJ6oqCgOHTpEamqqs0ORavLx8SEqKqraj1cCJiIi4kLyi0ppHuh91sd5uLsxqEMo83ek8PSl5hm7JopIw+Hp6Un79u2dHYY4kEoQRUREXEhecQl+1VgDBjC+dysOHc9XGaKISAOiBExERMSF5BeV4luNNWAAF/Rojpe7G7M3HXVwVCIiYi9nTcAMw+hqGMaGKr+yDMN4oB5iExERaXLyikrx86xeAhbo48mILhHM2XQUm00L9kVEGoKzJmCmaSaYptnHNM0+QH8gD/jO0YGJiIg0NTabWe19wMpdEtuSpKwC4vcfd2BkIiJiLzUtQTwX2GOa5n5HBCMiItKUFZSUAuDnXf0eWed1a46PpxuzNx1xVFgiImJHNU3ArgU+d0QgIiIiTV1eUVkCVoMZMH9vD8bERPLT5qOUlNocFZqIiNhJtRMwwzC8gEuBr09z/1TDMOINw4jXvgUiIiI1l1+WgPlWcw1YuUt6t+JYThGr9qU7IiwREbGjmsyAXQSsM00z+VR3mqb5rmmacaZpxkVERNgnOhERkSakcgasZtt0jo6JxN/LXWWIIiINQE0SsEmo/FBERMRhcotKgJqVIAL4eLpzXvfmzN2SRKm6IYqIuLRqJWCGYfgB5wMzHRuOiIhI05VfizVg5UZ2iSAjr5jdKTn2DktEROyoWgmYaZp5pmmGmaaZ6eiAREREmqraliAC9IkOBmDDQbWjFxFxZTXtgigiIiIOkldWguhbixmwdmH+BPp4sOGgxkpFRFyZEjAREREXUZcSRDc3g9joYDYczLBzVCIiYk9KwERERFxEbh0SMLDKEHcmZ1fMpImIiOtRAiYiIuIi8iu6INZ8DRhYCVipzWTL4Sx7hiUiInakBExERMRF5BWV4uFm4OVRu6/n2LJGHBtVhigi4rKUgImIiLiIvKLSWjXgKBfezJuoEF+tAxMRcWFKwERERFxEflFprdd/lVMjDhER16YETERExEXkFpXUev1Xub7RwRzOyCc1u9BOUYmIiD0pARMREXER9poBAzQLJiLiopSAiYiIuIg8OyRgPVsF4e5mqBGHiIiLUgImIiLiIvKKS/GtYwmir5c7XZsHaAZMRMRFKQETERFxEflFJfh51m0GDKBPm2A2HsrAZjPtEJWIiNiTEjAREREXkVtY9xJEsDZkzi4oYe+xXDtEJSIi9qQETERExEXkF9dtH7ByfbQhs4iIy1ICJiIi4iLyikrw967bGjCAjhHNaObtoXVgIiIuSAmYiIiIC7DZTAqKbfjaYQ2Yu5tBr9ZBbDyUUffARETErpSAiYiIuID84lIAu6wBA6sRx/ajWRSUHVdERFyDEjAREREXkFtUAtgvAYuNCqa41GTrkSy7HE9EROxDCZiIiIgLyC+yZqrqug9Yub5tggE14hARcTVKwERERFxAXlkC5m+nGbDmgT60CPRRIw4RERejBExERMQF5FXMgNknAQOrHb0acYiIuBYlYCIiIi6gvATRz04liACx0cHsT8sjPbfIbscUEZG6UQImIiLiAuzdhAOqbMisWTAREZehBExERMQF5DugBLFXVBCGARsOZNjtmCIiUjdKwERERFxAZRMO+5UgNvP2oEtkgGbARERcSLUSMMMwgg3D+MYwjB2GYWw3DGOIowMTERFpSvLKShDtOQMGZY04DmZgmqZdjysiIrVT3Rmw/wI/m6YZA8QC2x0XkoiISNNT2YTDvglYbHQwx/OK2Z+WZ9fjiohI7Zw1ATMMIxAYAXwAYJpmkWmaGQ6OS0REpEnJKy7F093A092+qwPUiENExLVU51O+A5AKTDMMY71hGO8bhuH/xwcZhjHVMIx4wzDiU1NT7R6oiIhIY5ZXWIKvp31nvwC6NG+Gr6c769WIQ0TEJVQnAfMA+gFvmabZF8gFHvvjg0zTfNc0zTjTNOMiIiLsHKaIiEjjlldUir+3/RpwlPNwd6NXVBBr9x+3+7FFRKTmqpOAHQIOmaa5quzv32AlZCIiImInecWldm/AUW5IhzC2HMkkM6/YIccXEZHqO2sCZppmEnDQMIyuZTedC2xzaFQiIiJNTH5Rqd0bcJQb1ikc04QVe9MccnwREam+6q70/RPwqWEYm4A+wL8cFpGIiEgTlFdUgp+n/UsQwWrE4evpzrLdxxxyfBERqb5qfdKbprkBiHNsKCIiIk1XXlEpIX5eDjm2l4cbgzqEsmyPEjAREWezb69bERERqRWrCYdjShABhnUMZ29qLkmZBQ47h4iInJ0SMBEREReQX1SKr4NKEAGGdgoDUBmiiIiTKQETERFxAXlFJQ5rwgHQrUUgof5eKkMUEXEyJWAiIiIuIM+BXRAB3NwMhnQIY/nuNEzTdNh5RETkzJSAiYiIOFmpzaSwxOawfcDKDe0URlJWAXuP5Tr0PCIicnpKwERERJwsr6gEAH8vx60BAxjeKRyA5VoHJiLiNErAREREnCy/qBTA4TNgbUL9aB3sy1IlYCIiTqMETERExMnyyhIwR64BAzAMg2GdwlixJ41Sm9aBiYg4gxIwERERJ6uvBAxgWKdwsgpK2Hok0+HnEhGRkykBExERcbLyNWC+Dl4DBjCkY/l+YGkOP5eIiJxMCZiIiIiT1ecMWGSAD12aN2O59gMTEXEKJWAiIiJOtighFXc3g+gQv3o537BO4axJTKewpLReziciIpWUgImIiDjRsZxCPlu9n8v6tKJFkE+9nHNYx3AKim2s259RL+cTEZFKSsBERESc6P0l+ygssXHP6E71ds5BHUJxdzNYpnb0IiL1TgmYiIiIkxzPLeLjFYmM792KjhHN6u28AT6e9I4KYpnWgYmI1DslYCIiIk4ybXkiuUWl3DO6Y72fe1jHcDYdyiS7oLjezy0i0pQpARMREXGCrIJipi3bx4U9mhPTIrDezz+0UxilNpNVe9Pr/dwiIk2ZEjAREREn+HjFfrILSvjTmM5OOX+/NiH4eLqpDFFEpJ4pARMREalnRSU2ZixPZESXCHq2DnJKDD6e7gxoF8pybcgsIlKvlICJiIjUs7lbjpKSXcgtQ9s5NY6hHcNJSM4mJbvAqXGIiDQlSsBERETq2YzlibQL82NklwinxjGsUxgAK/ZoFkxEpL4oARMREalHmw9lsu5ABjcNaYebm+HUWHq0CiLQx0P7gYmI1CMlYCIiIvVo+vJE/LzcuSouytmh4O5mMKRjGMt2p2GaprPDERFpEpSAiYiI1JO0nEJ+3HSECf2iCPTxdHY4AAzvFM7hjHwOpOc5OxQRkSbBozoPMgwjEcgGSoES0zTjHBmUiIhIY/TFmoMUldi4eWhbZ4dSYWincACW7U6jbZi/k6MREWn8ajIDNto0zT5KvkRERGqupNTGJyv3M7xTOJ0iA5wdToUO4f60CPTRfmAiIvVEJYgiIiL1YMmuYxzNLOCGwW2cHcoJDMNgaKcwVuxJw2bTOjAREUerbgJmAr8ahrHWMIypjgxIRESkMfp67UFC/b0YE9Pc2aGcZFjHcNJzi9iRlO3sUEREGr3qJmDDTNPsB1wE3GMYxog/PsAwjKmGYcQbhhGfmppq1yBFREQasuO5RczblsLlfVrj5eF6xSfDKtaBqQxRRMTRqvUtYJrmkbLfU4DvgIGneMy7pmnGmaYZFxHh3I0lRUREXMmsDYcpKrUx0QVaz59KiyAfOkb4ax2YiEg9OGsCZhiGv2EYAeV/Bi4Atjg6MBERkcbi67WH6Nk6kG4tA50dymkN6xTO6n3pFJXYnB2KiEijVp0ZsObAUsMwNgKrgTmmaf7s2LBEREQah21Hsth6JIur+rnm7Fe5oR3DySsqZeOhDGeHIiLSqJ11HzDTNPcCsfUQi4iISKPz9dqDeLm7cVmf1s4O5YyGdAjDzbDWgQ1oF+rscEREGi3XWwksIiLSSBSV2Ji14QjndY8kxN/L2eGcUZCfJz1bB7FiT5qzQxERadSUgImIiDjIooQU0nOLmNg/2tmhVEubUD9SswudHYaISKOmBExERMRBlu0+hq+nO8M7hzs7lGrx9XSnoLjU2WGIiDRqSsBEREQcZNW+dPq3DcHTvWF83fp6uZOvBExExKEaxjeCiIhIA5ORV8SOpGwGtW84DS18PJWAiYg4mhIwERERB1iTeByAgQ0sASsotmGzmc4ORUSk0VICJiIi4gCr9qbh5eFGbHSws0OpNl9PdwAKtRmziIjDKAETERFxgNWJ6fSJDsanLKlpCHw9rcsCNeIQEXEcJWAiIiJ2llNYwpbDmQ1q/RdYTTgArQMTEXEgJWAiIiJ2Fp+Yjs1sWOu/gIrZOiVgIiKOowRMRETEzlbvS8fDzaB/2xBnh1IjFQlYkRIwERFHUQImIiJiZ6v2pdOzdRB+Xh7ODqVGyptwaA2YiIjjKAETERGxo/yiUjYdymBQh4ZVfgiVa8AKitUFUUTEUZSAiYiI2NH6g8cpLjUbXAMOqJwB0xowERHHUQImIiJiR6v2pmMY0L9tw0vAfMra0CsBExFxHCVgIiIidrR09zG6twwkyNfT2aHUWHkTjgI14RARcRglYCIiInaSeCyXtfuPc3Gvls4OpVZUgigi4nhKwEREROzkm7WHcDNgQr8oZ4dSK5VNOJSAiYg4ihIwEREROyi1mXy77hDndI6gRZCPs8OpFR8PzYCJiDiaEjARERE7WLb7GEczC5gY1zBnvwDc3Ay8PNyUgImIOJASMBERETv4eu0hgnw9Oa9bc2eHUie+nu5qwiEi4kBKwEREROooM6+YX7YmcVmfVhWdBBsqX093zYCJiDiQEjAREZE6+mHTEYpKbEzsH+3sUOrM18udgmKbs8MQEWm0lICJiIjU0TfxB4lpEUDP1oHODqXOfDQDJiLiUErARERE6mD70Sw2Hsrkqv5RGIbh7HDqzMfTTW3oRUQcqNoJmGEY7oZhrDcMY7YjAxIREWlIZixPxMfTjav6N9zuh1X5erqTryYcIiIOU5MZsPuB7Y4KREREpKE5nlvE9xsOc0Xf1gT7eTk7HLtQEw4REceqVgJmGEYUMA5437HhiIiINBxfxh+koNjGzUPbOTsUu/HxclcJooiIA1V3BuxV4FHgtG2RDMOYahhGvGEY8ampqfaITURExGWV2kw+XrGfQe1DiWnR8JtvlPP1VBdEERFHOmsCZhjGeCDFNM21Z3qcaZrvmqYZZ5pmXEREhN0CFBERcUXztidzOCOfyY1o9gusJhwqQRQRcZzqzIANAy41DCMR+AIYYxjGJw6NSkRExMXNWJ5IqyAfzu/e3Nmh2JWacIiIONZZEzDTNP9qmmaUaZrtgGuBBaZp3uDwyERERFzUzuRslu9J4/rBbfFwb1w7upQ34TBN09mhiIg0So3rW0NERKQefLnmIF7ubkwa2MbZodidj5c7AIUlWgcmIuIINUrATNNcZJrmeEcFIyIi4upsNpM5m44yoksEof6No/V8Vb6eVgKmTogiIo6hGTAREZEaiN9/nKSsAi6JbensUBzCpywBUyMOERHHUAImIiJSA7M3HcHH043zujWu5hvlymfA1IhDRMQxlICJiIhUU0mpjZ82H2VMTCT+3h7ODschNAMmIuJYSsBERESqadW+dI7lFDG+dytnh+Iwvl7la8DUhENExBGUgImIiFTT7E1H8PNyZ3TXSGeH4jBqwiEi4lhKwERERKqhuNTG3C1JnN+9ecUsUWPk42ldGmgNmIiIYygBExERqYalu4+RkVfcqMsPoUoTDs2AiYg4hBIwERGRapi98SgBPh6M6BLu7FAcSk04REQcSwmYiIjIWRSWlPLr1iQu7NECb4/GW34IlU04CpWAiYg4hBIwERFpdEpKbXy6aj+HjufZ5XiLE1LJLixhfO/GuflyVSpBFBFxLCVgIiLSqOQVlXDnJ2v523dbeHPhHrscc/amo4T4eTKsU+MuP4QqJYhFakMvIuIIjXMXSRERaZKO5RRy2/Q1bD6cSWSAN+sPHK/zMfOLSpm3PZnL+rTG073xj1u6uxl4ubtpBkxExEGUgImISIOXml3IooQUXl+wm5TsAt6+oT/bj2bz6vydZOYXE+TrWetjL9iRQl5RKZc0gfLDcj6ebtoHTETEQZSAiYhIg/Xd+kNMX5bIxkOZALQO9uXzKYPp2yYEf28PTBM2HMxgZJeIWp9j9qYjhDfzZlCHMHuF7fJ8vdyVgImIOIgSMBERaXBM0+SlXxN4c+EeurUM5OHzuzA6JpIerQIxDAOA2Ohg3AxYu/94rROwnMISFuxI4doB0bi7GfZ8CS7N19NdJYgiIg6iBExERBqUohIbf/l2E9+tP8ykgdH847KeeJxibVYzbw9iWgSybn/t14HN25ZMYYmN8bGNe/PlP/LxdCe/SAmYiIgjKAETEZEGI6ugmLs+Wcuy3Wk8ckEX7hndqWLG61T6tw1h5rpDlNrMWs1gzd50hBaBPvRvE1KXsBscH82AiYg4TONv5yQiIo3C0cx8rn57Bav2pvPK1bHcO6bzGZMvsBKw3KJSEpKya3y+jLwiFu9MZXzvlrg1ofJDsEoQtQZMRMQxlICJiIjL2340iyveXM6h4/lMv2UgV/aLqtbz+re1Zq7W7k+v8Tn/t2gPJTaTCf2rd67GxGrCoX3AREQcQQmYiIi4tGW7j3H12ysA+PrOIQzvXP3NkKNCfIkM8GZtDdeBJR7LZdqyfVzVL4puLQNr9NzGQE04REQcR2vARETEZc1cd4hHv9lEx4hmTL91AC2DfGv0fMMw6N82hLU13JD533O34+nuxp8v7Fqj5zUW3p5uasIhIuIgmgETERGXY5ombyzYxUNfbWRg+1C+vmtIjZOvcv3bhnAwPZ+UrIJqPX7FnjR+2ZrM3aM6EhnoU6tzNnRaAyYi4jhKwERExKWUlNp4/LvNvPTrTq7o25rptwwk0Mez1sfrV7YObF01ZsFKbSb/mL2N1sG+3H5Oh1qfs6FTAiYi4jhKwERExGXkFpYw5aN4Pl99kHtGd+SVq2Px8qjbV1XPVkF4ebgRn3j2BOyz1QfYdjSLv1wUg4+ne53O25D5ellrwEzTdHYoIiKNzlnXgBmG4QP8DniXPf4b0zSfcnRgIiLStKRkF3Db9Hi2HsnkX1f04rpBbexyXC8PN2Kjgli2J+2M+4Gt3JvGsz9u5ZzO4VzSu6Vdzt1Q+Xi6YzOhqNSGt0fTTURFRByhOsOKhcAY0zRjgT7AWMMwBjs0KhERaVKW7ErlijeXszslh/dvjrNb8lXuqv5RbD+axfNzt5/y/r2pOdzx8VrahPrxxqR+Z91frLErn/0rKFIrehERezvrDJhp1R/klP3Vs+yXahJERKTODqTl8dycbfy6LZm2YX58MXUwsdHBdj/PNQPasO1IFu8t2Ue7cH+uH9S24r7juUXcOn0N7m4G0yYPJMiv9uvNGgvfsgQsv7iUIPTzEBGxp2q1oTcMwx1YC3QC3jRNc5VDoxIRkUYrM6+YxbtSWbgjhTmbj+LhZvDo2K7cNry9Q8vdnhzfnf3pefx91laiQ/xoGeTDgh0pfLvuEEcyC/h8yiDahPk57PwNia+XVSCjRhwiIvZXrQTMNM1SoI9hGMHAd4Zh9DRNc0vVxxiGMRWYCtCmjX1LR0SkUmp2Ia/8lkBxqck/LuuJr5fWZ0jDYLOZPPTVBn7cdJRSm0mInydX9m3NA+d1oUWQ49u9e7i78fqkvkx8ewU3T1tNeX+JmBYBvHldP/q3DXV4DA1F1RkwERGxrxptxGyaZoZhGIuAscCWP9z3LvAuQFxcnEoUReysuNTGjOWJ/HfeLgpKSimxmexOyeGDm+MIa+bt7PBEzmra8kS+33CEGwe35fK+rekTHXzahhiOEuDjyQeTB/D6/F30igpidNdIWgXXbn8xpzieCBs+g07nQ/QAh53GRwmYiIjDVKcLYgRQXJZ8+QLnAS84PDIRqVBYUsqV/1vO1iNZjOoawd/Hd2dncg73f7GeCW8tZ/otA2kX7u/sMEVOa3dKDi/+vIPzukXy7GU9nNrkonWwL89P6O2089eKzQZr3oN5T0NxHix+ATpfAKMfh1Z97X66yiYcSsBEROytOl0QWwILDcPYBKwBfjNNc7ZjwxKRquZvT2HrkSyev7IX0yYPoENEM8b2bMFnUwaTmV/MlW8t50hGvrPDFDmlklIbD3+1AT8vd/51Za8m32GwxjIOwrSLYO6j0HYo3LMazn0KDq2Bd0fB9/dAsX3//6sEUUTEcc6agJmmuck0zb6mafY2TbOnaZrP1kdgIlLp6/iDtAj0YWJc9AkXr/3bhvD1nUPJLSzhhZ93ODFCkdN7a9EeNh7K5LnLexEZ4Pi1Xo3OouchaRNc/jZc/w1EdIVzHoL7N8HwB2HDJ/DhWCtRs5PytaUFxWpDLyJib9WZARMRJ0rOKmDxzlSu7Nf6lOtlOkU2Y8o5HZi14QjrDhx3QoQip5d4LJf/zt/FpbGtGNfENzeutcPx0O4c6DMJqs4e+gTCeU/DpC8hfa81G7ZviV1OqRkwERHHUQIm4uJmrjuMzbQ2kj2du0Z1JCLAm2d/3IZpqgeOuI7le9IosZk8eH4XZ4fSMBXmQGoCtO53+sd0HQtTFoBfKHx0Kfz6BBTl1em0asIhIuI4SsBEXJhpmny99iBxbUPoENHstI/z9/bgzxd2ZcPBDH7YeKQeIxQ5s82HMwn08aCd9teqnaMbAfPsjTbCO1tJWP/JsPx1eHsYJC6r9Wl9PMv2AVMTDhERu1MCJuLC1h3IYG9qLhPjTj/7Ve6qflH0aBXIC3N3kK+LJnERWw5n0isqSI03auvIeuv36nQ69A6A8f8HN/8Ipg2mXwzx02p1Ws2AiYg4jhIwERf2zdqD+Hq6M653q7M+1s3N4O/ju3Mks4APl+2rh+hEzqywpJQdSVn0bB3k7FAariPrIDAKmkVW/zntR8Bdy6029XMeht3zanxaT3c3PN0NCpSAiYjYnRKwsykthoS5VkmHTV9EUn/yi0r5ceNRLurVgmbe1dszfVCHMMbERPLekr3kFpY4OEKRM9uZlENxqUnv1sHODqXhOrIeWvWp+fO8/OGqDyGyO3w1GZK31vgQPp7umgGTevGfX3Zw2ZvLWLEnzdmhiNQLJWCnk7oTfvozvNwVPr/WWtS8bZazo5Im5Jt1h8gpLGFi/+gaPe9PYzqRkVfMJyv3OygykerZfDgTgF6aAaud/ONWd8MzNeA4E+8AuO5L8G4Gn14N2Uk1erqvp7tmwMThTNPkm7WH2Hgwg0nvreSez9axIymLWRsOc/8X6xny7/k8NWsLJaXaEkEaDyVgp7LzF3h3JKydYbX+nfQFhHWGpa+AOsxJPTiYnscLc3cwuEMogzuE1ui5fduEcE7ncN5bsldrwRo50zR5atYWJry13NmhnNLmwxkE+XoSHerr7FAapiMbrN+rs/7rdIJaW0lY/nH46LIa7RXm4+muzxBxuAPpeSRnFfLEuG48cF5n5m1LZuyrS7j/iw0s3XWMTpHNmLFiP1M+ildlhzQa1atrakrWfAA/PQIteltfWgEtrNtzj8EP98Lu+dD5POfGKI2azWby6DebAPjPVbG1al7wpzGdufqdFXyx5gC3DGtv7xDFRbzz+15mrLBmOlOyC1xuk+PNhzPp1VoNOGqtJg04zqRlrPV99sX18P55cP1X1m1n4asSRKkHq/alAzCySwSdmwdwVf8oftuWTJ/oYGKjgnFzM/h01X6e/H4L1767kndv6k+ovxcA7oaBh7vmEqTh0bu2nGnCvKdhzkPWwuXJcyqTL4De10Bga1jystNClKZhxopEVuxN48nx3YgOrV3r7oHtQxnYPpR3Fu+lsEQXUI3Rz1uO8vzcHfRoFQjAxoOZTo7oRIUlpSQkZasBR10cWQch7cE3pO7Han8O3PYLuHvCtIth129nfYqPlzsFxSr7EsdatTedUH8vOkVaW61Ehfhxy7D29G0TgpubNXhz/aC2vHdTHLtTchjy7wV0feJnuj7xMzFP/szTP2wlM7/YmS9BpMaUgJXb9j0s/T9rD5VrPrVq5qvy8IKhf4IDy+HASmdEKE3AntQcnp+7gzExkVwdV7O1X39035jOJGUV8M3aQ3aKTlzFxoMZPPDlBvq1Ceaz2wfj7maw8WCGs8M6QXkDDq3/qoMjG2q//utUIrvB7fMgtAN8djUsev6MzaV8Pd00AyYOtzoxjQHtQs46U35ut+Z8f88w/nxh14pfV/RtzYwViYx+aRFfrD5AqU3LRKRhUAIGUJgDv/wNWvSCca+A+2kqM/vdBL6hsOSV+o1PmozHZ27Gx9Od56/sVeeyrWGdwujbJpjX5u8iJbvAThFKdTlqwfimQxncOn0N4c28efemOIL8PIlpEcAGF0vANh3OAKB3lBKwWslJhcyDdS8//KOAFnDLXOh1NSz6N8y4BDJPPUijJhziaEcy8jmYns+g9mHVenzXFgHcM7pTxa//TIzlx3uH0zHCn8dmbubez9ZhUxImDYASMIAlL0HWYbj4ZXBzP/3jvPxh8N2w6xdI2lx/8UmTsHJvGqv2pfPAeZ2JDKz7Wh7DMPjHZT3Jyi9hyox4LaavJwlJ2Vz33koG/HMeu5Kzz/r4opLqJ2rztydzzTsr8fVy56NbBxLezBuAPtHBbDyY4VIXHlsOZxLk60lUiBpw1ErF+i87zoCV824GV74DV7wDRzfCW8Ngy7cnNZlSEw5xtNVl678Gtq9Zs6mqerYO4qs7hvDo2K7M3ZLEC7/ssFd4Ig6jBOzYLlj+BsReB20GVdxss5kUn2oEe+Dt4O4NGz6vxyClKXh9wS7Cm3kzaWAbux2zZ+sg/nttHzYdzuShrza41AV6Y5OZV8zTP2zl4teWsPVIFm6GwS3T15CaXXjKx5faTP4+awu9n/mFHzceOevxP1lpdQHrFNmMmXcPpUNEZZl0bHQw2YUl7D2Wa7fXU1ebD2fSO0oNOGrtyDrAgJa9HXeO2Gvhjt8hrCN8c6vVpKNKq3o14RBHW7UvnQAfD7q1DKzTcQzD4K6RHblhcBveWbyXL1YfsFOEIo7RtBMw04S5j4KnH5z/TNlNJj9sPMKwFxbQ++lfuX1GPJ+tOkByVlkJl28ItBkMexc6MXBpbNbuP86y3WlMHdEeH88zzMLWwgU9WvC3i7sxd0sS//k1wa7Hlko3TVvNjBWJXDsgmkWPjGLaLQM4llPI1I/jTyrjyi8q5Y6P1/LRiv2E+Xvzp8/X8+7vezBPsc3FwfQ87vpkLU98v4WRXSL4Yurgk7od9o0OBnCZMkQ14LCDI+shoqu1l5cjhXWEW3+F8/8Be+bDmwNh+2xATTjE8VbtS2NAu1Dc3eo+UGMYBk9f0oORXSJ44vstLNt9zA4RijhG003AbDZY/hrsWQCjH4dmkWw7ksU176zkvs/XE+rvxVX9o9iRlMXj321m+AsLmLmurE6+42hI2VbjTS1FTueNBbsI8fPk+kFtHXL824a35/pBbXhr0R5+2nzUIedoyhKP5bLxYAZ/vSiGf17RixB/L3pHBfPqNX3ZcDCDh7/eyMH0PA6m57EzOZtr31vJ/B3JPHtZD+Y/PJJxvVryr5928PQPWzmQZj1uf1our87byXmvLGZhQgoPn9+F926Kw9/75DWqHSKa0czbw2UacSQkZasBR10dWQ8t+9TPudw9YNh9cOcyq9vvL38FtAZM6q6wpPTU1URAanYhe1Nz61R++Ece7m68cV1fOkY0446P17J0l5IwcU1Ncx+wtD0w616ro2GXsTDgdpbuOsbkaasJ8PHgX1f04poB0bi7GZimye6UHJ76YSsPfbWRIxn53BMzCgNg7yKrhEOkDjYfymRhQip/vrDrKS+u7cEwDJ6+tAdbDmfyt+82M6BdKBEB3g45V1P027ZkAC7q2fKE28f2bMFjY2P499wdzNlUmfh6e7jx9g39ubCHtdXF65P60jLIh/eX7qvY16vc+N4tefzibrQKPv1aKnc3g95RQS4zA7b5sNUSXwlYLeWlQ04ytOhZv+cN7wQ9roSFz0FRbkUJommaKiWVGisoLuWK/y0nPbeQxy/uxqWxrU54H61JrPv6r1MJ8PFkxq0DmTxtNZOnreaFCb2Z0D/KrucQqaumlYCZJqx8C+Y/Ax7ecNn/oM917ErJ4a5P19IpshmfTxlMSNkGf2BduHZuHsD0Wwby6DcbeenXnRw5HsU//cIw9ixUAiY1Zpom+9PyKClbj/XqvJ0E+nhw0xDHzH6V83R34+WrY7n4taX8deZm3rupvy6qTsFmM0nNKSQywLvaP5/ftiXTrWXgKfdtmzqiAzEtA09YC9YnOohOkZWlZW5uBk+M786orpEkZVV2rOwY4U/fNtXbAyo2Opj3ft9LQXGp3ctYa+JYTiGfrjxAmL+XGnDUVmpZqXBETP2fO6JrRQw+ngGU2kyKS028PPRZITXzf7/tZPvRLDpFNuP+Lzbwycr9/H18D3qVdUZdtTcNX093hwzUtAjy4as7h3DXJ2t5+Gtr8PzeMZ30nScuo+kkYEW51qzX1pnQ5SK45FUIaMGxnEJumb4Gbw93Ppg84ITkqyovDzf+75o+tAr25X+L9nBdyz703LvISur0H1pq4JkftzF9eeIJt913bmcCfDwdfu5OkQE8emFXnpuznW/WHmJiHfcaaywKiktZlJDC/O0pLNqZSmp2Ia2CfBgVE8mYrpGc0yUcb49TJzVpOYXE70/n3jGdT3m/YRiM7BJRrTiGdw6v9WvoEx1Mic1k65Es+re1w8a9tbA3NYfJ09aQkl3Am9f108VObaWWdXErT4bqU2S3shgS8PG0GlPlF5fi5dF0VyxIzcUnpvPukr1MGhjNPy/vxddrD/Lizwlc8sZSOoT7MzomkkU7U+nfNgRPd8e8twJ9PJk2eSCPfbuJl3/byeGMfJ67vCceDjqfSE00jQQsfR98eQMkb4XznoZhD4BhUFBcypSP4jmWU8iXU4fQ+gwlPmBdSD06NobcwhI+Wt2BFz3nQ8p2aN69Xl6GNHy/70xl+vJEruzXmlFdIwHwdDMYHRNZbzHcOqw9v25L5tkftzG0U/hZ3/dNwT2frmP+jhQCfDwY2SWC2Khg4venM2v9YT5bdYDoUF+eHNed87s3PympmL8jBZsJF3Rv7qToLX2qNOJwRgK2dn86t8+Ix80w+HzK4GrP3MkppCaApz8EOqFsKqQ9uHlC6nZ8A4cCUFhcCr6OHyCSxiG3sISHv95IVIgvfxvXHTc3g2sGtGFsz5Z8t+4QCxJS+XjFfopKbVzt4EFALw+r8qNVsC9vLNxNUpY1OOSocn+R6mr878CkLTBjPJg2uOEb6HRexV0v/ZLA+gMZvHV9P2LLLl6q47GLujE5YRDkvUdBwjx8lIBJNWTmF/PoN5voFNmMf13Ry2llYm5uBi9PjGXsq79z72fr+HzKYKeWrDnbwoQU5u9I4cHzunD36I4Vo7FT6EBhSSlLdh7jhZ93MPXjtZzTOZynLulBp8jKFvC/bUumVZAPPVrVrY1yXTUP9KFlkI9TGnH8vCWJ+79YT8sgH2bcOpC2Yf71HkOjkroDwjuDmxNG6t09rHOnJuAbZn0uqBW91MS/527nQHoen08ZTLMqiU6QryeTh7Vn8rD25BWVsPFgZsXAkSMZhsEjF3alVbAvT87awjXvruC9m+JoGaTBR3Gexj0Pm3UUPrsaPHxgysITkq+9qTlMX261jL6oV8szHORkvl7uPHrNeey1tWTf6jn2jloaqWd+2EpqTiGvXB3r9IQnOtSPl6+OZf2BDB75emOT3R+suNTGP+dsp324P3eN6nhSKYy3hzvndW/OT/efw9/Hd2fDwQwue2Mp245kAVY7+SW7Uk85M+YMsVHB9d6IY9qyfdz16Vq6twrk27uGKvmyh9QE56z/KhcRA6k7KmYJMvKKnReLNBimafLmwt18svIAtw5rz+AOYad9rJ+XB0M6huHrVX/fhdcNasP7N8WxJyWXoc8v4Ir/LeP1+bvYk5pTbzGIlGu8CVhRLnx+DeRnwHVfWXudVPGvn3bg4+nOwxfUrsa+f9sQjrccRpvs9fyySRv+yZn9vCWJmesPc8/oTvSOCnZ2OACM7dmSxy6KYfamo7w6b6ezw3GKz1cfYHdKDo9f3O2Ma1w83d24dXh7fnlgBAE+ntw2Yw0pWQUs2ZVKQbGNC8q6GTpbnzbBHEjPIy3n1Js/21OpzeS52dt45sdtnN+tOZ/dPpiwZuqsWWcFmZB9xDnrv8pFxMDx/fQItxKwTYcynBeLNAglpTYe/24L//klgcv7tOIvY504gHAGo2Mi+en+c7j/3M7YbCYv/7aTS15fyvHcImeHJk1M40zAbKXw7e2QtBkmToOWvU+4e9nuY8zbnszdozvWqRV37xGX428U8uHnXzHmpUU8N3sba/en1zV6aWSO5RTyt+8206NVIH8a08nZ4ZzgjhEduCYumtcW7ObbtYecHU69yswr5pXfdjK0YxjndaveGrxWwb58MDmOzPxibpsRzw8bjxDo42H3Nsq1Vb72a8YfmryAtR9PfGI6q/amsWpvGmv3H6fkNPvznE18YjqXvbmU95fuY/LQdrx1Q/96Hclu1FLLBkOcOgPWFTBpXXqQyABv1u4/7rxYxOXlFZUw9eO1fL76AHeP6sgrV/dx6aYt7cP9eeC8Lsy6dzgf3TqQvKJS1h3Qe1zqV+NcA7bo35DwE1z8EnS58IS7Sm0m/5i9jagQX24d1r5Op/HsOALTcOfxmKO8XOrHRyv28/7SfXwxdfAZp96l6TBNkye+20J2QQmfTenjsG5PtWUYBv+4vCcH0vN4/LvNjOoa0SRmMUptJq/8lkBmfjFPjOteo/LBHq2CeH1SX6Z8FM/mw5lc1qeVy/y7xrUNYUK/KF5bsJuOkc24rE9rwNrw9LYZa9h0KPOEx3dtHsBTl3RnaKfqdV9Mzirg+bk7+G79YVoE+vDapL5c0rulS5RfNhrHylvQO3EGrKwTopG6k/5tO7FWF6dyBo9+s4lFCSn84/Ke3DjYsdup2NuAdqF4uBms3X+cc7s5t5GSNC1nTcAMw4gGPgJaADbgXdM0/+vowGrtyHpY8gr0uR4GTjnp7q/iD7IjKZs3r+tX93U4PkEYUXHEFq3noykvk1VQzMgXFzJt2T4lYALA9xsO8/PWJP56UQxdWwSc/QlO4OXhxrOX9eD8//udL9Yc5J7RrjVLVxep2YXsSMqq+Ht6bhGLE1JZtDOV9NwiJg1sQ/daNM84t1tznhjXnWdnb2N871b2DLlODMPgX1f25ODxPP789SZaB/sS4u/F5GmrOZZdxIsTelfszZWUVcArv+3kuvdXcXGvFlwdZ20+D9b6jN5RQRWJZWFJKR8uTeT1BbsoKTW5d3Qn7h7dET+vxjmG51SpO8DdG0LaOS+G0A4VnRD7tx3A3C1JpGQVEBno47yYxCX9uPEIszcd5eHzuzS45AusNf09WgUSr1leqWfV+fYsAR42TXOdYRgBwFrDMH4zTXObg2OruZIia68v/wi48F8n3V1cauPVeTuJaxvCxb3stGajwyj4/T9QkEmgTxDXDmzDO4v3cOh4HlEhJ2/KKk3H0cx8/j5rK3FtQ7j9nA7ODueMOjcPYHincD5duZ87RnRoFPukrN1/nNtnrOH4HxoIBPt5MqpLBKNjIrmoZ80a8FR16/D2XNSrhct10vL2cOedG/pz5VvLmfJRPCbgbhh8MXXwSd1eL+7Vknd/38v/Fu3mp81JJ9wX4O3BOV3C6dcmhE9W7icxLY/zuzfniXHd1GjDkVITILwLuDmxpNPdE8I6QWoC/YdZZa3rDhxnbB3+v0jjk5JVwJOzthAbHcxdozqe/Qkuql/bED5bdYDiUpvLVDNI43fWBMw0zaPA0bI/ZxuGsR1oDbheArbsVUjeAtd+Br7BJ93985YkkrMK+feVvexXMtN+BCx+ARKXQczF3DC4Le8s3sMnKw/w2EWuuQhVHM80Tf7y7WZKSk1emhhbMbPgym4e2o4pH8Xz27bkGncGdTXlbdFbBPnw32v74le2PsnH051uLQPt9u/haslXuRB/Lz6cPIAr/reMED8vpt8y4JRJk4+nO/ed25lJA9uwPy234vZjOYUsSkhlYUIKP21OokOEPzNuHVjtDaWlDlJ3QNRAZ0dhlUAe3UiPVkF4ebgRn6gETCqZpsljMzeTX1TKyxNjG/SgXVzbUKYtS2TbkawabUkkUhc1qh8xDKMd0BdYdYr7pgJTAdq0aWOP2GomeRssfhF6ToCYcad8yIzlibQN82NUFztuehs1ADx8Yd/vEHMxrYN9uaB7C75Yc4AHzuvs9Hbj4hwLdqTw+85Unr2sB+3CG8ZswZiYSKJCfJm+PLHBJmD5RaV8snI//5q7ndioYD64Oa5JrGk7lfbh/ix4eBS+nu5nbZAREeB9UkOisT1bYpomB9LzaBnk69KL6huNolzIOAB9b3R2JFYTkG2z8DILiY0K0jowOcHX8YdYsCOFJ8d3P2FfRPYvt67FYsZB/1usfeVcXL+2wYBVNaEETOpLtb9RDcNoBnwLPGCaZtYf7zdN813TNONM04yLiHDCKOnsB8AnEC568ZR3bzmcSfz+49w4uC1u9pyN8PCGNoNh3+KKm24e2o6MvGJ+2HDEfueRBmX68kRaBPowaaATBiNqyd3N4KYhbVm1L53tR0/6L+6y8otK+WhFIjd/uJrYZ3/lnz9t57xuzfl8itqih/p71ak7oWEYtA3zV/JVX46Vd0B0YgOOcpExgAnHdtGvbQhbDmdSoA2ZBTiYnsezs7cxuEMotwxtZ91YmANzHoFpF8HB1fDTI/DuSNi3xKmxVkfLIF9aB/tqkEHqVbW+VQ3D8MRKvj41TXOmY0OqhdSdcHAVnPMI+J+6m9eM5Yn4erozMS7a/udvPwJStkFOCgCDO4TStXkA05cnYppNc4Pbpmx3SjZLdh3jhsFtGlw9+dVx0fh4up2yjbkrMk2TR77eyN9nbeVAeh43DGrLJ7cN4h21RZeGyBVa0JcrjyF1B/3bhFBcarLlcOaZnyONns1m8ug3mzBNk/9cFWsNaB9aC/8bAmveh0F3wSM7YeIMKMiCGeNh3tPODvus+rUNYW3icV2zSb0569WhYS2W+gDYbprmK44PqRa2z7J+73H5Ke9Oyylk1sYjXNmvNUG+nvY/f/uR1u+J1kiPYRjcPLQd245msSZRIypNzYzl+/Fyd+PaBjT7VS7Yz4sr+rbm+w2Hychz/Y0pf9h4hDmbj/LnC7uy8JFR/P2S7gzvHG7fWW6R+pK6A9w8rC6Ezhba0YoldQf9yvaX035gMmNFIiv2pvHk+O5Eh/pZyz8+uQIM4Naf4aLnwbuZdT1272rodTUs+2/l4IKLimsbQlJWAUcyC5wdijQR1RmeHwbcCIwxDGND2a+LHRxXzWybZS1aDjx1O+gv1hykqMTGzeVT5fbWMha8g2BvZRni5X1bEervxf1frD+hDbY0blkFxXy77hDjY1sS3kDL3yYPbU9hiY3Hv9uMzea6o4HJWQX8fdZW+rYJ5s6RDbcDl0iF1ASr+6C7AwYKa8rDy0rCUnYQ3syb9uH+atXdxO1JzeH5uTsY3TWCawZEW+sVP7nSWgd/82xrOUZVnr4w9t/g6QcLn3NO0NXUX4MMUs/OmoCZprnUNE3DNM3epmn2Kfv1U30EVy1peyBpM3S/7JR3l5Ta+HTlfoZ2DKNLcwftw+TuAe2GWY04yvh5efDJbYOwmSYT31rB8t3HHHNucSnfxB8ir6iUyY5K9utB1xYBPH5RN37anMRLvyY4O5xTsrpMbqKwpJRXru7TILpMipxV6g7XWP9VLqKrFRPQr00I6/arRKupKim18fBXG/HxdOf5Cb0x8tLg4yugOA9unAkhp9kDzD8chtxjDZQfXle/QddATIsAfD3dWacETOpJw1qgcirbf7B+737pKe9+fu4OjmQWcNvw9o6No/0IOL7PGhEq071VIN/dPYyWwT7cPG01szYcdmwM4lQ2m8lHKxLp2yaY3lHBzg6nTm4/pz2TBrbhf4v28FX8QWeHc5LPVx9kUUIqf72oG+0bSJdJkTMqLrC+Q1xh/Ve5yG5WTMUF9G8bQlpuEfvT8pwdlTjBe4t20PvIl8xq+xXNZ14FbwyAzENw3VfQvMeZnzzkXvANhfnP1k+wteDh7kaf6GC7zoCZpsmaxHQSj+We/cHS5DT8BGzbD9CqLwSfvN7mk5X7eX/pPiYPbce53Zo7No7ydWBVZsEAWgX78vWdQ4mNCuYv324it7DEsXGI0yzelUpiWl6Dnv0qZxgGz17Wg3M6h/P4zM0s3+M6M7hfrD7Ak7O2MLxTODcOPs2oq0hDc3gtmDYXmwGLsWJK3VFRoqUyxKZn26HjtFv8AM96zqBdygIoKYQuF8INM08uOzwVn0A45yHYu/CkayRX0r9tCNuOZtnlOm1ncjY3fLCKiW+v4LxXFvOvn7aTXVBshyilsWjYCVjGATiy7pTlh7/vTOWpH7YyJiaSJ8d3d3wskd3AL/yUHy5Bvp48OjaGgmIb87YnOz4WqXfHcgr5+6wttAzy4aJGslmpp7sbb17fj6gQX56fu8Ph5zNNk/nbk5m+bF/Fr+/WHyI1u7Di/ld+TeCxmZsZ1imct2/sr2Yb0nDYbLDuI3i1N7w7Ghb+20q69i2Bz6+D6ePA0981NmEuFxVn/X5oDZ0jm9Ei0Ifn525n06EMp4Yl9aewuIR9H93JRW6ryBv1DDy6F27/Da5421p6UV0DboeAVjDvGXDRMtb+7UIotZlsPJhR62OUlNp49sdtXPTfJWw5nMWT47szoV8U7y3Zy+iXFvPxyv0V32nS+OxNzan2kiPX3yHvTLaVlR92O7H8cFdyNvd8uo7Okc14bVLf+lkfYhhWGeLexdaHi3HiOePahtAi0IcfNx7lsj6tHR+P1JuC4lKmfhRPSlYhX94xpFHtmRTo48nVA6J58ecEjmbm0zLI1yHn2XYki6d/2MrqxPRT3t87KogQPy8W70zl6rgo/nlFrwbX4l+asAOrYO6jcHQDtO4PhjssfgEWP2/d7xsK5zxsXaQGutAATlA0BLSEAytxGziFT24fxORpq7nmnZW8eX1fxsQ0xzRNdiRlszM5m/O7N8fPq2FfVsiJ1s54lHFFP5MYM4V2ox6o/YE8fWHUY/DjfdbSkdOs23emfm1C8PV05z+/JvB52xB8PGu+lcncLUl8uGwf18RF85eLYgj19wLgukFteOqHrTz5/Rae/H4LsVFBjI6JZExMJD1bBVVrMDG7oJilu45xOCO/4jZfL3eGdgxXKb6TZRcU8/qC3Xy4dB+lpsnsPw2nR6ugMz6nYX9Sbv8BWvSCsBM7oL34SwIe7gYfTh5AM+96fIkdRsLWmdYmhG0GnXCXm5vBxb1a8snK/WTmFzumHb7UO5vN2odq3YEM/nd9P/pEBzs7JLu7oHsLXvw5gXnbkrlxSDu7HddmM9l6JIsv4w/w2aoDBPl68q8rejG2ZwvKv4oOZ+SzcEcKCxJSWLk3jQfO68z953bGMDTzJQ1AaQnMfwaWv2YlMle+B70mWgN0uWmwZ75V4tf9MusC1dUYBkQPsr7TgE6RzZh591Bumx7P7TPiubhXS9btP17Rujs2OpgPbo5rsB1gpQpbKQe+f4ahhz5gdfDFDLzmP3U/Zp/rYcWb1r5gXS92jW6fVQT5evLK1bHc9ek6Hvl6I69d27fGVRZLdx0j0MeDf13Z64TB/9joYL67eyhbj2RVfKf9d/4uXp23i4gAb0Z1ieCmIe3oFXXiRXupzeTTVfuZuzmJNYnplJymM3H7cH/GxERy37mdG+31ZUp2ASv2pNGjVRCdIps5O5wKczYd5akftpKWW8hV/aKYtz2Zf8zexudTBp/xWqXhJmBZR6zNl0c/ccLNx3IKWbgjhduGt6dVcD1/ofW4Aha9ALMfhKmLrDa+VYyPbcmHy/bx27ZkruofVb+xiUO8Om8nszcd5S9jY7i4lwuNXNtRp8hmdAj351c7JWBbj2QyY3kiCxNSSc0uxN3N4KYh7XjwvC4E+Z34xRHi70XP1kH86dzOmKapxEsajrx0+OYW2LsI4m6F8/9h7Y9Uzj8Mel/ttPCqLXoQbPve+s4NbEVkgA9fTB3Mg19uYHFCKkM7hXH/eZ3x8nDjrzM3c+X/ljPj1oEakW/A0pP2k/7JLXTKWcsv7iMZMvXDk6p6asXdA85/Fj6/BuKnwaCpdT+mnV3UqyWPXRTD83N30D7cn4cvqNmazGV7jjG4Q9gpK68Mw6Bn66CK77S0nEIWJaSyICGFn7cmMWvjEf57TR8uKruWyC8q5b4v1vPbtmS6NG/Gbee059yY5nRtEVDxz5GeU8Tinaks2JHCtGX78HA3+OtF3er8c3CW3MISlu4+xp7UnIrbcgqs2zYdsjaC9/V053/X92N0TORpjxOfmH5CRU1I2R6ntZnVPJMNBzO474v19GgVyAc3xxEbHczHKxJ5ctZWft2WzIU9Wpz2uQ03Adv1m/V7zLgTbv5+/WFKbKZzEhyfIBj/f9aHy9JXrOn2KvpGB9M62JcfNx5RAtYIfLv2EK8t2M3VcVHcOdIFNk51oPO7N+fDZfvIKigm0Kf2o2vztiVz7+fr8HRzY0TXCMZ0jWRk14hqjZgr+ZIGI2kzfHE9ZB+FS1+Hfjc5O6LaK6/mOLASel4JgL+3B+/eFHfSoEjbMH9unxHPlf9bxs1D2+Fedl+bMD+V3jcQi+d8Sq81f6GVWcSP7R9n5DUPEujrdfYnVleXC6HdOVb5bew11nWTi7ljRAf2peby+oLdRIf6cXVcdLWedyAtj0PH85lyTvWuB8KaeTOhfxQT+kdxPLeI2z+K5+7P1vHEuO5c3qcVt82IZ+OhDJ65tMdp97EN9PGkXbg/Nw9tx2VvLmP9gYxqvkrXkXgslwU7UliYkMKqvekUldpOuN8wrOvnRy7oQly7UJ6bs43bP4rnH5f15LpBJzfgW7U3jRs+WEVx6YmzhW8u3M0T47pzYY/mdrmeKCgu5aGvNtAi0IdPbh9UcW00aWAbPlqxn3/9tJ1RXSNO+/yGm4AlLgH/SKv5RRnTNPkq/iCx0cF0dtSeX2fTday18/vv/4Ful5zQntUwDMbHtuSDJfs4nltEiL8dP9SkXq3am8ZjMzcxpEMYz13eq9EnBxf0aM47v+9lUUIql8aeesPzs/l45X6emrWFnq2D+ODmAUQEqExJGqEt38L394BvMNwyt7KRRUPVore10e7B1RUJWLk/fu71axPCzLuGcvtH8bw6b9cJ93WKbHbWNRHiXNt37mTw6vtJ8owie+I0Luna1/4nMQxrFuy90bDsv3Du3+1/jjoyDIPnrujJ4Yx8Hv1mE1n5xdxejaRqWVm34GGdwmt8zhB/Lz69fRAPfLGBf8zexmvzd1FQXMpb1/dnbM/Tz6JU1Tc6mC/XHKSk1IaHi6+Rzi0s4bUFu/htWzJ7U602/R0j/Ll5aFtGx0TSJzoYt7LPF3c344Q1319OHcI9n63j8e82sz89l4fO74K3hzWzte9YLnd8spboUD++nDqEAB8rzVm7/zjP/LiVOz9Zyzmdw3lhQu86V8m9+HMCe1Nz+bRK8gXWlgZPjO/OzR+u5qPl+0/7/IaZgJmm1Tmq/TknTItvOpTJzuQcnru8pxODAy56wWq3OuseuG2eNe1e5pLerXhn8V5+3prEpIEnZ+7i+hKr/Ad/+4b+jarpxun0iQ4hvJkXv25NqnECZrOZ/OfXBN5atIdzYyJ5/bq+WqgvjY+t1Frbsvw1iB4MV38EAQ7e/qQ+uHtajUMOrqzWw9uF+/PbgyMoLVurklNYwjkvLuSNBbt564b+p35S2h5Y9TYkLoOgKGtdd1hHaDPUGmRt5ANcrsA0TXZ9/zxdjFLCbvuKZi27OO5krftBz6us9WBxt0GQ682Oerq78f7NcTz45Qaem7Odwxn5PDGu+xmbui3dfYzmgd50jKhd+a2PpztvXt+Pf/+0nZ82H+XDyQMqtn+ojj7RwUxfnsiulBy6tQysVQz15Y2Fu3n3972c0zmCmwa3ZUxMc9qE+VXruf7eHrx/UxxPztrKO4v38suWJP5+SXf6tQnh1ulrcDMMpk0+cZB3WKdw5tx3Dp+s3M/Lv+5k8rTVfHPX0FNW9JimSUJyNkt2HiOrytYBYf5ejOwaSftwf1bsSePDZfu4eUjbUybcI7tEMKprBK8t2HXSfeUa5lVQ2m7ISbKmsav4eu1BvD3cuKSWI/R24xcKF/8Hvp4My/9rdbcq06NVIO3D/flx4xElYA1QZn4xt05fgwFMmzzgpDVLjZW7m8G5Mc2Zs/kohSWlFaNNZ1NYUsqj32xi1oYjXD+oDc9c2sPlR+ZEaqwgC76+GfYssC4oxz5/0hrgBq3NIFj6KhTlgtfZLy4Nw8DD3bpQDfbzYvLQdry+YDc7k7PpUrU65ch6qx3/rl/A3QvaDoOsw1aFS3HZhs9B0dD5fOh7g5UIikP8ti6BMblzONjqQto5Mvkqd+7frUZqC/8Jl//P8eerBR9Pd964rh//nLOdD5ft42B6PneM7EDf6OCTvsdsNpMVe9IY1SWiThUx7m4GT4zvzt/GdavxcWLLmoBtOJjh0glYRl4RHy1PZFyvlrxxXb9aHcPD3Y1/X2k17Xrmx63cOj2eUH8vcgpK+GzKINqGnfw55enuxi3D2tOleQA3f7iaez9bz4c3x1X8W+47lssHS/eycEdqRafJqvm2zQR+3Eb7cH9yCktoH+7PY2dYb/fEuG6Me23p6V9DrV65s5XvtdV+RMVNBcWl/LDhCBf2aOEaHWC6X2415Vj4L2g/CqKsLw7DMBjfuyVvLtxNSlYBkYE+1TrcvmO5/L4zlcgAb6tLnEYEneL/fttJYlouX94x5JT/wRuzC3o058v4g6zcm87ILqevay6XmV/MHR/Hs3JvOo+O7cpdIzvqfSuNT146fDIBkjbBJa9B/5udHZH9RQ8GsxQOr7MqT2ro1mHt+XDpPt5cuJv/XltW1laYbf3cMGDkY1ajkvIZQ9O09vncu9Ba773xS1j/KUz6HDqda7/XJYB1/bR/7qtcYBTge+nf6uekIW1h4FRrFmzw3dDCyZVLp+HuZvD3S7rTOsSX5+duZ972ZIJ8PRnZJYIHzutMhwirsc6OpGzSc4sYWovyw1OpzXdluzA/gnw92Xgww6UH+KctSyS3qJR7x3Sq87FGdong5/tHMGN5Ih8u28fTV8cS1y70jM8Z1imcf1zek7/O3MzTP27lsYu68caC3XywdC/ubgYjOkfwpzGdGB0TSfMq1+gH0/NYsCOFBTtS2HY0i5evjsXX6/SD0Z0iA1j+2BjC/3nq+xtmApa4xNrQL7SyJvfXbclkFZQwMc5FmlsYBox/FQ7Fw7e3wZ1LwNsa+buib2veXryH+7/YwIxbB562hK2wpJRX5+3i5y1J7DuWW3H7gHYhPHVJD3q2Vj19fdqdksPHK/czaWAbBpzlP3hjNKxTOL6e7vy2LemsCdjhjHxumbaafcdyefWaPlze1/VKTETqLDsZPr7cKqG75hPoepGzI3KM8nVsB1fWKgEL8ffihiFtee/3vTxwXherQ+KKNyEvDaYsOHlmyzCsC/T+k61feekw41L44jq47kvoMKqur0iq+Oj3bVxV/CPpUWMIbdmr/k484hFY/wn89ne4cWb9nbcWbhvenolxUSzZeYwFO1L4dWsS249m8eOfhuPj6c7yivVfYU6L0TAMYqOD2VCHjaQdLbugmGnL9nFB9+bEtLDPLJ2XhxtTRnRgyojqN0ObNLANicdyeef3vfyw4QhZBSVM6BfFX8Z2Pe3ESHSoHzcPbXfahiinEnaGBmMNrxbINCFx6Qnrv/KLSvlkxX5aBfkwtKN9Rh/swjcYJrwPGfthziMVN3eIaMYLE3qzYm8aT36/BfMUu8Kbpslj327mrUV7aBPqxzOX9mDxn0fxwoRe7E3N5ZI3lvLoNxtZtvsYRSW2k54v9vevn7bj5+nOQ+fXQ3mGC/LxdGdklwh+25aM7TR7kYDVZv7K/y3jaEYBM24ZqORLGqeMgzBtLBzfD9d/1XiTL7DK6iNiKvYDq43bh3fAy8ONNxfuhtxjsPx1q1FVdcoK/ULhplnWoOtn11rXAGIXhzPySf/9PUKNHEIvfOzsT7An3xArCdsz3yrfdXGBPp6M692Sl6+O5Y3r+7ErJYdXftsJwLLdx+gQ7k/LIOfu59cnOpidydnkFpY4NY7T+WjFfrIKSvjTmM7ODoW/jI3hyn6t6dI8gJl3D+Xlq2OrXZVmDw1vBix1B+SmQrtzME2Tn7ckVSyQfOqSMy+QdIo2g2HkX2DRv6HjGKvtKnBlvygSj+Xy2oLdtI/w586RJ24m/fqC3Xy3/jCPXNCFe6u8UduG+TO2Z0tenbeTT1cd4Kv4QzTz9uCczuHcf15nu40oyIl+L9tn468XxZxxRKOxu7RPK37emsR36w8z4RRbKSzZlcpdn6wjwMeDb+4aStcWTupGKuJImYdgxnjIOw43fQ/RA50dkeNFD4Rts8BmA7eaj91GBHhXtGd+lBlEFufBmCerfwD/MLjpB+vn/unVcPtvJ3QZdpb03CIW70xhV3IOA9qFMqRjmN33GnKUHUlZTPlwOV8zm/xWQ/At33KgPg2cCqvftWbB2o+q1XvLGUZ2ieC6QW14b8leRnWNYNW+dK7s5/zBxr7RwdhM2Hw4k8EdnDcbdyp5RSW8v2Qvo7tGnLThtDO4uRm8cnUfp52/4SVgZeu/0iIHcd8Hq1i2O42YFgF8MXWwy73ZKpzzCOxdDLPuhrRdMOLP4OHNg+d3YV9aHs/P3UFBcSnje7ekY0Qzfth4hFd+28mV/Vpzz+iTa2SDfD156pIe/PnCrizbncaCHSn8sjWJq95awds39Gd4ZxeaBWwESkptPDdnG21C/Zg8rJ2zw3GqsT1aEBsVxIu/7OCiXi1O6GY4a8NhHv5qI50imzH9loG0CKq/kSSRepN1BGZcYpXF3fR902kMET0Y1n0ExxJO2P6lJu4c2ZHVGzYTtOUj1oaNpYNfe6rf4w1oFmHNhL0zEr68EaYuAp/6H3QstZl8ueYg36w9yIaDGdhMqyDnf4v24OPpxtCO4YyJiWR0TCStq9Hqen+atQ/SzuTKzWcDfDy4e1RHgv0c08xl+e5j3PHxWq72WEwLIw3GPHL2JzmChzec+5S1VGPTl9BnknPiqIW/XdyNJbtSueOjteQVlTLMBSqwepclNhsPZrjcNfEnK/dzPK+YP53r/NkvV2CcqvytruLi4sz4+Hi7HxeAL67HdnQTV3i9TUJSFo9f3I3rBrZx/c5q+cfh57/Cxs+tUo7L3oSoOAqKS5n68Vp+35kKQJtQP5KyCugTHczHtw2sdre5o5n53DJtDbtTcnhhQu9Tzk5I7by/ZC/PzdnO2zf0Y2zPls4Ox+niE9O56u0V3Hdu54pyzGW7j3Hzh6uJaxfCezfFEVCHzZpFXFZ2Mky/GLKT4MbvmsbMV7m0PfB6Pxhyr9XZ169262CLvr0bty1fMarwFbK9W3DLsHac1605PVoFntR4wDRNth7JYuGOFKJD/SrLmROXWUlwt0tg4vR6bVO/am8aT/+4je1Hs+jeMpDzuzdnTEwkXVsEsGpfOgvLFukfSLe6OMa0CGB0TCRjYiIruucVldiIT0y3FvQnpFTsgxTq71VRxZOWU8jE/tG8cFVvu7+G79Yf4tFvNtExzIfZbg/j4dMM7vjdee3+bTZ4f4xVmvqntVZS1kCs2pvGte9ZWzSsf/J8hyXMNTHixYX0aBV4+m0fnOBgeh5jX/2dAe1DmX5LE/rcBAzDWGua5kkbQjasBMxmw/xPB1Z6DuK61Jt4+4b+XNijehvUuYxdv8GP90P2UWtmbORfwN2DQ8fzWJiQysIdKeQUlPDOjf1rvFFzVkExd32ylmW703j4/C7cO6aTus7VgWmavL14Ly/8vIPRXSP4cPIA/TzL3PvZOuZtT2bBw6PIKyrhiv8tp2WQz2n31RBp8A6vg29ugZxUuOFbaDvE2RHVL9OED86HQ2vAcIOoAVaJvV+4tZbHJ9DqbJiXbg04lhZVPrcox0rg0vdabeYH301Cn8f550/bWbIrFdOEyABvBrYPrRh0LCwpZfW+dFKyCwGrHfS3dw2lb5uyObOlr8K8p+CiF2HQHQ5/+TmFJfztu83M2nCE1sG+PDGu22k7EpumyZ7U3IpkbE1iOiU2kyBfT3q2DmTjwUxyCkvwcndjUIdQxpQlaFU76z43exsfLNvHj/cOt1vDLdM0+d+iPfznlwQGdwjlgwGH8Z91m5XE9rjCLueotd3z4ZMrYdzLMOB258ZSQ28u3M2+Y7m8NDHW2aEA8KfP17M2MZ3lf3WNjqE2m8m1761k+5Esfn5wRLVmhRuTxpGAHd0E75zDg0V30W3sFKaO6Hj257iigiyY+xfY+JlV1jHhfQiOtsuhi0psPPbtJmauP8y1A6J57vKerj876IJKSm08/eNWPll5gPFli26rOxvZFBw6nseYlxczonMEO5OzySsq4ft7hhEVUr2NFEUaDJsNVr4J856BZs1h4rSmNfNVlc1m7d216xfY+QskbwHbKRb7u3mAe5VZDE8fq4FGaEeIjLHW/ZTtJ5aaXcjindbg46bDGdjKekq5uUGv1kGM7hpJXLtQbnh/Fd4ebsy57xyr9bPNZnVF3D3PKktsN8xhLzs5q4Bbpq0hITmbe0Z34q6RHc/YfvqPsgqKWbrL6p635XAmfdsEM7prJMM6hePvfeqVIJn5xYz6z0K6tgjg8ymD6zz4V1Jq4+8/bOWzVQe4rE8rXpzQC+8PRlv7rd2zGtyc/P1mmvDhWGv7gfvWW+8ZqZUPlu7jH7O3sfrxc+u1qcTplFcR/eeq3kyMs8+1bkPSKBKwjV/9k9htL/LvmJk8ds2Yhj8bsekrmP2Q9U1z1YfQ6Ty7HNY0TV7+dSdvLNzNqK4RvHldv9N+yMuJsguKWbLrGJ+tOsDS3ce4Y0QH/jI2BjdXa+7iAl78eQf/W7QHbw83vpg6uHJkWqQhstmsyoT0PVaTjfzj1mzOwVXW1icx4+HS12tdetcomaY165V/3PrdO8CaDfMOsHs527Ldx7j+/VXcMqwdT11S1nwj/zi8f5510X7xSw7Zg21ncja3TFtDRl4Rb17fj1FdI+1+jtP5eOV+nvx+C+/cWLdqH5vN5I5P1vLbtmTuGtWRP1/QFbc98+HTCXDpG9DvRjtGXQd7F8NHl8LYF2Dwnc6OpsFau/84E95azrs39ucCJ1eJ7U7J5uLXljKicwTv3dS/4V+310KDT8AOpOWR+tooWnjmEvnXzXg2llmd9L3WYuLj+60FxeF135iu3GerDvDkrC10axnAyxP7qCPdGSxKSOHd3/eyep9VKhLo48GfL+zKjUPaOTs0l5VTWMIDX2zg6rgop3/Ii9RKbhpsnQmbv7YqLEryT7zfcAP/SBj5qLVRcBO8eHAlT83awowV+/lsyqDKLWfy0q0GDnsWWP9GY18AD/usw9l8KJPr31+Jt6c70yYPqPe9N0tKbVz82hIKS2z8+uCIWldhfB1/kD9/s4m/Xdytcq+kaRfD8US4b4Pdfl52MX08HNtpxeWlioraKCgupedTvzB1RAceHRvjtDgOHc/jjo/XciQjn18eHEFkgPNn45yhQSdgpTaTp974kOfSHyJj1HMEj/qT3Y7tEjIOwjsjILAV3PabXT90FuxI5sEvN5JTWMKNg9vy4HldCPLTGp1yicdyeW7ONuZtTyEqxJfxvVsxJiaSfm2CVbop0lhlHoa5j8LOn60SuuY9of1ICCsrkwtuA35h4B3YYNpiNwV5RSVc/N8lFJeafDA5rnLbFVspzH8Wlr0KrfrBuJfq3J3SZjO59M2lHMsu4pu7hjitvPr3nanc9OFqHh3blbtH1XyANrewhFEvLaJ1sC/f3T3UmoE4sAo+vAAu/DcMudsBUddB4jKr0c0F/4Sh9zo7mgbrkteX4uPpxld3DKn3WaeC4lLeXryHtxbtwTDgjUn9OK9783qNwZU06ATs/SV7if51CqN8duH95+0VteONyq558OlV0Od6uPxNux76eG4RL/+WwGerDhDs58WfL+zK1XHRrrdnWj37aEUiz83ejqe7wZ/O7cytw9rj5aGLLZFGLeuodYGXkwJxt0Dva6FFT2dHJdW04WAGk6etJrvgFIOKW7+Hn/4MuSnQ5wY47yloVruSwfJZo/9e24fL+jh3f6e7PlnLr9uS+eDmuBqXQL78awKvL9jNzLuH0q+8TPzjK621fA9ucc3rqY8ugyMboFNZEwnDDfpcZ+2l6gpMExb+C3KSwDfUKrv18q+cIXfzhBa9rIEdJ80uvrVoDy/8vIMnxnXj9nM61Nt54xPTuf+LDRzOyGd875b89eJuTa7pxh812ARsV3I297z+FT97PIxxzsMY59Zg48aGZsFz8Pt/4JLXHFLLvvVIJs/8sI3Vien0ah3E05d2p3/bprmeIfFYLuf/32IGdwjjpYmxNHeBhaoi4mDZyTB9nLXW64aZ4IyNZ6XOMvKKeOW3nXyycj9Bvp78+cIYrhlQNqhYkAW/vwgr37bamXc+HzpfaP3uX719mnILSxj90iJaVZ01cqLcwhImvr2CA+l5fFuDDe4PZ+Qz5qVFXNijBa9N6mvduGcBfHyFa88wHdkA399V2UkzP8Na7zfuZWvQxNkOr4P3RoNPEBTlga341I/z8IGWfWDgFOh1Vb2GaLOZ3Pv5OuZuSeKdG+pnLdicTUd58KsNtAry4d9X9mZIRxfZhyx5Gyx/zfr38Au1kubgNhDW0WoO5OnYBLFBJmCZ+cVc995Kbkl/lQnuSzAe3FLr0awGwVYKH19ubTYd2sH60uhyAbQ7B9ztUzZomiY/bDzCv3/aQVJWAdfERfPs5T2aXIe/Oz6OZ8muYyx6ZJRLdAkSEQfLOACfTrR+v+FbaDvU2RFJHW0/msXTP2xl1b50erQK5JlLexDXrmxQ8dhuqyRx16+QkwwY1r9572ug+2XgG3za45bPGn1711D6t3WN5kJHM/O5/M1leLi58d09Q6u1nua+z9fzy9YkFjwyypqFsNng3RFQkAn3xjec/bYKc+DrybD7Nxj+EIx50rmlwbMfgg2fwiM7rTLlolyrm2S54jwriTy0xkp4U7bB4Lvh/H+Ae/01RCsoLuWad1eyMymbr+8cUu01jBl5RSzemcrSXcfo2yaESQOjzzgIYZomHyzdxz9/2k7/NtZeoDXdRslhCrLgnXOs7UM8fa1E3iw98TGBUZXl55HdIfYaK7m2k1onYIZhfAiMB1JM06xWnYY9ErAjGflMnraazNTDLPe5H/e+18El/63TMRuEwmzY+IXV4jdxCZQUWPus9JxgvSla9bPLQvDcwhJeW7CLdxbvZWD7UN67Ma7JrA1bsSeNSe+t5JELunDvmDrsyG4rtRYLe3hDUJvKD1bTtDaUzDhwYovmwFYQFKWF/CL2UlxgXWAXZEDrOIjoarXTLim0mmocWlP2Kx4yD4CHL1z/NbQ/x9mRi52YpsnsTUf510/bOZpZwOV9WvHYRd1oEVSWoNhskLTJWu+3+RtI22W1yO93E1z8n5M+j085a+QithzOZOLbK+jcvBkf3TrwlJv+ltpM1h84zm/bknnn9738aUwnHr6gq3Xnhs/h+zthwgf1PiNTZ6Ul8NPDsHY6dL3Y2kO1VZ/6j6M4H17qCl0uhAnvnf3xpcXw6xOw6m1rMH3i9GrPxNpDSnYBV7y5nKJSG7cOa8/omAi6Ng+gsMTGyr1pLNyRwq6UnIrH5xaWsPlwJjYTfDzdKCi2MXloO54c3/2kZSuZ+cX8vjOVOZuO8vPWJC7q2YL/u6YPPp4uNKA/c6rVZOmWuda+haZpfV8c3w9pu61GeGl7rO63abutBM0nCIb+CQbdaXV0raO6JGAjgBzgoxonYKZpjTyllb2w9D1lf95jXZz6h1kZZ1gnaNkbOp0PgS3ZfjSLydNWk1dYyk+9FhG95S1rtMaOHQIbhKI82LvQalefMBdKC8HTv2wKNcS6mO9+mdUe2btZrU4xa8NhHvl6I23D/Jl+y4BGv49Tqc3kkteXkplfzPyHR578QWGakJdm/afMTa3cVLS4Sne0ohyrfv7IeuvPYO17E9LOqgNP3weFWacOoFkLiIqDDqOg/2S7zWyKNBmlJVZr+E1fWmt+CjMr7/MKgJC21sBIeflSYJT1fy5qAHS+ACK6OCVscay8ohLeWrSHd37fi4ebwb1jOnHb8PYnVneYJhxZByvfsi7KbvweOo4GIC2nkEUJqXy8cj/bj2ZVzhq5mPnbk7nrk3VEh/oy/ZaBRIda39nHc4v47/xdfL/hMBl5xbi7GYzoHM4b5dvQFOfD63HQLAJuX9Awm8uYJix/HRY9D8W50Gao1UQkZnz9DWxu/sbqunnTD9BhZPWft+Fz+PF+61qt19UQey20jK2XuBOSsnnk641sPmx9VrYM8iEjr5j84lJ8PN3o3jKwIrnycHMjrl0Io2Mi6dU6iOfn7uCDpfsY26MFr17bh4PpeSwo22A8fv9xSm0mwX6e3DCoLQ+d38W1tuzZ+AV8dweMehxG/aV6zzmyARb92xqw8Q2F7pda3x1RA6xcxajy/6aa/3Z1KkE0DKMdMLvaCVhsTzP+pSutN2rW4co73L0gpL1VdxnclsKsFPKO7sAnKxFfWy4Aez06srq4A63cMhgUlIF35l7oehFc+2m1XmijlZ8B22ZBagLklyUFKdusRNbTz/oACm5T+XgPbytJ8w2prHkt//MfMvoVe9KY+nE8Pp7ufDl1MB0iapfMOVVpycnTyuXcPCo2mfxqzUEe/XYTr03qy6WxrSofc2AV/Po3SN154gXd6Y7Xopc14t66v3XetN3WwEJRrlU+GtbRSsjcy0coTUjbWzkif3wfNO9lNVxpGVvnly/SqOVnWFUBu36B3fOtEUxPf+h2iVUZENQGDsdb/7fS90HzHmVfmnHWzLM0GQfS8nhuzjZ+3ZZMqyAfWp0iifIwi/jfsVs47BHNMyHPk1dUyvakLEwTIgK8eeSCLlwzoM0pju4aVu1NY8pH8Xh5uPP+zXFsPpzJy78mkF1QwvjeLTm/e3PO6RxBkG+VAb6l/wfznoabZzf8GeD8DFj/Cax+x7oGOvcpOOeh+jn3R5dZA7T3bax5Ent0o7XOf+cv1gBRRAzEjLMGhqIGOHwz7KTMAhYlpLBk1zHCmnkxOiaSIR3Czjpj9cHSfTw3Zxu+nu7kFVnXWd1aBjImJoIxMZH0iQ5xvaZuaXus7uItesPk2TX/2R5aC0tfsSrRCk5xTejmAW2GVK4xjeh62oSsfhOwVu7mmjuCMDqdB53OpSSkI9/u9+HrnTZKsH4IhSU2EpKysJkQ7u/JuWFp9C1YTZ+C1bQr3oN7aBs8IzpbF7KD74GAptvC8rRMEw6shE1fWMlZQZVZl9MlIwCBrStHhCO7g18oe3O9ufHzPXj6NmPm3cMIdWb9rmlaH6qH1kDSZqucrzzpDGhZORrh5Qe7frN+HVhx+tfsEwQj/8Khzjdw+dtraBPqy7d3VVlYnbQZpo2zHtflgrJZ2Y7QrHll0urpB5Q93jDqPmq1fTbMech6bcMfgJGPudZeLNKw2ErP/gVjmtaXfkNZ91FaDLvnWaOY5RUA/pFlX3jnWxUTtZz5l8bv952pzFieSEHJqb8XLs7+husz3+PvEf8l0bc7/duEMCYmkh6tAl1rFP80dqdkc/OHazicYVVnDO4QytOX9qhszV9V/nF4NRbaDoHrvqznSB3IVgozp8CWmVZpcefz7Xt80zzxuz7jALzaG0Y9Zv2qrfzjsPU72Pxt5bWLbwi0G155fdOit0t9vv26NYmfNh9lQPtQRneNPOXAhksoLbGuiRc9b1Ui3bkMgqNrfzybzRpgP7QGMg9W3l6QBXsXQcpW6+/egWWD752sf7+4Wyuu6RyegBmGMRWYCtCyRUT/C5+YzkOXDSMzv5inf9zK7pQcekcFVdQsuxnQOyqYMTGR9G4d1CA+8BqUkiJrlDgvvTJ5yUuHvGOQtMV6M2XsP+EppuHOZ6VjmN9iCm9NPc9xjTnS9sCaD6xWweUlflXXSmUnWfeBNYPkF24lQT7BVsxV/xMAKX6dWU4smVS2020d7MuwTmH4erpD4lLYs4B9tOYFbuZPU++kR6uyBZbp++DDC8Fwh9t+rdt/1JrKPw6//M1azNvxXLjmE208KTWTlw7f3WklKsHR1uBBSLvKJMs0rVbJaXusUduiHGsdlG+INah1/rPQfoRTX8JJTNMaUPr1SWvdll8Y9LwKel9trYFtiKVT4noKs+H/ekLbYTDpM2dHUyspWQW8+EsCo7tGcnGvFqdvlLDw37D4ebhzqVW90ZgU5Vl7mh0/AFMWnH2piq3UWj6Qtsf6Ds5PtwamgttaF89Bra0uh7t+tT5XfUOt/gPthsGiF6zytAc2nVhxVBf5GVajjvKB5OP7Ku/z8Dmxeqn8967jrMFisRQXWJuKH1pjzVql77W6T170ouM73WYctN4nKdsql1tl7IfIHnDZG9C6X/3OgHXs3tsMue5ljuVYNfhtQv34+/junNst0untXKWKnJTKRYf5x+HwWmxrZ5Bl82FBi9u5YuqTGPZeo7TxS2vmp7QYAltWfri4V5n98Q2BqP6VM3TunuxKzuY/vyRw6Hg+IbZ0YkoSKM47zi/53TnmFkaf6OCKcoviUhvLdh8j0NeTRy7oSqsgb775/AMed/+IKDPJukjtfIFVhvHL36xE9ZafIdJJO8av+xh+vA+iB8N1X9i1+464uKI82L8cAlpYo2c1ScCTt8IX11mbCvefXLZ2sWx9ra3KqL9fWFm73Y7gH2G93/MzYP8ya7Djhm+skVdXkLwV5v7FKvuI7AFj/mb9X9VaSXGEhf+CxS/A3Sshspuzo3GMgkx4tZfVAKKxLuXIOADvjrIGa2+fBz5/mAUsLYYds62Z9N3zrM/KCoZVPVB1EBisa5NO58LB1dYF9YDbraQstAPcNMtxryX3mNU0KGVblcHzskQxL91a1uPpBw9tr9eOik5TkAV75lvLQ9LLBxJzK+8vzCkblC/LZZr3hNGPW41anJVvJPwMsx+wemAMvQ/jgmfrsQQxLs5csHQFHy7dh7+XBzcOaetaXVHk9JK3ceDz+2mTsZp0/06ETnilZgtNT6cwG+Y8Yk0NtxkKV75brdmmzPxi/jtvFzNWJOLv5c7A9qGUlwIG+3kysksEIzpHnNTBsWp7YoDuLQOZdmNvmu/9Fnb8VNlh0tPPWkwbPaDur7Eutsy0Sima94RrPrbKRMtLygpzKj94co9Vzhr6h1ndMUPrb5PFRquk0GrcUN4NKTvJWjsU1slKXAJaWDOwp5p9KSm0Rt/S9lQ2ZQHrvdWqrzWieirp++CL6ytLGAACWlnJUnnC1Kz5qb9EclNhwT+t9ZzXfAzRA2v+mnNSrT2xMg+VtWUfUvNj1FVJobXoedcv1sVN0mZrAGbME9BvctO4wBDnyUu3ZsG6XQJXvuPsaBzj9/9Ye4xOXeycroH1Zd8Sa31WYGsYdAf0u9FaJ7r5ayvJPr6vLKk6z+pg2LJPWWVN2YBn1uGyBnH7rYHf1v2t7+CiXJj/D6uLIabzO0jumGMNvF33lfU6GqPSEmtWcNMX1ustKbBuL28XX3WQ2sO3ct19WCfr39UVqiTyM+C3J2HdRxjPZNW6C+LnwCggHEgGnjJN84MzPceeGzFL/TNtNv739mtclvwGUUaq9eU07EFrs8G8dOsiM7yLtdD9bCPTxQWwbgYsedm6aBz5FzjnkTNeWBUUl7J8zzEW7Ejhp81JHM8rYtLANjxyQdcarU0zTZM5m4+ybn8GD13QhWbeVc5ZlGfNADSLdJ0mGDt/ha9urPyw8QmyZgZzU09+rFdA2cW+CdGDoNdEa4QzvItrfPi4sqprDA+VNW5I2lTZNQ/Kfr7ZJz7PcLOSMO9mVKwHtJVYm/qattOfL6BVZefLzhdYAw+758M3t1r3j3vZOnZFK9zydrjpZ34dUQPh6o+smeTaqrox8Yg/W++9/OPWPjY+QWUz1MFWB7XyMuby9ydYJTJdL7ZeW9X/08X5VsOg8teTcaDyZ2Sa1vnS91jlG5hWCXCbwdYajn43WxdGIvXh58eti+vb50Hrfs6Oxr4Ks63Zr6iBcP1Xzo7G8fYsgN9fsr7bPf2tdu8Z+62yy1GPWwlLbRtdHFhldcYb9Zhz19GWFMErMdb3/dUznBeHo6Ttsb4bj26wBuN6TrC6Rrbs7fANkx3i4BqMNgMb3kbM4jz703IZ98o8/tP6dy46/tmJmwyW8/C1RtTCOlV2WvQOqGzTmX8c1rxvjSy1HQ7nPX3GmabU7EJe/jWB79YfprDEhp+XO+d0DudPYzpXewPBBi9pi7Vmrbw2vaTAWtMTWrZje0CLspJNT2vmYtNXVjvu1B3W870DrZG79udYnXma9zj7NHxxQeW5fEPAO8hK4kzT+gLPP2598PlHNNw9zAqzYdsP1mjaoTWVaww9fK2Lrqg4KxEP62T9nL0DrNKd8rVTOSmV5SCFVWa5DDcroSqfKau6uWteOhxea53v4KrKtYvhXa29iCK6wbWfnH4Gs3ym83RC2tmna1bWUZgx3kr6wHoPefpZpYpVk63yBNTTr/J9kH/cGgho1hx6XGklpIfWQPKWE0t6mjU/sczYP7zyZxbZzZpl93WNDW+lick6apWv5R2zNvkd8UjDaVRzNuWdD2+fb33GNRVHNlhJdcYBay+nmPGNa2By7l8g/kNrI+jG9Lm58QuY87DVYfCiF6HHFY2iOVmd1oDVlBKwxuHfP23n3SV7+WlyJ7oVby0bEQ+xLsBStpbNHsRbH3LlC1n/KHoQjP6btdD/NBfvxaU2ZixP5L/zdlFQUsrEuGjG9mjBoA6hjmsE0piYZmWXnkNrrJr15C3WfYGty2bGqpTSpWyr/LfLPAQl+Scez3CzEpCiPGvWs1x5l5+IGOg4xirl8A878bklRdaIY3lb/vLNDdMTTzyPT7CVKEbFWWV6VUe2PP2s95lPUO0TvvzjVtv/tN1WaduOOdb5g9tYi+4ruoD2qJ8yN9O0Shx3/mKtQQhtDxf+y9o3zhWUFlslE77BJ85ql898efpWJuZVlRRar2nTl9bvHt7Wv2fUACuhDe9sbT2i5jLiyvLS4ZfHYePn1ufb8AetaoKwjtZseNZh67Ps+H5r8CC0o/V/uGqiVj6zWz5oU1JYeZ+7Z+UgpU/QiQMn/hGOGdwqyrU69rWMhRtn2vfY4lxHNsC7I63qiQG3OzuaukveapXKbv3OWqIy4T1rn9tGQgmY1FhWQTGj/7OIjhHN+PKOwWduoGKa1ixZ1Vb4bu5n/WJZsiuVZ37cxu6UHEZ2ieDvl3SnY0Pch8zVZB21LvR3/WIlWtlHT7zfP8K6SA7tUNldycOnsiFLQaaVHJQ3SSnKrUymjm6yRosxrNkjD9/K2aGclBO3A/AJrjKrVOXfNTupbCbqFOWV5Qz3E/ey8wuHFj2tuFv3t2ZUqm7ufrryPZ9g6HklxE6ynttQZ/FcXVGedUHq4L1sRBxm56/W4vmq+5e6eZ44EFWufKCqvBy5pPDkwazq8g60ErqAVpUVJIYBQdGVa0IDW1d+Hp6t9P/YbvjhXqur3q2/WOW90niYJrw11BqsnDLf2dHUjq3UGhxd+RbsW2xdRwx/4KxLVBoiJWBSK5+u2s/fvtvC/67vx8W9qrfWxDRN5m5J4q1Fe2gR5MOYmEhGd42kRZBPxWMOplubZf6yNVldMutDUa41Kpt11NowMLhN7RMRm81q47vrV+uDE6MyiQtoUVlaFtbxzGt5ytdiVS1XK0/k/7h9Qn66ldwd23n69VZ/bGBRvig3pH2jKGMQkXpQUnTyYE5IO+uzJLitNfhUcV9G5fPcPSsfF9oBvKoMOJUUVH6e5WdQ0bHNNK3BqPLz5aRUPsdWbH0+nqr83zvQmq32DbW6nJZvPN66n9XQaeE/rcGQsS9An0n2/gmJK1j2mtXk4d54q9KgoUjabJUabv7G2iIlsLU1i9d/cqNd+6sETGqlpNTG+NeXkpVfzBdTh9Am7MylRDuSsnjmh22s2JtGp8hm5BeVVmwUGebvVXHNn5lfjIebG/eO6cRtw9urS6ZUT2GOlfwdWgOYlcleaHvXKecTEbGH8gQtbbfV0rpiQKpKW/LcFEjZfuISgK7jrPK0ujToEdeWnQSvdINhD8B5Tzk7mrMrzodvb7e2A3DztBpSxV5jNXFq5NuMKAGTWtt0KIMbP1iNp7vBBzcPIDY6+IT796flsmBHCgt2pLB8TxoBPh48ckFXJg1sg5sBO5NzWLAjhUPHK0fymvl4MHloO1oGNcCuNiIiIq6ipNCaWTgUb1U3dL1IpdZNwacTrSUBwx+sXGPoGwJ+Idafvfw5oWNvQUblLGxoe6tipT4UZsPnk6wGY2P+Bv1vPXn9eCOmBEzqZHdKDpOnrSYtp4hXr+1DgLeHlXQlpLA31doUr0OEPxf2aMHUczoQUoN28SIiIiJSAzt/hS8mnbyJdHW16G215m/Ry1q/n59u/e7drKy8NdTaEy2sY+1jzEu3EsUj6+GKd6D3xNofq4FSAiZ1lpJdwG3T49l8OBMAL3c3BnUIZUxMJGNiImkbphIwERERkXphK7VmtP64Zjr/uNUYqZxhVK4b9Am0Zs52/WZtkVK1cRYGFWsUy4V2tEoGW/a21iWm7bG2VSnvCBrW0WoI8sfy2PzjVnlsbgpMnA4x4xz+43BFSsDELnILS/hizUGiQ3wZ1ikcf+/G1a1GREREpEnIP24lVb5VyhbLG2HlHYODa6xuyvuWQGkhYFgt4oPbWF2M0/ed3CXUO7BK9+IwGHqftddjE6UETEREREREaqYoz9o3NLgNeFZ2tKa0xJoNKy0qW4MW3OibatTU6RIwTV+IiIiIiMipeflBRJeTb3f3sBp6SI25OTsAERERERGRpkIJmIiIiIiISD1RAiYiIiIiIlJPlICJiIiIiIjUEyVgIiIiIiIi9UQJmIiIiIiISD1RAiYiIiIiIlJPlICJiIiIiIjUEyVgIiIiIiIi9UQJmIiIiIiISD0xTNO0/0ENIxtIOMVdQUCm3U/oOOHAMWcHUQMN6efbkGKFhhdvVa7+Pm5oP9uGFm9VDS12V3/v/lFD+vk2pFih4cXbkN67De1nq3gdS+9d++pqmmbAH2/0cNDJEkzTjPvjjYZhvGua5lQHndPuDMOIP9XrcFUN6efbkGKFhhdvVa7+Pm5oP9uGFm9VDS12V3/v/lFD+vk2pFihQcbbYN67DfBnq3gdSO9d+zIMI/5Ut9d3CeKP9Xy+pqYh/XwbUqzQ8OJtSBraz7ahxVtVQ469IWhIP9+GFCs0vHgbkob2s1W8Uq7B/mwdVYLYYLLnM2ksr0OaNr2PpaHSe1caKr13paHSe9e+TvfzdNQM2LsOOm59ayyvQ5o2vY+lodJ7VxoqvXelodJ7175O+fN0yAyYiIiIiIiInExt6EVEREREROpJk0rADMOINgxjoWEY2w3D2GoYxv1lt4cahvGbYRi7yn4PKbs9rOzxOYZhvFHlOAGGYWyo8uuYYRivOullSRNjr/dx2X2TDMPYbBjGJsMwfjYMI9wZr0maBju/d68pe99uNQzjRWe8Hmk6avHePd8wjLVln69rDcMYU+VY/ctu320YxmuGYRjOel3S+Nn5vftPwzAOGoaR46zX01g0qRJEwzBaAi1N01xnGEYAsBa4HJgMpJum+bxhGI8BIaZp/sUwDH+gL9AT6Gma5r2nOe5a4EHTNH+vj9chTZu93seGYXgAR4DupmkeK7uIzTNN8+l6f1HSJNjxvRsGrAf6m6aZahjGDOAj0zTn1/+rkqagFu/dvkCyaZpHDMPoCfximmbrsmOtBu4HVgI/Aa+Zpjm3/l+VNAV2fu8OBvYDu0zTbOaM19NYNKkZMNM0j5qmua7sz9nAdqA1cBkwo+xhM7DemJimmWua5lKg4HTHNAyjMxAJLHFc5CKV7Pg+Nsp++ZeNwAZiJWQiDmHH924HYKdpmqllf58HTHBs9NKU1eK9u940zfLP062Aj2EY3mUXw4Gmaa4wrRHwj8qfI+II9nrvlt230jTNo/UYfqPVpBKwqgzDaIc1sroKaF7+hir7PbIGh5oEfGk2palEcRl1eR+bplkM3AVspmwmDPjAkfGKlKvjZ/BuIMYwjHZlM7mXA9GOi1akUi3euxOA9aZpFmJd+B6qct+hsttEHK6O712xoyaZgBmG0Qz4FnjANM2sOh7uWuDzukclUjN1fR8bhuGJlYD1BVoBm4C/2jVIkVOo63vXNM3jWO/dL7GqDxKBEnvGKHIqNX3vGobRA3gBuKP8plM8TAO44nB2eO+KHTW5BKzsovNb4FPTNGeW3ZxcVhZQXiubUs1jxQIepmmudUiwIqdhp/dxHwDTNPeUzeB+BQx1TMQiFnt9Bpum+aNpmoNM0xwCJAC7HBWzCNT8vWsYRhTwHXCTaZp7ym4+BERVOWwUKv0WB7PTe1fsqEklYGXrXD4Atpum+UqVu34Abi77883ArGoechKa/ZJ6Zsf38WGgu2EYEWV/Px+rNlzEIez5GWwYRmTZ7yHA3cD79o1WpFJN37uGYQQDc4C/mqa5rPzBZaVe2YZhDC475k1U/5pDpMbs9d4V+2pqXRCHY5WrbAZsZTc/jlUL+xXQBjgATDRNM73sOYlYzQm8gAzgAtM0t5Xdtxe42DTNHfX3KqSps+f72DCMO7G6cRVjdTaabJpmWr29GGlS7Pze/RyILTvGs6ZpflFPL0OaoJq+dw3DeAKrpLvqzOwFpmmmGIYRB0wHfIG5wJ+0jlwcxc7v3ReB67CWLRwB3lfn5NppUgmYiIiIiIiIMzWpEkQRERERERFnUgImIiIiIiJST5SAiYiIiIiI1BMlYCIiIiIiIvVECZiIiIiIiEg9UQImIiINkmEYTxuG8cgZ7r/cMIzu9RmTiIjI2SgBExGRxupyQAmYiIi4FO0DJiIiDYZhGH8DbgIOAqnAWiATmIq1WfNu4EagDzC77L5MYELZId4EIoA8YIppmjvqMXwRERElYCIi0jAYhtEfmA4MAjyAdcDbwDTTNNPKHvMckGya5uuGYUwHZpum+U3ZffOBO03T3GUYxiDg36Zpjqn/VyIiIk2Zh7MDEBERqaZzgO9M08wDMAzjh7Lbe5YlXsFAM+CXPz7RMIxmwFDga8Mwym/2dnTAIiIif6QETEREGpJTlW1MBy43TXOjYRiTgVGneIwbkGGaZh+HRSYiIlINasIhIiINxe/AFYZh+BqGEQBcUnZ7AHDUMAxP4Poqj88uuw/TNLOAfYZhTAQwLLH1F7qIiIhFa8BERKTBqNKEYz9wCNgG5AKPlt22GQgwTXOyYRjDgPeAQuAqwAa8BbQEPIEvTNN8tt5fhIiINGlKwEREREREROqJShBFRERERETqiRIwERERERGReqIETEREREREpJ4oARMREREREaknSsBERERERETqiRIwERERERGReqIETEREREREpJ4oARMREREREakn/w/7JM+37zwLNwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df=df.rolling(10).mean()\n",
    "df.dropna(axis=0, inplace= True)\n",
    "df=df.div(df.iloc[0,:])\n",
    "df.plot(figsize=(15,5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a65f7f60",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "a592f0ef",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The request failed: Google returned a response with code 500.\n"
     ]
    }
   ],
   "source": [
    "hourly=t.get_historical_interest(keywords, year_start=2021, month_start=6, day_start=1, hour_start=0, year_end=2021, month_end=6, day_end=30, hour_end=23, cat=0, geo='IN', gprop='', sleep=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "c1b403bd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='date'>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df=hourly[:-1].copy()\n",
    "df=df.rolling(10).mean()\n",
    "df.dropna(axis=0, inplace= True)\n",
    "df=df.div(df.iloc[0,:])\n",
    "df.plot(figsize=(15,5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3dcee745",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b65da314",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "868abbb5",
   "metadata": {},
   "outputs": [],
   "source": [
    "keywords=['rahul gandhi', 'narendra modi']\n",
    "t.build_payload(keywords, cat=0, timeframe='today 3-m', geo='IN', gprop='')\n",
    "region= t.interest_by_region(resolution='COUNTRY', inc_low_vol=True, inc_geo_code=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "a42a2e7d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rahul gandhi</th>\n",
       "      <th>narendra modi</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>geoName</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Andaman and Nicobar Islands</th>\n",
       "      <td>50</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Andhra Pradesh</th>\n",
       "      <td>23</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arunachal Pradesh</th>\n",
       "      <td>42</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Assam</th>\n",
       "      <td>21</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bihar</th>\n",
       "      <td>26</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chandigarh</th>\n",
       "      <td>31</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chhattisgarh</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dadra and Nagar Haveli</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Daman and Diu</th>\n",
       "      <td>14</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delhi</th>\n",
       "      <td>41</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Goa</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gujarat</th>\n",
       "      <td>17</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haryana</th>\n",
       "      <td>29</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Himachal Pradesh</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jammu and Kashmir</th>\n",
       "      <td>31</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jharkhand</th>\n",
       "      <td>29</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Karnataka</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kerala</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lakshadweep</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Madhya Pradesh</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maharashtra</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Manipur</th>\n",
       "      <td>34</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Meghalaya</th>\n",
       "      <td>27</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mizoram</th>\n",
       "      <td>16</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nagaland</th>\n",
       "      <td>54</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Odisha</th>\n",
       "      <td>25</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puducherry</th>\n",
       "      <td>40</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Punjab</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rajasthan</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sikkim</th>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tamil Nadu</th>\n",
       "      <td>37</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Telangana</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tripura</th>\n",
       "      <td>22</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uttar Pradesh</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uttarakhand</th>\n",
       "      <td>38</td>\n",
       "      <td>62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Bengal</th>\n",
       "      <td>20</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             rahul gandhi  narendra modi\n",
       "geoName                                                 \n",
       "Andaman and Nicobar Islands            50             50\n",
       "Andhra Pradesh                         23             77\n",
       "Arunachal Pradesh                      42             58\n",
       "Assam                                  21             79\n",
       "Bihar                                  26             74\n",
       "Chandigarh                             31             69\n",
       "Chhattisgarh                           33             67\n",
       "Dadra and Nagar Haveli                 33             67\n",
       "Daman and Diu                          14             86\n",
       "Delhi                                  41             59\n",
       "Goa                                    30             70\n",
       "Gujarat                                17             83\n",
       "Haryana                                29             71\n",
       "Himachal Pradesh                       32             68\n",
       "Jammu and Kashmir                      31             69\n",
       "Jharkhand                              29             71\n",
       "Karnataka                              30             70\n",
       "Kerala                                 32             68\n",
       "Lakshadweep                             0              0\n",
       "Madhya Pradesh                         32             68\n",
       "Maharashtra                            30             70\n",
       "Manipur                                34             66\n",
       "Meghalaya                              27             73\n",
       "Mizoram                                16             84\n",
       "Nagaland                               54             46\n",
       "Odisha                                 25             75\n",
       "Puducherry                             40             60\n",
       "Punjab                                 32             68\n",
       "Rajasthan                              30             70\n",
       "Sikkim                                  0            100\n",
       "Tamil Nadu                             37             63\n",
       "Telangana                              33             67\n",
       "Tripura                                22             78\n",
       "Uttar Pradesh                          33             67\n",
       "Uttarakhand                            38             62\n",
       "West Bengal                            20             80"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "region"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "85a9eb78",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rahul gandhi</th>\n",
       "      <th>narendra modi</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>geoName</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Andaman and Nicobar Islands</th>\n",
       "      <td>50</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Andhra Pradesh</th>\n",
       "      <td>23</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Arunachal Pradesh</th>\n",
       "      <td>42</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Assam</th>\n",
       "      <td>21</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bihar</th>\n",
       "      <td>26</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chandigarh</th>\n",
       "      <td>31</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Chhattisgarh</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dadra and Nagar Haveli</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Daman and Diu</th>\n",
       "      <td>14</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Delhi</th>\n",
       "      <td>41</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Goa</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Gujarat</th>\n",
       "      <td>17</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haryana</th>\n",
       "      <td>29</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Himachal Pradesh</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jammu and Kashmir</th>\n",
       "      <td>31</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jharkhand</th>\n",
       "      <td>29</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Karnataka</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kerala</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Lakshadweep</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Madhya Pradesh</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maharashtra</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Manipur</th>\n",
       "      <td>34</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Meghalaya</th>\n",
       "      <td>27</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mizoram</th>\n",
       "      <td>16</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nagaland</th>\n",
       "      <td>54</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Odisha</th>\n",
       "      <td>25</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puducherry</th>\n",
       "      <td>40</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Punjab</th>\n",
       "      <td>32</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rajasthan</th>\n",
       "      <td>30</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sikkim</th>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tamil Nadu</th>\n",
       "      <td>37</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Telangana</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tripura</th>\n",
       "      <td>22</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uttar Pradesh</th>\n",
       "      <td>33</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uttarakhand</th>\n",
       "      <td>38</td>\n",
       "      <td>62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>West Bengal</th>\n",
       "      <td>20</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             rahul gandhi  narendra modi\n",
       "geoName                                                 \n",
       "Andaman and Nicobar Islands            50             50\n",
       "Andhra Pradesh                         23             77\n",
       "Arunachal Pradesh                      42             58\n",
       "Assam                                  21             79\n",
       "Bihar                                  26             74\n",
       "Chandigarh                             31             69\n",
       "Chhattisgarh                           33             67\n",
       "Dadra and Nagar Haveli                 33             67\n",
       "Daman and Diu                          14             86\n",
       "Delhi                                  41             59\n",
       "Goa                                    30             70\n",
       "Gujarat                                17             83\n",
       "Haryana                                29             71\n",
       "Himachal Pradesh                       32             68\n",
       "Jammu and Kashmir                      31             69\n",
       "Jharkhand                              29             71\n",
       "Karnataka                              30             70\n",
       "Kerala                                 32             68\n",
       "Lakshadweep                             0              0\n",
       "Madhya Pradesh                         32             68\n",
       "Maharashtra                            30             70\n",
       "Manipur                                34             66\n",
       "Meghalaya                              27             73\n",
       "Mizoram                                16             84\n",
       "Nagaland                               54             46\n",
       "Odisha                                 25             75\n",
       "Puducherry                             40             60\n",
       "Punjab                                 32             68\n",
       "Rajasthan                              30             70\n",
       "Sikkim                                  0            100\n",
       "Tamil Nadu                             37             63\n",
       "Telangana                              33             67\n",
       "Tripura                                22             78\n",
       "Uttar Pradesh                          33             67\n",
       "Uttarakhand                            38             62\n",
       "West Bengal                            20             80"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "region"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "a5bcce9e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{}\n"
     ]
    }
   ],
   "source": [
    "keywords=['rahul gandhi', 'narendra modi']\n",
    "t.build_payload(keywords, cat=0, timeframe='today 3-m', geo='IN', gprop='')\n",
    "print(t.related_topics())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "6bfa2aa0",
   "metadata": {},
   "outputs": [],
   "source": [
    "related= t.related_queries()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "6204d68a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>query</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>modi</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>rahul gandhi news</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>rahul gandhi twitter</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>rahul gandhi age</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>congress</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>narendra modi</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>rahul gandhi wife</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>sonia gandhi</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>rahul gandhi corona</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>priyanka gandhi</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>rahul gandhi tweet</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>bjp</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>rahul gandhi birthday</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>rajiv gandhi</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>rahul gandhi education</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>indira gandhi</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>age of rahul gandhi</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>manmohan singh</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>amit shah</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>maza aaya rahul gandhi</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>salman khan</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>congress news</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>milkha singh</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>rahul gandhi net worth</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>rahul gandhi date of birth</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                         query  value\n",
       "0                         modi    100\n",
       "1            rahul gandhi news     79\n",
       "2         rahul gandhi twitter     76\n",
       "3             rahul gandhi age     71\n",
       "4                     congress     45\n",
       "5                narendra modi     42\n",
       "6            rahul gandhi wife     38\n",
       "7                 sonia gandhi     34\n",
       "8          rahul gandhi corona     34\n",
       "9              priyanka gandhi     32\n",
       "10          rahul gandhi tweet     28\n",
       "11                         bjp     26\n",
       "12       rahul gandhi birthday     22\n",
       "13                rajiv gandhi     19\n",
       "14      rahul gandhi education     18\n",
       "15               indira gandhi     15\n",
       "16         age of rahul gandhi     12\n",
       "17              manmohan singh     11\n",
       "18                   amit shah     11\n",
       "19      maza aaya rahul gandhi     10\n",
       "20                 salman khan     10\n",
       "21               congress news     10\n",
       "22                milkha singh      8\n",
       "23      rahul gandhi net worth      8\n",
       "24  rahul gandhi date of birth      5"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "related['rahul gandhi']['top']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "40299896",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>query</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>milkha singh</td>\n",
       "      <td>40500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>rahul gandhi covid positive</td>\n",
       "      <td>20300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>rahul gandhi birthday wishes</td>\n",
       "      <td>20100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>leeds united vs liverpool</td>\n",
       "      <td>13250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>liverpool fc</td>\n",
       "      <td>6600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>rahul gandhi corona positive</td>\n",
       "      <td>6550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>rahul gandhi corona</td>\n",
       "      <td>1100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>manmohan singh</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>rahul gandhi education</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>maza aaya rahul gandhi</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>rahul gandhi birthday</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>bjp</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>rahul gandhi news</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>amit shah</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>rahul gandhi tweet</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>narendra modi</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>modi</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>rahul gandhi education qualification</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>rahul gandhi twitter</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   query  value\n",
       "0                           milkha singh  40500\n",
       "1            rahul gandhi covid positive  20300\n",
       "2           rahul gandhi birthday wishes  20100\n",
       "3              leeds united vs liverpool  13250\n",
       "4                           liverpool fc   6600\n",
       "5           rahul gandhi corona positive   6550\n",
       "6                    rahul gandhi corona   1100\n",
       "7                         manmohan singh    300\n",
       "8                 rahul gandhi education    150\n",
       "9                 maza aaya rahul gandhi    130\n",
       "10                 rahul gandhi birthday    120\n",
       "11                                   bjp    110\n",
       "12                     rahul gandhi news    100\n",
       "13                             amit shah    100\n",
       "14                    rahul gandhi tweet     80\n",
       "15                         narendra modi     60\n",
       "16                                  modi     50\n",
       "17  rahul gandhi education qualification     50\n",
       "18                  rahul gandhi twitter     40"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "related['rahul gandhi']['rising']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "33e90ed9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "00fd1c53",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "16f8936c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>query</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>narendra modi stadium</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>narendra modi india</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>india</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>prime minister narendra modi</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>pm narendra modi</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>twitter narendra modi</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>narendra modi news</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>narendra modi age</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>narendra modi live</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>narendra modi movie</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>narendra modi vaccine</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>narendra modi stadium pitch report</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>rahul gandhi</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>amit shah</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>narendra modi photo</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>pm narendra modi movie</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>narendra modi tweet</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>narendra modi education</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>bjp</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>narendra modi wife</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>age of narendra modi</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>narendra modi net worth</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>prime minister of india</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>narendra modi live today</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>narendra modi mother</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 query  value\n",
       "0                narendra modi stadium    100\n",
       "1                  narendra modi india     72\n",
       "2                                india     70\n",
       "3         prime minister narendra modi     63\n",
       "4                     pm narendra modi     54\n",
       "5                twitter narendra modi     39\n",
       "6                   narendra modi news     35\n",
       "7                    narendra modi age     32\n",
       "8                   narendra modi live     30\n",
       "9                  narendra modi movie     25\n",
       "10               narendra modi vaccine     16\n",
       "11  narendra modi stadium pitch report     16\n",
       "12                        rahul gandhi     15\n",
       "13                           amit shah     15\n",
       "14                 narendra modi photo     13\n",
       "15              pm narendra modi movie     13\n",
       "16                 narendra modi tweet     11\n",
       "17             narendra modi education     10\n",
       "18                                 bjp     10\n",
       "19                  narendra modi wife      9\n",
       "20                age of narendra modi      9\n",
       "21             narendra modi net worth      9\n",
       "22             prime minister of india      9\n",
       "23            narendra modi live today      8\n",
       "24                narendra modi mother      8"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "related['narendra modi']['top']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dff372cf",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a195abd3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "40738a32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>query</th>\n",
       "      <th>value</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>pbks vs kkr</td>\n",
       "      <td>40850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>kkr vs rcb</td>\n",
       "      <td>20300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>narendra modi crying</td>\n",
       "      <td>16300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>narendra modi address to nation today</td>\n",
       "      <td>16250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>narendra modi stadium pitch report</td>\n",
       "      <td>1850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>pinarayi vijayan</td>\n",
       "      <td>800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>narendra modi new house</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>nitin gadkari</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>narendra modi speech today</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>narendra modi tweet</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>narendra modi son</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>kangana ranaut</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>narendra modi live today</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>narendra modi vaccine</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>educational qualification of narendra modi</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>twitter narendra modi</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>narendra modi live</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>narendra modi news</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>narendra modi net worth</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         query  value\n",
       "0                                  pbks vs kkr  40850\n",
       "1                                   kkr vs rcb  20300\n",
       "2                         narendra modi crying  16300\n",
       "3        narendra modi address to nation today  16250\n",
       "4           narendra modi stadium pitch report   1850\n",
       "5                             pinarayi vijayan    800\n",
       "6                      narendra modi new house    400\n",
       "7                                nitin gadkari    300\n",
       "8                   narendra modi speech today    300\n",
       "9                          narendra modi tweet    300\n",
       "10                           narendra modi son    250\n",
       "11                              kangana ranaut    250\n",
       "12                    narendra modi live today    250\n",
       "13                       narendra modi vaccine    250\n",
       "14  educational qualification of narendra modi    200\n",
       "15                       twitter narendra modi    180\n",
       "16                          narendra modi live    140\n",
       "17                          narendra modi news     70\n",
       "18                     narendra modi net worth     60"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "related['narendra modi']['rising']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5a9dfa39",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e2b71663",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "062ea210",
   "metadata": {},
   "outputs": [],
   "source": [
    "kw_list = ['narendra modi']\n",
    "t.build_payload(kw_list, cat=0, timeframe='today 3-m', geo='IN')\n",
    "topic_modi=t.related_topics()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "5872cb34",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>value</th>\n",
       "      <th>formattedValue</th>\n",
       "      <th>link</th>\n",
       "      <th>topic_mid</th>\n",
       "      <th>topic_title</th>\n",
       "      <th>topic_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>43200</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/0127gk6w&amp;date=today+3-m&amp;g...</td>\n",
       "      <td>/m/0127gk6w</td>\n",
       "      <td>International Day of Yoga</td>\n",
       "      <td>Celebration</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>32950</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/06m6d5&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/06m6d5</td>\n",
       "      <td>M. A. Chidambaram Stadium</td>\n",
       "      <td>Cricket stadium</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>29050</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/05f74n&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/05f74n</td>\n",
       "      <td>Wankhede Stadium Mumbai</td>\n",
       "      <td>Cricket stadium in Mumbai, India</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>25450</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/0f7gy&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0f7gy</td>\n",
       "      <td>Cabinet</td>\n",
       "      <td>Government</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>20700</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/034x37&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/034x37</td>\n",
       "      <td>Boundary</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>900</td>\n",
       "      <td>+900%</td>\n",
       "      <td>/trends/explore?q=/m/02clxk&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/02clxk</td>\n",
       "      <td>Cricket pitch</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>900</td>\n",
       "      <td>+900%</td>\n",
       "      <td>/trends/explore?q=/m/0j42v4r&amp;date=today+3-m&amp;ge...</td>\n",
       "      <td>/m/0j42v4r</td>\n",
       "      <td>Arun Jaitley Stadium</td>\n",
       "      <td>Cricket stadium in Delhi, India</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>500</td>\n",
       "      <td>+500%</td>\n",
       "      <td>/trends/explore?q=/m/0279wtw&amp;date=today+3-m&amp;ge...</td>\n",
       "      <td>/m/0279wtw</td>\n",
       "      <td>Rajnath Singh</td>\n",
       "      <td>Minister of Defence of India</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>500</td>\n",
       "      <td>+500%</td>\n",
       "      <td>/trends/explore?q=/m/0c62hf&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0c62hf</td>\n",
       "      <td>M. A. Chidambaram</td>\n",
       "      <td>Indian industrialist</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>500</td>\n",
       "      <td>+500%</td>\n",
       "      <td>/trends/explore?q=/m/0dnnl&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0dnnl</td>\n",
       "      <td>Bowling (cricket)</td>\n",
       "      <td>Cricket</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>400</td>\n",
       "      <td>+400%</td>\n",
       "      <td>/trends/explore?q=/m/0fww52&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0fww52</td>\n",
       "      <td>Arvind Kejriwal</td>\n",
       "      <td>Chief Minister of Delhi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>400</td>\n",
       "      <td>+400%</td>\n",
       "      <td>/trends/explore?q=/m/0fdnns&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0fdnns</td>\n",
       "      <td>Pitch</td>\n",
       "      <td>Sports field</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    value formattedValue                                               link  \\\n",
       "0   43200       Breakout  /trends/explore?q=/m/0127gk6w&date=today+3-m&g...   \n",
       "1   32950       Breakout  /trends/explore?q=/m/06m6d5&date=today+3-m&geo=IN   \n",
       "2   29050       Breakout  /trends/explore?q=/m/05f74n&date=today+3-m&geo=IN   \n",
       "3   25450       Breakout   /trends/explore?q=/m/0f7gy&date=today+3-m&geo=IN   \n",
       "4   20700       Breakout  /trends/explore?q=/m/034x37&date=today+3-m&geo=IN   \n",
       "5     900          +900%  /trends/explore?q=/m/02clxk&date=today+3-m&geo=IN   \n",
       "6     900          +900%  /trends/explore?q=/m/0j42v4r&date=today+3-m&ge...   \n",
       "7     500          +500%  /trends/explore?q=/m/0279wtw&date=today+3-m&ge...   \n",
       "8     500          +500%  /trends/explore?q=/m/0c62hf&date=today+3-m&geo=IN   \n",
       "9     500          +500%   /trends/explore?q=/m/0dnnl&date=today+3-m&geo=IN   \n",
       "10    400          +400%  /trends/explore?q=/m/0fww52&date=today+3-m&geo=IN   \n",
       "11    400          +400%  /trends/explore?q=/m/0fdnns&date=today+3-m&geo=IN   \n",
       "\n",
       "      topic_mid                topic_title                        topic_type  \n",
       "0   /m/0127gk6w  International Day of Yoga                       Celebration  \n",
       "1     /m/06m6d5  M. A. Chidambaram Stadium                   Cricket stadium  \n",
       "2     /m/05f74n    Wankhede Stadium Mumbai  Cricket stadium in Mumbai, India  \n",
       "3      /m/0f7gy                    Cabinet                        Government  \n",
       "4     /m/034x37                   Boundary                             Topic  \n",
       "5     /m/02clxk              Cricket pitch                             Topic  \n",
       "6    /m/0j42v4r       Arun Jaitley Stadium   Cricket stadium in Delhi, India  \n",
       "7    /m/0279wtw              Rajnath Singh      Minister of Defence of India  \n",
       "8     /m/0c62hf          M. A. Chidambaram              Indian industrialist  \n",
       "9      /m/0dnnl          Bowling (cricket)                           Cricket  \n",
       "10    /m/0fww52            Arvind Kejriwal           Chief Minister of Delhi  \n",
       "11    /m/0fdnns                      Pitch                      Sports field  "
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "topic_modi['narendra modi']['rising']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7678595",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b2d062c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "742a6460",
   "metadata": {},
   "outputs": [],
   "source": [
    "kw_list = ['rahul gandhi']\n",
    "t.build_payload(kw_list, cat=0, timeframe='today 3-m', geo='IN')\n",
    "topic_rahul=t.related_topics()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "12f85d64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>value</th>\n",
       "      <th>formattedValue</th>\n",
       "      <th>link</th>\n",
       "      <th>topic_mid</th>\n",
       "      <th>topic_title</th>\n",
       "      <th>topic_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>20100</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/05mcgb&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/05mcgb</td>\n",
       "      <td>Rajdeep Sardesai</td>\n",
       "      <td>Indian news anchor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>19950</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/07ty80&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/07ty80</td>\n",
       "      <td>Ramdev</td>\n",
       "      <td>Indian businessman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>13450</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/0204sn&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0204sn</td>\n",
       "      <td>Donation</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>13150</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/0246lq&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0246lq</td>\n",
       "      <td>Sharad Pawar</td>\n",
       "      <td>Member of Rajya Sabha</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>13100</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/g/11b77dhw02&amp;date=today+3-m...</td>\n",
       "      <td>/g/11b77dhw02</td>\n",
       "      <td>2024</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6750</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/01kc36&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/01kc36</td>\n",
       "      <td>Dassault Rafale</td>\n",
       "      <td>Multirole fighter aircraft</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6600</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/0n5v_6t&amp;date=today+3-m&amp;ge...</td>\n",
       "      <td>/m/0n5v_6t</td>\n",
       "      <td>Aam Aadmi Party</td>\n",
       "      <td>Political party</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6600</td>\n",
       "      <td>Breakout</td>\n",
       "      <td>/trends/explore?q=/m/04g2rrp&amp;date=today+3-m&amp;ge...</td>\n",
       "      <td>/m/04g2rrp</td>\n",
       "      <td>Randeep Surjewala</td>\n",
       "      <td>Indian Politician</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>130</td>\n",
       "      <td>+130%</td>\n",
       "      <td>/trends/explore?q=/m/063gq&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/063gq</td>\n",
       "      <td>Prime Minister of India</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>120</td>\n",
       "      <td>+120%</td>\n",
       "      <td>/trends/explore?q=/m/04wpw&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/04wpw</td>\n",
       "      <td>Meme</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>90</td>\n",
       "      <td>+90%</td>\n",
       "      <td>/trends/explore?q=/m/0289n8t&amp;date=today+3-m&amp;ge...</td>\n",
       "      <td>/m/0289n8t</td>\n",
       "      <td>Twitter</td>\n",
       "      <td>Social networking service</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>70</td>\n",
       "      <td>+70%</td>\n",
       "      <td>/trends/explore?q=/m/0hn1vcg&amp;date=today+3-m&amp;ge...</td>\n",
       "      <td>/m/0hn1vcg</td>\n",
       "      <td>Twitter</td>\n",
       "      <td>Social network company</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>60</td>\n",
       "      <td>+60%</td>\n",
       "      <td>/trends/explore?q=/m/060bp&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/060bp</td>\n",
       "      <td>Prime minister</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>60</td>\n",
       "      <td>+60%</td>\n",
       "      <td>/trends/explore?q=/m/02jfc&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/02jfc</td>\n",
       "      <td>Education</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>60</td>\n",
       "      <td>+60%</td>\n",
       "      <td>/trends/explore?q=/m/0135cw&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0135cw</td>\n",
       "      <td>Bharatiya Janata Party</td>\n",
       "      <td>Political party</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>40</td>\n",
       "      <td>+40%</td>\n",
       "      <td>/trends/explore?q=/m/0d3sk3&amp;date=today+3-m&amp;geo=IN</td>\n",
       "      <td>/m/0d3sk3</td>\n",
       "      <td>Amit Shah</td>\n",
       "      <td>Topic</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    value formattedValue                                               link  \\\n",
       "0   20100       Breakout  /trends/explore?q=/m/05mcgb&date=today+3-m&geo=IN   \n",
       "1   19950       Breakout  /trends/explore?q=/m/07ty80&date=today+3-m&geo=IN   \n",
       "2   13450       Breakout  /trends/explore?q=/m/0204sn&date=today+3-m&geo=IN   \n",
       "3   13150       Breakout  /trends/explore?q=/m/0246lq&date=today+3-m&geo=IN   \n",
       "4   13100       Breakout  /trends/explore?q=/g/11b77dhw02&date=today+3-m...   \n",
       "5    6750       Breakout  /trends/explore?q=/m/01kc36&date=today+3-m&geo=IN   \n",
       "6    6600       Breakout  /trends/explore?q=/m/0n5v_6t&date=today+3-m&ge...   \n",
       "7    6600       Breakout  /trends/explore?q=/m/04g2rrp&date=today+3-m&ge...   \n",
       "8     130          +130%   /trends/explore?q=/m/063gq&date=today+3-m&geo=IN   \n",
       "9     120          +120%   /trends/explore?q=/m/04wpw&date=today+3-m&geo=IN   \n",
       "10     90           +90%  /trends/explore?q=/m/0289n8t&date=today+3-m&ge...   \n",
       "11     70           +70%  /trends/explore?q=/m/0hn1vcg&date=today+3-m&ge...   \n",
       "12     60           +60%   /trends/explore?q=/m/060bp&date=today+3-m&geo=IN   \n",
       "13     60           +60%   /trends/explore?q=/m/02jfc&date=today+3-m&geo=IN   \n",
       "14     60           +60%  /trends/explore?q=/m/0135cw&date=today+3-m&geo=IN   \n",
       "15     40           +40%  /trends/explore?q=/m/0d3sk3&date=today+3-m&geo=IN   \n",
       "\n",
       "        topic_mid              topic_title                  topic_type  \n",
       "0       /m/05mcgb         Rajdeep Sardesai          Indian news anchor  \n",
       "1       /m/07ty80                   Ramdev          Indian businessman  \n",
       "2       /m/0204sn                 Donation                       Topic  \n",
       "3       /m/0246lq             Sharad Pawar       Member of Rajya Sabha  \n",
       "4   /g/11b77dhw02                     2024                       Topic  \n",
       "5       /m/01kc36          Dassault Rafale  Multirole fighter aircraft  \n",
       "6      /m/0n5v_6t          Aam Aadmi Party             Political party  \n",
       "7      /m/04g2rrp        Randeep Surjewala           Indian Politician  \n",
       "8        /m/063gq  Prime Minister of India                       Topic  \n",
       "9        /m/04wpw                     Meme                       Topic  \n",
       "10     /m/0289n8t                  Twitter   Social networking service  \n",
       "11     /m/0hn1vcg                  Twitter      Social network company  \n",
       "12       /m/060bp           Prime minister                       Topic  \n",
       "13       /m/02jfc                Education                       Topic  \n",
       "14      /m/0135cw   Bharatiya Janata Party             Political party  \n",
       "15      /m/0d3sk3                Amit Shah                       Topic  "
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "topic_rahul['rahul gandhi']['rising']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "31cf4f98",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "e6d6a4b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "id": "f9ae8447",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'mid': '/m/0296q2',\n",
       "  'title': 'Narendra Modi',\n",
       "  'type': 'Prime Minister of India'},\n",
       " {'mid': '/m/06m73y',\n",
       "  'title': 'Narendra Modi Stadium',\n",
       "  'type': 'Stadium in Ahmedabad, India'},\n",
       " {'mid': '/m/0g59_72', 'title': 'Jashodaben Modi', 'type': 'Indian teacher'},\n",
       " {'mid': '/g/11gyb0n813', 'title': 'PM Narendra Modi', 'type': '2019 film'}]"
      ]
     },
     "execution_count": 149,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = t.suggestions('narendra modi')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "id": "650c6bca",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Narendra Modi\n",
      "Narendra Modi Stadium\n",
      "Jashodaben Modi\n",
      "PM Narendra Modi\n"
     ]
    }
   ],
   "source": [
    "for i in df:\n",
    "    print(i['title'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "9f3f03eb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'mid': '/m/01sd6z',\n",
       "  'title': 'Rahul Gandhi',\n",
       "  'type': 'Member of the Lok Sabha'},\n",
       " {'mid': '/g/11h6yry_xr',\n",
       "  'title': 'Rohit Gandhi + Rahul Khanna',\n",
       "  'type': 'Topic'}]"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = t.suggestions('rahul gandhi')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a0fbfbb6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b225df90",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "82ea9a3d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61f5ace5",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "a7de982f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>exploreQuery</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Budget 2009</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Kambakth Ishq</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IRCTC</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Satyam Share Price</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bhuvan</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Michael Jackson</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Twitter</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Election Results</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Windows 7</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Nokia 5800</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                title exploreQuery\n",
       "0         Budget 2009             \n",
       "1       Kambakth Ishq             \n",
       "2               IRCTC             \n",
       "3  Satyam Share Price             \n",
       "4              Bhuvan             \n",
       "5     Michael Jackson             \n",
       "6             Twitter             \n",
       "7    Election Results             \n",
       "8           Windows 7             \n",
       "9          Nokia 5800             "
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t.top_charts(2021-6-6, hl='en-US', tz=360, geo='IN')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a2f0314a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b4a138f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d9c28eee",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "id": "e2b14379",
   "metadata": {},
   "outputs": [],
   "source": [
    "terms = ['bjp', 'congress', 'aap','muslim','hindu',\"debt\", \"color\", \"stocks\",'hindusim', \"restaurant\", \"portfolio\", \"inflation\", \n",
    "         \"housing\", \"dow jones\", \"revenue\",'muslim', \"economics\", \"credit\", \"markets\", \n",
    "         \"return\", \"unemployment\", \"money\", \"religion\", \"cancer\", \"growth\", \n",
    "         \"investment\", \"hedge\", \"marriage\", \"bonds\", \"derivatives\", \"headlines\", \n",
    "         \"profit\" , \"society\", \"leverage\", \"loss\", \"cash\", \"office\", \"fine\", \"stock market\", \n",
    "         \"banking\", \"crisis\", \"car\", \"gains\", \"finance\", \"sell\", \"invest\", \n",
    "         \"fed\", \"house\", \"metals\", \"travel\", \"returns\", \"gain\", \"default\", \"present\", \"holiday\", \n",
    "         \"water\", \"rich\", \"risk\", \"gold\", \"success\", \"oil\", \"war\", \"economy\", \"chance\", \n",
    "         \"short selling\", \"lifestyle\", \"earnings\", \"arts\", \"culture\", \"bubble\", \"buy\", \"trader\", \n",
    "         \"tourism\", \"politics\", \"energy\", \"consume\", \"consumption\", \"freedom\", \n",
    "         \"dividend\", \"world\", \"conflict\", \"kitchen\", \"forex\", \"home\", \"crash\", \"transaction\", \n",
    "         \"garden\", \"fond\", \"train\", \"labor\", \"fun\", \"environment\", \"ring\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "322c1961",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "id": "4fc725ea",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bharatiya Janata Party\n",
      "1\n",
      "BJP\n",
      "2\n",
      "Bence Jones protein\n",
      "3\n",
      "BJP\n",
      "BJP Party Office\n",
      "4\n",
      "bjp\n",
      "5\n",
      "United States Congress\n",
      "6\n",
      "Congress\n",
      "7\n",
      "Indian National Congress\n",
      "8\n",
      "The Congress\n",
      "9\n",
      "United States Senate\n",
      "10\n",
      "congress\n",
      "11\n",
      "Aam Aadmi Party\n",
      "12\n",
      "NASDAQ:AAPL\n",
      "13\n",
      "Monkey\n",
      "14\n",
      "Advance Auto Parts\n",
      "15\n",
      "Reynolds Metals Company\n",
      "16\n",
      "aap\n",
      "17\n",
      "Muslim\n",
      "18\n",
      "Sunni Islam\n",
      "19\n",
      "Muslim\n",
      "Muslims\n",
      "20\n",
      "Muslim ibn al-Hajjaj\n",
      "21\n",
      "muslim\n",
      "22\n",
      "India\n",
      "23\n",
      "Hinduism\n",
      "24\n",
      "Hindus\n",
      "25\n",
      "Hindi\n",
      "26\n",
      "Bali\n",
      "27\n",
      "hindu\n",
      "28\n",
      "Debt\n",
      "29\n",
      "Debtor\n",
      "30\n",
      "The Debt\n",
      "31\n",
      "Debt consolidation\n",
      "32\n",
      "Debt collection\n",
      "33\n",
      "debt\n",
      "34\n",
      "Color\n",
      "35\n",
      "Person of color\n",
      "36\n",
      "Timbre\n",
      "37\n",
      "DEEP\n",
      "38\n",
      "Colorectal cancer\n",
      "39\n",
      "color\n",
      "40\n",
      "Stocks\n",
      "41\n",
      "Stocks\n",
      "Stock\n",
      "42\n",
      "Stocks\n",
      "Stocks House\n",
      "43\n",
      "stocks\n",
      "44\n",
      "hindusim\n",
      "45\n",
      "Restaurant\n",
      "46\n",
      "Izakaya\n",
      "47\n",
      "A&W Restaurants\n",
      "48\n",
      "Fast food restaurant\n",
      "49\n",
      "McDonald's\n",
      "50\n",
      "restaurant\n",
      "51\n",
      "Portfolio\n",
      "52\n",
      "Portfolio.hu\n",
      "53\n",
      "Portfolio\n",
      "Career portfolio\n",
      "54\n",
      "Electronic portfolio\n",
      "55\n",
      "portfolio\n",
      "56\n",
      "Inflation\n",
      "57\n",
      "Inflation\n",
      "Inflation rate\n",
      "58\n",
      "Demand-pull inflation\n",
      "59\n",
      "Variance inflation factor\n",
      "60\n",
      "inflation\n",
      "61\n",
      "Housing\n",
      "62\n",
      "HDFC Bank\n",
      "63\n",
      "Housing\n",
      "Public housing\n",
      "64\n",
      "Caparison\n",
      "65\n",
      "housing\n",
      "66\n",
      "Dow Jones Industrial Average\n",
      "67\n",
      "Dow Jones & Company\n",
      "68\n",
      "STOXX Europe 50\n",
      "69\n",
      "Dow Jones\n",
      "70\n",
      "dow jones\n",
      "71\n",
      "Revenue\n",
      "72\n",
      "Gross income\n",
      "73\n",
      "Receita Federal do Brasil\n",
      "74\n",
      "Tax Administration\n",
      "75\n",
      "Revenue Commissioners\n",
      "76\n",
      "revenue\n",
      "77\n",
      "Muslim\n",
      "Sunni Islam\n",
      "Muslim\n",
      "Muslims\n",
      "Muslim ibn al-Hajjaj\n",
      "muslim\n",
      "Economics\n",
      "78\n",
      "Labour economics\n",
      "79\n",
      "Economics\n",
      "economics\n",
      "80\n",
      "Property rights\n",
      "81\n",
      "economics\n",
      "Credit\n",
      "82\n",
      "Credit card\n",
      "83\n",
      "Creditor\n",
      "84\n",
      "Credit\n",
      "Alpha Bank\n",
      "85\n",
      "credit\n",
      "86\n",
      "Credit\n",
      "markets\n",
      "87\n",
      "Return on investment\n",
      "88\n",
      "Volver\n",
      "89\n",
      "Tax report\n",
      "90\n",
      "Enter key\n",
      "91\n",
      "The Return\n",
      "92\n",
      "return\n",
      "93\n",
      "Unemployment\n",
      "94\n",
      "Unemployment benefits\n",
      "95\n",
      "Federal Unemployment Tax Act\n",
      "96\n",
      "Unemployment insurance in Japan\n",
      "97\n",
      "cyclical unemployment\n",
      "98\n",
      "unemployment\n",
      "99\n",
      "Floyd Mayweather\n",
      "100\n",
      "Money\n",
      "101\n",
      "Currency\n",
      "102\n",
      "Wealth\n",
      "103\n",
      "Euro\n",
      "104\n",
      "money\n",
      "105\n",
      "Religion\n",
      "106\n",
      "Dharm\n",
      "107\n",
      "Socinianism\n",
      "108\n",
      "Re-Legion\n",
      "109\n",
      "Religious education\n",
      "110\n",
      "religion\n",
      "111\n",
      "Cancer\n",
      "112\n",
      "Cancer\n",
      "Cancer\n",
      "Colorectal cancer\n",
      "Breast cancer\n",
      "113\n",
      "cancer\n",
      "114\n",
      "growth\n",
      "115\n",
      "Economic growth\n",
      "116\n",
      "Growth\n",
      "117\n",
      "growth\n",
      "Investment\n",
      "118\n",
      "Bank Melli Iran\n",
      "119\n",
      "Investment fund\n",
      "120\n",
      "Return on investment\n",
      "Real estate investment trust\n",
      "121\n",
      "investment\n",
      "122\n",
      "Hedge\n",
      "123\n",
      "Hedgehog\n",
      "124\n",
      "Hedge\n",
      "hedgehog\n",
      "125\n",
      "European hedgehog\n",
      "126\n",
      "hedge\n",
      "127\n",
      "Marriage\n",
      "128\n",
      "Vivah\n",
      "129\n",
      "Marriage, Not Dating\n",
      "130\n",
      "Marriage\n",
      "Same-sex marriage\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-209-c3a23cccc37f>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     15\u001b[0m                 \u001b[0mtitle\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msuggestion\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     16\u001b[0m                 \u001b[0mx\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0msuggestion\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'internet'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 17\u001b[1;33m                 \u001b[0mt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbuild_payload\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcat\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimeframe\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'2010-1-1 2021-6-1'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mgeo\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'IN'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mgprop\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m''\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     18\u001b[0m                 \u001b[0mx\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0minterest_over_time\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreset_index\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m,\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[0m\n\u001b[0;32m     19\u001b[0m                 \u001b[1;31m#print(x.head())\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\pytrends\\request.py\u001b[0m in \u001b[0;36mbuild_payload\u001b[1;34m(self, kw_list, cat, timeframe, geo, gprop)\u001b[0m\n\u001b[0;32m    167\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtoken_payload\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'req'\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mjson\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdumps\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtoken_payload\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'req'\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[0;32m    168\u001b[0m         \u001b[1;31m# get tokens\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 169\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_tokens\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[0m\u001b[0;32m    170\u001b[0m         \u001b[1;32mreturn\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    171\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\pytrends\\request.py\u001b[0m in \u001b[0;36m_tokens\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    173\u001b[0m         \u001b[1;34m\"\"\"Makes request to Google to get API tokens for interest over time, interest by region and related queries\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    174\u001b[0m         \u001b[1;31m# make the request and parse the returned json\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 175\u001b[1;33m         widget_dict = self._get_data(\n\u001b[0m\u001b[0;32m    176\u001b[0m             \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTrendReq\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mGENERAL_URL\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    177\u001b[0m             \u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTrendReq\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mGET_METHOD\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\pytrends\\request.py\u001b[0m in \u001b[0;36m_get_data\u001b[1;34m(self, url, method, trim_chars, **kwargs)\u001b[0m\n\u001b[0;32m    124\u001b[0m                               cookies=self.cookies, **kwargs, **self.requests_args)  # DO NOT USE retries or backoff_factor here\n\u001b[0;32m    125\u001b[0m         \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 126\u001b[1;33m             response = s.get(url, timeout=self.timeout, cookies=self.cookies,\n\u001b[0m\u001b[0;32m    127\u001b[0m                              **kwargs, **self.requests_args)   # DO NOT USE retries or backoff_factor here\n\u001b[0;32m    128\u001b[0m         \u001b[1;31m# check if the response contains json and throw an exception otherwise\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36mget\u001b[1;34m(self, url, **kwargs)\u001b[0m\n\u001b[0;32m    553\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    554\u001b[0m         \u001b[0mkwargs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msetdefault\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'allow_redirects'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 555\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'GET'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    556\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    557\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0moptions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\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~\\anaconda3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36mrequest\u001b[1;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[0;32m    540\u001b[0m         }\n\u001b[0;32m    541\u001b[0m         \u001b[0msend_kwargs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 542\u001b[1;33m         \u001b[0mresp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    543\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    544\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mresp\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36msend\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m    653\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    654\u001b[0m         \u001b[1;31m# Send the request\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 655\u001b[1;33m         \u001b[0mr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0madapter\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    656\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    657\u001b[0m         \u001b[1;31m# Total elapsed time of the request (approximately)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\requests\\adapters.py\u001b[0m in \u001b[0;36msend\u001b[1;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[0;32m    437\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    438\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mchunked\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 439\u001b[1;33m                 resp = conn.urlopen(\n\u001b[0m\u001b[0;32m    440\u001b[0m                     \u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    441\u001b[0m                     \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36murlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m    697\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    698\u001b[0m             \u001b[1;31m# Make the request on the httplib connection object.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 699\u001b[1;33m             httplib_response = self._make_request(\n\u001b[0m\u001b[0;32m    700\u001b[0m                 \u001b[0mconn\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    701\u001b[0m                 \u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m    380\u001b[0m         \u001b[1;31m# Trigger any extra validation we need to do.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    381\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 382\u001b[1;33m             \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_validate_conn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    383\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mSocketTimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mBaseSSLError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    384\u001b[0m             \u001b[1;31m# Py2 raises this as a BaseSSLError, Py3 raises it as socket timeout.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connectionpool.py\u001b[0m in \u001b[0;36m_validate_conn\u001b[1;34m(self, conn)\u001b[0m\n\u001b[0;32m   1008\u001b[0m         \u001b[1;31m# Force connect early to allow us to validate the connection.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1009\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"sock\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m  \u001b[1;31m# AppEngine might not have  `.sock`\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1010\u001b[1;33m             \u001b[0mconn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconnect\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[0m\u001b[0;32m   1011\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1012\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mconn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mis_verified\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\connection.py\u001b[0m in \u001b[0;36mconnect\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    409\u001b[0m             \u001b[0mcontext\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload_default_certs\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[0;32m    410\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 411\u001b[1;33m         self.sock = ssl_wrap_socket(\n\u001b[0m\u001b[0;32m    412\u001b[0m             \u001b[0msock\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mconn\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    413\u001b[0m             \u001b[0mkeyfile\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkey_file\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\util\\ssl_.py\u001b[0m in \u001b[0;36mssl_wrap_socket\u001b[1;34m(sock, keyfile, certfile, cert_reqs, ca_certs, server_hostname, ssl_version, ciphers, ssl_context, ca_cert_dir, key_password, ca_cert_data, tls_in_tls)\u001b[0m\n\u001b[0;32m    426\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    427\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0msend_sni\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 428\u001b[1;33m         ssl_sock = _ssl_wrap_socket_impl(\n\u001b[0m\u001b[0;32m    429\u001b[0m             \u001b[0msock\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtls_in_tls\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mserver_hostname\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mserver_hostname\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    430\u001b[0m         )\n",
      "\u001b[1;32m~\\anaconda3\\lib\\site-packages\\urllib3\\util\\ssl_.py\u001b[0m in \u001b[0;36m_ssl_wrap_socket_impl\u001b[1;34m(sock, ssl_context, tls_in_tls, server_hostname)\u001b[0m\n\u001b[0;32m    470\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    471\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mserver_hostname\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 472\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0mssl_context\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrap_socket\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msock\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mserver_hostname\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mserver_hostname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    473\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    474\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mssl_context\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mwrap_socket\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msock\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\ssl.py\u001b[0m in \u001b[0;36mwrap_socket\u001b[1;34m(self, sock, server_side, do_handshake_on_connect, suppress_ragged_eofs, server_hostname, session)\u001b[0m\n\u001b[0;32m    498\u001b[0m         \u001b[1;31m# SSLSocket class handles server_hostname encoding before it calls\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    499\u001b[0m         \u001b[1;31m# ctx._wrap_socket()\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 500\u001b[1;33m         return self.sslsocket_class._create(\n\u001b[0m\u001b[0;32m    501\u001b[0m             \u001b[0msock\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0msock\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    502\u001b[0m             \u001b[0mserver_side\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mserver_side\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\anaconda3\\lib\\ssl.py\u001b[0m in \u001b[0;36m_create\u001b[1;34m(cls, sock, server_side, do_handshake_on_connect, suppress_ragged_eofs, server_hostname, context, session)\u001b[0m\n\u001b[0;32m   1038\u001b[0m                         \u001b[1;31m# non-blocking\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1039\u001b[0m                         \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"do_handshake_on_connect should not be specified for non-blocking sockets\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1040\u001b[1;33m                     \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdo_handshake\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[0m\u001b[0;32m   1041\u001b[0m             \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mOSError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mValueError\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[0;32m   1042\u001b[0m                 \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclose\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~\\anaconda3\\lib\\ssl.py\u001b[0m in \u001b[0;36mdo_handshake\u001b[1;34m(self, block)\u001b[0m\n\u001b[0;32m   1307\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mtimeout\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m0.0\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0mblock\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1308\u001b[0m                 \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msettimeout\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1309\u001b[1;33m             \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_sslobj\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdo_handshake\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[0m\u001b[0;32m   1310\u001b[0m         \u001b[1;32mfinally\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1311\u001b[0m             \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msettimeout\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import time\n",
    "import random\n",
    "import requests\n",
    "i= []\n",
    "title=[]\n",
    "for term in terms:\n",
    "    try:\n",
    "        suggestions= t.suggestions(term)\n",
    "        suggestions.append({'title':term})\n",
    "        for suggestion in suggestions:\n",
    "            suggestion= suggestion['title']\n",
    "            print(suggestion)\n",
    "            if suggestion not in title:\n",
    "                t= TrendReq()\n",
    "                title.append(suggestion)\n",
    "                x=[suggestion, 'internet']\n",
    "                t.build_payload(x, cat=0, timeframe='2010-1-1 2021-6-1', geo='IN', gprop='')\n",
    "                x=t.interest_over_time().reset_index().iloc[:,:-2]\n",
    "                #print(x.head())\n",
    "                i.append(x)\n",
    "                print(len(i))\n",
    "                time.sleep((1+(random.randint(0,5)/10+ random.randint(0,5)/100)))\n",
    "    except Exception as e:\n",
    "        \n",
    "        print(e)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "id": "99ccca97",
   "metadata": {},
   "outputs": [],
   "source": [
    "final= a['date']\n",
    "for data in i:\n",
    "    final= pd.merge(final, data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 202,
   "id": "12d8e4ed",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 138 entries, 0 to 137\n",
      "Columns: 357 entries, date to The Ring\n",
      "dtypes: datetime64[ns](1), int32(356)\n",
      "memory usage: 194.1 KB\n"
     ]
    }
   ],
   "source": [
    "final.info(show_counts=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "id": "e3db4fba",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>Bharatiya Janata Party</th>\n",
       "      <th>BJP</th>\n",
       "      <th>United States Congress</th>\n",
       "      <th>Congress</th>\n",
       "      <th>Indian National Congress</th>\n",
       "      <th>The Congress</th>\n",
       "      <th>United States Senate</th>\n",
       "      <th>Aam Aadmi Party</th>\n",
       "      <th>NASDAQ:AAPL</th>\n",
       "      <th>...</th>\n",
       "      <th>Funeral</th>\n",
       "      <th>Fungus</th>\n",
       "      <th>Function</th>\n",
       "      <th>fun.</th>\n",
       "      <th>Climate</th>\n",
       "      <th>Biophysical environment</th>\n",
       "      <th>Environment</th>\n",
       "      <th>Natural environment</th>\n",
       "      <th>Ring</th>\n",
       "      <th>The Ring</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2010-01-01</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2010-02-01</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2010-03-01</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2010-04-01</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2010-05-01</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>28</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>2021-02-01</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>16</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>2021-03-01</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>2021-05-01</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>30</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>2021-06-01</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>138 rows × 357 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          date  Bharatiya Janata Party  BJP  United States Congress  Congress  \\\n",
       "0   2010-01-01                       0    1                       0         4   \n",
       "1   2010-02-01                       0    2                       0         4   \n",
       "2   2010-03-01                       0    2                       0         4   \n",
       "3   2010-04-01                       0    2                       0         3   \n",
       "4   2010-05-01                       0    1                       0         4   \n",
       "..         ...                     ...  ...                     ...       ...   \n",
       "133 2021-02-01                       0    5                       0         4   \n",
       "134 2021-03-01                       0    9                       0         5   \n",
       "135 2021-04-01                       0    6                       0         3   \n",
       "136 2021-05-01                       0    8                       0         4   \n",
       "137 2021-06-01                       0    4                       0         3   \n",
       "\n",
       "     Indian National Congress  The Congress  United States Senate  \\\n",
       "0                           1             0                     0   \n",
       "1                           1             0                     0   \n",
       "2                           0             0                     0   \n",
       "3                           0             0                     0   \n",
       "4                           0             0                     0   \n",
       "..                        ...           ...                   ...   \n",
       "133                         1             1                     0   \n",
       "134                         1             1                     0   \n",
       "135                         0             1                     0   \n",
       "136                         0             1                     0   \n",
       "137                         0             1                     0   \n",
       "\n",
       "     Aam Aadmi Party  NASDAQ:AAPL  ...  Funeral  Fungus  Function  fun.  \\\n",
       "0                  0            0  ...        1       0        31     0   \n",
       "1                  0            0  ...        1       0        36     0   \n",
       "2                  0            0  ...        1       1        34     0   \n",
       "3                  0            0  ...        1       0        35     0   \n",
       "4                  0            0  ...        1       0        28     0   \n",
       "..               ...          ...  ...      ...     ...       ...   ...   \n",
       "133                0            0  ...        1       1        21     0   \n",
       "134                0            0  ...        1       1        23     0   \n",
       "135                0            0  ...        1       0        19     0   \n",
       "136                0            0  ...        1      30        20     0   \n",
       "137                0            0  ...        1       6        22     0   \n",
       "\n",
       "     Climate  Biophysical environment  Environment  Natural environment  Ring  \\\n",
       "0          7                        0           15                    0    11   \n",
       "1          6                        0           16                    0    10   \n",
       "2          4                        0           12                    0     9   \n",
       "3          5                        0           15                    0     8   \n",
       "4          6                        0           13                    0    10   \n",
       "..       ...                      ...          ...                  ...   ...   \n",
       "133        4                        0            6                    0    16   \n",
       "134        3                        0            7                    0    15   \n",
       "135        2                        0            6                    0    13   \n",
       "136        3                        0            7                    0    13   \n",
       "137        3                        0           19                    0    14   \n",
       "\n",
       "     The Ring  \n",
       "0           1  \n",
       "1           1  \n",
       "2           1  \n",
       "3           1  \n",
       "4           1  \n",
       "..        ...  \n",
       "133         1  \n",
       "134         1  \n",
       "135         1  \n",
       "136         1  \n",
       "137         1  \n",
       "\n",
       "[138 rows x 357 columns]"
      ]
     },
     "execution_count": 203,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "id": "c62585ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6c4b2c72",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 254,
   "id": "1d94b288",
   "metadata": {},
   "outputs": [],
   "source": [
    "a=final.describe().T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 255,
   "id": "4e5c3107",
   "metadata": {},
   "outputs": [],
   "source": [
    "a=a[(a['max']-a['min']>50) | (a['max']>80)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 256,
   "id": "4dd41e07",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16"
      ]
     },
     "execution_count": 256,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 257,
   "id": "a89ebea7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 257,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2160x1440 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "final[a.index].rolling(10).mean().plot(figsize=(30,20))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 359,
   "id": "2c6a35e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "t.build_payload(['jobs','colleges','bank'], cat=0, timeframe='2004-1-1 2021-6-1', geo='IN', gprop='')\n",
    "x=t.interest_over_time().iloc[:,:-2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 361,
   "id": "686e5920",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 361,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x=x.iloc[::-1].reset_index().iloc[:,1:]\n",
    "x.plot(figsize= (20,5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 363,
   "id": "0559116d",
   "metadata": {},
   "outputs": [],
   "source": [
    "x=x.iloc[::-1].reset_index().iloc[:,1:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 365,
   "id": "0f7df21f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 365,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2160x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x.plot(figsize=(30,10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "70c6ccc7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f747a35c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 312,
   "id": "05d19573",
   "metadata": {},
   "outputs": [],
   "source": [
    "dates=pd.date_range('1/1/2010', '30/6/2021')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 313,
   "id": "9ad9876f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatetimeIndex(['2010-01-01', '2010-01-02', '2010-01-03', '2010-01-04',\n",
       "               '2010-01-05', '2010-01-06', '2010-01-07', '2010-01-08',\n",
       "               '2010-01-09', '2010-01-10',\n",
       "               ...\n",
       "               '2021-06-21', '2021-06-22', '2021-06-23', '2021-06-24',\n",
       "               '2021-06-25', '2021-06-26', '2021-06-27', '2021-06-28',\n",
       "               '2021-06-29', '2021-06-30'],\n",
       "              dtype='datetime64[ns]', length=4199, freq='D')"
      ]
     },
     "execution_count": 313,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 314,
   "id": "6b348a4b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2010-01-01 00:00:00\n",
      "2011-01-01 00:00:00\n",
      "2011-01-02 00:00:00\n",
      "2011-02-01 00:00:00\n",
      "2012-01-02 00:00:00\n",
      "2012-01-03 00:00:00\n",
      "2012-02-01 00:00:00\n",
      "2012-02-02 00:00:00\n",
      "2012-03-01 00:00:00\n",
      "2013-01-01 00:00:00\n",
      "2013-01-03 00:00:00\n",
      "2013-01-04 00:00:00\n",
      "2013-02-02 00:00:00\n",
      "2013-02-03 00:00:00\n",
      "2013-03-01 00:00:00\n",
      "2013-03-02 00:00:00\n",
      "2013-04-01 00:00:00\n",
      "2014-01-01 00:00:00\n",
      "2014-01-02 00:00:00\n",
      "2014-01-04 00:00:00\n",
      "2014-01-05 00:00:00\n",
      "2014-02-01 00:00:00\n",
      "2014-02-03 00:00:00\n",
      "2014-02-04 00:00:00\n",
      "2014-03-02 00:00:00\n",
      "2014-03-03 00:00:00\n",
      "2014-04-01 00:00:00\n",
      "2014-04-02 00:00:00\n",
      "2014-05-01 00:00:00\n",
      "2015-01-01 00:00:00\n",
      "2015-01-02 00:00:00\n",
      "2015-01-03 00:00:00\n",
      "2015-01-05 00:00:00\n",
      "2015-01-06 00:00:00\n",
      "2015-02-01 00:00:00\n",
      "2015-02-02 00:00:00\n",
      "2015-02-04 00:00:00\n",
      "2015-02-05 00:00:00\n",
      "2015-03-01 00:00:00\n",
      "2015-03-03 00:00:00\n",
      "2015-03-04 00:00:00\n",
      "2015-04-02 00:00:00\n",
      "2015-04-03 00:00:00\n",
      "2015-05-01 00:00:00\n",
      "2015-05-02 00:00:00\n",
      "2015-06-01 00:00:00\n",
      "2016-01-01 00:00:00\n",
      "2016-01-02 00:00:00\n",
      "2016-01-03 00:00:00\n",
      "2016-01-04 00:00:00\n",
      "2016-01-06 00:00:00\n",
      "2016-01-07 00:00:00\n",
      "2016-02-01 00:00:00\n",
      "2016-02-02 00:00:00\n",
      "2016-02-03 00:00:00\n",
      "2016-02-05 00:00:00\n",
      "2016-02-06 00:00:00\n",
      "2016-03-01 00:00:00\n",
      "2016-03-02 00:00:00\n",
      "2016-03-04 00:00:00\n",
      "2016-03-05 00:00:00\n",
      "2016-04-01 00:00:00\n",
      "2016-04-03 00:00:00\n",
      "2016-04-04 00:00:00\n",
      "2016-05-02 00:00:00\n",
      "2016-05-03 00:00:00\n",
      "2016-06-01 00:00:00\n",
      "2016-06-02 00:00:00\n",
      "2016-07-01 00:00:00\n",
      "2017-01-01 00:00:00\n",
      "2017-01-02 00:00:00\n",
      "2017-01-03 00:00:00\n",
      "2017-01-04 00:00:00\n",
      "2017-01-05 00:00:00\n",
      "2017-01-07 00:00:00\n",
      "2017-01-08 00:00:00\n",
      "2017-02-01 00:00:00\n",
      "2017-02-02 00:00:00\n",
      "2017-02-03 00:00:00\n",
      "2017-02-04 00:00:00\n",
      "2017-02-06 00:00:00\n",
      "2017-02-07 00:00:00\n",
      "2017-03-01 00:00:00\n",
      "2017-03-02 00:00:00\n",
      "2017-03-03 00:00:00\n",
      "2017-03-05 00:00:00\n",
      "2017-03-06 00:00:00\n",
      "2017-04-01 00:00:00\n",
      "2017-04-02 00:00:00\n",
      "2017-04-04 00:00:00\n",
      "2017-04-05 00:00:00\n",
      "2017-05-01 00:00:00\n",
      "2017-05-03 00:00:00\n",
      "2017-05-04 00:00:00\n",
      "2017-06-02 00:00:00\n",
      "2017-06-03 00:00:00\n",
      "2017-07-01 00:00:00\n",
      "2017-07-02 00:00:00\n",
      "2017-08-01 00:00:00\n",
      "2018-01-01 00:00:00\n",
      "2018-01-02 00:00:00\n",
      "2018-01-03 00:00:00\n",
      "2018-01-04 00:00:00\n",
      "2018-01-05 00:00:00\n",
      "2018-01-06 00:00:00\n",
      "2018-01-08 00:00:00\n",
      "2018-01-09 00:00:00\n",
      "2018-02-01 00:00:00\n",
      "2018-02-02 00:00:00\n",
      "2018-02-03 00:00:00\n",
      "2018-02-04 00:00:00\n",
      "2018-02-05 00:00:00\n",
      "2018-02-07 00:00:00\n",
      "2018-02-08 00:00:00\n",
      "2018-03-01 00:00:00\n",
      "2018-03-02 00:00:00\n",
      "2018-03-03 00:00:00\n",
      "2018-03-04 00:00:00\n",
      "2018-03-06 00:00:00\n",
      "2018-03-07 00:00:00\n",
      "2018-04-01 00:00:00\n",
      "2018-04-02 00:00:00\n",
      "2018-04-03 00:00:00\n",
      "2018-04-05 00:00:00\n",
      "2018-04-06 00:00:00\n",
      "2018-05-01 00:00:00\n",
      "2018-05-02 00:00:00\n",
      "2018-05-04 00:00:00\n",
      "2018-05-05 00:00:00\n",
      "2018-06-01 00:00:00\n",
      "2018-06-03 00:00:00\n",
      "2018-06-04 00:00:00\n",
      "2018-07-02 00:00:00\n",
      "2018-07-03 00:00:00\n",
      "2018-08-01 00:00:00\n",
      "2018-08-02 00:00:00\n",
      "2018-09-01 00:00:00\n",
      "2019-01-01 00:00:00\n",
      "2019-01-02 00:00:00\n",
      "2019-01-03 00:00:00\n",
      "2019-01-04 00:00:00\n",
      "2019-01-05 00:00:00\n",
      "2019-01-06 00:00:00\n",
      "2019-01-07 00:00:00\n",
      "2019-01-09 00:00:00\n",
      "2019-01-10 00:00:00\n",
      "2019-02-01 00:00:00\n",
      "2019-02-02 00:00:00\n",
      "2019-02-03 00:00:00\n",
      "2019-02-04 00:00:00\n",
      "2019-02-05 00:00:00\n",
      "2019-02-06 00:00:00\n",
      "2019-02-08 00:00:00\n",
      "2019-02-09 00:00:00\n",
      "2019-03-01 00:00:00\n",
      "2019-03-02 00:00:00\n",
      "2019-03-03 00:00:00\n",
      "2019-03-04 00:00:00\n",
      "2019-03-05 00:00:00\n",
      "2019-03-07 00:00:00\n",
      "2019-03-08 00:00:00\n",
      "2019-04-01 00:00:00\n",
      "2019-04-02 00:00:00\n",
      "2019-04-03 00:00:00\n",
      "2019-04-04 00:00:00\n",
      "2019-04-06 00:00:00\n",
      "2019-04-07 00:00:00\n",
      "2019-05-01 00:00:00\n",
      "2019-05-02 00:00:00\n",
      "2019-05-03 00:00:00\n",
      "2019-05-05 00:00:00\n",
      "2019-05-06 00:00:00\n",
      "2019-06-01 00:00:00\n",
      "2019-06-02 00:00:00\n",
      "2019-06-04 00:00:00\n",
      "2019-06-05 00:00:00\n",
      "2019-07-01 00:00:00\n",
      "2019-07-03 00:00:00\n",
      "2019-07-04 00:00:00\n",
      "2019-08-02 00:00:00\n",
      "2019-08-03 00:00:00\n",
      "2019-09-01 00:00:00\n",
      "2019-09-02 00:00:00\n",
      "2019-10-01 00:00:00\n",
      "2020-01-01 00:00:00\n",
      "2020-01-02 00:00:00\n",
      "2020-01-03 00:00:00\n",
      "2020-01-04 00:00:00\n",
      "2020-01-05 00:00:00\n",
      "2020-01-06 00:00:00\n",
      "2020-01-07 00:00:00\n",
      "2020-01-08 00:00:00\n",
      "2020-01-10 00:00:00\n",
      "2020-01-11 00:00:00\n",
      "2020-02-01 00:00:00\n",
      "2020-02-02 00:00:00\n",
      "2020-02-03 00:00:00\n",
      "2020-02-04 00:00:00\n",
      "2020-02-05 00:00:00\n",
      "2020-02-06 00:00:00\n",
      "2020-02-07 00:00:00\n",
      "2020-02-09 00:00:00\n",
      "2020-02-10 00:00:00\n",
      "2020-03-01 00:00:00\n",
      "2020-03-02 00:00:00\n",
      "2020-03-03 00:00:00\n",
      "2020-03-04 00:00:00\n",
      "2020-03-05 00:00:00\n",
      "2020-03-06 00:00:00\n",
      "2020-03-08 00:00:00\n",
      "2020-03-09 00:00:00\n",
      "2020-04-01 00:00:00\n",
      "2020-04-02 00:00:00\n",
      "2020-04-03 00:00:00\n",
      "2020-04-04 00:00:00\n",
      "2020-04-05 00:00:00\n",
      "2020-04-07 00:00:00\n",
      "2020-04-08 00:00:00\n",
      "2020-05-01 00:00:00\n",
      "2020-05-02 00:00:00\n",
      "2020-05-03 00:00:00\n",
      "2020-05-04 00:00:00\n",
      "2020-05-06 00:00:00\n",
      "2020-05-07 00:00:00\n",
      "2020-06-01 00:00:00\n",
      "2020-06-02 00:00:00\n",
      "2020-06-03 00:00:00\n",
      "2020-06-05 00:00:00\n",
      "2020-06-06 00:00:00\n",
      "2020-07-01 00:00:00\n",
      "2020-07-02 00:00:00\n",
      "2020-07-04 00:00:00\n",
      "2020-07-05 00:00:00\n",
      "2020-08-01 00:00:00\n",
      "2020-08-03 00:00:00\n",
      "2020-08-04 00:00:00\n",
      "2020-09-02 00:00:00\n",
      "2020-09-03 00:00:00\n",
      "2020-10-01 00:00:00\n",
      "2020-10-02 00:00:00\n",
      "2020-11-01 00:00:00\n",
      "2021-01-01 00:00:00\n",
      "2021-01-02 00:00:00\n",
      "2021-01-03 00:00:00\n",
      "2021-01-04 00:00:00\n",
      "2021-01-05 00:00:00\n",
      "2021-01-06 00:00:00\n",
      "2021-01-07 00:00:00\n",
      "2021-01-08 00:00:00\n",
      "2021-01-09 00:00:00\n",
      "2021-01-11 00:00:00\n",
      "2021-01-12 00:00:00\n",
      "2021-02-01 00:00:00\n",
      "2021-02-02 00:00:00\n",
      "2021-02-03 00:00:00\n",
      "2021-02-04 00:00:00\n",
      "2021-02-05 00:00:00\n",
      "2021-02-06 00:00:00\n",
      "2021-02-07 00:00:00\n",
      "2021-02-08 00:00:00\n",
      "2021-02-10 00:00:00\n",
      "2021-02-11 00:00:00\n",
      "2021-03-01 00:00:00\n",
      "2021-03-02 00:00:00\n",
      "2021-03-03 00:00:00\n",
      "2021-03-04 00:00:00\n",
      "2021-03-05 00:00:00\n",
      "2021-03-06 00:00:00\n",
      "2021-03-07 00:00:00\n",
      "2021-03-09 00:00:00\n",
      "2021-03-10 00:00:00\n",
      "2021-04-01 00:00:00\n",
      "2021-04-02 00:00:00\n",
      "2021-04-03 00:00:00\n",
      "2021-04-04 00:00:00\n",
      "2021-04-05 00:00:00\n",
      "2021-04-06 00:00:00\n",
      "2021-04-08 00:00:00\n",
      "2021-04-09 00:00:00\n",
      "2021-05-01 00:00:00\n",
      "2021-05-02 00:00:00\n",
      "2021-05-03 00:00:00\n",
      "2021-05-04 00:00:00\n",
      "2021-05-05 00:00:00\n",
      "2021-05-07 00:00:00\n",
      "2021-05-08 00:00:00\n",
      "2021-06-01 00:00:00\n",
      "2021-06-02 00:00:00\n",
      "2021-06-03 00:00:00\n",
      "2021-06-04 00:00:00\n",
      "2021-06-06 00:00:00\n",
      "2021-06-07 00:00:00\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "data={}\n",
    "for date in dates:\n",
    "    try:\n",
    "        s = requests.session()\n",
    "        year= date.year\n",
    "        month= date.month\n",
    "        day= date.day\n",
    "        t= TrendReq()\n",
    "        a=t.top_charts(year-month-day, hl='en-US', tz=360, geo='IN').iloc[:,0].values.tolist()\n",
    "        data[str(year)+'-'+str(month)+'-'+str(day)]= a\n",
    "        s.cookies.clear()\n",
    "        time.sleep((1+(random.randint(0,5)/10+ random.randint(0,5)/100)))\n",
    "        print(date)\n",
    "    except Exception as e:\n",
    "        pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4e22462c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 308,
   "id": "165460c9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'2020-1-1': ['FIFA World Cup 2018',\n",
       "  'Live score',\n",
       "  'IPL 2018',\n",
       "  'Karnataka election results',\n",
       "  'Baal Veer',\n",
       "  'Bigg Boss',\n",
       "  'Robot 2.0',\n",
       "  'Asia Cup 2018',\n",
       "  'Motu Patlu',\n",
       "  'Asian Games 2018'],\n",
       " '2020-1-2': ['Bahubali 2',\n",
       "  'Indian Premier League',\n",
       "  'Live Cricket Score',\n",
       "  'Dangal',\n",
       "  'Half Girlfriend',\n",
       "  'Badrinath Ki Dulhaniya',\n",
       "  'Munna Michael',\n",
       "  'Jagga Jasoos',\n",
       "  'Champions Trophy',\n",
       "  'Raees']}"
      ]
     },
     "execution_count": 308,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7f1e625c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f5f4ee4e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 315,
   "id": "08b3bf07",
   "metadata": {},
   "outputs": [],
   "source": [
    "df= pd.DataFrame(data, columns= list(data.keys()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 316,
   "id": "293f7892",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('top charts.tsv', sep='\\t')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 329,
   "id": "108f9a76",
   "metadata": {},
   "outputs": [],
   "source": [
    "l=list(data.values())\n",
    "fl=[]\n",
    "for g in l:\n",
    "    if g not in fl:\n",
    "        fl.append(g)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 335,
   "id": "737904c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                Bahubali 2\n",
       "1     Indian Premier League\n",
       "2        Live Cricket Score\n",
       "3                    Dangal\n",
       "4           Half Girlfriend\n",
       "5    Badrinath Ki Dulhaniya\n",
       "6             Munna Michael\n",
       "7              Jagga Jasoos\n",
       "8          Champions Trophy\n",
       "9                     Raees\n",
       "Name: 2020-1-2, dtype: object"
      ]
     },
     "execution_count": 335,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['2020-1-2']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 336,
   "id": "3b3a1a26",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Orkut',\n",
       "  'Gmail',\n",
       "  'Yahoo',\n",
       "  'Google',\n",
       "  'YouTube',\n",
       "  'YahooMail',\n",
       "  'Indian Railways',\n",
       "  'Rediff',\n",
       "  'Cricket',\n",
       "  'Katrina Kaif'],\n",
       " ['Budget 2009',\n",
       "  'Kambakth Ishq',\n",
       "  'IRCTC',\n",
       "  'Satyam Share Price',\n",
       "  'Bhuvan',\n",
       "  'Michael Jackson',\n",
       "  'Twitter',\n",
       "  'Election Results',\n",
       "  'Windows 7',\n",
       "  'Nokia 5800'],\n",
       " ['Facebook',\n",
       "  'IBPS',\n",
       "  'Google+',\n",
       "  'World Cup 2011',\n",
       "  'Bodyguard',\n",
       "  'Ra.One',\n",
       "  'Anna Hazare',\n",
       "  'IPL 2011',\n",
       "  'Poonam Pandey',\n",
       "  'Ready'],\n",
       " ['Sunny Leone',\n",
       "  'Rajesh Khanna',\n",
       "  'Poonam Pandey',\n",
       "  'Alia Bhatt',\n",
       "  'Nirmal Baba',\n",
       "  'Sherlyn Chopra',\n",
       "  'Yash Chopra',\n",
       "  'Saif Ali Khan',\n",
       "  'Diana Penty',\n",
       "  'Vilasrao Deshmukh'],\n",
       " ['Chennai Express',\n",
       "  'IPL 2013',\n",
       "  'Aashiqui 2',\n",
       "  'UIDAI',\n",
       "  'GATE 2014',\n",
       "  'Krrish 3',\n",
       "  'Bigg Boss 7',\n",
       "  'Paul Walker',\n",
       "  'Jiah Khan',\n",
       "  'Ram Leela'],\n",
       " ['Elections 2014',\n",
       "  'FIFA 2014',\n",
       "  'iPhone 6',\n",
       "  'GATE 2015',\n",
       "  'Narendra Modi',\n",
       "  'IPL 2014',\n",
       "  'Ragini MMS 2',\n",
       "  'Kick',\n",
       "  'Jai Ho',\n",
       "  'Happy New Year'],\n",
       " ['ICC Cricket World Cup 2015',\n",
       "  'Bahubali',\n",
       "  'Bajrangi Bhaijaan',\n",
       "  'Prem Ratan Dhan Payo',\n",
       "  'Indian Premier League (IPL)',\n",
       "  'APJ Abdul Kalam',\n",
       "  'SSC Exam',\n",
       "  'Bigg Boss 9',\n",
       "  'Hotstar',\n",
       "  'Star Sports'],\n",
       " ['Rio 2016 Olympics',\n",
       "  'Pokémon GO',\n",
       "  'EURO 2016',\n",
       "  'Sultan',\n",
       "  'Kabali',\n",
       "  'iPhone 7',\n",
       "  'Indian Premier League 2016',\n",
       "  'Donald Trump',\n",
       "  'Udta Punjab',\n",
       "  'P. V. Sindhu'],\n",
       " ['Bahubali 2',\n",
       "  'Indian Premier League',\n",
       "  'Live Cricket Score',\n",
       "  'Dangal',\n",
       "  'Half Girlfriend',\n",
       "  'Badrinath Ki Dulhaniya',\n",
       "  'Munna Michael',\n",
       "  'Jagga Jasoos',\n",
       "  'Champions Trophy',\n",
       "  'Raees'],\n",
       " ['FIFA World Cup 2018',\n",
       "  'Live score',\n",
       "  'IPL 2018',\n",
       "  'Karnataka election results',\n",
       "  'Baal Veer',\n",
       "  'Bigg Boss',\n",
       "  'Robot 2.0',\n",
       "  'Asia Cup 2018',\n",
       "  'Motu Patlu',\n",
       "  'Asian Games 2018'],\n",
       " ['Cricket World Cup',\n",
       "  'Lok Sabha Elections',\n",
       "  'Chandrayaan 2',\n",
       "  'Kabir Singh',\n",
       "  'Avengers: Endgame',\n",
       "  'Article 370',\n",
       "  'NEET results',\n",
       "  'Joker',\n",
       "  'Captain Marvel',\n",
       "  'PM Kisan Yojana']]"
      ]
     },
     "execution_count": 336,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 346,
   "id": "8b44370b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>exploreQuery</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>FIFA World Cup 2018</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Live score</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IPL 2018</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Karnataka election results</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Baal Veer</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Bigg Boss</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Robot 2.0</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Asia Cup 2018</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Motu Patlu</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Asian Games 2018</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        title exploreQuery\n",
       "0         FIFA World Cup 2018             \n",
       "1                  Live score             \n",
       "2                    IPL 2018             \n",
       "3  Karnataka election results             \n",
       "4                   Baal Veer             \n",
       "5                   Bigg Boss             \n",
       "6                   Robot 2.0             \n",
       "7               Asia Cup 2018             \n",
       "8                  Motu Patlu             \n",
       "9            Asian Games 2018             "
      ]
     },
     "execution_count": 346,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t.top_charts(2020-1-1, geo='IN')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1d3d7a46",
   "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"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}