roster_notebook.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas\n",
    "import urllib\n",
    "from bs4 import BeautifulSoup\n",
    "import pickle\n",
    "import time\n",
    "import re\n",
    "import datetime\n",
    "import json\n",
    "import numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=1\n",
      "200\n",
      "2\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=2\n",
      "200\n",
      "3\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=3\n",
      "200\n",
      "4\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=4\n",
      "200\n",
      "5\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=5\n",
      "200\n",
      "6\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=6\n",
      "200\n",
      "7\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=7\n",
      "200\n",
      "8\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=8\n",
      "200\n",
      "9\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=9\n",
      "200\n",
      "10\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=10\n",
      "200\n",
      "11\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=11\n",
      "200\n",
      "12\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=12\n",
      "200\n",
      "13\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=13\n",
      "200\n",
      "14\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=14\n",
      "200\n",
      "15\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=15\n",
      "200\n",
      "16\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=16\n",
      "200\n",
      "17\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=17\n",
      "200\n",
      "18\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=18\n",
      "200\n",
      "19\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=19\n",
      "200\n",
      "20\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=20\n",
      "200\n",
      "21\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=21\n",
      "200\n",
      "22\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=22\n",
      "200\n",
      "23\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=23\n",
      "200\n",
      "24\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=24\n",
      "200\n",
      "25\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=25\n",
      "200\n",
      "26\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=26\n",
      "200\n",
      "27\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=27\n",
      "200\n",
      "28\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=28\n",
      "200\n",
      "29\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=29\n",
      "200\n",
      "30\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=30\n",
      "200\n",
      "31\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=31\n",
      "200\n",
      "32\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=32\n",
      "200\n",
      "33\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=33\n",
      "200\n",
      "34\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=34\n",
      "200\n",
      "35\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=35\n",
      "200\n",
      "36\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=36\n",
      "200\n",
      "37\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=37\n",
      "200\n",
      "38\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=38\n",
      "200\n",
      "39\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=39\n",
      "200\n",
      "40\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=40\n",
      "200\n",
      "41\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=41\n",
      "200\n",
      "42\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=42\n",
      "200\n",
      "43\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=43\n",
      "200\n",
      "44\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=44\n",
      "200\n",
      "45\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=45\n",
      "200\n",
      "46\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=46\n",
      "200\n",
      "47\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=47\n",
      "200\n",
      "48\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=48\n",
      "200\n",
      "49\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=49\n",
      "200\n",
      "50\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=50\n",
      "200\n",
      "51\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=51\n",
      "200\n",
      "52\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=52\n",
      "200\n",
      "53\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=53\n",
      "200\n",
      "54\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=54\n",
      "200\n",
      "55\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=55\n",
      "200\n",
      "56\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=56\n",
      "200\n",
      "57\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=57\n",
      "200\n",
      "58\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=58\n",
      "200\n",
      "59\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=59\n",
      "200\n",
      "60\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=60\n",
      "200\n",
      "61\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=61\n",
      "200\n",
      "62\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=62\n",
      "200\n",
      "63\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=63\n",
      "200\n",
      "64\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=64\n",
      "200\n",
      "65\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=65\n",
      "200\n",
      "66\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=66\n",
      "200\n",
      "67\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=67\n",
      "200\n",
      "68\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=68\n",
      "200\n",
      "69\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=69\n",
      "200\n",
      "70\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=70\n",
      "200\n",
      "71\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=71\n",
      "200\n",
      "72\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=72\n",
      "200\n",
      "73\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=73\n",
      "200\n",
      "74\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=74\n",
      "200\n",
      "75\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=75\n",
      "200\n",
      "76\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=76\n",
      "200\n",
      "77\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=77\n",
      "200\n",
      "78\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=78\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "200\n",
      "79\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=79\n",
      "200\n",
      "80\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=80\n",
      "200\n",
      "81\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=81\n",
      "200\n",
      "82\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=82\n",
      "200\n",
      "83\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=83\n",
      "200\n",
      "84\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=84\n",
      "200\n",
      "85\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=85\n",
      "200\n",
      "86\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=86\n",
      "200\n",
      "87\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=87\n",
      "200\n",
      "88\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=88\n",
      "200\n",
      "89\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=89\n",
      "200\n",
      "90\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=90\n",
      "200\n",
      "91\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=91\n",
      "200\n",
      "92\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=92\n",
      "200\n",
      "93\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=93\n",
      "200\n",
      "94\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=94\n",
      "200\n",
      "95\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=95\n",
      "200\n",
      "96\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=96\n",
      "200\n",
      "97\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=97\n",
      "200\n",
      "98\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=98\n",
      "200\n",
      "99\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=99\n",
      "200\n",
      "100\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=100\n",
      "200\n",
      "101\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=101\n",
      "200\n",
      "102\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=102\n",
      "200\n",
      "103\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=103\n",
      "200\n",
      "104\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=104\n",
      "200\n",
      "105\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=105\n",
      "200\n",
      "106\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=106\n",
      "200\n",
      "107\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=107\n",
      "200\n",
      "108\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=108\n",
      "200\n",
      "109\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=109\n",
      "200\n",
      "110\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=110\n",
      "200\n",
      "111\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=111\n",
      "200\n",
      "112\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=112\n",
      "200\n",
      "113\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=113\n",
      "200\n",
      "114\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=114\n",
      "200\n",
      "115\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=115\n",
      "200\n",
      "116\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=116\n",
      "200\n",
      "117\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=117\n",
      "200\n",
      "118\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=118\n",
      "200\n",
      "119\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=119\n",
      "200\n",
      "120\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=120\n",
      "200\n",
      "121\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=121\n",
      "200\n",
      "122\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=122\n",
      "200\n",
      "123\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=123\n",
      "200\n",
      "124\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=124\n",
      "200\n",
      "125\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=125\n",
      "200\n",
      "126\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=126\n",
      "200\n",
      "127\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=127\n",
      "200\n",
      "128\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=128\n",
      "200\n",
      "129\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=129\n",
      "200\n",
      "130\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=130\n",
      "200\n",
      "131\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=131\n",
      "200\n",
      "132\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=132\n",
      "200\n",
      "133\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=133\n",
      "200\n",
      "134\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=134\n",
      "200\n",
      "135\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=135\n",
      "200\n",
      "136\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=136\n",
      "200\n",
      "137\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=137\n",
      "200\n",
      "138\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=138\n",
      "200\n",
      "139\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=139\n",
      "200\n",
      "140\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=140\n",
      "200\n",
      "141\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=141\n",
      "200\n",
      "142\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=142\n",
      "200\n",
      "143\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=143\n",
      "200\n",
      "144\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=144\n",
      "200\n",
      "145\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=145\n",
      "200\n",
      "146\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=146\n",
      "200\n",
      "147\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=147\n",
      "200\n",
      "148\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=148\n",
      "200\n",
      "149\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=149\n",
      "200\n",
      "150\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=150\n",
      "200\n",
      "151\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=151\n",
      "200\n",
      "152\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=152\n",
      "200\n",
      "153\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=153\n",
      "200\n",
      "154\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=154\n",
      "200\n",
      "155\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=155\n",
      "200\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=156\n",
      "200\n",
      "157\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=157\n",
      "200\n",
      "158\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=158\n",
      "200\n",
      "159\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=159\n",
      "200\n",
      "160\n",
      "https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=160\n",
      "200\n"
     ]
    }
   ],
   "source": [
    "'''\n",
    "teamScraped = []\n",
    "\n",
    "for pageNo in range(1, 160+1):\n",
    "    print(pageNo)\n",
    "    \n",
    "    url = \"https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams_breif/?page=\" + str(pageNo)\n",
    "    print(url)\n",
    "\n",
    "    response = urllib.request.urlopen(url)\n",
    "    print(response.status)\n",
    "    if response.status != 200:\n",
    "        break\n",
    "        \n",
    "    html_doc = response.read()\n",
    "    response.close()\n",
    "    \n",
    "    page = json.loads(html_doc)\n",
    "\n",
    "    teamScraped = teamScraped + page['results']\n",
    "    \n",
    "    time.sleep(5)\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "#teamScraped\n",
    "\n",
    "#DO NOT RUN!!!\n",
    "\n",
    "#with open('teamScraped', 'wb') as results_file:\n",
    "#    pickle.dump(teamScraped, results_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "teams: 3245\n",
      "0\n",
      "1\n",
      "2\n",
      "3\n",
      "4\n",
      "5\n",
      "6\n",
      "7\n",
      "8\n",
      "9\n",
      "10\n",
      "11\n",
      "12\n",
      "13\n",
      "14\n",
      "15\n",
      "16\n",
      "17\n",
      "18\n",
      "19\n",
      "20\n",
      "21\n",
      "22\n",
      "23\n",
      "24\n",
      "25\n",
      "26\n",
      "27\n",
      "28\n",
      "29\n",
      "30\n",
      "31\n",
      "32\n",
      "33\n",
      "34\n",
      "35\n",
      "36\n",
      "37\n",
      "38\n",
      "39\n",
      "40\n",
      "41\n",
      "42\n",
      "43\n",
      "44\n",
      "45\n",
      "46\n",
      "47\n",
      "48\n",
      "49\n",
      "50\n",
      "51\n",
      "52\n",
      "53\n",
      "54\n",
      "55\n",
      "56\n",
      "57\n",
      "58\n",
      "59\n",
      "60\n",
      "61\n",
      "62\n",
      "63\n",
      "64\n",
      "65\n",
      "66\n",
      "67\n",
      "68\n",
      "69\n",
      "70\n",
      "71\n",
      "72\n",
      "73\n",
      "74\n",
      "75\n",
      "76\n",
      "77\n",
      "78\n",
      "79\n",
      "80\n",
      "81\n",
      "82\n",
      "83\n",
      "84\n",
      "85\n",
      "86\n",
      "87\n",
      "88\n",
      "89\n",
      "90\n",
      "91\n",
      "92\n",
      "93\n",
      "94\n",
      "95\n",
      "96\n",
      "97\n",
      "98\n",
      "99\n",
      "100\n",
      "101\n",
      "102\n",
      "103\n",
      "104\n",
      "105\n",
      "106\n",
      "107\n",
      "108\n",
      "109\n",
      "110\n",
      "111\n",
      "112\n",
      "113\n",
      "114\n",
      "115\n",
      "116\n",
      "117\n",
      "118\n",
      "119\n",
      "120\n",
      "121\n",
      "122\n",
      "123\n",
      "124\n",
      "125\n",
      "126\n",
      "127\n",
      "128\n",
      "129\n",
      "130\n",
      "131\n",
      "132\n",
      "133\n",
      "134\n",
      "135\n",
      "136\n",
      "137\n",
      "138\n",
      "139\n",
      "140\n",
      "141\n",
      "142\n",
      "143\n",
      "144\n",
      "145\n",
      "146\n",
      "147\n",
      "148\n",
      "149\n",
      "150\n",
      "151\n",
      "152\n",
      "153\n",
      "154\n",
      "155\n",
      "156\n",
      "157\n",
      "158\n",
      "159\n",
      "160\n",
      "161\n",
      "162\n",
      "163\n",
      "164\n",
      "165\n",
      "166\n",
      "167\n",
      "168\n",
      "169\n",
      "170\n",
      "171\n",
      "172\n",
      "173\n",
      "174\n",
      "175\n",
      "176\n",
      "177\n",
      "178\n",
      "179\n",
      "180\n",
      "181\n",
      "182\n",
      "183\n",
      "184\n",
      "185\n",
      "186\n",
      "187\n",
      "188\n",
      "189\n",
      "190\n",
      "191\n",
      "192\n",
      "193\n",
      "194\n",
      "195\n",
      "196\n",
      "197\n",
      "198\n",
      "199\n",
      "200\n",
      "201\n",
      "202\n",
      "203\n",
      "204\n",
      "205\n",
      "206\n",
      "207\n",
      "208\n",
      "209\n",
      "210\n",
      "211\n",
      "212\n",
      "213\n",
      "214\n",
      "215\n",
      "216\n",
      "217\n",
      "218\n",
      "219\n",
      "220\n",
      "221\n",
      "222\n",
      "223\n",
      "224\n",
      "225\n",
      "226\n",
      "227\n",
      "228\n",
      "229\n",
      "230\n",
      "231\n",
      "232\n",
      "233\n",
      "234\n",
      "235\n",
      "236\n",
      "237\n",
      "238\n",
      "239\n",
      "240\n",
      "241\n",
      "242\n",
      "243\n",
      "244\n",
      "245\n",
      "246\n",
      "247\n",
      "248\n",
      "249\n",
      "250\n",
      "251\n",
      "252\n",
      "253\n",
      "254\n",
      "255\n",
      "256\n",
      "257\n",
      "258\n",
      "259\n",
      "260\n",
      "261\n",
      "262\n",
      "263\n",
      "264\n",
      "265\n",
      "266\n",
      "267\n",
      "268\n",
      "269\n",
      "270\n",
      "271\n",
      "272\n",
      "273\n",
      "274\n",
      "275\n",
      "276\n",
      "277\n",
      "278\n",
      "279\n",
      "280\n",
      "281\n",
      "282\n",
      "283\n",
      "284\n",
      "285\n",
      "286\n",
      "287\n",
      "288\n",
      "289\n",
      "290\n",
      "291\n",
      "292\n",
      "293\n",
      "294\n",
      "295\n",
      "296\n",
      "297\n",
      "298\n",
      "299\n",
      "300\n",
      "301\n",
      "302\n",
      "303\n",
      "304\n",
      "305\n",
      "306\n",
      "307\n",
      "308\n",
      "309\n",
      "310\n",
      "311\n",
      "312\n",
      "313\n",
      "314\n",
      "315\n",
      "316\n",
      "317\n",
      "318\n",
      "319\n",
      "320\n",
      "321\n",
      "322\n",
      "323\n",
      "324\n",
      "325\n",
      "326\n",
      "327\n",
      "328\n",
      "329\n",
      "330\n",
      "331\n",
      "332\n",
      "333\n",
      "334\n",
      "335\n",
      "336\n",
      "337\n",
      "338\n",
      "339\n",
      "340\n",
      "341\n",
      "342\n",
      "343\n",
      "344\n",
      "345\n",
      "346\n",
      "347\n",
      "348\n",
      "349\n",
      "350\n",
      "351\n",
      "352\n",
      "353\n",
      "354\n",
      "355\n",
      "356\n",
      "357\n",
      "358\n",
      "359\n",
      "360\n",
      "361\n",
      "362\n",
      "363\n",
      "364\n",
      "365\n",
      "366\n",
      "367\n",
      "368\n",
      "369\n",
      "370\n",
      "371\n",
      "372\n",
      "373\n",
      "374\n",
      "375\n",
      "376\n",
      "377\n",
      "378\n",
      "379\n",
      "380\n",
      "381\n",
      "382\n",
      "383\n",
      "384\n",
      "385\n",
      "386\n",
      "387\n",
      "388\n",
      "389\n",
      "390\n",
      "391\n",
      "392\n",
      "393\n",
      "394\n",
      "395\n",
      "396\n",
      "397\n",
      "398\n",
      "399\n",
      "400\n",
      "401\n",
      "402\n",
      "403\n",
      "404\n",
      "405\n",
      "406\n",
      "407\n",
      "408\n",
      "409\n",
      "410\n",
      "411\n",
      "412\n",
      "413\n",
      "414\n",
      "415\n",
      "416\n",
      "417\n",
      "418\n",
      "419\n",
      "420\n",
      "421\n",
      "422\n",
      "423\n",
      "424\n",
      "425\n",
      "426\n",
      "427\n",
      "428\n",
      "429\n",
      "430\n",
      "431\n",
      "432\n",
      "433\n",
      "434\n",
      "435\n",
      "436\n",
      "437\n",
      "438\n",
      "439\n",
      "440\n",
      "441\n",
      "442\n",
      "443\n",
      "444\n",
      "445\n",
      "446\n",
      "447\n",
      "448\n",
      "449\n",
      "450\n",
      "451\n",
      "452\n",
      "453\n",
      "454\n",
      "455\n",
      "456\n",
      "457\n",
      "458\n",
      "459\n",
      "460\n",
      "461\n",
      "462\n",
      "463\n",
      "464\n",
      "465\n",
      "466\n",
      "467\n",
      "468\n",
      "469\n",
      "470\n",
      "471\n",
      "472\n",
      "473\n",
      "474\n",
      "475\n",
      "476\n",
      "477\n",
      "478\n",
      "479\n",
      "480\n",
      "481\n",
      "482\n",
      "483\n",
      "484\n",
      "485\n",
      "486\n",
      "487\n",
      "488\n",
      "489\n",
      "490\n",
      "491\n",
      "492\n",
      "493\n",
      "494\n",
      "495\n",
      "496\n",
      "497\n",
      "498\n",
      "499\n",
      "500\n",
      "501\n",
      "502\n",
      "503\n",
      "504\n",
      "505\n",
      "506\n",
      "507\n",
      "508\n",
      "509\n",
      "510\n",
      "511\n",
      "512\n",
      "513\n",
      "514\n",
      "515\n",
      "516\n",
      "517\n",
      "518\n",
      "519\n",
      "520\n",
      "521\n",
      "522\n",
      "523\n",
      "524\n",
      "525\n",
      "526\n",
      "527\n",
      "528\n",
      "529\n",
      "530\n",
      "531\n",
      "532\n",
      "533\n",
      "534\n",
      "535\n",
      "536\n",
      "537\n",
      "538\n",
      "539\n",
      "540\n",
      "541\n",
      "542\n",
      "543\n",
      "544\n",
      "545\n",
      "546\n",
      "547\n",
      "548\n",
      "549\n",
      "550\n",
      "551\n",
      "552\n",
      "553\n",
      "554\n",
      "555\n",
      "556\n",
      "557\n",
      "558\n",
      "559\n",
      "560\n",
      "561\n",
      "562\n",
      "563\n",
      "564\n",
      "565\n",
      "566\n",
      "567\n",
      "568\n",
      "569\n",
      "570\n",
      "571\n",
      "572\n",
      "573\n",
      "574\n",
      "575\n",
      "576\n",
      "577\n",
      "578\n",
      "579\n",
      "580\n",
      "581\n",
      "582\n",
      "583\n",
      "584\n",
      "585\n",
      "586\n",
      "587\n",
      "588\n",
      "589\n",
      "590\n",
      "591\n",
      "592\n",
      "593\n",
      "594\n",
      "595\n",
      "596\n",
      "597\n",
      "598\n",
      "599\n",
      "600\n",
      "601\n",
      "602\n",
      "603\n",
      "604\n",
      "605\n",
      "606\n",
      "607\n",
      "608\n",
      "609\n",
      "610\n",
      "611\n",
      "612\n",
      "613\n",
      "614\n",
      "615\n",
      "616\n",
      "617\n",
      "618\n",
      "619\n",
      "620\n",
      "621\n",
      "622\n",
      "623\n",
      "624\n",
      "625\n",
      "626\n",
      "627\n",
      "628\n",
      "629\n",
      "630\n",
      "631\n",
      "632\n",
      "633\n",
      "634\n",
      "635\n",
      "636\n",
      "637\n",
      "638\n",
      "639\n",
      "640\n",
      "641\n",
      "642\n",
      "643\n",
      "644\n",
      "645\n",
      "646\n",
      "647\n",
      "648\n",
      "649\n",
      "650\n",
      "651\n",
      "652\n",
      "653\n",
      "654\n",
      "655\n",
      "656\n",
      "657\n",
      "658\n",
      "659\n",
      "660\n",
      "661\n",
      "662\n",
      "663\n",
      "664\n",
      "665\n",
      "666\n",
      "667\n",
      "668\n",
      "669\n",
      "670\n",
      "671\n",
      "672\n",
      "673\n",
      "674\n",
      "675\n",
      "676\n",
      "677\n",
      "678\n",
      "679\n",
      "680\n",
      "681\n",
      "682\n",
      "683\n",
      "684\n",
      "685\n",
      "686\n",
      "687\n",
      "688\n",
      "689\n",
      "690\n",
      "691\n",
      "692\n",
      "693\n",
      "694\n",
      "695\n",
      "696\n",
      "697\n",
      "698\n",
      "699\n",
      "700\n",
      "701\n",
      "702\n",
      "703\n",
      "704\n",
      "705\n",
      "706\n",
      "707\n",
      "708\n",
      "709\n",
      "710\n",
      "711\n",
      "712\n",
      "713\n",
      "714\n",
      "715\n",
      "716\n",
      "717\n",
      "718\n",
      "719\n",
      "720\n",
      "721\n",
      "722\n",
      "723\n",
      "724\n",
      "725\n",
      "726\n",
      "727\n",
      "728\n",
      "729\n",
      "730\n",
      "731\n",
      "732\n",
      "733\n",
      "734\n",
      "735\n",
      "736\n",
      "737\n",
      "738\n",
      "739\n",
      "740\n",
      "741\n",
      "742\n",
      "743\n",
      "744\n",
      "745\n",
      "746\n",
      "747\n",
      "748\n",
      "749\n",
      "750\n",
      "751\n",
      "752\n",
      "753\n",
      "754\n",
      "755\n",
      "756\n",
      "757\n",
      "758\n",
      "759\n",
      "760\n",
      "761\n",
      "762\n",
      "763\n",
      "764\n",
      "765\n",
      "766\n",
      "767\n",
      "768\n",
      "769\n",
      "770\n",
      "771\n",
      "772\n",
      "773\n",
      "774\n",
      "775\n",
      "776\n",
      "777\n",
      "778\n",
      "779\n",
      "780\n",
      "781\n",
      "782\n",
      "783\n",
      "784\n",
      "785\n",
      "786\n",
      "787\n",
      "788\n",
      "789\n",
      "790\n",
      "791\n",
      "792\n",
      "793\n",
      "794\n",
      "795\n",
      "796\n",
      "797\n",
      "798\n",
      "799\n",
      "800\n",
      "801\n",
      "802\n",
      "803\n",
      "804\n",
      "805\n",
      "806\n",
      "807\n",
      "808\n",
      "809\n",
      "810\n",
      "811\n",
      "812\n",
      "813\n",
      "814\n",
      "815\n",
      "816\n",
      "817\n",
      "818\n",
      "819\n",
      "820\n",
      "821\n",
      "822\n",
      "823\n",
      "824\n",
      "825\n",
      "826\n",
      "827\n",
      "828\n",
      "829\n",
      "830\n",
      "831\n",
      "832\n",
      "833\n",
      "834\n",
      "835\n",
      "836\n",
      "837\n",
      "838\n",
      "839\n",
      "840\n",
      "841\n",
      "842\n",
      "843\n",
      "844\n",
      "845\n",
      "846\n",
      "847\n",
      "848\n",
      "849\n",
      "850\n",
      "851\n",
      "852\n",
      "853\n",
      "854\n",
      "855\n",
      "856\n",
      "857\n",
      "858\n",
      "859\n",
      "860\n",
      "861\n",
      "862\n",
      "863\n",
      "864\n",
      "865\n",
      "866\n",
      "867\n",
      "868\n",
      "869\n",
      "870\n",
      "871\n",
      "872\n",
      "873\n",
      "874\n",
      "875\n",
      "876\n",
      "877\n",
      "878\n",
      "879\n",
      "880\n",
      "881\n",
      "882\n",
      "883\n",
      "884\n",
      "885\n",
      "886\n",
      "887\n",
      "888\n",
      "889\n",
      "890\n",
      "891\n",
      "892\n",
      "893\n",
      "894\n",
      "895\n",
      "896\n",
      "897\n",
      "898\n",
      "899\n",
      "900\n",
      "901\n",
      "902\n",
      "903\n",
      "904\n",
      "905\n",
      "906\n",
      "907\n",
      "908\n",
      "909\n",
      "910\n",
      "911\n",
      "912\n",
      "913\n",
      "914\n",
      "915\n",
      "916\n",
      "917\n",
      "918\n",
      "919\n",
      "920\n",
      "921\n",
      "922\n",
      "923\n",
      "924\n",
      "925\n",
      "926\n",
      "927\n",
      "928\n",
      "929\n",
      "930\n",
      "931\n",
      "932\n",
      "933\n",
      "934\n",
      "935\n",
      "936\n",
      "937\n",
      "938\n",
      "939\n",
      "940\n",
      "941\n",
      "942\n",
      "943\n",
      "944\n",
      "945\n",
      "946\n",
      "947\n",
      "948\n",
      "949\n",
      "950\n",
      "951\n",
      "952\n",
      "953\n",
      "954\n",
      "955\n",
      "956\n",
      "957\n",
      "958\n",
      "959\n",
      "960\n",
      "961\n",
      "962\n",
      "963\n",
      "964\n",
      "965\n",
      "966\n",
      "967\n",
      "968\n",
      "969\n",
      "970\n",
      "971\n",
      "972\n",
      "973\n",
      "974\n",
      "975\n",
      "976\n",
      "977\n",
      "978\n",
      "979\n",
      "980\n",
      "981\n",
      "982\n",
      "983\n",
      "984\n",
      "985\n",
      "986\n",
      "987\n",
      "988\n",
      "989\n",
      "990\n",
      "991\n",
      "992\n",
      "993\n",
      "994\n",
      "995\n",
      "996\n",
      "997\n",
      "998\n",
      "999\n",
      "1000\n",
      "1001\n",
      "1002\n",
      "1003\n",
      "1004\n",
      "1005\n",
      "1006\n",
      "1007\n",
      "1008\n",
      "1009\n",
      "1010\n",
      "1011\n",
      "1012\n",
      "1013\n",
      "1014\n",
      "1015\n",
      "1016\n",
      "1017\n",
      "1018\n",
      "1019\n",
      "1020\n",
      "1021\n",
      "1022\n",
      "1023\n",
      "1024\n",
      "1025\n",
      "1026\n",
      "1027\n",
      "1028\n",
      "1029\n",
      "1030\n",
      "1031\n",
      "1032\n",
      "1033\n",
      "1034\n",
      "1035\n",
      "1036\n",
      "1037\n",
      "1038\n",
      "1039\n",
      "1040\n",
      "1041\n",
      "1042\n",
      "1043\n",
      "1044\n",
      "1045\n",
      "1046\n",
      "1047\n",
      "1048\n",
      "1049\n",
      "1050\n",
      "1051\n",
      "1052\n",
      "1053\n",
      "1054\n",
      "1055\n",
      "1056\n",
      "1057\n",
      "1058\n",
      "1059\n",
      "1060\n",
      "1061\n",
      "1062\n",
      "1063\n",
      "1064\n",
      "1065\n",
      "1066\n",
      "1067\n",
      "1068\n",
      "1069\n",
      "1070\n",
      "1071\n",
      "1072\n",
      "1073\n",
      "1074\n",
      "1075\n",
      "1076\n",
      "1077\n",
      "1078\n",
      "1079\n",
      "1080\n",
      "1081\n",
      "1082\n",
      "1083\n",
      "1084\n",
      "1085\n",
      "1086\n",
      "1087\n",
      "1088\n",
      "1089\n",
      "1090\n",
      "1091\n",
      "1092\n",
      "1093\n",
      "1094\n",
      "1095\n",
      "1096\n",
      "1097\n",
      "1098\n",
      "1099\n",
      "1100\n",
      "1101\n",
      "1102\n",
      "1103\n",
      "1104\n",
      "1105\n",
      "1106\n",
      "1107\n",
      "1108\n",
      "1109\n",
      "1110\n",
      "1111\n",
      "1112\n",
      "1113\n",
      "1114\n",
      "1115\n",
      "1116\n",
      "1117\n",
      "1118\n",
      "1119\n",
      "1120\n",
      "1121\n",
      "1122\n",
      "1123\n",
      "1124\n",
      "1125\n",
      "1126\n",
      "1127\n",
      "1128\n",
      "1129\n",
      "1130\n",
      "1131\n",
      "1132\n",
      "1133\n",
      "1134\n",
      "1135\n",
      "1136\n",
      "1137\n",
      "1138\n",
      "1139\n",
      "1140\n",
      "1141\n",
      "1142\n",
      "1143\n",
      "1144\n",
      "1145\n",
      "1146\n",
      "1147\n",
      "1148\n",
      "1149\n",
      "1150\n",
      "1151\n",
      "1152\n",
      "1153\n",
      "1154\n",
      "1155\n",
      "1156\n",
      "1157\n",
      "1158\n",
      "1159\n",
      "1160\n",
      "1161\n",
      "1162\n",
      "1163\n",
      "1164\n",
      "1165\n",
      "1166\n",
      "1167\n",
      "1168\n",
      "1169\n",
      "1170\n",
      "1171\n",
      "1172\n",
      "1173\n",
      "1174\n",
      "1175\n",
      "1176\n",
      "1177\n",
      "1178\n",
      "1179\n",
      "1180\n",
      "1181\n",
      "1182\n",
      "1183\n",
      "1184\n",
      "1185\n",
      "1186\n",
      "1187\n",
      "1188\n",
      "1189\n",
      "1190\n",
      "1191\n",
      "1192\n",
      "1193\n",
      "1194\n",
      "1195\n",
      "1196\n",
      "1197\n",
      "1198\n",
      "1199\n",
      "1200\n",
      "1201\n",
      "1202\n",
      "1203\n",
      "1204\n",
      "1205\n",
      "1206\n",
      "1207\n",
      "1208\n",
      "1209\n",
      "1210\n",
      "1211\n",
      "1212\n",
      "1213\n",
      "1214\n",
      "1215\n",
      "1216\n",
      "1217\n",
      "1218\n",
      "1219\n",
      "1220\n",
      "1221\n",
      "1222\n",
      "1223\n",
      "1224\n",
      "1225\n",
      "1226\n",
      "1227\n",
      "1228\n",
      "1229\n",
      "1230\n",
      "1231\n",
      "1232\n",
      "1233\n",
      "1234\n",
      "1235\n",
      "1236\n",
      "1237\n",
      "1238\n",
      "1239\n",
      "1240\n",
      "1241\n",
      "1242\n",
      "1243\n",
      "1244\n",
      "1245\n",
      "1246\n",
      "1247\n",
      "1248\n",
      "1249\n",
      "1250\n",
      "1251\n",
      "1252\n",
      "1253\n",
      "1254\n",
      "1255\n",
      "1256\n",
      "1257\n",
      "1258\n",
      "1259\n",
      "1260\n",
      "1261\n",
      "1262\n",
      "1263\n",
      "1264\n",
      "1265\n",
      "1266\n",
      "1267\n",
      "1268\n",
      "1269\n",
      "1270\n",
      "1271\n",
      "1272\n",
      "1273\n",
      "1274\n",
      "1275\n",
      "1276\n",
      "1277\n",
      "1278\n",
      "1279\n",
      "1280\n",
      "1281\n",
      "1282\n",
      "1283\n",
      "1284\n",
      "1285\n",
      "1286\n",
      "1287\n",
      "1288\n",
      "1289\n",
      "1290\n",
      "1291\n",
      "1292\n",
      "1293\n",
      "1294\n",
      "1295\n",
      "1296\n",
      "1297\n",
      "1298\n",
      "1299\n",
      "1300\n",
      "1301\n",
      "1302\n",
      "1303\n",
      "1304\n",
      "1305\n",
      "1306\n",
      "1307\n",
      "1308\n",
      "1309\n",
      "1310\n",
      "1311\n",
      "1312\n",
      "1313\n",
      "1314\n",
      "1315\n",
      "1316\n",
      "1317\n",
      "1318\n",
      "1319\n",
      "1320\n",
      "1321\n",
      "1322\n",
      "1323\n",
      "1324\n",
      "1325\n",
      "1326\n",
      "1327\n",
      "1328\n",
      "1329\n",
      "1330\n",
      "1331\n",
      "1332\n",
      "1333\n",
      "1334\n",
      "1335\n",
      "1336\n",
      "1337\n",
      "1338\n",
      "1339\n",
      "1340\n",
      "1341\n",
      "1342\n",
      "1343\n",
      "1344\n",
      "1345\n",
      "1346\n",
      "1347\n",
      "1348\n",
      "1349\n",
      "1350\n",
      "1351\n",
      "1352\n",
      "1353\n",
      "1354\n",
      "1355\n",
      "1356\n",
      "1357\n",
      "1358\n",
      "1359\n",
      "1360\n",
      "1361\n",
      "1362\n",
      "1363\n",
      "1364\n",
      "1365\n",
      "1366\n",
      "1367\n",
      "1368\n",
      "1369\n",
      "1370\n",
      "1371\n",
      "1372\n",
      "1373\n",
      "1374\n",
      "1375\n",
      "1376\n",
      "1377\n",
      "1378\n",
      "1379\n",
      "1380\n",
      "1381\n",
      "1382\n",
      "1383\n",
      "1384\n",
      "1385\n",
      "1386\n",
      "1387\n",
      "1388\n",
      "1389\n",
      "1390\n",
      "1391\n",
      "1392\n",
      "1393\n",
      "1394\n",
      "1395\n",
      "1396\n",
      "1397\n",
      "1398\n",
      "1399\n",
      "1400\n",
      "1401\n",
      "1402\n",
      "1403\n",
      "1404\n",
      "1405\n",
      "1406\n",
      "1407\n",
      "1408\n",
      "1409\n",
      "1410\n",
      "1411\n",
      "1412\n",
      "1413\n",
      "1414\n",
      "1415\n",
      "1416\n",
      "1417\n",
      "1418\n",
      "1419\n",
      "1420\n",
      "1421\n",
      "1422\n",
      "1423\n",
      "1424\n",
      "1425\n",
      "1426\n",
      "1427\n",
      "1428\n",
      "1429\n",
      "1430\n",
      "1431\n",
      "1432\n",
      "1433\n",
      "1434\n",
      "1435\n",
      "1436\n",
      "1437\n",
      "1438\n",
      "1439\n",
      "1440\n",
      "1441\n",
      "1442\n",
      "1443\n",
      "1444\n",
      "1445\n",
      "1446\n",
      "1447\n",
      "1448\n",
      "1449\n",
      "1450\n",
      "1451\n",
      "1452\n",
      "1453\n",
      "1454\n",
      "1455\n",
      "1456\n",
      "1457\n",
      "1458\n",
      "1459\n",
      "1460\n",
      "1461\n",
      "1462\n",
      "1463\n",
      "1464\n",
      "1465\n",
      "1466\n",
      "1467\n",
      "1468\n",
      "1469\n",
      "1470\n",
      "1471\n",
      "1472\n",
      "1473\n",
      "1474\n",
      "1475\n",
      "1476\n",
      "1477\n",
      "1478\n",
      "1479\n",
      "1480\n",
      "1481\n",
      "1482\n",
      "1483\n",
      "1484\n",
      "1485\n",
      "1486\n",
      "1487\n",
      "1488\n",
      "1489\n",
      "1490\n",
      "1491\n",
      "1492\n",
      "1493\n",
      "1494\n",
      "1495\n",
      "1496\n",
      "1497\n",
      "1498\n",
      "1499\n",
      "1500\n",
      "1501\n",
      "1502\n",
      "1503\n",
      "1504\n",
      "1505\n",
      "1506\n",
      "1507\n",
      "1508\n",
      "1509\n",
      "1510\n",
      "1511\n",
      "1512\n",
      "1513\n",
      "1514\n",
      "1515\n",
      "1516\n",
      "1517\n",
      "1518\n",
      "1519\n",
      "1520\n",
      "1521\n",
      "1522\n",
      "1523\n",
      "1524\n",
      "1525\n",
      "1526\n",
      "1527\n",
      "1528\n",
      "1529\n",
      "1530\n",
      "1531\n",
      "1532\n",
      "1533\n",
      "1534\n",
      "1535\n",
      "1536\n",
      "1537\n",
      "1538\n",
      "1539\n",
      "1540\n",
      "1541\n",
      "1542\n",
      "1543\n",
      "1544\n",
      "1545\n",
      "1546\n",
      "1547\n",
      "1548\n",
      "1549\n",
      "1550\n",
      "1551\n",
      "1552\n",
      "1553\n",
      "1554\n",
      "1555\n",
      "1556\n",
      "1557\n",
      "1558\n",
      "1559\n",
      "1560\n",
      "1561\n",
      "1562\n",
      "1563\n",
      "1564\n",
      "1565\n",
      "1566\n",
      "1567\n",
      "1568\n",
      "1569\n",
      "1570\n",
      "1571\n",
      "1572\n",
      "1573\n",
      "1574\n",
      "1575\n",
      "1576\n",
      "1577\n",
      "1578\n",
      "1579\n",
      "1580\n",
      "1581\n",
      "1582\n",
      "1583\n",
      "1584\n",
      "1585\n",
      "1586\n",
      "1587\n",
      "1588\n",
      "1589\n",
      "1590\n",
      "1591\n",
      "1592\n",
      "1593\n",
      "1594\n",
      "1595\n",
      "1596\n",
      "1597\n",
      "1598\n",
      "1599\n",
      "1600\n",
      "1601\n",
      "1602\n",
      "1603\n",
      "1604\n",
      "1605\n",
      "1606\n",
      "1607\n",
      "1608\n",
      "1609\n",
      "1610\n",
      "1611\n",
      "1612\n",
      "1613\n",
      "1614\n",
      "1615\n",
      "1616\n",
      "1617\n",
      "1618\n",
      "1619\n",
      "1620\n",
      "1621\n",
      "1622\n",
      "1623\n",
      "1624\n",
      "1625\n",
      "1626\n",
      "1627\n",
      "1628\n",
      "1629\n",
      "1630\n",
      "1631\n",
      "1632\n",
      "1633\n",
      "1634\n",
      "1635\n",
      "1636\n",
      "1637\n",
      "1638\n",
      "1639\n",
      "1640\n",
      "1641\n",
      "1642\n",
      "1643\n",
      "1644\n",
      "1645\n",
      "1646\n",
      "1647\n",
      "1648\n",
      "1649\n",
      "1650\n",
      "1651\n",
      "1652\n",
      "1653\n",
      "1654\n",
      "1655\n",
      "1656\n",
      "1657\n",
      "1658\n",
      "1659\n",
      "1660\n",
      "1661\n",
      "1662\n",
      "1663\n",
      "1664\n",
      "1665\n",
      "1666\n",
      "1667\n",
      "1668\n",
      "1669\n",
      "1670\n",
      "1671\n",
      "1672\n",
      "1673\n",
      "1674\n",
      "1675\n",
      "1676\n",
      "1677\n",
      "1678\n",
      "1679\n",
      "1680\n",
      "1681\n",
      "1682\n",
      "1683\n",
      "1684\n",
      "1685\n",
      "1686\n",
      "1687\n",
      "1688\n",
      "1689\n",
      "1690\n",
      "1691\n",
      "1692\n",
      "1693\n",
      "1694\n",
      "1695\n",
      "1696\n",
      "1697\n",
      "1698\n",
      "1699\n",
      "1700\n",
      "1701\n",
      "1702\n",
      "1703\n",
      "1704\n",
      "1705\n",
      "1706\n",
      "1707\n",
      "1708\n",
      "1709\n",
      "1710\n",
      "1711\n",
      "1712\n",
      "1713\n",
      "1714\n",
      "1715\n",
      "1716\n",
      "1717\n",
      "1718\n",
      "1719\n",
      "1720\n",
      "1721\n",
      "1722\n",
      "1723\n",
      "1724\n",
      "1725\n",
      "1726\n",
      "1727\n",
      "1728\n",
      "1729\n",
      "1730\n",
      "1731\n",
      "1732\n",
      "1733\n",
      "1734\n",
      "1735\n",
      "1736\n",
      "1737\n",
      "1738\n",
      "1739\n",
      "1740\n",
      "1741\n",
      "1742\n",
      "1743\n",
      "1744\n",
      "1745\n",
      "1746\n",
      "1747\n",
      "1748\n",
      "1749\n",
      "1750\n",
      "1751\n",
      "1752\n",
      "1753\n",
      "1754\n",
      "1755\n",
      "1756\n",
      "1757\n",
      "1758\n",
      "1759\n",
      "1760\n",
      "1761\n",
      "1762\n",
      "1763\n",
      "1764\n",
      "1765\n",
      "1766\n",
      "1767\n",
      "1768\n",
      "1769\n",
      "1770\n",
      "1771\n",
      "1772\n",
      "1773\n",
      "1774\n",
      "1775\n",
      "1776\n",
      "1777\n",
      "1778\n",
      "1779\n",
      "1780\n",
      "1781\n",
      "1782\n",
      "1783\n",
      "1784\n",
      "1785\n",
      "1786\n",
      "1787\n",
      "1788\n",
      "1789\n",
      "1790\n",
      "1791\n",
      "1792\n",
      "1793\n",
      "1794\n",
      "1795\n",
      "1796\n",
      "1797\n",
      "1798\n",
      "1799\n",
      "1800\n",
      "1801\n",
      "1802\n",
      "1803\n",
      "1804\n",
      "1805\n",
      "1806\n",
      "1807\n",
      "1808\n",
      "1809\n",
      "1810\n",
      "1811\n",
      "1812\n",
      "1813\n",
      "1814\n",
      "1815\n",
      "1816\n",
      "1817\n",
      "1818\n",
      "1819\n",
      "1820\n",
      "1821\n",
      "1822\n",
      "1823\n",
      "1824\n",
      "1825\n",
      "1826\n",
      "1827\n",
      "1828\n",
      "1829\n",
      "1830\n",
      "1831\n",
      "1832\n",
      "1833\n",
      "1834\n",
      "1835\n",
      "1836\n",
      "1837\n",
      "1838\n",
      "1839\n",
      "1840\n",
      "1841\n",
      "1842\n",
      "1843\n",
      "1844\n",
      "1845\n",
      "1846\n",
      "1847\n",
      "1848\n",
      "1849\n",
      "1850\n",
      "1851\n",
      "1852\n",
      "1853\n",
      "1854\n",
      "1855\n",
      "1856\n",
      "1857\n",
      "1858\n",
      "1859\n",
      "1860\n",
      "1861\n",
      "1862\n",
      "1863\n",
      "1864\n",
      "1865\n",
      "1866\n",
      "1867\n",
      "1868\n",
      "1869\n",
      "1870\n",
      "1871\n",
      "1872\n",
      "1873\n",
      "1874\n",
      "1875\n",
      "1876\n",
      "1877\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1878\n",
      "1879\n",
      "1880\n",
      "1881\n",
      "1882\n",
      "1883\n",
      "1884\n",
      "1885\n",
      "1886\n",
      "1887\n",
      "1888\n",
      "1889\n",
      "1890\n",
      "1891\n",
      "1892\n",
      "1893\n",
      "1894\n",
      "1895\n",
      "1896\n",
      "1897\n",
      "1898\n",
      "1899\n",
      "1900\n",
      "1901\n",
      "1902\n",
      "1903\n",
      "1904\n",
      "1905\n",
      "1906\n",
      "1907\n",
      "1908\n",
      "1909\n",
      "1910\n",
      "1911\n",
      "1912\n",
      "1913\n",
      "1914\n",
      "1915\n",
      "1916\n",
      "1917\n",
      "1918\n",
      "1919\n",
      "1920\n",
      "1921\n",
      "1922\n",
      "1923\n",
      "1924\n",
      "1925\n",
      "1926\n",
      "1927\n",
      "1928\n",
      "1929\n",
      "1930\n",
      "1931\n",
      "1932\n",
      "1933\n",
      "1934\n",
      "1935\n",
      "1936\n",
      "1937\n",
      "1938\n",
      "1939\n",
      "1940\n",
      "1941\n",
      "1942\n",
      "1943\n",
      "1944\n",
      "1945\n",
      "1946\n",
      "1947\n",
      "1948\n",
      "1949\n",
      "1950\n",
      "1951\n",
      "1952\n",
      "1953\n",
      "1954\n",
      "1955\n",
      "1956\n",
      "1957\n",
      "1958\n",
      "1959\n",
      "1960\n",
      "1961\n",
      "1962\n",
      "1963\n",
      "1964\n",
      "1965\n",
      "1966\n",
      "1967\n",
      "1968\n",
      "1969\n",
      "1970\n",
      "1971\n",
      "1972\n",
      "1973\n",
      "1974\n",
      "1975\n",
      "1976\n",
      "1977\n",
      "1978\n",
      "1979\n",
      "1980\n",
      "1981\n",
      "1982\n",
      "1983\n",
      "1984\n",
      "1985\n",
      "1986\n",
      "1987\n",
      "1988\n",
      "1989\n",
      "1990\n",
      "1991\n",
      "1992\n",
      "1993\n",
      "1994\n",
      "1995\n",
      "1996\n",
      "1997\n",
      "1998\n",
      "1999\n",
      "2000\n",
      "2001\n",
      "2002\n",
      "2003\n",
      "2004\n",
      "2005\n",
      "2006\n",
      "2007\n",
      "2008\n",
      "2009\n",
      "2010\n",
      "2011\n",
      "2012\n",
      "2013\n",
      "2014\n",
      "2015\n",
      "2016\n",
      "2017\n",
      "2018\n",
      "2019\n",
      "2020\n",
      "2021\n",
      "2022\n",
      "2023\n",
      "2024\n",
      "2025\n",
      "2026\n",
      "2027\n",
      "2028\n",
      "2029\n",
      "2030\n",
      "2031\n",
      "2032\n",
      "2033\n",
      "2034\n",
      "2035\n",
      "2036\n",
      "2037\n",
      "2038\n",
      "2039\n",
      "2040\n",
      "2041\n",
      "2042\n",
      "2043\n",
      "2044\n",
      "2045\n",
      "2046\n",
      "2047\n",
      "2048\n",
      "2049\n",
      "2050\n",
      "2051\n",
      "2052\n",
      "2053\n",
      "2054\n",
      "2055\n",
      "2056\n",
      "2057\n",
      "2058\n",
      "2059\n",
      "2060\n",
      "2061\n",
      "2062\n",
      "2063\n",
      "2064\n",
      "2065\n",
      "2066\n",
      "2067\n",
      "2068\n",
      "2069\n",
      "2070\n",
      "2071\n",
      "2072\n",
      "2073\n",
      "2074\n",
      "2075\n",
      "2076\n",
      "2077\n",
      "2078\n",
      "2079\n",
      "2080\n",
      "2081\n",
      "2082\n",
      "2083\n",
      "2084\n",
      "2085\n",
      "2086\n",
      "2087\n",
      "2088\n",
      "2089\n",
      "2090\n",
      "2091\n",
      "2092\n",
      "2093\n",
      "2094\n",
      "2095\n",
      "2096\n",
      "2097\n",
      "2098\n",
      "2099\n",
      "2100\n",
      "2101\n",
      "2102\n",
      "2103\n",
      "2104\n",
      "2105\n",
      "2106\n",
      "2107\n",
      "2108\n",
      "2109\n",
      "2110\n",
      "2111\n",
      "2112\n",
      "2113\n",
      "2114\n",
      "2115\n",
      "2116\n",
      "2117\n",
      "2118\n",
      "2119\n",
      "2120\n",
      "2121\n",
      "2122\n",
      "2123\n",
      "2124\n",
      "2125\n",
      "2126\n",
      "2127\n",
      "2128\n",
      "2129\n",
      "2130\n",
      "2131\n",
      "2132\n",
      "2133\n",
      "2134\n",
      "2135\n",
      "2136\n",
      "2137\n",
      "2138\n",
      "2139\n",
      "2140\n",
      "2141\n",
      "2142\n",
      "2143\n",
      "2144\n",
      "2145\n",
      "2146\n",
      "2147\n",
      "2148\n",
      "2149\n",
      "2150\n",
      "2151\n",
      "2152\n",
      "2153\n",
      "2154\n",
      "2155\n",
      "2156\n",
      "2157\n",
      "2158\n",
      "2159\n",
      "2160\n",
      "2161\n",
      "2162\n",
      "2163\n",
      "2164\n",
      "2165\n",
      "2166\n",
      "2167\n",
      "2168\n",
      "2169\n",
      "2170\n",
      "2171\n",
      "2172\n",
      "2173\n",
      "2174\n",
      "2175\n",
      "2176\n",
      "2177\n",
      "2178\n",
      "2179\n",
      "2180\n",
      "2181\n",
      "2182\n",
      "2183\n",
      "2184\n",
      "2185\n",
      "2186\n",
      "2187\n",
      "2188\n",
      "2189\n",
      "2190\n",
      "2191\n",
      "2192\n",
      "2193\n",
      "2194\n",
      "2195\n",
      "2196\n",
      "2197\n",
      "2198\n",
      "2199\n",
      "2200\n",
      "2201\n",
      "2202\n",
      "2203\n",
      "2204\n",
      "2205\n",
      "2206\n",
      "2207\n",
      "2208\n",
      "2209\n",
      "2210\n",
      "2211\n",
      "2212\n",
      "2213\n",
      "2214\n",
      "2215\n",
      "2216\n",
      "2217\n",
      "2218\n",
      "2219\n",
      "2220\n",
      "2221\n",
      "2222\n",
      "2223\n",
      "2224\n",
      "2225\n",
      "2226\n",
      "2227\n",
      "2228\n",
      "2229\n",
      "2230\n",
      "2231\n",
      "2232\n",
      "2233\n",
      "2234\n",
      "2235\n",
      "2236\n",
      "2237\n",
      "2238\n",
      "2239\n",
      "2240\n",
      "2241\n",
      "2242\n",
      "2243\n",
      "2244\n",
      "2245\n",
      "2246\n",
      "2247\n",
      "2248\n",
      "2249\n",
      "2250\n",
      "2251\n",
      "2252\n",
      "2253\n",
      "2254\n",
      "2255\n",
      "2256\n",
      "2257\n",
      "2258\n",
      "2259\n",
      "2260\n",
      "2261\n",
      "2262\n",
      "2263\n",
      "2264\n",
      "2265\n",
      "2266\n",
      "2267\n",
      "2268\n",
      "2269\n",
      "2270\n",
      "2271\n",
      "2272\n",
      "2273\n",
      "2274\n",
      "2275\n",
      "2276\n",
      "2277\n",
      "2278\n",
      "2279\n",
      "2280\n",
      "2281\n",
      "2282\n",
      "2283\n",
      "2284\n",
      "2285\n",
      "2286\n",
      "2287\n",
      "2288\n",
      "2289\n",
      "2290\n",
      "2291\n",
      "2292\n",
      "2293\n",
      "2294\n",
      "2295\n",
      "2296\n",
      "2297\n",
      "2298\n",
      "2299\n",
      "2300\n",
      "2301\n",
      "2302\n",
      "2303\n",
      "2304\n",
      "2305\n",
      "2306\n",
      "2307\n",
      "2308\n",
      "2309\n",
      "2310\n",
      "2311\n",
      "2312\n",
      "2313\n",
      "2314\n",
      "2315\n",
      "2316\n",
      "2317\n",
      "2318\n",
      "2319\n",
      "2320\n",
      "2321\n",
      "2322\n",
      "2323\n",
      "2324\n",
      "2325\n",
      "2326\n",
      "2327\n",
      "2328\n",
      "2329\n",
      "2330\n",
      "2331\n",
      "2332\n",
      "2333\n",
      "2334\n",
      "2335\n",
      "2336\n",
      "2337\n",
      "2338\n",
      "2339\n",
      "2340\n",
      "2341\n",
      "2342\n",
      "2343\n",
      "2344\n",
      "2345\n",
      "2346\n",
      "2347\n",
      "2348\n",
      "2349\n",
      "2350\n",
      "2351\n",
      "2352\n",
      "2353\n",
      "2354\n",
      "2355\n",
      "2356\n",
      "2357\n",
      "2358\n",
      "2359\n",
      "2360\n",
      "2361\n",
      "2362\n",
      "2363\n",
      "2364\n",
      "2365\n",
      "2366\n",
      "2367\n",
      "2368\n",
      "2369\n",
      "2370\n",
      "2371\n",
      "2372\n",
      "2373\n",
      "2374\n",
      "2375\n",
      "2376\n",
      "2377\n",
      "2378\n",
      "2379\n",
      "2380\n",
      "2381\n",
      "2382\n",
      "2383\n",
      "2384\n",
      "2385\n",
      "2386\n",
      "2387\n",
      "2388\n",
      "2389\n",
      "2390\n",
      "2391\n",
      "2392\n",
      "2393\n",
      "2394\n",
      "2395\n",
      "2396\n",
      "2397\n",
      "2398\n",
      "2399\n",
      "2400\n",
      "2401\n",
      "2402\n",
      "2403\n",
      "2404\n",
      "2405\n",
      "2406\n",
      "2407\n",
      "2408\n",
      "2409\n",
      "2410\n",
      "2411\n",
      "2412\n",
      "2413\n",
      "2414\n",
      "2415\n",
      "2416\n",
      "2417\n",
      "2418\n",
      "2419\n",
      "2420\n",
      "2421\n",
      "2422\n",
      "2423\n",
      "2424\n",
      "2425\n",
      "2426\n",
      "2427\n",
      "2428\n",
      "2429\n",
      "2430\n",
      "2431\n",
      "2432\n",
      "2433\n",
      "2434\n",
      "2435\n",
      "2436\n",
      "2437\n",
      "2438\n",
      "2439\n",
      "2440\n",
      "2441\n",
      "2442\n",
      "2443\n",
      "2444\n",
      "2445\n",
      "2446\n",
      "2447\n",
      "2448\n",
      "2449\n",
      "2450\n",
      "2451\n",
      "2452\n",
      "2453\n",
      "2454\n",
      "2455\n",
      "2456\n",
      "2457\n",
      "2458\n",
      "2459\n",
      "2460\n",
      "2461\n",
      "2462\n",
      "2463\n",
      "2464\n",
      "2465\n",
      "2466\n",
      "2467\n",
      "2468\n",
      "2469\n",
      "2470\n",
      "2471\n",
      "2472\n",
      "2473\n",
      "2474\n",
      "2475\n",
      "2476\n",
      "2477\n",
      "2478\n",
      "2479\n",
      "2480\n",
      "2481\n",
      "2482\n",
      "2483\n",
      "2484\n",
      "2485\n",
      "2486\n",
      "2487\n",
      "2488\n",
      "2489\n",
      "2490\n",
      "2491\n",
      "2492\n",
      "2493\n",
      "2494\n",
      "2495\n",
      "2496\n",
      "2497\n",
      "2498\n",
      "2499\n",
      "2500\n",
      "2501\n",
      "2502\n",
      "2503\n",
      "2504\n",
      "2505\n",
      "2506\n",
      "2507\n",
      "2508\n",
      "2509\n",
      "2510\n",
      "2511\n",
      "2512\n",
      "2513\n",
      "2514\n",
      "2515\n",
      "2516\n",
      "2517\n",
      "2518\n",
      "2519\n",
      "2520\n",
      "2521\n",
      "2522\n",
      "2523\n",
      "2524\n",
      "2525\n",
      "2526\n",
      "2527\n",
      "2528\n",
      "2529\n",
      "2530\n",
      "2531\n",
      "2532\n",
      "2533\n",
      "2534\n",
      "2535\n",
      "2536\n",
      "2537\n",
      "2538\n",
      "2539\n",
      "2540\n",
      "2541\n",
      "2542\n",
      "2543\n",
      "2544\n",
      "2545\n",
      "2546\n",
      "2547\n",
      "2548\n",
      "2549\n",
      "2550\n",
      "2551\n",
      "2552\n",
      "2553\n",
      "2554\n",
      "2555\n",
      "2556\n",
      "2557\n",
      "2558\n",
      "2559\n",
      "2560\n",
      "2561\n",
      "2562\n",
      "2563\n",
      "2564\n",
      "2565\n",
      "2566\n",
      "2567\n",
      "2568\n",
      "2569\n",
      "2570\n",
      "2571\n",
      "2572\n",
      "2573\n",
      "2574\n",
      "2575\n",
      "2576\n",
      "2577\n",
      "2578\n",
      "2579\n",
      "2580\n",
      "2581\n",
      "2582\n",
      "2583\n",
      "2584\n",
      "2585\n",
      "2586\n",
      "2587\n",
      "2588\n",
      "2589\n",
      "2590\n",
      "2591\n",
      "2592\n",
      "2593\n",
      "2594\n",
      "2595\n",
      "2596\n",
      "2597\n",
      "2598\n",
      "2599\n",
      "2600\n",
      "2601\n",
      "2602\n",
      "2603\n",
      "2604\n",
      "2605\n",
      "2606\n",
      "2607\n",
      "2608\n",
      "2609\n",
      "2610\n",
      "2611\n",
      "2612\n",
      "2613\n",
      "2614\n",
      "2615\n",
      "2616\n",
      "2617\n",
      "2618\n",
      "2619\n",
      "2620\n",
      "2621\n",
      "2622\n",
      "2623\n",
      "2624\n",
      "2625\n",
      "2626\n",
      "2627\n",
      "2628\n",
      "2629\n",
      "2630\n",
      "2631\n",
      "2632\n",
      "2633\n",
      "2634\n",
      "2635\n",
      "2636\n",
      "2637\n",
      "2638\n",
      "2639\n",
      "2640\n",
      "2641\n",
      "2642\n",
      "2643\n",
      "2644\n",
      "2645\n",
      "2646\n",
      "2647\n",
      "2648\n",
      "2649\n",
      "2650\n",
      "2651\n",
      "2652\n",
      "2653\n",
      "2654\n",
      "2655\n",
      "2656\n",
      "2657\n",
      "2658\n",
      "2659\n",
      "2660\n",
      "2661\n",
      "2662\n",
      "2663\n",
      "2664\n",
      "2665\n",
      "2666\n",
      "2667\n",
      "2668\n",
      "2669\n",
      "2670\n",
      "2671\n",
      "2672\n",
      "2673\n",
      "2674\n",
      "2675\n",
      "2676\n",
      "2677\n",
      "2678\n",
      "2679\n",
      "2680\n",
      "2681\n",
      "2682\n",
      "2683\n",
      "2684\n",
      "2685\n",
      "2686\n",
      "2687\n",
      "2688\n",
      "2689\n",
      "2690\n",
      "2691\n",
      "2692\n",
      "2693\n",
      "2694\n",
      "2695\n",
      "2696\n",
      "2697\n",
      "2698\n",
      "2699\n",
      "2700\n",
      "2701\n",
      "2702\n",
      "2703\n",
      "2704\n",
      "2705\n",
      "2706\n",
      "2707\n",
      "2708\n",
      "2709\n",
      "2710\n",
      "2711\n",
      "2712\n",
      "2713\n",
      "2714\n",
      "2715\n",
      "2716\n",
      "2717\n",
      "2718\n",
      "2719\n",
      "2720\n",
      "2721\n",
      "2722\n",
      "2723\n",
      "2724\n",
      "2725\n",
      "2726\n",
      "2727\n",
      "2728\n",
      "2729\n",
      "2730\n",
      "2731\n",
      "2732\n",
      "2733\n",
      "2734\n",
      "2735\n",
      "2736\n",
      "2737\n",
      "2738\n",
      "2739\n",
      "2740\n",
      "2741\n",
      "2742\n",
      "2743\n",
      "2744\n",
      "2745\n",
      "2746\n",
      "2747\n",
      "2748\n",
      "2749\n",
      "2750\n",
      "2751\n",
      "2752\n",
      "2753\n",
      "2754\n",
      "2755\n",
      "2756\n",
      "2757\n",
      "2758\n",
      "2759\n",
      "2760\n",
      "2761\n",
      "2762\n",
      "2763\n",
      "2764\n",
      "2765\n",
      "2766\n",
      "2767\n",
      "2768\n",
      "2769\n",
      "2770\n",
      "2771\n",
      "2772\n",
      "2773\n",
      "2774\n",
      "2775\n",
      "2776\n",
      "2777\n",
      "2778\n",
      "2779\n",
      "2780\n",
      "2781\n",
      "2782\n",
      "2783\n",
      "2784\n",
      "2785\n",
      "2786\n",
      "2787\n",
      "2788\n",
      "2789\n",
      "2790\n",
      "2791\n",
      "2792\n",
      "2793\n",
      "2794\n",
      "2795\n",
      "2796\n",
      "2797\n",
      "2798\n",
      "2799\n",
      "2800\n",
      "2801\n",
      "2802\n",
      "2803\n",
      "2804\n",
      "2805\n",
      "2806\n",
      "2807\n",
      "2808\n",
      "2809\n",
      "2810\n",
      "2811\n",
      "2812\n",
      "2813\n",
      "2814\n",
      "2815\n",
      "2816\n",
      "2817\n",
      "2818\n",
      "2819\n",
      "2820\n",
      "2821\n",
      "2822\n",
      "2823\n",
      "2824\n",
      "2825\n",
      "2826\n",
      "2827\n",
      "2828\n",
      "2829\n",
      "2830\n",
      "2831\n",
      "2832\n",
      "2833\n",
      "2834\n",
      "2835\n",
      "2836\n",
      "2837\n",
      "2838\n",
      "2839\n",
      "2840\n",
      "2841\n",
      "2842\n",
      "2843\n",
      "2844\n",
      "2845\n",
      "2846\n",
      "2847\n",
      "2848\n",
      "2849\n",
      "2850\n",
      "2851\n",
      "2852\n",
      "2853\n",
      "2854\n",
      "2855\n",
      "2856\n",
      "2857\n",
      "2858\n",
      "2859\n",
      "2860\n",
      "2861\n",
      "2862\n",
      "2863\n",
      "2864\n",
      "2865\n",
      "2866\n",
      "2867\n",
      "2868\n",
      "2869\n",
      "2870\n",
      "2871\n",
      "2872\n",
      "2873\n",
      "2874\n",
      "2875\n",
      "2876\n",
      "2877\n",
      "2878\n",
      "2879\n",
      "2880\n",
      "2881\n",
      "2882\n",
      "2883\n",
      "2884\n",
      "2885\n",
      "2886\n",
      "2887\n",
      "2888\n",
      "2889\n",
      "2890\n",
      "2891\n",
      "2892\n",
      "2893\n",
      "2894\n",
      "2895\n",
      "2896\n",
      "2897\n",
      "2898\n",
      "2899\n",
      "2900\n",
      "2901\n",
      "2902\n",
      "2903\n",
      "2904\n",
      "2905\n",
      "2906\n",
      "2907\n",
      "2908\n",
      "2909\n",
      "2910\n",
      "2911\n",
      "2912\n",
      "2913\n",
      "2914\n",
      "2915\n",
      "2916\n",
      "2917\n",
      "2918\n",
      "2919\n",
      "2920\n",
      "2921\n",
      "2922\n",
      "2923\n",
      "2924\n",
      "2925\n",
      "2926\n",
      "2927\n",
      "2928\n",
      "2929\n",
      "2930\n",
      "2931\n",
      "2932\n",
      "2933\n",
      "2934\n",
      "2935\n",
      "2936\n",
      "2937\n",
      "2938\n",
      "2939\n",
      "2940\n",
      "2941\n",
      "2942\n",
      "2943\n",
      "2944\n",
      "2945\n",
      "2946\n",
      "2947\n",
      "2948\n",
      "2949\n",
      "2950\n",
      "2951\n",
      "2952\n",
      "2953\n",
      "2954\n",
      "2955\n",
      "2956\n",
      "2957\n",
      "2958\n",
      "2959\n",
      "2960\n",
      "2961\n",
      "2962\n",
      "2963\n",
      "2964\n",
      "2965\n",
      "2966\n",
      "2967\n",
      "2968\n",
      "2969\n",
      "2970\n",
      "2971\n",
      "2972\n",
      "2973\n",
      "2974\n",
      "2975\n",
      "2976\n",
      "2977\n",
      "2978\n",
      "2979\n",
      "2980\n",
      "2981\n",
      "2982\n",
      "2983\n",
      "2984\n",
      "2985\n",
      "2986\n",
      "2987\n",
      "2988\n",
      "2989\n",
      "2990\n",
      "2991\n",
      "2992\n",
      "2993\n",
      "2994\n",
      "2995\n",
      "2996\n",
      "2997\n",
      "2998\n",
      "2999\n",
      "3000\n",
      "3001\n",
      "3002\n",
      "3003\n",
      "3004\n",
      "3005\n",
      "3006\n",
      "3007\n",
      "3008\n",
      "3009\n",
      "3010\n",
      "3011\n",
      "3012\n",
      "3013\n",
      "3014\n",
      "3015\n",
      "3016\n",
      "3017\n",
      "3018\n",
      "3019\n",
      "3020\n",
      "3021\n",
      "3022\n",
      "3023\n",
      "3024\n",
      "3025\n",
      "3026\n",
      "3027\n",
      "3028\n",
      "3029\n",
      "3030\n",
      "3031\n",
      "3032\n",
      "3033\n",
      "3034\n",
      "3035\n",
      "3036\n",
      "3037\n",
      "3038\n",
      "3039\n",
      "3040\n",
      "3041\n",
      "3042\n",
      "3043\n",
      "3044\n",
      "3045\n",
      "3046\n",
      "3047\n",
      "3048\n",
      "3049\n",
      "3050\n",
      "3051\n",
      "3052\n",
      "3053\n",
      "3054\n",
      "3055\n",
      "3056\n",
      "3057\n",
      "3058\n",
      "3059\n",
      "3060\n",
      "3061\n",
      "3062\n",
      "3063\n",
      "3064\n",
      "3065\n",
      "3066\n",
      "3067\n",
      "3068\n",
      "3069\n",
      "3070\n",
      "3071\n",
      "3072\n",
      "3073\n",
      "3074\n",
      "3075\n",
      "3076\n",
      "3077\n",
      "3078\n",
      "3079\n",
      "3080\n",
      "3081\n",
      "3082\n",
      "3083\n",
      "3084\n",
      "3085\n",
      "3086\n",
      "3087\n",
      "3088\n",
      "3089\n",
      "3090\n",
      "3091\n",
      "3092\n",
      "3093\n",
      "3094\n",
      "3095\n",
      "3096\n",
      "3097\n",
      "3098\n",
      "3099\n",
      "3100\n",
      "3101\n",
      "3102\n",
      "3103\n",
      "3104\n",
      "3105\n",
      "3106\n",
      "3107\n",
      "3108\n",
      "3109\n",
      "3110\n",
      "3111\n",
      "3112\n",
      "3113\n",
      "3114\n",
      "3115\n",
      "3116\n",
      "3117\n",
      "3118\n",
      "3119\n",
      "3120\n",
      "3121\n",
      "3122\n",
      "3123\n",
      "3124\n",
      "3125\n",
      "3126\n",
      "3127\n",
      "3128\n",
      "3129\n",
      "3130\n",
      "3131\n",
      "3132\n",
      "3133\n",
      "3134\n",
      "3135\n",
      "3136\n",
      "3137\n",
      "3138\n",
      "3139\n",
      "3140\n",
      "3141\n",
      "3142\n",
      "3143\n",
      "3144\n",
      "3145\n",
      "3146\n",
      "3147\n",
      "3148\n",
      "3149\n",
      "3150\n",
      "3151\n",
      "3152\n",
      "3153\n",
      "3154\n",
      "3155\n",
      "3156\n",
      "3157\n",
      "3158\n",
      "3159\n",
      "3160\n",
      "3161\n",
      "3162\n",
      "3163\n",
      "3164\n",
      "3165\n",
      "3166\n",
      "3167\n",
      "3168\n",
      "3169\n",
      "3170\n",
      "3171\n",
      "3172\n",
      "3173\n",
      "3174\n",
      "3175\n",
      "3176\n",
      "3177\n",
      "3178\n",
      "3179\n",
      "3180\n",
      "3181\n",
      "3182\n",
      "3183\n",
      "3184\n",
      "3185\n",
      "3186\n",
      "3187\n",
      "3188\n",
      "3189\n",
      "3190\n",
      "3191\n",
      "3192\n",
      "3193\n",
      "3194\n",
      "3195\n",
      "3196\n",
      "3197\n",
      "3198\n",
      "3199\n",
      "3200\n",
      "3201\n",
      "3202\n",
      "3203\n",
      "3204\n",
      "3205\n",
      "3206\n",
      "3207\n",
      "3208\n",
      "3209\n",
      "3210\n",
      "3211\n",
      "3212\n",
      "3213\n",
      "3214\n",
      "3215\n",
      "3216\n",
      "3217\n",
      "3218\n",
      "3219\n",
      "3220\n",
      "3221\n",
      "3222\n",
      "3223\n",
      "3224\n",
      "3225\n",
      "3226\n",
      "3227\n",
      "3228\n",
      "3229\n",
      "3230\n",
      "3231\n",
      "3232\n",
      "3233\n",
      "3234\n",
      "3235\n",
      "3236\n",
      "3237\n",
      "3238\n",
      "3239\n",
      "3240\n",
      "3241\n",
      "3242\n",
      "3243\n",
      "3244\n"
     ]
    }
   ],
   "source": [
    "#3181\n",
    "with open('teamScraped4', 'rb') as results_file:\n",
    "    teamScraped = pickle.load(results_file)\n",
    "\n",
    "print(\"teams: \" + str(len(teamScraped)))\n",
    "rosters = pandas.DataFrame(columns = ['team', 'sex', 'roster', 'id'], index = range(len(teamScraped)))\n",
    "\n",
    "for j in range(0, len(teamScraped)):\n",
    "#for j in range(0, 10):\n",
    "    print(j)\n",
    "    roster = pandas.DataFrame({'first':[], 'last':[]})\n",
    "\n",
    "    for i in range(0, len(teamScraped[j]['roster'])):\n",
    "        if teamScraped[j]['roster'][i]['status'] == \"Active\":\n",
    "            person = {'first':teamScraped[j]['roster'][i]['firstname'], 'last':teamScraped[j]['roster'][i]['lastname']}\n",
    "            roster = roster.append(person, ignore_index=True)\n",
    "        if len(roster) >= 7:\n",
    "            break\n",
    "    \n",
    "    rosterTeam = {'team':teamScraped[j]['name'], 'sex':teamScraped[j]['sex'], 'roster':roster, 'id':teamScraped[j]['id']}\n",
    "    \n",
    "    rosters.iloc[j] = rosterTeam\n",
    "\n",
    "#I changed some names in the underlying dataset... should have done it automatically here but I am dumb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "1\n",
      "2\n",
      "3\n",
      "4\n",
      "5\n",
      "6\n",
      "7\n",
      "8\n",
      "9\n",
      "10\n",
      "11\n",
      "12\n",
      "13\n",
      "14\n",
      "15\n",
      "16\n",
      "17\n",
      "18\n",
      "19\n",
      "20\n",
      "21\n",
      "22\n",
      "23\n",
      "24\n",
      "25\n",
      "26\n",
      "27\n",
      "28\n",
      "29\n",
      "30\n",
      "31\n",
      "32\n",
      "33\n",
      "34\n",
      "35\n",
      "36\n",
      "37\n",
      "38\n",
      "39\n",
      "40\n",
      "41\n",
      "42\n",
      "43\n",
      "44\n",
      "45\n",
      "46\n",
      "47\n",
      "48\n",
      "49\n",
      "50\n",
      "51\n",
      "52\n",
      "53\n",
      "54\n",
      "55\n",
      "56\n",
      "57\n",
      "58\n",
      "59\n",
      "60\n",
      "61\n",
      "62\n",
      "63\n",
      "64\n",
      "65\n",
      "66\n",
      "67\n",
      "68\n",
      "69\n",
      "70\n",
      "71\n",
      "72\n",
      "73\n",
      "74\n",
      "75\n",
      "76\n",
      "77\n",
      "78\n",
      "79\n",
      "80\n",
      "81\n",
      "82\n",
      "83\n",
      "84\n",
      "85\n",
      "86\n",
      "87\n",
      "88\n",
      "89\n",
      "90\n",
      "91\n",
      "92\n",
      "93\n",
      "94\n",
      "95\n",
      "96\n",
      "97\n",
      "98\n",
      "99\n",
      "100\n",
      "101\n",
      "102\n",
      "103\n",
      "104\n",
      "105\n",
      "106\n",
      "107\n",
      "108\n",
      "109\n",
      "110\n",
      "111\n",
      "112\n",
      "113\n",
      "114\n",
      "115\n",
      "116\n",
      "117\n",
      "118\n",
      "119\n",
      "120\n",
      "121\n",
      "122\n",
      "123\n",
      "124\n",
      "125\n",
      "126\n",
      "127\n",
      "128\n",
      "129\n",
      "130\n",
      "131\n",
      "132\n",
      "133\n",
      "134\n",
      "135\n",
      "136\n",
      "137\n",
      "138\n",
      "139\n",
      "140\n",
      "141\n",
      "142\n",
      "143\n",
      "144\n",
      "145\n",
      "146\n",
      "147\n",
      "148\n",
      "149\n",
      "150\n",
      "151\n",
      "152\n",
      "153\n",
      "154\n",
      "155\n",
      "156\n",
      "157\n",
      "158\n",
      "159\n",
      "160\n",
      "161\n",
      "162\n",
      "163\n",
      "164\n",
      "165\n",
      "166\n",
      "167\n",
      "168\n",
      "169\n",
      "170\n",
      "171\n",
      "172\n",
      "173\n",
      "174\n",
      "175\n",
      "176\n",
      "177\n",
      "178\n",
      "179\n",
      "180\n",
      "181\n",
      "182\n",
      "183\n",
      "184\n",
      "185\n",
      "186\n",
      "187\n",
      "188\n",
      "189\n",
      "190\n",
      "191\n",
      "192\n",
      "193\n",
      "194\n",
      "195\n",
      "196\n",
      "197\n",
      "198\n",
      "199\n",
      "200\n",
      "201\n",
      "202\n",
      "203\n",
      "204\n",
      "205\n",
      "206\n",
      "207\n",
      "208\n",
      "209\n",
      "210\n",
      "211\n",
      "212\n",
      "213\n",
      "214\n",
      "215\n",
      "216\n",
      "217\n",
      "218\n",
      "219\n",
      "220\n",
      "221\n",
      "222\n",
      "223\n",
      "224\n",
      "225\n",
      "226\n",
      "227\n",
      "228\n",
      "229\n",
      "230\n",
      "231\n",
      "232\n",
      "233\n",
      "234\n",
      "235\n",
      "236\n",
      "237\n",
      "238\n",
      "239\n",
      "240\n",
      "241\n",
      "242\n",
      "243\n",
      "244\n",
      "245\n",
      "246\n",
      "247\n",
      "248\n",
      "249\n",
      "250\n",
      "251\n",
      "252\n",
      "253\n",
      "254\n",
      "255\n",
      "256\n",
      "257\n",
      "258\n",
      "259\n",
      "260\n",
      "261\n",
      "262\n",
      "263\n",
      "264\n",
      "265\n",
      "266\n",
      "267\n",
      "268\n",
      "269\n",
      "270\n",
      "271\n",
      "272\n",
      "273\n",
      "274\n",
      "275\n",
      "276\n",
      "277\n",
      "278\n",
      "279\n",
      "280\n",
      "281\n",
      "282\n",
      "283\n",
      "284\n",
      "285\n",
      "286\n",
      "287\n",
      "288\n",
      "289\n",
      "290\n",
      "291\n",
      "292\n",
      "293\n",
      "294\n",
      "295\n",
      "296\n",
      "297\n",
      "298\n",
      "299\n",
      "300\n",
      "301\n",
      "302\n",
      "303\n",
      "304\n",
      "305\n",
      "306\n",
      "307\n",
      "308\n",
      "309\n",
      "310\n",
      "311\n",
      "312\n",
      "313\n",
      "314\n",
      "315\n",
      "316\n",
      "317\n",
      "318\n",
      "319\n",
      "320\n",
      "321\n",
      "322\n",
      "323\n",
      "324\n",
      "325\n",
      "326\n",
      "327\n",
      "328\n",
      "329\n",
      "330\n",
      "331\n",
      "332\n",
      "333\n",
      "334\n",
      "335\n",
      "336\n",
      "337\n",
      "338\n",
      "339\n",
      "340\n",
      "341\n",
      "342\n",
      "343\n",
      "344\n",
      "345\n",
      "346\n",
      "347\n",
      "348\n",
      "349\n",
      "350\n",
      "351\n",
      "352\n",
      "353\n",
      "354\n",
      "355\n",
      "356\n",
      "357\n",
      "358\n",
      "359\n",
      "360\n",
      "361\n",
      "362\n",
      "363\n",
      "364\n",
      "365\n",
      "366\n",
      "367\n",
      "368\n",
      "369\n",
      "370\n",
      "371\n",
      "372\n",
      "373\n",
      "374\n",
      "375\n",
      "376\n",
      "377\n",
      "378\n",
      "379\n",
      "380\n",
      "381\n",
      "382\n",
      "383\n",
      "384\n",
      "385\n",
      "386\n",
      "387\n",
      "388\n",
      "389\n",
      "390\n",
      "391\n",
      "392\n",
      "393\n",
      "394\n",
      "395\n",
      "396\n",
      "397\n",
      "398\n",
      "399\n",
      "400\n",
      "401\n",
      "402\n",
      "403\n",
      "404\n",
      "405\n",
      "406\n",
      "407\n",
      "408\n",
      "409\n",
      "410\n",
      "411\n",
      "412\n",
      "413\n",
      "414\n",
      "415\n",
      "416\n",
      "417\n",
      "418\n",
      "419\n",
      "420\n",
      "421\n",
      "422\n",
      "423\n",
      "424\n",
      "425\n",
      "426\n",
      "427\n",
      "428\n",
      "429\n",
      "430\n",
      "431\n",
      "432\n",
      "433\n",
      "434\n",
      "435\n",
      "436\n",
      "437\n",
      "438\n",
      "439\n",
      "440\n",
      "441\n",
      "442\n",
      "443\n",
      "444\n",
      "445\n",
      "446\n",
      "447\n",
      "448\n",
      "449\n",
      "450\n",
      "451\n",
      "452\n",
      "453\n",
      "454\n",
      "455\n",
      "456\n",
      "457\n",
      "458\n",
      "459\n",
      "460\n",
      "461\n",
      "462\n",
      "463\n",
      "464\n",
      "465\n",
      "466\n",
      "467\n",
      "468\n",
      "469\n",
      "470\n",
      "471\n",
      "472\n",
      "473\n",
      "474\n",
      "475\n",
      "476\n",
      "477\n",
      "478\n",
      "479\n",
      "480\n",
      "481\n",
      "482\n",
      "483\n",
      "484\n",
      "485\n",
      "486\n",
      "487\n",
      "488\n",
      "489\n",
      "490\n",
      "491\n",
      "492\n",
      "493\n",
      "494\n",
      "495\n",
      "496\n",
      "497\n",
      "498\n",
      "499\n",
      "500\n",
      "501\n",
      "502\n",
      "503\n",
      "504\n",
      "505\n",
      "506\n",
      "507\n",
      "508\n",
      "509\n",
      "510\n",
      "511\n",
      "512\n",
      "513\n",
      "514\n",
      "515\n",
      "516\n",
      "517\n",
      "518\n",
      "519\n",
      "520\n",
      "521\n",
      "522\n",
      "523\n",
      "524\n",
      "525\n",
      "526\n",
      "527\n",
      "528\n",
      "529\n",
      "530\n",
      "531\n",
      "532\n",
      "533\n",
      "534\n",
      "535\n",
      "536\n",
      "537\n",
      "538\n",
      "539\n",
      "540\n",
      "541\n",
      "542\n",
      "543\n",
      "544\n",
      "545\n",
      "546\n",
      "547\n",
      "548\n",
      "549\n",
      "550\n",
      "551\n",
      "552\n",
      "553\n",
      "554\n",
      "555\n",
      "556\n",
      "557\n",
      "558\n",
      "559\n",
      "560\n",
      "561\n",
      "562\n",
      "563\n",
      "564\n",
      "565\n",
      "566\n",
      "567\n",
      "568\n",
      "569\n",
      "570\n",
      "571\n",
      "572\n",
      "573\n",
      "574\n",
      "575\n",
      "576\n",
      "577\n",
      "578\n",
      "579\n",
      "580\n",
      "581\n",
      "582\n",
      "583\n",
      "584\n",
      "585\n",
      "586\n",
      "587\n",
      "588\n",
      "589\n",
      "590\n",
      "591\n",
      "592\n",
      "593\n",
      "594\n",
      "595\n",
      "596\n",
      "597\n",
      "598\n",
      "599\n",
      "600\n",
      "601\n",
      "602\n",
      "603\n",
      "604\n",
      "605\n",
      "606\n",
      "607\n",
      "608\n",
      "609\n",
      "610\n",
      "611\n",
      "612\n",
      "613\n",
      "614\n",
      "615\n",
      "616\n",
      "617\n",
      "618\n",
      "619\n",
      "620\n",
      "621\n",
      "622\n",
      "623\n",
      "624\n",
      "625\n",
      "626\n",
      "627\n",
      "628\n",
      "629\n",
      "630\n",
      "631\n",
      "632\n",
      "633\n",
      "634\n",
      "635\n",
      "636\n",
      "637\n",
      "638\n",
      "639\n",
      "640\n",
      "641\n",
      "642\n",
      "643\n",
      "644\n",
      "645\n",
      "646\n",
      "647\n",
      "648\n",
      "649\n",
      "650\n",
      "651\n",
      "652\n",
      "653\n",
      "654\n",
      "655\n",
      "656\n",
      "657\n",
      "658\n",
      "659\n",
      "660\n",
      "661\n",
      "662\n",
      "663\n",
      "664\n",
      "665\n",
      "666\n",
      "667\n",
      "668\n",
      "669\n",
      "670\n",
      "671\n",
      "672\n",
      "673\n",
      "674\n",
      "675\n",
      "676\n",
      "677\n",
      "678\n",
      "679\n",
      "680\n",
      "681\n",
      "682\n",
      "683\n",
      "684\n",
      "685\n",
      "686\n",
      "687\n",
      "688\n",
      "689\n",
      "690\n",
      "691\n",
      "692\n",
      "693\n",
      "694\n",
      "695\n",
      "696\n",
      "697\n",
      "698\n",
      "699\n",
      "700\n",
      "701\n",
      "702\n",
      "703\n",
      "704\n",
      "705\n",
      "706\n",
      "707\n",
      "708\n",
      "709\n",
      "710\n",
      "711\n",
      "712\n",
      "713\n",
      "714\n",
      "715\n",
      "716\n",
      "717\n",
      "718\n",
      "719\n",
      "720\n",
      "721\n",
      "722\n",
      "723\n",
      "724\n",
      "725\n",
      "726\n",
      "727\n",
      "728\n",
      "729\n",
      "730\n",
      "731\n",
      "732\n",
      "733\n",
      "734\n",
      "735\n",
      "736\n",
      "737\n",
      "738\n",
      "739\n",
      "740\n",
      "741\n",
      "742\n",
      "743\n",
      "744\n",
      "745\n",
      "746\n",
      "747\n",
      "748\n",
      "749\n",
      "750\n",
      "751\n",
      "752\n",
      "753\n",
      "754\n",
      "755\n",
      "756\n",
      "757\n",
      "758\n",
      "759\n",
      "760\n",
      "761\n",
      "762\n",
      "763\n",
      "764\n",
      "765\n",
      "766\n",
      "767\n",
      "768\n",
      "769\n",
      "770\n",
      "771\n",
      "772\n",
      "773\n",
      "774\n",
      "775\n",
      "776\n",
      "777\n",
      "778\n",
      "779\n",
      "780\n",
      "781\n",
      "782\n",
      "783\n",
      "784\n",
      "785\n",
      "786\n",
      "787\n",
      "788\n",
      "789\n",
      "790\n",
      "791\n",
      "792\n",
      "793\n",
      "794\n",
      "795\n",
      "796\n",
      "797\n",
      "798\n",
      "799\n",
      "800\n",
      "801\n",
      "802\n",
      "803\n",
      "804\n",
      "805\n",
      "806\n",
      "807\n",
      "808\n",
      "809\n",
      "810\n",
      "811\n",
      "812\n",
      "813\n",
      "814\n",
      "815\n",
      "816\n",
      "817\n",
      "818\n",
      "819\n",
      "820\n",
      "821\n",
      "822\n",
      "823\n",
      "824\n",
      "825\n",
      "826\n",
      "827\n",
      "828\n",
      "829\n",
      "830\n",
      "831\n",
      "832\n",
      "833\n",
      "834\n",
      "835\n",
      "836\n",
      "837\n",
      "838\n",
      "839\n",
      "840\n",
      "841\n",
      "842\n",
      "843\n",
      "844\n",
      "845\n",
      "846\n",
      "847\n",
      "848\n",
      "849\n",
      "850\n",
      "851\n",
      "852\n",
      "853\n",
      "854\n",
      "855\n",
      "856\n",
      "857\n",
      "858\n",
      "859\n",
      "860\n",
      "861\n",
      "862\n",
      "863\n",
      "864\n",
      "865\n",
      "866\n",
      "867\n",
      "868\n",
      "869\n",
      "870\n",
      "871\n",
      "872\n",
      "873\n",
      "874\n",
      "875\n",
      "876\n",
      "877\n",
      "878\n",
      "879\n",
      "880\n",
      "881\n",
      "882\n",
      "883\n",
      "884\n",
      "885\n",
      "886\n",
      "887\n",
      "888\n",
      "889\n",
      "890\n",
      "891\n",
      "892\n",
      "893\n",
      "894\n",
      "895\n",
      "896\n",
      "897\n",
      "898\n",
      "899\n",
      "900\n",
      "901\n",
      "902\n",
      "903\n",
      "904\n",
      "905\n",
      "906\n",
      "907\n",
      "908\n",
      "909\n",
      "910\n",
      "911\n",
      "912\n",
      "913\n",
      "914\n",
      "915\n",
      "916\n",
      "917\n",
      "918\n",
      "919\n",
      "920\n",
      "921\n",
      "922\n",
      "923\n",
      "924\n",
      "925\n",
      "926\n",
      "927\n",
      "928\n",
      "929\n",
      "930\n",
      "931\n",
      "932\n",
      "933\n",
      "934\n",
      "935\n",
      "936\n",
      "937\n",
      "938\n",
      "939\n",
      "940\n",
      "941\n",
      "942\n",
      "943\n",
      "944\n",
      "945\n",
      "946\n",
      "947\n",
      "948\n",
      "949\n",
      "950\n",
      "951\n",
      "952\n",
      "953\n",
      "954\n",
      "955\n",
      "956\n",
      "957\n",
      "958\n",
      "959\n",
      "960\n",
      "961\n",
      "962\n",
      "963\n",
      "964\n",
      "965\n",
      "966\n",
      "967\n",
      "968\n",
      "969\n",
      "970\n",
      "971\n",
      "972\n",
      "973\n",
      "974\n",
      "975\n",
      "976\n",
      "977\n",
      "978\n",
      "979\n",
      "980\n",
      "981\n",
      "982\n",
      "983\n",
      "984\n",
      "985\n",
      "986\n",
      "987\n",
      "988\n",
      "989\n",
      "990\n",
      "991\n",
      "992\n",
      "993\n",
      "994\n",
      "995\n",
      "996\n",
      "997\n",
      "998\n",
      "999\n",
      "1000\n",
      "1001\n",
      "1002\n",
      "1003\n",
      "1004\n",
      "1005\n",
      "1006\n",
      "1007\n",
      "1008\n",
      "1009\n",
      "1010\n",
      "1011\n",
      "1012\n",
      "1013\n",
      "1014\n",
      "1015\n",
      "1016\n",
      "1017\n",
      "1018\n",
      "1019\n",
      "1020\n",
      "1021\n",
      "1022\n",
      "1023\n",
      "1024\n",
      "1025\n",
      "1026\n",
      "1027\n",
      "1028\n",
      "1029\n",
      "1030\n",
      "1031\n",
      "1032\n",
      "1033\n",
      "1034\n",
      "1035\n",
      "1036\n",
      "1037\n",
      "1038\n",
      "1039\n",
      "1040\n",
      "1041\n",
      "1042\n",
      "1043\n",
      "1044\n",
      "1045\n",
      "1046\n",
      "1047\n",
      "1048\n",
      "1049\n",
      "1050\n",
      "1051\n",
      "1052\n",
      "1053\n",
      "1054\n",
      "1055\n",
      "1056\n",
      "1057\n",
      "1058\n",
      "1059\n",
      "1060\n",
      "1061\n",
      "1062\n",
      "1063\n",
      "1064\n",
      "1065\n",
      "1066\n",
      "1067\n",
      "1068\n",
      "1069\n",
      "1070\n",
      "1071\n",
      "1072\n",
      "1073\n",
      "1074\n",
      "1075\n",
      "1076\n",
      "1077\n",
      "1078\n",
      "1079\n",
      "1080\n",
      "1081\n",
      "1082\n",
      "1083\n",
      "1084\n",
      "1085\n",
      "1086\n",
      "1087\n",
      "1088\n",
      "1089\n",
      "1090\n",
      "1091\n",
      "1092\n",
      "1093\n",
      "1094\n",
      "1095\n",
      "1096\n",
      "1097\n",
      "1098\n",
      "1099\n",
      "1100\n",
      "1101\n",
      "1102\n",
      "1103\n",
      "1104\n",
      "1105\n",
      "1106\n",
      "1107\n",
      "1108\n",
      "1109\n",
      "1110\n",
      "1111\n",
      "1112\n",
      "1113\n",
      "1114\n",
      "1115\n",
      "1116\n",
      "1117\n",
      "1118\n",
      "1119\n",
      "1120\n",
      "1121\n",
      "1122\n",
      "1123\n",
      "1124\n",
      "1125\n",
      "1126\n",
      "1127\n",
      "1128\n",
      "1129\n",
      "1130\n",
      "1131\n",
      "1132\n",
      "1133\n",
      "1134\n",
      "1135\n",
      "1136\n",
      "1137\n",
      "1138\n",
      "1139\n",
      "1140\n",
      "1141\n",
      "1142\n",
      "1143\n",
      "1144\n",
      "1145\n",
      "1146\n",
      "1147\n",
      "1148\n",
      "1149\n",
      "1150\n",
      "1151\n",
      "1152\n",
      "1153\n",
      "1154\n",
      "1155\n",
      "1156\n",
      "1157\n",
      "1158\n",
      "1159\n",
      "1160\n",
      "1161\n",
      "1162\n",
      "1163\n",
      "1164\n",
      "1165\n",
      "1166\n",
      "1167\n",
      "1168\n",
      "1169\n",
      "1170\n",
      "1171\n",
      "1172\n",
      "1173\n",
      "1174\n",
      "1175\n",
      "1176\n",
      "1177\n",
      "1178\n",
      "1179\n",
      "1180\n",
      "1181\n",
      "1182\n",
      "1183\n",
      "1184\n",
      "1185\n",
      "1186\n",
      "1187\n",
      "1188\n",
      "1189\n",
      "1190\n",
      "1191\n",
      "1192\n",
      "1193\n",
      "1194\n",
      "1195\n",
      "1196\n",
      "1197\n",
      "1198\n",
      "1199\n",
      "1200\n",
      "1201\n",
      "1202\n",
      "1203\n",
      "1204\n",
      "1205\n",
      "1206\n",
      "1207\n",
      "1208\n",
      "1209\n",
      "1210\n",
      "1211\n",
      "1212\n",
      "1213\n",
      "1214\n",
      "1215\n",
      "1216\n",
      "1217\n",
      "1218\n",
      "1219\n",
      "1220\n",
      "1221\n",
      "1222\n",
      "1223\n",
      "1224\n",
      "1225\n",
      "1226\n",
      "1227\n",
      "1228\n",
      "1229\n",
      "1230\n",
      "1231\n",
      "1232\n",
      "1233\n",
      "1234\n",
      "1235\n",
      "1236\n",
      "1237\n",
      "1238\n",
      "1239\n",
      "1240\n",
      "1241\n",
      "1242\n",
      "1243\n",
      "1244\n",
      "1245\n",
      "1246\n",
      "1247\n",
      "1248\n",
      "1249\n",
      "1250\n",
      "1251\n",
      "1252\n",
      "1253\n",
      "1254\n",
      "1255\n",
      "1256\n",
      "1257\n",
      "1258\n",
      "1259\n",
      "1260\n",
      "1261\n",
      "1262\n",
      "1263\n",
      "1264\n",
      "1265\n",
      "1266\n",
      "1267\n",
      "1268\n",
      "1269\n",
      "1270\n",
      "1271\n",
      "1272\n",
      "1273\n",
      "1274\n",
      "1275\n",
      "1276\n",
      "1277\n",
      "1278\n",
      "1279\n",
      "1280\n",
      "1281\n",
      "1282\n",
      "1283\n",
      "1284\n",
      "1285\n",
      "1286\n",
      "1287\n",
      "1288\n",
      "1289\n",
      "1290\n",
      "1291\n",
      "1292\n",
      "1293\n",
      "1294\n",
      "1295\n",
      "1296\n",
      "1297\n",
      "1298\n",
      "1299\n",
      "1300\n",
      "1301\n",
      "1302\n",
      "1303\n",
      "1304\n",
      "1305\n",
      "1306\n",
      "1307\n",
      "1308\n",
      "1309\n",
      "1310\n",
      "1311\n",
      "1312\n",
      "1313\n",
      "1314\n",
      "1315\n",
      "1316\n",
      "1317\n",
      "1318\n",
      "1319\n",
      "1320\n",
      "1321\n",
      "1322\n",
      "1323\n",
      "1324\n",
      "1325\n",
      "1326\n",
      "1327\n",
      "1328\n",
      "1329\n",
      "1330\n",
      "1331\n",
      "1332\n",
      "1333\n",
      "1334\n",
      "1335\n",
      "1336\n",
      "1337\n",
      "1338\n",
      "1339\n",
      "1340\n",
      "1341\n",
      "1342\n",
      "1343\n",
      "1344\n",
      "1345\n",
      "1346\n",
      "1347\n",
      "1348\n",
      "1349\n",
      "1350\n",
      "1351\n",
      "1352\n",
      "1353\n",
      "1354\n",
      "1355\n",
      "1356\n",
      "1357\n",
      "1358\n",
      "1359\n",
      "1360\n",
      "1361\n",
      "1362\n",
      "1363\n",
      "1364\n",
      "1365\n",
      "1366\n",
      "1367\n",
      "1368\n",
      "1369\n",
      "1370\n",
      "1371\n",
      "1372\n",
      "1373\n",
      "1374\n",
      "1375\n",
      "1376\n",
      "1377\n",
      "1378\n",
      "1379\n",
      "1380\n",
      "1381\n",
      "1382\n",
      "1383\n",
      "1384\n",
      "1385\n",
      "1386\n",
      "1387\n",
      "1388\n",
      "1389\n",
      "1390\n",
      "1391\n",
      "1392\n",
      "1393\n",
      "1394\n",
      "1395\n",
      "1396\n",
      "1397\n",
      "1398\n",
      "1399\n",
      "1400\n",
      "1401\n",
      "1402\n",
      "1403\n",
      "1404\n",
      "1405\n",
      "1406\n",
      "1407\n",
      "1408\n",
      "1409\n",
      "1410\n",
      "1411\n",
      "1412\n",
      "1413\n",
      "1414\n",
      "1415\n",
      "1416\n",
      "1417\n",
      "1418\n",
      "1419\n",
      "1420\n",
      "1421\n",
      "1422\n",
      "1423\n",
      "1424\n",
      "1425\n",
      "1426\n",
      "1427\n",
      "1428\n",
      "1429\n",
      "1430\n",
      "1431\n",
      "1432\n",
      "1433\n",
      "1434\n",
      "1435\n",
      "1436\n",
      "1437\n",
      "1438\n",
      "1439\n",
      "1440\n",
      "1441\n",
      "1442\n",
      "1443\n",
      "1444\n",
      "1445\n",
      "1446\n",
      "1447\n",
      "1448\n",
      "1449\n",
      "1450\n",
      "1451\n",
      "1452\n",
      "1453\n",
      "1454\n",
      "1455\n",
      "1456\n",
      "1457\n",
      "1458\n",
      "1459\n",
      "1460\n",
      "1461\n",
      "1462\n",
      "1463\n",
      "1464\n",
      "1465\n",
      "1466\n",
      "1467\n",
      "1468\n",
      "1469\n",
      "1470\n",
      "1471\n",
      "1472\n",
      "1473\n",
      "1474\n",
      "1475\n",
      "1476\n",
      "1477\n",
      "1478\n",
      "1479\n",
      "1480\n",
      "1481\n",
      "1482\n",
      "1483\n",
      "1484\n",
      "1485\n",
      "1486\n",
      "1487\n",
      "1488\n",
      "1489\n",
      "1490\n",
      "1491\n",
      "1492\n",
      "1493\n",
      "1494\n",
      "1495\n",
      "1496\n",
      "1497\n",
      "1498\n",
      "1499\n",
      "1500\n",
      "1501\n",
      "1502\n",
      "1503\n",
      "1504\n",
      "1505\n",
      "1506\n",
      "1507\n",
      "1508\n",
      "1509\n",
      "1510\n",
      "1511\n",
      "1512\n",
      "1513\n",
      "1514\n",
      "1515\n",
      "1516\n",
      "1517\n",
      "1518\n",
      "1519\n",
      "1520\n",
      "1521\n",
      "1522\n",
      "1523\n",
      "1524\n",
      "1525\n",
      "1526\n",
      "1527\n",
      "1528\n",
      "1529\n",
      "1530\n",
      "1531\n",
      "1532\n",
      "1533\n",
      "1534\n",
      "1535\n",
      "1536\n",
      "1537\n",
      "1538\n",
      "1539\n",
      "1540\n",
      "1541\n",
      "1542\n",
      "1543\n",
      "1544\n",
      "1545\n",
      "1546\n",
      "1547\n",
      "1548\n",
      "1549\n",
      "1550\n",
      "1551\n",
      "1552\n",
      "1553\n",
      "1554\n",
      "1555\n",
      "1556\n",
      "1557\n",
      "1558\n",
      "1559\n",
      "1560\n",
      "1561\n",
      "1562\n",
      "1563\n",
      "1564\n",
      "1565\n",
      "1566\n",
      "1567\n",
      "1568\n",
      "1569\n",
      "1570\n",
      "1571\n",
      "1572\n",
      "1573\n",
      "1574\n",
      "1575\n",
      "1576\n",
      "1577\n",
      "1578\n",
      "1579\n",
      "1580\n",
      "1581\n",
      "1582\n",
      "1583\n",
      "1584\n",
      "1585\n",
      "1586\n",
      "1587\n",
      "1588\n",
      "1589\n",
      "1590\n",
      "1591\n",
      "1592\n",
      "1593\n",
      "1594\n",
      "1595\n",
      "1596\n",
      "1597\n",
      "1598\n",
      "1599\n",
      "1600\n",
      "1601\n",
      "1602\n",
      "1603\n",
      "1604\n",
      "1605\n",
      "1606\n",
      "1607\n",
      "1608\n",
      "1609\n",
      "1610\n",
      "1611\n",
      "1612\n",
      "1613\n",
      "1614\n",
      "1615\n",
      "1616\n",
      "1617\n",
      "1618\n",
      "1619\n",
      "1620\n",
      "1621\n",
      "1622\n",
      "1623\n",
      "1624\n",
      "1625\n",
      "1626\n",
      "1627\n",
      "1628\n",
      "1629\n",
      "1630\n",
      "1631\n",
      "1632\n",
      "1633\n",
      "1634\n",
      "1635\n",
      "1636\n",
      "1637\n",
      "1638\n",
      "1639\n",
      "1640\n",
      "1641\n",
      "1642\n",
      "1643\n",
      "1644\n",
      "1645\n",
      "1646\n",
      "1647\n",
      "1648\n",
      "1649\n",
      "1650\n",
      "1651\n",
      "1652\n",
      "1653\n",
      "1654\n",
      "1655\n",
      "1656\n",
      "1657\n",
      "1658\n",
      "1659\n",
      "1660\n",
      "1661\n",
      "1662\n",
      "1663\n",
      "1664\n",
      "1665\n",
      "1666\n",
      "1667\n",
      "1668\n",
      "1669\n",
      "1670\n",
      "1671\n",
      "1672\n",
      "1673\n",
      "1674\n",
      "1675\n",
      "1676\n",
      "1677\n",
      "1678\n",
      "1679\n",
      "1680\n",
      "1681\n",
      "1682\n",
      "1683\n",
      "1684\n",
      "1685\n",
      "1686\n",
      "1687\n",
      "1688\n",
      "1689\n",
      "1690\n",
      "1691\n",
      "1692\n",
      "1693\n",
      "1694\n",
      "1695\n",
      "1696\n",
      "1697\n",
      "1698\n",
      "1699\n",
      "1700\n",
      "1701\n",
      "1702\n",
      "1703\n",
      "1704\n",
      "1705\n",
      "1706\n",
      "1707\n",
      "1708\n",
      "1709\n",
      "1710\n",
      "1711\n",
      "1712\n",
      "1713\n",
      "1714\n",
      "1715\n",
      "1716\n",
      "1717\n",
      "1718\n",
      "1719\n",
      "1720\n",
      "1721\n",
      "1722\n",
      "1723\n",
      "1724\n",
      "1725\n",
      "1726\n",
      "1727\n",
      "1728\n",
      "1729\n",
      "1730\n",
      "1731\n",
      "1732\n",
      "1733\n",
      "1734\n",
      "1735\n",
      "1736\n",
      "1737\n",
      "1738\n",
      "1739\n",
      "1740\n",
      "1741\n",
      "1742\n",
      "1743\n",
      "1744\n",
      "1745\n",
      "1746\n",
      "1747\n",
      "1748\n",
      "1749\n",
      "1750\n",
      "1751\n",
      "1752\n",
      "1753\n",
      "1754\n",
      "1755\n",
      "1756\n",
      "1757\n",
      "1758\n",
      "1759\n",
      "1760\n",
      "1761\n",
      "1762\n",
      "1763\n",
      "1764\n",
      "1765\n",
      "1766\n",
      "1767\n",
      "1768\n",
      "1769\n",
      "1770\n",
      "1771\n",
      "1772\n",
      "1773\n",
      "1774\n",
      "1775\n",
      "1776\n",
      "1777\n",
      "1778\n",
      "1779\n",
      "1780\n",
      "1781\n",
      "1782\n",
      "1783\n",
      "1784\n",
      "1785\n",
      "1786\n",
      "1787\n",
      "1788\n",
      "1789\n",
      "1790\n",
      "1791\n",
      "1792\n",
      "1793\n",
      "1794\n",
      "1795\n",
      "1796\n",
      "1797\n",
      "1798\n",
      "1799\n",
      "1800\n",
      "1801\n",
      "1802\n",
      "1803\n",
      "1804\n",
      "1805\n",
      "1806\n",
      "1807\n",
      "1808\n",
      "1809\n",
      "1810\n",
      "1811\n",
      "1812\n",
      "1813\n",
      "1814\n",
      "1815\n",
      "1816\n",
      "1817\n",
      "1818\n",
      "1819\n",
      "1820\n",
      "1821\n",
      "1822\n",
      "1823\n",
      "1824\n",
      "1825\n",
      "1826\n",
      "1827\n",
      "1828\n",
      "1829\n",
      "1830\n",
      "1831\n",
      "1832\n",
      "1833\n",
      "1834\n",
      "1835\n",
      "1836\n",
      "1837\n",
      "1838\n",
      "1839\n",
      "1840\n",
      "1841\n",
      "1842\n",
      "1843\n",
      "1844\n",
      "1845\n",
      "1846\n",
      "1847\n",
      "1848\n",
      "1849\n",
      "1850\n",
      "1851\n",
      "1852\n",
      "1853\n",
      "1854\n",
      "1855\n",
      "1856\n",
      "1857\n",
      "1858\n",
      "1859\n",
      "1860\n",
      "1861\n",
      "1862\n",
      "1863\n",
      "1864\n",
      "1865\n",
      "1866\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1867\n",
      "1868\n",
      "1869\n",
      "1870\n",
      "1871\n",
      "1872\n",
      "1873\n",
      "1874\n",
      "1875\n",
      "1876\n",
      "1877\n",
      "1878\n",
      "1879\n",
      "1880\n",
      "1881\n",
      "1882\n",
      "1883\n",
      "1884\n",
      "1885\n",
      "1886\n",
      "1887\n",
      "1888\n",
      "1889\n",
      "1890\n",
      "1891\n",
      "1892\n",
      "1893\n",
      "1894\n",
      "1895\n",
      "1896\n",
      "1897\n",
      "1898\n",
      "1899\n",
      "1900\n",
      "1901\n",
      "1902\n",
      "1903\n",
      "1904\n",
      "1905\n",
      "1906\n",
      "1907\n",
      "1908\n",
      "1909\n",
      "1910\n",
      "1911\n",
      "1912\n",
      "1913\n",
      "1914\n",
      "1915\n",
      "1916\n",
      "1917\n",
      "1918\n",
      "1919\n",
      "1920\n",
      "1921\n",
      "1922\n",
      "1923\n",
      "1924\n",
      "1925\n",
      "1926\n",
      "1927\n",
      "1928\n",
      "1929\n",
      "1930\n",
      "1931\n",
      "1932\n",
      "1933\n",
      "1934\n",
      "1935\n",
      "1936\n",
      "1937\n",
      "1938\n",
      "1939\n",
      "1940\n",
      "1941\n",
      "1942\n",
      "1943\n",
      "1944\n",
      "1945\n",
      "1946\n",
      "1947\n",
      "1948\n",
      "1949\n",
      "1950\n",
      "1951\n",
      "1952\n",
      "1953\n",
      "1954\n",
      "1955\n",
      "1956\n",
      "1957\n",
      "1958\n",
      "1959\n",
      "1960\n",
      "1961\n",
      "1962\n",
      "1963\n",
      "1964\n",
      "1965\n",
      "1966\n",
      "1967\n",
      "1968\n",
      "1969\n",
      "1970\n",
      "1971\n",
      "1972\n",
      "1973\n",
      "1974\n",
      "1975\n",
      "1976\n",
      "1977\n",
      "1978\n",
      "1979\n",
      "1980\n",
      "1981\n",
      "1982\n",
      "1983\n",
      "1984\n",
      "1985\n",
      "1986\n",
      "1987\n",
      "1988\n",
      "1989\n",
      "1990\n",
      "1991\n",
      "1992\n",
      "1993\n",
      "1994\n",
      "1995\n",
      "1996\n",
      "1997\n",
      "1998\n",
      "1999\n",
      "2000\n",
      "2001\n",
      "2002\n",
      "2003\n",
      "2004\n",
      "2005\n",
      "2006\n",
      "2007\n",
      "2008\n",
      "2009\n",
      "2010\n",
      "2011\n",
      "2012\n",
      "2013\n",
      "2014\n",
      "2015\n",
      "2016\n",
      "2017\n",
      "2018\n",
      "2019\n",
      "2020\n",
      "2021\n",
      "2022\n",
      "2023\n",
      "2024\n",
      "2025\n",
      "2026\n",
      "2027\n",
      "2028\n",
      "2029\n",
      "2030\n",
      "2031\n",
      "2032\n",
      "2033\n",
      "2034\n",
      "2035\n",
      "2036\n",
      "2037\n",
      "2038\n",
      "2039\n",
      "2040\n",
      "2041\n",
      "2042\n",
      "2043\n",
      "2044\n",
      "2045\n",
      "2046\n",
      "2047\n",
      "2048\n",
      "2049\n",
      "2050\n",
      "2051\n",
      "2052\n",
      "2053\n",
      "2054\n",
      "2055\n",
      "2056\n",
      "2057\n",
      "2058\n",
      "2059\n",
      "2060\n",
      "2061\n",
      "2062\n",
      "2063\n",
      "2064\n",
      "2065\n",
      "2066\n",
      "2067\n",
      "2068\n",
      "2069\n",
      "2070\n",
      "2071\n",
      "2072\n",
      "2073\n",
      "2074\n",
      "2075\n",
      "2076\n",
      "2077\n",
      "2078\n",
      "2079\n",
      "2080\n",
      "2081\n",
      "2082\n",
      "2083\n",
      "2084\n",
      "2085\n",
      "2086\n",
      "2087\n",
      "2088\n",
      "2089\n",
      "2090\n",
      "2091\n",
      "2092\n",
      "2093\n",
      "2094\n",
      "2095\n",
      "2096\n",
      "2097\n",
      "2098\n",
      "2099\n",
      "2100\n",
      "2101\n",
      "2102\n",
      "2103\n",
      "2104\n",
      "2105\n",
      "2106\n",
      "2107\n",
      "2108\n",
      "2109\n",
      "2110\n",
      "2111\n",
      "2112\n",
      "2113\n",
      "2114\n",
      "2115\n",
      "2116\n",
      "2117\n",
      "2118\n",
      "2119\n",
      "2120\n",
      "2121\n",
      "2122\n",
      "2123\n",
      "2124\n",
      "2125\n",
      "2126\n",
      "2127\n",
      "2128\n",
      "2129\n",
      "2130\n",
      "2131\n",
      "2132\n",
      "2133\n",
      "2134\n",
      "2135\n",
      "2136\n",
      "2137\n",
      "2138\n",
      "2139\n",
      "2140\n",
      "2141\n",
      "2142\n",
      "2143\n",
      "2144\n",
      "2145\n",
      "2146\n",
      "2147\n",
      "2148\n",
      "2149\n",
      "2150\n",
      "2151\n",
      "2152\n",
      "2153\n",
      "2154\n",
      "2155\n",
      "2156\n",
      "2157\n",
      "2158\n",
      "2159\n",
      "2160\n",
      "2161\n",
      "2162\n",
      "2163\n",
      "2164\n",
      "2165\n",
      "2166\n",
      "2167\n",
      "2168\n",
      "2169\n",
      "2170\n",
      "2171\n",
      "2172\n",
      "2173\n",
      "2174\n",
      "2175\n",
      "2176\n",
      "2177\n",
      "2178\n",
      "2179\n",
      "2180\n",
      "2181\n",
      "2182\n",
      "2183\n",
      "2184\n",
      "2185\n",
      "2186\n",
      "2187\n",
      "2188\n",
      "2189\n",
      "2190\n",
      "2191\n",
      "2192\n",
      "2193\n",
      "2194\n",
      "2195\n",
      "2196\n",
      "2197\n",
      "2198\n",
      "2199\n",
      "2200\n",
      "2201\n",
      "2202\n",
      "2203\n",
      "2204\n",
      "2205\n",
      "2206\n",
      "2207\n",
      "2208\n",
      "2209\n",
      "2210\n",
      "2211\n",
      "2212\n",
      "2213\n",
      "2214\n",
      "2215\n",
      "2216\n",
      "2217\n",
      "2218\n",
      "2219\n",
      "2220\n",
      "2221\n",
      "2222\n",
      "2223\n",
      "2224\n",
      "2225\n",
      "2226\n",
      "2227\n",
      "2228\n",
      "2229\n",
      "2230\n",
      "2231\n",
      "2232\n",
      "2233\n",
      "2234\n",
      "2235\n",
      "2236\n",
      "2237\n",
      "2238\n",
      "2239\n",
      "2240\n",
      "2241\n",
      "2242\n",
      "2243\n",
      "2244\n",
      "2245\n",
      "2246\n",
      "2247\n",
      "2248\n",
      "2249\n",
      "2250\n",
      "2251\n",
      "2252\n",
      "2253\n",
      "2254\n",
      "2255\n",
      "2256\n",
      "2257\n",
      "2258\n",
      "2259\n",
      "2260\n",
      "2261\n",
      "2262\n",
      "2263\n",
      "2264\n",
      "2265\n",
      "2266\n",
      "2267\n",
      "2268\n",
      "2269\n",
      "2270\n",
      "2271\n",
      "2272\n",
      "2273\n",
      "2274\n",
      "2275\n",
      "2276\n",
      "2277\n",
      "2278\n",
      "2279\n",
      "2280\n",
      "2281\n",
      "2282\n",
      "2283\n",
      "2284\n",
      "2285\n",
      "2286\n",
      "2287\n",
      "2288\n",
      "2289\n",
      "2290\n",
      "2291\n",
      "2292\n",
      "2293\n",
      "2294\n",
      "2295\n",
      "2296\n",
      "2297\n",
      "2298\n",
      "2299\n",
      "2300\n",
      "2301\n",
      "2302\n",
      "2303\n",
      "2304\n",
      "2305\n",
      "2306\n",
      "2307\n",
      "2308\n",
      "2309\n",
      "2310\n",
      "2311\n",
      "2312\n",
      "2313\n",
      "2314\n",
      "2315\n",
      "2316\n",
      "2317\n",
      "2318\n",
      "2319\n",
      "2320\n",
      "2321\n",
      "2322\n",
      "2323\n",
      "2324\n",
      "2325\n",
      "2326\n",
      "2327\n",
      "2328\n",
      "2329\n",
      "2330\n",
      "2331\n",
      "2332\n",
      "2333\n",
      "2334\n",
      "2335\n",
      "2336\n",
      "2337\n",
      "2338\n",
      "2339\n",
      "2340\n",
      "2341\n",
      "2342\n",
      "2343\n",
      "2344\n",
      "2345\n",
      "2346\n",
      "2347\n",
      "2348\n",
      "2349\n",
      "2350\n",
      "2351\n",
      "2352\n",
      "2353\n",
      "2354\n",
      "2355\n",
      "2356\n",
      "2357\n",
      "2358\n",
      "2359\n",
      "2360\n",
      "2361\n",
      "2362\n",
      "2363\n",
      "2364\n",
      "2365\n",
      "2366\n",
      "2367\n",
      "2368\n",
      "2369\n",
      "2370\n",
      "2371\n",
      "2372\n",
      "2373\n",
      "2374\n",
      "2375\n",
      "2376\n",
      "2377\n",
      "2378\n",
      "2379\n",
      "2380\n",
      "2381\n",
      "2382\n",
      "2383\n",
      "2384\n",
      "2385\n",
      "2386\n",
      "2387\n",
      "2388\n",
      "2389\n",
      "2390\n",
      "2391\n",
      "2392\n",
      "2393\n",
      "2394\n",
      "2395\n",
      "2396\n",
      "2397\n",
      "2398\n",
      "2399\n",
      "2400\n",
      "2401\n",
      "2402\n",
      "2403\n",
      "2404\n",
      "2405\n",
      "2406\n",
      "2407\n",
      "2408\n",
      "2409\n",
      "2410\n",
      "2411\n",
      "2412\n",
      "2413\n",
      "2414\n",
      "2415\n",
      "2416\n",
      "2417\n",
      "2418\n",
      "2419\n",
      "2420\n",
      "2421\n",
      "2422\n",
      "2423\n",
      "2424\n",
      "2425\n",
      "2426\n",
      "2427\n",
      "2428\n",
      "2429\n",
      "2430\n",
      "2431\n",
      "2432\n",
      "2433\n",
      "2434\n",
      "2435\n",
      "2436\n",
      "2437\n",
      "2438\n",
      "2439\n",
      "2440\n",
      "2441\n",
      "2442\n",
      "2443\n",
      "2444\n",
      "2445\n",
      "2446\n",
      "2447\n",
      "2448\n",
      "2449\n",
      "2450\n",
      "2451\n",
      "2452\n",
      "2453\n",
      "2454\n",
      "2455\n",
      "2456\n",
      "2457\n",
      "2458\n",
      "2459\n",
      "2460\n",
      "2461\n",
      "2462\n",
      "2463\n",
      "2464\n",
      "2465\n",
      "2466\n",
      "2467\n",
      "2468\n",
      "2469\n",
      "2470\n",
      "2471\n",
      "2472\n",
      "2473\n",
      "2474\n",
      "2475\n",
      "2476\n",
      "2477\n",
      "2478\n",
      "2479\n",
      "2480\n",
      "2481\n",
      "2482\n",
      "2483\n",
      "2484\n",
      "2485\n",
      "2486\n",
      "2487\n",
      "2488\n",
      "2489\n",
      "2490\n",
      "2491\n",
      "2492\n",
      "2493\n",
      "2494\n",
      "2495\n",
      "2496\n",
      "2497\n",
      "2498\n",
      "2499\n",
      "2500\n",
      "2501\n",
      "2502\n",
      "2503\n",
      "2504\n",
      "2505\n",
      "2506\n",
      "2507\n",
      "2508\n",
      "2509\n",
      "2510\n",
      "2511\n",
      "2512\n",
      "2513\n",
      "2514\n",
      "2515\n",
      "2516\n",
      "2517\n",
      "2518\n",
      "2519\n",
      "2520\n",
      "2521\n",
      "2522\n",
      "2523\n",
      "2524\n",
      "2525\n",
      "2526\n",
      "2527\n",
      "2528\n",
      "2529\n",
      "2530\n",
      "2531\n",
      "2532\n",
      "2533\n",
      "2534\n",
      "2535\n",
      "2536\n",
      "2537\n",
      "2538\n",
      "2539\n",
      "2540\n",
      "2541\n",
      "2542\n",
      "2543\n",
      "2544\n",
      "2545\n",
      "2546\n",
      "2547\n",
      "2548\n",
      "2549\n",
      "2550\n",
      "2551\n",
      "2552\n",
      "2553\n",
      "2554\n",
      "2555\n",
      "2556\n",
      "2557\n",
      "2558\n",
      "2559\n",
      "2560\n",
      "2561\n",
      "2562\n",
      "2563\n",
      "2564\n",
      "2565\n",
      "2566\n",
      "2567\n",
      "2568\n",
      "2569\n",
      "2570\n",
      "2571\n",
      "2572\n",
      "2573\n",
      "2574\n",
      "2575\n",
      "2576\n",
      "2577\n",
      "2578\n",
      "2579\n",
      "2580\n",
      "2581\n",
      "2582\n",
      "2583\n",
      "2584\n",
      "2585\n",
      "2586\n",
      "2587\n",
      "2588\n",
      "2589\n",
      "2590\n",
      "2591\n",
      "2592\n",
      "2593\n",
      "2594\n",
      "2595\n",
      "2596\n",
      "2597\n",
      "2598\n",
      "2599\n",
      "2600\n",
      "2601\n",
      "2602\n",
      "2603\n",
      "2604\n",
      "2605\n",
      "2606\n",
      "2607\n",
      "2608\n",
      "2609\n",
      "2610\n",
      "2611\n",
      "2612\n",
      "2613\n",
      "2614\n",
      "2615\n",
      "2616\n",
      "2617\n",
      "2618\n",
      "2619\n",
      "2620\n",
      "2621\n",
      "2622\n",
      "2623\n",
      "2624\n",
      "2625\n",
      "2626\n",
      "2627\n",
      "2628\n",
      "2629\n",
      "2630\n",
      "2631\n",
      "2632\n",
      "2633\n",
      "2634\n",
      "2635\n",
      "2636\n",
      "2637\n",
      "2638\n",
      "2639\n",
      "2640\n",
      "2641\n",
      "2642\n",
      "2643\n",
      "2644\n",
      "2645\n",
      "2646\n",
      "2647\n",
      "2648\n",
      "2649\n",
      "2650\n",
      "2651\n",
      "2652\n",
      "2653\n",
      "2654\n",
      "2655\n",
      "2656\n",
      "2657\n",
      "2658\n",
      "2659\n",
      "2660\n",
      "2661\n",
      "2662\n",
      "2663\n",
      "2664\n",
      "2665\n",
      "2666\n",
      "2667\n",
      "2668\n",
      "2669\n",
      "2670\n",
      "2671\n",
      "2672\n",
      "2673\n",
      "2674\n",
      "2675\n",
      "2676\n",
      "2677\n",
      "2678\n",
      "2679\n",
      "2680\n",
      "2681\n",
      "2682\n",
      "2683\n",
      "2684\n",
      "2685\n",
      "2686\n",
      "2687\n",
      "2688\n",
      "2689\n",
      "2690\n",
      "2691\n",
      "2692\n",
      "2693\n",
      "2694\n",
      "2695\n",
      "2696\n",
      "2697\n",
      "2698\n",
      "2699\n",
      "2700\n",
      "2701\n",
      "2702\n",
      "2703\n",
      "2704\n",
      "2705\n",
      "2706\n",
      "2707\n",
      "2708\n",
      "2709\n",
      "2710\n",
      "2711\n",
      "2712\n",
      "2713\n",
      "2714\n",
      "2715\n",
      "2716\n",
      "2717\n",
      "2718\n",
      "2719\n",
      "2720\n",
      "2721\n",
      "2722\n",
      "2723\n",
      "2724\n",
      "2725\n",
      "2726\n",
      "2727\n",
      "2728\n",
      "2729\n",
      "2730\n",
      "2731\n",
      "2732\n",
      "2733\n",
      "2734\n",
      "2735\n",
      "2736\n",
      "2737\n",
      "2738\n",
      "2739\n",
      "2740\n",
      "2741\n",
      "2742\n",
      "2743\n",
      "2744\n",
      "2745\n",
      "2746\n",
      "2747\n",
      "2748\n",
      "2749\n",
      "2750\n",
      "2751\n",
      "2752\n",
      "2753\n",
      "2754\n",
      "2755\n",
      "2756\n",
      "2757\n",
      "2758\n",
      "2759\n",
      "2760\n",
      "2761\n",
      "2762\n",
      "2763\n",
      "2764\n",
      "2765\n",
      "2766\n",
      "2767\n",
      "2768\n",
      "2769\n",
      "2770\n",
      "2771\n",
      "2772\n",
      "2773\n",
      "2774\n",
      "2775\n",
      "2776\n",
      "2777\n",
      "2778\n",
      "2779\n",
      "2780\n",
      "2781\n",
      "2782\n",
      "2783\n",
      "2784\n",
      "2785\n",
      "2786\n",
      "2787\n",
      "2788\n",
      "2789\n",
      "2790\n",
      "2791\n",
      "2792\n",
      "2793\n",
      "2794\n",
      "2795\n",
      "2796\n",
      "2797\n",
      "2798\n",
      "2799\n",
      "2800\n",
      "2801\n",
      "2802\n",
      "2803\n",
      "2804\n",
      "2805\n",
      "2806\n",
      "2807\n",
      "2808\n",
      "2809\n",
      "2810\n",
      "2811\n",
      "2812\n",
      "2813\n",
      "2814\n",
      "2815\n",
      "2816\n",
      "2817\n",
      "2818\n",
      "2819\n",
      "2820\n",
      "2821\n",
      "2822\n",
      "2823\n",
      "2824\n",
      "2825\n",
      "2826\n",
      "2827\n",
      "2828\n",
      "2829\n",
      "2830\n",
      "2831\n",
      "2832\n",
      "2833\n",
      "2834\n",
      "2835\n",
      "2836\n",
      "2837\n",
      "2838\n",
      "2839\n",
      "2840\n",
      "2841\n",
      "2842\n",
      "2843\n",
      "2844\n",
      "2845\n",
      "2846\n",
      "2847\n",
      "2848\n",
      "2849\n",
      "2850\n",
      "2851\n",
      "2852\n",
      "2853\n",
      "2854\n",
      "2855\n",
      "2856\n",
      "2857\n",
      "2858\n",
      "2859\n",
      "2860\n",
      "2861\n",
      "2862\n",
      "2863\n",
      "2864\n",
      "2865\n",
      "2866\n",
      "2867\n",
      "2868\n",
      "2869\n",
      "2870\n",
      "2871\n",
      "2872\n",
      "2873\n",
      "2874\n",
      "2875\n",
      "2876\n",
      "2877\n",
      "2878\n",
      "2879\n",
      "2880\n",
      "2881\n",
      "2882\n",
      "2883\n",
      "2884\n",
      "2885\n",
      "2886\n",
      "2887\n",
      "2888\n",
      "2889\n",
      "2890\n",
      "2891\n",
      "2892\n",
      "2893\n",
      "2894\n",
      "2895\n",
      "2896\n",
      "2897\n",
      "2898\n",
      "2899\n",
      "2900\n",
      "2901\n",
      "2902\n",
      "2903\n",
      "2904\n",
      "2905\n",
      "2906\n",
      "2907\n",
      "2908\n",
      "2909\n",
      "2910\n",
      "2911\n",
      "2912\n",
      "2913\n",
      "2914\n",
      "2915\n",
      "2916\n",
      "2917\n",
      "2918\n",
      "2919\n",
      "2920\n",
      "2921\n",
      "2922\n",
      "2923\n",
      "2924\n",
      "2925\n",
      "2926\n",
      "2927\n",
      "2928\n",
      "2929\n",
      "2930\n",
      "2931\n",
      "2932\n",
      "2933\n",
      "2934\n",
      "2935\n",
      "2936\n",
      "2937\n",
      "2938\n",
      "2939\n",
      "2940\n",
      "2941\n",
      "2942\n",
      "2943\n",
      "2944\n",
      "2945\n",
      "2946\n",
      "2947\n",
      "2948\n",
      "2949\n",
      "2950\n",
      "2951\n",
      "2952\n",
      "2953\n",
      "2954\n",
      "2955\n",
      "2956\n",
      "2957\n",
      "2958\n",
      "2959\n",
      "2960\n",
      "2961\n",
      "2962\n",
      "2963\n",
      "2964\n",
      "2965\n",
      "2966\n",
      "2967\n",
      "2968\n",
      "2969\n",
      "2970\n",
      "2971\n",
      "2972\n",
      "2973\n",
      "2974\n",
      "2975\n",
      "2976\n",
      "2977\n",
      "2978\n",
      "2979\n",
      "2980\n",
      "2981\n",
      "2982\n",
      "2983\n",
      "2984\n",
      "2985\n",
      "2986\n",
      "2987\n",
      "2988\n",
      "2989\n",
      "2990\n",
      "2991\n",
      "2992\n",
      "2993\n",
      "2994\n",
      "2995\n",
      "2996\n",
      "2997\n",
      "2998\n",
      "2999\n",
      "3000\n",
      "3001\n",
      "3002\n",
      "3003\n",
      "3004\n",
      "3005\n",
      "3006\n",
      "3007\n",
      "3008\n",
      "3009\n",
      "3010\n",
      "3011\n",
      "3012\n",
      "3013\n",
      "3014\n",
      "3015\n",
      "3016\n",
      "3017\n",
      "3018\n",
      "3019\n",
      "3020\n",
      "3021\n",
      "3022\n",
      "3023\n",
      "3024\n",
      "3025\n",
      "3026\n",
      "3027\n",
      "3028\n",
      "3029\n",
      "3030\n",
      "3031\n",
      "3032\n",
      "3033\n",
      "3034\n",
      "3035\n",
      "3036\n",
      "3037\n",
      "3038\n",
      "3039\n",
      "3040\n",
      "3041\n",
      "3042\n",
      "3043\n",
      "3044\n",
      "3045\n",
      "3046\n",
      "3047\n",
      "3048\n",
      "3049\n",
      "3050\n",
      "3051\n",
      "3052\n",
      "3053\n",
      "3054\n",
      "3055\n",
      "3056\n",
      "3057\n",
      "3058\n",
      "3059\n",
      "3060\n",
      "3061\n",
      "3062\n",
      "3063\n",
      "3064\n",
      "3065\n",
      "3066\n",
      "3067\n",
      "3068\n",
      "3069\n",
      "3070\n",
      "3071\n",
      "3072\n",
      "3073\n",
      "3074\n",
      "3075\n",
      "3076\n",
      "3077\n",
      "3078\n",
      "3079\n",
      "3080\n",
      "3081\n",
      "3082\n",
      "3083\n",
      "3084\n",
      "3085\n",
      "3086\n",
      "3087\n",
      "3088\n",
      "3089\n",
      "3090\n",
      "3091\n",
      "3092\n",
      "3093\n",
      "3094\n",
      "3095\n",
      "3096\n",
      "3097\n",
      "3098\n",
      "3099\n",
      "3100\n",
      "3101\n",
      "3102\n",
      "3103\n",
      "3104\n",
      "3105\n",
      "3106\n",
      "3107\n",
      "3108\n",
      "3109\n",
      "3110\n",
      "3111\n",
      "3112\n",
      "3113\n",
      "3114\n",
      "3115\n",
      "3116\n",
      "3117\n",
      "3118\n",
      "3119\n",
      "3120\n",
      "3121\n",
      "3122\n",
      "3123\n",
      "3124\n",
      "3125\n",
      "3126\n",
      "3127\n",
      "3128\n",
      "3129\n",
      "3130\n",
      "3131\n",
      "3132\n",
      "3133\n",
      "3134\n",
      "3135\n",
      "3136\n",
      "3137\n",
      "3138\n",
      "3139\n",
      "3140\n",
      "3141\n",
      "3142\n",
      "3143\n",
      "3144\n",
      "3145\n",
      "3146\n",
      "3147\n",
      "3148\n",
      "3149\n",
      "3150\n",
      "3151\n",
      "3152\n",
      "3153\n",
      "3154\n",
      "3155\n",
      "3156\n",
      "3157\n",
      "3158\n",
      "3159\n",
      "3160\n",
      "3161\n",
      "3162\n",
      "3163\n",
      "3164\n",
      "3165\n",
      "3166\n",
      "3167\n",
      "3168\n",
      "3169\n",
      "3170\n",
      "3171\n",
      "3172\n",
      "3173\n",
      "3174\n",
      "3175\n",
      "3176\n",
      "3177\n",
      "3178\n",
      "3179\n",
      "3180\n",
      "3181\n"
     ]
    }
   ],
   "source": [
    "rosters = pandas.DataFrame(columns = ['team', 'roster'], index = range(len(teamScraped)))\n",
    "\n",
    "for j in range(0, len(teamScraped)):\n",
    "#for j in range(0, 10):\n",
    "    print(j)\n",
    "    roster = pandas.DataFrame({'first':[], 'last':[]})\n",
    "\n",
    "    for i in range(0, len(teamScraped[j]['roster'])):\n",
    "        if teamScraped[j]['roster'][i]['status'] == \"Active\":\n",
    "            person = {'first':teamScraped[j]['roster'][i]['firstname'], 'last':teamScraped[j]['roster'][i]['lastname']}\n",
    "            roster = roster.append(person, ignore_index=True)\n",
    "        if len(roster) >= 7:\n",
    "            break\n",
    "    \n",
    "    rosterTeam = {'team':teamScraped[j]['name'], 'roster':roster}\n",
    "    \n",
    "    rosters.iloc[j] = rosterTeam"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "31\n",
      "51\n",
      "109\n",
      "131\n",
      "139\n",
      "220\n",
      "250\n",
      "454\n",
      "468\n",
      "567\n",
      "675\n",
      "850\n",
      "910\n",
      "944\n",
      "953\n",
      "1004\n",
      "1079\n",
      "1155\n",
      "1190\n",
      "1205\n",
      "1299\n",
      "1305\n",
      "1321\n",
      "1337\n",
      "1346\n",
      "1360\n",
      "1397\n",
      "1471\n",
      "1580\n",
      "1667\n",
      "1695\n",
      "1724\n",
      "1811\n",
      "1855\n",
      "1887\n",
      "1915\n",
      "1923\n",
      "1931\n",
      "1992\n",
      "2004\n",
      "2037\n",
      "2095\n",
      "2164\n",
      "2186\n",
      "2217\n",
      "2219\n",
      "2229\n",
      "2276\n",
      "2301\n",
      "2339\n",
      "2373\n",
      "2412\n",
      "2483\n",
      "2545\n",
      "2693\n",
      "2925\n",
      "2928\n",
      "2929\n",
      "2932\n",
      "2985\n",
      "2986\n",
      "3019\n",
      "3062\n"
     ]
    }
   ],
   "source": [
    "rosters1 = rosters.copy()\n",
    "rosters1 = rosters1.sort_values(by='id')\n",
    "numbers = numpy.arange(3090) + 1\n",
    "\n",
    "missing = []\n",
    "\n",
    "for number in numbers:\n",
    "    if rosters1.index[rosters1['id'] == number].empty:\n",
    "        print(number)\n",
    "        missing.append(number)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 212,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of additions: 63\n",
      "3187\n",
      "200\n",
      "200\n"
     ]
    }
   ],
   "source": [
    "teamScrapedAddition = []\n",
    "\n",
    "print(\"Number of additions: \" + str(len(missing)))\n",
    "\n",
    "#for missingIndex in missing:\n",
    "for missingIndex in range(3187,3188):\n",
    "    print(missingIndex)\n",
    "\n",
    "    url = \"https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams/\" + str(missingIndex) \n",
    "    \n",
    "    response = urllib.request.urlopen(url)\n",
    "    print(response.status)\n",
    "    if response.status != 200:\n",
    "        break\n",
    "        \n",
    "    html_doc = response.read()\n",
    "    response.close()\n",
    "    \n",
    "    teamPage = json.loads(html_doc)\n",
    "    \n",
    "    url = \"https://c03mmwsf5i.execute-api.us-east-2.amazonaws.com/production/api_ranking/teams/\" + str(missingIndex) + \"/roster/\"\n",
    "\n",
    "    response = urllib.request.urlopen(url)\n",
    "    print(response.status)\n",
    "    if response.status != 200:\n",
    "        break\n",
    "        \n",
    "    html_doc = response.read()\n",
    "    response.close()\n",
    "    \n",
    "    rosterPage = json.loads(html_doc)\n",
    "    \n",
    "    teamPage['roster'] = rosterPage\n",
    "    \n",
    "    #teamScrapedAddition = teamScrapedAddition + teamPage\n",
    "    teamScrapedAddition.append(teamPage)\n",
    "    \n",
    "    time.sleep(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'list'>\n",
      "<class 'dict'>\n",
      "<class 'list'>\n",
      "<class 'dict'>\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[{'id': 3187,\n",
       "  'name': 'NJIT',\n",
       "  'tfrrs_id': 'NJ_college_m_New_Jersey_Institute_Technolog',\n",
       "  'top_5_ability_average': 941,\n",
       "  'top_runner': 927,\n",
       "  'fifth_runner': 977,\n",
       "  'sex': 'M',\n",
       "  'roster': [{'id': 9015,\n",
       "    'tfrrs_id': '6428376',\n",
       "    'year_in_school': 'SR',\n",
       "    'firstname': 'Brian',\n",
       "    'lastname': 'McGlew',\n",
       "    'ability': 6.83210750380284,\n",
       "    'ability_std': 0.0064559707058967,\n",
       "    'status': 'Active'},\n",
       "   {'id': 9029,\n",
       "    'tfrrs_id': '6919488',\n",
       "    'year_in_school': 'JR',\n",
       "    'firstname': 'David',\n",
       "    'lastname': 'Essel',\n",
       "    'ability': 6.83308166097826,\n",
       "    'ability_std': 0.00695328657348042,\n",
       "    'status': 'Active'},\n",
       "   {'id': 53691,\n",
       "    'tfrrs_id': '7929458',\n",
       "    'year_in_school': 'FR',\n",
       "    'firstname': 'Anthony',\n",
       "    'lastname': 'Dvorsky',\n",
       "    'ability': 6.83348878328242,\n",
       "    'ability_std': 0.00459611804548302,\n",
       "    'status': 'Active'},\n",
       "   {'id': 9028,\n",
       "    'tfrrs_id': '7366044',\n",
       "    'year_in_school': 'JR',\n",
       "    'firstname': 'Matthew',\n",
       "    'lastname': 'Morena',\n",
       "    'ability': 6.85135084863045,\n",
       "    'ability_std': 0.00577265396659212,\n",
       "    'status': 'Active'},\n",
       "   {'id': 9049,\n",
       "    'tfrrs_id': '6919490',\n",
       "    'year_in_school': 'JR',\n",
       "    'firstname': 'Andrew',\n",
       "    'lastname': 'Shenoda',\n",
       "    'ability': 6.88456325090739,\n",
       "    'ability_std': 0.00671583798266364,\n",
       "    'status': 'Active'},\n",
       "   {'id': 9027,\n",
       "    'tfrrs_id': '7366043',\n",
       "    'year_in_school': 'JR',\n",
       "    'firstname': 'Reyden',\n",
       "    'lastname': 'Davies',\n",
       "    'ability': 6.8902703443585,\n",
       "    'ability_std': 0.0399258159430682,\n",
       "    'status': 'Active'},\n",
       "   {'id': 53699,\n",
       "    'tfrrs_id': '7929459',\n",
       "    'year_in_school': 'FR',\n",
       "    'firstname': 'Andrew',\n",
       "    'lastname': 'Hernandez',\n",
       "    'ability': 6.89204761080563,\n",
       "    'ability_std': 0.0101396699906742,\n",
       "    'status': 'Active'},\n",
       "   {'id': 53694,\n",
       "    'tfrrs_id': '7929457',\n",
       "    'year_in_school': 'FR',\n",
       "    'firstname': 'Joey',\n",
       "    'lastname': 'Mucci',\n",
       "    'ability': 6.90453795297782,\n",
       "    'ability_std': 0.0197401965787681,\n",
       "    'status': 'Active'}]}]"
      ]
     },
     "execution_count": 213,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "print(type(teamScraped))\n",
    "print(type(teamScraped[0]))\n",
    "\n",
    "print(type(teamScrapedAddition))\n",
    "print(type(teamPage))\n",
    "teamScrapedAddition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3245\n",
      "1\n",
      "3247\n"
     ]
    }
   ],
   "source": [
    "print(len(teamScraped))\n",
    "print(len(teamScrapedAddition))\n",
    "#teamScraped5 = teamScraped5 + teamScrapedAddition\n",
    "print(len(teamScraped5))\n",
    "\n",
    "#with open('teamScraped5', 'wb') as results_file:\n",
    "#    pickle.dump(teamScraped5, results_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 234,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cottey College\n",
      "Rockford\n"
     ]
    }
   ],
   "source": [
    "#for i in range(0,len(rosters['team'])):\n",
    "#    if \"Notre\".lower() in rosters['team'][i].lower():\n",
    "#        print(rosters['team'][i])\n",
    "\n",
    "print(teamScraped5[2262]['name'])\n",
    "print(teamScraped5[2792]['name'])\n",
    "\n",
    "#teamScraped5[2262]['name'] = \"Cottey\"\n",
    "#teamScraped5[2792]['name'] = \"Rockford\"\n",
    "\n",
    "#with open('teamScraped5', 'wb') as results_file:\n",
    "#    pickle.dump(teamScraped5, results_file)"
   ]
  }
 ],
 "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": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}