duplicates.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import Counter\n",
    "from itertools import chain\n",
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "access_token = '&access_token=37d4400d9157c0d7b0237e5a5568d9af41272462'  # access\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_all_segment_ids():\n",
    "    segments_explore = 'https://www.strava.com/api/v3/segments/explore?'\n",
    "    bounds = '&bounds=40.771394267343176, 26.488085546875027, 41.598195829044954, 31.607714453125027'  # istanbul\n",
    "    endpoint = segments_explore + bounds + access_token\n",
    "    segments_resp = requests.get(endpoint).json()\n",
    "    return [s['id'] for s in segments_resp['segments']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_segment_leaders(seg_id):\n",
    "    leader_board = 'https://www.strava.com/api/v3/segments/'\n",
    "    query = '/leaderboard?&per_page=50'\n",
    "    endpoint = leader_board + str(seg_id) + query + access_token\n",
    "    resp = requests.get(endpoint).json()\n",
    "    # same atlhlete might come up multiple times in same segment\n",
    "    return set(e['athlete_name'] for e in resp['entries'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "segment_count_per_biker = Counter(\n",
    "    segment_leader\n",
    "    for segment_id in get_all_segment_ids()\n",
    "    for segment_leader in get_segment_leaders(segment_id)).items()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Emre E.',\n",
       " 'Arzu S.',\n",
       " 'Burak K.',\n",
       " 'Mustafa Ç.',\n",
       " 'Gökhan K.',\n",
       " 'Ulaş A.',\n",
       " 'Tufan S.',\n",
       " 'Kerim  B.',\n",
       " 'Baris G.',\n",
       " 'Svarte D.',\n",
       " 'Sinan Y.',\n",
       " 'Faruk Ç.',\n",
       " 'İlker K.',\n",
       " 'Efe M. B.',\n",
       " 'Hüseyin O.',\n",
       " 'Erkan S.',\n",
       " 'Murat K.',\n",
       " 'Kagan Y.',\n",
       " 'Ömer G.',\n",
       " 'Zafer K.',\n",
       " 'Sinan K.',\n",
       " 'Refikcan K.',\n",
       " 'Özhan A.',\n",
       " 'Can A.',\n",
       " 'Görkem G.',\n",
       " 'Andaç U.',\n",
       " 'Özgür N.',\n",
       " 'Hüseyin K.',\n",
       " 'Emir  T.',\n",
       " 'Seyit Süslü/ D.',\n",
       " 'Tolga Z.',\n",
       " 'Zafer Y.',\n",
       " 'Mert B.',\n",
       " 'Guclu G.',\n",
       " 'Salurhan  /.',\n",
       " 'Grand Marshal |.',\n",
       " 'N. Talha Ö.',\n",
       " 'Tarık Kutan K.',\n",
       " 'Volkan A.',\n",
       " 'Alptekin B.',\n",
       " 'Ali D.',\n",
       " 'Tuna T.',\n",
       " 'Gökhan D.',\n",
       " 'Melih Ö.',\n",
       " 'Cem K.',\n",
       " 'Uğur |.',\n",
       " 'Bora T.',\n",
       " 'Midousuji A.',\n",
       " 'Mustafa Doğan T.',\n",
       " 'Hakan Arakita Y.',\n",
       " 'TengİrŞek 🇨.',\n",
       " 'Turgay Ö.',\n",
       " 'Berkay F.',\n",
       " 'Aytekin E.',\n",
       " 'Red Tige R M.',\n",
       " 'Numan K.',\n",
       " 'Volkan K.',\n",
       " 'Gurkan O.',\n",
       " 'Fatih A.',\n",
       " '♨️ Adonis ♨.',\n",
       " 'Erkan O.',\n",
       " 'Adnan Ç.',\n",
       " 'Irfan T.',\n",
       " 'Humphry H.',\n",
       " 'Soner K.',\n",
       " 'Ozkan A.',\n",
       " 'Doğuhan G.',\n",
       " 'Ömer Furkan K.',\n",
       " 'Ömer D.',\n",
       " 'Ali K.',\n",
       " 'Mete Or ♂.',\n",
       " 'Can  S.',\n",
       " 'Onat K.',\n",
       " 'Mutlu E.',\n",
       " 'Huseyin S.',\n",
       " 'Ahmet E.',\n",
       " 'Alkan A.',\n",
       " 'İsmail D.',\n",
       " 'Ertuğrul D.',\n",
       " 'Sabih B.',\n",
       " 'özcan Y.',\n",
       " 'Ozan M.',\n",
       " 'Berker A.',\n",
       " 'Volkan Ö.',\n",
       " 'Sefa C.',\n",
       " 'Alper K.',\n",
       " 'Hakan T.',\n",
       " 'Furkan E.',\n",
       " 'Ufuk Y.',\n",
       " 'Alper G.',\n",
       " 'ErcanÖzkaya (.',\n",
       " 'Avichai G.',\n",
       " 'Murat G.',\n",
       " 'Furkan D.',\n",
       " 'Ömer A.',\n",
       " 'Serkan B.']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "duplicate_bikers = [name for name, count in segment_count_per_biker if count > 1]\n",
    "duplicate_bikers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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