airbnb - v6.ipynb

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      "Total number of potential match:  5472\n",
      "['*City View Studio 3 mins to University and Subway*', 'Entire home', 'Toronto', '$99', '41 reviews', '4.95', ['3 guests', 'Studio', '2 beds', '1 bath', '\\U000f0004\\n41 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  1 units left:  5471\n",
      "['High Floor | Balcony | Fast WiFi | ❤️ of Downtown', 'Entire home', 'Toronto', '$90', '316 reviews', '4.85', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n480 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  2 units left:  5470\n",
      "['Cozy, Private Studio Flat 21 min to downtown by GO', 'Entire home', 'Toronto', None, None, '4.89', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n731 Reviews', '\\U000f1101\\n2 References', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Pool', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  3 units left:  5469\n",
      "['Chic, Modern condo downtown by Scotiabank Arena!', 'Entire home', 'Toronto', '$54', '106 reviews', '4.60', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n548 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  4 units left:  5468\n",
      "['Cozy 1 bedroom apartment (2 beds) close to subway.', 'Entire home', 'Toronto', '$54', '506 reviews', '4.79', ['2 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n506 Reviews', '\\U000f0019\\nVerified'], ['Kitchen', 'Laptop-friendly workspace', 'TV', 'Iron', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5 units left:  5467\n",
      "[None, None, '', None, '372 reviews', None, [], []]\n",
      "units parsed:  6 units left:  5466\n",
      "['Japan Inspired Studio Apartment', 'Entire home', 'Toronto', '$61', '392 reviews', '4.37', ['4 guests', 'Studio', '2 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  7 units left:  5465\n",
      "['LUX, bright 1bedroom, Parkn.gameroom,Jacuzi,netflx', 'Entire home', 'Toronto', '$18', '47 reviews', '4.68', ['5 guests', '1 bedroom', '3 beds', '1 bath', '\\U000f0004\\n193 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Indoor fireplace', 'Wifi', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  8 units left:  5464\n",
      "['Studio Yellow at Downtown Core', 'Entire home', 'Toronto', '$77', '380 reviews', '4.46', ['4 guests', 'Studio', '2 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  9 units left:  5463\n",
      "['Retro 1 bedroom apartment at downtown core', 'Entire home', 'Toronto', '$71', '372 reviews', '4.33', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Air conditioning', 'Dryer', 'Essentials', 'Heating', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  10 units left:  5462\n",
      "['Downtown -- Quiet, Luxury Room', 'Harry is a Superhost', 'Toronto', '$55', '477 reviews', '4.94', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n1858 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Cable TV', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  13 units left:  5459\n",
      "[\"Basement Guest Suite in Toronto's Annex Area\", 'Entire home', 'Toronto', '$85', '90 reviews', '4.92', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n90 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Cable TV', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  14 units left:  5458\n",
      "['Million dollar view!', 'Entire home', 'Toronto', '$79', '380 reviews', '4.77', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n881 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  15 units left:  5457\n",
      "['Downtown Entertainment District! Great City View!', 'Entire home', 'Toronto', '$93', '434 reviews', '4.64', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n648 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Breakfast', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  17 units left:  5455\n",
      "['SUNNY DBL CORKTOWN BREAKFAST, 2 BIKES INCL.', 'Sean is a Superhost', 'Toronto', '$60', '762 reviews', '4.81', ['3 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n762 Reviews', '\\U000f0019\\nVerified'], ['Breakfast', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  18 units left:  5454\n",
      "[\"10% off, Modern, 15' Airport, York uni, Yorkdale\", 'Sofia is a Superhost', 'Toronto', '$19', '91 reviews', '4.82', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n248 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  19 units left:  5453\n",
      "['Room cozy fuzz - Little Italy', 'Sparkling clean', 'Toronto', '$47', '320 reviews', '4.48', ['4 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  21 units left:  5451\n",
      "['TORONTO’s Airbnb unit of the year.', 'Entire home', 'Toronto', '$99', '254 reviews', '4.68', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n254 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  23 units left:  5449\n",
      "['Modern Waterfront Studio in Downtown Toronto', 'Entire home', 'Toronto', '$62', '103 reviews', '4.48', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n548 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  24 units left:  5448\n",
      "['Beautiful condo near Rogers Centre + Free Parking!', 'Entire home', 'Toronto', '$75', '134 reviews', '4.78', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n548 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  26 units left:  5446\n",
      "['Private Downtown Center Room/Clean/Quiet', 'Max is a Superhost', 'Toronto', '$25', '244 reviews', '4.81', ['1 guest', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n722 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  27 units left:  5445\n",
      "['Elegant Modern Condo in Downtown Toronto', 'Entire home', 'Toronto', '$100', '272 reviews', '4.52', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n354 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  28 units left:  5444\n",
      "['Studio RED', 'Entire home', 'Toronto', '$66', '346 reviews', '4.29', ['6 guests', 'Studio', '3 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  30 units left:  5442\n"
     ]
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     "text": [
      "['Luxurious penthouse duplex - Downtown Central', 'Entire home', 'Toronto', '$118', '251 reviews', '4.29', ['8 guests', '1 bedroom', '4 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  31 units left:  5441\n",
      "['Luxury 2bd+2bth in the Heart of Downtown!', 'Entire home', 'Toronto', '$105', '308 reviews', '4.87', ['5 guests', '2 bedrooms', '3 beds', '2 baths', '\\U000f0004\\n308 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  32 units left:  5440\n",
      "['Studio Symmetric', 'Entire home', 'Toronto', '$74', '368 reviews', '4.48', ['6 guests', 'Studio', '3 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  33 units left:  5439\n",
      "['Corky loft with skylight at Downtown Central', 'Entire home', 'Toronto', '$67', '254 reviews', '4.11', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  34 units left:  5438\n",
      "['Slick 1 bedroom loft at Downtown Central', 'Entire home', 'Toronto', '$71', '355 reviews', '4.32', ['6 guests', '1 bedroom', '3 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  35 units left:  5437\n",
      "['Room Fancy Red w/ Private Bath - Downtown Central', 'Sparkling clean', 'Toronto', '$64', '377 reviews', '4.37', ['4 guests', 'Studio', '2 beds', '1 private bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  37 units left:  5435\n",
      "['Beautiful Clean Apartment in Downtown TO', 'Great check-in experience', 'Toronto', '$29', '204 reviews', '4.87', ['1 guest', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n722 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Gym', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  39 units left:  5433\n",
      "['Plant Paradise Loft: Cozy Sunny Dream Space!', 'Entire home', 'Toronto', '$150', '287 reviews', '4.85', ['6 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n350 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  40 units left:  5432\n",
      "['Studio Urban', 'Entire home', 'Toronto', '$74', '266 reviews', '4.37', ['6 guests', 'Studio', '3 beds', '1 bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Air conditioning', 'Essentials', 'Heating', 'Hot water', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  41 units left:  5431\n",
      "['Near CN Tower | Luxury Condo| One bedroom| Lounge', 'Entire home', 'Toronto', '$69', '219 reviews', '4.78', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n349 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  42 units left:  5430\n",
      "['Modern Condo near CN Tower WITH FREE PARKING', 'Entire home', 'Toronto', '$95', '450 reviews', '4.74', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n450 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  45 units left:  5427\n",
      "['The Nook,free parking,steps to GO station & Subway', 'Entire home', 'Toronto', '$50', '183 reviews', '4.84', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n183 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Breakfast', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  46 units left:  5426\n",
      "['Stylish Downtown Lovely Room', 'Sparkling clean', 'Toronto', '$45', '436 reviews', '4.50', ['2 guests', '1 bedroom', '1 bed', '2 shared baths', '\\U000f0004\\n2242 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  49 units left:  5423\n",
      "[\"Couple's Cozy home in downtown Toronto w/ Parking\", 'Entire home', 'Toronto', '$96', '381 reviews', '4.56', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n813 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  50 units left:  5422\n",
      "['Bright, Clean & Tidy!', 'Entire home', 'Toronto', '$95', '393 reviews', '4.72', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n754 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  52 units left:  5420\n",
      "['Enjoy a trendy condo downtown in Yorkville +a view', 'Entire home', 'Toronto', '$56', '78 reviews', '4.53', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n548 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  53 units left:  5419\n",
      "['Downtown hotel style studio w/parking/ 6 ppl max', 'Entire home', 'Toronto', '$40', '259 reviews', '4.34', ['6 guests', '1 bedroom', '3 beds', '1 bath', '\\U000f0004\\n1889 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  54 units left:  5418\n",
      "['Private 1BD/1BR★Subway Nearby★Free Parking★Laundry', 'Entire home', 'Toronto', '$70', '101 reviews', '4.79', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n101 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  55 units left:  5417\n",
      "['Spacious DOWNTOWN 1BR Heart of Queen Street West', 'Entire home', 'Toronto', '$49', '91 reviews', '4.59', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n992 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Cable TV', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  56 units left:  5416\n",
      "['Room Fresh Blue - Little Italy', 'Sparkling clean', 'Toronto', '$39', '238 reviews', '4.35', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  57 units left:  5415\n",
      "['Modern Condo near CN Tower, Scotiabank Arena, Rogers Centre & MTCC with FREE PARKING', 'Entire home', 'Toronto', '$113', '241 reviews', '4.83', ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n812 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  58 units left:  5414\n",
      "['Luxurious Condo w/ Parking, Pool, 3 Beds & Views', 'Entire home', 'Toronto', '$100', '304 reviews', '4.83', ['5 guests', '2 bedrooms', '3 beds', '1 bath', '\\U000f0004\\n412 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  59 units left:  5413\n"
     ]
    },
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     "name": "stdout",
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     "text": [
      "['Cozy Room in a Condo', 'Sparkling clean', 'Toronto', '$26', '176 reviews', '4.67', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n271 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Indoor fireplace', 'Wifi', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  60 units left:  5412\n",
      "['Renovated DOWNTOWN Studio + PATIO Queen Street W', 'Entire home', 'Toronto', '$49', '139 reviews', '4.65', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n992 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  61 units left:  5411\n",
      "['Modern and cute suit Close to Lake ON', 'Entire home', 'Toronto', '$99', '478 reviews', '4.68', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n502 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  63 units left:  5409\n",
      "['Stylish Downtown Cozy Room', 'Great check-in experience', 'Toronto', '$60', '319 reviews', '4.62', ['1 guest', '1 bedroom', '1 bed', '2 shared baths', '\\U000f0004\\n2242 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  64 units left:  5408\n",
      "['Cozy and Hip Home for Rental', 'Entire home', 'Toronto', '$75', '449 reviews', '4.90', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n449 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Indoor fireplace', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  67 units left:  5405\n",
      "['\"7mins to Downtown core\" Downtown', 'Entire home', 'Toronto', '$14', '29 reviews', '4.76', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n73 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Hangers', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  68 units left:  5404\n",
      "['King suite in the heart of downtown Toronto', 'Entire home', 'Toronto', '$109', '183 reviews', '4.70', ['3 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n186 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  70 units left:  5402\n",
      "['Downtown Luxury, Private Bathroom & Own Courtyard', 'Harry is a Superhost', 'Toronto', '$58', '391 reviews', '4.87', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n1858 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Laptop-friendly workspace', 'TV', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  73 units left:  5399\n",
      "['Modern Urban Private Apt #1 TOR neighbourhood', 'Entire home', 'Toronto', '$81', '163 reviews', '4.79', ['3 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n534 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  74 units left:  5398\n",
      "['Downtown Condo', 'Entire home', 'Toronto', '$100', '216 reviews', '4.80', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n288 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  75 units left:  5397\n",
      "['Modern Luxury Corner Suite with Panoramic Views', 'Entire home', 'Toronto', '$134', '373 reviews', '4.92', ['6 guests', '2 bedrooms', '2 beds', '1.5 baths', '\\U000f0004\\n695 Reviews', '\\U000f1101\\n1 Reference', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  77 units left:  5395\n",
      "['Room Snuggy Yellow - Little Italy', 'Sparkling clean', 'Toronto', '$37', '258 reviews', '4.37', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  80 units left:  5392\n",
      "['Spacious 1BR Suite in DOWNTOWN YORKVILLE W/ PATIO', 'Entire home', 'Toronto', '$39', '116 reviews', '4.71', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n992 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  83 units left:  5389\n",
      "['Private separate apartment. Fully stocked kitchen', 'Entire home', 'Toronto', '$70', '186 reviews', '4.74', ['4 guests', 'Studio', '0 beds', '1 bath', '\\U000f0004\\n186 Reviews', '\\U000f0019\\nVerified'], ['Indoor fireplace', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  85 units left:  5387\n",
      "['Top Floor 270• the best view 2BD downtown goal', 'Entire home', 'Toronto', '$169', '286 reviews', '4.83', ['6 guests', '2 bedrooms', '3 beds', '2 baths', '\\U000f0004\\n286 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  86 units left:  5386\n",
      "['CORE DownTown PRIME location @ SCOTIABANK ARENA', 'Entire home', 'Toronto', '$65', '111 reviews', '4.85', ['4 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n289 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  87 units left:  5385\n",
      "['Downtown Toronto - Private Room (NO EXTRA FEES)', 'Sparkling clean', 'Toronto', '$50', '321 reviews', '4.70', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n327 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  91 units left:  5381\n",
      "['**PERFECT** 2 Bedroom Newly Renovated Whole Home', 'Entire home', 'Toronto', '$100', '175 reviews', '4.94', ['6 guests', '2 bedrooms', '3 beds', '1.5 baths', '\\U000f0004\\n175 Reviews', '\\U000f0019\\nVerified'], ['Indoor fireplace', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  93 units left:  5379\n",
      "['Great location, big private bedroom in Korean Town', 'Sparkling clean', 'Toronto', '$52', '277 reviews', '4.88', ['2 guests', '1 bedroom', '1 bed', '1.5 shared baths', '\\U000f0004\\n840 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Hangers', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  94 units left:  5378\n",
      "['PRIVATE Fully-Furnished Bright Basement Apartment!', 'Entire home', 'Toronto', '$53', '121 reviews', '4.46', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n207 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  95 units left:  5377\n",
      "['Room Slick Monochome. - Little Italy', 'Sparkling clean', 'Toronto', '$36', '241 reviews', '4.39', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  96 units left:  5376\n",
      "['Modern Studio with Free Parking', 'Entire home', 'Toronto', '$84', '342 reviews', '4.91', ['3 guests', 'Studio', '2 beds', '1 bath', '\\U000f0004\\n891 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  97 units left:  5375\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Spacious 2 bedroom, Little Portugal', 'Entire home', 'Toronto', '$60', '223 reviews', '4.89', ['5 guests', '2 bedrooms', '3 beds', '2 baths', '\\U000f0004\\n328 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Cable TV', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  101 units left:  5371\n",
      "['Charming Queen St. Apartment', 'Entire home', 'Toronto', '$75', '281 reviews', '4.67', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n578 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Cable TV', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  103 units left:  5369\n",
      "[\"Cozy Bedroom in Toronto's Old Town\", 'Mercedeh is a Superhost', 'Toronto', '$60', '325 reviews', '4.98', ['1 guest', '1 bedroom', '1 bed', '1 private bath', '\\U000f0004\\n325 Reviews'], ['Indoor fireplace', 'Breakfast', 'Wifi', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  104 units left:  5368\n",
      "['Artist Loft', 'Entire home', 'Toronto', '$100', '647 reviews', '4.84', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n647 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  105 units left:  5367\n",
      "['Newly Furnished Condo w/Balcony across CN Tower', 'Entire home', 'Toronto', '$125', '376 reviews', '4.94', ['6 guests', '1 bedroom', '3 beds', '1 bath', '\\U000f0004\\n1052 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  106 units left:  5366\n",
      "['Cozy Downtown Toronto Condo On The Lake Waterfront', 'Entire home', 'Toronto', '$99', '295 reviews', '4.68', ['3 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n295 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  107 units left:  5365\n",
      "[\"10% off, Cozy Room 15' Airport, York uni, Yorkdale\", 'Sofia is a Superhost', 'Toronto', '$19', '83 reviews', '4.72', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n248 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  109 units left:  5363\n",
      "['Gorgeous view Downtown Toronto', 'Entire home', 'Toronto', '$60', '208 reviews', '4.63', ['4 guests', '1 bedroom', '3 beds', '1 bath', '\\U000f0004\\n584 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  110 units left:  5362\n",
      "['An Efficiency Apartment', 'Entire home', 'Toronto', '$35', '59 reviews', '4.88', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n81 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  111 units left:  5361\n",
      "['Newly Renovated Space in Parkdale!', 'Entire home', 'Toronto', '$99', '451 reviews', '4.75', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n591 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Hangers', 'Hair dryer', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  112 units left:  5360\n",
      "['DOWNTOWN TORONTO LAKE VIEW CONDO', 'Entire home', 'Toronto', '$108', '423 reviews', '4.36', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n1232 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  114 units left:  5358\n",
      "['Luxury 2BR Condo Across CN Tower, Union, TIFF/MTCC', 'Entire home', 'Toronto', '$125', '373 reviews', '4.91', ['6 guests', '2 bedrooms', '3 beds', '1 bath', '\\U000f0004\\n1052 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  115 units left:  5357\n",
      "['Newly Renovated Ideally Located Annex Suite', 'Entire home', 'Toronto', '$80', '91 reviews', '4.97', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n91 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Cable TV', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  116 units left:  5356\n",
      "['Affordable stay in Downtown Toronto', 'Great check-in experience', 'Toronto', '$46', '271 reviews', '4.51', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n271 Reviews'], ['Wifi', 'Kitchen', 'Essentials', 'Shampoo', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  117 units left:  5355\n",
      "['Cozy room close to the heart of Toronto', 'Lidia is a Superhost', 'Toronto', '$57', '205 reviews', '4.84', ['1 guest', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n242 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'TV', 'Hangers', 'Hair dryer', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  118 units left:  5354\n",
      "['Bloordale Village Inn 30s to Subway', None, 'Toronto', '$49', '170 reviews', '4.59', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n722 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  119 units left:  5353\n",
      "['Fashion District- King W/Bathurst', 'Entire home', 'Toronto', '$99', '235 reviews', '4.68', ['4 guests', '1 bedroom', '3 beds', '1 bath', '\\U000f0004\\n236 Reviews', '\\U000f1101\\n3 References', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  120 units left:  5352\n",
      "['East Chinatown Toronto Studio Unit', 'Entire home', 'Toronto', '$43', '75 reviews', '4.81', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n261 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  121 units left:  5351\n",
      "['Cozy,Trendy & Private Apartment with Free Parking', 'Entire home', 'Toronto', '$80', '212 reviews', '4.91', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n212 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  122 units left:  5350\n",
      "['Lake Veiw Cozy, Totally Privat Toronto Studio.', 'Entire home', 'Toronto', '$38', '44 reviews', '4.72', ['3 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n650 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  123 units left:  5349\n",
      "['Comfy & Cozy Room', 'Sparkling clean', 'York', '$37', '244 reviews', '4.75', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n605 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  124 units left:  5348\n",
      "['NO Cleaning fee! QueenBed, FreeWifi, Prkng, Brkfst', 'Charlie is a Superhost', 'Toronto', '$49', '299 reviews', '4.90', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n557 Reviews'], ['Free parking on premises', 'Breakfast', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  125 units left:  5347\n",
      "['Comfortable Luxury Condo in the Best Location!', 'Entire home', 'Toronto', '$139', '383 reviews', '4.67', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n384 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  128 units left:  5344\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Perfectly Located by CN Tower & Rogers Centre', 'Entire home', 'Toronto', '$85', '123 reviews', '4.72', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n1557 Reviews', '\\U000f1101\\n2 References', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  129 units left:  5343\n",
      "['Room Cozy Red - Little Italy', 'Sparkling clean', 'Toronto', '$39', '232 reviews', '4.21', ['4 guests', '1 bedroom', '2 beds', '1 shared bath', '\\U000f0004\\n7991 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  131 units left:  5341\n",
      "['(A1)CN Tower, MTCC, ACC, Rogers Center', 'Entire home', 'Toronto', '$94', '138 reviews', '4.78', ['3 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n2117 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  132 units left:  5340\n",
      "['Luxurious Glass Corner in the Heart of King West', 'Entire home', 'Toronto', '$160', '297 reviews', '4.90', ['5 guests', '2 bedrooms', '2 beds', '2 baths', '\\U000f0004\\n2039 Reviews', '\\U000f1101\\n4 References', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  133 units left:  5339\n",
      "['East Downtown Toronto Studio Unit', 'Entire home', 'Toronto', None, None, '4.68', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n261 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  134 units left:  5338\n",
      "['2 BDR at popular Cityplace, Steps from Rogers Ctr', 'Entire home', 'Toronto', '$89', '273 reviews', '4.58', ['5 guests', '2 bedrooms', '2 beds', '1 bath', '\\U000f0004\\n317 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5378 units left:  94\n",
      "['!COZY ROOM IN THE ATTIC IN GREAT, QUIET&SAFE AREA', None, 'Toronto', None, None, '4.69', ['1 guest', '1 bedroom', '1 bed', '1.5 shared baths', '\\U000f0004\\n632 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'Iron', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5379 units left:  93\n",
      "['Private Room in Downtown Toronto RM3', 'Graeme is a Superhost', 'Toronto', '$45', '232 reviews', '4.78', ['1 guest', '1 bedroom', '1 bed', '1.5 shared baths', '\\U000f0004\\n932 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Dryer', 'Washer', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5381 units left:  91\n",
      "['Bright and Spacious Suite - Close to Yorkdale', 'Entire home', 'Toronto', '$76', '69 reviews', '4.86', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n69 Reviews'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5382 units left:  90\n",
      "['3 beds @ Kensington w. free parking', 'Entire home', 'Toronto', None, None, None, ['4 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n896 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5402 units left:  70\n",
      "['A beautiful, furnished, one bedroom', None, 'Toronto', '$45', '194 reviews', '4.43', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n204 Reviews'], ['Wifi', 'Kitchen', 'Laptop-friendly workspace', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5403 units left:  69\n",
      "['Cozy self contained unit - Downtown Toronto', 'Entire home', 'Toronto', '$60', '130 reviews', '4.91', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n130 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5404 units left:  68\n",
      "['Unique Studio with Sauna', 'Entire home', 'Toronto', '$89', '341 reviews', '4.89', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n636 Reviews', '\\U000f1101\\n1 Reference', '\\U000f0019\\nVerified'], ['Wifi', 'Laptop-friendly workspace', 'Iron', 'Hangers', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5405 units left:  67\n",
      "['Luxury Stay @ the ❤️ of Toronto', 'Entire home', 'Toronto', '$117', '150 reviews', '4.80', ['2 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n154 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Gym', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5407 units left:  65\n",
      "['Room Lovely - midtown', 'Sparkling clean', 'Toronto', '$29', '121 reviews', '4.32', ['2 guests', '1 bedroom', '1 bed', '1.5 shared baths', '\\U000f0004\\n796 Reviews', '\\U000f0019\\nVerified'], ['Wifi', 'Kitchen', 'Iron', 'Hangers', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5409 units left:  63\n",
      "['Wow! Lovely Brand new Entire space in midtown', 'Entire home', 'Toronto', '$99', '189 reviews', '4.86', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n322 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Kitchen', 'Cable TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5410 units left:  62\n",
      "['Simple and affordable room (MAX 30 days booking )', None, 'Toronto', '$19', '175 reviews', '4.79', ['1 guest', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n175 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Wifi', 'Cable TV', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5412 units left:  60\n",
      "['Financial District Executive Suite(1 Free Parking)', 'Entire home', 'Toronto', '$97', '196 reviews', '4.38', ['7 guests', '2 bedrooms', '2 beds', '1 bath', '\\U000f0004\\n459 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5413 units left:  59\n",
      "['Private Room in a stunning lake view location', 'Brian is a Superhost', 'Toronto', '$85', '93 reviews', '4.78', ['1 guest', '1 bedroom', '1 bed', '1 private bath', '\\U000f0004\\n93 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Hot tub', 'Gym', 'Unavailable: Carbon monoxide detector\\nCarbon monoxide detector', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5414 units left:  58\n",
      "['Luxury 1B Condo walk to ACC/Rogers', 'Entire home', 'Toronto', '$80', '248 reviews', '4.78', ['3 guests', '1 bedroom', '2 beds', '1 bath', '\\U000f0004\\n1118 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'TV', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5415 units left:  57\n",
      "['Location & Luxury!', 'Entire home', 'Toronto', '$85', '152 reviews', '4.86', ['2 guests', 'Studio', '1 bed', '1 bath', '\\U000f0004\\n163 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5419 units left:  53\n",
      "['Private Room at UNION & LAKESHORE', 'Sparkling clean', 'Toronto', None, None, '4.86', ['2 guests', '1 bedroom', '1 bed', '1 shared bath', '\\U000f0004\\n216 Reviews', '\\U000f0019\\nVerified'], ['Elevator', 'Breakfast', 'Wifi', 'Laptop-friendly workspace', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5420 units left:  52\n",
      "['Private hotel room-No Cleaning fee! Free breakfast', 'Sparkling clean', 'Toronto', None, None, None, ['2 guests', '1 bedroom', '1 bed', '1 private bath'], []]\n",
      "units parsed:  5421 units left:  51\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Modern Chic Suite by CN Tower with City View', 'Entire home', 'Toronto', '$100', '101 reviews', '4.64', ['3 guests', '1 bedroom', '1 bed', '1 bath', '\\U000f0004\\n1565 Reviews', '\\U000f1101\\n2 References', '\\U000f0019\\nVerified'], ['Elevator', 'Wifi', 'Kitchen', 'Hot tub', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5428 units left:  44\n",
      "['3 BDRM, 2 Bathroom Suite with Parking', 'Entire home', 'Toronto', None, None, '4.73', ['8 guests', '3 bedrooms', '4 beds', '2 baths', '\\U000f0004\\n163 Reviews', '\\U000f0019\\nVerified'], ['Free parking on premises', 'Elevator', 'Wifi', 'Kitchen', 'All hosts must meet our requirements and maintain a high overall rating.']]\n",
      "units parsed:  5430 units left:  42\n"
     ]
    }
   ],
   "source": [
    "from selenium import webdriver\n",
    "from selenium.webdriver.common.by import By\n",
    "from selenium.webdriver.support.ui import WebDriverWait\n",
    "from selenium.webdriver.support import expected_conditions as EC\n",
    "import time # for sleep time\n",
    "import csv\n",
    "import re\n",
    "import functools\n",
    "import datetime #for csv file title\n",
    "from bs4 import BeautifulSoup as bs\n",
    "import requests\n",
    "\n",
    "house_title_list = []\n",
    "\n",
    "driver = webdriver.Chrome(r'/Users/mohamedsellamia/airbnb/chromedriver')\n",
    "\n",
    "\n",
    "now = datetime.datetime.now() #for csv file title\n",
    "\n",
    "#For csv file names\n",
    "def reduce_concat(x, sep=\"\"):\n",
    "    return functools.reduce(lambda x, y: str(x) + sep + str(y), x)\n",
    "\n",
    "def paste(*lists, sep=\" \", collapse=None):\n",
    "    result = map(lambda x: reduce_concat(x, sep=sep), zip(*lists))\n",
    "    if collapse is not None:\n",
    "        return reduce_concat(result, sep=collapse)\n",
    "    return list(result)\n",
    "\n",
    "#Open CSV Writer\n",
    "filename = paste(['airBnb_To'], [now.year], ['-'], [now.month], ['-'], [now.day],['.csv'], sep='')\n",
    "filename = ''.join(filename)\n",
    "csv_file = open(filename, 'w', encoding='utf-8',newline = '')\n",
    "writer = csv.writer(csv_file)\n",
    "\n",
    "index = 1\n",
    "\n",
    "house_all_links = []\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "items_offset = 1\n",
    "for adults in range (1, 20):\n",
    "    for items_offset in range (1, 289):\n",
    "        link = \"https://www.airbnb.com/s/Toronto--ON--Canada/homes?refinement_paths%5B%5D=%2Fhomes&current_tab_id=home_tab&selected_tab_id=home_tab&search_type=pagination&place_id=ChIJpTvG15DL1IkRd8S0KlBVNTI&screen_size=large&hide_dates_and_guests_filters=false&s_tag=sTnSJbXh&section_offset=4&items_offset=\"+str(items_offset)+\"&adults=\"+str(adults)\n",
    "        house_all_links.append(link)\n",
    "        \n",
    "print(\"Total number of potential match: \", len(house_all_links))\n",
    "\n",
    "done = 1\n",
    "for link in house_all_links: \n",
    "\n",
    "    page = requests.get(link)\n",
    "    soup = bs(page.text, \"lxml\")\n",
    "    match = soup.find_all('a', href=True)\n",
    "    link_list = []\n",
    "    for i in match:\n",
    "        link = i[\"href\"]\n",
    "        link_list.append(link)  \n",
    "    for url in link_list[2:3]:\n",
    "        url = (\"https://www.airbnb.ca\"+str(url))\n",
    "        airbnb_dict = {}\n",
    "        driver.get(url)\n",
    "        time.sleep(7)\n",
    "\n",
    "        try:\n",
    "            house_title = driver.find_element_by_xpath('//h1/span[@class=\"_18hrqvin\"]').text\n",
    "        except:\n",
    "            house_title = None\n",
    "        try:\n",
    "            house_type =  driver.find_element_by_xpath('//*[@id=\"room\"]/div[2]/div/div[2]/div[1]/div/div[3]/div/div/div/div[3]/div/div[2]/div[1]/span').text\n",
    "        except:\n",
    "            house_type = None\n",
    "        try:\n",
    "            house_location =  driver.find_element_by_xpath('//div[@class=\"_czm8crp\"]').text\n",
    "        except:\n",
    "            house_location = None\n",
    "\n",
    "        try:\n",
    "            price = driver.find_element_by_xpath('//span/span[@class=\"_doc79r\"]').text\n",
    "        except:\n",
    "            price = None        \n",
    "\n",
    "        try:\n",
    "            no_of_reviews = driver.find_element_by_xpath('//div[@class=\"_14hveccc\"]').text\n",
    "        except:\n",
    "            no_of_reviews = None  \n",
    "\n",
    "        try:\n",
    "            rating = driver.find_element_by_xpath('//div[@class=\"_10za72m2\"]').text\n",
    "\n",
    "        except:\n",
    "            rating = None\n",
    "\n",
    "        try:\n",
    "            max_occupancy = driver.find_elements_by_xpath('//div/div[@class=\"_36rlri\"]/div[@class=\"_czm8crp\"]')\n",
    "            house_detail = [detail.text for detail in max_occupancy ]\n",
    "\n",
    "        except:\n",
    "\n",
    "            house_detail = None\n",
    "            \n",
    "        try:\n",
    "            amenities = driver.find_elements_by_xpath('//*[@id=\"amenities\"]//div[@class =\"_czm8crp\"]')\n",
    "            amenity_detail = [amenity.text for amenity in amenities]\n",
    "\n",
    "        except:\n",
    "\n",
    "            house_detail = None\n",
    "        if house_title not in house_title_list:\n",
    "            house_title_list.append(house_title)\n",
    "            print ([house_title, house_type, house_location, price, no_of_reviews, rating, house_detail,amenity_detail])\n",
    "            \n",
    "            airbnb_dict['house_title'] = house_title\n",
    "            airbnb_dict['house_type'] = house_type\n",
    "            airbnb_dict['house_locatione'] = house_location\n",
    "            airbnb_dict['price'] = price\n",
    "            airbnb_dict['no_of_reviews'] = no_of_reviews\n",
    "            airbnb_dict['rating'] = rating\n",
    "            airbnb_dict['house_detail'] = house_detail\n",
    "            airbnb_dict['amenity_detail'] = amenity_detail\n",
    "            writer.writerow(airbnb_dict.values())\n",
    "            \n",
    "            print (\"units parsed: \", done, \"units left: \", len(house_all_links) - done)\n",
    "        \n",
    "    done = done + 1\n",
    "    \n",
    "csv_file.close()\n",
    "driver.close()\n"
   ]
  },
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