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왓챠 json구조 분석

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In [1]:



    


import requests
import json
import pandas as pd



    











In [2]:



    


response = requests.get("https://watcha.net/v2/users/jXaIHl0ZtdYZ/movies.json?filter%5Bsorting%5D=time&page=1")



    











In [3]:



    


watcha_dict = json.loads(response.text)
watcha_dict



    


















    
Out[3]:








{u'cards': [{u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'ml38m7',
      u'd_day': 74,
      u'description': None,
      u'eval_count': 44639,
      u'filmrate': u'15\uc138 \uad00\ub78c\uac00',
      u'main_genre': u'\ub4dc\ub77c\ub9c8',
      u'nation': u'\ubbf8\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'ml38m7',
       u'content_title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
       u'rating': 4.0,
       u'updated_at': u'2016-03-25T06:12:19Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/aaeef612dc96b49ce08d.jpg?1459141253',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/aaeef612dc96b49ce08d.jpg?1459141253',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/aaeef612dc96b49ce08d.jpg?1459141253',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/aaeef612dc96b49ce08d.jpg?1459141253',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/aaeef612dc96b49ce08d.jpg?1459141253'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 156,
      u'running_time_str': u'2\uc2dc\uac04 36\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-e6e577e17ea6f4edb05c.jpg?1458095910',
      u'title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
      u'title_url': u'the-revenant-2015',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'ml38m7',
        u'content_title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
        u'rating': 4.0,
        u'updated_at': u'2016-03-25T06:12:19Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 3.77914,
      u'year': 2015},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'mrbgco',
      u'd_day': 86,
      u'description': None,
      u'eval_count': 28324,
      u'filmrate': u'12\uc138 \uad00\ub78c\uac00',
      u'main_genre': u'\ubc94\uc8c4',
      u'nation': u'\ubbf8\uad6d, \uc601\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'mrbgco',
       u'content_title': u'\uc15c\ub85d: \uc720\ub839\uc2e0\ubd80',
       u'rating': 3.0,
       u'updated_at': u'2016-03-25T06:12:17Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/c6ffdf51e98a1dc1d9a0.jpg?1459116050'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 115,
      u'running_time_str': u'1\uc2dc\uac04 55\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-0ed647aafc26dcb1f18e.jpg?1453817524',
      u'title': u'\uc15c\ub85d: \uc720\ub839\uc2e0\ubd80',
      u'title_url': u'syeolrog-0',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'mrbgco',
        u'content_title': u'\uc15c\ub85d: \uc720\ub839\uc2e0\ubd80',
        u'rating': 3.0,
        u'updated_at': u'2016-03-25T06:12:17Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 3.44122,
      u'year': 2015},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'me8chg',
      u'd_day': 40,
      u'description': None,
      u'eval_count': 49440,
      u'filmrate': u'\uc804\uccb4 \uad00\ub78c\uac00',
      u'main_genre': u'\uc560\ub2c8\uba54\uc774\uc158',
      u'nation': u'\ubbf8\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'me8chg',
       u'content_title': u'\uc8fc\ud1a0\ud53c\uc544',
       u'rating': 4.0,
       u'updated_at': u'2016-03-25T06:12:02Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/57c70465a2cd03629b6c.jpg?1459115919',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/57c70465a2cd03629b6c.jpg?1459115919',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/57c70465a2cd03629b6c.jpg?1459115919',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/57c70465a2cd03629b6c.jpg?1459115919',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/57c70465a2cd03629b6c.jpg?1459115919'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 108,
      u'running_time_str': u'1\uc2dc\uac04 48\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-c0f876f9d5db3f6a1720.jpg?1458095554',
      u'title': u'\uc8fc\ud1a0\ud53c\uc544',
      u'title_url': u'zootopia-2016',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'me8chg',
        u'content_title': u'\uc8fc\ud1a0\ud53c\uc544',
        u'rating': 4.0,
        u'updated_at': u'2016-03-25T06:12:02Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 4.32738,
      u'year': 2016},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'mnp3sa',
      u'd_day': 33,
      u'description': None,
      u'eval_count': 19527,
      u'filmrate': u'15\uc138 \uad00\ub78c\uac00',
      u'main_genre': u'\ub4dc\ub77c\ub9c8',
      u'nation': u'\ubbf8\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'mnp3sa',
       u'content_title': u'\uc2a4\ud3ec\ud2b8\ub77c\uc774\ud2b8',
       u'rating': 3.5,
       u'updated_at': u'2016-03-02T01:29:34Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/3b2b961e07670a7d8b01.jpg?1459141245',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/3b2b961e07670a7d8b01.jpg?1459141245',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/3b2b961e07670a7d8b01.jpg?1459141245',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/3b2b961e07670a7d8b01.jpg?1459141245',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/3b2b961e07670a7d8b01.jpg?1459141245'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 128,
      u'running_time_str': u'2\uc2dc\uac04 8\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-e06ad83eccfec1c4f6c7.jpg?1458791609',
      u'title': u'\uc2a4\ud3ec\ud2b8\ub77c\uc774\ud2b8',
      u'title_url': u'spotlight-2015',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'mnp3sa',
        u'content_title': u'\uc2a4\ud3ec\ud2b8\ub77c\uc774\ud2b8',
        u'rating': 3.5,
        u'updated_at': u'2016-03-02T01:29:34Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 4.19985,
      u'year': 2015},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'mizwpr',
      u'd_day': 767,
      u'description': None,
      u'eval_count': 59382,
      u'filmrate': u'15\uc138 \uad00\ub78c\uac00',
      u'main_genre': u'\ub4dc\ub77c\ub9c8',
      u'nation': u'\ud55c\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'mizwpr',
       u'content_title': u'\ucc0c\ub77c\uc2dc : \uc704\ud5d8\ud55c \uc18c\ubb38',
       u'rating': 2.5,
       u'updated_at': u'2016-03-02T01:28:40Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/5db7fe95b5a8ad059200.jpg?1459114987',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/5db7fe95b5a8ad059200.jpg?1459114987',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/5db7fe95b5a8ad059200.jpg?1459114987',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/5db7fe95b5a8ad059200.jpg?1459114987',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/5db7fe95b5a8ad059200.jpg?1459114987'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 121,
      u'running_time_str': u'2\uc2dc\uac04 1\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/mizwpr-808f5dd0809090bac8e4.jpg?1454206535',
      u'title': u'\ucc0c\ub77c\uc2dc : \uc704\ud5d8\ud55c \uc18c\ubb38',
      u'title_url': u'wiheomhan-somun-jjirasi-2013',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'mizwpr',
        u'content_title': u'\ucc0c\ub77c\uc2dc : \uc704\ud5d8\ud55c \uc18c\ubb38',
        u'rating': 2.5,
        u'updated_at': u'2016-03-02T01:28:40Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 2.99244,
      u'year': 2013},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'mkrc6e',
      u'd_day': 1041,
      u'description': None,
      u'eval_count': 67161,
      u'filmrate': u'\uccad\uc18c\ub144 \uad00\ub78c\ubd88\uac00',
      u'main_genre': u'\ub85c\ub9e8\uc2a4/\uba5c\ub85c',
      u'nation': u'\ubbf8\uad6d',
      u'owner_action': {u'comment': None,
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       u'content_code': u'my1nf4',
       u'content_title': u'\ub8e8\uc2dc',
       u'rating': 3.0,
       u'updated_at': u'2016-03-02T01:22:38Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/ce69ed46c9efb6a47c1d.jpg?1459028429',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/ce69ed46c9efb6a47c1d.jpg?1459028429',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/ce69ed46c9efb6a47c1d.jpg?1459028429',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/ce69ed46c9efb6a47c1d.jpg?1459028429',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/ce69ed46c9efb6a47c1d.jpg?1459028429'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 90,
      u'running_time_str': u'1\uc2dc\uac04 30\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/my1nf4-a40d077c5f523c89cd22.jpg?1435260929',
      u'title': u'\ub8e8\uc2dc',
      u'title_url': u'lucy-2014',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'my1nf4',
        u'content_title': u'\ub8e8\uc2dc',
        u'rating': 3.0,
        u'updated_at': u'2016-03-02T01:22:38Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 3.10579,
      u'year': 2014},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'mjoctb',
      u'd_day': 2910,
      u'description': None,
      u'eval_count': 128676,
      u'filmrate': u'12\uc138 \uad00\ub78c\uac00',
      u'main_genre': u'\ub4dc\ub77c\ub9c8',
      u'nation': u'\ubbf8\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'mjoctb',
       u'content_title': u'\ubc84\ud0b7 \ub9ac\uc2a4\ud2b8 - \uc8fd\uae30 \uc804\uc5d0 \uaf2d \ud558\uace0 \uc2f6\uc740 \uac83\ub4e4',
       u'rating': 3.5,
       u'updated_at': u'2016-03-02T01:22:21Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/f295a1584bc57d7fb778.jpg?1458506408',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/f295a1584bc57d7fb778.jpg?1458506408',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/f295a1584bc57d7fb778.jpg?1458506408',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/f295a1584bc57d7fb778.jpg?1458506408',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/f295a1584bc57d7fb778.jpg?1458506408'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 96,
      u'running_time_str': u'1\uc2dc\uac04 36\ubd84',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/mjoctb-0496c1264d50e272d0c9.jpg?1435246965',
      u'title': u'\ubc84\ud0b7 \ub9ac\uc2a4\ud2b8 - \uc8fd\uae30 \uc804\uc5d0 \uaf2d \ud558\uace0 \uc2f6\uc740 \uac83\ub4e4',
      u'title_url': u'the-bucket-list-2007',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'mjoctb',
        u'content_title': u'\ubc84\ud0b7 \ub9ac\uc2a4\ud2b8 - \uc8fd\uae30 \uc804\uc5d0 \uaf2d \ud558\uace0 \uc2f6\uc740 \uac83\ub4e4',
        u'rating': 3.5,
        u'updated_at': u'2016-03-02T01:22:21Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 3.94118,
      u'year': 2007},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False},
  {u'card_type': u'BASE',
   u'items': [{u'item': {u'code': u'm4g420',
      u'd_day': 5281,
      u'description': None,
      u'eval_count': 133311,
      u'filmrate': u'15\uc138 \uad00\ub78c\uac00',
      u'main_genre': u'\ucf54\ubbf8\ub514',
      u'nation': u'\ud55c\uad6d',
      u'owner_action': {u'comment': None,
       u'content_code': u'm4g420',
       u'content_title': u'\ud0ac\ub7ec\ub4e4\uc758 \uc218\ub2e4',
       u'rating': 3.5,
       u'updated_at': u'2016-03-02T01:21:59Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}},
      u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/2e905832571334cf303e.jpg?1459110774',
       u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/2e905832571334cf303e.jpg?1459110774',
       u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/2e905832571334cf303e.jpg?1459110774',
       u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/2e905832571334cf303e.jpg?1459110774',
       u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/2e905832571334cf303e.jpg?1459110774'},
      u'predicted_ratings': None,
      u're_released': False,
      u'ref_args': None,
      u'running_time': 120,
      u'running_time_str': u'2\uc2dc\uac04 ',
      u'show_eval': True,
      u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/m4g420-c7c1e5f9663d5813a34f.jpg?1452864323',
      u'title': u'\ud0ac\ub7ec\ub4e4\uc758 \uc218\ub2e4',
      u'title_url': u'guns-and-talks-2001',
      u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
        u'content_code': u'm4g420',
        u'content_title': u'\ud0ac\ub7ec\ub4e4\uc758 \uc218\ub2e4',
        u'rating': 3.5,
        u'updated_at': u'2016-03-02T01:21:59Z',
        u'user': {u'bio': u'',
         u'code': u'jXaIHl0ZtdYZ',
         u'created_at': u'2013-11-27T03:02:47+09:00',
         u'is_follower': None,
         u'is_friend': None,
         u'is_official_account': False,
         u'is_partner': False,
         u'name': u'\ubc15\uc7ac\uadfc',
         u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
          u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
         u'privacy_level': u'all'}}},
      u'watcha_rating': 3.36434,
      u'year': 2001},
     u'item_type': u'BASE_MOVIE'}],
   u'merge': False}],
 u'next_page': 2,
 u'set_filter': {u'sorting': u'time'}}

















In [4]:



    


watcha_dict.keys()



    


















    
Out[4]:








[u'cards', u'next_page', u'set_filter']

'cards'안에 원하는 정보존재

  • 24개의 영화정보 존재




In [5]:



    


watcha_list = watcha_dict.get('cards')

print(len(watcha_list))

watcha_list



    


















    






24










    
Out[5]:








[{u'card_type': u'BASE',
  u'items': [{u'item': {u'code': u'ml38m7',
     u'd_day': 74,
     u'description': None,
     u'eval_count': 44639,
     u'filmrate': u'15\uc138 \uad00\ub78c\uac00',
     u'main_genre': u'\ub4dc\ub77c\ub9c8',
     u'nation': u'\ubbf8\uad6d',
     u'owner_action': {u'comment': None,
      u'content_code': u'ml38m7',
      u'content_title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
      u'rating': 4.0,
      u'updated_at': u'2016-03-25T06:12:19Z',
      u'user': {u'bio': u'',
       u'code': u'jXaIHl0ZtdYZ',
       u'created_at': u'2013-11-27T03:02:47+09:00',
       u'is_follower': None,
       u'is_friend': None,
       u'is_official_account': False,
       u'is_partner': False,
       u'name': u'\ubc15\uc7ac\uadfc',
       u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
        u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
        u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
       u'privacy_level': u'all'}},
     u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/aaeef612dc96b49ce08d.jpg?1459141253',
      u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/aaeef612dc96b49ce08d.jpg?1459141253',
      u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/aaeef612dc96b49ce08d.jpg?1459141253',
      u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/aaeef612dc96b49ce08d.jpg?1459141253',
      u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/aaeef612dc96b49ce08d.jpg?1459141253'},
     u'predicted_ratings': None,
     u're_released': False,
     u'ref_args': None,
     u'running_time': 156,
     u'running_time_str': u'2\uc2dc\uac04 36\ubd84',
     u'show_eval': True,
     u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-e6e577e17ea6f4edb05c.jpg?1458095910',
     u'title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
     u'title_url': u'the-revenant-2015',
     u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
       u'content_code': u'ml38m7',
       u'content_title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
       u'rating': 4.0,
       u'updated_at': u'2016-03-25T06:12:19Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}}},
     u'watcha_rating': 3.77914,
     u'year': 2015},
    u'item_type': u'BASE_MOVIE'}],
  u'merge': False},
 {u'card_type': u'BASE',
  u'items': [{u'item': {u'code': u'mrbgco',
     u'd_day': 86,
     u'description': None,
     u'eval_count': 28324,
     u'filmrate': u'12\uc138 \uad00\ub78c\uac00',
     u'main_genre': u'\ubc94\uc8c4',
     u'nation': u'\ubbf8\uad6d, \uc601\uad6d',
     u'owner_action': {u'comment': None,
      u'content_code': u'mrbgco',
      u'content_title': u'\uc15c\ub85d: \uc720\ub839\uc2e0\ubd80',
      u'rating': 3.0,
      u'updated_at': u'2016-03-25T06:12:17Z',
      u'user': {u'bio': u'',
       u'code': u'jXaIHl0ZtdYZ',
       u'created_at': u'2013-11-27T03:02:47+09:00',
       u'is_follower': None,
       u'is_friend': None,
       u'is_official_account': False,
       u'is_partner': False,
       u'name': u'\ubc15\uc7ac\uadfc',
       u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
        u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
        u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
       u'privacy_level': u'all'}},
     u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
      u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
      u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
      u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/c6ffdf51e98a1dc1d9a0.jpg?1459116050',
      u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/c6ffdf51e98a1dc1d9a0.jpg?1459116050'},
     u'predicted_ratings': None,
     u're_released': False,
     u'ref_args': None,
     u'running_time': 115,
     u'running_time_str': u'1\uc2dc\uac04 55\ubd84',
     u'show_eval': True,
     u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-0ed647aafc26dcb1f18e.jpg?1453817524',
     u'title': u'\uc15c\ub85d: \uc720\ub839\uc2e0\ubd80',
     u'title_url': u'syeolrog-0',
     u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
       u'content_code': u'mrbgco',
       u'content_title': u'\uc15c\ub85d: \uc720\ub839\uc2e0\ubd80',
       u'rating': 3.0,
       u'updated_at': u'2016-03-25T06:12:17Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}}},
     u'watcha_rating': 3.44122,
     u'year': 2015},
    u'item_type': u'BASE_MOVIE'}],
  u'merge': False},
 {u'card_type': u'BASE',
  u'items': [{u'item': {u'code': u'me8chg',
     u'd_day': 40,
     u'description': None,
     u'eval_count': 49440,
     u'filmrate': u'\uc804\uccb4 \uad00\ub78c\uac00',
     u'main_genre': u'\uc560\ub2c8\uba54\uc774\uc158',
     u'nation': u'\ubbf8\uad6d',
     u'owner_action': {u'comment': None,
      u'content_code': u'me8chg',
      u'content_title': u'\uc8fc\ud1a0\ud53c\uc544',
      u'rating': 4.0,
      u'updated_at': u'2016-03-25T06:12:02Z',
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       u'privacy_level': u'all'}},
     u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/2e905832571334cf303e.jpg?1459110774',
      u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/2e905832571334cf303e.jpg?1459110774',
      u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/2e905832571334cf303e.jpg?1459110774',
      u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/2e905832571334cf303e.jpg?1459110774',
      u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/2e905832571334cf303e.jpg?1459110774'},
     u'predicted_ratings': None,
     u're_released': False,
     u'ref_args': None,
     u'running_time': 120,
     u'running_time_str': u'2\uc2dc\uac04 ',
     u'show_eval': True,
     u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/m4g420-c7c1e5f9663d5813a34f.jpg?1452864323',
     u'title': u'\ud0ac\ub7ec\ub4e4\uc758 \uc218\ub2e4',
     u'title_url': u'guns-and-talks-2001',
     u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
       u'content_code': u'm4g420',
       u'content_title': u'\ud0ac\ub7ec\ub4e4\uc758 \uc218\ub2e4',
       u'rating': 3.5,
       u'updated_at': u'2016-03-02T01:21:59Z',
       u'user': {u'bio': u'',
        u'code': u'jXaIHl0ZtdYZ',
        u'created_at': u'2013-11-27T03:02:47+09:00',
        u'is_follower': None,
        u'is_friend': None,
        u'is_official_account': False,
        u'is_partner': False,
        u'name': u'\ubc15\uc7ac\uadfc',
        u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
         u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
        u'privacy_level': u'all'}}},
     u'watcha_rating': 3.36434,
     u'year': 2001},
    u'item_type': u'BASE_MOVIE'}],
  u'merge': False}]

















In [6]:



    


# 첫번째 영화(watcha_list[0]) 안에 있는
# 'items' key 안에 있는
# 'item' key 로 들어감
watcha_list[0].get('items')[0].get('item')



    


















    
Out[6]:








{u'code': u'ml38m7',
 u'd_day': 74,
 u'description': None,
 u'eval_count': 44639,
 u'filmrate': u'15\uc138 \uad00\ub78c\uac00',
 u'main_genre': u'\ub4dc\ub77c\ub9c8',
 u'nation': u'\ubbf8\uad6d',
 u'owner_action': {u'comment': None,
  u'content_code': u'ml38m7',
  u'content_title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
  u'rating': 4.0,
  u'updated_at': u'2016-03-25T06:12:19Z',
  u'user': {u'bio': u'',
   u'code': u'jXaIHl0ZtdYZ',
   u'created_at': u'2013-11-27T03:02:47+09:00',
   u'is_follower': None,
   u'is_friend': None,
   u'is_official_account': False,
   u'is_partner': False,
   u'name': u'\ubc15\uc7ac\uadfc',
   u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
    u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
    u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
   u'privacy_level': u'all'}},
 u'poster': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/p/large/aaeef612dc96b49ce08d.jpg?1459141253',
  u'medium': u'https://d12hfz37g51hrt.cloudfront.net/p/medium/aaeef612dc96b49ce08d.jpg?1459141253',
  u'original': u'https://d12hfz37g51hrt.cloudfront.net/p/aaeef612dc96b49ce08d.jpg?1459141253',
  u'small': u'https://d12hfz37g51hrt.cloudfront.net/p/small/aaeef612dc96b49ce08d.jpg?1459141253',
  u'xlarge': u'https://d12hfz37g51hrt.cloudfront.net/p/xlarge/aaeef612dc96b49ce08d.jpg?1459141253'},
 u'predicted_ratings': None,
 u're_released': False,
 u'ref_args': None,
 u'running_time': 156,
 u'running_time_str': u'2\uc2dc\uac04 36\ubd84',
 u'show_eval': True,
 u'stillcut': u'https://d12hfz37g51hrt.cloudfront.net/s/large/-e6e577e17ea6f4edb05c.jpg?1458095910',
 u'title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
 u'title_url': u'the-revenant-2015',
 u'user_actions': {u'jXaIHl0ZtdYZ': {u'comment': None,
   u'content_code': u'ml38m7',
   u'content_title': u'\ub808\ubc84\ub10c\ud2b8: \uc8fd\uc74c\uc5d0\uc11c \ub3cc\uc544\uc628 \uc790',
   u'rating': 4.0,
   u'updated_at': u'2016-03-25T06:12:19Z',
   u'user': {u'bio': u'',
    u'code': u'jXaIHl0ZtdYZ',
    u'created_at': u'2013-11-27T03:02:47+09:00',
    u'is_follower': None,
    u'is_friend': None,
    u'is_official_account': False,
    u'is_partner': False,
    u'name': u'\ubc15\uc7ac\uadfc',
    u'photo': {u'large': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/large/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
     u'original': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/original/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970',
     u'small': u'https://d12hfz37g51hrt.cloudfront.net/user/424175/small/3c1ae330360c34465be2322b4b7f000dac1938ee?1385488970'},
    u'privacy_level': u'all'}}},
 u'watcha_rating': 3.77914,
 u'year': 2015}

















In [7]:



    


watcha_list[23].get('items')[0].get('item').get('owner_action').get('rating')



    


















    
Out[7]:








3.5

뽑아야 할 feature들

y : 'owner_action' key안에 있는 ['rating': 내가준 별점]

X : ['title':영화제목, 'eval_count':평가자수, 'watcha_rating':평균별점, 'filmrate':관람가, 'main_genre':장르, 'nation':국가, 'running_time':상영시간, 'year':제작년도]

$\hat y$ : predicted_rating

추가로 뽑아야 할 feature들

X : [감독, 주연배우, 이동진영화평론가의 평점]

Content source: JKeun/project-02-watcha

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