这是一个创建于 3392 天前的主题，其中的信息可能已经有所发展或是发生改变。
比如这样一个数据组
{u'detail_url': u'http://www.movieinsider.com/m4032/open-grave-/',
u'douban_info': {u'aka': [u'\u5929\u5751\u575f\u5730',
u'\u655e\u5f00\u7684\u575f\u5893'],
u'alt': u'http://movie.douban.com/subject/13899371/',
u'casts': [{u'alt': u'http://movie.douban.com/celebrity/1314499/',
u'avatars': {u'large': u'http://img4.douban.com/img/celebrity/large/46059.jpg',
u'medium': u'http://img4.douban.com/img/celebrity/medium/46059.jpg',
u'small': u'http://img4.douban.com/img/celebrity/small/46059.jpg'},
u'id': u'1314499',
u'name': u'\u7ea6\u745f\u592b\xb7\u6469\u6839'},
{u'alt': u'http://movie.douban.com/celebrity/1036300/',
u'avatars': {u'large': u'http://img4.douban.com/img/celebrity/large/1393386887.76.jpg',
u'medium': u'http://img4.douban.com/img/celebrity/medium/1393386887.76.jpg',
u'small': u'http://img4.douban.com/img/celebrity/small/1393386887.76.jpg'},
u'id': u'1036300',
u'name': u'\u6c99\u5c14\u6258\xb7\u79d1\u666e\u96f7'},
{u'alt': u'http://movie.douban.com/celebrity/1049595/',
u'avatars': {u'large': u'http://img3.douban.com/img/celebrity/large/1377843669.55.jpg',
u'medium': u'http://img3.douban.com/img/celebrity/medium/1377843669.55.jpg',
u'small': u'http://img3.douban.com/img/celebrity/small/1377843669.55.jpg'},
u'id': u'1049595',
u'name': u'\u6258\u9a6c\u65af\xb7\u514b\u83b1\u8212\u66fc'},
{u'alt': u'http://movie.douban.com/celebrity/1318450/',
u'avatars': {u'large': u'http://img3.douban.com/img/celebrity/large/43010.jpg',
u'medium': u'http://img3.douban.com/img/celebrity/medium/43010.jpg',
u'small': u'http://img3.douban.com/img/celebrity/small/43010.jpg'},
u'id': u'1318450',
u'name': u'\u827e\u7433\xb7\u7406\u67e5\u5179'}],
u'collect_count': 1507,
u'comments_count': 468,
u'countries': [u'\u7f8e\u56fd'],
u'current_season': None,
u'directors': [{u'alt': u'http://movie.douban.com/celebrity/1302444/',
u'avatars': {u'large': u'http://img3.douban.com/img/celebrity/large/45953.jpg',
u'medium': u'http://img3.douban.com/img/celebrity/medium/45953.jpg',
u'small': u'http://img3.douban.com/img/celebrity/small/45953.jpg'},
u'id': u'1302444',
u'name': u'\u5188\u624e\u7f57\xb7\u6d1b\u4f69\u5179-\u52a0\u52d2\u679c'}],
u'do_count': None,
u'douban_site': u'',
u'episodes_count': None,
u'genres': [u'\u6050\u6016'],
u'id': u'13899371',
u'images': {u'large': u'http://img3.douban.com/view/movie_poster_cover/lpst/public/p2162073011.jpg',
u'medium': u'http://img3.douban.com/view/movie_poster_cover/spst/public/p2162073011.jpg',
u'small': u'http://img3.douban.com/view/movie_poster_cover/ipst/public/p2162073011.jpg'},
u'mobile_url': u'http://movie.douban.com/subject/13899371/mobile',
u'original_title': u'Open Grave',
u'rating': {u'average': 5.6,
u'max': 10,
u'min': 0,
u'stars': u'30'},
u'ratings_count': 1283,
u'reviews_count': 6,
u'schedule_url': u'',
u'seasons_count': None,
u'subtype': u'movie',
u'summary': u'\u672c\u8bb2\u8ff0\u4e86\u67d0\u4e2a\u504f\u50fb\u8352\u51c9\u7684\u68ee\u6797\u91cc\uff0c\u516d\u4e2a\u4eba\u5728\u4e00\u5904\u6709\u8150\u5c38\u7684\u9732\u5929\u575f\u573a\u65c1\u9192\u6765\uff0c\u5374\u597d\u50cf\u5f97\u4e86\u5065\u5fd8\u4e00\u822c\u7684\u6050\u6016\u95f9\u9b3c\u6545\u4e8b\u3002\u4ed6\u4eec\u65e0\u5904\u53ef\u53bb\uff0c\u88ab\u8feb\u628a\u795e\u79d8\u4e8b\u4ef6\u7684\u7ebf\u7d22\u62fc\u51d1\u8d77\u6765\uff0c\u6700\u7ec8\u5c06\u5e26\u9886\u4ed6\u4eec\u8d70\u8fdb\u60ca\u4eba\u7684\u7ed3\u5c40\uff0c\u800c\u4e0d\u81f3\u4e8e\u4f7f\u771f\u76f8\u6765\u7684\u592a\u665a\u3002',
u'title': u'\u5f00\u68fa',
u'wish_count': 640,
u'year': u'2013'},
u'movie_tt_id': u'tt2071550',
u'name': u'Open Grave ',
u'omdb_info': {u'Actors': u'Sharlto Copley, Thomas Kretschmann, Josie Ho, Joseph Morgan',
u'Awards': u'2 nominations.',
u'Country': u'USA',
u'Director': u'Gonzalo L\xf3pez-Gallego',
u'Genre': u'Horror, Mystery, Thriller',
u'Language': u'English',
u'Metascore': u'33',
u'Plot': u'A man wakes up in the wilderness, in a pit full of dead bodies, with no memory and must determine if the murderer is one of the strangers who rescued him, or if he himself is the killer.',
u'Poster': u'http://ia.media-imdb.com/images/M/MV5BMTc1MDM5MTI0Ml5BMl5BanBnXkFtZTgwOTMyODI1MDE@._V1_SX300.jpg',
u'Rated': u'R',
u'Released': u'3 Jan 2014',
u'Response': u'True',
u'Runtime': u'102 min',
u'Title': u'Open Grave',
u'Type': u'movie',
u'Writer': u'Eddie Borey, Chris Borey',
u'Year': u'2013',
u'imdbID': u'tt2071550',
u'imdbRating': u'6.3',
u'imdbVotes': u'18896'}}
觉得主要有两种处理方式
1. 把nested里面需要的数据，直接读成column
2. 把nested的数据再读成dataframe, 然后merge进来
不知道具体怎么做？我自己做碰到了几个问题：
对于第1个做法
import json
from pprint import pprint
import pandas as pd
from pandas import Series,DataFrame
with open('..\lib\movie_list_2014_v2.json') as data_file:
data = json.load(data_file)
pd_data = DataFrame(data)
pd_data['imdb_rating']=pd_data['omdb_info']['imdbRating']
这样子读，pd_data['omdb_info']['imdbRating']会报错
对于第2个做法，不知道怎么弄....我看书好像是得手动转成表，好像很麻烦的样子...
 |
1
ligyxy 2015-07-28 22:29:50 +08:00
转成表有什么好处？如果是我我就继续用dict来存数据。
|
|
3
ligyxy 2015-07-28 23:02:29 +08:00
我想用你说的第一个方法比较直接，我运行pd_data['omdb_info']['imdbRating']并没有出错
但是pd_data['omdb_info']['imdbRating']是一个样本的一个变量，赋给pd_data['imdb_rating']恐怕不是你想要的，用另外一个数据框来逐行储存各个样本的需要的变量比较妥当吧 |
Select Language