如何向节点添加属性?

时间:2020-10-03 18:53:19

标签: python networkx tweepy

我一直在尝试向正在创建的该节点添加诸如name之类的属性,但收到错误消息。 error

    # add name as a property to each node
    # with networkX each node is a dictionary
    G.add_node(tweeter_id,'name' = tweeter_name)
    G.add_node(interact_id,'name' = interact_name)

这是我得到的错误。 error message

      File "<ipython-input-31-55b9aecd990d>", line 28
        G.add_node(tweeter_id,'name' = tweeter_name)
                              ^
    SyntaxError: expression cannot contain assignment, perhaps you meant "=="?

作为参考,这是完整的代码:

import networkx as nx

# define an empty Directed Graph
# A directed graph is a graph where edges have a direction
# in our case the edges goes from user that sent the tweet to
# the user with whom they interacted (retweeted, mentioned or quoted)
#g = nx.Graph()
G = nx.DiGraph()

# loop over all the tweets and add edges if the tweet include some interactions
for tweet in tweet_list:
    # find all influencers in the tweet
    tweeter, interactions = getAllInteractions(tweet)
    tweeter_id, tweeter_name = tweeter
    tweet_id = getTweetID(tweet)
    
    # add an edge to the Graph for each influencer
    for interaction in interactions:
        interact_id, interact_name = interaction
        
        # add edges between the two user ids
        # this will create new nodes if the nodes are not already in the network
        # we also add an attribute the to edge equal to the id of the tweet
        G.add_edge(tweeter_id, interact_id, tweet_id=tweet_id)
        
        # add name as a property to each node
        # with networkX each node is a dictionary
        G.add_node(tweeter_id, tweeter_name)
        G.add_node(interact_id, interact_name)

3 个答案:

答案 0 :(得分:0)

之所以会这样,是因为add_node是一个函数。而且您不能将值赋给函数。

尝试时正在执行以下操作:

G.add_node(tweeter_id, 'name') = tweeter_name

UPD :由于您使用的是networkx库,因此可以查看其add_node函数here

的文档。

我相信您想做的是:

G.add_node(tweeter_id, attr_dict={'name': tweeter_name})

或作为Tibebes。 M指出,您也可以这样做:

G.add_node(tweeter_id, name=tweeter_name)

答案 1 :(得分:0)

代替您的

G.add_node(tweeter_id,'name') = tweeter_name
G.add_node(interact_id,'name') = interact_name

使用

G.add_node(tweeter_id, tweeter_name)
G.add_node(interact_id, interact_name)

(假设您已为变量tweeter_nameinteract_name分配了一些字符串)。

答案 2 :(得分:0)

您可以从the documentation读到

使用关键字设置/更改节点属性:

>>> G.add_node(1,size=10)

>>> G.add_node(3,weight=0.4,UTM=('13S',382871,3972649))

因此,请使用关键字参数name来定义属性。
(注意:没有引号,否则将是str,并会导致您遇到的SyntaxError,因为它是对字符串文字的赋值)

执行以下操作:

    # add name as a property to each node
    # with networkX each node is a dictionary
    G.add_node(tweeter_id, name = tweeter_name)
    G.add_node(interact_id, name = interact_name)

它应该可以工作