如何解决无法从 Twitter API 中提取坐标
这是我的代码:
[import tweepy
from tweepy import Stream
from tweepy import OAuthHandler
from tweepy.streaming import StreamListener
import pandas as pd
import json
import csv
import sys
import time
#reload(sys)
#sys.setdefaultencoding('utf8')
ckey = "xxxxxxxxxxxxx"
csecret = "xxxxxxxxxxxx"
atoken = "xxxxxxxxxxxx"
asecret = "xxxxxxxxxx"
def toDataFrame(tweets):
# COnvert to data frame
DataSet = pd.DataFrame()
DataSet\['tweetID'\] = \[tweet.id for tweet in tweets\]
DataSet\['tweetText'\] = \[tweet.text.encode('utf-8') for tweet in tweets\]
DataSet\['tweetRetweetCt'\] = \[tweet.retweet_count for tweet in tweets\]
DataSet\['tweetFavoriteCt'\] = \[tweet.favorite_count for tweet in tweets\]
DataSet\['tweetSource'\] = \[tweet.source for tweet in tweets\]
DataSet\['tweetCreated'\] = \[tweet.created_at for tweet in tweets\]
DataSet\['userID'\] = \[tweet.user.id for tweet in tweets\]
DataSet\['userScreen'\] = \[tweet.user.screen_name for tweet in tweets\]
DataSet\['userName'\] = \[tweet.user.name for tweet in tweets\]
DataSet\['userCreateDt'\] = \[tweet.user.created_at for tweet in tweets\]
DataSet\['userDesc'\] = \[tweet.user.description for tweet in tweets\]
DataSet\['userFollowerCt'\] = \[tweet.user.followers_count for tweet in tweets\]
DataSet\['userFriendsCt'\] = \[tweet.user.friends_count for tweet in tweets\]
DataSet\['userLocation'\] = \[tweet.user.location for tweet in tweets\]
DataSet\['userTimezone'\] = \[tweet.user.time_zone for tweet in tweets\]
DataSet\['Coordinates'\] = \[tweet.coordinates for tweet in tweets\]
DataSet\['GeoEnabled'\] = \[tweet.user.geo_enabled for tweet in tweets\]
DataSet\['Language'\] = \[tweet.user.lang for tweet in tweets\]
tweets_place= \[\]
#users_retweeted = \[\]
for tweet in tweets:
if tweet.place:
tweets_place.append(tweet.place.full_name)
else:
tweets_place.append('null')
DataSet\['TweetPlace'\] = \[i for i in tweets_place\]
#DataSet\['UserWhoRetweeted'\] = \[i for i in users_retweeted\]
return DataSet
OAUTH_KEYS = {'consumer_key':ckey,'consumer_secret':csecret,'access_token_key':atoken,'access_token_secret':asecret}
#auth = tweepy.OAuthHandler(OAUTH_KEYS\['consumer_key'\],OAUTH_KEYS\['consumer_secret'\])
auth = tweepy.AppAuthHandler(OAUTH_KEYS\['consumer_key'\],OAUTH_KEYS\['consumer_secret'\])
api = tweepy.API(auth,wait_on_rate_limit=True,wait_on_rate_limit_notify=True)
if (not api):
print ("Can't Authenticate")
sys.exit(-1)
else:
print ("Scraping data now") # Enter lat and long and radius in Kms q='ganesh'
cursor = tweepy.Cursor(api.search,q="travel",since='2021-01-27',until='2021-01-28',lang='en',count=50)
results=\[\]
for item in cursor.items(1000): # Remove the limit to 1000
results.append(item)
DataSet = toDataFrame(results)
DataSet.to_csv('Result.csv',index=False)
print ("Completed.. !!")][1]
我正在尝试使用 API 获取 Twitter 数据。为了我的研究,我需要推文的坐标,即纬度和经度。在输出中,坐标为空。
有人可以帮我解决这个问题,因为没有经纬度数据我就无法继续。
先谢谢你...
解决方法
位置对象 coordinates
已提供但通常为空,这是由于 Twitter 前段时间所做的更改。
您应该依赖 Place 对象,该对象提供地点名称和坐标如果用户分享位置或向推文添加地点。
'place': {'id': '07d9edfbc6085000','url': 'https://api.twitter.com/1.1/geo/id/07d9edfbc6085000.json','place_type': 'poi','name': 'The place','country': 'The Netherlands','bounding_box':
{'type': 'Polygon','
coordinates': [[[4.853216261144857,52.36157762209008]
etc...
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