Spaces:
Runtime error
Runtime error
Commit
·
0fabb50
1
Parent(s):
e442e8d
Update scripts/twitter_scraper.py
Browse files- scripts/twitter_scraper.py +58 -40
scripts/twitter_scraper.py
CHANGED
|
@@ -5,48 +5,66 @@ from tqdm import tqdm
|
|
| 5 |
import requests
|
| 6 |
from scripts import sentiment
|
| 7 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
def get_latest_account_tweets(handle):
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
access_token
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
|
| 40 |
-
df_tweets = pd.DataFrame(data=[t._json for t in tweets])
|
| 41 |
-
df_tweets["created_at"] = pd.DataFrame(df_tweets["created_at"])
|
| 42 |
-
df_tweets = df_tweets.sort_values("created_at")
|
| 43 |
-
# print the tweet texts
|
| 44 |
-
tweets_txt = []
|
| 45 |
-
for tweet in tweets:
|
| 46 |
-
tweets_txt.append(sentiment.tweet_cleaner(tweet.full_text))
|
| 47 |
-
df_tweets["clean_text"] = tweets_txt
|
| 48 |
-
df_tweets["handle"] = df_tweets.user.iloc[0]["screen_name"]
|
| 49 |
-
return df_tweets
|
| 50 |
|
| 51 |
def get_tweets(
|
| 52 |
query: str,
|
|
|
|
| 5 |
import requests
|
| 6 |
from scripts import sentiment
|
| 7 |
|
| 8 |
+
import tweepy
|
| 9 |
+
import configparser
|
| 10 |
+
import os
|
| 11 |
+
import pandas as pd
|
| 12 |
+
|
| 13 |
def get_latest_account_tweets(handle):
|
| 14 |
+
try:
|
| 15 |
+
if os.path.exists("tweepy_auth.ini"):
|
| 16 |
+
config = configparser.ConfigParser()
|
| 17 |
+
config.read("tweepy_auth.ini")
|
| 18 |
+
# Get the authentication details
|
| 19 |
+
authentication_section = config['AUTHENTICATION']
|
| 20 |
+
consumer_key = authentication_section["twitter_consumer_key"]
|
| 21 |
+
consumer_secret = authentication_section["twitter_consumer_secret"]
|
| 22 |
+
access_token = authentication_section["twitter_access_token"]
|
| 23 |
+
access_token_secret = authentication_section["twitter_access_token_secret"]
|
| 24 |
+
else:
|
| 25 |
+
consumer_key = os.environ['twitter_consumer_key']
|
| 26 |
+
consumer_secret = os.environ["twitter_consumer_secret"]
|
| 27 |
+
access_token = os.environ["twitter_access_token"]
|
| 28 |
+
access_token_secret = os.environ["twitter_access_token_secret"]
|
| 29 |
+
|
| 30 |
+
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
|
| 31 |
+
auth.set_access_token(access_token, access_token_secret)
|
| 32 |
+
|
| 33 |
+
# create the API object
|
| 34 |
+
api = tweepy.API(auth)
|
| 35 |
+
|
| 36 |
+
# load the tweets from a specific user
|
| 37 |
+
tweets = api.user_timeline(
|
| 38 |
+
screen_name=handle, count=10000000, tweet_mode="extended"
|
| 39 |
+
)
|
| 40 |
+
|
| 41 |
+
df_tweets = pd.DataFrame(data=[t._json for t in tweets])
|
| 42 |
+
df_tweets["created_at"] = pd.to_datetime(df_tweets["created_at"])
|
| 43 |
+
df_tweets = df_tweets.sort_values("created_at")
|
| 44 |
+
|
| 45 |
+
# print the tweet texts
|
| 46 |
+
tweets_txt = []
|
| 47 |
+
for tweet in tweets:
|
| 48 |
+
tweets_txt.append(sentiment.tweet_cleaner(tweet.full_text))
|
| 49 |
+
df_tweets["clean_text"] = tweets_txt
|
| 50 |
+
df_tweets["handle"] = df_tweets.user.iloc[0]["screen_name"]
|
| 51 |
+
|
| 52 |
+
return df_tweets
|
| 53 |
+
|
| 54 |
+
except tweepy.TweepError as e:
|
| 55 |
+
# Handle specific error conditions
|
| 56 |
+
if e.api_code == 63:
|
| 57 |
+
print("User has been suspended.")
|
| 58 |
+
elif e.api_code == 88:
|
| 59 |
+
print("Rate limit exceeded. Please try again later.")
|
| 60 |
+
else:
|
| 61 |
+
print("Error occurred during API call:", str(e))
|
| 62 |
+
|
| 63 |
+
except Exception as e:
|
| 64 |
+
print("An error occurred:", str(e))
|
| 65 |
+
|
| 66 |
+
return None
|
| 67 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 68 |
|
| 69 |
def get_tweets(
|
| 70 |
query: str,
|