Adding in script to fetch tweets

ColletTweets.py

@@ -0,0 +1,73 @@
+# import twitter as tw
+import os
+import csv
+import tweepy
+import datetime
+
+from pprint import pprint
+from dotenv import load_dotenv
+
+load_dotenv()
+
+consumer_key = os.getenv('CKEY', '0')
+consumer_secret = os.getenv('CSECRET', '0')
+access_token = os.getenv('ATOKEN', '0')
+access_token_secret = os.getenv('ASECRET', '0')
+
+auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
+auth.set_access_token(access_token, access_token_secret)
+api = tweepy.API(auth, wait_on_rate_limit=True)
+
+
+def save_hashtag_to_csv(hashtag, days, file):
+    csvFile = open(file, 'w', newline='', encoding='utf8')
+    csvWriter = csv.writer(csvFile)
+    print(os.path.getsize(file))
+    if os.path.getsize(file) ==0:
+        csvWriter.writerow(
+            [
+                "tweet.id",
+                "tweet.created_at",
+                "tweet.text",
+                "tweet.user.name",
+                "tweet.user.screen_name",
+                "tweet.user.location",
+                "tweet.user.id",
+                "tweet.user.followers_count",
+                "tweet.user.friends_count",
+                "tweet.user.favourites_count",
+                "tweet.user.description"
+            ]
+        )
+        csvFile.flush()
+        print("CSVWRITER WROTE THE ROW")
+    base = datetime.date.today()+ datetime.timedelta(days=1)
+    for day in [base - datetime.timedelta(days=x) for x in range(days)]:
+        print(str(day), str(day - datetime.timedelta(days=1)))
+        for tweet in tweepy.Cursor(
+                api.search,
+                q=hashtag,
+                lang="en",
+                until=str(day),
+                since=str(day- datetime.timedelta(days=1)),
+                result_type= "mixed").items(100):
+            print(tweet.created_at, tweet.text)
+            csvWriter.writerow(
+                [
+                    tweet.id,
+                    tweet.created_at,
+                    tweet.text.replace('\n', ' ').replace('\r', ''),
+                    tweet.user.name,
+                    tweet.user.screen_name,
+                    tweet.user.location,
+                    tweet.user.id,
+                    tweet.user.followers_count,
+                    tweet.user.friends_count,
+                    tweet.user.favourites_count,
+                    tweet.user.description.replace('\n', ' ').replace('\r', '')
+                ]
+            )
+
+save_hashtag_to_csv("#covid", 7, "data/covid.csv")
+save_hashtag_to_csv("#quarantine", 7, "data/quarantine.csv")
+

TrainModel.py

@@ -3,3 +3,4 @@ import nltk as nltk
 import numpy as np
 import pandas as pd
 import twitter as tw
+from xml import sax