mirror of
https://github.com/pds-nest/nest.git
synced 2024-12-01 17:04:19 +00:00
85 lines
2.4 KiB
Python
85 lines
2.4 KiB
Python
from nest_backend.app import app
|
|
from nest_backend.database import *
|
|
import tweepy as tw
|
|
import nltk
|
|
from nltk.corpus import stopwords
|
|
|
|
|
|
|
|
|
|
ext.init_app(app=app)
|
|
|
|
def authenticate():
|
|
c_k = "GEhtSyP9e98mzFeiOCSW0lvQX"
|
|
c_s = "438cmYrl5xqaX2W7I2Bf5A9nF1pN5VtM9f77WYQnAXg1BwKJ27"
|
|
a_t = "1380217745732689921-8gCfr8Zx9YHKvo4OVP3HAr3kfMRkgz"
|
|
a_t_s = "jGOlgTs1i1itGMxDxAqFEDnv7QAui772n9hGxeSIKcwzS"
|
|
|
|
auth = tw.OAuthHandler(c_k, c_s)
|
|
auth.set_access_token(a_t, a_t_s)
|
|
api = tw.API(auth, wait_on_rate_limit=True)
|
|
return api
|
|
|
|
def start_exploring():
|
|
api = authenticate()
|
|
most_popular_hashtags = dict()
|
|
most_popular_words = dict()
|
|
geocode="34.0999996,-118.333332,1000km"
|
|
for tweet in tw.Cursor(method = api.search, q="Draghi OR Oscar", lang="it").items(50):
|
|
print(tweet.user.name + ' : ' + tweet.text)
|
|
for hashtag in tweet.entities['hashtags']:
|
|
if hashtag['text'] in most_popular_hashtags.keys():
|
|
most_popular_hashtags[hashtag['text']] += 1
|
|
else:
|
|
most_popular_hashtags[hashtag['text']] = 1
|
|
|
|
stop_words = set(stopwords.words('italian'))
|
|
stop_words.add("RT")
|
|
|
|
word_tokens = nltk.word_tokenize(tweet.text)
|
|
|
|
filtered_sentence = [w for w in word_tokens if not w.lower() in stop_words and w.isalpha()]
|
|
for word in filtered_sentence:
|
|
if word in most_popular_words.keys():
|
|
most_popular_words[word] += 1
|
|
else:
|
|
most_popular_words[word] = 1
|
|
|
|
print(dict(sorted(most_popular_hashtags.items(), key=lambda item: item[1])))
|
|
print(dict(sorted(most_popular_words.items(), key=lambda item: item[1])))
|
|
|
|
|
|
def search_repo_conditions(repository_id):
|
|
repo = Repository.query.filter_by(id=repository_id).first()
|
|
conditions = [use.condition for use in repo.uses]
|
|
conditions_type = dict()
|
|
for condition in conditions:
|
|
# print(condition.id)
|
|
if condition.type not in conditions_type.keys():
|
|
conditions_type[condition.type]=[condition.content]
|
|
else:
|
|
conditions_type[condition.type].append(condition.content)
|
|
|
|
for types in conditions_type.keys():
|
|
print(types, ":", conditions_type[types])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if __name__ == "__main__":
|
|
search_repo_conditions()
|
|
#print(stopwords.words('italian'))
|
|
with app.app_context():
|
|
ext.create_all(app=app)
|
|
#start_exploring()
|