Ajout de Threads dans les données importées

This commit is contained in:
François Pelletier 2024-07-23 00:07:24 -04:00
parent 9ac35b4a0d
commit f4acc32451
2 changed files with 40 additions and 1 deletions

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@ -3,7 +3,6 @@ import datetime
import pandas as pd import pandas as pd
import json import json
from utils.get_ids import get_idtypedocument, get_idreseausocial
from utils.documents_to_database import documents_to_database from utils.documents_to_database import documents_to_database
from utils.convert_encoding_meta import convert_encoding_meta from utils.convert_encoding_meta import convert_encoding_meta

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@ -0,0 +1,40 @@
import datetime
import pandas as pd
import json
from utils.documents_to_database import documents_to_database
from utils.convert_encoding_meta import convert_encoding_meta
# In[ ]:
instagram_data_path = 'data/Instagram/threads/threads_and_replies.json'
with open(instagram_data_path, "r", encoding="raw-unicode-escape") as posts:
post_comments_1 = json.loads(convert_encoding_meta(posts.read()))
# In[ ]:
threads_comments = []
for post in post_comments_1['text_post_app_text_posts']:
for element in post['media']:
threads_comments.append({"texte": element['title'],
'datepublication': datetime.datetime.fromtimestamp(
timestamp=element['creation_timestamp']).isoformat(),
"chemin": instagram_data_path,
"index": "rs_instagram_threads",
"type": "posts",
"network": "Instagram"})
# In[ ]:
ig_comments_df = pd.DataFrame(threads_comments)
# In[ ]:
ig_comments_df.fillna(value="", inplace=True)
# In[ ]:
ig_comments_df.drop_duplicates(subset=['texte', 'datepublication'], inplace=True)
# In[ ]:
# Filter empty texte
ig_comments_df = ig_comments_df[~ig_comments_df['texte'].str.strip('\n').str.strip().eq('')]
# In[ ]:
documents_to_database(ig_comments_df)