Sentiment-Analysis.py

from dataprep.data_connector import *
from dataprep.eda import *


# À obtenir via un compte twitter pour developpeur
client_id = '****************'
client_secret = '************************************************'

dc = Connector("twitter", _auth={"client_id":client_id, "client_secret":client_secret})


dc.show_schema("tweets")
df = dc.query("tweets", q="covid-19", _count=10000)



df.head()

cdf = df.copy()
cdf = cdf[cdf["iso_language_code"] == "en"].reset_index()
cdf.head()


plot(cdf, "text")

df_random = dc.query("tweets", q=False, _count=10000)
df_random = df_random[df_random["iso_language_code"] == "en"].reset_index()

plot(df_random, "text")