Extraction of Psychological Effects of COVID-19 Pandemic through Topic-Level Sentiment Dynamics

Table 1

Polarity calculation with sentiment analyzer percentage accuracy.

Tweets	TexBlob	Vader	Afinn
Is it just me or is everyone feeling like a dead body at home now lockdown quarantine	Negative	Negative	Negative
Full list of “safe” holiday countries right now amid fear more destinations will require quarantine…	Positive	Negative	Negative
Night six of my quarantine could not sleep a single minute	Negative	Negative	Negative
I love my cat what would i do without her ️ quarantinelife queen quarantine roar rawr umbreon…	Positive	Positive	Positive
That feeling I have all the time I care about everyone’s health everyone is acting like things are gonna be okay	Neutral	Positive	Neutral
Now I understand my mom all this cooking and cleaning is crazy and I do not even have children quarantine quarantinelife	Negative	Negative	Negative
Watch quarantine hbo robertdeniro michellepfeiffer excellent timely film available in canada on crave tv	Positive	Positive	Positive
The pandemic has made seniors crazy quarantine cannot stop their adventurous souls from wandering beware of…	Negative	Negative	Negative
Lessons learned in quarantine	Neutral	Neutral	Neutral
Fearing coronavirus, a Michigan college tracks its students with a flawed app–techcrunch	Negative	Negative	Negative
The university of North Carolina is retreating to remote learning for undergrads because of coronavirus outbreaks…	Negative	Negative	Negative
Stress less and enjoy the best stay home insta pic of the day followme COVID-19 quarantine art coronavirse	Positive	Positive	Positive
From being in quarantine for 202 days has me so board	Negative	Negative	Negative
Homehaircut quarantine this is the ghetto	Neutral	Negative	Neutral
Distance learning at its finest melody first day of school 5th grade 2020 quarantine distance learning	Neutral	Neutral	Neutral