Each sentence is analyzed using machine learning algorithm to get a sentiment score. Polarity scores determine how positive or negative sentence is. Objectivity scores determine how objective or subjective each sentence is
Polarity
Negative speech
Positive speech
-1
1
Objectivity
Subjective speech
Objective speech
0
1
Data visualization
Distribution of sentiment scores from sentences
How many times certain sentiment score repeated itself.
Biden
Average polarity:
0.08
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Average subjectivity:
0.24
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Most used part of speech
Nouns
my - 41
people - 32
no - 26
get - 24
so - 22
Verbs
want - 28
know - 22
make - 19
tonight - 13
go - 12
Adjectives
more - 43
future - 23
federal - 15
stop - 14
fair - 14
Adverbs
more - 43
now - 22
so - 22
here - 20
there - 17
Sentences sentiment
Most positive
To remain the strongest economy in the world, we need to have the best education system in the world.1.0
We have the best economy in the world.1.0
Welcome, welcome, welcome.0.8
January 6th lies about the 2020 election and the plots to steal the election posed a great — gravest threat to U.S. democracy since the Civil War.0.8
And we’ll win again in 2024.0.8
Most negative
I think it’s outrageous, it’s dangerous, and it’s unacceptable.-0.8
Hate, anger, revenge, retribution are the oldest of ideas.-0.75
Some to flee persecution, to chase dreams that are impossible anywhere but here in America.-0.67
Folks at home, that’s why the banks are so mad.-0.62
They were mad that I was ever — angry — I — well, they were discussing — — why I wanted to spend money on education.-0.56
Most objective
We all saw with our own eyes the insurrectionists were not patriots.1.0
I am here to- — tonight to show what I believe is the way forward, because I know how far we’ve come.1.0
And they’ll still be extremely profitable.1.0
It will not only save lives; it will save taxpayers another $200 billion.1.0
In fact, I’m not only protecting it, I’m expanding it.1.0
Most subjective
Thank you, thank you, thank you.0.0
And may God protect our troops.0.0
God bless you all.0.0
And there is nothing — nothing beyond our capacity when we act together.0.0
We are the United States of America.0.0
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