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:
0.11
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Average subjectivity:
0.28
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Most used part of speech
Nouns
make - 13
people - 13
progress - 11
world - 10
investments - 9
Verbs
going - 16
more - 13
need - 9
making - 7
infrastructure - 6
Adjectives
much - 7
largest - 6
most - 4
vaccinated - 4
build - 4
Adverbs
more - 13
now - 6
just - 6
first - 5
back - 4
Sentences sentiment
Most positive
Good afternoon everyone.0.7
And create good union jobs in the process of putting that together.0.7
That’s the largest three months fall in long-term unemployment since we started keeping records of 1948, more to do but great progress.0.65
When the COVID cases were averaging more than 150,000 per day.0.5
More than 186 million Americans are now fully vaccinated.0.5
Most negative
We’re falling behind.-0.4
Keeping the tax cut, it’s a tax cut for these people and cutting child poverty nearly in half, over 40%.-0.38
Right now, things in Washington, as you all know, are awfully noisy.-0.36
It’s ridiculous.-0.33
So in the past three months, we’ve seen a drop of 1.3 million long-term unemployed.-0.25
Most objective
Jobs numbers also remind us that we have important work ahead of us and important investments we need to make.1.0
It’s ridiculous.1.0
President Joe Right now, things in Washington, as you all know, are awfully noisy.0.77
On all of these investments that fuel strong economy we’ve taken our foot off the gas and the world has taken notice, including our adversaries.0.73
And we finally gave a tax break, I’ve been working at this for a long time, to families with children.0.7
Most subjective
I want to thank you and God bless you all, and may God protect our troops.0.0
President Joe The American people understand what’s at stake here.0.0
They’re about leading the world or whether we’re going to let the world pass us by.0.0
Opportunity versus decay.0.0
Competitiveness versus complacency.0.0
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