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:
0.03
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Average subjectivity:
0.29
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Most used part of speech
Nouns
sanctions - 17
allies - 14
world - 13
people - 10
forces - 9
Verbs
going - 20
take - 6
made - 6
continue - 5
rest - 5
Adjectives
military - 7
major - 5
know - 5
additional - 5
last - 4
Adverbs
more - 14
now - 9
also - 6
together - 5
very - 4
Sentences sentiment
Most positive
Putin has unleashed a great pain on them, but the Ukrainian people have known 30 years of independence.0.8
Good afternoon.0.7
And the good news is, NATO is more united and more determined than ever.0.57
And we’re preparing to do more.0.5
The United States and our allies and partners will merge from this stronger, more united, more determined, and more purposeful.0.5
Most negative
And so it’s going to be a cold day for Russia.-0.6
In terms of Cold War, that depends.-0.6
This is a dangerous moment for all of Europe, for the freedom around the world.-0.6
I’m sorry.-0.5
I’m sorry.-0.5
Most objective
Sorry to keep you waiting.1.0
We will keep up this drum beat of those designations against corrupt billionaires in the days ahead.1.0
By bullying Russia’s neighbors through coercion and corruption, by changing borders by force, and ultimately by choosing a war without a cause.1.0
I’m sorry.1.0
They are profound sanctions.1.0
Most subjective
We’re in consultation with India today.0.0
Does the defense department of the United States?0.0
I can’t hear you.0.0
Look, you know every… Well anyway.0.0
We will be involved.0.0
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