Remarks by President Biden on the Administration’s COVID-19 Vaccination Efforts

  • Date: March 2, 2021
  • Speaker(s):
Average objectivity: 0.18
Average polarity: 0.43

Sentiment guide

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: 0.18
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1
Average subjectivity: 0.43
Polarity
Negative
Positive
-1
1
Objectivity
Subjective
Objective
0
1

Most used part of speech

Nouns
  1. vaccine - 17
  2. johnson - 16
  3. schools - 9
  4. today - 8
  5. people - 7
Verbs
  1. get - 13
  2. need - 8
  3. make - 6
  4. let - 6
  5. know - 5
Adjectives
  1. more - 10
  2. federal - 6
  3. first - 5
  4. able - 4
  5. american - 4
Adverbs
  1. safely - 10
  2. back - 8
  3. now - 8
  4. not - 7
  5. also - 6

Sentences sentiment

Most positive
  1. It’s incredible.0.9
  2. Great news, but stay vigilant.0.8
  3. Good afternoon, folks.0.7
  4. We’ve got halfway to that goal in 37 days, and I feel confident we’ll make it all the way.0.5
  5. It’s a roadmap that will enable schools — if they have the resources they deserve — to reopen safely.0.5
Most negative
  1. Among the things I learned when I came into office was that Johnson & Johnson was behind in manufacturing and production.-0.4
  2. My challenge to all states, territories, and the District of Columbia is this: We want every educator, school staff member, childcare worker to receive at least one shot by the end of the month of March.-0.3
  3. So my team — my team has been hard at work to accelerate that effort.-0.29
  4. I want to conclude with this: We’re making progress from the mess we inherited.-0.17
  5. Now is not the time to let our guard down.-0.16
Most objective
  1. That’s progress — important progress.1.0
  2. But I have to be honest with you: This fight is far from over.0.95
  3. It’s incredible.0.9
  4. And today’s announcements are a huge step in our effort to beat this pandemic.0.9
  5. We’ve got halfway to that goal in 37 days, and I feel confident we’ll make it all the way.0.83
Most subjective
  1. Johnson & Johnson and Merck will work together to expand the production of Johnson & Johnson’s vaccine.0.0
  2. This is the type of collaboration between companies we saw in World War Two.0.0
  3. Johnson & Johnson’s vaccine manufacturing facilities will now begin to operate 24/7.0.0
  4. I’ve also asked the Department of Defense to provide daily logistical support to strengthen Johnson & Johnson’s efforts.0.0
  5. We rectified that.0.0

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