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Table 14 Analysis by topics for period 2

From: On the development of an information system for monitoring user opinion and its role for the public

Resource set

News portals, Vkontakte, Facebook, Instagram, Youtube

Vkontakte, Facebook, Instagram, Youtube

Search period:

from “07/01/2021” to “08/12/2021”

Location:

Cities of Almaty and Nur-Sultan

Large regional cities of Kazakhstan

Number of results (texts + comments)

~ 2133

~ 157

Number of texts

~ 1285

~ 69

Number of comments

~ 848

~ 88

The level of social mood by results

Positive

1029

Positive

52

Negative

955

Negative

58

Neutral

80

Neutral

10

Undefined

69

Undefined

37

The level of social mood by texts

Positive

739

Positive

21

Negative

544

Negative

18

Neutral

1

Neutral

5

Undefined

1

Undefined

25

The level of social mood by comments

Positive

290

Positive

31

Negative

411

Negative

40

Neutral

79

Neutral

5

Undefined

68

Undefined

12

The level of topic discussion activity in society

~ 0.01%

~ 0.03%

The level of interest in the topic in society

~ 128%

~ 6.9%

Engagement level

Engagement level

Views

~ 34K

~ 42K

Comments

~ 848

~ 97

Reposts

~ 825

~ 46

Likes

~ 2K

~ 123

Dislikes

~ 35

~ 0

Total engagement level

~ 38K

~ 42K

Popular words

Popular words

By texts

By comments

By texts

By comments

Word

Frequency of consumption

Word

Frequency of consumption

Word

Frequency of consumption

Word

Frequency of consumption

To be

1786 (1.00%)

Vaccine

143 (1.59%)

Coronavirus

52 (2.15%)

Person

11 (1.59%)

Kazakhstan

1630 (0.91%)

Person

82 (0.91%)

Reference

44 (1.82%)

Vaccine

11 (1.59%)

Person

1493 (0.83%)

To be

63 (0.70%)

To attach

40 (1.66%)

To be

11 (1.59%)

Year

1268 (0.71%)

Vaccination

46 (0.51%)

Area

36 (1.49%)

Simply

8 (1.16%)

Coronavirus

1213 (0.68%)

Kazakhstan

39 (0.43%)

Strain

22 (0.91%)

People

6 (0.87%)

Vaccination

1201 (0.67%)

Later

38 (0.42%)

Pavlodar

22 (0.91%)

Though

4 (0.58%)

Vaccine

1018 (0.57%)

Child

33 (0.36%)

Kazakhstan

21 (0.87%)

Level

4 (0.58%)

Case

808 (0.45%)

Can

33 (0.36%)

Heading

20 (0.83%)

To buy

4 (0.58%)

Country

750 (0.42%)

To speak

33 (0.36%)

Vaccine

20 (0.83%)

Proper

4 (0.58%)

Infection

724 (0.40%)

Necessary

30 (0.33%)

Url

20 (0.83%)

Virus

4 (0.58%)

Covid-19

722 (0.40%)

To know

30 (0.33%)

To be

19 (0.78%)

Guilty

4 (0.58%)

Can

692 (0.38%)

Is

30 (0.33%)

Year

17 (0.70%)

Strain

3 (0.43%)

Area

674 (0.37%)

Covid

29 (0.32%)

Person

16 (0.66%)

To make

3 (0.43%)

July

638 (0.35%)

People

27 (0.30%)

Can

14 (0.58%)

Inoculation

3 (0.43%)

More

635 (0.35%)

To do

24 (0.26%)

Vaccination

14 (0.58%)

In a row

3 (0.43%)

Day

633 (0.35%)

Year

24 (0.26%)

Health care

13 (0.53%)

Life

3 (0.43%)

Work

631 (0.35%)

Doctor

24 (0.26%)

Pavlodar

12 (0.49%)

Any

3 (0.43%)

New

630 (0.35%)

To be ill

24 (0.26%)

Doctor

12 (0.49%)

Small

3 (0.43%)

Coronavirus

612 (0.34%)

To tell

23 (0.25%)

To work

11 (0.45%)

To know

3 (0.43%)

Patient

603 (0.33%)

Virus

21 (0.23%)

To become

10 (0.41%)

Delta

3 (0.43%)

  1. The bold text indicates the highest sentiment of results, texts, and comments, and the most important words on the topic of vaccination against the coronavirus disease