Table 12 Analysis by topics for period 1
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 “01/10/2021” to “05/30/2021” | ||||||
Location: | Cities of Almaty and Nur-Sultan | Large regional cities of Kazakhstan | |||||
Number of results (texts + comments) | ~ 19,340 | ~ 1228 | |||||
Number of texts | ~ 4919 | ~ 122 | |||||
Number of comments | ~ 14,421 | ~ 1106 | |||||
The level of social mood by results | Positive | 8944 | Positive | 396 | |||
Negative | 8152 | Negative | 683 | ||||
Neutral | 1082 | Neutral | 66 | ||||
Undefined | 1162 | Undefined | 83 | ||||
The level of social mood by texts | Positive | 3829 | Positive | 56 | |||
Negative | 960 | Negative | 43 | ||||
Neutral | 123 | Neutral | 11 | ||||
Undefined | 7 | Undefined | 12 | ||||
The level of social mood by comments | Positive | 5115 | Positive | 340 | |||
Negative | 7192 | Negative | 640 | ||||
Neutral | 959 | Neutral | 55 | ||||
Undefined | 1155 | Undefined | 71 | ||||
The level of topic discussion activity in society | ~ 0.48% | ~ 0.08% | |||||
The level of interest in the topic in society | ~ 491% | ~ 12.2% | |||||
Engagement level | Engagement level | ||||||
Views | ~ 9M | ~ 341K | |||||
Comments | ~ 14K | ~ 1K | |||||
Reposts | ~ 2K | ~ 249 | |||||
Likes | ~ 32K | ~ 2K | |||||
Dislikes | ~ 2K | ~ 305 | |||||
Total engagement level | ~ 9M | ~ 345K | |||||
Popular words | Popular words | ||||||
By texts | By comments | By texts | By comments | ||||
Word | Frequency of use | Word | Frequency of use | Word | Frequency of use | Word | Frequency of use |
Coronavirus | 2374 (3.51%) | To be | 1598 (1.38%) | Coronavirus | 118 (1.29%) | To be | 148 (1.52%) |
Kazakhstan | 1811 (2.68%) | Vaccine | 1112 (0.96%) | To be | 113 (1.24%) | Person | 138 (1.42%) |
Vaccine | 824 (1.22%) | Person | 1097 (0.94%) | Area | 112 (1.23%) | Vaccine | 105 (1.08%) |
Person | 653 (0.96%) | Can | 564 (0.48%) | Kazakhstan | 101 (1.11%) | People | 92 (0.94%) |
Covid-19 | 540 (0.80%) | Is | 532 (0.46%) | Vaccine | 68 (0.74%) | Kazakhstan | 62 (0.63%) |
Day | 526 (0.77%) | Kazakhstan | 477 (0.41%) | Aktyubinsk | 59 (0.64%) | Year | 53 (0.54%) |
Vaccination | 524 (0.77%) | Necessary | 472 (0.40%) | Year | 55 (0.60%) | Necessary | 44 (0.45%) |
News | 502 (0.74%) | Year | 432 (0.37%) | Person | 53 (0.58%) | Virus | 42 (0.43%) |
Almaty | 443 (0.65%) | People | 415 (0.35%) | Vaccination | 52 (0.57%) | Country | 41 (0.42%) |
New | 433 (0.64%) | Virus | 370 (0.32%) | Tenge | 49 (0.53%) | Can | 40 (0.41%) |
Country | 427 (0.63%) | To speak | 337 (0.29%) | Reference | 48 (0.52%) | Vaccination | 40 (0.41%) |
To be | 394 (0.58%) | Country | 327 (0.28%) | Zone | 46 (0.50%) | Power | 35 (0.36%) |
Case | 371 (0.54%) | To do | 327 (0.28%) | Case | 42 (0.46%) | Good | 29 (0.29%) |
The first | 358 (0.53%) | Vaccination | 325 (0.28%) | To attach | 40 (0.43%) | Russia | 29 (0.29%) |
Area | 325 (0.48%) | To tell | 317 (0.27%) | Later | 39 (0.42%) | Simply | 29 (0.29%) |
Zone | 310 (0.45%) | To want | 312 (0.27%) | Child | 36 (0.39%) | Covid | 29 (0.29%) |
Ministry of Health | 282 (0.41%) | Nobility | 297 (0.25%) | Can | 34 (0.37%) | Child | 28 (0.28%) |
To reveal | 281 (0.41%) | Money | 286 (0.24%) | Doctor | 33 (0.36%) | Inoculation | 28 (0.28%) |
Tsoi | 274 (0.40%) | Another | 281 (0.24%) | Healthcare | 32 (0.35%) | World | 27 (0.27%) |
Year | 271 (0.40%) | Good | 279 (0.24%) | Region | 31 (0.34%) | Quarantine | 27 (0.27%) |