Health New Media Res > Volume 5(1); 2021 > Article |
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I. YouTube Press accessed September 26th, 2020, via https://www.youtube.com/about/press/
II. YouTube Data Tools (Rieder, 2015) can be accessed via https://tools.digitalmethods.net/netvizz/youtube/
III. Only 50 seed videos were initially collected due to technical issues that arose in the data collection process. Crawl depth is specified to define how far from the seeds the script should reach. When the crawl depth is set to 0, it will only retrieve relations between the seeds. The highest crawl depth is 2.
IV. The ‘ForceAtlas2’ algorithm enables nodes in the network to repulse each other like magnets, while edges attract their nodes, like springs. These forces create a movement that converges to a balanced state.
Source: Marchal et al., 2020
Source: Marchal et al., 2020
View Count |
||||
---|---|---|---|---|
US | IN | KO | MX | |
Factual/Neutral | 1,429,859 | 2,020,110 | 409,935 | 1,642,740 |
Personal | 819,515 | - | 402,484 | 386,047 |
Investigative | - | 1,875,486 | 327,172 | 948,270 |
Economic/Political | 5,748,917 | 1,302,665 | 225,807 | - |
Entertainment | 9,361,169 | - | 864,016 | - |
Other health | 1,861,218 | - | - | 773 |
Irrelevant | 4,763,635 | 12,326,344 | - | - |
Total Avg. | 3,267,950 | 2,207,821 | 402,125 | 1,369,661 |
Comment Count* |
||||
US | IN | KO | MX | |
Factual/Neutral | 2,176 | 1,170 | 974 | 1,971 |
(0.002) | (0.001) | (0.002) | (0.001) | |
Personal | 295 | - | 566 | 259 |
(0.000) | (0.001) | (0.001) | ||
Investigative | - | 939 | 521 | 1,388 |
(0.001) | (0.002) | (0.001) | ||
Economic/Political | 1,537 | 1,061 | 422 | - |
(0.000) | (0.001) | (0.002) | ||
Entertainment | 8,163 | - | 95 | - |
(0.001) | (0.000) | |||
Other health | 1,767 | - | - | 1 |
(0.001) | (0.001) | |||
Irrelevant | 4,549 | 17,615 | - | - |
(0.001) | (0.001) | |||
Total Avg. | 2,871 | 1,734 | 878 | 1,699 |
Like/Dislike Count* |
||||
US | IN | KO | MX | |
Factual/Neutral | 18,609 | 15,078 | 5,963 | 18,260 |
(0.013) | (0.007) | (0.015) | (0.011) | |
Personal | 5,751 | - | 8,748 | 5,784 |
(0.007) | (0.022) | (0.015) | ||
Investigative | - | 18,728 | 4,721 | 13,244 |
(0.010) | (0.014) | (0.014) | ||
Economic/Political | 40,190 | 9,487 | 2,417 | - |
(0.007) | (0.007) | (0.011) | ||
Entertainment | 136,752 | - | 3,152 | - |
(0.015) | (0.004) | |||
Other health | 34,318 | - | - | 23 |
(0.018) | (0.030) | |||
Irrelevant | 83,565 | 214,509 | - | - |
(0.018) | (0.017) | |||
Total Avg. | 41,764 | 21,357 | 5,902 | 16,058 |