Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

< Back to Article

Fig 1.

Full vaccination coverage (1st & 2nd doses) of G7 countries based on data provided by Mathieu et al. [3].

More »

Fig 1 Expand

Fig 2.

Changes in first-dose vaccination coverage [3] and number of vaccine-related tweets in Japan.

More »

Fig 2 Expand

Fig 3.

Outline of our tweet-selection process.

More »

Fig 3 Expand

Fig 4.

An outline of our annotation, learning, and classification process.

More »

Fig 4 Expand

Table 1.

Annotation criteria and example tweets.

Example tweets are translated from Japanese.

More »

Table 1 Expand

Fig 5.

Overview of our vaccine-stance classifier.

More »

Fig 5 Expand

Table 2.

Vaccination stance dataset.

More »

Table 2 Expand

Table 3.

Comparison of performance of vaccination stance classifiers.

More »

Table 3 Expand

Fig 6.

Changes in number of users with each stance.

More »

Fig 6 Expand

Fig 7.

Evolution of polarization of reaction graphs, RWC, and number of users with each stance.

More »

Fig 7 Expand

Fig 8.

Changes in user stance distribution.

More »

Fig 8 Expand

Table 4.

Transition matrix between users’ initial stances and final stances.

More »

Table 4 Expand

Table 5.

Attributes of referred user accounts.

More »

Table 5 Expand

Fig 9.

Users who were most referred to by neutral-to-pro users (top), remaining-neutral users (middle), and neutral-to-anti users (bottom).

More »

Fig 9 Expand

Fig 10.

Users, who passed the chi-squared test of independence, referred to by neutral-to-pro users (top) and neutral-to-anti users (bottom).

More »

Fig 10 Expand

Table 6.

Categories of shared external sites.

More »

Table 6 Expand

Fig 11.

External sites which most shared by neutral-to-pro users (top), remaining-neutral users (middle), and neutral-to-anti users (bottom).

More »

Fig 11 Expand

Fig 12.

External sites which passed the chi-squared test, shared by neutral-to-pro users (top) and neutral-to-anti users (bottom).

More »

Fig 12 Expand

Fig 13.

Changes in keywords in titles of external sites referred to by neutral-to-pro users (top) and neutral-to-anti users (bottom).

More »

Fig 13 Expand