Table 3.
Properties of word co-occurrence networks by time series.
| Properties | Period 1 (2008-2010) |
Period 2 (2011-2013) |
Period 3 (2014-2016) |
Period 4 (2017-2019) |
|
| Word co-occurrence network information, n | |||||
|
|
Links in the original network | 184,550 | 414,721 | 1,084,449 | 1,576,645 |
|
|
Links in the extracted network 1 (by the top 100 words in degree centrality values) |
4053 | 4705 | 4943 | 4931 |
|
|
Links in the extracted network 2 (by link reduction) |
236 | 302 | 318 | 380 |
|
|
Threshold of co-occurrence frequencies for link reductiona | 7 | 10 | 25 | 12 |
| Network degree centralization, index % | 30.2 | 23.7 | 47.1 | 34.4 | |
| Distribution of degree centrality | |||||
|
|
Mean of degree centrality | 0.048 | 0.061 | 0.064 | 0.077 |
|
|
Standard deviation | 0.074 | 0.072 | 0.079 | 0.077 |
|
|
Min. of degree centrality | 0.000 | 0.000 | 0.000 | 0.000 |
|
|
Max. of degree centrality | 0.343 | 0.293 | 0.525 | 0.414 |
aThe threshold value was decided by a link reduction simulation, identifying the point where the network component number suddenly increased.