Table 5.
Descriptive statistics of emotion features
Variable | English | Chinese | ||
---|---|---|---|---|
Fake news | Real news | Fake news | Real news | |
overall emotion | 3.540 [4.548] | 2.924 [3.481] | 6.707 [7.141] | 4.703 [4.052] |
emotional polarity | 0.039 [0.217] | 0.127 [0.198] | 0.265 [0.348] | 0.366 [0.239] |
negative emotion | 1.744 [3.293] | 1.158 [2.321] | 2.736 [4.222] | 2.013 [2.550] |
anger | 0.701 [2.283] | 0.156 [0.796] | 0.484 [1.832] | 0.222 [0.918] |
sad | 0.242 [1.159] | 0.302 [1.067] | 0.250 [1.446] | 0.135 [0.722] |
anxiety | 0.310 [1.271] | 0.361 [1.201] | 0.402 [1.893] | 0.288 [0.902] |