Table 1.
Der Standard (no shift) | Twitter (Shift 1) | Twitter (No shift) | |
---|---|---|---|
LIWC+GS | 0.93 [0.82,0.97] | 0.90 [0.75,0.96] | 0.71 [0.39,0.88] |
LIWC | 0.74 [0.44,0.89] | 0.85 [0.65,0.94] | 0.66 [0.31,0.85] |
LIWC pos | 0.81 [0.56,0.92] | 0.80 [0.56,0.92] | 0.60 [0.22,0.83] |
LIWC neg | 0.03 [− 0.42,0.46] | − 0.74 [− 0.89, − 0.43] | − 0.63 [− 0.84,− 0.26] |
GS | 0.91 [0.78,0.96] | 0.91 [0.79,0.96] | 0.73 [0.43,0.89] |
GS pos | 0.89 [0.75,0.96] | 0.91 [0.79,0.97] | 0.80 [0.54,0.92] |
GS neg | − 0.57 [− 0.81,− 0.18] | − 0.39 [− 0.71,0.06] | − 0.17 [− 0.57,0.3] |
The table presents sentiment aggregates (positive minus negative emotions), as well as positive and negative components separately. LIWC+GS indicates the average across both sentiment analysis methods, all other lines present aggregates or components separately for each method. Shift 1 denotes a shift of one day, where survey values precede Twitter values.