Association between market return and Twitter sentiment
| Variable | q.10 | q.25 | q.50 | q.75 | q.90 |
|---|---|---|---|---|---|
| ISI | 0.0173*** | 0.0080*** | 0.0032 | −0.0025 | −0.0004 |
| (0.0057) | (0.0030) | (0.0023) | (0.0033) | (0.0057) | |
| MKT | 1.0570*** | 1.0493*** | 1.0526** | 1.0624*** | 1.0451*** |
| (0.0213) | (0.0111) | (0.0084) | (0.0123) | (0.0213) | |
| SMB | 0.0087 | −0.0065 | 0.0040 | −0.0630* | −0.0633 |
| (0.0653) | (0.0342) | (0.0258) | (0.0377) | (0.0653) | |
| HML | 0.1090*** | 0.0681*** | 0.0513*** | 0.0796*** | 0.1065*** |
| (0.0339) | (0.0178) | (0.0134) | (0.0196) | (0.0339) | |
| WML | 0.0253 | 0.0164 | 0.0271** | 0.0094 | −0.0311 |
| (0.0305) | (0.0160) | (0.0120) | (0.0176) | (0.0305) | |
| IML | −0.0623 | −0.0813** | −0.1089*** | −0.0669* | −0.1028 |
| (0.0627) | (0.0328) | (0.0248) | (0.0362) | (0.0627) | |
| Constant | −0.0026*** | −0.0009*** | 0.0002* | 0.0015*** | 0.0028*** |
| (0.0003) | (0.0001) | (0.0001) | (0.0002) | (0.0003) | |
| No. of Obs | 491 | 491 | 491 | 491 | 491 |
| Pseudo R2 | 0.8458 | 0.8502 | 0.8531 | 0.8497 | 0.8448 |
| Variable | q.10 | q.25 | q.50 | q.75 | q.90 |
|---|---|---|---|---|---|
| ISI | 0.0173*** | 0.0080*** | 0.0032 | −0.0025 | −0.0004 |
| (0.0057) | (0.0030) | (0.0023) | (0.0033) | (0.0057) | |
| MKT | 1.0570*** | 1.0493*** | 1.0526** | 1.0624*** | 1.0451*** |
| (0.0213) | (0.0111) | (0.0084) | (0.0123) | (0.0213) | |
| SMB | 0.0087 | −0.0065 | 0.0040 | −0.0630* | −0.0633 |
| (0.0653) | (0.0342) | (0.0258) | (0.0377) | (0.0653) | |
| HML | 0.1090*** | 0.0681*** | 0.0513*** | 0.0796*** | 0.1065*** |
| (0.0339) | (0.0178) | (0.0134) | (0.0196) | (0.0339) | |
| WML | 0.0253 | 0.0164 | 0.0271** | 0.0094 | −0.0311 |
| (0.0305) | (0.0160) | (0.0120) | (0.0176) | (0.0305) | |
| IML | −0.0623 | −0.0813** | −0.1089*** | −0.0669* | −0.1028 |
| (0.0627) | (0.0328) | (0.0248) | (0.0362) | (0.0627) | |
| Constant | −0.0026*** | −0.0009*** | 0.0002* | 0.0015*** | 0.0028*** |
| (0.0003) | (0.0001) | (0.0001) | (0.0002) | (0.0003) | |
| No. of Obs | 491 | 491 | 491 | 491 | 491 |
| Pseudo | 0.8458 | 0.8502 | 0.8531 | 0.8497 | 0.8448 |
Note(s): *** is significant at 1%, ** at 5% and * at 10%