Association between market return and tweet volume
| Variable | q.10 | q.25 | q.50 | q.75 | q.90 |
|---|---|---|---|---|---|
| TVT | −0.0005 | −0.0001 | −0.0003 | −0.0003 | 0.0000 |
| (0.0007) | (0.0003) | (0.0002) | (0.0003) | (0.0006) | |
| MKT | 1.0506*** | 1.0511*** | 1.0533*** | 1.0642*** | 1.0451*** |
| (0.0250) | (0.0119) | (0.0084) | (0.0121) | (0.0208) | |
| SMB | 0.0121 | 0.0239 | −0.0054 | −0.0650* | −0.0596 |
| (0.0769) | (0.0366) | (0.0259) | (0.0372) | (0.0639) | |
| HML | 0.1078*** | 0.0732*** | 0.0559*** | 0.0678*** | 0.1071*** |
| (0.0397) | (0.0189) | (0.0134) | (0.0192) | (0.0330) | |
| WML | 0.0362 | 0.0094 | 0.0202* | −0.0017 | −0.0330 |
| (0.0359) | (0.0171) | (0.0121) | (0.0174) | (0.0299) | |
| IML | −0.0947 | −0.1050*** | −0.1021*** | −0.0635* | −0.1071* |
| (0.0737) | (0.0351) | (0.0248) | (0.0357) | (0.0613) | |
| Constant | 0.0012 | −0.0003 | 0.0025 | 0.0034 | 0.0030 |
| (0.0045) | (0.0022) | (0.0015) | (0.0022) | (0.0038) | |
| No. of Obs | 491 | 491 | 491 | 491 | 491 |
| Pseudo R2 | 0.8416 | 0.8481 | 0.8529 | 0.8497 | 0.8448 |
| Variable | q.10 | q.25 | q.50 | q.75 | q.90 |
|---|---|---|---|---|---|
| TVT | −0.0005 | −0.0001 | −0.0003 | −0.0003 | 0.0000 |
| (0.0007) | (0.0003) | (0.0002) | (0.0003) | (0.0006) | |
| MKT | 1.0506*** | 1.0511*** | 1.0533*** | 1.0642*** | 1.0451*** |
| (0.0250) | (0.0119) | (0.0084) | (0.0121) | (0.0208) | |
| SMB | 0.0121 | 0.0239 | −0.0054 | −0.0650* | −0.0596 |
| (0.0769) | (0.0366) | (0.0259) | (0.0372) | (0.0639) | |
| HML | 0.1078*** | 0.0732*** | 0.0559*** | 0.0678*** | 0.1071*** |
| (0.0397) | (0.0189) | (0.0134) | (0.0192) | (0.0330) | |
| WML | 0.0362 | 0.0094 | 0.0202* | −0.0017 | −0.0330 |
| (0.0359) | (0.0171) | (0.0121) | (0.0174) | (0.0299) | |
| IML | −0.0947 | −0.1050*** | −0.1021*** | −0.0635* | −0.1071* |
| (0.0737) | (0.0351) | (0.0248) | (0.0357) | (0.0613) | |
| Constant | 0.0012 | −0.0003 | 0.0025 | 0.0034 | 0.0030 |
| (0.0045) | (0.0022) | (0.0015) | (0.0022) | (0.0038) | |
| No. of Obs | 491 | 491 | 491 | 491 | 491 |
| Pseudo | 0.8416 | 0.8481 | 0.8529 | 0.8497 | 0.8448 |
Note(s): *** is significant at 1%, ** at 5% and * at 10%