LIVE.txt

Call:
lm(formula = Data1$view_time_live_hr ~ Data1$after + Data1$premium + 
    (Data1$after * Data1$premium))

Residuals:
    Min      1Q  Median      3Q     Max 
-3.3128 -2.5293 -0.7593  1.7121 19.8460 

Coefficients:
                           Estimate Std. Error t value Pr(>|t|)    
(Intercept)                3.034936   0.005745 528.281  < 2e-16 ***
Data1$after               -0.035192   0.008067  -4.362 1.29e-05 ***
Data1$premium              0.277862   0.013917  19.966  < 2e-16 ***
Data1$after:Data1$premium -0.066682   0.019421  -3.433 0.000596 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 2.964 on 652795 degrees of freedom
Multiple R-squared:  0.001041,	Adjusted R-squared:  0.001036 
F-statistic: 226.8 on 3 and 652795 DF,  p-value: < 2.2e-16

TOTAL.txt

Call:
lm(formula = Data1$view_time_total_hr ~ Data1$after + Data1$premium + 
    (Data1$after * Data1$premium))

Residuals:
    Min      1Q  Median      3Q     Max 
-3.6040 -2.5545 -0.7589  1.7378 19.8460 

Coefficients:
                           Estimate Std. Error t value Pr(>|t|)    
(Intercept)                3.034936   0.005806 522.744  < 2e-16 ***
Data1$after               -0.035192   0.008153  -4.317 1.58e-05 ***
Data1$premium              0.454972   0.014064  32.349  < 2e-16 ***
Data1$after:Data1$premium  0.149301   0.019627   7.607 2.81e-14 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 2.995 on 652795 degrees of freedom
Multiple R-squared:  0.004568,	Adjusted R-squared:  0.004563 
F-statistic: 998.6 on 3 and 652795 DF,  p-value: < 2.2e-16

TSTV.txt

Call:
lm(formula = Data1$view_time_tstv_hr ~ Data1$after + Data1$premium + 
    (Data1$after * Data1$premium))

Residuals:
   Min     1Q Median     3Q    Max 
-0.263  0.000  0.000  0.000  9.409 

Coefficients:
                            Estimate Std. Error t value Pr(>|t|)    
(Intercept)               -2.606e-14  3.152e-04    0.00        1    
Data1$after                8.143e-14  4.427e-04    0.00        1    
Data1$premium              6.302e-02  7.637e-04   82.52   <2e-16 ***
Data1$after:Data1$premium  2.000e-01  1.066e-03  187.67   <2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 0.1626 on 652795 degrees of freedom
Multiple R-squared:  0.1762,	Adjusted R-squared:  0.1762 
F-statistic: 4.655e+04 on 3 and 652795 DF,  p-value: < 2.2e-16