Is there a difference in mpg betwee automatic and manual transmissions?

## 
##  Welch Two Sample t-test
## 
## data:  cars1$mpg by cars1$am_char
## t = -3.7671, df = 18.332, p-value = 0.001374
## alternative hypothesis: true difference in means between group Automatic and group Manual is not equal to 0
## 95 percent confidence interval:
##  -11.280194  -3.209684
## sample estimates:
## mean in group Automatic    mean in group Manual 
##                17.14737                24.39231
## 
##  Welch Two Sample t-test
## 
## data:  graph_data1$mpg by graph_data1$Transmission
## t = -3.7671, df = 18.332, p-value = 0.001374
## alternative hypothesis: true difference in means between group Automatic and group Manual is not equal to 0
## 95 percent confidence interval:
##  -11.280194  -3.209684
## sample estimates:
## mean in group Automatic    mean in group Manual 
##                17.14737                24.39231
## 
##  Welch Two Sample t-test
## 
## data:  graph_data1$qsec by graph_data1$Transmission
## t = 1.2878, df = 25.534, p-value = 0.2093
## alternative hypothesis: true difference in means between group Automatic and group Manual is not equal to 0
## 95 percent confidence interval:
##  -0.4918522  2.1381679
## sample estimates:
## mean in group Automatic    mean in group Manual 
##                18.18316                17.36000

Conclusion: Manuel Cars are more fuel efficient