Hypernyms

## 
##  Pearson's product-moment correlation
## 
## data:  hyper$hypernyms and hyper$mean_rating
## t = -12.321, df = 448, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  -0.5690704 -0.4306877
## sample estimates:
##        cor 
## -0.5030968
## 
## Call:
## lm(formula = mean_rating ~ hypernyms_all + log_hyponyms_all, 
##     data = hyper)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.81796 -0.27210 -0.01673  0.24336  1.20522 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)       0.085278   0.049799   1.712   0.0875 .  
## hypernyms_all    -0.061889   0.005006 -12.364   <2e-16 ***
## log_hyponyms_all  0.122163   0.012086  10.108   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.392 on 447 degrees of freedom
##   (23 observations deleted due to missingness)
## Multiple R-squared:  0.377,  Adjusted R-squared:  0.3742 
## F-statistic: 135.2 on 2 and 447 DF,  p-value: < 2.2e-16

Nouns:

## 
##  Pearson's product-moment correlation
## 
## data:  nouns_only$hypernyms and nouns_only$mean_rating
## t = -8.6449, df = 363, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  -0.4948546 -0.3242973
## sample estimates:
##       cor 
## -0.413193

Verbs:

## 
##  Pearson's product-moment correlation
## 
## data:  verbs_only$hypernyms and verbs_only$mean_rating
## t = -1.824, df = 83, p-value = 0.07175
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  -0.39299872  0.01754026
## sample estimates:
##        cor 
## -0.1963177

Hyponyms

## 
##  Pearson's product-moment correlation
## 
## data:  hyper$log_hyponyms_all and hyper$mean_rating
## t = 10.472, df = 471, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  0.3584727 0.5049626
## sample estimates:
##       cor 
## 0.4345876

Nouns:

## 
##  Pearson's product-moment correlation
## 
## data:  nouns_only$log_hyponyms_all and nouns_only$mean_rating
## t = 9.7543, df = 365, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  0.3695562 0.5323143
## sample estimates:
##       cor 
## 0.4547235

Verbs:

## 
##  Pearson's product-moment correlation
## 
## data:  verbs_only$log_hyponyms_all and verbs_only$mean_rating
## t = 4.2605, df = 104, p-value = 4.49e-05
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
##  0.2101923 0.5367752
## sample estimates:
##       cor 
## 0.3854913