We
can enable/disable, I like it and tag buttons and functionality on farm level.
Here
is a way to display/hide these buttons on page level, insert below style scripts
into content editor web part:
<style
type="text/css">
.s4-socialdata-notif{
text-align: left;
display: none;
}
</style>