The rabbis of the Talmud teach us that in order to make a fast day meaningful, one should share the money and food they saved by not eating with someone in need.  

אגרא דתעניתא צדקתא. ברכות ו ע”ב 

In a practical sense when fasting, we can better relate to someone who is hungry because they simply do not have food to eat.

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