To move further in this topic it’s important to define both these terms separately:
Mathematics
Mathematics can simply be defined as a method of studying the relationships between shapes, quantities and numbers. It use symbols, signs, theorems and formulas and includes calculus, trigonometry, algebra, arithmetic and geometry.
Arithmetic
Arithmetic is a specific branch of mathematics that mainly deals with the multiplication, division, subtraction and addition. It uses numbers for calculations.
Arithmetic and the Ghost Story
Many thinkers classify arithmetic as study of logical ghosts. To understand this let me share a story with all readers. In some rural areas of India, a father and a son were moving towards a city on their bike. On the way father started telling his son about the stories of ghosts that were very popular in their village. Suddenly son asked his father that do you believe in ghosts. The sudden reply of father was “Of course not”. But on their way a thought came into father’s mind that if he believe in numbers he have believe in ghosts also, because a ghost is nothing but a non-concrete entity that cannot be touched and that have no mass or weight. So, what is a number? It is simply a symbol but with an attached and defined meaning. So a number study is just like a ghost study, but here your ghosts are defined by notations. For example- Egyptian number system was alien to all of us until we haven’t cracked the meanings associated with each number in Egyptian number system.