# Divide each row by a vector element using NumPy

Prerequisite: Numpy module

The following article depicts how the rows of a Numpy array can be divided by a vector element. The vector element can be a single element, multiple element, or an array. Division operator ( / ) is employed to produce the required functionality.  We can divide rows of 1-D, 2-D, or even more types of arrays with vector element and the following examples will help you understand better:

Example 1:

## Python3

 `# Importing Numpy module  ` `import` `numpy as np ` ` `  `# Creating 1-D Numpy array ` `n_arr ``=` `np.array([``20``, ``30``, ``40``]) ` `print``(``"Given 1-D Array:"``) ` `print``(n_arr) ` ` `  `# Vector element  ` `vec ``=` `np.array([``12``]) ` `print``(``"\nVector element:"``) ` `print``(vec) ` ` `  `# Dividing rows of 1-D array with vector element ` `print``(``"\nResultant Array"``) ` `print``(n_arr ``/` `vec[:,``None``])`

Output: In the above example, we divide the rows of 1-D Numpy array with vector element i.e 

Example 2:

## Python3

 `# Importing Numpy module  ` `import` `numpy as np ` ` `  `# Creating 2-D Numpy array ` `n_arr ``=` `np.array([[``20``, ``35``, ``40``], ` `                ``[``10``, ``51``, ``25``]]) ` ` `  `print``(``"Given 2-D Array:"``) ` `print``(n_arr) ` ` `  `# Vector element  ` `vec ``=` `np.array([``2.5``]) ` `print``(``"\nVector element:"``) ` `print``(vec) ` ` `  `# Dividing rows of 2-D array with vector element ` `print``(``"\nResultant Array"``) ` `print``(n_arr ``/` `vec[:,``None``])`

Output: In the above example, we divide the rows of 2-D Numpy array with vector element i.e [2.5]

Example 3:

## Python3

 `# Importing Numpy module  ` `import` `numpy as np ` ` `  `# Creating 3-D Numpy array ` `n_arr ``=` `np.array([[[``10``, ``25``], [``30``, ``45``]],  ` `                  ``[[``50``, ``65``], [``70``, ``85``]]]) ` ` `  `print``(``"Given 3-D Array:"``) ` `print``(n_arr) ` ` `  `# Vector element  ` `vec ``=` `np.array([``3``, ``3``]) ` `print``(``"\nVector element:"``) ` `print``(vec) ` ` `  `# Dividing rows of 3-D array with vector element ` `print``(``"\nResultant Array"``) ` `print``(n_arr ``/` `vec[:,``None``])`

Output: In the above example, we divide the rows of 3-D Numpy array with vector element i.e [3, 3]

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