How to reshape Pandas Series?

In this article, we will see how to reshaping Pandas Series. So, for reshaping the Pandas Series we are using reshape() method of Pandas Series object.

Syntax: Pandas.Series.values.reshape((dimension))

Return: return an ndarray with the values shape if the specified shape matches exactly the current shape, then return self (for compat)

Let’s see some of the examples:

Example 1:

Python3

# import pandas library
import pandas as pd

# make an array
array = [2, 4, 6, 8, 10, 12]

# create a series
series_obj = pd.Series(array)

# convert series object into array
arr = series_obj.values

# reshaping series
reshaped_arr = arr.reshape((3, 2))

# show
reshaped_arr

Output:

Example 2:

Python3

# import pandas library
import pandas as pd

# make an array
array = ["ankit","shaurya",
         "shivangi", "priya",
         "jeet","ananya"]

# create a series
series_obj = pd.Series(array)

print("Given Series:\n", series_obj)

# convert series object into array
arr = series_obj.values

# reshaping series
reshaped_arr = arr.reshape((2, 3))

# show
print("After Reshaping: \n", reshaped_arr)

Output: