To append a collection of Index options together, use the append() method in Pandas. At first, import the required libraries −import pandas as pdCreating Pandas index −index1 = pd.Index([10, 20, 30, 40, 50]) Display the Pandas index −print("Pandas Index...", index1)Create a new index to be appended −index2 = pd.Index([60, 70, 80]) Append the new index −print("After appending...", index1.append(index2))ExampleFollowing is the code −import pandas as pd # Creating Pandas index index1 = pd.Index([10, 20, 30, 40, 50]) # Display the Pandas index print("Pandas Index...", index1) # Return the number of elements in the Index print("Number of elements in ... Read More

To get the Total seconds in the duration from the Timedelta object, use the timedelta.total_seconds() method.At first, import the required libraries −import pandas as pdTimeDeltas is Python’s standard datetime library uses a different representation timedelta’s, Create a Timedelta object −timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') Display the Timedelta −print("Timedelta...", timedelta)Get the total seconds −timedelta.total_seconds() ExampleFollowing is the code −import pandas as pd # TimeDeltas is Python’s standard datetime library uses a different representation timedelta’s # create a Timedelta object timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms ... Read More

To sort index values and also return the indices that would sort the index, use the index.sort_values(). The return_indexer parameter is set to be True.At first, import the required libraries −import pandas as pdCreating Pandas index −index = pd.Index([50, 10, 70, 95, 110, 90, 30]) Display the Pandas index −print("Pandas Index...", index)Sort index values. By default, sorts in Ascending order. Return the indices to sort the index using the "return_indexer" parameter with value True −print("Sort and also return the indices that would sort the index...", index.sort_values(return_indexer=True))ExampleFollowing is the code −import pandas as pd # Creating Pandas index index = ... Read More

To convert the Timedelta to a NumPy timedelta64, use the timedelta.to_timedelta64() method.At first, import the required libraries −import pandas as pdCreate a Timedelta object −timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') Display the Timedelta −print("Timedelta...", timedelta)Convert the Timedelta to a NumPy timedelta64 −timedelta.to_timedelta64() ExampleFollowing is the code −import pandas as pd # TimeDeltas is Python’s standard datetime library uses a different representation timedelta’s # create a Timedelta object timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') # display the Timedelta print("Timedelta...", timedelta) # Convert ... Read More

To return a numpy.timedelta64 object with ns precision, use the timedelta.to_timedelta64() method.At first, import the required libraries −import pandas as pdCreate a Timedelta object −timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') Display the Timedelta −print("Timedelta...", timedelta)Return a numpy.timedelta64 object with nanoseconds precision −timedelta.to_timedelta64() ExampleFollowing is the code −import pandas as pd # TimeDeltas is Python’s standard datetime library uses a different representation timedelta’s # create a Timedelta object timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') # display the Timedelta print("Timedelta...", timedelta) # ... Read More

To return a sorted copy of the index, use the index.sort_values() method in Pandas. The parameter ascending is set False.At first, import the required libraries −import pandas as pdCreating Pandas index −index = pd.Index([50, 10, 70, 95, 110, 90, 30]) Display the Pandas index −print("Pandas Index...", index)Sort index values. To sort values in Descending order, set the "ascending" parameter to "False" −print("Sort the index values in descending order...", index.sort_values(ascending=False))ExampleFollowing is the code −import pandas as pd # Creating Pandas index index = pd.Index([50, 10, 70, 95, 110, 90, 30]) # Display the Pandas index print("Pandas Index...", index) ... Read More

To convert a pandas Timedelta object into a Python timedelta object, use the timedelta.to_pytimedelta() method.At first, import the required libraries −import pandas as pdCreate a Timedelta object −timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') Display the Timedelta −print("Timedelta...", timedelta)Convert a pandas Timedelta object into a python timedelta object. Any nanosecond resolution will be lost −timedelta.to_pytimedelta() ExampleFollowing is the code −import pandas as pd # TimeDeltas is Python’s standard datetime library uses a different representation timedelta’s # create a Timedelta object timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms ... Read More

To return a sorted copy of the index, use the index.sort_values() method in Pandas. At first, import the required libraries −import pandas as pdCreating Pandas index −index = pd.Index([50, 10, 70, 95, 110, 90, 30]) Display the Pandas index −print("Pandas Index...", index)Sort index values. By default, sorts in Ascending order −print("Sort the index values...", index.sort_values()) ExampleFollowing is the code −import pandas as pd # Creating Pandas index index = pd.Index([50, 10, 70, 95, 110, 90, 30]) # Display the Pandas index print("Pandas Index...", index) # Return the number of elements in the Index print("Number of elements in ... Read More

To round the Timedelta with specified resolution, use the timestamp.round() method. Set the daily frequency resolution using the freq parameter with value ‘D’.At first, import the required libraries −import pandas as pdTimeDeltas is Python’s standard datetime library uses a different representation timedelta’s. Create a Timedelta object −timedelta = pd.Timedelta('2 days 11 hours 22 min 25 s 50 ms 45 ns') Display the Timedelta −print("Timedelta...", timedelta)Return the rounded Timestamp with daily frequency. Here, the specified resolution is set using the "freq" parameter −timedelta.round(freq='D') ExampleFollowing is the code −import pandas as pd # TimeDeltas is Python’s standard datetime library uses a ... Read More

To round the Timedelta with specified resolution, use the timestamp.round() method. Set the seconds frequency resolution using the freq parameter with value ‘s’.At first, import the required libraries −import pandas as pdCreate a Timedelta object −timedelta = pd.Timedelta('1 days 11 hours 22 min 25 s 50 ms 45 ns') Display the Timedelta −print("Timedelta...", timedelta)Return the rounded Timestamp with seconds frequency. Here, the specified resolution is set using the "freq" parameter: −timedelta.round(freq='s') ExampleFollowing is the code −import pandas as pd # TimeDeltas is Python’s standard datetime library uses a different representation timedelta’s # create a Timedelta object timedelta = pd.Timedelta('1 ... Read More