This Python script showcases the usage of the pandas.util.testing module for generating toy datasets in Pandas. It provides examples and functions for creating various types of toy data for testing and analysis purposes.
The code demonstrates the utilization of pandas.util.testing module to create toy datasets using Pandas. Here's an outline of what's included:
import pandas as pd
import pandas.util.testing as tm
import numpy as np
# Setting parameters for generated data
tm.N, tm.K = 15, 3
np.random.seed(400)
# Generating a monthly time-based DataFrame
tm.makeTimeDataFrame(freq='M').head()