import pandas as pd
import hvplot.pandas  # noqa

from bokeh.sampledata import iris, stocks 

iris = iris.flowers

hvplot.scatter_matrix(iris, c="species")

hvplot.parallel_coordinates(iris, "species")

hvplot.andrews_curves(iris, "species")

index = pd.DatetimeIndex(stocks.AAPL['date'])
stock_df = pd.DataFrame({'IBM': stocks.IBM['close'], 'AAPL': stocks.AAPL['close']}, index=index)

hvplot.lag_plot(stock_df, lag=365, alpha=0.3)

stock_df.hvplot.line()