Plot Types¶

Overview of all available plot types.

In [1]:

import plotly.express as px
import xarray as xr

from xarray_plotly import config, xpx

config.notebook()

import plotly.express as px import xarray as xr from xarray_plotly import config, xpx config.notebook()

In [2]:

# Sample data
df = px.data.stocks().set_index("date")
df.index = df.index.astype("datetime64[ns]")

stocks = xr.DataArray(
    df.values,
    dims=["date", "company"],
    coords={"date": df.index, "company": df.columns.tolist()},
    name="price",
)

# Sample data df = px.data.stocks().set_index("date") df.index = df.index.astype("datetime64[ns]") stocks = xr.DataArray( df.values, dims=["date", "company"], coords={"date": df.index, "company": df.columns.tolist()}, name="price", )

area¶

In [3]:

xpx(stocks).area()

xpx(stocks).area()

bar¶

In [4]:

xpx(stocks.isel(date=[0, 25, 50, 75, 100])).bar()

xpx(stocks.isel(date=[0, 25, 50, 75, 100])).bar()

box¶

In [5]:

xpx(stocks).box()

xpx(stocks).box()

imshow¶

In [6]:

xpx(stocks).imshow()

xpx(stocks).imshow()

line¶

In [7]:

xpx(stocks).line()

xpx(stocks).line()

pie¶

In [8]:

xpx(stocks.isel(date=-1)).pie()

xpx(stocks.isel(date=-1)).pie()

scatter¶

In [9]:

xpx(stocks).scatter()

xpx(stocks).scatter()