candlestick.py

A Candlestick chart based on stock price data. This example demonstrates combining multiple glyphs.

Details

Sampledata

bokeh.sampledata.stocks

Bokeh APIs

Figure.segment, Figure.vbar

More info

Plotting with basic glyphs > Combining multiple glyphs

Keywords

candlestick

from math import pi

import pandas as pd

from bokeh.plotting import figure, show
from bokeh.sampledata.stocks import MSFT

df = pd.DataFrame(MSFT)[:50]
df["date"] = pd.to_datetime(df["date"])

inc = df.close > df.open
dec = df.open > df.close
w = 12*60*60*1000 # half day in ms

TOOLS = "pan,wheel_zoom,box_zoom,reset,save"

p = figure(x_axis_type="datetime", tools=TOOLS, width=1000, title = "MSFT Candlestick")
p.xaxis.major_label_orientation = pi/4
p.grid.grid_line_alpha=0.3

p.segment(df.date, df.high, df.date, df.low, color="black")
p.vbar(df.date[inc], w, df.open[inc], df.close[inc], fill_color="#D5E1DD", line_color="black")
p.vbar(df.date[dec], w, df.open[dec], df.close[dec], fill_color="#F2583E", line_color="black")

show(p)