Gallery¶

Chart examples rendered with the bundled AAPL sample data (mplchart.samples). Each chart is produced by the code cell right above it — copy it and adapt.

In [1]:

from mplchart.chart import Chart
from mplchart.samples import sample_prices
from mplchart.primitives import Candlesticks, Volume, Pane, LinePlot, TrendLines
from mplchart.indicators import SMA, BBANDS, RSI, MACD, MACDV, STOCH, KELTNER, DONCHIAN, DMI, BBP, BBW

prices = sample_prices()

from mplchart.chart import Chart from mplchart.samples import sample_prices from mplchart.primitives import Candlesticks, Volume, Pane, LinePlot, TrendLines from mplchart.indicators import SMA, BBANDS, RSI, MACD, MACDV, STOCH, KELTNER, DONCHIAN, DMI, BBP, BBW prices = sample_prices()

Candlesticks with Volume¶

In [2]:

Chart(prices, title="Candlesticks with Volume", max_bars=250).plot(
    Candlesticks(), Volume(),
).show()

Chart(prices, title="Candlesticks with Volume", max_bars=250).plot( Candlesticks(), Volume(), ).show()

Simple Moving Averages¶

In [3]:

Chart(prices, title="Simple Moving Averages", max_bars=250).plot(
    Candlesticks(), SMA(50), SMA(200),
).show()

Chart(prices, title="Simple Moving Averages", max_bars=250).plot( Candlesticks(), SMA(50), SMA(200), ).show()

Bollinger Bands¶

In [4]:

Chart(prices, title="Bollinger Bands", max_bars=250).plot(
    Candlesticks(), BBANDS(20),
).show()

Chart(prices, title="Bollinger Bands", max_bars=250).plot( Candlesticks(), BBANDS(20), ).show()

Relative Strength Index¶

In [5]:

Chart(prices, title="Relative Strength Index", max_bars=250).plot(
    Candlesticks(),
    Pane("above", yticks=(30, 50, 70)),
    LinePlot(RSI(14), overbought=70, oversold=30),
).show()

Chart(prices, title="Relative Strength Index", max_bars=250).plot( Candlesticks(), Pane("above", yticks=(30, 50, 70)), LinePlot(RSI(14), overbought=70, oversold=30), ).show()

MACD with Volume¶

In [6]:

Chart(prices, title="MACD with Volume", max_bars=250).plot(
    Candlesticks(), Volume(), Pane("below"), MACD(),
).show()

Chart(prices, title="MACD with Volume", max_bars=250).plot( Candlesticks(), Volume(), Pane("below"), MACD(), ).show()

Stochastic Oscillator¶

In [7]:

Chart(prices, title="Stochastic Oscillator", max_bars=250).plot(
    Candlesticks(), Pane("below"), STOCH(14),
).show()

Chart(prices, title="Stochastic Oscillator", max_bars=250).plot( Candlesticks(), Pane("below"), STOCH(14), ).show()

Keltner Channel¶

In [8]:

Chart(prices, title="Keltner Channel", max_bars=250).plot(
    Candlesticks(), KELTNER(20),
).show()

Chart(prices, title="Keltner Channel", max_bars=250).plot( Candlesticks(), KELTNER(20), ).show()

Trend Lines (experimental)¶

In [9]:

Chart(prices, title="Trend Lines (experimental)", max_bars=250).plot(
    Candlesticks(), TrendLines(),
).show()

Chart(prices, title="Trend Lines (experimental)", max_bars=250).plot( Candlesticks(), TrendLines(), ).show()

Donchian Channel¶

In [10]:

Chart(prices, title="Donchian Channel", max_bars=250).plot(
    Candlesticks(), DONCHIAN(20)
).show()

Chart(prices, title="Donchian Channel", max_bars=250).plot( Candlesticks(), DONCHIAN(20) ).show()

Directional Movement Index¶

In [11]:

Chart(prices, title="Directional Movement Index", max_bars=250).plot(
    Candlesticks(),
).pane("below").plot(
    DMI(14),
).show()

Chart(prices, title="Directional Movement Index", max_bars=250).plot( Candlesticks(), ).pane("below").plot( DMI(14), ).show()

MACD-V¶

In [12]:

Chart(prices, title="MACD-V", max_bars=250).plot(
    Candlesticks(), Volume(),
).pane("below").plot(
    MACDV(),
).show()

Chart(prices, title="MACD-V", max_bars=250).plot( Candlesticks(), Volume(), ).pane("below").plot( MACDV(), ).show()

Bollinger %B and Bandwidth¶

In [13]:

Chart(prices, title="Bollinger %B and Bandwidth", max_bars=250).plot(
    Candlesticks(), BBANDS(20),
).pane("above").plot(
    BBP(20),
).pane("below").plot(
    BBW(20),
).show()

Chart(prices, title="Bollinger %B and Bandwidth", max_bars=250).plot( Candlesticks(), BBANDS(20), ).pane("above").plot( BBP(20), ).pane("below").plot( BBW(20), ).show()