Chart elements

Streamlit's native charts cover nearly every visual a data app or dashboard needs. The simple chart commands, like st.line_chart and st.bar_chart, give you a chart from a dataframe in one line. For more control, use Vega-Lite through Altair, or Apache ECharts for chart types like sankey diagrams, gauges, and network graphs. Streamlit also supports Plotly, Matplotlib, deck.gl maps, and Mermaid and Graphviz diagrams. Plotly and Matplotlib are optional packages; install them with pip install "streamlit[charts]".

star

Tip

Not sure which command to use? See Choosing and using charts. Rebuilding visuals from a Power BI or Tableau dashboard? See Coming from a BI tool? for a mapping of BI visuals, filters, and drill-downs to Streamlit.

Simple chart elements

Simple area charts

Display an area chart.

Python

st.area_chart(my_data_frame)

Simple bar charts

Display a bar chart.

Python

st.bar_chart(my_data_frame)

Simple line charts

Display a line chart.

Python

st.line_chart(my_data_frame)

Simple scatter charts

Display a scatter chart.

Python

st.scatter_chart(my_data_frame)

Scatterplots on maps

Display a map with points on it.

Python

st.map(my_data_frame)

Advanced chart elements

Altair

Display a chart using the Altair library.

Python

st.altair_chart(my_altair_chart)

ECharts

Display an interactive Apache ECharts chart, including sankey, gauge, network, and other chart types.

Python

st.echarts_chart(my_echarts_option)

Vega-Lite

Display a chart using the Vega-Lite library.

Python

st.vega_lite_chart(my_vega_lite_chart)

Plotly

Display an interactive Plotly chart.

Python

st.plotly_chart(my_plotly_chart)

PyDeck

Display a chart using the PyDeck library.

Python

st.pydeck_chart(my_pydeck_chart)

Mermaid chart

Display a Mermaid diagram.

Python

st.mermaid_chart("graph LR\n  A --> B")

GraphViz

Display a graph using the dagre-d3 library.

Python

st.graphviz_chart(my_graphviz_spec)

Matplotlib

Display a matplotlib.pyplot figure.

Python

st.pyplot(my_mpl_figure)

arrow_backPrevious: Data elementsarrow_forwardNext: st.area_chart

forum

Still have questions?

Our forums are full of helpful information and Streamlit experts.