Plotly Cheat Sheet

import plotly.express as pxfig = px.scatter(    df, x="gdp_per_cap", y="life_exp", color="continent",    size="population", hover_name="country", log_x=True,)fig.update_layout(title="Life Expectancy vs GDP")fig.show()fig2 = px.line(df, x="date", y="value", color="category")fig2.write_html("chart.html")            # export interactive HTML

import plotly.graph_objects as gofig = go.Figure()fig.add_trace(go.Scatter(x=x, y=y1, mode="lines+markers", name="series A"))fig.add_trace(go.Bar(x=x, y=y2, name="series B"))fig.update_layout(    xaxis_title="X", yaxis_title="Y",    template="plotly_dark",)

from plotly.subplots import make_subplotsfig = make_subplots(rows=1, cols=2, subplot_titles=("Left", "Right"))fig.add_trace(go.Scatter(x=x, y=y), row=1, col=1)fig.add_trace(go.Bar(x=x, y=y2), row=1, col=2)fig.write_image("out.png")               # requires the kaleido package