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Sub-skill of plotly: 1. Use Plotly Express for Quick Plots (+4).
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Showing SKILL.md
| name | plotly-1-use-plotly-express-for-quick-plots |
| description | Sub-skill of plotly: 1. Use Plotly Express for Quick Plots (+4). |
| version | 1.0.0 |
| category | data-visualization |
| type | reference |
| scripts_exempt | true |
# Simple and readable
fig = px.scatter(df, x='x', y='y', color='category', title='Quick Scatter')
# More control
fig = go.Figure()
fig.add_trace(go.Scatter(x=x, y=y, mode='markers'))
fig.update_layout(title='Custom Chart')
# Use Scattergl for >10k points
fig = go.Figure(data=go.Scattergl(x=x, y=y, mode='markers'))
fig.update_layout(
autosize=True,
margin=dict(l=20, r=20, t=40, b=20)
)
fig.update_traces(
hovertemplate='<b>%{x}</b><br>Value: %{y:.2f}<extra></extra>'
)