1. Use Plotly Express for Quick Plots (+4)
1. Use Plotly Express for Quick Plots
# Simple and readable
fig = px.scatter(df, x='x', y='y', color='category', title='Quick Scatter')
2. Graph Objects for Complex Customization
# More control
fig = go.Figure()
fig.add_trace(go.Scatter(x=x, y=y, mode='markers'))
fig.update_layout(title='Custom Chart')
3. Optimize for Large Datasets
# Use Scattergl for >10k points
fig = go.Figure(data=go.Scattergl(x=x, y=y, mode='markers'))
4. Responsive Design
fig.update_layout(
autosize=True,
margin=dict(l=20, r=20, t=40, b=20)
)
5. Custom Hover Templates
fig.update_traces(
hovertemplate='<b>%{x}</b><br>Value: %{y:.2f}<extra></extra>'
)
vamseeachanta