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Example 2 for Butterfly chart (version2) #4984

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Added plotly-universities-1.ipynb for visualization updates
SimaRaha Jan 1, 2025
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butterfly with neutral column
rl-utility-man Feb 6, 2025
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rl-utility-man Feb 6, 2025
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rl-utility-man Mar 16, 2025
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rl-utility-man Apr 16, 2025
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introductory text edit.
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rl-utility-man Apr 30, 2025
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edited introductory text to be order independent
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edited introductory text to be order independent 
this ensures that the introductory text makes sense even if the more complex example appears first.
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rl-utility-man authored May 17, 2025
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2 changes: 1 addition & 1 deletion doc/python/horizontal-bar-charts.md
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Expand Up @@ -221,7 +221,7 @@ fig.show()

### Diverging Bar (or Butterfly) Chart with Neutral Column

The previous diverging bar chart example excluded neutral responses. This variation includes them in a separate column. Jonathan Schwabish discusses tradeoffs between these options on page 92-97 of _Better Data Visualizations_.
The other diverging bar chart example excludes neutral responses. This variation includes them in a separate column. Jonathan Schwabish discusses tradeoffs between these options on page 92-97 of _Better Data Visualizations_.

```python
import pandas as pd
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