What are some examples of interactive visualizations in Python?
An example of an AI chatbot conversation about interactive visualizations using Python libraries.
What are some examples of interactive visualizations in Python?
Python offers several libraries for creating interactive visualizations, such as Plotly, Bokeh, and Dash.
Can you show me an example using Plotly?
Sure! With Plotly, you can create interactive graphs like scatter plots and line charts. Here's a simple example:
import plotly.express as px
# Sample data
data = px.data.iris()
# Create an interactive scatter plot
fig = px.scatter(data, x='sepal_width', y='sepal_length', color='species')
fig.show()
What about Bokeh? How does it compare?
Bokeh is great for creating interactive web-based visualizations. It allows for more customization compared to Plotly, but it might require more code to set up.
Can I use Dash for web applications?
Absolutely! Dash is built on top of Flask and Plotly, making it perfect for building interactive web applications with visualizations.
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