How can I create interactive plots using Plotly in Python?

How can I create interactive plots using Plotly in Python?

You can create interactive plots in Python using the Plotly library. First, install it using pip: pip install plotly. Then, you can use it to create various types of plots like scatter plots, line charts, and more.

Can you show me a simple example of a scatter plot?

Sure! Here's a simple example:

import plotly.express as px
import pandas as pd

# Sample data
df = pd.DataFrame({
    'x': [1, 2, 3, 4, 5],
    'y': [10, 11, 12, 13, 14]
})

# Create scatter plot
fig = px.scatter(df, x='x', y='y', title='Simple Scatter Plot')
fig.show()

What other types of plots can I create with Plotly?

With Plotly, you can create a variety of plots including bar charts, line charts, pie charts, heatmaps, and 3D plots. Each type has its own set of customization options.

Is it possible to customize the appearance of the plots?

Yes, you can customize colors, labels, titles, and more using Plotly's extensive styling options. You can also add hover effects and annotations.