Suppose i have the data frame below:
I checked the documentation but it's only based on a single column.
Reproducible code:
x = np.random.normal(100,5,100)
data = pd.DataFrame(x)
epsilon = 10
data.columns = ['x']
data['lower'] = x - epsilon
data['upper'] = x + epsilon
data
I'd actually like to use altair, since i like it's interactivity.
You can layer a line and an area chart, usng the y and y2 encodings to specify the range:
import altair as alt
import pandas as pd
import numpy as np
x = np.random.normal(100,5,100)
epsilon = 10
data = pd.DataFrame({
'x': x,
'lower': x - epsilon,
'upper': x + epsilon
}).reset_index()
line = alt.Chart(data).mark_line().encode(
x='index',
y='x'
)
band = alt.Chart(data).mark_area(
opacity=0.5
).encode(
x='index',
y='lower',
y2='upper'
)
band + line
