How to set the range of the y axis in python

How to set the range of the y axis in python

To set the range of the y-axis in a plot in Python, you can use the appropriate function provided by the plotting library you are using. Here, I'll provide examples using both matplotlib and seaborn, which are popular plotting libraries in Python.

  1. Using Matplotlib: Matplotlib is a widely used plotting library in Python.

    import matplotlib.pyplot as plt

# Create some example data
x = [1, 2, 3, 4, 5]
y = [10, 20, 15, 25, 30]

plt.plot(x, y)
plt.ylim(0, 35)  # Set the y-axis range from 0 to 35

plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.title('Custom Y-axis Range')
plt.show()

  2. Using Seaborn: Seaborn is a higher-level interface to Matplotlib that simplifies many plotting tasks.

    import seaborn as sns
import matplotlib.pyplot as plt

# Create some example data
x = [1, 2, 3, 4, 5]
y = [10, 20, 15, 25, 30]

sns.lineplot(x=x, y=y)
plt.ylim(0, 35)  # Set the y-axis range from 0 to 35

plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.title('Custom Y-axis Range with Seaborn')
plt.show()

Both examples use the plt.ylim() function to set the range of the y-axis. Replace the data and plotting functions with your own data and visualization methods.

Examples

  1. "Set y-axis range in matplotlib Python"

    Description: Learn how to customize the range of the y-axis in a matplotlib plot.

    import matplotlib.pyplot as plt

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
plt.plot(x, y)

# Set y-axis range
plt.ylim(0, 60)

# Show plot
plt.show()

  2. "Adjust y-axis limits in seaborn Python"

    Description: Discover how to modify the y-axis limits in a seaborn plot.

    import seaborn as sns

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
sns.lineplot(x, y)

# Set y-axis range
plt.ylim(0, 60)

# Show plot
plt.show()

  3. "Python plot y-axis range control"

    Description: Find out how to control the range of the y-axis in Python plots.

    import matplotlib.pyplot as plt

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
plt.plot(x, y)

# Set y-axis range
plt.ylim(bottom=0, top=60)

# Show plot
plt.show()

  4. "Change y-axis limits in Python plotly"

    Description: Understand how to adjust the y-axis limits in a plotly plot.

    import plotly.graph_objects as go

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Create figure
fig = go.Figure()

# Add trace
fig.add_trace(go.Scatter(x=x, y=y))

# Set y-axis range
fig.update_yaxes(range=[0, 60])

# Show plot
fig.show()

  5. "Adjust y-axis scale in Python matplotlib"

    Description: Learn how to scale and set limits on the y-axis in a matplotlib plot.

    import matplotlib.pyplot as plt

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
plt.plot(x, y)

# Set y-axis scale and limits
plt.yscale('linear')  # or 'log', 'symlog', 'logit'
plt.ylim(0, 60)

# Show plot
plt.show()

  6. "Python seaborn adjust y-axis range"

    Description: Discover how to customize the y-axis range in a seaborn plot.

    import seaborn as sns

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
sns.lineplot(x, y)

# Set y-axis range
plt.ylim(0, 60)

# Show plot
plt.show()

  7. "Set y-axis limits in Python pandas plot"

    Description: Find out how to set limits on the y-axis in a pandas plot.

    import pandas as pd

# Sample data
data = {'x': [1, 2, 3, 4, 5], 'y': [10, 20, 30, 40, 50]}
df = pd.DataFrame(data)

# Plot data
df.plot(x='x', y='y')

# Set y-axis range
plt.ylim(0, 60)

# Show plot
plt.show()

  8. "Python plot y-axis range control matplotlib"

    Description: Learn how to control the range of the y-axis in matplotlib plots in Python.

    import matplotlib.pyplot as plt

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
plt.plot(x, y)

# Set y-axis range
plt.ylim(bottom=0, top=60)

# Show plot
plt.show()

  9. "Adjust y-axis limits in Python seaborn plot"

    Description: Discover how to adjust the y-axis limits in seaborn plots in Python.

    import seaborn as sns

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Plot data
sns.lineplot(x, y)

# Set y-axis range
plt.ylim(0, 60)

# Show plot
plt.show()

  10. "Change y-axis range in Python plotly plot"

    Description: Understand how to change the range of the y-axis in plotly plots in Python.

    import plotly.graph_objects as go

# Sample data
x = [1, 2, 3, 4, 5]
y = [10, 20, 30, 40, 50]

# Create figure
fig = go.Figure()

# Add trace
fig.add_trace(go.Scatter(x=x, y=y))

# Set y-axis range
fig.update_yaxes(range=[0, 60])

# Show plot
fig.show()

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