Rishikesh Kumar Rishi has Published 1156 Articles

Getting vertical gridlines to appear in line plot in matplotlib

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:37:50

4K+ Views

Using plt.grid(axis="x") method, we can plot vertical gridlines.StepsMake a list of numbers.Set the X-axis label using plt.xlabel() method.Set the Y-axis label using plt.ylabel() method.Toggle the gridlines, and optionally set the properties of the lines, using plt.grid() method.To show the figure, use the plt.show() method, where the argument axis can be ... Read More

How to plot a high resolution graph in Matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:36:08

17K+ Views

We can use the resolution value, i.e., dots per inch, and the image format to plot a high-resolution graph in Matplotlib.StepsCreate a dictionary with Column 1 and Column 2 as the keys and Values are like i and i*i, where i is from 0 to 10, respectively.Create a data frame ... Read More

How do I get interactive plots again in Spyder/Ipython/matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:31:31

3K+ Views

To get interactive plots, we need to activate the figure. Using plt.ioff() and plt.ion(), we can perform interactive actions with plot.StepsCreate fig and ax variables using subplots method, where default nrows and ncols are 1.Draw a line, using plot() method.Set the color of the line, i.e., orange.Stopped the interaction, using ... Read More

How to plot two columns of a Pandas data frame using points?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:23:40

3K+ Views

First, we can initialize the dictionary with col1 and col2, convert it into a data frame. After that, we can plot this data with ‘o’ and ‘rx’ style.StepsCreate a dictionary with Column 1 and Column 2 as the keys and Values are like i and i*i, where i is from ... Read More

How do you determine which backend is being used by matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:21:24

950 Views

Using matplotlib.get_backend(), we can get the backend value.StepsImport matplotlib.To return the name of the current backend, use the get_backend() method.Exampleimport matplotlib print("Backend used by matplotlib is: ", matplotlib.get_backend())OutputBackend used by matplotlib is: GTK3Agg

How to dynamically update a plot in a loop in Ipython notebook?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:20:15

2K+ Views

We can iterate a plot using display.clear_output(wait=True), display.display(pl.gcf()) and time.sleep() methods in a loop to get the exact output.StepsPlot a sample (or samples) from the "standard normal" distribution using pylab.randn().Clear the output of the current cell receiving output, wait=False(default value), wait to clear the output until new output is available ... Read More

Creating a Heatmap in matplotlib with pcolor

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:19:19

482 Views

First, we can create an image using imshow method, taking a harvest matrix. After that, we can mark those image pixels with some value.StepsCreate a list of subjects.Create a list of students.Create a harvest matrix.Create fig and ax variables using subplots method, where default nrows and ncols are 1.Display data ... Read More

How can I plot a confusion matrix in matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:15:47

976 Views

Using imshow method, we can create an image with an input (5, 5) array dimension. After that, we can use the xticks and yticks method to mark the ticks on the axes.StepsReturn random floats in the half-open interval [5, 5) and interpolation='nearest'.Display data as an image, i.e., on a 2D ... Read More

How to rotate X-axis tick labels in Pandas bar plot?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:11:47

8K+ Views

Using plt.xticks(x, labels, rotation='vertical'), we can rotate our tick’s label.StepsCreate two lists, x, and y.Create labels with a list of different cities.Adjust the subplot layout parameters, where bottom = 0.15.Add a subplot to the current figure, where nrow = 1, ncols = 2 and index = 1.Plot the line using ... Read More

How to make a discrete colorbar for a scatter plot in matplotlib?

Rishikesh Kumar Rishi

Rishikesh Kumar Rishi

Updated on 15-Mar-2021 08:09:54

8K+ Views

Using plt.colorbar(ticks=np.linspace(-2, 2, 5)), we can create a discrete color bar.StepsReturn random floats in the half open interval, i.e., x, using np.random.random method.Return random floats in the half open interval, i.e., y, using np.random.random method.Return random integers from `low` (inclusive) to `high` (exclusive), i.e., z, using np.random.randint(-2, 3, 20) method.Set ... Read More

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