In this article, I will focus on giving you a hands-on guide on how to build a dashboard in Python. As a framework, we will be using Dash, and the goal is to create a basic dashboard with a dropdown and two reactive graphs: Developed as an open-source library by Plot...
The functionggarrange()[ggpubr] provides a convenient solution to arrange multiple ggplots over multiple pages. After specifying the argumentsnrowandncol,ggarrange()` computes automatically the number of pages required to hold the list of the plots. It returns a list of arranged ggplots. For exa...
However, the next_year figures show some erroneous data. Before going any further with this data, you decide to replace it with null values: Python >>> ( ... sales_trends ... .with_columns( ... pl.col("next_year").replace( ... [float("inf"), -float("inf"), float("...
This script prompts the user to enter the sales figures, converts the input to floating-point numbers usingfloat(), and then calculates the total sales. 3. Using Functions To make your code reusable, you can create a function to add two numbers. Here’s an example: def add_sales(californ...
Combining Data from Multiple Sheets Another routine Excel task you will encounter is combining data from various sheets or workbooks. Python can make this process easier. For example, if you have sales figures for multiple quarters in separate workbooks, you can combine them using Python. ...
GeoCAT-examples repo contains visualization examples that demonstrate how to how to plot data with packages in the Python ecosystem (primarily, Matplotlib and Cartopy). Specifically, visualizations in this repository are intended to demonstrate Python ways of generating figures akin to theNCL Application...
Python is so flexible that it gives us the flexibility to use multiple libraries in the same plot. For removing the axes, we can use the combination of the matplotlib and the seaborn library of python. Thedespine()function is used to set the visibility of the axes. However, here the way...
How to Add a caption to ggplot2 Plots in R? (datasciencetut.com) With the previously displayed R code, we produced a scatterplot, a barplot, and a boxplot of the iris flower data set, as seen in Figures 1, 2, and 3. Example 1: Create ggplot2 plots from scratch using the patchwo...
Version Control for Cross-Browser Testing: With Python WebDriver Manager, you can specify particular driver versions to test across multiple browser versions, ensuring your application functions as expected on different browser releases. Simplifies CI/CD Integration: WebDriver Manager makes it...
Programmers fluent in Python work in leading-edge fields like machine learning and artificial intelligence. Another benefit of Python is that it’s a relatively easy language to learn, because its code is closer to plain English than Java or C++. This allows students to move more quickly into ...