Deploying Plumber APIs with RStudio Connect Overview As a developer, you’ve likely worked with various web frameworks to build RESTful APIs. In recent years, Plumber has emerged as a popular choice for building APIs in R, thanks to its simplicity and ease of use. However, when it comes to deploying these APIs on platforms like ShinyApps.io, things can get more complicated. In this article, we’ll delve into the world of Plumber and RStudio Connect API deployment, exploring the reasons behind the compatibility issues and providing solutions for a seamless experience.

Plotting Sized Circles Using R: A Step-by-Step Guide Introduction R is a popular programming language for statistical computing and graphics. It provides an efficient way to create high-quality visualizations, including plots of circles with varying sizes based on specific data points. In this article, we will explore how to achieve this using the ggplot2 library in R. Background The question provided at Stack Overflow presents a scenario where a user wants to visualize data points as sized circles in R, similar to what can be achieved in Tableau.

Checking Common IDs in Multiple Dataframes in R As data analysts and scientists, we often work with multiple datasets that share common columns. In such scenarios, it’s essential to identify the common elements across these datasets to ensure consistency and accuracy in our analysis. In this article, we’ll explore a solution to check for common IDs (or any other common column) between multiple dataframes in R. Understanding the Problem The problem statement involves two dataframes, DB07 and DB08, which share a common column named ID.

Understanding the Purpose of csv Extension in Pandas’ read_csv Method Introduction The read_csv method in Pandas is one of the most commonly used functions for reading comma-separated values (CSV) files. However, a question on Stack Overflow sparked curiosity among users about whether there’s any reason to keep the extension csv in the method name, even though it doesn’t exclusively process only CSV files. In this article, we’ll delve into the history and design of Pandas’ read_csv method, explore its functionality beyond CSV files, and discuss why the csv extension remains relevant despite its broader capabilities.

Putting a ggplot into a Word doc using Officer in R ===================================================== This post explains how to use the officer package in R to replace a bookmark with an image from a ggplot object in a Microsoft Word document. The process involves several steps and requires some understanding of R, Office file formats, and the officer package. Introduction Microsoft Word provides a range of features for inserting images, tables, and other content into documents.

Working with JSON Data in SQL Server ===================================== As the need for storing and retrieving complex data structures increases, many developers are looking for ways to work with JSON data in their databases. In this article, we will explore how to insert JSON data into a SQL Server table and store it in a column that can handle dynamic content. Understanding SQL Server’s Support for JSON Data SQL Server has been supporting JSON data since version 2016.

Adding Code to Class Files Just Before Building - Objective C ===================================================== In this article, we will explore ways to add code to class files just before building them for an iPhone application. The goal is to make it easier to log steps in the application without having to manually do so. Understanding the Problem The scenario described is a common one when developing large applications with many classes and methods.

Understanding Table View Scrolling on iPhone: A Deep Dive Introduction When developing iOS applications, it’s essential to understand the intricacies of table views and how they behave under various conditions. In this article, we’ll delve into the world of table view scrolling on iPhone, exploring the reasons behind the bouncing issue you’re experiencing when switching from portrait to landscape mode. Table View Basics Before diving into the specifics, let’s quickly review some fundamental concepts related to table views in iOS:

Customizing Error Bars in ggplot2 Introduction Error bars are an essential component of many graphical representations, providing a measure of the uncertainty associated with the data points. In ggplot2, error bars can be added to bar plots using the geom_errorbar() function. However, by default, error bars are positioned at the edges of the bars rather than centered within them. In this article, we will explore how to customize the positioning and appearance of error bars in ggplot2.

Understanding SQL Queries and Error Handling in Node.js As a developer, understanding the intricacies of SQL queries is crucial, especially when working with databases in Node.js. In this article, we’ll delve into the world of SQL queries, explore common mistakes, and discuss error handling strategies to ensure your database operations are smooth and efficient. Introduction to SQL Queries SQL (Structured Query Language) is a standard language for managing relational databases. It’s used for storing, manipulating, and retrieving data in databases.