Tools capable of producing rich analytic reports and data visualizations are a valuable resource for decision makers in any field. Dash is an open-sourced based framework for building dynamic web applications that seamlessly integrates interactive graphics and tabular data summaries, serving as a catalyst for data-driven decision-making. Several features of ...

Trying to find an examiner for a particular PhD thesis relating to a rather interesting datastructure for wrangling messy datatables, I wondered whether we might find a likely suspect amongst the R package maintainer community. We can get a list of R package maintainers here and a list of package ...

The @sydstats Twitter account uses this code base, and data from the Transport for NSW Open Data API to publish insights into delays on the Sydney Trains network. Each tweet takes one of two forms and is consistently formatted, making it easy to parse and extract information. Here are a ...

Background R dogma is that for loops are bad because they are slow but this is not the case in C++. I had never programmed a line of C++ as of last week but my beloved firstborn started university last week and is enrolled in a C++ intro course, so ...

Okay, “an alternative to broom” might be a bit of an overstatement (at least for now…) But the parameters package, finally on CRAN, already has some cool features! parameters We have recently decided to collaborate around the easystats project, a set of packages designed to make your life easier. This ...

Machine learning is a hot topic nowadays, thus there is no need to convince anyone about its usefulness. ML models are being successfully applied in biology, medicine, finance, and so on. Thanks to modern software, it is easy to train even a complex model that fits the training data and ...

Okay, “an alternative to broom” might be a bit of an overstatement (at least for now…) But the parameters package, finally on CRAN, already has some cool features! parameters We have recently decided to collaborate around the easystats project, a set of packages designed to make your life easier. This ...

By Ben Ubah, Claudia Vitolo and Rick Pack We recently announced an R-Ladies focused open-source dynamic dashboard built using R and Javascript. That work has now been extended to encompass... The post R Community Explorer – R User Groups appeared first on R Consortium.

This blog article is dedicated to creating dashboards. Dashboards are an excellent interactive tool for visualizing raw data, aggregated information, and analytical results. When developing software solutions with R, we at INWT use the shiny package by RStudio. With shiny you can create apps that act as a standalone web ...

In the previous four posts I have used multiple linear regression, decision trees, random forest, gradient boosting, and support vector machine to predict MPG for 2019 vehicles.   It was determined that svm produced the best model.  In this post I am going to use the neuralnet package to fit a neural ...

Today we are excited to announce the pins package is available on CRAN! pins allows you to pin, discover and share remote resources, locally or in remote storage. If you find yourself using download.file() or asking others to download files before running your R code, use pin() to achieve ...

Are you interested in guest posting? Publish at DataScience+ via your editor (i.e., RStudio). Category Programming Tags Data Visualisation ggplot2 R Programming Sentiment Analysis Text Mining The motivation for an updated analysis: The first publication of Parsing text for emotion terms: analysis & visualization Using R published in May 2017 used ...

In the controversy over Hurricane Dorian, US President Donald Trump repeatedly claimed that early forecasts showed a high probability of Alabama being hit. We demonstrate that a potentially confusing rainbow color map in the official weather ...

In the controversy over Hurricane Dorian, US President Donald Trump repeatedly claimed that early forecasts showed a high probability of Alabama being hit. We demonstrate that a potentially confusing rainbow color map in the official weather forecasts may have attributed to Trump overestimating the risk. Hurricane Dorian and the Alabama ...