Introduction Purpose of the tutorial: To demonstrate a quick and straightforward implementation of time series clustering using the widyr package in R What is time series clustering?: Grouping time series data into clusters where data points i...

Introduction The main goal of this blog post is to provide a thorough overview of Manchester United’s 2023-2024 English Premier League season under the management of Erik ten Hag, in his second season. Throughout this post, we will analyze key ...

What is quarto dashboard Quarto Dashboards make it easy to create interactive dashboards using Python, R, Julia, and Observable Benefits Flexibility: Easy to create. Able to use any programming language supported by Quarto (like R, Python, O...

Introduction Welcome welcome. In this blog post, we will be exploring: How to export multiple data frames into a single Excel file with multiple sheets using the writexl and openxlsx packages By the end of this post, you & I should have a solid understanding of how to export multiple data ...

Objective(s) To predict whether an individual’s annual income exceeds 50k or less (classification). To handle class imbalance. Data Understanding Description Based on the website: Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the following conditions: ((AAGE__16) && (AGI__100) && (...

Contents Load library Purpose/Objective Load dataset Pre-processing Analysis Summary Load library Show code library(tidyverse) library(tidytext) library(malaytextr) library(lubridate) library(ggrepel) library(showtext) library(ggte...

Contents Load library Load dataset Description Data exploration Modelling Summary Load library Show code library(tidyverse) library(tidymodels) library(scales) library(themis) Load dataset To begin the analysis, we will be accessing the training and testing datasets for the APS Failure at Scania Trucks project. These datasets are available on ...

Load library Code library(tidyverse) library(tidytext) library(malaytextr) library(lubridate) library(ggrepel) library(showtext) library(ggtext) ## Load font font_add_google("Roboto", "Roboto") showtext_auto() Purpose/Objective The obje...

Load library Code library(tidyverse) library(tidymodels) library(scales) library(themis) Load dataset To begin the analysis, we will be accessing the training and testing datasets for the APS Failure at Scania Trucks project. These datasets are available on the UCI Machine Learning Repository at the following link: https://...