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Tidy Tuesday Revisited: Interactive Map of Arlington Historic Neighborhoods

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This week’s TidyTuesday is about place names as recorded by the US Board on Geographic Names. The dataset has been cleaned to include only populated places. I ended up augmenting the dataset with information about Arlington Historic neighborhoods ... Continue reading: Tidy Tuesday Revisited: Interactive Map of Arlington Historic Neighborhoods http://dlvr.it/SrS9xj

Fast creation of LFR Benchmark graphs in R

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Almost a year ago, I introduced my most recent network related R packages netUtils. The package is meant as a catch-all package where I gather network analytic methods that haven’t yet been implemented in R and may not deserve there own package. Bet... Continue reading: Fast creation of LFR Benchmark graphs in R http://dlvr.it/SrQgwN

Exploring Rolling Correlation with the rollapply Function: A Powerful Tool for Analyzing Time-Series Data

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Introduction In the world of data analysis, time-series data is a common sight. Whether it’s stock prices, weather patterns, or website traffic, understanding the relationship between variables over time is crucial. One valuable technique in thi... Continue reading: Exploring Rolling Correlation with the rollapply Function: A Powerful Tool for Analyzing Time-Series Data http://dlvr.it/SrNJP8

ggplotting power curves from simr package

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The R package simr has greatly facilitated power analysis for mixed-effects models using Monte Carlo simulation (i.e., hundreds or thousands of tests under slight variations of the data). The powerCurve function is used to estimate the statistical power for various sample sizes in one go. Since it runs serially, ... Continue reading: ggplotting power curves from simr package http://dlvr.it/SrMQzP

A Journey through Arrow in R

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How to join this free online event with Stephanie Hazlitt, Jonathan Keane and Nic Crane. Apache Arrow is a software development platform for building high performance applications that process and transport large data sets. It is designed to improve the performance of data analysis methods, and to increase the efficiency ... Continue reading: A Journey through Arrow in R http://dlvr.it/SrLcBX

Tidy Tuesday: US Populated Places

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Today’s TidyTuesday is about place names as recorded by the US Board on Geographic Names. The dataset has been cleaned to include only populated places. This week will involve more libraries than normal, since I am going to play with mapping. library(tidyverse) # who doesn't want to be tidy? ... Continue reading: Tidy Tuesday: US Populated Places http://dlvr.it/SrLc3L

Tidy Freedom Index as an R Package

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R and Shiny Training: If you find this blog to be interesting, please note that I offer personalized and group-based training sessions that may be reserved through Buy me a Coffee. Additionally, I provide training services in the Spanish language ... Continue reading: Tidy Freedom Index as an R Package http://dlvr.it/SrKV2K