Tag Archives: data science

New Page – Using The K-Means Algorithm In R To Cluster Data

by | May 24, 2017

Hi there. I have made a new page on using the K-Means algorithm to cluster data in the statistical programming language R. This page can be found here. The featured image is one of the outputs after assigning clusters to the data points.

Kaplan-Meier Survival Curves In R With ggplot2

by | May 19, 2017

Hi there. I have been self-learning/reviewing some statistics and R topics as of late. Through experimentation and trial and error, I have made Kaplan-Meier survival curves in R with the ggplot2 package. Kaplan-Meier survival curve plots are used to model time to event data between groups. In one of the plots generated in R (see… Read more »

Producing Correlation Plots In R

by | May 12, 2017

Hi. I have made a recent page on producing correlation plots in the statistical programming language R. You can find the page here. Through trial and error I have used the packages ggplot2 and corrplot to create various correlation plots. Correlation measures are used to assessing the relationship and strengths between two variables. One example… Read more »

Analyzing A Babynames Dataset In R Part Two [Computing]

by | May 6, 2017

Hi there. A while back I analyzed a babynames dataset on the most popular babynames using R’s data.table package. The page can be found here. In part two, I analyze this same babynames dataset but with a graphical approach. I created sideways bar graphs with the most popular babyname on the top. I ended up… Read more »

Using R And ggplot2 To Create Normal Distribution Plots

by | May 4, 2017

Hi there. I have made a recent page on creating normal distribution plots using R and its ggplot2 package. With R and ggplot2 you can create nice plots such as the one below (featured image). The page can be found here.

Creating Boxplots In R With ggplot2

by | April 29, 2017

Hello. I have made a recent page where I use R to create boxplots. Here is some work I have come up with through trial and error and through experimentation.

Making Heatmaps In R And ggplot2

by | April 24, 2017

Hello. I have made a recent page on creating heatmaps in R and ggplot2. Through some trial and error, I have come with up some neat heatmap plots. The page can be found here and the image below is one heatmap example.

Making Pokémon Type Tables In R

by | April 21, 2017

Hi there. I have been working on this interesting R project where I use the geom_tile() function from R’s ggplot2 package. This project consists of creating Pokémon type tables in R. There are tables for the first 150 Pokémon (Gen 1), generation 2 to 5 of Pokémon and generation 6 and later which includes the recent addition of… Read more »

Bar Graphs In R Using ggplot2

by | April 19, 2017

Hi. I have made a couple of new page about making various bar graphs using R and its ggplot2 data visualization package. Instead of making separate posts, I will include multiple links here. Sideway Bar Graphs Side By Side Bar Graphs (Using Facet_Plot) An Advanced Bar Graph Plot Using R and ggplot2

Creating Pie Charts [Computing In R]

by | April 16, 2017

Hi there. I have made a recent page on my website on creating pie charts/graphs using R. The page can be found here. One of the pie charts I made ended up like this: