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Przemyslaw Biecek

About Przemyslaw Biecek

This author has yet to write their bio.
Meanwhile lets just say that we are proud Przemyslaw Biecek contributed a whooping 35 entries.

Entries by Przemyslaw Biecek

Multilevel classification, Cohen kappa and Krippendorff alpha

September 24, 2015 in Data science /by Przemyslaw Biecek

I was facing an interesting problem last week. Playing with data from The Genome Cancer Atlas (full genetic and clinical data for thousands of patients) I was building a classifier that predicts the type of cancer based on sets of genetic signatures.

Biplots, correspondence analysis and ggplot2

September 18, 2015 in Data science /by Przemyslaw Biecek

I was looking for biplots created with the use of ggplot2 library (because they look good and are customisable).
It turns out that there are some nice solutions for PCA (like sinhrks/ggfortify; kassambara/factoextra; vqv/ggbiplot; fawda123/ggord) but I could not find suitable solution for correspondence analysis.
So I create one….

Are you in favour of abolition of compulsory education for six-year-old children and return to compulsory education for seven-year-old children?

September 10, 2015 in Data science /by Przemyslaw Biecek

1st September was just few days ago. After the reform ‘lowering the age at which children start their school education’ the second group of 6 and 7-year-old children started attending the freshmen classes. And since we are in the ‘pre-election’ mode there are some votes about a reform reestablishing the previous age for starting school education.

You’re doing it wrong: surveys concerning the referendum which is to take place on 6th September

August 27, 2015 in Data science /by Przemyslaw Biecek

I recently came across the presentations of the results of the surveys concerning participation in the planned referenda published by the portal Gazeta.pl.
My attention was caught by the diagram presented below which displays a distribution of answers to the question: “Are you going to vote in the referendum scheduled for 6th September?”

Circles and films from FilmWeb

August 20, 2015 in Data science /by Przemyslaw Biecek

I have been working recently on visualization of genetic data. In that field a popular method of presentation are circles generated by the circlize library. Turning a blind eye to the problem of reading information from circles I must say that the possibilities…

Transformations of variables, scales and coordinates in ggplot2

August 13, 2015 in Data science /by Przemyslaw Biecek

I am working on a short introduction to the Grammar of Graphics and its implementation in the ggplot2 package. Process of systematization of the elements of syntax reveals various ‘spices’ of ggplot2 and today I will talk about one of them, namely about application of transformations to diagrams.

useR 2015 and htmlwidgets

July 30, 2015 in Data science /by Przemyslaw Biecek

I’ve been wondering if this year’s useR conference foreshadowed some gigantic groundbreaking change in the world of R. The previous useR conference was a sort of catalyst for dplyr package and operator %>%. The profession (especially from California)…

Sapkowski, Dukaj and the wikipediatrend package

July 16, 2015 in Data science /by Przemyslaw Biecek

Recently I tested a quite nice package for R: wikipediatrend (available on CRAN). With just a few lines of code, it can easily download and visualize daily wikipedia page views statistics. Great package, so we are going to take a closer look. I’ve just finished Season…

archivist 1.5

June 25, 2015 in Data science /by Przemyslaw Biecek

Archivist is an R package for object management (storing, sharing, searching). I am going to present it on useR conference next week (hope I can meet some of you in Aalborg). Below you will find two coolest (imho) features implemented in the version 1.5 of archivist.

Shiny, polls and interactive ggplot2

June 18, 2015 in Data science /by Przemyslaw Biecek

Today we will use ggplot2 to recreate the diagrams presenting support in voting intention polls conducted before presidential elections. The story behind is interesting so let’s see it again. Yesterday RStudio has released a new version of shiny. Version 0.12 comes…

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