2021

teaser_image

k-means clustering in Python [with example]

7 minute read

Learn how to perform k-means clustering in Python. This article discusses the k-means clustering algorithm, it’s implementation in Python, and visualization ...

teaser_image

Heatmap in Python

2 minute read

Heatmap and hierarchical clustering visualization in Python

teaser_image

Volcano plot in Python

3 minute read

Volcano plot using bioinfokit package. This article explains the visualization of volcano plots for gene expression data

Back to top ↑

2020

teaser_image

Multiple linear regression (MLR)

8 minute read

Multiple regression analysis using statsmodels. Learn how to define regression model, assumptions, metrics evaluation, and interpretation

teaser_image

Python tuples

1 minute read

Python tuples initialization and operations

Back to top ↑

2019

teaser_image

Fisher’s exact test in R [with example]

2 minute read

A step-by-step article for performing Fisher’s exact test in R. This article describes the background of Fisher’s exact test, assumptions, hypotheses, and co...

teaser_image

Concatenate and split VCF files

1 minute read

What is VCF file? VCF stands for variant call format It is a text file (file extension as .vcf) storing meta-information, marker and genotype data of ge...

Back to top ↑

2018

teaser_image

ANOVA using Python (with examples)

15 minute read

One and two-way ANOVA in Python. This article explains ANOVA model, tables, formula, calculation, multiple pairwise comparisons, and results interpretation

teaser_image

MANOVA using R (with examples and code)

10 minute read

A step-by-step article for performing MANOVA in R. This article describes the background of MANOVA, assumptions, hypotheses, and codes for performing MANOVA ...

Back to top ↑

2017

Back to top ↑

2016

Variable types

less than 1 minute read

Variable types Flowchart for types of variables used for collecting and analyzing the data

ANCOVA code in Python

1 minute read

This article explains how to perform the one-way ANCOVA in Python. You can refer to this article to know more about ANCOVA, when to use ANCOVA, assumptions, ...

Back to top ↑