SoundReproSteps

Counting Butterflies

reproducibility

Beginner

sampling bias

sampling

data collection

A Field Guide to Sampling Bias and Reproducibility

Your Data Are Not Your Data

reproducibility

Beginner

data

data sharing

A Gibran-inspired reflection on data sharing, reproducibility, and the first steps toward letting your data into the world.

Are You Ready When It Fails? Lessons from Network Outages in Reproducible Data Analysis

reproducibility

Beginner

master

At 10.30 AM on a crucial workday, my mobile network suddenly went dark—zero connectivity. My heart raced since I needed that connection for… hmmm.. EVERYTHING. Eventually…

Reproducible Analysis Pipeline is akin to Cooking: A Simplified Guide

reproducibility

Beginner

cooking

You might have read earlier in my blog about how reproducibility relates to rasam. Today, I came up with another example after reading Reproducible Research in Practice (Kitz…

Lessons from a Splint: How Non-Reproducibility Hurts Science

reproducibility

Beginner

logbooks

Beginning with reproducibility in mind

reproducibility

Beginner

Best practices

In this post, I argue why as a beginner, you should start with reproducibility in mind while using R.

From Charts to Consistency: My R Journey to Reproducibility

reproducibility

Beginner

Best practices

In this post, I provide beginners with practical tips to embrace reproducibility while using R.

Why Making the Same Rasam Matters: A Story from the Kitchen

reproducibility

science

General audience

General public

Reproducibility simplified for the general audience

The Beginner’s Blueprint: Crafting a Documented Path in Your R Data Analysis Journey

documentation

analysis

beginners

This post offers a disciplined approach to maintaining research logs and a proactive mindset for efficient and standardized data analysis sessions.

Reproducibility: A Non-Negotiable Imperative

reproducibility

research

science

In the dynamic realm of scientific research, reproducibility stands as an unwavering pillar—a fundamental requirement rather than a dispensable luxury.

Create a Comprehensive Report of All Variables in R

EDA

data-overview

beginners

To effectively analyze data, understanding the characteristics of variables in the dataset is crucial.

Modern Storytelling: Examining the parallels in Movies and Academic Papers

writing

research

beginners

TLDR - A good movie and a good academic paper have striking similarities in their structure and impact.

Exploring With Intention - Exploratory data analysis for beginners in R

best-practices

EDA

beginners

Let’s explore

Building a Foundation for Success: How Reproducibility Practices in R Benefit Beginners

best-practices

atomic-essays

beginners

As an advocate for reproducible research, I often wonder if beginners find it challenging to adopt reproducible practices. In this brief essay, I want to remind myself and…

Clear Paths for Reproducible R: Here Package

best-practices

here

projects

This post is an introduction to the here package, a powerful tool that helps maintain best practices in reproducible workflows.

Welcome To My Blog

news

This is the first post in a Quarto blog. Welcome!