R-insights : Informative and insightful analytical blogs

The Dual Crisis: Mental Health and Substance Abuse in the Modern World 😞💉

R
exploratory data analysis
visualisation
statistics
Substance use and mental health are deeply interconnected aspects of overall well-being. Substance use refers to the consumption of alcohol, drugs, or other psychoactive…
Nov 14, 2024
Arindam Baruah

⚙️⚠️ Can we accurately predict if a machine is going to undergo failure using machine learning ?

R
analysis
exploratory data analysis
visualisation
statistics
machine learning
regression
classification
Binary machine failure prediction using machine learning is a technique employed to anticipate the occurrence of failures or malfunctions in a binary system or machine. With…
Apr 23, 2024
Arindam Baruah

Unveiling the Mosaic: A Deep Dive into the Educational Diversity Amongst US PhD Graduates 🧑‍🎓📚🇺🇸

R
analysis
visualisation
exploratory data analysis
R-shiny app
For years, the United States have boasted to be one of the biggest and the best education providers around the world. While being the best education provider maybe a…
Apr 19, 2024
Arindam Baruah

Equity in Academia: A New Era of Gender Diversity in US PhD Programs 🧑‍🎓👩‍🎓

R
analysis
exploratory data analysis
visualisation
statistics
R-Shiny app
For many centuries, women have been discriminated against when it comes to the field of education and employment. The results of such heinous acts are often observed to…
Mar 31, 2024
Arindam Baruah

Regional Variations in Waste Management Practices: A Case Study of Australia ♻️

R
data cleaning
choropleth
exploratory data analysis
visualisation
Some of the critical factors when assessing the national waste generation problem of Australia can be delineated as follows:
Mar 20, 2024
Arindam Baruah, Aishwarya Anil Kumar

Detecting a possible event of bank churn using machine learning classification models 💸🏦

R
analysis
exploratory data analysis
visualisation
statistics
machine learning
classification model
With the advent of digital banking, it has become extremely convenient for users to open a new bank account. As opposed to the age old tradition of submitting multiple…
Mar 18, 2024
Arindam Baruah

Analysing the ranking system of the leading World Chess players ♟️♟

python
data cleaning
exploratory data analysis
visualisation
choropleth
Chess has been one of the most famous games to have originated from the ancient civilisations. The game is said to be about 1500 years old. It is hard to ascertain who came…
Feb 12, 2024
Arindam Baruah

Woylies Unveiled: A Peek into the World of Australia’s Mysterious Marsupials

R
data cleaning
exploratory data analysis
visualisation
null plots
choropleth
spatial analysis
temporal analysis
The Brush-Tailed Bettong or Woylie (Bettongia penicillata ogilbyi) is a remarkable Australian marsupial with unique characteristics. It thrives in a diverse range of…
Jan 29, 2024
Arindam Baruah, Tanish Johar, Ashvin Ranatunga, Kelly Nguyen, Yashika Taneja

A brief football match analysis using StatsBombR ⚽️

R
match analysis
data cleaning
exploratory data analysis
visualisation
null plots
hypothesis test
The current football match analysis between the Matildas and the Selecao is an introduction to the interesting analysis and visualisation features of StatsBombR. A really…
Jan 24, 2024
Arindam Baruah

The Enigmatic Coastal Taipan: Australia’s Deadly Serpent 🐍

R
data cleaning
exploratory data analysis
visualisation
null plots
choropleth
spatial analysis
temporal analysis
By exploring the current data and performing a detailed analysis, researchers and enthusiasts can gain insights into the behavior, distribution, and occurrence patterns of…
Jan 21, 2024
Arindam Baruah,Aishwarya Anil Kumar

How has the space race among countries panned out so far ? 🚀

python
data cleaning
exploratory data analysis
visualisation
choropleth
Ever since the start of world war when the USSR launched the first ever man-made satellite into the space called the Sputnik, the world has taken great interests in trying…
Jan 18, 2024
Arindam Baruah

What’s hot to listen to on Spotify in 2019

python
data cleaning
exploratory data analysis
visualisation
As we all know, with the advent of mobile internet access for all, the world has moved from MP3 downloaded songs to streaming services. A streaming service maybe paid/unpaid…
Jul 18, 2020
Arindam Baruah

All aboard the blog train !

news
Hey you curious heads !
Thankyou for choosing to spend some time on my blogsite. My work showcased on this blog is based on analysing and visualising thousands of rows of…
Jun 13, 2020
Arindam Baruah
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