Vaibhav Singh

Machine Learning, Advance Data Analysis & Data Driven Marketing, insights & Visualization!

What is Data Blog ?

This post is for beginners - If this is your first time - Come right in !

Introduction This is a sample data blog, where in I will be working with one of the most famous & processed dataset in Data analytics & ML community mtcars. The comments & workings would be around the dataset, hence it is advisable to go through the dataset once. mtcars dataset –> 32 rows & 11 columns, column names as below: [, 1] mpg Miles/(US) gallon [, 2] cyl Number of cylinders [, 3] disp Displacement (cu.

Posted by Vaibhav Singh Sunday, November 15, 2020

Spotify User Ratings

This post talks about Spotify User's rating & song technical details like duration, tempo etc.

SPOTIFY SONGS DATA - Before getting started Source of Data : The source of this data is from Spotify via the spotifyr package.Charlie Thompson, Josiah Parry, Donal Phipps, and Tom Wolff authored this package to make it easier to get either your own data or general metadata arounds songs from Spotify’s API. Make sure to check out the spotifyr package website to see how you can collect your own data!

Posted by Vaibhav Singh Sunday, April 26, 2020

2019 - A Year in Bollywood

This post analysis Bollywood movies released in 2019, I started this post by some basic web scraping then build to analyse few interesting stuff

2019 - A Year in Bollywood Before getting started Source of Data : This is one of the first posts I am writing in which I have scraped the dataset myself off web Wikipedia Based on structure of data, seeking to get answers for below based on dataset: 1. Which Actor had most movies in 2019 2. Which Genre works & which don’t in bollywood ?

Posted by Vaibhav Singh Wednesday, January 1, 2020

The Office - US

This post talks about one of the most famous TV show ever - The Office. Just Hop on & come in & enjoy - That's what she said !

The Office - US Version Before getting started Source of Data : These are the official transcripts from The office TV Show - US Version. Read more about the scrouce of data here Based on structure of data, seeking to get answers for below based on dataset: * 1. How long did it last ? Episodes per Season 2. Whose line is it anyway?

Posted by Vaibhav Singh Monday, December 23, 2019

Excel in R

This post goes through importing Messy data from Excel Spreadsheets to R

Excel in R Before getting started Inspiration for this Post : This post is basically for people working in Excel & looking to move to R. While importing Tidy Data in R is straight-forward, I have seen even seasoned users struggling to import Messy data from Excel to R. This creates sort of a barrier or a two step process, first clean data in Excel then import in R or use Excel altogether, both of which is not a great Idea.

Posted by Vaibhav Singh Friday, December 20, 2019

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ABOUT ME
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Data Driven Marketing, Advanced Data Insights & Viz, R & Tidyverse Fan. Opinions are my own and not the views of my employer. All codes posted at my Github