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Anupama Rajaram's Blog (5)

Who are the Datascience Professionals? India vs US | Men vs Women

Introduction

This is an analysis of the Kaggle 2018 survey dataset. In my analysis I am trying to understand the similarities and differences between men and women users from US and India, since these are the two biggest segments of the respondent population. The number of respondents who chose something other than Male/Female is quite low, so I excluded that subset as well.

The complete code is available as a …

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Added by Anupama Rajaram on November 6, 2018 at 2:39am — 1 Comment

Who will get hired at Google?

In this script, we will explore the open roles at Google, and try to see what common attributes Google is looking for, in future employees. 

This dataset contains text information about job location, title, department, minimum and preferred qualifications and the responsibilities of the position. Using this dataset we will try to answer the following questions:

  1. Where are the open roles?
  2. What are the minimum and preferred educational qualifications needed…
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Added by Anupama Rajaram on January 15, 2018 at 5:30pm — 2 Comments

Dashboards in R

This is a tutorial to show how to implement dashboards in R, using the new "flexdashboard" library package.

this new library leverages these libraries and allows us to create some stunning dashboards, using interactive graphs and text. What I loved the most, was the “storyboard” feature that allows me to present content in Tableau-style frames. Please note that for this you need to create RMarkdown (.Rmd) files and insert the code using the…

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Added by Anupama Rajaram on May 13, 2017 at 4:00am — 10 Comments

Who Made the News? Text Analysis using R, in 7 steps

This post covers the following tasks using R programming:

  • cleans the texts,
  • sorts and aggregates by publisher names
  • creates word clouds and word…
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Added by Anupama Rajaram on November 26, 2016 at 3:30am — 5 Comments

Philadelphia Crime Science - A "data" investigation

In today's blogpost, we take a look at the crime statistics in Philadelphia, investigation from a "data scientist" perspective, so as to speak. This is my attempt at presenting crime in Philadelphia area from a data visualization perspective. Please feel free to add your thoughts and feedback in the comments section.

The…

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Added by Anupama Rajaram on September 17, 2016 at 4:00am — 1 Comment

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