an analytics blog for public use

Thursday, January 14, 2016

Sentiment analysis of Indian travel planning companies

We have carried out the sentiment analysis of four of the top Indian travel planning firms, viz.

1. MakeMyTrip - @makemytrip
2. GoIbibo - @goibibo
3. Cleartrip - @cleartrip
4. Yatra.com - @YatraHolidays

Most recent 1000 tweets using the above tags have been parsed using twitteR package.

Score for a tweet is the number by which the positive words outscore negative feedbacks.
Any tweet with a score more than 2 has been considered as very positive and any score less than -2 has been considered as very negative.

The results of analysis are as under:

MakeMyTrip is surprisingly number 1 with a very high score of 98/ 100.
GoIbibo is distant second with a score of 54/100 and is followed by Yatra and Cleartrip.

So, there is a lot of catching up for GoIbibo to do on social media platforms at least!

Final score table (above) and comparison chart for scores (below)

Tuesday, January 12, 2016

Pyaasa- Timeless Indian classic movie- word cloud of dialogues

Source: subscene's subtitles
Package: wordcloud

(click to enlarge)

Pyaasa movie-wordcloud

Devdas 2002- word cloud

Source: sub scene subtitles
R package: word cloud

(click to enlarge)

Devdas (new)

Godfather 1, 2 & 3 - word cloud of dialogues

Source: sub scene subtitles
Packages: word cloud

(click on image to enlarge)

Godfather 1

(click on image to enlarge)

Godfather 2

(click on image to enlarge)

Godfather 3

Sunday, January 10, 2016

New Testament- Wordcloud

Source: Internet

R-package used: wordcloud

(click on image to enlarge)

What is Strategy by Porter- Wordcloud

Source: What Is Strategy r

R-package used: wordcloud

This text was parsed from the PDF file and therefore a lot of words are grammatically incorrect due to inefficient text extraction algorithm. Still, you can make sense of most of the terms by using your own good judgement.

(Click on image to enlarge)