Google - Amazon Review Analysis

Text mining project which determines how employees review both Amazon and Google. We can determine which company has Better work-life balance and a better pay according to online reviews.Used bag of words for analyzing text data and text visualization in a way that’s both informative and engaging.

Feature extraction & analysis : Google

Google Pros WordCloud plot

Google top 5 pros barchart

Google Cons: WordCloud plot

Google Top 5 Cons Barchart

Feature extraction & analysis : Amazon

Amazon Pros:wordcloud

Wordcloud for amazon Pros:

Amazon Pros: barplot

Wordcloud for amazons cons

Barplot:amazons cons

Cluster Dendrogram

Amazon Pros:

Amazon Cons:

Google Pros:

Google Cons:

Google Pros - Cons Comparisons word cloud

Amazons Pros -cons Comparisons word cloud