Further to below blog, I have added a few more plots.
A) I have added a column to dataframe to indicate if the company belongs to public (pub) sector or private (pvt) sector. The below plot (similar to the earlier blogpost) shows the plot by types of companies.
B) I also wanted to study the distribution, so I have added a histogram. From it, we can see that most of companies are below revenue level of Rs 2,00,000 Cr (USD 28.5billion).
C) I added one more calculated column in the dataframe to show profit percentage compared to revenue in the below graph. High profits percentage companies are in private sector and are IT companies namely TCS (only company with 20% plus profit ratio) and Infosys. The other two companies are banking firms namely HDFC Bank and HDFC. The top five companies by revenue are not that profitable by the ratio of profits to revenue and most of them are public sector companies.
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