The document discusses exploratory data analysis and visual exploratory data analysis to facilitate collaboration and hypothesis generation. It then provides information about the Indian micro, small and medium enterprises (MSME) credit portfolio, noting that the non-performing asset (NPA) for MSMEs has been increasing in recent years and is projected to continue rising. It also states that MSMEs in the highest risk credit rating bracket have over $8 billion in credit outstanding that is at risk of becoming non-performing assets.

1. Bigdata
Primaryinfo.com

5. Exploratory data analysis

6. Visual Exploratory Data Analysis to Facilitate
Collaboration and Hypothesis Generation

12. https://www.facebook.com/groups/664411973615153/user/100044863336198/

17. Currently, the Indian micro, small and medium enterprises (MSME) credit portfolio is estimated at Rs 12
lakh crore. The non-performing asset (NPA) for MSMEs has increased continuously over the last few
years to reach 8.7 per cent as on March 2016 and is expected to rise to 9.8 per cent as on March 2017.
As per the latest risk assessment, MSMEs falling in the highest risk bracket of CMR 7-10 have a credit
outstanding of Rs 54,799 crore, which is at risk of going into NPA. Despite this, banks and credit
institutions have been showing a keen interest in the sector due to which the credit lending has
increased by 11 per cent last year.