I wrote a program called Hidden Gems that uses automated machine learning to find relationships in your data (think KPI finder).

If this sounds too complicated, don't worry! The whole process takes two steps:

1) Choose a file you want to analyze (CSV, TSV, public Google Sheets file, online file)

2) Choose a column you care most about (customer satisfaction score, total sales)

Hidden Gems then does the hard work, and in the end it provides you with a summary showing which other columns in your data contributed most to the value of the column you care about.

You can take a look at the program here: http://www.hiddengemsml.com .

If this link doesn't work for some reason, the direct link is here:

https://hiddengems.azurewebsites.net/

I'd be very grateful for any feedback you can provide. I was inspired to write this when I saw that large companies will spend big money for this kind of analysis, and I wanted to make something that could help small and medium businesses benefit from the same kinds of analysis.