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Hey Justin E,

Are you trying to Log them for each of the symbols or the mean?

#Coarse universe

def SelectCoarse(self, coarse: List[CoarseFundamental]) -> List[Symbol]:

	selected = [c for c in coarse if c.HasFundamentalData]

    sorted_by_dollar_volume = sorted(selected, key=lambda c: c.DollarVolume, reverse=True)

    return [c.Symbol for c in sorted_by_dollar_volume[:10]]

How to:

def SelectCoarse(self, coarse: List[CoarseFundamental]) -> List[Symbol]:

	selected = [c for c in coarse if c.HasFundamentalData]

    sorted_by_dollar_volume = sorted(selected, key=lambda c: c.DollarVolume, reverse=True)

    

    #Add this line(will print value for each symbol)

    self.Debug([c.DollarVolume for c in sorted_by_dollar_volume[:10]])

    

    

#Add this line(will print mean of all symbols)

    self.Debug("MEAN: " + str(mean([c.DollarVolume for c in sorted_by_dollar_volume[:10]])))





    return [c.Symbol for c in sorted_by_dollar_volume[:10]]

If you want to print the mean you will have to import this:

from statistics import mean

Or you could do it like this:

self.Debug(sum([c.DollarVolume for c in sorted_by_dollar_volume[:10]]) / len([c.DollarVolume for c in sorted_by_dollar_volume[:10]]))

You could, I dont encourage that, also print the values into a chart…

for c in sorted_by_dollar_volume[:10]:

	self.Plot("DollarVolume", c.Symbol.Value, c.DollarVolume)

The same would work with market cap. The only difference would be that you would have to do that in the fine universe.

Hope it helps ;)

It does, I was looking for the log of each individual symbol and it does that now :)

How can I also pair it with the symbol itself and maybe the date (self.Time) as well to get them in a list format?

Right now it prints as: [27903659586.0, 27315343780.0, 18485063288.0, 16769323627.0, 15264435429.0, 8415523160.0, 7665633485.0, 7009039445.0, 6442835322.0, 5027921002.0]

Goal format is:

2022-9-18 9::30:30, AAPL, 1,000,000

…

Thanks,

Justin

Nevermind, I answered my own question:

  for c in sortedByDollarVolume[:10]:
        self.Log(str(c.Symbol.Value) + " " + str(c.DollarVolume))

Thanks again Nico Xenox!!