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Grouping a list of integers with nearest values

I have a list:

d = [23, 67, 110, 25, 69, 24, 102, 109]

how can I group nearest values with a dynamic gap, and create a tuple like this, what is the fastest method? :

[(23, 24, 25), (67, 69), (102, 109, 110)]
like image 671
pylover Avatar asked Apr 04 '12 18:04

pylover


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1 Answers

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d = [23,67,110,25,69,24,102,109]

d.sort()

diff = [y - x for x, y in zip(*[iter(d)] * 2)]
avg = sum(diff) / len(diff)

m = [[d[0]]]

for x in d[1:]:
    if x - m[-1][0] < avg:
        m[-1].append(x)
    else:
        m.append([x])


print m
## [[23, 24, 25], [67, 69], [102, 109, 110]]

Fist we calculate an average difference between sequential elements and then group together elements whose difference is less than average.

like image 103
georg Avatar answered Sep 20 '22 11:09

georg