How to use 'pandas quantiles' in Python

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16def quantiles(data, qs):
17 N = data.shape[0]
18 qs = numpy.array(qs)
19 sdata = numpy.msort(data)
20 return sdata[_v_ceil(qs*N)-1]

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5def create_quantiles(items: Sequence, lower_bound, upper_bound):
6 """Create quantile start and end boundaries."""
8 interval = (upper_bound - lower_bound) / len(items)
10 quantiles = ((g, (x - interval, x)) for g, x in
11 zip(items, accumulate(repeat(interval, len(items)))))
13 return quantiles

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