Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 70, in <module>
    with open(term_name)  as f:  #"%s/%s.txt" % (route, term_name)) as f:
FileNotFoundError: [Errno 2] No such file or directory: '.dic'
Traceback (most recent call last):
  File "sent_clustering3.py", line 99, in <module>
    coeff = metrics.silhouette_score(X, km.labels_, sample_size=1000)
  File "/almac/ignacio/anaconda3/envs/py36/lib/python3.6/site-packages/sklearn/metrics/cluster/unsupervised.py", line 100, in silhouette_score
    return np.mean(silhouette_samples(X, labels, metric=metric, **kwds))
  File "/almac/ignacio/anaconda3/envs/py36/lib/python3.6/site-packages/sklearn/metrics/cluster/unsupervised.py", line 166, in silhouette_samples
    check_number_of_labels(len(le.classes_), X.shape[0])
  File "/almac/ignacio/anaconda3/envs/py36/lib/python3.6/site-packages/sklearn/metrics/cluster/unsupervised.py", line 20, in check_number_of_labels
    "to n_samples - 1 (inclusive)" % n_labels)
ValueError: Number of labels is 1. Valid values are 2 to n_samples - 1 (inclusive)
Silhouette Coefficient: 0.045
Number of clusters: 5

Silhouette Coefficient: -0.017
Number of clusters: 6

Silhouette Coefficient: -0.012
Number of clusters: 7

Silhouette Coefficient: -0.016
Number of clusters: 8

Silhouette Coefficient: -0.019
Number of clusters: 9

Silhouette Coefficient: -0.062
Number of clusters: 10

Silhouette Coefficient: -0.054
Number of clusters: 11

Silhouette Coefficient: -0.068
Number of clusters: 12

Silhouette Coefficient: -0.076
Number of clusters: 13

Silhouette Coefficient: -0.046
Number of clusters: 14

Silhouette Coefficient: -0.092
Number of clusters: 15

Silhouette Coefficient: -0.089
Number of clusters: 16

Silhouette Coefficient: -0.091
Number of clusters: 17

Silhouette Coefficient: -0.093
Number of clusters: 18

Initialization complete
start iteration
done sorting
end inner loop
Iteration 0, inertia 1071332.25032
start iteration
done sorting
end inner loop
Iteration 1, inertia 1032600.09685
start iteration
done sorting
end inner loop
Iteration 2, inertia 1009609.64872
start iteration
done sorting
end inner loop
Iteration 3, inertia 1000468.68736
start iteration
done sorting
end inner loop
Iteration 4, inertia 996816.524464
start iteration
done sorting
end inner loop
Iteration 5, inertia 994918.535222
start iteration
done sorting
end inner loop
Iteration 6, inertia 993740.6563
start iteration
done sorting
end inner loop
Iteration 7, inertia 992840.122366
start iteration
done sorting
end inner loop
Iteration 8, inertia 992201.267013
start iteration
done sorting
end inner loop
Iteration 9, inertia 991836.336762
start iteration
done sorting
end inner loop
Iteration 10, inertia 991658.919067
start iteration
done sorting
end inner loop
Iteration 11, inertia 991556.456288
start iteration
done sorting
end inner loop
Iteration 12, inertia 991495.167009
start iteration
done sorting
end inner loop
Iteration 13, inertia 991449.378395
start iteration
done sorting
end inner loop
Iteration 14, inertia 991412.023508
start iteration
done sorting
end inner loop
Iteration 15, inertia 991378.011237
start iteration
done sorting
end inner loop
Iteration 16, inertia 991349.018289
start iteration
done sorting
end inner loop
Iteration 17, inertia 991323.04601
start iteration
done sorting
end inner loop
Iteration 18, inertia 991298.619828
start iteration
done sorting
end inner loop
Iteration 19, inertia 991274.166263
start iteration
done sorting
end inner loop
Iteration 20, inertia 991256.756274
start iteration
done sorting
end inner loop
Iteration 21, inertia 991243.165413
start iteration
done sorting
end inner loop
Iteration 22, inertia 991230.124895
start iteration
done sorting
end inner loop
Iteration 23, inertia 991217.057636
start iteration
done sorting
end inner loop
Iteration 24, inertia 991202.897431
start iteration
done sorting
end inner loop
Iteration 25, inertia 991186.896036
start iteration
done sorting
end inner loop
Iteration 26, inertia 991170.921628
start iteration
done sorting
end inner loop
Iteration 27, inertia 991156.633809
start iteration
done sorting
end inner loop
Iteration 28, inertia 991146.083013
start iteration
done sorting
end inner loop
Iteration 29, inertia 991137.040918
start iteration
done sorting
end inner loop
Iteration 30, inertia 991131.450735
start iteration
done sorting
end inner loop
Iteration 31, inertia 991126.794342
start iteration
done sorting
end inner loop
Iteration 32, inertia 991122.186979
start iteration
done sorting
end inner loop
Iteration 33, inertia 991118.590274
start iteration
done sorting
end inner loop
Iteration 34, inertia 991114.922378
start iteration
done sorting
end inner loop
Iteration 35, inertia 991111.472071
start iteration
done sorting
end inner loop
Iteration 36, inertia 991108.369375
start iteration
done sorting
end inner loop
Iteration 37, inertia 991105.803464
start iteration
done sorting
end inner loop
Iteration 38, inertia 991104.274282
start iteration
done sorting
end inner loop
Iteration 39, inertia 991102.805534
start iteration
done sorting
end inner loop
Iteration 40, inertia 991101.403869
start iteration
done sorting
end inner loop
Iteration 41, inertia 991100.493566
start iteration
done sorting
end inner loop
Iteration 42, inertia 991099.467296
start iteration
done sorting
end inner loop
Iteration 43, inertia 991098.374707
start iteration
done sorting
end inner loop
Iteration 44, inertia 991097.524489
start iteration
done sorting
end inner loop
Iteration 45, inertia 991096.718847
start iteration
done sorting
end inner loop
Iteration 46, inertia 991095.756955
start iteration
done sorting
end inner loop
Iteration 47, inertia 991094.665252
start iteration
done sorting
end inner loop
Iteration 48, inertia 991093.191234
start iteration
done sorting
end inner loop
Iteration 49, inertia 991090.759873
start iteration
done sorting
end inner loop
Iteration 50, inertia 991087.919271
start iteration
done sorting
end inner loop
Iteration 51, inertia 991084.657445
start iteration
done sorting
end inner loop
Iteration 52, inertia 991081.873858
start iteration
done sorting
end inner loop
Iteration 53, inertia 991079.199573
start iteration
done sorting
end inner loop
Iteration 54, inertia 991076.351193
start iteration
done sorting
end inner loop
Iteration 55, inertia 991071.957775
start iteration
done sorting
end inner loop
Iteration 56, inertia 991067.670422
start iteration
done sorting
end inner loop
Iteration 57, inertia 991063.071893
start iteration
done sorting
end inner loop
Iteration 58, inertia 991059.339532
start iteration
done sorting
end inner loop
Iteration 59, inertia 991055.709386
start iteration
done sorting
end inner loop
Iteration 60, inertia 991052.060268
start iteration
done sorting
end inner loop
Iteration 61, inertia 991048.430932
start iteration
done sorting
end inner loop
Iteration 62, inertia 991044.529741
start iteration
done sorting
end inner loop
Iteration 63, inertia 991040.968704
start iteration
done sorting
end inner loop
Iteration 64, inertia 991036.8296
start iteration
done sorting
end inner loop
Iteration 65, inertia 991032.582955
start iteration
done sorting
end inner loop
Iteration 66, inertia 991029.224355
start iteration
done sorting
end inner loop
Iteration 67, inertia 991026.291471
start iteration
done sorting
end inner loop
Iteration 68, inertia 991022.657784
start iteration
done sorting
end inner loop
Iteration 69, inertia 991018.188179
start iteration
done sorting
end inner loop
Iteration 70, inertia 991014.319529
start iteration
done sorting
end inner loop
Iteration 71, inertia 991011.758165
start iteration
done sorting
end inner loop
Iteration 72, inertia 991009.292517
start iteration
done sorting
end inner loop
Iteration 73, inertia 991006.81839
start iteration
done sorting
end inner loop
Iteration 74, inertia 991004.138476
start iteration
done sorting
end inner loop
Iteration 75, inertia 991001.811607
start iteration
done sorting
end inner loop
Iteration 76, inertia 990999.974157
start iteration
done sorting
end inner loop
Iteration 77, inertia 990997.985594
start iteration
done sorting
end inner loop
Iteration 78, inertia 990995.224831
start iteration
done sorting
end inner loop
Iteration 79, inertia 990992.183716
start iteration
done sorting
end inner loop
Iteration 80, inertia 990989.712111
start iteration
done sorting
end inner loop
Iteration 81, inertia 990987.793311
start iteration
done sorting
end inner loop
Iteration 82, inertia 990985.595066
start iteration
done sorting
end inner loop
Iteration 83, inertia 990982.681379
start iteration
done sorting
end inner loop
Iteration 84, inertia 990979.390405
start iteration
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end inner loop
Iteration 85, inertia 990975.525212
start iteration
done sorting
end inner loop
Iteration 86, inertia 990971.035006
start iteration
done sorting
end inner loop
Iteration 87, inertia 990965.931653
start iteration
done sorting
end inner loop
Iteration 88, inertia 990959.008489
start iteration
done sorting
end inner loop
Iteration 89, inertia 990951.96262
start iteration
done sorting
end inner loop
Iteration 90, inertia 990942.744181
start iteration
done sorting
end inner loop
Iteration 91, inertia 990932.799187
start iteration
done sorting
end inner loop
Iteration 92, inertia 990923.55917
start iteration
done sorting
end inner loop
Iteration 93, inertia 990915.617504
start iteration
done sorting
end inner loop
Iteration 94, inertia 990907.561662
start iteration
done sorting
end inner loop
Iteration 95, inertia 990899.45885
start iteration
done sorting
end inner loop
Iteration 96, inertia 990889.592875
start iteration
done sorting
end inner loop
Iteration 97, inertia 990879.993033
start iteration
done sorting
end inner loop
Iteration 98, inertia 990873.923466
start iteration
done sorting
end inner loop
Iteration 99, inertia 990869.602311
Silhouette Coefficient: -0.065
Number of clusters: 19